Thesis-NoiseDectection-results/NoiseDectection-attributes/5.Data_separation/All_metrics_center/models_comparisons_center.csv

svm_model_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.65       0.66666667 0.5        0.55555556],0.483870967741936,0.645161290322581,0.826923076923077,1,1,1,0.652173913043478,1,0.5,0.784313725490196,1,0.5,0.858638743455498,1,0.817567567567567
svm_model_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.55       0.5        0.55555556 0.61111111],0.516129032258065,0.451612903225806,0.794871794871795,1,1,1,0.680851063829787,1,0.5,0.622222222222222,1,0.5,0.827956989247312,1,0.79746835443038
svm_model_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.6        0.55555556 0.55555556 0.5       ],0.548387096774194,0.548387096774194,0.82051282051282,1,1,1,0.708333333333333,1,0.5,0.708333333333333,1,0.5,0.852631578947368,1,0.813333333333333
svm_model_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.6        0.61111111 0.5        0.55555556],0.580645161290323,0.387096774193548,0.794871794871795,1,1,1,0.73469387755102,1,0.5,0.558139534883721,1,0.5,0.827956989247312,1,0.79746835443038
svm_model_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.5        0.55555556 0.61111111 0.5       ],0.451612903225806,0.645161290322581,0.82051282051282,1,1,1,0.622222222222222,1,0.5,0.784313725490196,1,0.5,0.852631578947368,1,0.813333333333333
svm_model_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.55       0.5        0.61111111 0.55555556],0.419354838709678,0.548387096774194,0.794871794871795,1,1,1,0.590909090909091,1,0.5,0.708333333333333,1,0.5,0.827956989247312,1,0.79746835443038
svm_model_N4_B0_E4_nb_zones_4_lab_svd,4,0,4,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.96875    0.98958333 0.96808511 0.95744681 0.9787234 ],0.436708860759494,0.506329113924051,0.788607594936709,1,1,1,0.607929515418502,1,0.5,0.672268907563025,1,0.5,0.822151224707135,1,0.793316831683168
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svd,4,0,4,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.94680851 0.9787234  0.92553191],0.544303797468354,0.430379746835443,0.791139240506329,0.993630573248408,0.987341772151899,0.993670886075949,0.704918032786885,1,0.5,0.601769911504425,1,0.5,0.824654622741764,0.9923273657289,0.793156164067458
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.93617021 0.9787234  0.91489362],0.550632911392405,0.40506329113924,0.791139240506329,1,1,1,0.710204081632653,1,0.5,0.576576576576577,1,0.5,0.824654622741764,1,0.794776119402985
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.97916667 0.95833333 0.96875    0.96875   ],0.46875,0.5375,0.7975,0.993762993762994,0.995833333333333,0.99375,0.638297872340426,1,0.5,0.699186991869919,0.988505747126437,0.494252873563218,0.831600831600832,0.99502487562189,0.796507412685317
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.95833333 0.96875    0.94680851 0.94680851],0.474683544303798,0.569620253164557,0.806818181818182,0.995798319327731,0.995798319327731,0.995798319327731,0.643776824034335,1,0.5,0.725806451612903,1,0.5,0.84012539184953,0.997518610421836,0.803386554568245
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.95833333 0.96875    0.97916667 0.97916667],0.50625,0.51875,0.80125,0.993762993762994,0.995833333333333,0.99375,0.672199170124481,1,0.5,0.683127572016461,1,0.5,0.835233160621761,0.997524752475248,0.799267426742674
svm_model_N8_B0_E8_nb_zones_4_lab_svd,8,0,8,4, lab, svd,474,158,158,0.6,0.2,0.2, [1.         0.94791667 0.95744681 0.96808511 0.93617021],0.563291139240506,0.462025316455696,0.80253164556962,0.9957805907173,0.9957805907173,0.9957805907173,0.720647773279352,1,0.5,0.632034632034632,1,0.5,0.836134453781513,0.99749373433584,0.800537148497843
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.4        0.5        0.5        0.55555556],0.483870967741936,0.516129032258065,0.794871794871795,0.989473684210526,1,0.98936170212766,0.529411764705882,0.473684210526316,0.486842105263158,0.571428571428571,0.526315789473684,0.513157894736842,0.804878048780488,0.776470588235294,0.796685998342999
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.5        0.5        0.5        0.61111111 0.38888889],0.5,0.59375,0.81875,1,1,1,0.428571428571429,0.428571428571429,0.492063492063492,0.628571428571429,0.523809523809524,0.625541125541125,0.817610062893082,0.783132530120482,0.82013769363167
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.92708333 0.95833333 0.90425532 0.91489362 0.96808511],0.506329113924051,0.455696202531646,0.788607594936709,0.993684210526316,0.9957805907173,0.993670886075949,0.672268907563025,1,0.5,0.626086956521739,1,0.5,0.822905620360551,0.997429305912596,0.791732109315401
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.94791667 0.95833333 0.97916667 0.97916667],0.4625,0.5375,0.8,1,1,1,0.632478632478633,1,0.5,0.699186991869919,1,0.5,0.833333333333333,1,0.8
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.94791667 0.94791667 0.98958333 0.97916667],0.6125,0.55625,0.83,0.993788819875776,1,0.99375,0.63953488372093,0.69620253164557,0.613533364588217,0.620320855614973,0.69047619047619,0.549185463659148,0.838479809976247,0.875930521091811,0.829652917976636
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.85416667 0.90625    0.87234043 0.86170213 0.82978723],0.481012658227848,0.518987341772152,0.764556962025316,0.942148760330578,0.962025316455696,0.940928270042194,0.616822429906542,0.891891891891892,0.505469755469755,0.657657657657658,0.901234567901235,0.509058842392176,0.797826086956522,0.936224489795918,0.765850938365296
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svd,8,0,8,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.94791667 0.94791667 0.96875    0.94791667],0.5,0.4625,0.79,0.99581589958159,0.991666666666667,0.995833333333333,0.666666666666667,1,0.5,0.632478632478633,1,0.5,0.823529411764706,0.99492385786802,0.793028431397064
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.91666667 0.94791667 0.9787234  0.95744681 0.93617021],0.487341772151899,0.518987341772152,0.792405063291139,0.985200845665962,0.983122362869198,0.985232067510549,0.65531914893617,1,0.5,0.683333333333333,1,0.5,0.827004219409283,0.98989898989899,0.791903809670307
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.5        0.33333333 0.33333333 0.5       ],0.451612903225806,0.548387096774194,0.782051282051282,0.969072164948454,1,0.968085106382979,0.451612903225806,0.388888888888889,0.463675213675214,0.5,0.466666666666667,0.545833333333333,0.782051282051282,0.7625,0.782565789473684
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.84375    0.89583333 0.86458333 0.90625    0.90425532],0.534591194968553,0.477987421383648,0.778894472361809,0.960167714884696,0.9581589958159,0.960251046025105,0.686440677966101,0.9,0.478985507246377,0.637554585152838,0.890243902439024,0.464602470700032,0.813163481953291,0.931873479318735,0.773728947451575
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.3        0.45       0.55       0.38888889 0.38888889],0.53125,0.40625,0.76875,0.96969696969697,1,0.96875,0.594594594594595,0.578947368421053,0.520242914979757,0.387096774193548,0.5,0.425,0.778443113772455,0.822784810126582,0.769417096421316
svm_model_N16_B0_E16_nb_zones_4_lab_svd,16,0,16,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.98958333 0.95833333 0.93617021 0.9787234  0.9787234 ],0.430379746835443,0.531645569620253,0.791139240506329,0.997885835095137,0.9957805907173,0.99789029535865,0.601769911504425,1,0.5,0.694214876033058,1,0.5,0.824654622741764,0.997429305912596,0.794225874901435
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.4        0.7        0.44444444 0.27777778 0.55555556],0.548387096774194,0.580645161290323,0.807692307692308,0.967032967032967,0.936170212765957,0.968085106382979,0.611111111111111,0.647058823529412,0.53781512605042,0.518518518518519,0.5,0.573529411764706,0.805194805194805,0.794871794871795,0.807692307692308
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svd,16,0,16,4, low_bits_4_shifted_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.93617021 0.93617021 0.96808511 0.95744681 0.96808511],0.5,0.519230769230769,0.804347826086956,1,1,1,0.666666666666667,1,0.5,0.683544303797468,1,0.5,0.83740701381509,1,0.802835051546392
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.97916667 0.98958333 0.98958333 0.92553191 0.96808511],0.531645569620253,0.481012658227848,0.803030303030303,1,1,1,0.694214876033058,0.988235294117647,0.494117647058824,0.646551724137931,0.986842105263158,0.499518613607189,0.835789473684211,0.994987468671679,0.801564981155178
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.8        0.5        0.5        0.55555556 0.38888889],0.53125,0.5625,0.80625,0.979166666666667,0.979166666666667,0.979166666666666,0.571428571428571,0.588235294117647,0.527450980392157,0.65,0.8125,0.5625,0.818713450292398,0.864197530864197,0.805516486951086
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.97916667 0.95833333 0.95833333 0.9787234 ],0.547169811320755,0.490566037735849,0.806532663316583,0.997912317327766,1,0.997907949790795,0.707317073170732,1,0.5,0.658227848101266,1,0.5,0.83991683991684,1,0.803571428571429
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.95833333 0.97916667 0.97916667 0.9375    ],0.5,0.45625,0.79125,1,1,1,0.666666666666667,1,0.5,0.626609442060086,1,0.5,0.824763903462749,1,0.794840294840295
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.90625    0.9375     0.96875    0.96875   ],0.475,0.4875,0.7925,1,1,1,0.644067796610169,1,0.5,0.65546218487395,1,0.5,0.825995807127883,1,0.795566502463054
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.92708333 0.90625    0.90425532 0.89361702 0.87234043],0.518987341772152,0.537974683544304,0.774683544303797,0.93970893970894,0.953586497890295,0.938818565400844,0.660714285714286,0.936708860759494,0.518987341772152,0.6784140969163,0.939024390243902,0.52214377406932,0.809012875536481,0.947236180904523,0.773362988411445
svm_model_N26_B0_E26_nb_zones_4_lab_svd,26,0,26,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.95833333 0.96875    0.97916667 1.        ],0.475,0.4875,0.7925,1,1,1,0.644067796610169,1,0.5,0.65546218487395,1,0.5,0.825995807127883,1,0.795566502463054
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.97916667 0.94791667 0.93617021 0.9893617 ],0.462025316455696,0.556962025316456,0.804292929292929,1,1,1,0.632034632034632,0.986486486486486,0.493243243243243,0.715447154471545,1,0.5,0.837355718782791,0.9975,0.802321428571429
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26,4, low_bits_5, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.93617021 0.93617021 0.9893617  0.94680851 0.96808511],0.455128205128205,0.512820512820513,0.783887468030691,0.982905982905983,0.978723404255319,0.982978723404255,0.625550660792952,1,0.5,0.677966101694915,1,0.5,0.818474758324382,0.987046632124352,0.786452608991469
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.94791667 0.95833333 0.92553191 0.92553191],0.531645569620253,0.493670886075949,0.799242424242424,0.989384288747346,0.978991596638655,0.989495798319328,0.694214876033058,1,0.5,0.661016949152542,1,0.5,0.83245521601686,0.9875,0.797321428571429
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.89583333 0.91666667 0.92553191 0.96808511 0.93617021],0.531645569620253,0.493670886075949,0.80126582278481,0.993657505285412,0.991561181434599,0.993670886075949,0.669642857142857,0.914634146341463,0.516527599486521,0.615384615384615,0.876712328767123,0.520709105560032,0.826519337016574,0.954081632653061,0.802417700748641
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.95833333 0.98958333 0.95833333 0.94791667],0.51875,0.5625,0.81625,1,1,1,0.683127572016461,1,0.5,0.72,1,0.5,0.848920863309353,1,0.810077519379845
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svd,26,0,26,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.94791667 0.9375     0.97916667 0.97916667],0.5125,0.4625,0.795,1,1,1,0.677685950413223,1,0.5,0.632478632478633,1,0.5,0.828451882845188,1,0.797029702970297
svm_model_N32_B0_E32_nb_zones_4_lab_svd,32,0,32,4, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.9893617  0.96808511 0.95744681 0.93617021 0.9787234 ],0.455128205128205,0.506410256410256,0.79156010230179,0.997867803837953,0.995744680851064,0.997872340425532,0.625550660792952,1,0.5,0.672340425531915,1,0.5,0.824919441460795,0.997402597402597,0.794671072001047
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.97916667 0.96875    0.97916667 0.97916667 0.9893617 ],0.49685534591195,0.572327044025157,0.814070351758794,1,1,1,0.658119658119658,0.974683544303797,0.499841772151899,0.723577235772358,0.988888888888889,0.508937198067633,0.845511482254697,0.992647058823529,0.809467859308672
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.97916667 0.95833333 0.95833333 0.96808511],0.490566037735849,0.509433962264151,0.798994974874372,0.9979035639413,0.99581589958159,0.997907949790795,0.658227848101266,1,0.5,0.675,1,0.5,0.832285115303983,0.99748743718593,0.798994974874372
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.9375     0.95833333 1.         0.94680851 0.96808511],0.474683544303798,0.525316455696203,0.800505050505051,1,1,1,0.643776824034335,1,0.5,0.688796680497925,1,0.5,0.833684210526316,1,0.800505050505051
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.96875    0.97916667 0.94791667 0.93617021],0.528301886792453,0.50314465408805,0.806532663316583,1,1,1,0.691358024691358,1,0.5,0.669456066945607,1,0.5,0.839583333333333,1,0.804071246819338
svm_model_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.91666667 0.92708333 0.91666667 0.86458333],0.54375,0.5375,0.7925,0.961460446247464,0.9875,0.960416666666667,0.657276995305164,0.897435897435897,0.552376485303314,0.660550458715596,0.9,0.5375,0.82034632034632,0.952261306532663,0.793294832370809
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svd,32,0,32,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.95833333 0.97916667 0.95833333 0.95833333],0.525,0.54375,0.81375,1,1,1,0.688524590163935,1,0.5,0.704453441295546,1,0.5,0.846549948506694,1,0.808483290488432
svm_model_N40_B0_E40_nb_zones_4_lab_svd,40,0,40,4, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.9787234  0.95744681 0.9787234  0.96808511 0.96808511],0.525641025641026,0.448717948717949,0.794117647058823,0.997876857749469,1,0.997872340425532,0.689075630252101,1,0.5,0.619469026548673,1,0.5,0.827807486631016,1,0.79620253164557
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40,4, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.95833333 0.93617021 0.96808511 0.93617021 0.9787234 ],0.509554140127389,0.484076433121019,0.791348600508906,0.98728813559322,0.98728813559322,0.98728813559322,0.675105485232068,1,0.5,0.652360515021459,0.987012987012987,0.493506493506493,0.825902335456476,0.989821882951654,0.791348600508906
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.4        0.6        0.22222222 0.61111111],0.5,0.4375,0.7875,1,1,1,0.6,0.705882352941176,0.486274509803922,0.470588235294118,0.470588235294118,0.435294117647059,0.8,0.829268292682927,0.786429018136335
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.95833333 0.96875    0.96875    0.95744681],0.446540880503145,0.553459119496855,0.800251256281407,1,1,1,0.614035087719298,1,0.50561797752809,0.707818930041152,0.977272727272727,0.502720870678617,0.83245521601686,0.994962216624685,0.800739253675751
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.65       0.5        0.55555556 0.61111111],0.612903225806452,0.419354838709678,0.801282051282051,0.989473684210526,1,0.98936170212766,0.666666666666667,0.666666666666667,0.602564102564102,0.526315789473684,0.666666666666667,0.427083333333333,0.816568047337278,0.8625,0.799671052631579
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40,4, low_bits_6, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.92553191 0.9787234  0.95744681 0.94680851 0.95744681],0.551282051282051,0.5,0.809462915601023,0.997867803837953,0.995744680851064,0.997872340425532,0.710743801652893,1,0.5,0.666666666666667,1,0.5,0.842328042328042,0.99749373433584,0.805535378917267
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.9375     0.89583333 0.95833333],0.48125,0.54375,0.8,0.99163179916318,0.9875,0.991666666666667,0.649789029535865,1,0.5,0.704453441295546,1,0.5,0.833679833679834,0.992574257425743,0.798054805480548
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.9375     0.95833333 0.92708333 0.92553191],0.446540880503145,0.49685534591195,0.78894472361809,1,1,1,0.603603603603604,0.930555555555556,0.488266283524904,0.658119658119658,0.9625,0.493908227848101,0.820128479657387,0.979539641943734,0.792238956774336
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svd,40,0,40,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.97916667 0.94791667 0.95833333 0.96875   ],0.48125,0.4625,0.78875,1,1,1,0.649789029535865,1,0.5,0.632478632478633,1,0.5,0.822292323869611,1,0.793398533007335
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16, zones, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.7        0.38888889 0.44444444 0.77777778 0.72222222],0.533333333333333,0.533333333333333,0.81578947368421,1,1,1,0.5625,0.692307692307692,0.552036199095023,0.5625,0.5625,0.53125,0.82051282051282,0.853333333333333,0.816277056277056
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.4        0.55555556 0.5       ],0.53125,0.5,0.7875,0.969072164948454,0.979166666666667,0.96875,0.516129032258065,0.666666666666667,0.558333333333333,0.578947368421053,0.578947368421053,0.481781376518219,0.795180722891566,0.835443037974684,0.788091889357712
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.65       0.61111111 0.61111111 0.55555556],0.774193548387097,0.580645161290323,0.871794871794872,1,1,1,0.82051282051282,0.727272727272727,0.808080808080808,0.628571428571429,0.733333333333333,0.585416666666667,0.880952380952381,0.880952380952381,0.871031746031746
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.45       0.55555556 0.55555556 0.44444444],0.419354838709678,0.387096774193548,0.762820512820513,1,1,1,0.5,0.529411764705882,0.407563025210084,0.24,0.3,0.364285714285714,0.761290322580645,0.797297297297297,0.764502307185234
ensemble_model_N4_B0_E4_nb_zones_4_lab_svd,4,0,4,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.97916667 0.9375     0.95744681 0.96808511 0.9787234 ],0.481012658227848,0.531645569620253,0.80253164556962,1,1,1,0.640350877192983,0.948051948051948,0.492544492544493,0.686440677966101,0.952941176470588,0.497018533440774,0.833688699360341,0.979949874686717,0.800716625322898
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.92708333 0.97916667 0.9375     0.9375    ],0.48125,0.5,0.79125,0.99163179916318,0.9875,0.991666666666667,0.617511520737327,0.8375,0.48125,0.636363636363636,0.886075949367089,0.504766369745273,0.817486338797814,0.93734335839599,0.791614322589516
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svd,4,0,4,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.91666667 0.9375     0.96875    0.92708333],0.5125,0.41875,0.78125,0.991666666666667,0.991666666666667,0.991666666666667,0.677685950413223,0.964705882352941,0.482352941176471,0.590308370044053,0.943661971830986,0.471830985915493,0.815595363540569,0.977272727272727,0.783190819081908
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.94791667 0.9375     0.93617021 0.93617021 0.93617021],0.531645569620253,0.443037974683544,0.791139240506329,0.993657505285412,0.991561181434599,0.993670886075949,0.644230769230769,0.770114942528736,0.504775781123523,0.536842105263158,0.772727272727273,0.489624505928854,0.810562571756602,0.905128205128205,0.792564102564103
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.96875    0.90625    0.92553191 0.94680851 0.94680851],0.525316455696203,0.506329113924051,0.80126582278481,0.99163179916318,1,0.991561181434599,0.678111587982833,0.975308641975309,0.51362834696168,0.657894736842105,0.949367088607595,0.506329113924051,0.832800851970181,0.984886649874055,0.800331365649496
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.91666667 0.97916667 0.94791667 0.98958333 0.94680851],0.515723270440252,0.547169811320755,0.812814070351759,1,1,1,0.616915422885572,0.861111111111111,0.545498084291188,0.657142857142857,0.851851851851852,0.541310541310541,0.832395950506186,0.943877551020408,0.814760557688422
svm_model_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.45       0.45       0.44444444 0.5       ],0.40625,0.46875,0.4875,0.178571428571429,0.104166666666667,0.520833333333333,0.24,0.142857142857143,0.525974025974026,0.37037037037037,0.25,0.541666666666667,0.240740740740741,0.146067415730337,0.530780186738408
svm_model_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.4        0.3        0.38888889 0.5       ],0.5625,0.4375,0.5,0.578947368421053,0.6875,0.5,0.681818181818182,0.75,0.5,0.4,0.545454545454545,0.463203463203463,0.574468085106383,0.683544303797468,0.502265979059228
ensemble_model_N8_B0_E8_nb_zones_4_lab_svd,8,0,8,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.95833333 0.95833333 0.95744681 0.95744681],0.544303797468354,0.449367088607595,0.799242424242424,1,1,1,0.704918032786885,1,0.5,0.620087336244541,1,0.5,0.83245521601686,1,0.799748110831234
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.90625    0.94791667 0.90625    0.94791667],0.56875,0.63125,0.825,0.975103734439834,0.979166666666667,0.975,0.631016042780749,0.819444444444444,0.591540404040404,0.694300518134715,0.8375,0.63125,0.837587006960557,0.920918367346939,0.82688075230092
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8,4, low_bits_5, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.94680851 0.9787234  0.95744681 0.96808511 0.96808511],0.455128205128205,0.506410256410256,0.792838874680307,1,1,1,0.625550660792952,1,0.5,0.672340425531915,1,0.5,0.826180257510729,1,0.795969773299748
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.97916667 0.94791667 0.97916667 0.96875    0.92553191],0.440251572327044,0.540880503144654,0.795226130653266,0.9979035639413,0.99581589958159,0.997907949790795,0.561576354679803,0.75,0.453313253012048,0.621761658031088,0.740740740740741,0.537037037037037,0.813287514318442,0.896464646464647,0.795732323232323
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.96875    0.94791667 0.9375     0.96875   ],0.60625,0.60625,0.83875,0.993788819875776,1,0.99375,0.689655172413793,0.833333333333333,0.594298245614035,0.64804469273743,0.892307692307692,0.651417004048583,0.850867052023121,0.946015424164524,0.841620850768393
svm_model_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.35       0.55       0.44444444 0.33333333],0.5625,0.46875,0.525,0.554455445544555,0.583333333333333,0.53125,0.65,0.764705882352941,0.549019607843137,0.585365853658537,0.6,0.425,0.582417582417582,0.623529411764706,0.51843137254902
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svd,8,0,8,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.95833333 0.96875    0.96875    0.91666667],0.55625,0.55625,0.8175,0.99163179916318,0.9875,0.991666666666667,0.663507109004739,0.804597701149425,0.532435836876083,0.635897435897436,0.861111111111111,0.583964646464646,0.834841628959276,0.924812030075188,0.817767611047569
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.9375     0.90625    0.94791667 0.96808511],0.566037735849057,0.446540880503145,0.802763819095477,1,1,1,0.687782805429864,0.808510638297872,0.511947626841244,0.568627450980392,0.805555555555556,0.477490421455939,0.826135105204873,0.920987654320988,0.800647279845916
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.85416667 0.92708333 0.86458333 0.88541667 0.94791667],0.54375,0.6,0.8,0.953907815631263,0.991666666666667,0.952083333333333,0.578034682080925,0.72463768115942,0.565615543876413,0.623529411764706,0.726027397260274,0.610140135411746,0.809976247030879,0.892670157068063,0.803990580926376
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, [0.55       0.4        0.5        0.55555556 0.33333333],0.483870967741936,0.387096774193548,0.493589743589744,0.185185185185185,0.106382978723404,0.531914893617021,0.428571428571429,0.461538461538462,0.480769230769231,0.424242424242424,0.4375,0.385416666666667,0.31304347826087,0.236842105263158,0.487171052631579
svm_model_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.45       0.25       0.33333333 0.5       ],0.4375,0.5,0.50625,0.23728813559322,0.145833333333333,0.53125,0.357142857142857,0.277777777777778,0.46031746031746,0.428571428571429,0.4,0.494117647058823,0.31304347826087,0.222222222222222,0.509845288326301
svm_model_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45 0.5  0.5  0.5  0.5 ],0.354838709677419,0.612903225806452,0.5,0.656716417910448,0.936170212765957,0.51063829787234,0.5,1,0.523809523809524,0.76,1,0.5,0.651785714285714,0.960526315789473,0.511513157894737
ensemble_model_N16_B0_E16_nb_zones_4_lab_svd,16,0,16,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.97916667 0.95833333 0.95833333 0.98958333],0.44375,0.5125,0.79125,1,1,1,0.574162679425837,0.845070422535211,0.484332964076594,0.645454545454546,0.825581395348837,0.487115021998743,0.816281628162816,0.934508816120907,0.792316442799907
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.94791667 0.9375     0.97916667 0.98958333],0.5875,0.58125,0.83375,1,1,1,0.65979381443299,0.82051282051282,0.593183239524703,0.663316582914573,0.846153846153846,0.587711069418386,0.847651775486827,0.934343434343434,0.83474597459746
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svd,16,0,16,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.96875    0.94791667 0.9375    ],0.53125,0.44375,0.79375,0.997920997920998,1,0.997916666666667,0.666666666666667,0.833333333333333,0.488095238095238,0.597285067873303,0.825,0.44375,0.822006472491909,0.929268292682927,0.790275171982489
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.96875    0.94791667 0.98958333 0.91489362],0.484276729559748,0.572327044025157,0.806532663316583,0.99163179916318,0.99163179916318,0.99163179916318,0.577319587628866,0.717948717948718,0.488603988603989,0.649484536082474,0.75,0.561666666666667,0.822170900692841,0.887780548628429,0.805915590769911
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.96875    0.94791667 0.94680851 0.95744681],0.531645569620253,0.537974683544304,0.809343434343434,0.991596638655462,0.991596638655462,0.991596638655462,0.626262626262626,0.849315068493151,0.554069298952458,0.640394088669951,0.822784810126582,0.537974683544304,0.827822120866591,0.930769230769231,0.811155759663222
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.92708333 0.95833333 0.9375     0.94791667],0.5,0.43125,0.78625,1,1,1,0.636363636363636,0.853658536585366,0.490931832395247,0.564593301435407,0.855072463768116,0.482481286829113,0.811881188118812,0.943734015345269,0.789715418430581
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.88541667 0.83333333 0.88541667 0.85416667 0.85416667],0.6,0.6375,0.84,0.987654320987654,1,0.9875,0.659574468085106,0.729411764705882,0.591372549019608,0.688172043010753,0.771084337349398,0.632295415427946,0.851162790697674,0.897058823529412,0.838835534213685
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4,4, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.5        0.61111111 0.61111111 0.44444444 0.38888889],0.566666666666667,0.533333333333333,0.822368421052632,1,1,1,0.518518518518519,0.5,0.5625,0.5625,0.45,0.575,0.821192052980132,0.775,0.825
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.45       0.4        0.45       0.38888889 0.72222222],0.46875,0.375,0.76875,1,1,1,0.604651162790698,0.722222222222222,0.432539682539683,0.5,0.714285714285714,0.412698412698413,0.793296089385475,0.8875,0.76875
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.5        0.55555556 0.61111111 0.38888889],0.451612903225806,0.419354838709678,0.769230769230769,0.989247311827957,0.978723404255319,0.98936170212766,0.37037037037037,0.294117647058824,0.468487394957983,0.25,0.25,0.388157894736842,0.75,0.710526315789474,0.767763157894737
ensemble_model_N26_B0_E26_nb_zones_4_lab_svd,26,0,26,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.9375    0.96875   0.9893617 0.9787234 0.9893617],0.462025316455696,0.582278481012658,0.808860759493671,1,1,1,0.58128078817734,0.830985915492958,0.495952727861421,0.71304347826087,0.931818181818182,0.537337662337662,0.833517089305402,0.954545454545455,0.808491001384403
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.94791667 0.94791667 0.94680851 0.96808511 0.92553191],0.556962025316456,0.607594936708861,0.831645569620253,0.997894736842105,1,0.99789029535865,0.646464646464646,0.901408450704225,0.588635259834871,0.701923076923077,0.879518072289157,0.593092369477912,0.849035187287173,0.956521739130435,0.832897461043914
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.96875    0.94791667 0.95833333 0.92708333],0.5,0.44375,0.7875,0.997912317327766,0.995833333333333,0.997916666666667,0.619047619047619,0.783132530120482,0.488968862462838,0.570048309178744,0.797297297297297,0.468416090509114,0.810267857142857,0.914357682619647,0.788444349994687
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.94791667 0.97916667 0.95833333 0.94791667],0.575,0.5625,0.8275,1,1,1,0.666666666666667,0.8,0.56,0.639175257731959,0.794871794871795,0.568167604752971,0.842824601366742,0.918114143920596,0.826815258358283
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.94791667 0.96875    0.95744681 0.96808511 0.96808511],0.582278481012658,0.493670886075949,0.815189873417721,1,1,1,0.697247706422018,0.894117647058824,0.556647864625302,0.642857142857143,0.947368421052632,0.510269576379974,0.84061135371179,0.967336683417086,0.814025484565686
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svdn,26,0,26,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.45       0.44444444 0.66666667 0.44444444],0.451612903225806,0.645161290322581,0.82051282051282,1,1,1,0.37037037037037,0.357142857142857,0.44327731092437,0.620689655172414,0.6,0.64375,0.813333333333333,0.802631578947369,0.820065789473684
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.84375    0.875      0.85416667 0.82291667 0.9375    ],0.6375,0.60625,0.82125,0.955465587044534,0.983333333333333,0.954166666666667,0.641975308641975,0.675324675324675,0.638867156939446,0.559440559440559,0.526315789473684,0.602443609022556,0.821026282853567,0.834605597964377,0.821479703159092
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svd,26,0,26,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.97916667 0.9375     0.98958333 0.91666667],0.5125,0.5,0.8025,1,1,1,0.651785714285714,0.901234567901235,0.507579309267073,0.649122807017544,0.902439024390244,0.48968105065666,0.830472103004292,0.96029776674938,0.801307573551012
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.6        0.55       0.55       0.66666667 0.55555556],0.375,0.53125,0.78125,1,1,1,0.375,0.352941176470588,0.376470588235294,0.285714285714286,0.25,0.475,0.76510067114094,0.74025974025974,0.779768424346737
ensemble_model_N32_B0_E32_nb_zones_4_lab_svd,32,0,32,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.97916667 0.94791667 0.96808511 0.94680851 0.95744681],0.594936708860759,0.468354430379747,0.812658227848101,1,1,1,0.686274509803922,0.833333333333333,0.578828828828829,0.538461538461538,0.644736842105263,0.474807445442876,0.827906976744186,0.896725440806045,0.812230404881394
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.98958333 0.95833333 0.94791667 0.90625   ],0.64375,0.5875,0.84375,0.995833333333333,0.995833333333333,0.995833333333333,0.677966101694915,0.705882352941176,0.639607843137255,0.629213483146067,0.666666666666667,0.583333333333333,0.850299401197605,0.867970660146699,0.843192491198669
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.35       0.44444444 0.5        0.33333333],0.451612903225806,0.548387096774194,0.801282051282051,1,1,1,0.514285714285714,0.6,0.45625,0.5625,0.6,0.55,0.807453416149068,0.844155844155844,0.80182475752096
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.89583333 0.97916667 0.92708333 0.9375    ],0.51875,0.45,0.79375,1,1,1,0.65158371040724,0.847058823529412,0.496862745098039,0.56,0.777777777777778,0.47979797979798,0.816870144284129,0.926952141057935,0.794741579213831
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.9375     0.92708333 0.96875    0.95833333],0.55625,0.54375,0.82,1,1,1,0.64321608040201,0.82051282051282,0.562695434646654,0.592178770949721,0.670886075949367,0.54531958118456,0.832167832167832,0.899244332493703,0.820589908182335
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.91666667 0.92708333 0.90625    0.91666667],0.6875,0.68125,0.86125,0.979508196721312,0.995833333333333,0.979166666666667,0.647887323943662,0.567901234567901,0.689013908423191,0.666666666666667,0.573033707865169,0.694967558157936,0.85823754789272,0.819512195121951,0.862320200125078
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.95833333 0.9375     0.97916667 0.92553191],0.50314465408805,0.477987421383648,0.796482412060301,1,1,1,0.590673575129534,0.75,0.51355421686747,0.556149732620321,0.722222222222222,0.49904214559387,0.811188811188811,0.89922480620155,0.799245654934516
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svd,4,0,4, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.97916667 0.97916667 0.97916667 0.97916667],0.51875,0.49375,0.8025,1,1,1,0.596858638743455,0.76,0.532941176470588,0.608695652173913,0.732558139534884,0.47438717787555,0.82004555808656,0.897755610972569,0.802261264132901
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.96875    0.96875    0.96808511 0.91489362],0.518987341772152,0.544303797468354,0.810606060606061,0.995798319327731,0.995798319327731,0.995798319327731,0.552941176470588,0.626666666666667,0.524176706827309,0.608695652173913,0.64367816091954,0.533106686093573,0.819277108433735,0.85,0.810204081632653
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svd,32,0,32,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.89583333 0.98958333 0.94791667 0.96875   ],0.5125,0.55,0.8125,1,1,1,0.546511627906977,0.55952380952381,0.510025062656642,0.566265060240964,0.635135135135135,0.555939660590823,0.816625916870416,0.839195979899497,0.812632815820395
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.91666667 0.9375     0.95833333 0.95833333 0.94791667],0.46875,0.46875,0.78,0.987394957983193,0.979166666666667,0.9875,0.55026455026455,0.742857142857143,0.499206349206349,0.585365853658537,0.731707317073171,0.462007504690432,0.797701149425287,0.885204081632653,0.782062825130052
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.95833333 0.92708333 0.92708333],0.45625,0.525,0.795,0.997912317327766,0.995833333333333,0.997916666666667,0.562814070351759,0.788732394366197,0.489871815160627,0.644859813084112,0.821428571428571,0.509398496240602,0.816143497757848,0.921518987341772,0.796561962806689
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.97916667 0.9375     0.95833333 0.93617021 0.95744681],0.594936708860759,0.563291139240506,0.829545454545455,0.9957805907173,0.991596638655462,0.995798319327731,0.644444444444444,0.783783783783784,0.606177606177606,0.610169491525424,0.710526315789474,0.568677792041078,0.837545126353791,0.896907216494845,0.83087935082168
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.98958333 0.96875    0.94791667 0.95833333],0.54375,0.51875,0.81,0.995833333333333,0.995833333333333,0.995833333333333,0.633165829145729,0.84,0.561176470588235,0.635071090047393,0.788235294117647,0.50078431372549,0.829213483146067,0.9225,0.81
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.6        0.38888889 0.55555556 0.44444444],0.483870967741936,0.419354838709678,0.782051282051282,1,1,1,0.428571428571429,0.375,0.4875,0.4,0.375,0.420833333333333,0.776315789473684,0.746835443037975,0.782508630609896
ensemble_model_N40_B0_E40_nb_zones_4_lab_svd,40,0,40,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.97916667 0.92708333 0.97916667 0.95833333 0.96808511],0.540880503144654,0.591194968553459,0.826633165829146,1,1,1,0.640394088669951,0.802469135802469,0.535849952516619,0.697674418604651,0.862068965517241,0.562978927203065,0.845982142857143,0.931203931203931,0.824213790794768
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40,4, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.90625    0.90425532 0.89361702 0.91489362 0.84042553],0.624203821656051,0.624203821656051,0.846055979643766,0.993657505285412,0.995762711864407,0.99364406779661,0.549618320610687,0.473684210526316,0.619558154645874,0.633540372670807,0.579545454545455,0.630352437417655,0.841830065359477,0.805,0.846800518134715
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.65       0.55555556 0.77777778 0.66666667],0.483870967741936,0.516129032258065,0.801282051282051,1,1,1,0.5,0.5,0.483333333333333,0.571428571428571,0.625,0.5125,0.807453416149068,0.822784810126582,0.801002794673681
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40,4, low_bits_4, svd,468,156,156,0.6,0.2,0.2, [0.94680851 0.93617021 0.96808511 0.96808511 0.95652174],0.615384615384615,0.557692307692308,0.834615384615385,1,1,1,0.6875,0.916666666666667,0.636904761904762,0.656716417910448,0.835443037974684,0.554085155350978,0.850174216027875,0.950649350649351,0.836084168995562
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svd,8,0,8, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.96875    0.98958333 0.97916667 0.96875   ],0.45625,0.53125,0.7975,1,1,1,0.567164179104478,0.76,0.474117647058824,0.657534246575343,0.847058823529412,0.510196078431373,0.82,0.9225,0.7975
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40,4, low_bits_5, svd,468,156,156,0.6,0.2,0.2, [0.88297872 0.96808511 0.9893617  0.93617021 0.90217391],0.474358974358974,0.519230769230769,0.798717948717949,1,1,1,0.630630630630631,0.958904109589041,0.503548440336689,0.672489082969432,0.939024390243902,0.496539222148978,0.829162132752992,0.979434447300771,0.799180139251409
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.875      0.875      0.88541667 0.78125    0.89361702],0.584905660377358,0.509433962264151,0.805276381909548,0.977035490605428,0.97907949790795,0.976987447698745,0.56578947368421,0.558441558441558,0.584098828001267,0.472972972972973,0.486111111111111,0.50742337164751,0.801026957637997,0.804123711340206,0.805248130179907
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.96875    0.97916667 0.9787234  0.96808511 0.87234043],0.613924050632911,0.588607594936709,0.840506329113924,1,1,1,0.693467336683417,0.821428571428571,0.599903474903475,0.659685863874346,0.818181818181818,0.594276094276094,0.854166666666667,0.92713567839196,0.839843349400061
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.94791667 0.97916667 0.94791667 0.95833333],0.45625,0.475,0.78625,1,1,1,0.549222797927461,0.746478873239437,0.485598987181516,0.538461538461538,0.653333333333333,0.485490196078431,0.8,0.886010362694301,0.789623538835073
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.9375     0.95833333 0.9375     0.91489362 0.95744681],0.487341772151899,0.5,0.796717171717172,0.997894736842105,0.995798319327731,0.997899159663866,0.557377049180328,0.71830985915493,0.508580216933787,0.548571428571429,0.716417910447761,0.528538625553551,0.80672268907563,0.893617021276596,0.801375818330606
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,480,160,160,0.6,0.2,0.2, [0.96875    0.97916667 0.92708333 0.92708333 0.96875   ],0.5,0.45625,0.78875,0.99581589958159,0.991666666666667,0.995833333333333,0.595959595959596,0.702380952380952,0.489348370927318,0.544502617801047,0.712328767123288,0.476854038734058,0.805074971164937,0.879093198992443,0.789422530017313
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.83333333 0.82291667 0.875      0.91666667],0.625,0.5875,0.83125,0.981519507186858,0.995833333333333,0.98125,0.610389610389611,0.618421052631579,0.62468671679198,0.5875,0.540229885057471,0.592032750747914,0.831460674157303,0.826302729528536,0.831287384915401
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.55       0.45       0.45       0.38888889 0.5       ],0.375,0.59375,0.79375,1,1,1,0.333333333333333,0.294117647058824,0.380392156862745,0.628571428571429,0.611111111111111,0.591269841269841,0.795031055900621,0.771084337349398,0.794633077765608
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.92708333 0.9375     0.93617021 0.94680851 0.95744681],0.39873417721519,0.518987341772152,0.782278481012658,0.997885835095137,0.9957805907173,0.99789029535865,0.507772020725389,0.671232876712329,0.417969379532635,0.612244897959184,0.789473684210526,0.528883183568678,0.80046403712297,0.893782383419689,0.784762478838557
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.98958333 0.96875    0.9375     0.9375    ],0.625,0.525,0.83,1,1,1,0.741379310344828,0.924731182795699,0.566843203338148,0.644859813084112,0.907894736842105,0.543233082706767,0.853131749460043,0.965770171149144,0.826874855395544
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svd,40,0,40,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [1.         0.90625    0.92553191 0.95744681 0.94680851],0.518987341772152,0.550632911392405,0.813924050632911,1,1,1,0.6,0.695121951219512,0.512034659820282,0.639593908629442,0.7875,0.547596153846154,0.829268292682927,0.894736842105263,0.813097321308386
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.86458333 0.92708333 0.96875    0.92708333 0.95833333],0.5875,0.61875,0.84125,1,1,1,0.65979381443299,0.711111111111111,0.56984126984127,0.67027027027027,0.729411764705882,0.611372549019608,0.852153667054715,0.881927710843373,0.839665154122985
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svdn,26,0,26, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.65       0.55       0.55       0.55555556 0.5       ],0.46875,0.5,0.79375,1,1,1,0.564102564102564,1,0.595238095238095,0.619047619047619,0.722222222222222,0.468253968253968,0.813559322033898,0.935064935064935,0.798857768737287
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32, zones, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.65       0.38888889 0.55555556 0.61111111 0.66666667],0.466666666666667,0.5,0.796052631578947,1,1,1,0.5,0.533333333333333,0.466666666666667,0.571428571428571,0.555555555555556,0.486111111111111,0.80503144654088,0.810126582278481,0.79547425004335
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.6        0.61111111 0.5       ],0.46875,0.59375,0.8125,1,1,1,0.413793103448276,0.461538461538462,0.467611336032389,0.648648648648649,0.857142857142857,0.623015873015873,0.814814814814815,0.88,0.816470588235294
svm_model_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.45       0.4        0.4        0.38888889 0.61111111],0.28125,0.46875,0.50625,0.31578947368421,0.1875,0.59375,0,0,0.346153846153846,0.190476190476191,0.111111111111111,0.51984126984127,0.217821782178218,0.129411764705882,0.531372549019608
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svd,16,0,16, zones, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.96875    1.         0.93617021 0.94680851],0.556962025316456,0.493670886075949,0.810606060606061,1,1,1,0.663461538461538,0.766666666666667,0.523039215686275,0.56989247311828,0.716216216216216,0.506917631917632,0.827586206896552,0.895522388059701,0.809299655568312
svm_model_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.55       0.61111111 0.38888889 0.5       ],0.419354838709678,0.483870967741936,0.493589743589744,0.676258992805755,1,0.521276595744681,0.571428571428571,0.923076923076923,0.489316239316239,0.636363636363636,1,0.529411764705882,0.648888888888889,0.986486486486486,0.517633487145682
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.92708333 1.         0.95833333],0.59375,0.60625,0.84,1,1,1,0.663212435233161,0.735632183908046,0.580144859077311,0.627218934911243,0.726027397260274,0.615887261848528,0.847980997624703,0.8925,0.84
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.95833333 0.97916667 0.96808511 0.94680851],0.563291139240506,0.518987341772152,0.816919191919192,1,1,1,0.638743455497382,0.74390243902439,0.556161745827985,0.568181818181818,0.657894736842105,0.524069319640565,0.827995255041518,0.881313131313131,0.816919191919192
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.97916667 0.96875    0.95744681 0.91489362 0.96808511],0.5,0.537974683544304,0.807594936708861,1,1,1,0.577540106951872,0.627906976744186,0.487564599483204,0.596685082872928,0.613636363636364,0.528246753246753,0.819477434679335,0.839416058394161,0.806251564817133
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [1.         0.94791667 0.97916667 0.95833333 0.95833333],0.5125,0.5,0.8025,1,1,1,0.506329113924051,0.526315789473684,0.513157894736842,0.534883720930232,0.494623655913979,0.501043171240571,0.804938271604938,0.797066014669927,0.802625078946217
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.96875    0.91666667 0.94680851 0.96808511 0.96808511],0.443037974683544,0.575949367088608,0.80379746835443,1,1,1,0.511111111111111,0.613333333333333,0.451244979919679,0.633879781420765,0.734177215189873,0.575949367088608,0.814814814814815,0.872122762148338,0.804482433705748
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.85416667 0.92708333 0.86458333 0.9375     0.88541667],0.64375,0.66875,0.86125,0.997920997920998,1,0.997916666666667,0.688524590163934,0.732558139534884,0.636549340037712,0.725388601036269,0.786516853932584,0.653821807247982,0.870478413068845,0.898795180722892,0.859787200751056
svm_model_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.4        0.4        0.45       0.55555556 0.5       ],0.6875,0.53125,0.58125,0.691176470588235,0.979166666666667,0.5625,0.791666666666667,1,0.615384615384615,0.693877551020408,0.85,0.425,0.712446351931331,0.954022988505747,0.545504644937805
svm_model_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.45       0.83333333 0.5        0.5       ],0.612903225806452,0.483870967741936,0.564102564102564,0.67741935483871,0.893617021276596,0.574468085106383,0.714285714285714,0.75,0.556818181818182,0.6,0.857142857142857,0.516806722689076,0.669902912621359,0.851851851851852,0.552592592592593
svm_model_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.45       0.33333333 0.44444444 0.5       ],0.290322580645161,0.548387096774194,0.487179487179487,0.614035087719298,0.74468085106383,0.531914893617021,0.214285714285714,0.25,0.282894736842105,0.631578947368421,0.571428571428571,0.535714285714286,0.555555555555556,0.625,0.483552631578947
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdn,4,0,4,4, low_bits_4_shifted_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.5        0.5212766  0.57446809 0.4787234  0.5106383 ],0.420382165605096,0.554140127388535,0.521628498727735,0.652665589660743,0.85593220338983,0.544491525423729,0.448484848484848,0.552238805970149,0.437230514096186,0.602272727272727,0.654320987654321,0.550844704353476,0.608333333333333,0.760416666666667,0.526974502487562
svm_model_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.41666667 0.45833333 0.42708333 0.47916667],0.5875,0.53125,0.53875,0.43,0.358333333333333,0.525,0.541666666666667,0.475609756097561,0.590368980612883,0.460431654676259,0.4,0.53125,0.459736456808199,0.390547263681592,0.539494737368434
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.44791667 0.45744681 0.44680851 0.46808511],0.512658227848101,0.531645569620253,0.508860759493671,0.112359550561798,0.063291139240506,0.5,0.306306306306306,0.209876543209876,0.520522687189354,0.119047619047619,0.073529411764706,0.475653594771242,0.16017316017316,0.095854922279793,0.499660134407223
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.75       0.65625    0.70212766 0.67021277 0.67021277],0.436708860759494,0.588607594936709,0.639240506329114,0.761384335154827,0.881856540084388,0.723628691983122,0.50828729281768,0.55421686746988,0.430441767068273,0.644808743169399,0.655555555555556,0.577777777777778,0.687842278203724,0.765853658536585,0.634242618741977
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4,4, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.52083333 0.55208333 0.58510638 0.57446809],0.493670886075949,0.481012658227848,0.579545454545455,0.699472759226714,0.836134453781513,0.640756302521008,0.56043956043956,0.621951219512195,0.488607188703466,0.568421052631579,0.692307692307692,0.483653846153846,0.646121147715197,0.763819095477387,0.578610055352907
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.69791667 0.69791667 0.74468085 0.75531915],0.474683544303798,0.60126582278481,0.66540404040404,0.741865509761388,0.718487394957983,0.75,0.560846560846561,0.654320987654321,0.470017636684303,0.627218934911243,0.67948717948718,0.60224358974359,0.676434676434676,0.697732997481108,0.665322194943086
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svd,26,0,26, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.98958333 0.97916667 0.97916667 0.95833333 0.96808511],0.553459119496855,0.459119496855346,0.802763819095477,1,1,1,0.663507109004739,0.833333333333333,0.536666666666667,0.556701030927835,0.805970149253731,0.506245944192083,0.822197055492639,0.930769230769231,0.805286093217128
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.97916667 0.95833333 0.96875    0.94791667],0.66875,0.6125,0.855,0.997912317327766,0.995833333333333,0.997916666666667,0.700564971751412,0.729411764705882,0.664705882352941,0.64367816091954,0.682926829268293,0.610694183864916,0.860240963855422,0.877149877149877,0.854605472926083
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.5        0.38888889 0.61111111 0.44444444],0.419354838709678,0.516129032258065,0.788461538461538,1,1,1,0.25,0.1875,0.427083333333333,0.482758620689655,0.538461538461538,0.519230769230769,0.775510204081633,0.75,0.7875
svm_model_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45 0.5  0.5  0.5  0.5 ],0.483870967741936,0.548387096774194,0.519230769230769,0.656488549618321,0.914893617021277,0.521276595744681,0.619047619047619,0.866666666666667,0.495833333333333,0.666666666666667,0.823529411764706,0.51890756302521,0.651162790697674,0.886075949367089,0.514466546112116
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.9375     0.95833333 0.94791667 0.9893617 ],0.515723270440252,0.509433962264151,0.805276381909548,1,1,1,0.620689655172414,0.768292682926829,0.507522964840038,0.589473684210526,0.777777777777778,0.532567049808429,0.822043628013777,0.910941475826972,0.80658736322366
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.93617021 0.95744681 0.96808511],0.544303797468354,0.537974683544304,0.816455696202532,1,1,1,0.636363636363636,0.818181818181818,0.551066217732884,0.629441624365482,0.765432098765432,0.532066698733365,0.833141542002302,0.916455696202532,0.816455696202532
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.65       0.3        0.5        0.66666667],0.53125,0.46875,0.8,1,1,1,0.666666666666667,0.9375,0.53125,0.604651162790698,0.8125,0.46875,0.826086956521739,0.95,0.8
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.65625    0.58333333 0.60416667 0.66666667 0.63541667],0.5375,0.5375,0.6025,0.68978102189781,0.7875,0.645833333333333,0.588888888888889,0.630952380952381,0.532581453634085,0.569767441860465,0.636363636363636,0.541073384446878,0.646666666666667,0.72568578553616,0.602191263695398
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.94791667 0.96875    0.9787234  0.92553191 1.        ],0.468354430379747,0.537974683544304,0.80126582278481,1,1,1,0.528089887640449,0.652777777777778,0.483365633074935,0.596685082872928,0.692307692307692,0.539903846153846,0.811524609843938,0.873385012919897,0.802697469239105
svm_model_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.45833333 0.46875    0.4893617  0.38297872],0.537974683544304,0.531645569620253,0.515151515151515,0.582010582010582,0.69327731092437,0.502100840336134,0.592178770949721,0.716216216216216,0.548584298584299,0.614583333333334,0.7375,0.52900641025641,0.590618336886994,0.706632653061224,0.517066326530612
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,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.97916667 0.9787234  0.95744681 0.95744681 0.95744681],0.56687898089172,0.522292993630573,0.818066157760814,1,1,1,0.685185185185185,0.850574712643678,0.532430213464696,0.641148325358852,0.848101265822785,0.520204479065238,0.840579710144928,0.937810945273632,0.815259639303483
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.88541667 0.86458333 0.875      0.90625    0.86458333],0.6,0.6375,0.84125,0.98960498960499,0.991666666666667,0.989583333333333,0.555555555555555,0.533333333333333,0.596078431372549,0.602739726027397,0.564102564102564,0.635709818636648,0.835278858625162,0.819338422391857,0.84087314239986
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.75       0.82291667 0.82291667 0.86170213],0.610062893081761,0.572327044025157,0.755025125628141,0.861995753715499,0.849372384937238,0.864016736401674,0.630952380952381,0.6625,0.609731012658228,0.580246913580247,0.55952380952381,0.573095238095238,0.756554307116105,0.751861042183623,0.755065381142702
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.77083333 0.84375    0.78723404 0.80851064],0.481012658227848,0.5,0.710858585858586,0.853448275862069,0.831932773109244,0.857142857142857,0.523255813953488,0.529411764705882,0.477034649476229,0.56353591160221,0.614457831325301,0.493895582329317,0.719706242350061,0.724137931034483,0.710514561372164
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.72916667 0.72916667 0.74468085 0.72340426 0.73404255],0.493670886075949,0.468354430379747,0.684810126582278,0.819532908704883,0.814345991561181,0.820675105485232,0.436619718309859,0.442857142857143,0.488474025974026,0.391304347826087,0.346153846153846,0.466826923076923,0.668442077230359,0.651948051948052,0.683998717332051
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.6        0.61111111 0.66666667 0.61111111],0.612903225806452,0.548387096774194,0.833333333333333,1,1,1,0.647058823529412,0.785714285714286,0.628151260504202,0.611111111111111,0.6875,0.54375,0.841463414634146,0.896103896103896,0.834127897419037
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdn,8,0,8,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.6875     0.72916667 0.70833333 0.66666667 0.70833333],0.5375,0.50625,0.67375,0.767241379310345,0.741666666666667,0.775,0.614583333333333,0.719512195121951,0.532833020637899,0.594871794871795,0.773333333333333,0.521960784313726,0.693301997649824,0.743073047858942,0.674266052465451
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.86458333 0.80208333 0.85416667 0.90625    0.84375   ],0.58125,0.5,0.76375,0.911392405063291,0.9,0.9125,0.649214659685864,0.75609756097561,0.576766729205754,0.555555555555556,0.641025641025641,0.503439649781113,0.776331360946745,0.82,0.76375
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svd,32,0,32, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.94791667 1.         0.95833333 0.95833333],0.525,0.48125,0.80125,1,1,1,0.563218390804598,0.597560975609756,0.523139462163852,0.514619883040936,0.594594594594595,0.489157762413577,0.807272727272727,0.840909090909091,0.801642664266427
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.77083333 0.76041667 0.85416667 0.73958333 0.66666667],0.6375,0.56875,0.71125,0.803030303030303,0.883333333333333,0.783333333333333,0.597222222222222,0.530864197530864,0.63884982028442,0.530612244897959,0.481481481481482,0.569854664791374,0.717948717948718,0.73134328358209,0.711149028725718
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.97916667 0.94791667 0.95833333 0.97916667 0.9893617 ],0.610062893081761,0.547169811320755,0.831658291457286,1,1,1,0.63953488372093,0.723684210526316,0.614854153455929,0.581395348837209,0.649350649350649,0.550285080772886,0.836982968369829,0.877551020408163,0.832339866639725
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.55       0.65       0.5        0.44444444],0.59375,0.4375,0.80625,1,1,1,0.518518518518519,0.5,0.583333333333333,0.307692307692308,0.266666666666667,0.427450980392157,0.791946308724832,0.766233766233766,0.804803630104835
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.94791667 0.95833333 0.95744681 0.89361702 0.95744681],0.506329113924051,0.518987341772152,0.80506329113924,1,1,1,0.5125,0.506172839506173,0.50633317299984,0.518987341772152,0.476744186046512,0.523094315245478,0.805555555555555,0.789603960396039,0.805423741856051
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.90625    0.88541667 0.91666667 0.91489362],0.635220125786163,0.610062893081761,0.842964824120603,0.98960498960499,0.99581589958159,0.989539748953975,0.579710144927536,0.506329113924051,0.634414556962025,0.575342465753425,0.494117647058824,0.618680445151033,0.836601307189543,0.794044665012407,0.843587218002387
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.96875    0.95833333 0.97916667 0.98958333 0.9375    ],0.575,0.5375,0.8225,1,1,1,0.673076923076923,0.769230769230769,0.544035674470457,0.647619047619048,0.80952380952381,0.523182957393484,0.841870824053452,0.910843373493976,0.819058050383351
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.96875    0.96875    0.97916667 0.94791667],0.5,0.59375,0.81875,1,1,1,0.62962962962963,0.860759493670886,0.504453820909517,0.688995215311005,0.878048780487805,0.5864602876798,0.839779005524862,0.947630922693267,0.818426990168689
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.96875    0.9375     0.97916667 0.94680851],0.515723270440252,0.49685534591195,0.802763819095477,1,1,1,0.588235294117647,0.654761904761905,0.507380952380952,0.578947368421053,0.705128205128205,0.500712250712251,0.816374269005848,0.870324189526185,0.802250702358029
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.5        0.65       0.55555556 0.33333333],0.65625,0.5625,0.8375,0.989473684210526,0.979166666666667,0.989583333333333,0.666666666666667,0.733333333333333,0.66078431372549,0.5625,0.5,0.571428571428571,0.8375,0.82716049382716,0.837630879824972
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.45       0.65       0.33333333 0.44444444],0.40625,0.46875,0.775,1,1,1,0.344827586206897,0.3125,0.40625,0.514285714285714,0.5625,0.46875,0.775,0.775,0.775
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.45       0.5        0.38888889 0.44444444],0.5,0.75,0.85,1,1,1,0.619047619047619,0.764705882352941,0.482352941176471,0.777777777777778,0.933333333333333,0.76078431372549,0.862068965517241,0.9375,0.85
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.8        0.75       0.55       0.55555556 0.77777778],0.34375,0.4375,0.75,0.989690721649485,1,0.989583333333333,0.4,0.7,0.440909090909091,0.470588235294118,0.666666666666667,0.483333333333333,0.759036144578313,0.9,0.766666666666667
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.96875    0.97916667 0.9893617  0.87234043 0.9787234 ],0.645569620253165,0.664556962025316,0.862025316455696,1,1,1,0.708333333333333,0.772727272727273,0.629220779220779,0.748815165876777,0.858695652173913,0.626317523056654,0.875712656784492,0.920863309352518,0.858554979073042
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svd,40,0,40, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.98958333 0.96875    0.94791667 0.96875    0.9787234 ],0.490566037735849,0.534591194968553,0.805276381909548,1,1,1,0.592964824120603,0.786666666666667,0.506428571428571,0.622448979591837,0.753086419753086,0.530389363722697,0.822451317296678,0.908860759493671,0.806051327377758
svm_model_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.69791667 0.63541667 0.66666667 0.65957447],0.515723270440252,0.446540880503145,0.660804020100502,0.775160599571734,0.757322175732218,0.780334728033473,0.564971751412429,0.568181818181818,0.509443021766965,0.428571428571429,0.464788732394366,0.448303457106274,0.661654135338346,0.663316582914573,0.660804020100502
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.98958333 0.96875    0.96808511 0.95744681 0.89361702],0.512658227848101,0.556962025316456,0.812658227848101,0.997894736842105,1,0.99789029535865,0.624390243902439,0.842105263157895,0.524711168164313,0.681818181818182,0.925925925925926,0.547378547378547,0.835555555555556,0.954314720812183,0.813015946264677
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.8125     0.86458333 0.89361702 0.82978723 0.84042553],0.506329113924051,0.613924050632911,0.777215189873418,0.923395445134576,0.940928270042194,0.921940928270042,0.576086956521739,0.706666666666667,0.515983935742972,0.655367231638418,0.783783783783784,0.624034749034749,0.791469194312796,0.865284974093264,0.779177140511979
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdn,16,0,16,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.88541667 0.89583333 0.875      0.78125    0.89583333],0.49375,0.5,0.76375,0.942148760330578,0.95,0.941666666666667,0.509090909090909,0.51219512195122,0.493277048155097,0.550561797752809,0.6125,0.5,0.771463119709794,0.793532338308458,0.7636003400085
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.875      0.875      0.86458333 0.88297872 0.81914894],0.544303797468354,0.506329113924051,0.768939393939394,0.929336188436831,0.911764705882353,0.930672268907563,0.581395348837209,0.625,0.543269230769231,0.48,0.486486486486487,0.505148005148005,0.768060836501901,0.772959183673469,0.768979591836735
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.9375     0.94791667 0.92553191 0.93617021 0.9787234 ],0.537974683544304,0.474683544303798,0.80253164556962,1,1,1,0.601092896174863,0.705128205128205,0.540064102564103,0.551351351351351,0.71830985915493,0.497085964060223,0.814726840855107,0.88860103626943,0.8044490329862
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.91666667 0.875      0.88541667 0.94680851],0.528301886792453,0.60377358490566,0.805276381909548,0.964059196617336,0.95397489539749,0.964435146443515,0.509803921568627,0.469879518072289,0.530992390615092,0.598726114649682,0.505376344086022,0.623900293255132,0.802043422733078,0.756626506024096,0.807447111279765
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.6        0.25       0.5        0.38888889 0.44444444],0.40625,0.53125,0.7875,1,1,1,0.387096774193548,0.428571428571429,0.408730158730159,0.482758620689655,0.7,0.577272727272727,0.782051282051282,0.847222222222222,0.792929292929293
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.83333333 0.82291667 0.85416667 0.85416667 0.8125    ],0.5125,0.5125,0.755,0.919354838709677,0.95,0.916666666666667,0.426470588235294,0.371794871794872,0.509068167604753,0.465753424657534,0.369565217391304,0.53772378516624,0.748071979434447,0.709756097560976,0.756160100062539
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.83333333 0.94680851 0.88297872 0.90425532 0.89361702],0.617834394904459,0.636942675159236,0.851145038167939,1,1,1,0.53125,0.447368421052632,0.612573099415205,0.577777777777778,0.458823529411765,0.653022875816993,0.840816326530612,0.778337531486146,0.851893701475721
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,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.97916667 0.92708333 0.94791667],0.575,0.53125,0.82125,1,1,1,0.66,0.758620689655172,0.557392536608408,0.626865671641791,0.692307692307692,0.505574136008919,0.837684449489217,0.882775119617225,0.818350910593953
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.72916667 0.73958333 0.75531915 0.73404255 0.86170213],0.620253164556962,0.651898734177215,0.762025316455696,0.854291417165669,0.90295358649789,0.845991561181435,0.647058823529412,0.6875,0.619391025641026,0.685714285714286,0.674157303370787,0.648672854583944,0.777777777777778,0.810344827586207,0.760641163793103
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.97916667 0.9375     0.9375     0.94791667 0.95833333],0.4625,0.50625,0.79375,1,1,1,0.565656565656566,0.746666666666667,0.47921568627451,0.586387434554974,0.756756756756757,0.523727215587681,0.810126582278481,0.904884318766067,0.796724397825856
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.7        0.66666667 0.72222222 0.72222222],0.580645161290323,0.516129032258065,0.82051282051282,1,1,1,0.628571428571429,0.611111111111111,0.574786324786325,0.482758620689655,0.466666666666667,0.514583333333333,0.822784810126582,0.8125,0.820723684210526
ensemble_model_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.9375     0.93617021 0.95744681 0.88297872],0.417721518987342,0.5,0.783544303797468,1,1,1,0.402597402597403,0.378048780487805,0.419287548138639,0.423357664233577,0.371794871794872,0.498397435897436,0.776470588235294,0.748110831234257,0.783724626813057
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.86458333 0.92708333 0.80208333 0.84375    0.90625   ],0.41875,0.5,0.78375,1,1,1,0.480446927374302,0.573333333333333,0.427843137254902,0.56989247311828,0.688311688311688,0.506806446565483,0.795266272189349,0.857142857142857,0.785189075630252
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdn,4,0,4,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.83333333 0.77083333 0.80208333 0.80208333 0.80208333],0.55625,0.45625,0.8025,1,1,1,0.481751824817518,0.397590361445783,0.562431544359255,0.391608391608392,0.318181818181818,0.471590909090909,0.792105263157895,0.732360097323601,0.804483390564114
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.80208333 0.82291667 0.83333333 0.84375    0.84042553],0.484276729559748,0.49685534591195,0.795226130653266,0.997912317327766,1,0.997907949790795,0.568421052631579,0.642857142857143,0.474761904761905,0.56043956043956,0.653846153846154,0.499762583095916,0.808460634547591,0.85785536159601,0.794750465608131
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.86458333 0.76041667 0.84375    0.82978723 0.72340426],0.525316455696203,0.487341772151899,0.79040404040404,0.978813559322034,0.970588235294117,0.978991596638656,0.590163934426229,0.635294117647059,0.516277195809831,0.557377049180328,0.662337662337662,0.491662658329325,0.801909307875895,0.84,0.789897959183673
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.84375    0.83333333 0.76041667 0.77659574],0.465408805031447,0.465408805031447,0.781407035175879,0.991596638655462,0.98744769874477,0.99163179916318,0.554973821989529,0.736111111111111,0.488745210727969,0.564102564102564,0.705128205128205,0.469848053181387,0.798143851508121,0.884318766066838,0.78368272455676
svm_model_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.43333333 0.53571429 0.57142857 0.57142857],0.541666666666667,0.458333333333333,0.8,1,1,1,0.702702702702703,1,0.5,0.628571428571429,1,0.5,0.833333333333333,1,0.8
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.4        0.5        0.61111111 0.38888889],0.4375,0.65625,0.81875,1,1,1,0.470588235294118,0.666666666666667,0.483333333333333,0.765957446808511,0.75,0.5625,0.836158192090395,0.880952380952381,0.81547619047619
svm_model_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.57142857 0.46428571 0.46428571 0.53571429],0.382978723404255,0.51063829787234,0.779661016949153,1,1,1,0.553846153846154,1,0.5,0.676056338028169,1,0.5,0.81294964028777,1,0.788617886178862
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.63541667 0.65625    0.83333333 0.74468085],0.459119496855346,0.553459119496855,0.778894472361809,0.960334029227557,0.96234309623431,0.960251046025105,0.522222222222222,0.626666666666667,0.468095238095238,0.603351955307262,0.72972972972973,0.564864864864865,0.789976133651551,0.853092783505155,0.780713058419244
ensemble_model_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.95833333 0.97916667 0.97916667 0.91489362],0.471698113207547,0.553459119496855,0.805276381909548,1,1,1,0.522727272727273,0.647887323943662,0.488716389244558,0.589595375722543,0.653846153846154,0.555318138651472,0.812575574365175,0.865979381443299,0.806764200525571
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.8        0.55       0.5        0.66666667 0.61111111],0.625,0.40625,0.80625,1,1,1,0.739130434782609,0.772727272727273,0.536363636363636,0.387096774193548,0.4,0.405882352941177,0.820809248554913,0.835294117647059,0.804313725490196
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.875      0.86458333 0.81914894 0.81914894 0.81914894],0.550632911392405,0.481012658227848,0.794936708860759,0.980972515856237,0.978902953586498,0.981012658227848,0.535947712418301,0.621212121212121,0.560606060606061,0.481012658227848,0.431818181818182,0.487337662337662,0.793367346938776,0.79539641943734,0.794941317488094
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8,4, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.91666667 0.875      0.85416667 0.91489362 0.87234043],0.588607594936709,0.544303797468354,0.814393939393939,0.978991596638655,0.978991596638655,0.978991596638656,0.648648648648649,0.714285714285714,0.58011583011583,0.604395604395605,0.723684210526316,0.55086649550706,0.825622775800712,0.874371859296482,0.814089482947733
svm_model_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.46666667 0.53571429 0.60714286 0.57142857],0.520833333333333,0.583333333333333,0.816666666666667,0.993103448275862,1,0.993055555555556,0.684931506849315,1,0.5,0.736842105263158,0.96551724137931,0.482758620689655,0.850340136054422,0.992063492063492,0.807435254803676
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.86458333 0.86458333 0.94791667 0.85416667 0.91666667],0.49375,0.54375,0.7875,0.966244725738397,0.954166666666667,0.966666666666667,0.575916230366492,0.785714285714286,0.526190476190476,0.654028436018957,0.851851851851852,0.539849976558837,0.805936073059361,0.902813299232736,0.790037456462334
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.86458333 0.90625    0.91489362 0.89361702 0.87234043],0.594936708860759,0.626582278481013,0.822784810126582,0.963906581740977,0.957805907172996,0.964135021097046,0.655913978494624,0.74390243902439,0.58905648267009,0.681081081081081,0.732558139534884,0.616279069767442,0.833729216152019,0.866666666666667,0.821645021645022
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdn,8,0,8,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.88541667 0.94680851 0.91489362 0.87234043],0.493670886075949,0.455696202531646,0.782278481012658,0.987341772151899,0.987341772151899,0.987341772151899,0.375,0.30379746835443,0.493670886075949,0.328125,0.25609756097561,0.463575096277279,0.764383561643836,0.701005025125628,0.782900471746488
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.90625    0.91666667 0.90425532 0.84042553 0.81914894],0.506329113924051,0.487341772151899,0.778481012658228,0.966804979253112,0.983122362869198,0.966244725738397,0.426470588235294,0.371794871794872,0.504647435897436,0.41726618705036,0.376623376623377,0.484607984607985,0.768824306472919,0.74234693877551,0.778208645267152
svm_model_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.61458333 0.625      0.58333333 0.63541667 0.59375   ],0.5,0.48125,0.64125,0.758754863813229,0.8125,0.741666666666667,0.411764705882353,0.341463414634146,0.504065040650407,0.41958041958042,0.36144578313253,0.48591769676107,0.638083228247163,0.624691358024691,0.641459603062978
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.89583333 0.84375    0.88297872 0.92553191 0.80851064],0.544303797468354,0.449367088607595,0.783544303797468,0.97489539748954,0.983122362869198,0.974683544303797,0.560975609756098,0.541176470588235,0.544560838033844,0.445859872611465,0.472972972972973,0.450772200772201,0.785982478097622,0.792929292929293,0.783520484028098
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.85416667 0.8125     0.83333333 0.86458333 0.85416667],0.49375,0.53125,0.7725,0.945147679324894,0.933333333333333,0.945833333333333,0.463576158940397,0.421686746987952,0.496557659208262,0.482758620689655,0.432098765432099,0.532505078918581,0.763636363636364,0.727722772277228,0.772952295229523
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.88541667 0.90625    0.87234043 0.89361702 0.92553191],0.556962025316456,0.5,0.794936708860759,0.9723991507431,0.966244725738397,0.972573839662447,0.551282051282051,0.5,0.5625,0.462585034013605,0.430379746835443,0.5,0.790697674418605,0.761194029850746,0.795545468533621
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.71875    0.82291667 0.72340426 0.84042553 0.85106383],0.556962025316456,0.60126582278481,0.808860759493671,0.963414634146341,1,0.962025316455696,0.602272727272727,0.688311688311688,0.560205226871894,0.683417085427136,0.731182795698925,0.57328370554177,0.825836216839677,0.87960687960688,0.806644170873936
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdn,26,0,26,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.88541667 0.90625    0.91666667 0.93617021],0.553459119496855,0.528301886792453,0.801507537688442,0.975,0.97907949790795,0.97489539748954,0.547770700636943,0.5,0.558219178082192,0.496644295302013,0.451219512195122,0.530804561292366,0.798982188295165,0.771498771498772,0.802201827908769
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.83333333 0.80208333 0.76041667 0.76595745],0.591194968553459,0.534591194968553,0.721105527638191,0.840077071290944,0.912133891213389,0.826359832635983,0.606060606060606,0.684931506849315,0.59827970691303,0.55421686746988,0.582278481012658,0.534889240506329,0.738823529411765,0.80306905370844,0.722522181175208
svm_model_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.46666667 0.5        0.5        0.5       ],0.583333333333333,0.395833333333333,0.795833333333333,1,1,1,0.736842105263158,1,0.5,0.567164179104478,1,0.5,0.829268292682927,1,0.797520661157025
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.73333333 0.53333333 0.53571429 0.60714286 0.46428571],0.479166666666667,0.479166666666667,0.791666666666667,1,1,1,0.489795918367347,0.5,0.479166666666667,0.576271186440678,0.708333333333333,0.479166666666667,0.801587301587301,0.841666666666667,0.791666666666667
svm_model_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.63333333 0.53571429 0.42857143 0.53571429],0.458333333333333,0.5625,0.804166666666667,1,1,1,0.628571428571429,1,0.5,0.72,1,0.5,0.837370242214533,1,0.802521008403361
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.5        0.46428571 0.42857143 0.64285714],0.531914893617021,0.51063829787234,0.809322033898305,1,1,1,0.476190476190476,0.476190476190476,0.526556776556777,0.51063829787234,0.48,0.512727272727273,0.805194805194805,0.794871794871795,0.80920060331825
svm_model_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.69791667 0.64583333 0.75       0.69791667 0.66666667],0.54375,0.4125,0.65875,0.756880733944954,0.6875,0.779166666666667,0.540880503144654,0.558441558441558,0.544281020184635,0.397435897435897,0.407894736842105,0.412280701754386,0.636484687083888,0.608142493638677,0.657879600627692
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.85416667 0.84375    0.88297872 0.89361702 0.87234043],0.512658227848101,0.506329113924051,0.767088607594937,0.937901498929336,0.924050632911392,0.938818565400844,0.437956204379562,0.4,0.507228915662651,0.524390243902439,0.5,0.506944444444444,0.760416666666667,0.733668341708543,0.767344374935904
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.94791667 0.84375    0.92708333 0.94680851],0.572327044025157,0.522012578616352,0.809045226130653,0.983050847457627,0.97071129707113,0.98326359832636,0.575,0.63013698630137,0.576696400127429,0.5,0.469135802469136,0.523029439696106,0.806122448979592,0.804071246819338,0.808983514228528
svm_model_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.57142857 0.46428571 0.60714286 0.46428571],0.446808510638298,0.446808510638298,0.775423728813559,0.993006993006993,1,0.992957746478873,0.617647058823529,1,0.5,0.617647058823529,1,0.5,0.810035842293907,1,0.784552845528455
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.67857143 0.5        0.53571429 0.5       ],0.553191489361702,0.404255319148936,0.432203389830509,0.397163120567376,0.394366197183099,0.401408450704225,0.571428571428571,0.608695652173913,0.554347826086957,0.481481481481482,0.590909090909091,0.415454545454545,0.450819672131148,0.474137931034483,0.432902298850575
svm_model_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.76041667 0.77083333 0.80208333 0.75       0.82291667],0.65625,0.66875,0.77125,0.858757062146892,0.95,0.84375,0.699453551912568,0.744186046511628,0.649120050282841,0.682634730538922,0.77027027027027,0.67583280955374,0.792281498297389,0.8725,0.77125
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.875      0.89583333 0.89583333 0.875      0.88541667],0.5375,0.5,0.7875,0.966386554621849,0.958333333333333,0.966666666666667,0.463768115942029,0.438356164383562,0.529522909777988,0.466666666666667,0.411764705882353,0.505882352941176,0.777486910994764,0.746231155778894,0.787294682367059
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.91666667 0.89583333 0.89361702 0.88297872 0.88297872],0.512658227848101,0.487341772151899,0.769620253164557,0.948717948717949,0.936708860759494,0.949367088607595,0.453900709219858,0.4,0.514102564102564,0.433566433566434,0.373493975903614,0.493413654618474,0.757978723404255,0.7125,0.770352564102564
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdn,32,0,32,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.94791667 0.91666667 0.92708333 0.84375    0.90625   ],0.525,0.55,0.7975,0.970338983050847,0.954166666666667,0.970833333333333,0.518987341772152,0.506172839506173,0.525238318487264,0.55,0.483516483516483,0.560598821468387,0.79493670886076,0.762135922330097,0.798593734360925
ensemble_model_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.96875    0.94791667 0.97916667 0.92708333 0.92708333],0.46875,0.525,0.79875,1,1,1,0.437086092715232,0.375,0.479166666666667,0.396825396825397,0.342465753424657,0.510313336482444,0.787318361955086,0.743142144638404,0.79888936805855
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.86458333 0.91666667 0.93617021 0.88297872 0.93617021],0.468354430379747,0.481012658227848,0.787341772151899,0.995798319327731,1,0.9957805907173,0.416666666666667,0.365853658536585,0.472400513478819,0.422535211267606,0.422535211267606,0.475635421725757,0.779527559055118,0.761538461538462,0.787019230769231
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.91666667 0.91666667 0.88541667 0.9375     0.85416667],0.49375,0.55625,0.80375,0.98960498960499,0.991666666666667,0.989583333333333,0.542372881355932,0.648648648648649,0.504556882463859,0.579881656804734,0.597560975609756,0.555190744215135,0.810157194679565,0.845959595959596,0.804167916791679
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.88541667 0.88541667 0.89583333 0.89583333 0.89583333],0.59375,0.6125,0.8275,0.977319587628866,0.9875,0.977083333333333,0.663212435233161,0.810126582278481,0.596421315830599,0.64367816091954,0.756756756756757,0.622564424890006,0.838028169014084,0.908396946564885,0.828891347975317
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdn,16,0,16,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.82291667 0.92708333 0.90625    0.90625    0.8125    ],0.525,0.49375,0.79375,0.983122362869198,0.970833333333333,0.983333333333333,0.518987341772152,0.471264367816092,0.530152731853251,0.408759124087591,0.4,0.483333333333333,0.785435630689207,0.760705289672544,0.79350400960054
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.9375     0.94791667 0.90425532 0.94680851],0.430379746835443,0.462025316455696,0.777777777777778,0.997894736842105,0.995798319327731,0.997899159663866,0.423076923076923,0.417721518987342,0.430379746835443,0.451612903225806,0.411764705882353,0.466156325543916,0.776081424936387,0.758706467661692,0.778071182548795
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,468,156,156,0.6,0.2,0.2, [0.80851064 0.86170213 0.86170213 0.87234043 0.88043478],0.525641025641026,0.532051282051282,0.803846153846154,0.987068965517241,0.978632478632479,0.987179487179487,0.633663366336634,0.711111111111111,0.491919191919192,0.633165829145729,0.777777777777778,0.522222222222222,0.823121387283237,0.879012345679012,0.80083950617284
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.875      0.90625    0.875      0.82291667 0.88297872],0.515723270440252,0.477987421383648,0.791457286432161,0.98744769874477,0.98744769874477,0.98744769874477,0.56,0.604938271604938,0.514007597340931,0.484472049689441,0.557142857142857,0.486436597110754,0.796068796068796,0.830769230769231,0.792231906025009
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.79787234 0.75531915 0.75531915 0.78723404 0.77659574],0.42948717948718,0.442307692307692,0.758312020460358,0.9723991507431,0.974468085106383,0.972340425531915,0.529100529100529,0.568181818181818,0.409090909090909,0.513966480446927,0.638888888888889,0.456349206349206,0.774731823599523,0.822784810126582,0.757645635037451
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.76041667 0.71875    0.75       0.66666667 0.80208333],0.50625,0.5125,0.77875,0.957805907172996,0.945833333333333,0.958333333333333,0.50314465408805,0.555555555555556,0.510732323232323,0.518518518518518,0.552631578947368,0.514411027568922,0.777358490566038,0.79639175257732,0.779263837453708
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.8125     0.6875     0.74468085 0.77659574 0.74468085],0.677215189873418,0.569620253164557,0.837974683544304,0.981288981288981,0.9957805907173,0.981012658227848,0.701754385964912,0.72289156626506,0.674779116465863,0.527777777777778,0.520547945205479,0.566156325543916,0.839195979899497,0.849872773536896,0.838034623544266
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.85416667 0.75       0.86458333 0.85106383 0.79787234],0.468354430379747,0.563291139240506,0.787878787878788,0.968017057569296,0.953781512605042,0.968487394957983,0.493975903614458,0.630769230769231,0.492803970223325,0.653266331658292,0.677083333333333,0.532090053763441,0.798561151079137,0.834586466165413,0.787522240716295
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.8125     0.86458333 0.84042553 0.82978723 0.84042553],0.531645569620253,0.550632911392405,0.80253164556962,0.976744186046512,0.974683544303797,0.976793248945148,0.588888888888889,0.6625,0.529967948717949,0.603351955307263,0.642857142857143,0.544401544401544,0.8125,0.8428927680798,0.801909108975633
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.36666667 0.71428571 0.53571429 0.60714286],0.5625,0.5625,0.754166666666667,0.882758620689655,0.888888888888889,0.881944444444444,0.588235294117647,0.714285714285714,0.579365079365079,0.631578947368421,0.642857142857143,0.546428571428571,0.766798418972332,0.801652892561983,0.75376762275158
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.4        0.46666667 0.46428571 0.46428571 0.5       ],0.583333333333333,0.520833333333333,0.816666666666667,0.993006993006993,0.986111111111111,0.993055555555556,0.696969696969697,0.851851851851852,0.544973544973545,0.581818181818182,0.761904761904762,0.547619047619048,0.833333333333333,0.916666666666667,0.816666666666667
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.875      0.95833333 0.86458333 0.88541667 0.86170213],0.685534591194968,0.672955974842767,0.842964824120603,0.952577319587629,0.96652719665272,0.951882845188284,0.6875,0.662650602409639,0.686588459099556,0.704545454545455,0.681318681318681,0.671541693600517,0.847746650426309,0.842615012106537,0.842978524330031
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.64583333 0.66666667 0.76041667 0.69791667 0.77083333],0.46875,0.53125,0.75125,0.920570264765784,0.941666666666667,0.91875,0.55026455026455,0.590909090909091,0.455176767676768,0.585635359116022,0.582417582417582,0.523092849179806,0.768873403019745,0.789976133651551,0.749318775487193
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.53333333 0.5        0.46428571 0.60714286],0.5,0.520833333333333,0.804166666666667,1,1,1,0.4,0.32,0.507826086956522,0.566037735849057,0.652173913043478,0.526086956521739,0.80168776371308,0.791666666666667,0.804166666666667
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.92708333 0.92553191 0.90425532 0.86170213],0.550632911392405,0.594936708860759,0.820253164556962,0.985074626865672,0.974683544303797,0.985232067510548,0.535947712418301,0.471264367816092,0.559575845879877,0.567567567567568,0.51219512195122,0.598202824133504,0.815584415584416,0.773399014778325,0.821595340722496
svm_model_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.875      0.84375    0.80208333 0.8125     0.69791667],0.50625,0.5125,0.735,0.883227176220807,0.866666666666667,0.885416666666667,0.439716312056738,0.436619718309859,0.499208735559424,0.524390243902439,0.472527472527472,0.51887243191591,0.72680412371134,0.701492537313433,0.73516837920948
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.5        0.60714286 0.64285714 0.42857143 0.57142857],0.543478260869565,0.543478260869565,0.797413793103448,0.965034965034965,0.985714285714286,0.964285714285714,0.553191489361702,0.5,0.55,0.571428571428571,0.636363636363636,0.547348484848485,0.803347280334728,0.813559322033898,0.797130538209932
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.9375     0.88541667 0.90625    0.90625    0.94791667],0.53125,0.58125,0.8075,0.974789915966386,0.966666666666667,0.975,0.545454545454546,0.529411764705882,0.531372549019608,0.531468531468531,0.527777777777778,0.576388888888889,0.803571428571429,0.793450881612091,0.807395415992149
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.9375     0.96875    0.98958333 0.89583333 0.90625   ],0.5625,0.55,0.8225,1,1,1,0.567901234567901,0.754098360655738,0.599271402550091,0.6,0.627906976744186,0.543683218101823,0.827250608272506,0.878552971576227,0.824264379250583
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.95833333 0.92708333 0.85106383 0.87234043 0.92553191],0.544303797468354,0.556962025316456,0.816455696202532,0.993657505285412,0.991561181434599,0.993670886075949,0.581395348837209,0.625,0.543269230769231,0.602272727272727,0.623529411764706,0.551490733279613,0.823386114494519,0.840796019900497,0.816016566651279
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.79166667 0.84375    0.72916667 0.82291667 0.77083333],0.6,0.625,0.7425,0.84469696969697,0.929166666666667,0.829166666666667,0.652173913043478,0.674157303370787,0.590599778445957,0.642857142857143,0.675,0.625,0.765909090909091,0.823960880195599,0.740624941376572
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.91666667 0.91666667 0.83333333 0.84042553],0.540880503144654,0.515723270440252,0.796482412060301,0.97489539748954,0.97489539748954,0.97489539748954,0.503401360544218,0.569230769230769,0.545253682487725,0.56,0.532608695652174,0.512573004542505,0.7975,0.805555555555556,0.796527777777778
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdn,40,0,40,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.90625    0.86458333 0.85416667 0.91666667 0.86458333],0.525,0.49375,0.7825,0.964509394572025,0.9625,0.964583333333333,0.506493506493506,0.541666666666667,0.526515151515151,0.484076433121019,0.469135802469136,0.494061572120644,0.779746835443038,0.783715012722646,0.782520897024714
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,480,160,160,0.6,0.2,0.2, [0.875      0.88541667 0.94791667 0.92708333 0.94791667],0.51875,0.46875,0.7975,1,1,1,0.579234972677596,0.576086956521739,0.508631713554987,0.519774011299435,0.522727272727273,0.462752525252525,0.807142857142857,0.807142857142857,0.796992481203008
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.875      0.875      0.86458333 0.91489362],0.490566037735849,0.515723270440252,0.796482412060301,0.991561181434599,0.98326359832636,0.99163179916318,0.514970059880239,0.518072289156626,0.48929930247305,0.52760736196319,0.573333333333333,0.518809523809524,0.798507462686567,0.808564231738035,0.79651269231012
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40,4, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.88541667 0.9375     0.90625    0.94791667 0.93617021],0.559748427672956,0.484276729559748,0.790201005025126,0.968421052631579,0.96234309623431,0.968619246861925,0.556962025316456,0.571428571428571,0.560104529616725,0.460526315789474,0.454545454545455,0.483370288248337,0.787261146496815,0.786259541984733,0.79015210349857
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.57142857 0.53571429 0.5        0.57142857],0.48936170212766,0.48936170212766,0.792372881355932,0.992907801418439,0.985915492957746,0.992957746478873,0.52,0.481481481481482,0.490740740740741,0.454545454545455,0.555555555555556,0.501915708812261,0.791489361702128,0.801724137931034,0.792528735632184
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.82291667 0.875      0.9375     0.86170213 0.92553191],0.436708860759494,0.443037974683544,0.768939393939394,0.987394957983193,0.987394957983193,0.987394957983193,0.529100529100529,0.617283950617284,0.432018598685265,0.511111111111111,0.63013698630137,0.45624496373892,0.783431952662722,0.844387755102041,0.76969387755102
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.67857143 0.71428571 0.42857143 0.67857143],0.468085106382979,0.48936170212766,0.711864406779661,0.863309352517986,0.845070422535211,0.866197183098592,0.509803921568627,0.541666666666667,0.466485507246377,0.5,0.5,0.489130434782609,0.714285714285714,0.714285714285714,0.711843711843712
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.90625    0.78125    0.78723404 0.79787234 0.81914894],0.556962025316456,0.582278481012658,0.807594936708861,0.966666666666666,0.978902953586498,0.966244725738397,0.578313253012048,0.545454545454545,0.558441558441558,0.554054054054054,0.546666666666667,0.580562248995984,0.808564231738035,0.8025,0.807660256410256
svm_model_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.36666667 0.46666667 0.39285714 0.5        0.42857143],0.5625,0.541666666666667,0.525,0.650246305418719,0.916666666666667,0.506944444444444,0.676923076923077,0.814814814814815,0.526455026455027,0.65625,0.91304347826087,0.556521739130435,0.656626506024097,0.89344262295082,0.518755209780495
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.83333333 0.85416667 0.89583333 0.89583333 0.90625   ],0.5375,0.56875,0.79625,0.958847736625514,0.970833333333333,0.958333333333333,0.55421686746988,0.575,0.5375,0.581818181818182,0.64,0.572941176470588,0.800489596083231,0.827848101265823,0.796640100015627
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.5        0.5        0.57142857 0.5       ],0.468085106382979,0.531914893617021,0.800847457627119,1,1,1,0.603174603174603,0.678571428571429,0.418233082706767,0.56,0.7,0.553703703703704,0.815686274509804,0.873949579831933,0.80022265316383
svm_model_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.5        0.46666667 0.35714286 0.39285714 0.39285714],0.5,0.5,0.520833333333333,0.309278350515464,0.208333333333333,0.534722222222222,0.076923076923077,0.045454545454546,0.465034965034965,0.142857142857143,0.090909090909091,0.468531468531469,0.23841059602649,0.155172413793103,0.509037819799777
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26,4, low_bits_4, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.86170213 0.91489362 0.93617021 0.92553191 0.89361702],0.564102564102564,0.544871794871795,0.815856777493606,0.989384288747346,0.991489361702127,0.98936170212766,0.575,0.638888888888889,0.569444444444444,0.603351955307263,0.606741573033708,0.534714070098943,0.822222222222222,0.840909090909091,0.815532265661799
ensemble_model_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.91666667 0.875      0.91666667 0.9375     0.9375    ],0.5125,0.50625,0.80125,0.99581589958159,0.991666666666667,0.995833333333333,0.48,0.433734939759036,0.515568768580817,0.469798657718121,0.397727272727273,0.518308080808081,0.795366795366795,0.751824817518248,0.802647627268122
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.89583333 0.94791667 0.90425532 0.81914894 0.87234043],0.550632911392405,0.550632911392405,0.817721518987342,0.995798319327731,1,0.9957805907173,0.535947712418301,0.525641025641026,0.550320512820513,0.559006211180124,0.517241379310345,0.554395337542496,0.817721518987342,0.803482587064677,0.8179784069344
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.94791667 0.92708333 0.88541667 0.9375     0.92708333],0.5125,0.4625,0.7925,0.99581589958159,0.991666666666667,0.995833333333333,0.546511627906977,0.573170731707317,0.510944340212633,0.448717948717949,0.466666666666667,0.462745098039216,0.794044665012407,0.806045340050378,0.792600833796901
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdn,26,0,26,4, low_bits_4_shifted_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.92553191 0.86170213 0.89361702 0.88297872 0.90425532],0.493589743589744,0.564102564102564,0.80690537084399,0.991525423728814,0.995744680851064,0.991489361702127,0.526946107784431,0.564102564102564,0.493589743589744,0.540540540540541,0.547945205479452,0.56312922924575,0.808132147395172,0.823834196891192,0.807119118647616
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.72916667 0.8125     0.71875    0.76041667 0.75      ],0.6,0.61875,0.82375,0.967741935483871,1,0.966666666666667,0.640449438202247,0.7125,0.6,0.634730538922156,0.768115942028985,0.636805223761745,0.832342449464923,0.89974293059126,0.825783874054754
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.36666667 0.53333333 0.42857143 0.53571429 0.5       ],0.520833333333333,0.583333333333333,0.820833333333333,1,1,1,0.596491228070176,0.62962962962963,0.505291005291005,0.615384615384615,0.64,0.580869565217391,0.8300395256917,0.846774193548387,0.819938820912125
svm_model_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.46428571 0.5        0.42857143 0.5       ],0.382978723404255,0.48936170212766,0.5,0.580645161290323,0.633802816901409,0.542253521126761,0.508474576271187,0.535714285714286,0.346804511278195,0.571428571428571,0.666666666666667,0.485507246376812,0.562962962962963,0.617886178861789,0.494783797395496
svm_model_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.86458333 0.8125     0.82978723 0.82978723 0.74468085],0.556962025316456,0.468354430379747,0.718987341772152,0.844036697247706,0.776371308016878,0.856540084388186,0.578313253012048,0.607594936708861,0.556962025316456,0.522727272727273,0.605263157894737,0.473363286264442,0.7146529562982,0.709183673469388,0.718913444774895
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.71875    0.78125    0.76041667 0.82978723],0.490566037735849,0.490566037735849,0.698492462311558,0.815165876777251,0.719665271966527,0.836820083682008,0.425531914893617,0.344827586206897,0.505747126436782,0.448979591836735,0.402439024390244,0.493427304402914,0.661971830985916,0.575980392156863,0.701649989892864
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdne,4,0,4,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.78125    0.85416667 0.9375     0.84375   ],0.44375,0.525,0.73625,0.894495412844037,0.8125,0.904166666666667,0.45398773006135,0.44578313253012,0.443670787044281,0.479452054794521,0.507246376811594,0.522853957636566,0.716778523489933,0.681122448979592,0.735169067627051
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.875      0.875      0.86458333 0.875      0.875     ],0.51875,0.54375,0.7475,0.895161290322581,0.925,0.891666666666667,0.509554140127389,0.506329113924051,0.518596655727457,0.552147239263804,0.517241379310345,0.546291922531885,0.752450980392157,0.75615763546798,0.747368157835513
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4,4, low_bits_4, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.85106383 0.89361702 0.91489362 0.85106383 0.90425532],0.557692307692308,0.512820512820513,0.782608695652174,0.946236559139785,0.936170212765957,0.946808510638298,0.51063829787234,0.514285714285714,0.553654485049834,0.472222222222222,0.447368421052632,0.511184210526316,0.773333333333333,0.761154855643045,0.782073687173143
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.89583333 0.89583333 0.86170213 0.90425532],0.5,0.5,0.751262626262626,0.916488222698073,0.899159663865546,0.918067226890756,0.462585034013606,0.515151515151515,0.502140974967062,0.526946107784431,0.478260869565217,0.504281949934124,0.747759282970551,0.737373737373737,0.751262626262626
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.76666667 0.46666667 0.53571429 0.82142857 0.82142857],0.395833333333333,0.395833333333333,0.758333333333333,1,1,1,0.382978723404255,0.529411764705882,0.425996204933586,0.452830188679245,0.428571428571429,0.389285714285714,0.762295081967213,0.794871794871795,0.759224515322076
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4,4, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.88297872 0.93617021 0.94680851 0.89361702 0.90425532],0.647435897435897,0.634615384615385,0.826086956521739,0.948497854077253,0.940425531914893,0.948936170212766,0.682080924855491,0.786666666666667,0.652592592592593,0.650306748466258,0.726027397260274,0.640122132365077,0.830423940149626,0.869451697127937,0.826956425005071
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.9375     0.93617021 0.90425532 0.9787234 ],0.531645569620253,0.481012658227848,0.80253164556962,1,1,1,0.588888888888889,0.646341463414634,0.52711810012837,0.511904761904762,0.558441558441558,0.482924482924483,0.81021897810219,0.840909090909091,0.802434240886017
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.46428571 0.42857143 0.42857143 0.42857143],0.48936170212766,0.425531914893617,0.779661016949153,0.992907801418439,0.985915492957746,0.992957746478873,0.428571428571429,0.45,0.484259259259259,0.4,0.333333333333333,0.441666666666667,0.771929824561403,0.745762711864407,0.779661016949153
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.85106383 0.92553191 0.94680851 0.93617021 0.94680851],0.42948717948718,0.493589743589744,0.781329923273657,0.993657505285412,1,0.993617021276596,0.570048309178744,0.7375,0.421381578947369,0.603015075376884,0.779220779220779,0.49720532631925,0.805460750853242,0.903061224489796,0.781017791732077
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.90625    0.86458333 0.90625    0.92708333 0.88541667],0.675,0.6375,0.85625,0.98960498960499,0.991666666666667,0.989583333333333,0.69047619047619,0.734177215189873,0.675730582903579,0.666666666666667,0.651685393258427,0.635701851558791,0.860267314702309,0.867647058823529,0.856017406962785
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.91666667 0.875      0.85416667 0.9375     0.89583333],0.5625,0.50625,0.80875,0.991666666666667,0.991666666666667,0.991666666666667,0.573170731707317,0.5875,0.5625,0.548571428571429,0.615384615384615,0.50891181988743,0.813186813186813,0.836683417085427,0.808888972224306
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32,4, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.83333333 0.81914894 0.86170213 0.86170213 0.89361702],0.54140127388535,0.515923566878981,0.806615776081425,0.991596638655462,1,0.991525423728814,0.52,0.475609756097561,0.544471544715447,0.457142857142857,0.4,0.518181818181818,0.801566579634465,0.771356783919598,0.807070144537119
ensemble_model_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.97916667 0.9375     0.92708333 0.95833333 0.86458333],0.4875,0.5125,0.8,1,1,1,0.539325842696629,0.592592592592593,0.486169714017815,0.541176470588235,0.597402597402597,0.515568768580817,0.806763285024154,0.839195979899497,0.800195004875122
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.89361702 0.87234043 0.89361702 0.92553191 0.91489362],0.506410256410256,0.551282051282051,0.812020460358056,1,1,1,0.538922155688623,0.5,0.507575757575758,0.573170731707317,0.566265060240964,0.550255817791715,0.816479400749064,0.801470588235294,0.8125
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.91666667 0.90625    0.93617021 0.92553191 0.91489362],0.544303797468354,0.493670886075949,0.80506329113924,0.9957805907173,0.9957805907173,0.9957805907173,0.513513513513514,0.5,0.542682926829268,0.45945945945946,0.441558441558442,0.492384159050826,0.8,0.78974358974359,0.804871794871795
svm_model_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.42857143 0.35714286 0.42857143 0.46428571],0.48936170212766,0.574468085106383,0.525423728813559,0.209302325581395,0.126760563380282,0.52112676056338,0.076923076923077,0.05,0.432407407407407,0.375,0.24,0.597272727272727,0.222222222222222,0.137931034482759,0.518965517241379
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.56666667 0.5        0.46428571 0.53571429 0.71428571],0.5625,0.541666666666667,0.820833333333333,1,1,1,0.666666666666667,0.807692307692308,0.54020979020979,0.592592592592593,0.727272727272727,0.555944055944056,0.835249042145594,0.908333333333333,0.820833333333333
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.8125     0.92708333 0.9375     0.92708333 0.90625   ],0.5375,0.5,0.80625,0.997912317327766,0.995833333333333,0.997916666666667,0.602150537634409,0.674698795180723,0.532154592395556,0.56989247311828,0.646341463414634,0.49624765478424,0.81786133960047,0.859259259259259,0.805578996718237
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.75       0.77083333 0.8125     0.77083333 0.82291667],0.61875,0.53125,0.81375,0.973415132924336,0.991666666666667,0.972916666666667,0.677248677248677,0.761904761904762,0.611215538847118,0.571428571428571,0.641025641025641,0.533927454659162,0.825322391559203,0.875621890547264,0.813439085977149
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32,4, low_bits_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.84375    0.75531915 0.73404255 0.73404255 0.85106383],0.643312101910828,0.605095541401274,0.833333333333333,0.97319587628866,1,0.972457627118644,0.658536585365854,0.675,0.642694805194805,0.626506024096385,0.634146341463415,0.603739837398374,0.839263803680982,0.85929648241206,0.832998756669948
svm_model_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.72916667 0.79787234 0.70212766 0.79787234],0.531645569620253,0.588607594936709,0.711392405063291,0.8,0.751054852320675,0.812236286919831,0.506666666666667,0.452380952380952,0.537001287001287,0.596273291925466,0.607594936708861,0.588607594936709,0.698412698412698,0.66,0.712051282051282
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.875      0.94680851 0.91489362 0.91489362],0.544303797468354,0.537974683544304,0.812658227848101,0.993710691823899,1,0.993670886075949,0.604395604395604,0.654761904761905,0.536840411840412,0.63681592039801,0.719101123595506,0.511724474841231,0.827906976744186,0.868292682926829,0.810462130937099
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.92708333 0.90425532 0.93617021 0.87234043],0.468354430379747,0.487341772151899,0.754430379746835,0.936263736263736,0.89873417721519,0.938818565400844,0.4,0.383561643835616,0.462369057211926,0.463576158940397,0.416666666666667,0.492117117117117,0.739946380697051,0.700507614213198,0.754294211147003
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.85416667 0.92708333 0.96875    0.92553191],0.547169811320755,0.471698113207547,0.801507537688442,0.99581589958159,0.99581589958159,0.99581589958159,0.604395604395605,0.670731707317073,0.543158061450744,0.517241379310345,0.569620253164557,0.472310126582279,0.810551558752998,0.845,0.801287878787879
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.97916667 0.93617021 0.90425532 0.93617021],0.474683544303798,0.60126582278481,0.80379746835443,0.980810234541578,0.970464135021097,0.981012658227848,0.464516129032258,0.387096774193548,0.493548387096774,0.598726114649682,0.566265060240964,0.603132530120482,0.801536491677337,0.757869249394673,0.805990327615108
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdn,32,0,32,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.89583333 0.9375     0.94791667 0.91666667 0.92708333],0.50625,0.53125,0.805,0.995833333333333,0.995833333333333,0.995833333333333,0.538011695906433,0.582278481012658,0.507188623222379,0.571428571428571,0.625,0.53125,0.811138014527845,0.839598997493734,0.805086281789261
svm_model_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.35714286 0.46428571 0.53571429 0.5       ],0.553191489361702,0.468085106382979,0.521186440677966,0.517985611510791,0.507042253521127,0.528169014084507,0.553191489361702,0.541666666666667,0.553442028985507,0.509803921568627,0.619047619047619,0.482600732600733,0.523206751054852,0.53448275862069,0.521408045977011
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.875      0.91666667 0.95833333 0.88541667 0.94791667],0.5,0.53125,0.7825,0.959488272921109,0.9375,0.960416666666667,0.402985074626866,0.346153846153846,0.49624765478424,0.418604651162791,0.385714285714286,0.515079365079365,0.762295081967213,0.719072164948454,0.780652587328596
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdne,8,0,8,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.91666667 0.96875    0.89361702 0.92553191 0.93617021],0.506329113924051,0.436708860759494,0.764556962025316,0.958785249457701,0.932489451476793,0.959915611814346,0.390625,0.36231884057971,0.490148184334799,0.410596026490066,0.33695652173913,0.456357048748353,0.748648648648649,0.695979899497487,0.765081786483438
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.9375     0.92708333 0.9375     0.96875   ],0.45,0.5125,0.765,0.953191489361702,0.933333333333333,0.954166666666667,0.352941176470588,0.296296296296296,0.451945616502579,0.390625,0.3125,0.5125,0.743869209809264,0.680798004987531,0.765211032568953
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.53571429 0.5        0.5        0.53571429],0.595744680851064,0.446808510638298,0.809322033898305,1,1,1,0.486486486486487,0.5,0.577586206896552,0.434782608695652,0.37037037037037,0.460185185185185,0.8,0.775862068965517,0.808764367816092
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.85416667 0.875      0.79166667 0.85416667 0.84375   ],0.6375,0.6,0.76875,0.877669902912621,0.941666666666667,0.86875,0.646341463414634,0.746478873239437,0.648520335496123,0.636363636363636,0.602150537634409,0.599582731503771,0.783625730994152,0.829207920792079,0.768139313931393
svm_model_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.33333333 0.33333333 0.32142857 0.35714286 0.32142857],0.583333333333333,0.354166666666667,0.5,0.51063829787234,0.5,0.520833333333333,0.615384615384615,0.64,0.580869565217391,0.392156862745098,0.4,0.352173913043478,0.508196721311475,0.508196721311475,0.499861072520145
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.53333333 0.53333333 0.39285714 0.60714286 0.57142857],0.416666666666667,0.479166666666667,0.758333333333333,0.964028776978417,0.930555555555556,0.965277777777778,0.391304347826087,0.45,0.421428571428571,0.489795918367347,0.428571428571429,0.489285714285714,0.752136752136752,0.733333333333333,0.758333333333333
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40,4, low_bits_3, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.85106383 0.85106383 0.82978723 0.85106383 0.87234043],0.538461538461538,0.596153846153846,0.815856777493606,0.980728051391863,0.974468085106383,0.980851063829787,0.538461538461538,0.531645569620253,0.538550057537399,0.608695652173913,0.644736842105263,0.597368421052632,0.816326530612245,0.82051282051282,0.81586865515437
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.57142857 0.5        0.46428571 0.53571429],0.48936170212766,0.617021276595745,0.822033898305085,1,1,1,0.612903225806452,0.791666666666667,0.482789855072464,0.689655172413793,0.740740740740741,0.59537037037037,0.83969465648855,0.901639344262295,0.819240724762726
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.9375     0.9375     0.93617021 0.91489362 0.93617021],0.550632911392405,0.487341772151899,0.806329113924051,0.997885835095137,0.9957805907173,0.99789029535865,0.458015267175573,0.46875,0.537566489361702,0.456375838926174,0.409638554216867,0.4914859437751,0.796812749003984,0.78125,0.805649630541872
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.43333333 0.3        0.28571429 0.5        0.53571429],0.645833333333333,0.541666666666667,0.8375,1,1,1,0.638297872340426,0.833333333333333,0.683333333333333,0.620689655172414,0.620689655172414,0.520871143375681,0.843373493975904,0.882352941176471,0.837870685464268
ensemble_model_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.9375     0.91666667 0.94791667 0.93617021 0.91489362],0.512658227848101,0.462025316455696,0.792929292929293,0.99581589958159,1,0.995798319327731,0.509554140127389,0.547945205479452,0.515149073327961,0.405594405594406,0.397260273972603,0.457453666398066,0.789203084832905,0.799479166666667,0.79312193627451
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.85416667 0.9375     0.90625    0.91666667 0.92708333],0.56875,0.5125,0.81125,0.991701244813278,0.995833333333333,0.991666666666667,0.61878453038674,0.682926829268293,0.565822388993121,0.561797752808989,0.625,0.5125,0.820451843043995,0.858208955223881,0.811014025350634
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.80208333 0.75       0.79166667 0.79166667 0.73958333],0.63125,0.625,0.8375,0.97741273100616,0.991666666666667,0.977083333333333,0.633540372670807,0.6375,0.63125,0.620253164556962,0.583333333333333,0.62719298245614,0.838709677419355,0.836633663366337,0.837508750875088
ensemble_model_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.88541667 0.96875    0.94791667 0.96875   ],0.55625,0.53125,0.81625,0.997912317327766,0.995833333333333,0.997916666666667,0.489208633093525,0.419753086419753,0.557977809032661,0.482758620689655,0.432098765432099,0.532505078918581,0.807339449541284,0.766169154228856,0.816501662541563
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdn,40,0,40,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.91666667 0.82291667 0.91666667],0.5125,0.44375,0.78875,0.995850622406639,1,0.995833333333333,0.48,0.48,0.510588235294118,0.386206896551724,0.383561643835616,0.438907258699417,0.782496782496782,0.783505154639175,0.788597237513762
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.88541667 0.93617021 0.92553191 0.95744681 0.94680851],0.624203821656051,0.554140127388535,0.834605597964377,0.997885835095137,1,0.997881355932203,0.650887573964497,0.679012345679012,0.622400909681611,0.5625,0.576923076923077,0.554284323271665,0.837905236907731,0.850632911392405,0.834523616821522
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.91666667 0.92708333 0.94680851 0.89361702 0.91489362],0.462025316455696,0.512658227848101,0.793670886075949,0.997885835095137,0.9957805907173,0.99789029535865,0.437086092715232,0.423076923076923,0.461538461538462,0.583783783783784,0.613636363636364,0.499675324675325,0.798516687268232,0.801488833746898,0.793509274754586
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.9375     0.91666667 0.96875    0.94791667],0.48125,0.50625,0.79625,0.997912317327766,0.995833333333333,0.997916666666667,0.477987421383648,0.520547945205479,0.484411903637222,0.496815286624204,0.52,0.507058823529412,0.794968553459119,0.814432989690721,0.796779601641477
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.5        0.57142857 0.5        0.57142857],0.446808510638298,0.638297872340426,0.817796610169492,1,1,1,0.48,0.545454545454545,0.452727272727273,0.721311475409836,0.785714285714286,0.603383458646616,0.8300395256917,0.867768595041322,0.816492993172835
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.94791667 0.89583333 0.92553191 0.91489362 0.95744681],0.525316455696203,0.651898734177215,0.826582278481013,0.985200845665962,0.983122362869198,0.985232067510549,0.545454545454545,0.5,0.529411764705882,0.609929078014184,0.551282051282051,0.650641025641026,0.82413350449294,0.792592592592593,0.827465127465127
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdne,4,0,4,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.89583333 0.89583333 0.95833333 0.95833333],0.5,0.475,0.78875,0.98960498960499,0.991666666666667,0.989583333333333,0.473684210526316,0.4,0.514285714285714,0.408450704225352,0.402777777777778,0.468434343434343,0.781935483870968,0.753731343283582,0.788925973149329
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.90625    0.95833333 0.96875    0.9375    ],0.51875,0.56875,0.80875,0.985446985446986,0.9875,0.985416666666667,0.521739130434783,0.477272727272727,0.523358585858586,0.496350364963504,0.472222222222222,0.559974747474748,0.803594351732991,0.7825,0.80875
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.95833333 0.97916667 0.97916667 0.97916667],0.4375,0.51875,0.785,0.989517819706499,0.983333333333333,0.989583333333333,0.476744186046512,0.525641025641026,0.439649781113196,0.56,0.628205128205128,0.521419637273296,0.79126213592233,0.823232323232323,0.785378537853785
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.57142857 0.46428571 0.57142857 0.46428571],0.617021276595745,0.617021276595745,0.847457627118644,1,1,1,0.689655172413793,0.714285714285714,0.593984962406015,0.608695652173913,0.636363636363636,0.618181818181818,0.853658536585366,0.867768595041322,0.846927775781531
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4,4, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.9375     0.90625    0.94791667 0.93617021 0.93617021],0.5,0.613924050632911,0.814393939393939,0.985324947589099,0.987394957983193,0.985294117647059,0.462585034013606,0.447368421052632,0.498074454428755,0.63030303030303,0.597701149425287,0.615751983163348,0.813688212927757,0.800498753117207,0.81457162719799
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.94791667 0.91666667 0.95833333 0.86458333 0.91666667],0.5125,0.48125,0.79875,1,1,1,0.506329113924051,0.533333333333333,0.513725490196078,0.477987421383648,0.481012658227848,0.481247069854665,0.797992471769134,0.807106598984772,0.798873496536721
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.95833333 0.9375     0.93617021 0.95744681 0.95744681],0.512658227848101,0.506329113924051,0.80379746835443,1,1,1,0.330434782608696,0.306451612903226,0.47614247311828,0.434782608695652,0.344827586206897,0.524526469159786,0.786795048143054,0.740932642487047,0.80239701431283
svm_model_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.56666667 0.39285714 0.46428571 0.5       ],0.5,0.520833333333333,0.504166666666667,0.595505617977528,0.736111111111111,0.5,0.538461538461538,0.56,0.497391304347826,0.581818181818182,0.64,0.515652173913044,0.582456140350877,0.680327868852459,0.501180883578772
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.95833333 0.9375     0.90625    0.92708333 0.94791667],0.55,0.61875,0.83125,0.995850622406639,1,0.995833333333333,0.590909090909091,0.597701149425287,0.545425917178397,0.625766871165644,0.653846153846154,0.619606003752345,0.835566382460414,0.846913580246913,0.831051726832317
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.91666667 0.9375     0.875      0.94680851 0.9787234 ],0.525316455696203,0.493670886075949,0.801767676767677,0.99581589958159,1,0.995798319327731,0.324324324324324,0.25,0.502906976744186,0.333333333333333,0.24390243902439,0.503530166880616,0.778561354019746,0.704081632653061,0.80079081632653
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.91666667 0.85416667 0.92708333 0.90625    0.88541667],0.525,0.48125,0.8,0.997912317327766,0.995833333333333,0.997916666666667,0.536585365853658,0.586666666666667,0.528627450980392,0.484472049689441,0.565217391304348,0.491399904443383,0.800995024875622,0.838541666666667,0.801482371794872
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.75       0.78125    0.77659574 0.80851064 0.70212766],0.727848101265823,0.588607594936709,0.855696202531646,0.98744769874477,0.9957805907173,0.987341772151899,0.732919254658385,0.719512195121951,0.728177150192555,0.580645161290323,0.584415584415584,0.588504088504088,0.856423173803526,0.858585858585859,0.855688868379223
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16,4, low_bits_3, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.93617021 0.9787234  0.92553191 0.95744681 0.95744681],0.57051282051282,0.576923076923077,0.828644501278772,0.997876857749469,1,0.997872340425532,0.517985611510791,0.455696202531646,0.572003945421667,0.521739130434783,0.433734939759036,0.586730483578148,0.820855614973262,0.773299748110831,0.829507016912558
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.91666667 0.92708333 0.92708333 0.9375     0.92708333],0.45,0.58125,0.79125,0.97489539748954,0.970833333333333,0.975,0.443037974683544,0.416666666666667,0.451754385964912,0.531468531468531,0.487179487179487,0.57895559724828,0.785622593068036,0.761194029850746,0.791401035025876
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40,6, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.5        0.5        0.60714286 0.46428571 0.46428571],0.543478260869565,0.5,0.806034482758621,0.992805755395684,0.985714285714286,0.992857142857143,0.571428571428571,0.608695652173913,0.543478260869565,0.465116279069767,0.476190476190476,0.498095238095238,0.805194805194805,0.81578947368421,0.806199821587868
svm_model_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.89583333 0.8125     0.85416667 0.88297872 0.81914894],0.512658227848101,0.575949367088608,0.748737373737374,0.869358669833729,0.76890756302521,0.884453781512605,0.42962962962963,0.397260273972603,0.504512489927478,0.488549618320611,0.444444444444444,0.565245478036176,0.710334788937409,0.637075718015666,0.745188225755999
svm_model_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.43333333 0.56666667 0.46428571 0.46428571 0.5       ],0.520833333333333,0.5,0.541666666666667,0.519083969465649,0.472222222222222,0.5625,0.439024390243903,0.375,0.520833333333333,0.454545454545455,0.384615384615385,0.51048951048951,0.490740740740741,0.434426229508197,0.543484301194776
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.97916667 0.9375     0.94791667 0.91489362],0.547169811320755,0.547169811320755,0.807788944723618,0.981288981288981,0.98744769874477,0.981171548117155,0.560975609756097,0.567901234567901,0.546771130104463,0.560975609756097,0.567901234567901,0.546771130104463,0.810877626699629,0.817955112219451,0.807711733324916
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdne,16,0,16,4, low_bits_4_shifted_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.95833333 0.91666667 0.94791667 0.91489362],0.528301886792453,0.540880503144654,0.796482412060301,0.97071129707113,0.97071129707113,0.97071129707113,0.460431654676259,0.444444444444444,0.521072796934866,0.489510489510489,0.448717948717949,0.539173789173789,0.786842105263158,0.768637532133676,0.79586667761475
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.92708333 0.94791667 0.93617021 0.88297872 0.89361702],0.506329113924051,0.588607594936709,0.80253164556962,0.9723991507431,0.966244725738397,0.972573839662447,0.506329113924051,0.449438202247191,0.514574173587364,0.57516339869281,0.578947368421053,0.588254172015404,0.800511508951407,0.778606965174129,0.802963276401498
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.79166667 0.88541667 0.84375    0.83333333],0.6375,0.6625,0.79875,0.900608519269777,0.925,0.897916666666667,0.697916666666667,0.848101265822785,0.640100015627442,0.724489795918367,0.89873417721519,0.665416471323644,0.817253121452894,0.904522613065327,0.799276231905798
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.98958333 0.95833333 0.92708333 0.96808511],0.471698113207547,0.522012578616352,0.792713567839196,0.989517819706499,0.98744769874477,0.989539748953975,0.408450704225352,0.376623376623377,0.468799493189737,0.449275362318841,0.402597402597403,0.518371872030409,0.782034346103038,0.753180661577608,0.792223085131236
ensemble_model_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.96875    0.98958333 0.95833333 0.92708333],0.54375,0.53125,0.815,1,1,1,0.503401360544218,0.4625,0.54375,0.56140350877193,0.558139534883721,0.529069767441861,0.81453634085213,0.800492610837438,0.815220924708059
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.84375    0.92708333 0.95833333 0.96875   ],0.525,0.61875,0.82125,0.987551867219917,0.991666666666667,0.9875,0.568181818181818,0.588235294117647,0.52078431372549,0.590604026845638,0.55,0.61875,0.822800495662949,0.819753086419753,0.821268948273168
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.64285714 0.57142857 0.53571429 0.64285714],0.531914893617021,0.617021276595745,0.830508474576271,1,1,1,0.521739130434783,0.5,0.532608695652174,0.7,0.807692307692308,0.594322344322344,0.838709677419355,0.859504132231405,0.829752066115703
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdne,8,0,8,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.96875    0.88541667 0.96808511 0.93617021 0.93617021],0.5,0.518987341772152,0.79873417721519,0.991561181434599,0.991561181434599,0.991561181434599,0.521212121212121,0.551282051282051,0.500641025641026,0.558139534883721,0.578313253012048,0.515823293172691,0.803945745992602,0.819095477386935,0.798578350938365
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.91666667 0.84375    0.95833333 0.95833333 0.96875   ],0.5125,0.475,0.7925,0.99163179916318,0.9875,0.991666666666667,0.541176470588235,0.575,0.5125,0.44,0.423076923076923,0.473733583489681,0.791979949874687,0.793969849246231,0.792507312682817
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.9375     0.9375     0.95744681 0.93617021 0.93617021],0.556962025316456,0.537974683544304,0.818987341772152,1,1,1,0.556962025316456,0.530120481927711,0.558393574297189,0.552147239263804,0.535714285714286,0.538127413127413,0.820125786163522,0.806930693069307,0.819268455342944
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.80208333 0.79166667 0.875      0.78125    0.84042553],0.572327044025157,0.559748427672956,0.815326633165829,0.981443298969072,0.99581589958159,0.981171548117155,0.590361445783132,0.671232876712329,0.579802484867792,0.615384615384616,0.651162790697674,0.551608792609111,0.823529411764706,0.861809045226131,0.815326633165829
svm_model_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.35714286 0.42857143 0.46428571 0.42857143 0.42857143],0.434782608695652,0.565217391304348,0.512931034482759,0.263736263736264,0.171428571428571,0.521428571428571,0.235294117647059,0.153846153846154,0.476923076923077,0.285714285714286,0.190476190476191,0.535238095238095,0.261437908496732,0.170940170940171,0.515904868078781
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.67857143 0.46428571 0.57142857 0.53571429],0.48936170212766,0.617021276595745,0.822033898305085,1,1,1,0.586206896551724,0.739130434782609,0.494565217391304,0.653846153846154,0.80952380952381,0.635531135531136,0.833333333333333,0.91304347826087,0.824290334171757
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.9375     0.9375     0.96808511 0.86170213 0.95744681],0.620253164556962,0.569620253164557,0.837974683544304,1,1,1,0.62962962962963,0.708333333333333,0.627422480620155,0.595238095238095,0.649350649350649,0.571588904922238,0.840796019900498,0.875647668393782,0.838813933206792
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.90625    0.9375     0.94680851 0.92553191 0.93617021],0.537974683544304,0.531645569620253,0.811392405063291,0.995798319327731,1,0.9957805907173,0.529032258064516,0.518987341772152,0.537974683544304,0.525641025641025,0.5125,0.531891025641026,0.810673443456162,0.805555555555556,0.811407219402143
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.9375     0.95833333 0.92553191 0.96808511 0.94680851],0.474683544303798,0.455696202531646,0.786075949367089,1,1,1,0.411347517730497,0.376623376623377,0.472262305595639,0.367647058823529,0.333333333333333,0.449799196787148,0.774966711051931,0.748071979434447,0.785507311412984
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.57142857 0.64285714 0.35714286 0.71428571],0.446808510638298,0.404255319148936,0.771186440677966,1,1,1,0.518518518518518,0.736842105263158,0.493421052631579,0.44,0.578947368421053,0.432330827067669,0.780487804878049,0.880733944954129,0.778949649642419
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.94791667 0.95744681 0.94680851 0.92553191 0.93617021],0.464968152866242,0.522292993630573,0.796437659033079,0.997876857749469,0.995762711864407,0.997881355932203,0.447368421052632,0.414634146341463,0.467317073170732,0.522292993630573,0.493975903614458,0.524014978834256,0.794871794871795,0.773067331670823,0.796923276225022
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.8125     0.80208333 0.76595745 0.81914894],0.594936708860759,0.626582278481013,0.83459595959596,0.98326359832636,0.987394957983193,0.983193277310924,0.659574468085106,0.805194805194805,0.600128266794934,0.658959537572254,0.721518987341772,0.626582278481013,0.843861740166865,0.898477157360406,0.834916970640002
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.92553191 0.93617021 0.89361702 0.93617021 0.92553191],0.532051282051282,0.487179487179487,0.804347826086956,1,1,1,0.535031847133758,0.518518518518518,0.532592592592593,0.473684210526316,0.461538461538462,0.487179487179487,0.803594351732991,0.794416243654822,0.804424616672772
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.46428571 0.67857143 0.39285714 0.46428571],0.446808510638298,0.48936170212766,0.788135593220339,1,1,1,0.551724137931034,0.695652173913043,0.451992753623189,0.555555555555556,0.652173913043478,0.492753623188406,0.803149606299213,0.871794871794872,0.788838612368024
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.91666667 0.88541667 0.875      0.96808511],0.528301886792453,0.515723270440252,0.805276381909548,0.993710691823899,0.99163179916318,0.993723849372385,0.590163934426229,0.666666666666667,0.525641025641025,0.579234972677596,0.670886075949367,0.516693037974684,0.816132858837485,0.862155388471178,0.805133109852717
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.66666667 0.36666667 0.71428571 0.5        0.57142857],0.645833333333333,0.479166666666667,0.825,1,1,1,0.638297872340426,0.6,0.647826086956522,0.528301886792453,0.608695652173913,0.484347826086957,0.827868852459016,0.841666666666667,0.825
svm_model_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.57142857 0.53571429 0.57142857 0.5       ],0.404255319148936,0.617021276595745,0.51271186440678,0.666666666666667,0.971830985915493,0.514084507042254,0.5625,0.947368421052632,0.491541353383459,0.756756756756757,0.96551724137931,0.510536398467433,0.666666666666667,0.966386554621849,0.50883430295195
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.97916667 0.94791667 0.95833333 0.95744681],0.415094339622642,0.515723270440252,0.785175879396985,0.997912317327766,1,0.997907949790795,0.480446927374302,0.632352941176471,0.442550096961862,0.613065326633166,0.685393258426966,0.492696629213483,0.80046674445741,0.866161616161616,0.785580808080808
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.96808511 0.91489362 0.94680851 0.92553191 0.94680851],0.525641025641026,0.551282051282051,0.809462915601023,0.989247311827957,0.978723404255319,0.98936170212766,0.55421686746988,0.638888888888889,0.533730158730159,0.539473684210526,0.569444444444444,0.552579365079365,0.80970625798212,0.836411609498681,0.810265358099216
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,474,158,158,0.6,0.2,0.2, [0.96875    0.95833333 0.94680851 0.9787234  0.92553191],0.512658227848101,0.462025316455696,0.791139240506329,0.993657505285412,0.991561181434599,0.993670886075949,0.574585635359116,0.675324675324675,0.51667468334135,0.478527607361963,0.527027027027027,0.465894465894466,0.798041615667075,0.84020618556701,0.791993640047187
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.9375     0.96875    0.90625    0.92708333],0.5125,0.45625,0.7875,0.989561586638831,0.9875,0.989583333333333,0.585106382978723,0.647058823529412,0.503529411764706,0.53968253968254,0.653846153846154,0.461069418386492,0.801401869158878,0.851116625310174,0.787019269833928
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.9375     0.95833333 0.89583333 0.91489362],0.490566037735849,0.484276729559748,0.791457286432161,0.993710691823899,0.99163179916318,0.993723849372385,0.490566037735849,0.475609756097561,0.491051631295534,0.430555555555556,0.402597402597403,0.48178650617675,0.787179487179487,0.771356783919598,0.791457286432161
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.9375     0.96875    0.9375     0.97916667],0.5,0.54375,0.80875,1,1,1,0.565217391304348,0.666666666666667,0.504065040650406,0.596685082872928,0.650602409638554,0.539586919104991,0.818934911242604,0.86284289276808,0.80861442884018
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.90625    0.89361702 0.85106383 0.93617021 0.90425532],0.579617834394904,0.64968152866242,0.844783715012722,0.997876857749469,0.995762711864407,0.997881355932203,0.5875,0.635135135135135,0.582627808531423,0.678362573099415,0.674418604651163,0.647068457255159,0.84788029925187,0.858585858585859,0.844677544677544
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.66666667 0.56666667 0.46428571 0.60714286 0.60714286],0.5625,0.541666666666667,0.820833333333333,1,1,1,0.553191489361702,0.590909090909091,0.564685314685315,0.56,0.482758620689655,0.557168784029038,0.821576763485477,0.804878048780488,0.821242443193663
svm_model_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.42857143 0.60714286 0.46428571 0.5       ],0.425531914893617,0.48936170212766,0.495762711864407,0.613636363636364,0.76056338028169,0.52112676056338,0.470588235294118,0.631578947368421,0.458646616541353,0.586206896551724,0.62962962962963,0.464814814814815,0.582456140350877,0.709401709401709,0.497557997557998
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.92708333 0.95833333 0.88541667 0.96875   ],0.55,0.625,0.8325,0.995850622406639,1,0.995833333333333,0.636363636363636,0.807692307692308,0.556285178236398,0.7,0.833333333333333,0.614035087719298,0.847727272727273,0.927860696517413,0.832020800520013
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.3        0.5        0.46428571 0.46428571 0.39285714],0.553191489361702,0.48936170212766,0.800847457627119,0.985714285714286,0.971830985915493,0.985915492957746,0.618181818181818,0.68,0.544545454545455,0.538461538461538,0.608695652173913,0.491847826086957,0.809716599190283,0.840336134453782,0.800509947568771
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.90625    0.91666667 0.9375     0.95833333 0.95833333],0.6125,0.60625,0.84375,1,1,1,0.647727272727273,0.703703703703704,0.611345522737928,0.686567164179104,0.851851851851852,0.603141115799344,0.85414235705951,0.91044776119403,0.843414835370884
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.9375     0.91666667 0.91666667 0.90625   ],0.55,0.6125,0.8225,0.983402489626556,0.9875,0.983333333333333,0.581395348837209,0.704225352112676,0.565595822123754,0.647727272727273,0.686746987951807,0.60960726020967,0.828915662650602,0.873096446700508,0.823247730739416
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.96875    0.92708333 0.92708333 0.97916667],0.5625,0.61875,0.83625,1,1,1,0.631578947368421,0.759493670886076,0.564932020628223,0.67027027027027,0.784810126582278,0.620800125019534,0.846783625730994,0.909547738693467,0.836614665366634
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.53333333 0.39285714 0.5        0.42857143],0.458333333333333,0.541666666666667,0.795833333333333,0.993006993006993,0.986111111111111,0.993055555555556,0.48,0.4,0.477777777777778,0.45,0.5625,0.546875,0.789699570815451,0.779661016949153,0.795568213392609
svm_model_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26,4, lab, svdne,468,156,156,0.6,0.2,0.2, [0.90425532 0.86170213 0.86170213 0.87234043 0.91304348],0.5,0.512820512820513,0.76025641025641,0.924137931034483,0.858974358974359,0.92948717948718,0.551724137931034,0.657534246575342,0.509490014853936,0.525,0.525,0.5125,0.756827048114434,0.751937984496124,0.760192910823126
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.96875    0.9375     0.89583333 0.95833333 0.95833333],0.55625,0.525,0.81625,1,1,1,0.598870056497175,0.630952380952381,0.552318295739348,0.58695652173913,0.568421052631579,0.51497975708502,0.825208085612366,0.828162291169451,0.815655948734332
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.92708333 0.9375     0.93617021 0.96808511],0.5,0.531645569620253,0.806818181818182,1,1,1,0.509316770186335,0.5125,0.499839743589744,0.548780487804878,0.6,0.534939759036144,0.808988764044944,0.824427480916031,0.806950582563279
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.94791667 0.96875    0.93617021 0.96808511],0.626582278481013,0.594936708860759,0.843434343434343,0.9979035639413,1,0.997899159663866,0.658959537572254,0.662790697674419,0.623062015503876,0.663157894736842,0.724137931034483,0.580378824672171,0.852380952380953,0.871046228710462,0.842347261336858
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [1.         0.9375     0.94791667 0.92553191 0.92553191],0.518987341772152,0.430379746835443,0.784090909090909,0.989384288747346,0.978991596638655,0.989495798319328,0.641509433962264,0.871794871794872,0.523397435897436,0.521276595744681,0.830508474576271,0.511213833247732,0.803673938002296,0.933333333333333,0.791606714628297
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdne,26,0,26,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.91666667 0.95833333 0.94680851 0.91489362 0.91489362],0.506329113924051,0.550632911392405,0.8,0.980972515856237,0.978902953586498,0.981012658227848,0.493506493506493,0.550724637681159,0.511317375020355,0.594285714285714,0.611764705882353,0.545608380338437,0.802992518703242,0.823529411764706,0.800235883827215
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.94791667 0.92708333 0.96808511 0.96808511 0.93617021],0.518987341772152,0.563291139240506,0.813924050632911,0.995798319327731,1,0.9957805907173,0.536585365853658,0.586666666666667,0.522248995983936,0.571428571428571,0.560975609756098,0.563382541720154,0.816479400749064,0.82994923857868,0.813964518279239
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.92553191 0.9893617  0.9787234  0.90425532 0.96808511],0.467948717948718,0.480769230769231,0.78772378516624,0.995726495726496,0.991489361702127,0.995744680851064,0.49079754601227,0.555555555555556,0.474206349206349,0.547486033519553,0.644736842105263,0.484868421052632,0.795061728395062,0.840731070496084,0.788786587879621
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.92708333 0.94791667 0.96875    0.96808511],0.522012578616352,0.471698113207547,0.793969849246231,0.99163179916318,0.99163179916318,0.99163179916318,0.457142857142857,0.41025641025641,0.51994301994302,0.363636363636364,0.352941176470588,0.456690368455074,0.781333333333333,0.761038961038961,0.792928239643568
ensemble_model_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.97916667 0.95833333 0.92708333 0.96808511 0.96808511],0.487341772151899,0.455696202531646,0.787878787878788,0.997894736842105,0.995798319327731,0.997899159663866,0.557377049180328,0.68,0.496626506024096,0.556701030927835,0.675,0.452884615384615,0.802816901408451,0.870229007633588,0.788497962463411
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.94791667 0.94791667 0.9375     0.94680851],0.591194968553459,0.566037735849057,0.827889447236181,0.993710691823899,0.99163179916318,0.993723849372385,0.580645161290323,0.535714285714286,0.594523809523809,0.524137931034483,0.550724637681159,0.564251207729469,0.823680823680824,0.816326530612245,0.827717720751667
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.80208333 0.80208333 0.79166667 0.77083333],0.65,0.60625,0.7425,0.845470692717584,0.991666666666667,0.81875,0.75,0.954545454545455,0.616161616161616,0.692682926829268,0.93421052631579,0.6218671679198,0.792338709677419,0.972772277227723,0.74017401740174
svm_model_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.5        0.39285714 0.46428571 0.42857143],0.531914893617021,0.48936170212766,0.504237288135593,0.10126582278481,0.056338028169014,0.5,0.153846153846154,0.090909090909091,0.505454545454546,0,0,0.442307692307692,0.093023255813954,0.052631578947369,0.489430543572045
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.98958333 1.         0.9375     0.94791667],0.54375,0.49375,0.8075,1,1,1,0.434108527131783,0.424242424242424,0.525950999355255,0.4,0.364864864864865,0.484758013827781,0.793010752688172,0.776315789473684,0.806015037593985
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.94791667 0.94791667 0.94680851 0.89361702 0.94680851],0.512658227848101,0.506329113924051,0.80126582278481,0.9957805907173,0.9957805907173,0.9957805907173,0.544378698224852,0.605263157894737,0.51604621309371,0.541176470588235,0.58974358974359,0.507371794871795,0.806888068880689,0.838874680306905,0.801642853937914
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdne,16,0,16,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.9375     0.90625    0.9375    ],0.50625,0.4625,0.7925,0.997920997920998,1,0.997916666666667,0.336134453781513,0.263157894736842,0.494674185463659,0.367647058823529,0.290697674418605,0.476429918290383,0.77445652173913,0.708955223880597,0.792919822995575
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.75       0.72916667 0.83333333 0.76041667 0.76041667],0.58125,0.60625,0.835,0.995833333333333,0.995833333333333,0.995833333333333,0.625698324022346,0.727272727272727,0.586527929901424,0.651933701657459,0.808219178082192,0.622500393638797,0.842857142857143,0.907692307692308,0.836772983114446
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.95744681 0.95744681 0.94680851 0.93617021 0.9787234 ],0.583333333333333,0.557692307692308,0.826086956521739,0.995726495726496,0.991489361702127,0.995744680851064,0.615384615384615,0.732394366197183,0.595608947804474,0.571428571428571,0.638888888888889,0.563492063492063,0.829573934837093,0.875661375661376,0.827682172979203
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.96808511 0.94680851 0.9787234  0.94680851 0.92553191],0.551282051282051,0.58974358974359,0.826086956521739,0.995744680851064,0.995744680851064,0.995744680851064,0.533333333333333,0.540540540540541,0.550758075148319,0.573333333333333,0.518072289156626,0.594652582934478,0.823376623376623,0.808673469387755,0.826131606488749
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,480,160,160,0.6,0.2,0.2, [0.91666667 0.96875    0.96875    0.91666667 0.9375    ],0.4875,0.48125,0.79125,0.995833333333333,0.995833333333333,0.995833333333333,0.5,0.445652173913043,0.494884910485933,0.435374149659864,0.438356164383562,0.477798771846953,0.788874841972187,0.77037037037037,0.791514299109236
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.53571429 0.64285714 0.71428571 0.71428571],0.468085106382979,0.51063829787234,0.796610169491525,1,1,1,0.418604651162791,0.391304347826087,0.466485507246377,0.530612244897959,0.541666666666667,0.509963768115942,0.794871794871795,0.788135593220339,0.796610169491525
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.95833333 0.96875    0.9375     0.9375    ],0.4875,0.475,0.79,0.995833333333333,0.995833333333333,0.995833333333333,0.539325842696629,0.578313253012048,0.483961821311219,0.493975903614458,0.554054054054054,0.48051539912005,0.796116504854369,0.826196473551637,0.790269452656712
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16,4, low_bits_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.88541667 0.84042553 0.84042553 0.84042553 0.86170213],0.67515923566879,0.611464968152866,0.852417302798982,0.991596638655462,1,0.991525423728814,0.648275862068966,0.626666666666667,0.673089430894309,0.606451612903226,0.61038961038961,0.611444805194805,0.850515463917526,0.850515463917526,0.852393410350723
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,474,158,158,0.6,0.2,0.2, [0.94791667 0.95833333 0.95744681 0.95744681 0.93617021],0.550632911392405,0.550632911392405,0.818987341772152,0.997894736842105,1,0.99789029535865,0.56969696969697,0.626666666666667,0.55429718875502,0.598870056497175,0.623529411764706,0.54464141821112,0.824969400244798,0.848866498740554,0.818835284993687
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.92708333 0.96875    0.92553191 0.92553191 0.93617021],0.487341772151899,0.487341772151899,0.792405063291139,0.995798319327731,1,0.9957805907173,0.41726618705036,0.367088607594937,0.487341772151899,0.372093023255814,0.324324324324324,0.477638352638353,0.779569892473118,0.743589743589744,0.791794871794872
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.84375    0.83333333 0.84375    0.92708333 0.92553191],0.610062893081761,0.59748427672956,0.82537688442211,0.97319587628866,0.98744769874477,0.972803347280335,0.621951219512195,0.621951219512195,0.609676908457396,0.594936708860759,0.534090909090909,0.605073623559539,0.827757125154895,0.816625916870416,0.825625619933916
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.46666667 0.6        0.35714286 0.42857143 0.60714286],0.604166666666667,0.583333333333333,0.8375,1,1,1,0.627450980392157,0.727272727272727,0.613636363636364,0.583333333333333,0.5,0.6,0.839506172839506,0.836065573770492,0.837524312308975
svm_model_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.55263158 0.57894737 0.55263158 0.57894737],0.492063492063492,0.476190476190476,0.794303797468354,1,1,1,0.659574468085106,1,0.5,0.645161290322581,1,0.5,0.827586206896552,1,0.796875
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.60714286 0.64285714 0.75       0.57142857],0.382978723404255,0.531914893617021,0.783898305084746,1,1,1,0.472727272727273,0.590909090909091,0.395454545454546,0.607142857142857,0.68,0.521818181818182,0.798418972332016,0.85593220338983,0.783898305084746
svm_model_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.44736842 0.52631579 0.52631579 0.58333333],0.451612903225806,0.467741935483871,0.772435897435897,0.978260869565217,0.957446808510638,0.978723404255319,0.622222222222222,1,0.5,0.637362637362637,0.966666666666667,0.483333333333333,0.805479452054794,0.967105263157895,0.777302631578947
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.96875    0.95833333 0.95833333 0.95744681],0.572327044025157,0.654088050314465,0.831658291457286,0.976939203354298,0.97489539748954,0.976987447698745,0.580246913580247,0.635135135135135,0.576391096979332,0.705882352941176,0.733333333333333,0.642028985507246,0.837772397094431,0.858560794044665,0.831316020432002
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.94791667 0.94791667 0.93617021 0.95744681 0.95744681],0.550632911392405,0.550632911392405,0.816455696202532,0.993657505285412,0.991561181434599,0.993670886075949,0.616216216216216,0.74025974025974,0.555315055315055,0.624338624338624,0.719512195121951,0.543966623876765,0.828807556080283,0.886363636363636,0.816278264882326
svm_model_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.91666667 0.91666667 0.97916667 0.9375     0.9375    ],0.54375,0.53125,0.7975,0.969957081545064,0.941666666666667,0.970833333333333,0.540880503144654,0.632352941176471,0.555306905370844,0.571428571428571,0.588235294117647,0.527450980392157,0.7975,0.811704834605598,0.797744309194691
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.60714286 0.60714286 0.57142857 0.53571429],0.553191489361702,0.446808510638298,0.800847457627119,1,1,1,0.487804878048781,0.454545454545455,0.547272727272727,0.409090909090909,0.391304347826087,0.445652173913043,0.79295154185022,0.775862068965517,0.800431034482759
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.95833333 0.94791667 0.95744681 0.94680851 0.92553191],0.575949367088608,0.5,0.80253164556962,0.978902953586498,0.978902953586498,0.978902953586498,0.603550295857988,0.614457831325301,0.573895582329317,0.483660130718954,0.5,0.5,0.804020100502513,0.812182741116751,0.802556017023022
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.6        0.64285714 0.57142857 0.64285714],0.5625,0.5625,0.825,1,1,1,0.553191489361702,0.590909090909091,0.564685314685315,0.60377358490566,0.64,0.559130434782609,0.827868852459016,0.848739495798319,0.825196194180151
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, [0.72916667 0.75       0.82291667 0.82291667 0.6875    ],0.61875,0.56875,0.7425,0.855513307984791,0.9375,0.841666666666667,0.519685039370079,0.44,0.608235294117647,0.530612244897959,0.433333333333333,0.588095238095238,0.7425,0.733333333333333,0.742616033755274
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdne,32,0,32,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.92708333 0.91666667 0.95833333 0.96875   ],0.45,0.5375,0.7875,0.98326359832636,0.979166666666667,0.983333333333333,0.488372093023256,0.538461538461538,0.452157598499062,0.55421686746988,0.511111111111111,0.541269841269841,0.791666666666667,0.791666666666667,0.787414965986395
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.94791667 0.98958333 0.95833333 0.96808511 0.94680851],0.582278481012658,0.544303797468354,0.818181818181818,0.987394957983193,0.987394957983193,0.987394957983193,0.576923076923077,0.548780487804878,0.583600770218229,0.571428571428571,0.545454545454545,0.544155844155844,0.82,0.803921568627451,0.818627450980392
svm_model_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.575      0.5        0.5        0.57894737 0.57894737],0.515625,0.46875,0.796875,1,1,1,0.680412371134021,1,0.5,0.638297872340426,1,0.5,0.830287206266319,1,0.798136645962733
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.57894737 0.47368421 0.5        0.57894737],0.53968253968254,0.507936507936508,0.806962025316456,0.994708994708995,0.989473684210526,0.994736842105263,0.567164179104478,0.59375,0.538810483870968,0.575342465753425,0.617647058823529,0.498478701825558,0.814589665653495,0.832298136645963,0.806471648968143
svm_model_N4_B0_E4_nb_zones_6_lab_svd,4,0,4,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.97222222 0.95774648 0.97887324 0.97887324],0.533613445378151,0.474789915966386,0.801680672268908,1,1,1,0.695890410958904,1,0.5,0.643874643874644,1,0.5,0.834965034965035,1,0.801011804384486
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.53571429 0.57142857 0.39285714 0.53571429],0.574468085106383,0.340425531914894,0.783898305084746,1,1,1,0.655172413793103,0.655172413793103,0.549808429118774,0.415094339622641,0.44,0.333636363636364,0.798418972332016,0.808,0.782378378378378
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svd,4,0,4,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.9375     0.92361111 0.92957746 0.97183099 0.96478873],0.491596638655462,0.466386554621849,0.789075630252101,0.9957805907173,0.991596638655462,0.995798319327731,0.659154929577465,1,0.5,0.636103151862464,1,0.5,0.822614840989399,0.994871794871795,0.792477219749947
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.97222222 0.95833333 0.95138889 0.9375     0.94444444],0.525,0.491666666666667,0.785,0.968926553672316,0.952777777777778,0.969444444444444,0.688524590163935,1,0.5,0.659217877094972,1,0.5,0.819832402234637,0.971854304635762,0.783745944264189
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95070423 0.96478873 0.97887324 0.91549296 0.92957746],0.457627118644068,0.529661016949153,0.790186125211506,0.987234042553192,0.980281690140845,0.987323943661972,0.627906976744186,1,0.5,0.692520775623269,1,0.5,0.824113475177305,0.988095238095238,0.791185666185666
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.60526316 0.52631579 0.5        0.57894737],0.507936507936508,0.571428571428571,0.816455696202532,1,1,1,0.55072463768116,0.612903225806452,0.509576612903226,0.542372881355932,0.592592592592593,0.574074074074074,0.817610062893082,0.849673202614379,0.817474638117005
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.95138889 0.94444444 0.94444444 0.95138889 0.95138889],0.508333333333333,0.5,0.799166666666667,0.995839112343967,0.997222222222222,0.995833333333334,0.674033149171271,1,0.5,0.666666666666667,0.991735537190083,0.495867768595041,0.832986832986833,0.996683250414594,0.798174121019692
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.96875    0.92708333 0.9375     0.96875   ],0.55625,0.5125,0.81125,0.99581589958159,0.991666666666667,0.995833333333333,0.574850299401198,0.494845360824742,0.572819505809196,0.442857142857143,0.402597402597403,0.508527616961352,0.807643312101911,0.765700483091787,0.812902055017396
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.96527778 0.9375     0.95833333 0.91666667 0.95833333],0.491666666666667,0.525,0.795,0.986111111111111,0.986111111111111,0.986111111111111,0.659217877094972,1,0.5,0.688524590163935,1,0.5,0.829639889196676,0.991721854304636,0.793679719098627
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.94791667 0.96875    0.9375     0.9375    ],0.64375,0.58125,0.845,1,1,1,0.670520231213873,0.707317073170732,0.642120075046904,0.598802395209581,0.632911392405063,0.581887794967964,0.848780487804878,0.86783042394015,0.844942780892381
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.94791667 0.98958333 0.96808511 0.95744681 0.9787234 ],0.468354430379747,0.506329113924051,0.794936708860759,1,1,1,0.461538461538462,0.486486486486487,0.469433719433719,0.524390243902439,0.5375,0.505929487179487,0.795969773299748,0.808184143222506,0.795069515220276
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88888889 0.88732394 0.92253521 0.88028169 0.8943662 ],0.506329113924051,0.481012658227848,0.77150084317032,0.955777460770328,0.941011235955056,0.956460674157304,0.630914826498423,0.847457627118644,0.5077624270047,0.61198738170347,0.873873873873874,0.504397254397254,0.797003745318352,0.909401709401709,0.773336462021986
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.96808511 0.94680851 0.94680851],0.537974683544304,0.506329113924051,0.807594936708861,0.997894736842105,1,0.99789029535865,0.625641025641026,0.717647058823529,0.5232070910556,0.613861386138614,0.765432098765432,0.499599166265833,0.825688073394495,0.893300248138958,0.805823250684466
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16, zones, lab, svdne,474,158,158,0.6,0.2,0.2, [0.90625    0.9375     0.9787234  0.9893617  0.92553191],0.537974683544304,0.506329113924051,0.808860759493671,1,1,1,0.482269503546099,0.447368421052632,0.534659820282413,0.458333333333333,0.428571428571429,0.504409171075838,0.801054018445323,0.77948717948718,0.80849358974359
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.96875    0.9375     0.95833333],0.5,0.5625,0.8125,1,1,1,0.466666666666667,0.421686746987952,0.503051165701768,0.539473684210526,0.532467532467532,0.561414489125332,0.808184143222506,0.79,0.8125
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.89583333 0.98958333 0.95833333 0.95833333],0.6125,0.6375,0.85,1,1,1,0.677083333333333,0.792682926829268,0.607879924953096,0.704081632653061,0.841463414634146,0.632270168855535,0.861751152073733,0.925742574257426,0.849234923492349
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.95833333 0.95833333 0.94680851 0.92553191],0.537974683544304,0.493670886075949,0.805555555555556,0.9979035639413,1,0.997899159663866,0.625641025641026,0.792207792207792,0.544252044252044,0.550561797752809,0.636363636363636,0.49719416386083,0.818823529411765,0.887755102040816,0.806377551020408
svm_model_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.55263158 0.52631579 0.52631579 0.61111111],0.548387096774194,0.451612903225806,0.801282051282051,1,1,1,0.708333333333333,1,0.5,0.622222222222222,1,0.5,0.834224598930481,1,0.801282051282051
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.90625    0.95833333 0.9375     0.95833333 0.94791667],0.50625,0.56875,0.81125,0.993762993762994,0.995833333333333,0.99375,0.577540106951872,0.701298701298701,0.513299953058989,0.634920634920635,0.697674418604651,0.558296668761785,0.823803967327888,0.875930521091811,0.810761230319205
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.53333333 0.23333333 0.64285714 0.53571429 0.57142857],0.5,0.541666666666667,0.808333333333333,1,1,1,0.478260869565217,0.647058823529412,0.533206831119545,0.576923076923077,0.625,0.541666666666667,0.809917355371901,0.867256637168142,0.811581074489583
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.92708333 0.90625    0.90625    0.95833333],0.625,0.66875,0.85375,0.991666666666667,0.991666666666667,0.991666666666667,0.620253164556962,0.620253164556962,0.624941397093296,0.686390532544379,0.682352941176471,0.667843137254902,0.855018587360595,0.853960396039604,0.853747874787479
ensemble_model_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.92708333 0.96875    0.9375     0.97916667],0.51875,0.49375,0.8,0.995850622406639,1,0.995833333333333,0.468965517241379,0.419753086419753,0.520003125488358,0.441379310344828,0.41025641025641,0.491713570981864,0.792746113989637,0.766917293233083,0.799917499484372
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.96875    0.94791667 0.9787234  0.96808511],0.575949367088608,0.5,0.814393939393939,0.9979035639413,1,0.997899159663866,0.49624060150376,0.417721518987342,0.575949367088608,0.431654676258993,0.365853658536585,0.505295250320924,0.803738317757009,0.754385964912281,0.814852015535021
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdne,26,0,26,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.95833333 0.96875    0.96875   ],0.41875,0.55625,0.795,1,1,1,0.340425531914894,0.30379746835443,0.417330832942647,0.535947712418301,0.482352941176471,0.561176470588235,0.788113695090439,0.754950495049505,0.795404540454045
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.94791667 0.9375     0.92553191 0.87234043],0.455696202531646,0.569620253164557,0.803030303030303,0.995798319327731,0.995798319327731,0.995798319327731,0.455696202531646,0.455696202531646,0.455696202531646,0.575,0.547619047619048,0.571106821106821,0.80352644836272,0.795511221945137,0.803126454962338
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.85416667 0.80208333 0.82291667 0.85416667 0.875     ],0.60625,0.625,0.81875,0.955645161290323,0.9875,0.954166666666667,0.526315789473684,0.4375,0.60625,0.53125,0.453333333333333,0.614901960784314,0.808454425363276,0.774683544303797,0.818205969682763
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.39473684 0.36842105 0.5        0.39473684 0.57894737],0.619047619047619,0.492063492063492,0.819620253164557,0.994708994708995,0.989473684210526,0.994736842105263,0.6,0.72,0.636315789473684,0.58974358974359,0.696969696969697,0.481818181818182,0.825688073394495,0.882352941176471,0.821544568747744
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.65789474 0.57894737 0.52631579 0.60526316 0.61111111],0.5,0.516129032258065,0.775641025641026,0.952380952380952,0.957446808510638,0.952127659574468,0.586666666666667,0.814814814814815,0.535978835978836,0.605263157894737,0.657142857142857,0.495238095238095,0.794117647058824,0.865384615384615,0.775641025641026
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.91666667 0.95833333 0.9375     0.95833333 0.94680851],0.446540880503145,0.553459119496855,0.800251256281407,1,1,1,0.54639175257732,0.623529411764706,0.433386327503975,0.612021857923497,0.727272727272727,0.558758314855876,0.814035087719298,0.86783042394015,0.799737996780201
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.92708333 0.91666667 0.91489362 0.93617021 0.91489362],0.481012658227848,0.493670886075949,0.787341772151899,0.987341772151899,0.987341772151899,0.987341772151899,0.511904761904762,0.544303797468354,0.481012658227848,0.545454545454545,0.527472527472527,0.487616860751189,0.794621026894866,0.798525798525799,0.786991358792925
svm_model_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.9375     0.91666667 0.87234043 0.81914894 0.86170213],0.525316455696203,0.487341772151899,0.759493670886076,0.922727272727273,0.856540084388186,0.928270042194093,0.615384615384615,0.625,0.497983870967742,0.557377049180328,0.6,0.478082191780822,0.767726161369193,0.751196172248804,0.76000668827494
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.95138889 0.97887324 0.95070423 0.95774648],0.483193277310924,0.483193277310924,0.790756302521008,0.995792426367462,0.994397759103642,0.995798319327731,0.643478260869565,0.982300884955752,0.507150442477876,0.643478260869565,0.973684210526316,0.502971137521222,0.822523164647185,0.988013698630137,0.794336882318369
svm_model_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.57894737 0.57894737 0.5        0.52631579],0.444444444444444,0.587301587301587,0.806962025316456,1,1,1,0.615384615384615,1,0.5,0.74,1,0.5,0.83989501312336,1,0.804487179487179
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.83333333 0.80208333 0.82291667 0.86458333 0.91489362],0.616352201257862,0.60377358490566,0.802763819095477,0.933062880324544,0.96234309623431,0.930962343096234,0.573426573426573,0.546666666666667,0.612619047619048,0.64804469273743,0.630434782608696,0.598799480856587,0.807361963190184,0.810344827586207,0.802608311229001
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95138889 0.89583333 0.97222222 0.95138889 0.94366197],0.497907949790795,0.485355648535565,0.795986622073579,0.998609179415855,1,0.998607242339833,0.664804469273743,1,0.5,0.653521126760563,1,0.5,0.829608938547486,1,0.79734219269103
svm_model_N8_B0_E8_nb_zones_6_lab_svd,8,0,8,6, lab, svd,720,240,240,0.6,0.2,0.2, [1.         0.98611111 0.95138889 0.98611111 0.94444444],0.5,0.504166666666667,0.800833333333333,1,1,1,0.666666666666667,1,0.5,0.670360110803324,1,0.5,0.834142956280361,1,0.800500834724541
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdne,40,0,40,4, low_bits_4_shifted_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.94791667 0.96808511 0.95744681 0.94680851 0.93617021],0.509554140127389,0.496815286624204,0.790076335877863,0.980810234541578,0.974576271186441,0.98093220338983,0.453900709219858,0.463768115942029,0.504611330698287,0.439716312056738,0.378048780487805,0.502357723577236,0.780292942743009,0.757105943152455,0.789580540498533
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.60526316 0.39473684 0.63157895 0.44736842],0.507936507936508,0.476190476190476,0.787974683544304,0.984126984126984,0.978947368421053,0.984210526315789,0.523076923076923,0.515151515151515,0.507575757575758,0.421052631578947,0.461538461538462,0.474012474012474,0.784565916398714,0.792207792207792,0.788079204745871
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svd,8,0,8,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95138889 0.9375     0.95833333 0.95833333 0.94366197],0.502092050209205,0.485355648535565,0.793478260869565,0.993006993006993,0.988857938718663,0.993036211699164,0.668523676880223,1,0.5,0.653521126760563,1,0.5,0.827151854443667,0.99327731092437,0.794475593898125
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.96527778 0.95774648 0.96478873 0.96478873],0.483193277310924,0.495798319327731,0.795798319327731,1,1,1,0.628398791540785,0.838709677419355,0.467600452744765,0.62962962962963,0.871794871794872,0.502013138376775,0.822498173849525,0.941471571906355,0.795060110277502
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.91666667 0.94791667 0.9375     0.90625   ],0.51875,0.46875,0.79,0.987603305785124,0.995833333333333,0.9875,0.490066225165563,0.4625,0.51875,0.341085271317829,0.275,0.46875,0.780104712041885,0.745,0.79
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.94444444 0.97916667 0.97222222 0.95833333 0.94444444],0.508333333333333,0.504166666666667,0.798333333333333,0.99302649930265,0.988888888888889,0.993055555555556,0.674033149171271,1,0.5,0.670360110803324,1,0.5,0.831944444444444,0.993366500829187,0.797353267165013
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.84507042 0.86619718 0.88732394 0.88028169],0.540084388185654,0.49789029535865,0.779932546374368,0.954607977991747,0.974719101123596,0.953651685393258,0.666666666666667,0.915966386554622,0.538491667853582,0.646884272997033,0.879032258064516,0.479339137881816,0.812365204888569,0.943238731218698,0.778263317909179
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.9375     0.94791667 0.95744681 0.89361702 0.93617021],0.525316455696203,0.531645569620253,0.811392405063291,1,1,1,0.550898203592814,0.58974358974359,0.526121794871795,0.564705882352941,0.558139534883721,0.529069767441861,0.816276202219482,0.825436408977556,0.811175788036336
svm_model_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.42105263 0.44736842 0.5        0.44736842 0.47368421],0.523809523809524,0.428571428571429,0.490506329113924,0.644194756554307,0.905263157894737,0.5,0.666666666666667,0.857142857142857,0.482142857142857,0.526315789473684,0.769230769230769,0.479209979209979,0.628175519630485,0.871794871794872,0.495272435897436
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.5        0.5        0.52631579 0.65789474 0.5       ],0.53125,0.578125,0.81875,0.994764397905759,0.989583333333333,0.994791666666667,0.5,0.576923076923077,0.538461538461538,0.584615384615385,0.542857142857143,0.581773399014778,0.816455696202532,0.821656050955414,0.818803485600406
svm_model_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.60526316 0.5        0.60526316 0.55263158],0.492063492063492,0.46031746031746,0.781645569620253,0.984455958549223,1,0.98421052631579,0.659574468085106,1,0.5,0.630434782608696,1,0.5,0.817941952506596,1,0.785714285714286
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.96875    0.9375     0.97916667 0.97916667],0.60625,0.525,0.8225,0.993762993762994,0.995833333333333,0.99375,0.54014598540146,0.493333333333333,0.599607843137255,0.464788732394366,0.445945945945946,0.51948460087995,0.813157894736842,0.794344473007712,0.821746445749598
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.52631579 0.36842105 0.5        0.57894737],0.555555555555556,0.476190476190476,0.80379746835443,0.994764397905759,1,0.994736842105263,0.641025641025641,0.641025641025641,0.528846153846154,0.507462686567164,0.566666666666667,0.48030303030303,0.81547619047619,0.835365853658537,0.8025513478819
ensemble_model_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.97916667 0.97916667 0.94791667 0.96875   ],0.44375,0.46875,0.7825,1,1,1,0.447204968944099,0.45,0.44375,0.429530201342282,0.395061728395062,0.469682762931708,0.779746835443038,0.768079800498753,0.78253614085088
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svdne,32,0,32,4, low_bits_2, svdne,468,156,156,0.6,0.2,0.2, [0.90425532 0.85106383 0.91489362 0.91489362 0.89130435],0.57051282051282,0.58974358974359,0.823076923076923,0.985263157894737,1,0.985042735042735,0.573248407643312,0.592105263157895,0.571052631578947,0.536231884057971,0.513888888888889,0.584325396825397,0.820779220779221,0.827225130890052,0.823160304138493
svm_model_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.39473684 0.42105263 0.55263158 0.44736842 0.61111111],0.612903225806452,0.467741935483871,0.544871794871795,0.413793103448276,0.319148936170213,0.547872340425532,0.52,0.419354838709678,0.612903225806452,0.352941176470588,0.3,0.4625,0.422764227642277,0.335483870967742,0.54353811382782
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.95833333 0.95833333 0.91666667],0.50625,0.4875,0.79875,1,1,1,0.526946107784431,0.517647058823529,0.505490196078431,0.506024096385542,0.525,0.4875,0.801968019680197,0.804938271604938,0.798671667448039
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdne,32,0,32,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.96875    0.97916667 0.94791667 0.96875   ],0.53125,0.525,0.81,0.997912317327766,0.995833333333333,0.997916666666667,0.53416149068323,0.589041095890411,0.535899858290033,0.542168674698795,0.584415584415584,0.527147551243937,0.811414392059553,0.838461538461539,0.810694183864916
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.94791667 0.91666667 0.94791667 0.95833333],0.58125,0.5125,0.8175,0.997920997920998,1,0.997916666666667,0.608187134502924,0.641975308641975,0.580481325207064,0.561797752808989,0.568181818181818,0.506313131313131,0.824096385542169,0.836185819070905,0.817069891632639
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.39473684 0.5        0.60526316 0.55263158],0.476190476190476,0.46031746031746,0.724683544303797,0.888888888888889,0.842105263157895,0.894736842105263,0.56,0.6,0.460714285714286,0.514285714285714,0.620689655172414,0.47210953346856,0.732307692307692,0.748427672955975,0.724532307815567
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.9375     0.97916667 0.96875    0.92708333],0.63125,0.6125,0.84875,1,1,1,0.650887573964497,0.654761904761905,0.630012531328321,0.651685393258427,0.783783783783784,0.624450031426776,0.853688029020556,0.886934673366834,0.848939973499337
ensemble_model_N4_B0_E4_nb_zones_6_lab_svd,4,0,4,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.9375     1.         0.94444444 0.95070423 0.90140845],0.483193277310924,0.483193277310924,0.793624161073825,1,1,1,0.651558073654391,1,0.5,0.651558073654391,1,0.5,0.827004219409283,1,0.79635761589404
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svd,4,0,4,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.95138889 0.97183099 0.95774648 0.92253521 0.95774648],0.451476793248945,0.481012658227848,0.785834738617201,0.9985935302391,0.997191011235955,0.998595505617978,0.591194968553459,0.878504672897196,0.489252336448598,0.616822429906542,0.891891891891892,0.505469755469755,0.811851851851852,0.954703832752613,0.791077406572385
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.63157895 0.55263158 0.42105263 0.65789474],0.476190476190476,0.476190476190476,0.791139240506329,1,1,1,0.4,0.323529411764706,0.489350912778905,0.421052631578947,0.363636363636364,0.481818181818182,0.781456953642384,0.728395061728395,0.792768959435626
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.95833333 0.97916667 0.93661972 0.93661972 0.94366197],0.457983193277311,0.571428571428571,0.803361344537815,0.9957805907173,0.991596638655462,0.995798319327731,0.614925373134328,0.887931034482759,0.468555681175806,0.705202312138728,0.953125,0.540198863636364,0.831896551724138,0.963394342762063,0.801731127238417
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.88888889 0.91666667 0.9375     0.90277778 0.9375    ],0.5625,0.483333333333333,0.809166666666667,1,1,1,0.609665427509294,0.71304347826087,0.568521739130435,0.504,0.567567567567568,0.489210140372931,0.815173527037934,0.861774744027304,0.810366199375216
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.95138889 0.97916667 0.95774648 0.92957746],0.5,0.558823529411765,0.811241610738255,0.99860529986053,1,0.998603351955307,0.619808306709265,0.898148148148148,0.533689458689459,0.690265486725664,0.943548387096774,0.541949632144878,0.835646457268079,0.969491525423729,0.812818852412861
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.47368421 0.42105263 0.5        0.55555556],0.387096774193548,0.435483870967742,0.762820512820513,0.994708994708995,1,0.99468085106383,0.344827586206896,0.32258064516129,0.387096774193548,0.426229508196721,0.419354838709678,0.435483870967742,0.75974025974026,0.75,0.762820512820513
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.94791667 0.98958333 0.91666667 0.9787234  0.9787234 ],0.518987341772152,0.613924050632911,0.827020202020202,1,1,1,0.558139534883721,0.558139534883721,0.515180878552972,0.561151079136691,0.534246575342466,0.608299758259468,0.825921219822109,0.818639798488665,0.827041418231674
svm_model_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.39473684 0.47368421 0.5        0.31578947],0.523809523809524,0.555555555555556,0.531645569620253,0.664179104477612,0.936842105263158,0.526315789473684,0.666666666666667,1,0.545454545454545,0.695652173913044,0.96969696969697,0.534848484848485,0.671111111111111,0.955696202531646,0.531645569620253
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.96527778 0.98611111 0.95138889 0.9375     0.97222222],0.45,0.541666666666667,0.795833333333333,0.99581589958159,0.991666666666667,0.995833333333333,0.602409638554217,0.970873786407767,0.514633973495854,0.691011235955056,0.931818181818182,0.498316498316498,0.825622775800712,0.974789915966386,0.797312313355094
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.52631579 0.44736842 0.47368421 0.61111111],0.548387096774194,0.419354838709678,0.778846153846154,0.973262032085562,0.968085106382979,0.973404255319149,0.5625,0.620689655172414,0.552769070010449,0.470588235294118,0.421052631578947,0.418859649122807,0.783699059561129,0.77639751552795,0.778927234585167
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.60526316 0.44736842 0.5        0.52631579 0.5       ],0.516129032258065,0.516129032258065,0.807692307692308,1,1,1,0.375,0.333333333333333,0.495238095238095,0.423076923076923,0.366666666666667,0.511458333333333,0.791666666666667,0.754966887417219,0.806054872280038
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.98958333 0.91666667 0.92708333 0.96808511 0.94680851],0.556962025316456,0.550632911392405,0.820707070707071,0.9979035639413,1,0.997899159663866,0.588235294117647,0.684931506849315,0.565995165189363,0.607734806629834,0.662650602409639,0.544658634538153,0.828502415458937,0.870558375634518,0.820957579777058
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.97916667 0.9375     0.9787234  0.95744681],0.512658227848101,0.518987341772152,0.805555555555556,0.997894736842105,0.995798319327731,0.997899159663866,0.496732026143791,0.506666666666667,0.512369477911647,0.542168674698795,0.529411764705882,0.518130539887188,0.806045340050378,0.804020100502513,0.805563349743642
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.95833333 0.97916667 1.         0.96875   ],0.53125,0.43125,0.7925,1,1,1,0.539877300613497,0.517647058823529,0.532156862745098,0.420382165605095,0.464788732394366,0.434641557208419,0.7925,0.800505050505051,0.792579257925793
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [1.         0.94791667 0.94791667 0.94791667 0.97916667],0.5625,0.55,0.8225,1,1,1,0.551282051282051,0.597222222222222,0.565656565656566,0.595505617977528,0.6625,0.55,0.825552825552826,0.857142857142857,0.823179271708683
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.92708333 0.91666667 0.88297872 0.87234043 0.91489362],0.575949367088608,0.658227848101266,0.845569620253164,0.997894736842105,1,0.99789029535865,0.625698324022346,0.622222222222222,0.568464052287582,0.686046511627907,0.786666666666667,0.664417670682731,0.852300242130751,0.875621890547264,0.845027440118993
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.92708333 0.96875    0.92708333 0.98958333 0.90625   ],0.56875,0.51875,0.81375,0.993736951983299,0.991666666666667,0.99375,0.591715976331361,0.649350649350649,0.571663276482554,0.521739130434783,0.538461538461538,0.519230769230769,0.815822002472188,0.835443037974684,0.814017815283638
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.88194444 0.94444444 0.88888889 0.91666667 0.84722222],0.6125,0.608333333333333,0.821666666666667,0.962758620689655,0.969444444444444,0.9625,0.651685393258427,0.769911504424779,0.621176224653334,0.669014084507042,0.753968253968254,0.600668337510443,0.832288401253918,0.886477462437396,0.82177450492918
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.47368421 0.55263158 0.55263158 0.55263158],0.396825396825397,0.571428571428571,0.784810126582278,0.984293193717278,0.989473684210526,0.98421052631579,0.441176470588235,0.454545454545455,0.393939393939394,0.542372881355932,0.551724137931034,0.569979716024341,0.786163522012579,0.796178343949045,0.784881624804711
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.95138889 0.97183099 0.95774648 0.93661972],0.529411764705882,0.495798319327731,0.795798319327731,0.98465829846583,0.988795518207283,0.984593837535014,0.685393258426966,0.991869918699187,0.51332626369742,0.655172413793103,0.974358974358974,0.503708412799322,0.82899366643209,0.986599664991625,0.795154807200703
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.94791667 0.95833333 0.95833333 0.95744681],0.490566037735849,0.540880503144654,0.805276381909548,0.9979035639413,0.99581589958159,0.997907949790795,0.441379310344828,0.390243902439024,0.493823249920811,0.474820143884892,0.417721518987342,0.540110759493671,0.796320630749014,0.7575,0.805517676767677
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16,6, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.95774648 0.97183099 0.92253521 0.97887324],0.5,0.5,0.800338409475465,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.833568406205924,1,0.800338409475465
svm_model_N16_B0_E16_nb_zones_6_lab_svd,16,0,16,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.97916667 0.96478873 0.99295775 0.96478873],0.529411764705882,0.504201680672269,0.80672268907563,1,1,1,0.692307692307692,1,0.5,0.670391061452514,1,0.5,0.83983286908078,1,0.804088586030664
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.52631579 0.44736842 0.36842105 0.44736842],0.587301587301587,0.444444444444444,0.806962025316456,1,1,1,0.617647058823529,0.617647058823529,0.584685598377282,0.339622641509434,0.290322580645161,0.442036290322581,0.803858520900322,0.78125,0.807291666666667
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.95744681 0.96808511 0.94680851],0.487341772151899,0.493670886075949,0.79620253164557,1,1,1,0.41726618705036,0.376623376623377,0.484607984607985,0.493670886075949,0.433333333333333,0.50343137254902,0.791180285343709,0.754950495049505,0.797164366695737
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.9375     0.94444444 0.93055556 0.94444444 0.91549296],0.543933054393305,0.518828451882845,0.80685618729097,0.99023709902371,0.988857938718663,0.99025069637883,0.704607046070461,1,0.5,0.683195592286501,1,0.5,0.840579710144928,0.99347471451876,0.802054681444629
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svd,16,0,16,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97222222 0.9375     0.97222222 0.95138889 0.93661972],0.518828451882845,0.510460251046025,0.801003344481605,0.991620111731844,0.988857938718663,0.991643454038997,0.683195592286501,1,0.5,0.67590027700831,1,0.5,0.834722222222222,0.993388429752066,0.798724671728825
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.875      0.84375    0.90625    0.83333333],0.625,0.675,0.84875,0.981443298969072,0.991666666666667,0.98125,0.655172413793103,0.655172413793103,0.622106754841757,0.686746987951807,0.686746987951807,0.674542325144735,0.853333333333333,0.858536585365854,0.848499061913696
ensemble_model_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.97916667 0.92708333 0.95833333 0.91666667 0.98958333],0.53125,0.425,0.79125,1,1,1,0.545454545454546,0.5625,0.53125,0.452380952380952,0.550724637681159,0.440197483675745,0.794587945879459,0.830334190231362,0.792296048886971
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.94444444 0.95833333 0.9375     0.95833333 0.97222222],0.495833333333333,0.475,0.794166666666667,1,1,1,0.662952646239554,1,0.5,0.644067796610169,1,0.5,0.827634333565946,1,0.796540362438221
svm_model_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.42105263 0.5        0.44736842 0.52631579],0.634920634920635,0.46031746031746,0.525316455696203,0.555023923444976,0.610526315789474,0.510526315789474,0.693333333333333,0.742857142857143,0.621428571428571,0.5,0.53125,0.459173387096774,0.573863636363636,0.623456790123457,0.522767356100689
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.97916667 0.97916667 0.95774648 0.97183099 0.96478873],0.529411764705882,0.474789915966386,0.8,0.99859747545582,0.997198879551821,0.99859943977591,0.692307692307692,1,0.5,0.643874643874644,1,0.5,0.833333333333333,0.998322147651007,0.799666124330554
ensemble_model_N8_B0_E8_nb_zones_6_lab_svd,8,0,8,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.96527778 0.96478873 0.97183099 0.95774648],0.483193277310924,0.474789915966386,0.791596638655462,1,1,1,0.651558073654391,1,0.5,0.643874643874644,1,0.5,0.825105782792666,1,0.79504132231405
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdne,40,0,40,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.96875    0.95833333 0.94791667 0.92708333],0.50625,0.51875,0.80125,0.993736951983299,0.991666666666667,0.99375,0.439716312056738,0.430555555555556,0.499368686868687,0.483221476510067,0.413793103448276,0.528814359943316,0.793237971391417,0.764411027568922,0.801158132238326
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.525      0.52631579 0.52631579 0.52631579 0.52631579],0.53125,0.46875,0.8,1,1,1,0.615384615384615,0.727272727272727,0.524926686217009,0.54054054054054,0.555555555555556,0.456349206349206,0.813953488372093,0.848484848484848,0.798435972629521
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.95138889 0.95833333 0.9375     0.94444444 0.95138889],0.620833333333333,0.579166666666667,0.84,1,1,1,0.6996699669967,0.834645669291338,0.607588321371333,0.65993265993266,0.844827586206896,0.58773637374861,0.854545454545455,0.935323383084577,0.8395209880247
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.95833333 0.95833333 0.93617021 0.92553191 0.94680851],0.474683544303798,0.626582278481013,0.820253164556962,1,1,1,0.435374149659864,0.432432432432432,0.472168597168597,0.556390977443609,0.4625,0.628685897435898,0.811671087533157,0.782608695652174,0.819875776397515
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86805556 0.89583333 0.94444444 0.94366197 0.91549296],0.571428571428571,0.609243697478992,0.809563758389262,0.955801104972375,0.966480446927374,0.955307262569832,0.540540540540541,0.55045871559633,0.569803001209018,0.614107883817427,0.601626016260163,0.609508660303994,0.808761583824768,0.813559322033898,0.80960358128273
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svd,8,0,8,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.96527778 0.96478873 0.95070423 0.95070423],0.525210084033613,0.516806722689076,0.803361344537815,0.991620111731844,0.994397759103642,0.991596638655462,0.68870523415978,1,0.5,0.681440443213296,1,0.5,0.8375,0.996694214876033,0.800056509147418
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8,6, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.95138889 0.92957746 0.98591549 0.95774648 0.96478873],0.556962025316456,0.518987341772152,0.811973018549747,0.994397759103642,0.997191011235955,0.99438202247191,0.676923076923077,0.92436974789916,0.555405212932631,0.636942675159236,0.884955752212389,0.535219811590066,0.835181079083518,0.960884353741497,0.81321809660319
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.55263158 0.55263158 0.36842105 0.52631579],0.46031746031746,0.492063492063492,0.787974683544304,0.994708994708995,0.989473684210526,0.994736842105263,0.433333333333333,0.448275862068966,0.459432048681542,0.5,0.470588235294118,0.493914807302231,0.785942492012779,0.778481012658228,0.787974683544304
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.94791667 0.9375     0.95833333 0.95744681],0.578616352201258,0.60377358490566,0.836683417085427,1,1,1,0.633879781420765,0.707317073170732,0.574437757364587,0.663101604278075,0.696629213483146,0.591171749598716,0.846698113207547,0.875609756097561,0.835473271831164
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.625      0.63157895 0.68421053 0.52631579 0.52631579],0.515625,0.5,0.803125,1,1,1,0.537313432835821,0.580645161290323,0.517595307917888,0.567567567567568,0.617647058823529,0.492156862745098,0.810810810810811,0.838509316770186,0.802902457127231
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.98611111 0.92253521 0.97887324 0.96478873],0.508403361344538,0.533613445378151,0.805042016806723,0.99438202247191,0.991596638655462,0.994397759103642,0.635514018691589,0.829268292682927,0.497242841993637,0.658461538461538,0.856,0.516495575221239,0.829160530191458,0.930578512396694,0.802896093805185
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.95833333 0.94791667 0.95833333 0.95833333],0.51875,0.60625,0.825,1,1,1,0.596858638743455,0.686746987951807,0.512204662807072,0.673575129533679,0.747126436781609,0.592741300582585,0.837962962962963,0.882926829268293,0.823514696685428
svm_model_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.36842105 0.26315789 0.57894737 0.44736842],0.507936507936508,0.523809523809524,0.566455696202532,0.472222222222222,0.357894736842105,0.6,0.456140350877193,0.361111111111111,0.532407407407407,0.375,0.321428571428571,0.503571428571429,0.449799196787149,0.352201257861635,0.567820374153748
svm_model_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.47368421 0.39473684 0.47368421 0.5       ],0.46031746031746,0.492063492063492,0.493670886075949,0.040816326530612,0.021052631578947,0.505263157894737,0,0,0.483333333333333,0,0,0.46969696969697,0.024390243902439,0.012658227848101,0.493670886075949
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.83333333 0.83333333 0.89583333 0.78723404],0.666666666666667,0.660377358490566,0.863065326633166,0.995833333333333,1,0.99581589958159,0.674846625766871,0.63953488372093,0.669082510353616,0.689655172413793,0.666666666666667,0.659420289855072,0.866585067319461,0.853012048192771,0.863513898112134
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.9375     0.9375     0.92553191 0.95744681 0.9893617 ],0.462025316455696,0.462025316455696,0.784810126582278,1,1,1,0.519774011299435,0.522727272727273,0.454220779220779,0.45859872611465,0.514285714285714,0.46737012987013,0.789603960396039,0.807594936708861,0.784810126582278
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.94791667 0.97916667 0.94791667 0.97916667],0.59375,0.5125,0.82125,1,1,1,0.632768361581921,0.629213483146067,0.589254628896977,0.5125,0.602941176470588,0.524296675191816,0.824969400244798,0.848866498740554,0.821455581876481
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.89583333 0.88732394 0.88028169 0.8943662  0.9084507 ],0.666666666666667,0.645569620253165,0.844013490725126,0.969444444444444,0.980337078651685,0.969101123595506,0.712727272727273,0.809917355371901,0.663579367341123,0.641025641025641,0.714285714285714,0.652597402597403,0.849471114727421,0.896907216494845,0.84497678705537
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,480,160,160,0.6,0.2,0.2, [0.89583333 0.95833333 0.97916667 0.98958333 0.97916667],0.55625,0.51875,0.815,1,1,1,0.616216216216216,0.670588235294118,0.548627450980392,0.515723270440251,0.569444444444444,0.523358585858586,0.820388349514563,0.851385390428212,0.815270858985818
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.94791667 0.96875    0.95744681 0.9787234  0.96808511],0.487341772151899,0.525316455696203,0.80253164556962,1,1,1,0.571428571428571,0.666666666666667,0.482683982683983,0.630541871921182,0.771084337349398,0.512208835341365,0.81986143187067,0.885286783042394,0.801255216713999
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.65       0.5        0.60526316 0.55263158 0.63157895],0.4375,0.515625,0.790625,1,1,1,0.485714285714286,0.45945945945946,0.433433433433433,0.523076923076923,0.772727272727273,0.576839826839827,0.795107033639144,0.838709677419355,0.79208211143695
svm_model_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.5        0.52631579 0.44736842 0.39473684],0.523809523809524,0.46031746031746,0.506329113924051,0.258064516129032,0.168421052631579,0.515789473684211,0.117647058823529,0.068965517241379,0.490365111561866,0.190476190476191,0.121212121212121,0.477272727272727,0.22,0.140127388535032,0.504025958418459
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.575      0.44736842 0.42105263 0.55263158 0.44736842],0.453125,0.484375,0.7875,1,1,1,0.492753623188406,0.62962962962963,0.476976976976977,0.547945205479452,0.588235294117647,0.477450980392157,0.796407185628742,0.847133757961784,0.788597553827518
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svd,4,0,4, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.97916667 0.98611111 0.95833333 0.96527778 0.96527778],0.4375,0.533333333333333,0.794166666666667,1,1,1,0.526315789473684,0.630252100840336,0.439092992568928,0.613793103448276,0.669172932330827,0.516829456819619,0.809266409266409,0.856209150326797,0.792900493530746
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92253521 0.96478873 0.95774648 0.97183099 0.96478873],0.538135593220339,0.474576271186441,0.799492385786802,0.994350282485876,0.991549295774648,0.994366197183099,0.572549019607843,0.663636363636364,0.546103896103896,0.515625,0.545454545454545,0.472727272727273,0.80557834290402,0.837883959044369,0.799814462743661
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.94444444 0.95070423 0.92957746 0.92957746],0.558823529411765,0.457983193277311,0.800840336134454,0.995792426367462,0.994397759103642,0.995798319327731,0.628975265017668,0.787610619469027,0.569805309734513,0.571428571428571,0.704918032786885,0.451596947427926,0.817270624518119,0.89527027027027,0.801314064901021
svm_model_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.28947368 0.44736842 0.42105263 0.39473684 0.47368421],0.507936507936508,0.555555555555556,0.515822784810127,0.483516483516483,0.463157894736842,0.505263157894737,0.507936507936508,0.551724137931034,0.511156186612576,0.588235294117647,0.606060606060606,0.553030303030303,0.511182108626198,0.509554140127389,0.51578335937187
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.91666667 0.96527778 0.95774648 0.93661972 0.95774648],0.470588235294118,0.483193277310924,0.788235294117647,0.995804195804196,0.997198879551821,0.995798319327731,0.522727272727273,0.584745762711864,0.471539548022599,0.546125461254613,0.637931034482759,0.486998304126625,0.7984,0.844331641285956,0.788609894098738
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,708,236,236,0.6,0.2,0.2, [0.94366197 0.96478873 0.95070423 0.93661972 0.95      ],0.542372881355932,0.580508474576271,0.820338983050847,0.992927864214993,0.991525423728814,0.992937853107345,0.597014925373134,0.720720720720721,0.55236036036036,0.647686832740213,0.739837398373984,0.573458522195841,0.831210191082803,0.887755102040816,0.820566740209597
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.91666667 0.92361111 0.96527778 0.95070423],0.556485355648536,0.594142259414226,0.828595317725752,0.997214484679666,0.997214484679666,0.997214484679666,0.624113475177305,0.758620689655172,0.562237174095879,0.681967213114754,0.806201550387597,0.575828047921071,0.842911877394636,0.910596026490066,0.827764229461249
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.60526316 0.55263158 0.52631579 0.44736842],0.492063492063492,0.587301587301587,0.816455696202532,1,1,1,0.428571428571429,0.545454545454545,0.504434589800443,0.657894736842105,0.657894736842105,0.568947368421053,0.819875776397515,0.851612903225806,0.81711079943899
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.47368421 0.52631579 0.5        0.5       ],0.587301587301587,0.46031746031746,0.810126582278481,1,1,1,0.657894736842105,0.757575757575758,0.578787878787879,0.5,0.5,0.456896551724138,0.820359281437126,0.845679012345679,0.809203142536476
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.96808511 0.94680851 0.95744681 0.94680851 0.95744681],0.532051282051282,0.5,0.80690537084399,1,1,1,0.609625668449198,0.686746987951807,0.521455685756725,0.580645161290323,0.73972602739726,0.514441326951642,0.820877817319099,0.884910485933504,0.80690537084399
svm_model_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.34210526 0.5        0.47368421 0.34210526 0.44444444],0.435483870967742,0.596774193548387,0.516025641025641,0.133333333333333,0.074468085106383,0.515957446808511,0,0,0.482142857142857,0.074074074074074,0.043478260869565,0.483277591973244,0.095808383233533,0.052980132450331,0.501645345728271
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.575      0.60526316 0.52631579 0.52631579 0.47368421],0.53125,0.53125,0.8125,1,1,1,0.4,0.3125,0.53125,0.375,0.28125,0.53125,0.793103448275862,0.71875,0.8125
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.65789474 0.63157895 0.5        0.52631579],0.476190476190476,0.476190476190476,0.791139240506329,1,1,1,0.535211267605634,0.612903225806452,0.478326612903226,0.492307692307692,0.533333333333333,0.478787878787879,0.797546012269939,0.833333333333333,0.791666666666667
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.95833333 0.97222222 0.95138889 0.97222222 0.95138889],0.5375,0.458333333333333,0.798333333333333,0.998613037447989,1,0.998611111111111,0.697547683923706,0.992248062015504,0.500628535512256,0.624277456647399,0.964285714285714,0.489955357142857,0.831241283124128,0.991680532445924,0.798010550029306
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.96875    0.98958333 0.93617021 0.94680851 0.9787234 ],0.575949367088608,0.594936708860759,0.834177215189873,1,1,1,0.593939393939394,0.597560975609756,0.575096277278562,0.594936708860759,0.643835616438356,0.598388396454472,0.835633626097867,0.849489795918367,0.834292636652651
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.84027778 0.81944444 0.83333333 0.85416667 0.84722222],0.625,0.666666666666667,0.8375,0.965612104539202,0.975,0.965277777777778,0.637096774193549,0.705357142857143,0.630022321428571,0.694656488549618,0.728,0.664,0.842360549717057,0.872696817420435,0.83767510854438
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.44736842 0.47368421 0.44736842 0.41666667],0.580645161290323,0.564516129032258,0.830128205128205,1,1,1,0.606060606060606,0.666666666666667,0.583333333333333,0.608695652173913,0.65625,0.561458333333333,0.835913312693498,0.865384615384615,0.830128205128205
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.97916667 0.92708333 0.95833333 0.95833333 0.92708333],0.475,0.54375,0.80375,1,1,1,0.424657534246575,0.392405063291139,0.473980309423347,0.535031847133758,0.482758620689655,0.549598488427019,0.79948914431673,0.770935960591133,0.804249706183891
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.91666667 0.88541667 0.90425532 0.92553191 0.86170213],0.588607594936709,0.632911392405063,0.843037974683544,0.997894736842105,1,0.99789029535865,0.615384615384615,0.577777777777778,0.590359477124183,0.623376623376623,0.666666666666667,0.635658914728682,0.844611528822055,0.844611528822055,0.843021876942997
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.47368421 0.42105263 0.47368421 0.55555556],0.548387096774194,0.580645161290323,0.823717948717949,0.994708994708995,1,0.99468085106383,0.517241379310345,0.535714285714286,0.547268907563025,0.606060606060606,0.540540540540541,0.59027027027027,0.824281150159744,0.811320754716981,0.823961030953262
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.95833333 0.97222222 0.98591549 0.95774648 0.96478873],0.53781512605042,0.5,0.807563025210084,1,1,1,0.699453551912568,0.934306569343065,0.467153284671533,0.660968660968661,0.974789915966386,0.5,0.839972047519217,0.980424143556281,0.802170477324068
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.97916667 0.95833333 0.92708333 0.97916667],0.45625,0.5125,0.79375,1,1,1,0.472727272727273,0.549295774647887,0.465659123279,0.580645161290323,0.675,0.5125,0.8014440433213,0.851662404092072,0.795024356080266
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svd,8,0,8, zones, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.95833333 0.96527778 0.93661972 0.96478873],0.516806722689076,0.521008403361345,0.807885906040268,1,1,1,0.587813620071685,0.694915254237288,0.518290960451977,0.601398601398601,0.704918032786885,0.516252119841719,0.821233411397346,0.879598662207358,0.807644448948797
svm_model_N26_B0_E26_nb_zones_6_lab_svd,26,0,26,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.96527778 0.97887324 0.95070423 0.97183099 0.95774648],0.485232067510549,0.544303797468354,0.805227655986509,0.99859747545582,1,0.998595505617978,0.653409090909091,1,0.5,0.704918032786885,1,0.5,0.838574423480084,1,0.802901023890785
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.94791667 0.92708333 0.95833333 1.        ],0.427672955974843,0.578616352201258,0.801507537688442,1,1,1,0.461538461538462,0.475609756097561,0.426116566360469,0.573248407643312,0.576923076923077,0.578584995251662,0.803482587064677,0.80952380952381,0.80148734556795
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.98958333 0.94791667 0.95744681 0.93617021 0.96808511],0.607594936708861,0.518987341772152,0.825316455696203,1,1,1,0.575342465753425,0.552631578947368,0.605584082156611,0.464788732394366,0.445945945945946,0.51463963963964,0.818897637795276,0.806201550387597,0.82493700348164
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.96527778 0.95138889 0.9375     0.97222222 0.95833333],0.516666666666667,0.475,0.7975,0.998609179415855,0.997222222222222,0.998611111111111,0.550387596899225,0.568,0.514434782608696,0.529850746268657,0.577235772357724,0.472378569939546,0.804819277108434,0.824013157894737,0.797141714082504
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.55263158 0.5        0.39473684 0.39473684],0.523809523809524,0.523809523809524,0.810126582278481,1,1,1,0.558823529411765,0.59375,0.522681451612903,0.571428571428571,0.666666666666667,0.53030303030303,0.817073170731707,0.853503184713376,0.810399391098826
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.94444444 0.96478873 0.97183099 0.97183099],0.558823529411765,0.563025210084034,0.82436974789916,1,1,1,0.697406340057637,0.968,0.537097345132743,0.682926829268293,0.949152542372881,0.566242937853107,0.849532037437005,0.983333333333333,0.823022598870057
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,714,238,238,0.6,0.2,0.2, [0.95833333 0.94444444 0.97183099 0.94366197 0.92957746],0.474789915966386,0.529411764705882,0.8,0.99859747545582,0.997198879551821,0.99859943977591,0.513618677042802,0.594594594594595,0.482336667376037,0.619047619047619,0.722222222222222,0.517361111111111,0.811708860759494,0.863636363636364,0.800106772422209
ensemble_model_N16_B0_E16_nb_zones_6_lab_svd,16,0,16,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.96527778 0.94444444 0.97887324 0.97183099],0.533613445378151,0.521008403361345,0.811241610738255,1,1,1,0.694214876033058,1,0.504464285714286,0.681564245810056,1,0.508620689655172,0.843423799582463,1,0.8080204778157
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.95833333 0.94444444 0.9375     0.97222222 0.94444444],0.629166666666667,0.575,0.840833333333333,1,1,1,0.683274021352313,0.849557522123894,0.641314194132813,0.664473684210526,0.863247863247863,0.582030435688972,0.853639846743295,0.94406779661017,0.842525701583773
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95138889 0.95833333 0.95138889 0.92361111 0.96478873],0.485355648535565,0.443514644351464,0.783444816053512,0.99581589958159,0.994428969359331,0.995821727019499,0.583050847457627,0.722689075630252,0.486344537815126,0.530035335689046,0.646551724137931,0.449292122231567,0.8,0.872053872053872,0.784033580545208
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.9375     0.9375     0.95833333 0.96478873],0.514644351464435,0.527196652719665,0.804347826086956,0.99302649930265,0.991643454038997,0.993036211699164,0.679558011049724,1,0.5,0.69041095890411,1,0.5,0.837950138504155,0.995065789473684,0.801104323308271
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svd,26,0,26,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.98611111 0.95833333 0.95833333 0.97222222 0.95774648],0.493723849372385,0.497907949790795,0.797658862876254,0.99860529986053,0.997214484679666,0.998607242339833,0.661064425770308,1,0.5,0.664804469273743,1,0.5,0.831005586592179,0.998322147651007,0.79832774049217
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95833333 0.95833333 0.94444444 0.97183099 0.97183099],0.525210084033613,0.533613445378151,0.812080536912752,1,1,1,0.658610271903323,0.939655172413793,0.5354013566987,0.676384839650146,0.983050847457627,0.537358757062147,0.838848920863309,0.984797297297297,0.813231981981982
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.94444444 0.97222222 0.94444444 0.95138889 0.96527778],0.4875,0.495833333333333,0.7875,0.984615384615385,0.977777777777778,0.984722222222222,0.65546218487395,1,0.5,0.662952646239554,1,0.5,0.821802935010482,0.986577181208054,0.78881839192853
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.94366197 0.9084507  0.91549296 0.88028169 0.90140845],0.576271186440678,0.542372881355932,0.798646362098139,0.956896551724138,0.938028169014084,0.95774647887324,0.67948717948718,0.87603305785124,0.568451311534315,0.651612903225806,0.870689655172414,0.547844827586207,0.819423368740516,0.912162162162162,0.798453962437013
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.95138889 0.96478873 0.95774648 0.96478873 0.94366197],0.49789029535865,0.548523206751055,0.808600337268128,0.9985935302391,0.997191011235955,0.998595505617978,0.564102564102564,0.68141592920354,0.506030545246931,0.632302405498282,0.741935483870968,0.539109334855838,0.821960784313725,0.883642495784148,0.808600337268128
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.98611111 0.95138889 0.95833333 0.9084507  0.95774648],0.516806722689076,0.542016806722689,0.810402684563758,0.997198879551821,0.994413407821229,0.997206703910614,0.641744548286604,0.911504424778761,0.535752212389381,0.64951768488746,0.848739495798319,0.542016806722689,0.832095096582467,0.949152542372881,0.811785573512022
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.57894737 0.57894737 0.63157895 0.55263158],0.492063492063492,0.587301587301587,0.810126582278481,0.98936170212766,0.978947368421053,0.989473684210526,0.5,0.592592592592593,0.50462962962963,0.657894736842105,0.757575757575758,0.578787878787879,0.817073170731707,0.864516129032258,0.811140052093769
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.68421053 0.60526316 0.60526316 0.65789474],0.53968253968254,0.492063492063492,0.806962025316456,1,1,1,0.325581395348837,0.269230769230769,0.49948024948025,0.36,0.28125,0.495463709677419,0.784452296819788,0.725490196078431,0.804462889450259
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svd,16,0,16,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.95833333 0.93661972 0.95070423 0.94366197],0.470588235294118,0.533613445378151,0.8,0.998601398601399,1,0.99859943977591,0.625,0.897435897435897,0.47764356855266,0.676384839650146,0.928,0.512672566371681,0.829268292682927,0.964941569282137,0.798883644201136
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.97916667 0.97887324 0.94366197 0.95774648],0.5,0.508403361344538,0.801680672268908,1,1,1,0.648967551622419,0.909090909090909,0.493006993006993,0.64,0.88135593220339,0.511511299435028,0.828737300435414,0.958053691275168,0.801417418028156
svm_model_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.42105263 0.55263158 0.5        0.42105263],0.523809523809524,0.53968253968254,0.522151898734177,0.603448275862069,0.736842105263158,0.515789473684211,0.571428571428571,0.714285714285714,0.542857142857143,0.623376623376623,0.705882352941176,0.525354969574037,0.601583113456464,0.726114649681529,0.52343468333133
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.90972222 0.90277778 0.92361111 0.90972222 0.86619718],0.648535564853556,0.589958158995816,0.832775919732442,0.97554347826087,1,0.974930362116992,0.647058823529412,0.7,0.652325581395349,0.604838709677419,0.604838709677419,0.58937587657784,0.83633387888707,0.861720067453626,0.833015920957327
svm_model_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.5        0.5        0.52083333 0.60869565],0.549295774647887,0.450704225352113,0.813157894736842,1,1,1,0.709090909090909,1,0.5,0.621359223300971,1,0.5,0.842572062084257,1,0.813157894736842
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.91666667 0.93055556 0.90972222 0.94444444 0.88888889],0.625,0.608333333333333,0.841666666666667,0.991689750692521,0.994444444444444,0.991666666666667,0.65648854961832,0.688,0.622260869565217,0.641221374045802,0.717948717948718,0.611006879299562,0.847512038523274,0.877076411960133,0.841548239424882
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.47368421 0.42105263 0.55263158 0.65789474],0.476190476190476,0.507936507936508,0.79746835443038,1,1,1,0.521739130434783,0.580645161290323,0.477822580645161,0.537313432835821,0.642857142857143,0.521428571428571,0.803680981595092,0.850649350649351,0.798781465448132
svm_model_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.46527778 0.44444444 0.43055556 0.47916667],0.495833333333333,0.5625,0.5125,0.369068541300527,0.291666666666667,0.501388888888889,0.300578034682081,0.214876033057851,0.498194319049934,0.339622641509434,0.238938053097345,0.544665876942373,0.350721420643729,0.265993265993266,0.51005933926726
svm_model_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.26315789 0.47368421 0.47368421 0.5        0.36842105],0.476190476190476,0.53968253968254,0.518987341772152,0.451219512195122,0.389473684210526,0.526315789473684,0.492307692307692,0.484848484848485,0.475757575757576,0.472727272727273,0.464285714285714,0.532142857142857,0.464788732394366,0.423076923076923,0.517788461538462
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdn,4,0,4,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.55555556 0.56944444 0.54166667 0.47222222 0.54929577],0.447698744769874,0.535564853556485,0.55685618729097,0.572280178837556,0.534818941504178,0.600278551532033,0.431034482758621,0.4,0.45,0.488479262672811,0.452991452991453,0.533872775676054,0.526785714285714,0.490848585690516,0.557188998727611
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.47916667 0.53521127 0.54225352 0.52816901 0.49295775],0.489451476793249,0.493670886075949,0.559865092748735,0.529313232830821,0.443820224719101,0.605337078651685,0.421052631578947,0.360655737704918,0.493371347113329,0.411764705882353,0.330708661417323,0.506263421617752,0.483168316831683,0.403305785123967,0.563098675694514
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.63194444 0.54166667 0.56338028 0.5915493  0.55633803],0.483193277310924,0.478991596638655,0.542857142857143,0.604527296937417,0.635854341736695,0.584033613445378,0.489626556016597,0.508620689655172,0.483818541548898,0.483333333333333,0.532110091743119,0.483109309437451,0.558441558441559,0.59106529209622,0.543887909206005
svm_model_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.54166667 0.52083333 0.52083333 0.54347826],0.47887323943662,0.52112676056338,0.813157894736842,1,1,1,0.647619047619048,1,0.5,0.685185185185185,1,0.5,0.842572062084257,1,0.813157894736842
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.36842105 0.55263158 0.39473684 0.60526316],0.444444444444444,0.476190476190476,0.781645569620253,0.994764397905759,1,0.994736842105263,0.461538461538462,0.625,0.479166666666667,0.521739130434783,0.514285714285714,0.471428571428571,0.787692307692308,0.831168831168831,0.782868366201699
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.90277778 0.95833333 0.94366197 0.95774648 0.94366197],0.521008403361345,0.525210084033613,0.809243697478992,1,1,1,0.685082872928177,0.984126984126984,0.492063492063492,0.68870523415978,0.992063492063492,0.496031746031746,0.842251563585823,0.995073891625616,0.804765861475458
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.58333333 0.52777778 0.52816901 0.50704225 0.47183099],0.533613445378151,0.516806722689076,0.553781512605042,0.629404617253949,0.725490196078431,0.572829131652661,0.604982206405694,0.739130434782609,0.540296924708377,0.578754578754579,0.632,0.510690265486726,0.61437908496732,0.708542713567839,0.553259552399434
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.67361111 0.55555556 0.52112676 0.62676056 0.54929577],0.521008403361345,0.571428571428571,0.610084033613445,0.721348314606742,0.899159663865546,0.65266106442577,0.622516556291391,0.789915966386555,0.521008403361344,0.66,0.825,0.569279661016949,0.689008042895442,0.86241610738255,0.609659232142454
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.575      0.57894737 0.63157895 0.52631579 0.55263158],0.375,0.546875,0.784375,1,1,1,0.375,0.375,0.375,0.567164179104478,0.542857142857143,0.547290640394089,0.786377708978328,0.779141104294479,0.784475010745966
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.97222222 0.96527778 0.95070423 0.95070423],0.491596638655462,0.5,0.798657718120805,1,1,1,0.659154929577465,1,0.5,0.666666666666667,1,0.5,0.831932773109244,1,0.79933110367893
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.45833333 0.5        0.56521739 0.56521739],0.569444444444444,0.472222222222222,0.818421052631579,1,1,1,0.626506024096385,0.619047619047619,0.55952380952381,0.441176470588235,0.5,0.476190476190476,0.821705426356589,0.836842105263158,0.818421052631579
svm_model_N32_B0_E32_nb_zones_6_lab_svd,32,0,32,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.95833333 0.95833333 0.94366197 0.97183099 0.95070423],0.487394957983193,0.504201680672269,0.798319327731092,1,1,1,0.655367231638418,1,0.5,0.670391061452514,1,0.5,0.831697054698457,1,0.798994974874372
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95774648 0.94366197 0.95774648 0.97183099 0.94366197],0.51271186440678,0.48728813559322,0.800338409475465,1,1,1,0.677871148459384,1,0.5,0.655270655270655,1,0.5,0.833568406205924,1,0.800338409475465
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.84722222 0.86619718 0.90140845 0.92253521 0.85915493],0.510548523206751,0.49789029535865,0.768971332209106,0.946502057613169,0.969101123595506,0.945224719101124,0.610738255033557,0.81981981981982,0.528957528957529,0.622222222222222,0.75968992248062,0.472437553832903,0.795827123695976,0.895973154362416,0.768325560232055
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svd,32,0,32,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.95833333 0.94366197 0.94366197 0.92957746 0.97183099],0.472573839662447,0.531645569620253,0.801011804384486,1,1,1,0.641833810888252,1,0.5,0.694214876033058,1,0.5,0.834269662921348,1,0.800675675675676
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.96527778 0.92361111 0.95138889 0.97887324 0.92957746],0.521008403361345,0.53781512605042,0.812080536912752,1,1,1,0.685082872928177,1,0.5,0.699453551912568,1,0.5,0.844875346260388,1,0.807560137457045
svm_model_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.65789474 0.55263158 0.55263158 0.44736842],0.53968253968254,0.507936507936508,0.531645569620253,0.592592592592593,0.673684210526316,0.536842105263158,0.641975308641975,0.722222222222222,0.509259259259259,0.597402597402597,0.821428571428571,0.539285714285714,0.60427807486631,0.710691823899371,0.530505147618475
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.57894737 0.63157895 0.60526316 0.55263158],0.380952380952381,0.492063492063492,0.775316455696203,1,1,1,0.465753424657534,0.566666666666667,0.389393939393939,0.529411764705882,0.642857142857143,0.507142857142857,0.785498489425982,0.849673202614379,0.777597337503509
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.5625     0.5        0.47826087 0.36956522],0.583333333333333,0.444444444444444,0.81578947368421,1,1,1,0.571428571428571,0.645161290322581,0.59087332808812,0.534883720930232,0.560975609756098,0.425649095200629,0.821428571428571,0.847368421052631,0.81578947368421
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.61805556 0.66666667 0.70422535 0.64788732 0.62676056],0.504201680672269,0.529411764705882,0.602521008403361,0.682352941176471,0.73109243697479,0.659663865546218,0.553030303030303,0.603305785123967,0.502507593416684,0.572519083969466,0.652173913043478,0.533404029692471,0.633617350890782,0.689713322091062,0.602813109956754
svm_model_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.52083333 0.5        0.5625     0.54347826],0.450704225352113,0.549295774647887,0.813157894736842,1,1,1,0.621359223300971,1,0.5,0.709090909090909,1,0.5,0.842572062084257,1,0.813157894736842
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.55263158 0.47368421 0.52631579 0.60526316],0.476190476190476,0.507936507936508,0.79746835443038,1,1,1,0.440677966101695,0.464285714285714,0.475,0.523076923076923,0.515151515151515,0.507575757575758,0.796178343949044,0.801282051282051,0.797516025641026
svm_model_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.46527778 0.42361111 0.5        0.48591549 0.45774648],0.483193277310924,0.516806722689076,0.500838926174497,0.37037037037037,0.293296089385475,0.501396648044693,0.381909547738693,0.301587301587302,0.494543650793651,0.371584699453552,0.300884955752212,0.506442477876106,0.373024236037935,0.296482412060301,0.501182382500739
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.47916667 0.54166667 0.43478261 0.5       ],0.513888888888889,0.541666666666667,0.818421052631579,0.995744680851064,0.991525423728814,0.995762711864407,0.444444444444444,0.466666666666667,0.507142857142857,0.582278481012658,0.547619047619048,0.540476190476191,0.816976127320955,0.810526315789474,0.818421052631579
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.63888889 0.63194444 0.66901408 0.63380282 0.66197183],0.525210084033613,0.596638655462185,0.667226890756302,0.726207906295754,0.694677871148459,0.738095238095238,0.603508771929825,0.671875,0.513210227272727,0.654676258992806,0.78448275862069,0.601257772752968,0.682182985553772,0.707154742096506,0.666820155428559
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.74305556 0.84027778 0.77464789 0.78873239 0.80985915],0.571428571428571,0.533613445378151,0.736974789915966,0.855072463768116,0.826330532212885,0.859943977591036,0.607692307692308,0.681034482758621,0.574123798756359,0.564705882352941,0.615384615384615,0.534965034965035,0.740248962655602,0.75593220338983,0.737132768361582
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdn,8,0,8,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.68055556 0.6875     0.59859155 0.63380282 0.66197183],0.466386554621849,0.53781512605042,0.657983193277311,0.752906976744186,0.725490196078431,0.761904761904762,0.477366255144033,0.464,0.466513274336283,0.556451612903226,0.556451612903226,0.536997736276174,0.65479219677693,0.636963696369637,0.658379108458791
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.81944444 0.81944444 0.81944444 0.75       0.79166667],0.554166666666667,0.491666666666667,0.7275,0.862359550561798,0.852777777777778,0.863888888888889,0.593155893536122,0.629032258064516,0.551585094549499,0.541353383458647,0.553846153846154,0.486013986013986,0.736502820306205,0.744299674267101,0.727098642594301
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8,6, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71830986 0.74647887 0.73239437 0.71830986 0.74647887],0.495762711864407,0.51271186440678,0.691201353637902,0.81980742778542,0.83943661971831,0.815492957746479,0.557620817843866,0.614754098360656,0.491587575496117,0.559386973180077,0.61344537815126,0.511850894203835,0.709626093874304,0.748322147651007,0.690713974849394
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.7        0.63157895 0.55263158 0.63157895 0.57894737],0.515625,0.5625,0.8125,0.994764397905759,0.989583333333333,0.994791666666667,0.597402597402597,0.676470588235294,0.504901960784314,0.666666666666667,0.933333333333333,0.584313725490196,0.829545454545455,0.9125,0.8125
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svd,16,0,16, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.97222222 0.96478873 0.95774648 0.95774648 0.95774648],0.506329113924051,0.510548523206751,0.8035413153457,1,1,1,0.611295681063123,0.844036697247706,0.531393348623853,0.620915032679738,0.778688524590164,0.502387740555952,0.823351023502653,0.925042589437819,0.804758356488526
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.94444444 0.9375     0.96527778 0.95774648 0.95070423],0.605042016806723,0.571428571428571,0.835570469798658,1,1,1,0.626984126984127,0.692982456140351,0.608588002263724,0.625,0.68,0.565663716814159,0.841935483870968,0.874371859296482,0.835505257379334
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.97222222 0.9375     0.95833333 0.95833333 0.97916667],0.595833333333333,0.658333333333333,0.850833333333333,1,1,1,0.688102893890675,0.823076923076923,0.575174825174825,0.737179487179487,0.8984375,0.641183035714286,0.866716306775875,0.941747572815534,0.848021552730791
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.52083333 0.60416667 0.39583333 0.43478261],0.549295774647887,0.563380281690141,0.834210526315789,1,1,1,0.5,0.551724137931034,0.549671592775041,0.635294117647059,0.642857142857143,0.545566502463054,0.837209302325581,0.852631578947368,0.834210526315789
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.55263158 0.52631579 0.47368421 0.63157895],0.523809523809524,0.571428571428571,0.819620253164557,1,1,1,0.571428571428571,0.666666666666667,0.53030303030303,0.63013698630137,0.657142857142857,0.560714285714286,0.828828828828829,0.8625,0.819070512820513
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.94366197 0.96478873 0.99295775 0.96478873 0.95070423],0.51271186440678,0.533898305084746,0.809644670050762,1,1,1,0.590747330960854,0.741071428571429,0.523761520737327,0.601449275362319,0.747747747747748,0.545873873873874,0.822415153906867,0.901384083044983,0.811619193840372
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.98611111 0.95070423 0.93661972 0.95070423 0.96478873],0.514767932489452,0.523206751054852,0.807757166947723,1,1,1,0.559386973180077,0.61864406779661,0.515204386839482,0.583025830258303,0.663865546218487,0.522610739210939,0.816720257234727,0.856661045531197,0.807757166947723
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.72916667 0.5        0.5        0.63043478],0.507042253521127,0.563380281690141,0.826315789473684,1,1,1,0.444444444444444,0.4375,0.500801282051282,0.563380281690141,0.512820512820513,0.568910256410256,0.82258064516129,0.805263157894737,0.826315789473684
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.9375     0.96527778 0.94366197 0.93661972],0.563025210084034,0.542016806722689,0.819630872483221,0.997206703910614,0.997206703910614,0.997206703910614,0.633802816901409,0.714285714285714,0.553571428571429,0.585551330798479,0.693693693693694,0.551571256295666,0.829770387965162,0.880672268907563,0.819733119378405
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,708,236,236,0.6,0.2,0.2, [0.97183099 0.93661972 0.95774648 0.96478873 0.97142857],0.5,0.529661016949153,0.80593220338983,1,1,1,0.61437908496732,0.817391304347826,0.507869205892921,0.636065573770492,0.763779527559055,0.510330130752005,0.826383623957543,0.914429530201342,0.804817504826699
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.93055556 0.95833333 0.90277778 0.96527778 0.93661972],0.527196652719665,0.556485355648536,0.81438127090301,0.995827538247566,0.997214484679666,0.995821727019499,0.678062678062678,0.952,0.506701754385965,0.686390532544379,0.943089430894309,0.54482057751612,0.842329545454546,0.976935749588138,0.811897416389994
ensemble_model_N26_B0_E26_nb_zones_6_lab_svd,26,0,26,6, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.97887324 0.94366197 0.96478873 1.         0.95774648],0.563559322033898,0.504237288135593,0.813874788494078,1,1,1,0.685015290519878,0.888888888888889,0.53989898989899,0.633228840125392,0.878260869565217,0.513510600071865,0.837758112094395,0.953020134228188,0.812687541516824
svm_model_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.45833333 0.39583333 0.47916667 0.47826087 0.45652174],0.458333333333333,0.486111111111111,0.5,0.269230769230769,0.177966101694915,0.516949152542373,0.133333333333333,0.085714285714286,0.448262548262548,0.212765957446808,0.135135135135135,0.496138996138996,0.233870967741935,0.152631578947368,0.5
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8,6, low_bits_2, svdn,708,236,236,0.6,0.2,0.2, [0.69014085 0.75352113 0.6971831  0.73239437 0.75714286],0.584745762711864,0.559322033898305,0.689830508474576,0.795511221945137,0.901129943502825,0.768361581920904,0.591666666666667,0.633928571428571,0.587125576036866,0.573770491803279,0.636363636363636,0.564213564213564,0.715396578538103,0.798611111111111,0.69235191317145
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.99305556 0.96527778 0.9375     0.95833333 0.93055556],0.504166666666667,0.491666666666667,0.799166666666667,1,1,1,0.644776119402985,0.84375,0.479910714285714,0.628048780487805,0.903508771929825,0.511278195488722,0.825741142443962,0.948504983388704,0.798667207413416
svm_model_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.52083333 0.5625     0.5        0.47826087],0.549295774647887,0.450704225352113,0.805263157894737,0.987551867219917,1,0.987394957983193,0.709090909090909,1,0.5,0.621359223300971,1,0.5,0.837004405286344,1,0.805263157894737
ensemble_model_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.95833333 0.91666667 0.95138889 0.88888889 0.90972222],0.4875,0.4875,0.794166666666667,0.998613037447989,1,0.998611111111111,0.381909547738694,0.306451612903226,0.493743047830923,0.335135135135135,0.269565217391304,0.478782608695652,0.776470588235294,0.716193656093489,0.794036927880355
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdn,4,0,4,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.78472222 0.81944444 0.79861111 0.80555556 0.77777778],0.470833333333333,0.4875,0.791666666666667,1,1,1,0.481632653061225,0.475806451612903,0.470661846496107,0.497959183673469,0.544642857142857,0.491071428571429,0.793388429752066,0.805369127516778,0.791757411440508
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.80555556 0.86619718 0.79577465 0.84507042 0.74647887],0.443037974683544,0.489451476793249,0.786677908937605,1,1,1,0.49618320610687,0.5078125,0.43739248853211,0.529182879377432,0.591304347826087,0.492373485388453,0.794476035743298,0.816360601001669,0.786374508337291
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.97222222 0.96527778 0.95138889 0.95833333 0.93055556],0.520833333333333,0.529166666666667,0.808333333333333,0.997222222222222,0.997222222222222,0.997222222222222,0.677871148459384,0.968,0.501391304347826,0.686980609418283,0.976377952755906,0.501463312661139,0.840055632823366,0.986928104575163,0.8046885420835
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.94444444 0.95774648 0.96478873 0.95070423],0.567226890756302,0.53781512605042,0.821008403361344,1,1,1,0.694362017804154,0.928571428571429,0.544642857142857,0.670658682634731,0.933333333333333,0.534463276836158,0.846209386281588,0.971807628524046,0.818953218009894
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.84027778 0.86805556 0.85416667 0.84507042 0.78873239],0.474789915966386,0.508403361344538,0.796979865771812,1,1,1,0.548736462093863,0.678571428571429,0.486111111111111,0.565055762081784,0.628099173553719,0.506357279084552,0.80824088748019,0.862944162436548,0.797528653597642
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26,6, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.95138889 0.96527778 0.95774648 0.92253521],0.495798319327731,0.554621848739496,0.810402684563758,1,1,1,0.615384615384615,0.82051282051282,0.501165501165501,0.66025641025641,0.786259541984733,0.528643789683955,0.831343283582089,0.919141914191419,0.808547066310727
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svd,26,0,26,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95833333 0.96527778 0.95138889 0.93661972 0.97183099],0.533613445378151,0.495798319327731,0.806208053691275,1,1,1,0.615916955017301,0.81651376146789,0.555543702439371,0.586206896551724,0.758928571428571,0.510416666666667,0.821621621621622,0.918825561312608,0.809331214587788
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,708,236,236,0.6,0.2,0.2, [0.9084507  0.9084507  0.91549296 0.95070423 0.89285714],0.572033898305085,0.529661016949153,0.813559322033898,0.988732394366197,0.991525423728814,0.988700564971751,0.594377510040161,0.660714285714286,0.576324884792627,0.574712643678161,0.625,0.52801724137931,0.819672131147541,0.853242320819113,0.813826547614944
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.92361111 0.88888889 0.88888889 0.91549296 0.88732394],0.626050420168067,0.626050420168067,0.836409395973154,0.976807639836289,1,0.976256983240224,0.639676113360324,0.652892561983471,0.625591580137035,0.642570281124498,0.701754385964912,0.629102999434069,0.8413344182262,0.871838111298482,0.836586835281962
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97916667 0.95833333 0.96527778 0.95138889 0.96478873],0.447698744769874,0.535564853556485,0.796822742474916,1,1,1,0.61849710982659,1,0.5,0.697547683923706,1,0.5,0.830188679245283,1,0.798172757475083
svm_model_N40_B0_E40_nb_zones_6_lab_svd,40,0,40,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.98611111 0.97222222 0.96527778 0.98611111 0.98611111],0.491666666666667,0.4625,0.790833333333333,1,1,1,0.659217877094972,1,0.5,0.632478632478633,1,0.5,0.824352694191742,1,0.794599018003273
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4,6, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77083333 0.75352113 0.73239437 0.68309859 0.77464789],0.455696202531646,0.548523206751055,0.791736930860034,0.984572230014025,0.985955056179775,0.984550561797753,0.481927710843373,0.487804878048781,0.454428754813864,0.566801619433198,0.598290598290598,0.549145299145299,0.795698924731183,0.807046979865772,0.791659083153225
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79166667 0.88194444 0.79166667 0.84027778 0.82394366],0.460251046025105,0.468619246861925,0.785117056856187,0.99860529986053,0.997214484679666,0.998607242339833,0.571428571428571,0.754385964912281,0.47319298245614,0.566552901023891,0.68595041322314,0.465856562543774,0.803966437833715,0.887205387205387,0.785795384632594
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.90972222 0.90277778 0.89583333 0.88194444 0.92361111],0.479166666666667,0.533333333333333,0.774166666666667,0.952908587257618,0.955555555555556,0.952777777777778,0.592833876221498,0.875,0.525735294117647,0.662650602409639,0.852713178294574,0.507437670228368,0.800881704628949,0.919055649241147,0.775837544554676
svm_model_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.4375     0.5        0.3125     0.41304348],0.47887323943662,0.47887323943662,0.505263157894737,0.650306748466258,0.890756302521008,0.521008403361345,0.584269662921348,0.702702702702703,0.468998410174881,0.55421686746988,0.676470588235294,0.486883942766296,0.622489959839357,0.81578947368421,0.505263157894737
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.47368421 0.57894737 0.5        0.58333333],0.516129032258065,0.435483870967742,0.791666666666667,1,1,1,0.571428571428571,0.714285714285714,0.533613445378151,0.545454545454546,0.617647058823529,0.415966386554622,0.805970149253731,0.865384615384615,0.791666666666667
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.97916667 0.94444444 0.96478873 0.91549296 0.92957746],0.478991596638655,0.508403361344538,0.796638655462185,0.99859747545582,0.997198879551821,0.99859943977591,0.647727272727273,1,0.5,0.674094707520891,1,0.5,0.830056179775281,0.998310810810811,0.797650388682997
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svd,40,0,40,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.95138889 0.97222222 0.97222222 0.95138889 0.92361111],0.541666666666667,0.491666666666667,0.806666666666666,1,1,1,0.702702702702703,1,0.5,0.659217877094972,1,0.5,0.839779005524862,1,0.804054054054054
svm_model_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.52083333 0.58333333 0.5        0.58695652],0.416666666666667,0.583333333333333,0.810526315789474,1,1,1,0.588235294117647,1,0.5,0.736842105263158,1,0.5,0.84070796460177,1,0.810526315789474
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.47916667 0.52083333 0.45833333 0.63043478],0.549295774647887,0.450704225352113,0.813157894736842,1,1,1,0.5,0.484848484848485,0.545055821371611,0.450704225352113,0.421052631578947,0.452950558213716,0.809651474530831,0.794736842105263,0.813157894736842
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.45833333 0.5625     0.52083333 0.41304348 0.5       ],0.5,0.388888888888889,0.789473684210526,1,1,1,0.513513513513513,0.513513513513513,0.4996138996139,0.333333333333333,0.314285714285714,0.386872586872587,0.787234042553191,0.778947368421053,0.789473684210526
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26,10, mscn, svd,240,80,80,0.6,0.2,0.2, [0.58333333 0.45833333 0.52083333 0.47916667 0.5625    ],0.542857142857143,0.528571428571429,0.823684210526316,0.991666666666667,0.991666666666667,0.991666666666667,0.567567567567568,0.617647058823529,0.544934640522876,0.56,0.583333333333333,0.526960784313726,0.827763496143959,0.847368421052631,0.823684210526316
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.73611111 0.69444444 0.75352113 0.75352113 0.73943662],0.567226890756302,0.571428571428571,0.810084033613445,0.970954356846473,0.983193277310924,0.970588235294117,0.614232209737828,0.640625,0.561221590909091,0.567796610169492,0.697916666666667,0.591916079812207,0.815660685154976,0.860585197934596,0.811244979919679
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.5        0.39583333 0.64583333 0.7173913 ],0.47887323943662,0.535211267605634,0.81578947368421,1,1,1,0.51948051948052,0.571428571428571,0.48015873015873,0.547945205479452,0.555555555555556,0.534920634920635,0.819587628865979,0.836842105263158,0.815789473684211
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.90277778 0.94444444 0.9375     0.96478873 0.96478873],0.609243697478992,0.605042016806723,0.841442953020134,0.997198879551821,0.994413407821229,0.997206703910614,0.70846394984326,0.869230769230769,0.582763532763533,0.69281045751634,0.890756302521008,0.605042016806723,0.858849887976101,0.947281713344316,0.839452822484124
ensemble_model_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92253521 0.94366197 0.95070423 0.96478873 0.97183099],0.525423728813559,0.533898305084746,0.812182741116751,1,1,1,0.445544554455446,0.441176470588235,0.515364354697103,0.517543859649123,0.437037037037037,0.55020168683535,0.805263157894737,0.775337837837838,0.812245190105359
svm_model_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.5625     0.54166667 0.52173913 0.54347826],0.5,0.5,0.810526315789474,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.84070796460177,1,0.810526315789474
svm_model_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.39583333 0.5        0.54166667 0.54347826 0.43478261],0.555555555555556,0.444444444444444,0.518421052631579,0.674486803519062,0.974576271186441,0.529661016949153,0.714285714285714,1,0.5,0.615384615384615,1,0.5,0.671454219030521,0.984210526315789,0.518421052631579
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.99305556 0.95833333 0.92361111 0.95833333 0.92361111],0.554166666666667,0.6125,0.833333333333333,1,1,1,0.605166051660517,0.719298245614035,0.56203007518797,0.673684210526316,0.813559322033898,0.615796054459572,0.843260188087774,0.908783783783784,0.834326102418208
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.39583333 0.39583333 0.45833333 0.47826087],0.47887323943662,0.408450704225352,0.778947368421053,0.979423868312757,1,0.978991596638656,0.493150684931507,0.486486486486487,0.478537360890302,0.34375,0.323529411764706,0.405007949125596,0.778947368421053,0.778947368421053,0.778947368421053
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.84722222 0.89583333 0.83098592 0.88028169 0.80985915],0.474789915966386,0.546218487394958,0.802521008403361,0.997198879551821,0.997198879551821,0.997198879551821,0.542124542124542,0.643478260869565,0.480275715800636,0.602941176470588,0.656,0.540389380530973,0.813343923749007,0.857621440536013,0.802335172207298
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.41666667 0.5        0.5        0.56521739],0.486111111111111,0.5,0.805263157894737,0.995744680851064,0.991525423728814,0.995762711864407,0.430769230769231,0.411764705882353,0.482198142414861,0.55,0.578947368421053,0.495356037151703,0.805263157894737,0.805263157894737,0.805263157894737
ensemble_model_N32_B0_E32_nb_zones_6_lab_svd,32,0,32,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.97916667 0.98611111 0.97916667 0.97222222 0.96527778],0.508333333333333,0.5125,0.804166666666667,1,1,1,0.644578313253012,0.922413793103448,0.521690767519466,0.646525679758308,0.955357142857143,0.540178571428571,0.830079537237889,0.976190476190476,0.807539682539682
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdn,8,0,8,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.78472222 0.83333333 0.89583333 0.84722222 0.88888889],0.458333333333333,0.554166666666667,0.795833333333333,0.988888888888889,0.988888888888889,0.988888888888889,0.462809917355372,0.474576271186441,0.458599611003057,0.583657587548638,0.657894736842105,0.559106098579783,0.79901558654635,0.822635135135135,0.796185988620199
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.77777778 0.84722222 0.88194444 0.875      0.77777778],0.575,0.570833333333333,0.803333333333333,0.957004160887656,0.958333333333333,0.956944444444444,0.571428571428571,0.544,0.576347826086957,0.542222222222222,0.508333333333333,0.570833333333333,0.800675675675675,0.783471074380165,0.803500243072435
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.91549296 0.97887324 0.95070423 0.95070423 0.9084507 ],0.550847457627119,0.495762711864407,0.804568527918782,0.991573033707865,0.994366197183099,0.991549295774648,0.682634730538922,0.912,0.528072072072072,0.640483383685801,0.921739130434783,0.506324110671937,0.832244008714597,0.963025210084034,0.803488754956838
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.875      0.81944444 0.84722222 0.91666667 0.89583333],0.5,0.5125,0.794166666666667,0.986149584487534,0.988888888888889,0.986111111111111,0.552238805970149,0.592,0.496,0.541176470588235,0.594827586206897,0.515155728587319,0.801606425702811,0.830282861896838,0.794106372517701
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88732394 0.9084507  0.8943662  0.94366197 0.9084507 ],0.521186440677966,0.584745762711864,0.816412859560068,0.991573033707865,0.994366197183099,0.991549295774648,0.531120331950207,0.56140350877193,0.522505033074489,0.604838709677419,0.5859375,0.584635416666667,0.819317235636969,0.824120603015075,0.816333805781042
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32,6, low_bits_2, svd,708,236,236,0.6,0.2,0.2, [0.8943662  0.85915493 0.8943662  0.92957746 0.92857143],0.605932203389831,0.614406779661017,0.834745762711864,0.98465829846583,0.997175141242938,0.984463276836158,0.664259927797834,0.71875,0.595486111111111,0.653992395437262,0.735042735042735,0.615420527185233,0.844868735083532,0.886477462437396,0.833944411081004
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.60416667 0.5625     0.52083333 0.56521739],0.577464788732394,0.52112676056338,0.831578947368421,1,1,1,0.605263157894737,0.676470588235294,0.58147853736089,0.622222222222222,0.756756756756757,0.510731319554849,0.841584158415842,0.894736842105263,0.831578947368421
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.93055556 0.97222222 0.95138889 0.95138889 0.9375    ],0.5375,0.5875,0.824166666666667,0.998609179415855,0.997222222222222,0.998611111111111,0.638436482084691,0.790322580645161,0.528781979977753,0.693498452012384,0.835820895522388,0.554702900591383,0.843587842846553,0.920711974110032,0.821180729323057
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svd,32,0,32,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.96527778 0.97222222 0.93055556 0.95833333 0.94444444],0.5375,0.466666666666667,0.799166666666667,0.997214484679666,0.994444444444444,0.997222222222222,0.656346749226006,0.946428571428571,0.563058035714286,0.602484472049689,0.843478260869565,0.481739130434783,0.823184152604549,0.955706984667802,0.802486445025581
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.60416667 0.5        0.5625     0.54166667 0.60416667],0.542857142857143,0.557142857142857,0.831578947368421,0.995850622406639,1,0.995833333333333,0.529411764705882,0.461538461538462,0.553349875930521,0.537313432835821,0.580645161290323,0.55955334987593,0.829787234042553,0.821052631578947,0.831578947368421
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.77777778 0.89583333 0.80985915 0.86619718 0.82394366],0.621848739495798,0.61344537815126,0.765546218487395,0.869448183041723,0.904761904761905,0.864145658263305,0.64,0.677966101694915,0.622316384180791,0.664233576642336,0.752066115702479,0.611075792893975,0.779794790844514,0.828859060402685,0.765439631211443
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.89583333 0.88888889 0.8943662  0.95774648 0.9084507 ],0.470588235294118,0.508403361344538,0.791596638655462,0.992987377279102,0.991596638655462,0.992997198879552,0.357142857142857,0.296610169491525,0.469138418079096,0.380952380952381,0.310344827586207,0.503533069530808,0.774134790528233,0.71912013536379,0.791112655327972
svm_model_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.50694444 0.5        0.6056338  0.52816901],0.487394957983193,0.474789915966386,0.592436974789916,0.658045977011494,0.641456582633053,0.666666666666667,0.464912280701754,0.464912280701754,0.486488398415393,0.439461883408072,0.411764705882353,0.474789915966386,0.577157802964255,0.561016949152542,0.592175141242938
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.72222222 0.66666667 0.78472222 0.77777778 0.72222222],0.670833333333333,0.6375,0.831666666666667,0.951482479784366,0.980555555555556,0.95,0.714801444043321,0.7734375,0.663504464285714,0.650602409638554,0.692307692307692,0.638836772983114,0.840694006309148,0.88099173553719,0.831252170289604
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.83333333 0.84722222 0.80555556 0.87323944 0.83802817],0.483193277310924,0.46218487394958,0.780201342281879,0.98465829846583,0.986033519553073,0.98463687150838,0.502024291497976,0.525423728813559,0.483545197740113,0.492063492063492,0.492063492063492,0.46031746031746,0.784539473684211,0.792358803986711,0.780077707078101
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.78472222 0.76056338 0.76056338 0.8028169  0.83802817],0.464135021097046,0.426160337552743,0.71079258010118,0.889196675900277,0.901685393258427,0.887640449438202,0.541516245487365,0.652173913043478,0.469529579472559,0.5,0.576271186440678,0.426791055405213,0.730133752950433,0.787775891341256,0.711308381181516
svm_model_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.4375     0.5        0.52083333 0.45652174 0.5       ],0.486111111111111,0.513888888888889,0.505263157894737,0.591549295774648,0.711864406779661,0.508474576271186,0.584269662921348,0.722222222222222,0.486111111111111,0.639175257731959,0.861111111111111,0.513888888888889,0.6,0.742105263157895,0.505263157894737
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.81944444 0.79166667 0.80555556 0.8125     0.81690141],0.481171548117155,0.451882845188285,0.77257525083612,0.97629009762901,0.974930362116992,0.976323119777159,0.511811023622047,0.52,0.479298245614035,0.494208494208494,0.524590163934426,0.450329270001401,0.778861788617886,0.79042904290429,0.772333165519942
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.60416667 0.5        0.52173913 0.43478261],0.527777777777778,0.444444444444444,0.805263157894737,1,1,1,0.622222222222222,0.7,0.50625,0.555555555555556,0.78125,0.478125,0.822115384615385,0.9,0.805263157894737
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdn,16,0,16,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.90972222 0.72916667 0.81944444 0.81690141],0.510460251046025,0.481171548117155,0.738294314381271,0.899721448467967,0.899721448467967,0.899721448467967,0.465753424657534,0.421487603305785,0.511591259280011,0.47008547008547,0.454545454545455,0.481510015408321,0.732707087959009,0.713810316139767,0.7384177631119
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16,6, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86111111 0.91666667 0.95138889 0.85211268 0.87323944],0.558823529411765,0.525210084033613,0.787751677852349,0.950773558368495,0.94413407821229,0.951117318435754,0.657980456026059,0.795275590551181,0.541781939419735,0.589090909090909,0.663934426229508,0.521622385528547,0.804331013147718,0.85667215815486,0.786455737197088
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.85416667 0.78472222 0.85416667 0.83802817 0.8028169 ],0.504201680672269,0.466386554621849,0.780201342281879,0.975886524822695,0.960893854748603,0.976256983240224,0.584507042253521,0.71551724137931,0.50939796495195,0.583606557377049,0.754237288135593,0.468785310734463,0.797527047913447,0.871621621621622,0.780810810810811
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.54166667 0.64583333 0.52083333 0.60869565],0.450704225352113,0.436619718309859,0.776315789473684,0.974576271186441,0.966386554621849,0.974789915966386,0.48,0.545454545454545,0.456937799043062,0.51219512195122,0.552631578947368,0.427830940988836,0.783715012722646,0.810526315789474,0.776315789473684
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16,6, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.8943662  0.80985915 0.76760563 0.83802817 0.85714286],0.550847457627119,0.538135593220339,0.76271186440678,0.909596662030598,0.923728813559322,0.90819209039548,0.565573770491803,0.605263157894737,0.552631578947368,0.511210762331839,0.508928571428571,0.536722350230415,0.763912310286678,0.78103448275862,0.76301724137931
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.74305556 0.79861111 0.78472222 0.76388889 0.73611111],0.479166666666667,0.4625,0.775,0.977715877437326,0.975,0.977777777777778,0.497991967871486,0.512396694214876,0.47888742273769,0.455696202531646,0.457627118644068,0.462420116699083,0.775747508305648,0.779632721202003,0.775007708354745
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.5        0.5        0.60416667 0.45833333 0.45833333],0.6,0.514285714285714,0.834210526315789,0.995850622406639,1,0.995833333333333,0.674418604651163,0.852941176470588,0.60702614379085,0.595238095238095,0.694444444444444,0.508986928104575,0.846715328467153,0.91578947368421,0.834210526315789
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.91666667 0.97183099 0.96478873 0.95070423],0.621848739495798,0.668067226890756,0.857983193277311,1,1,1,0.645669291338583,0.672131147540984,0.620548332391182,0.672199170124481,0.675,0.668008474576271,0.860215053763441,0.868113522537563,0.857914629289086
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.79861111 0.8125     0.80985915 0.79577465 0.83098592],0.504201680672269,0.542016806722689,0.794957983193277,0.976090014064697,0.971988795518207,0.976190476190476,0.581560283687943,0.666666666666667,0.498550724637681,0.620209059233449,0.6953125,0.529474431818182,0.809375,0.851973684210526,0.793684436606982
svm_model_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26,10, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.39583333 0.41666667 0.5625     0.41666667 0.47916667],0.571428571428571,0.457142857142857,0.510526315789474,0.546153846153846,0.591666666666667,0.508333333333333,0.634146341463415,0.702702702702703,0.563472563472563,0.472222222222222,0.515151515151515,0.46027846027846,0.550724637681159,0.6,0.510526315789474
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svd,26,0,26, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.97222222 0.95070423 0.95774648 0.95774648 0.95070423],0.50210970464135,0.540084388185654,0.808600337268128,1,1,1,0.56934306569343,0.634146341463415,0.496897732135216,0.609318996415771,0.68,0.531964285714286,0.820553359683794,0.859271523178808,0.807642634441637
svm_model_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.5        0.4375     0.52083333 0.35416667 0.5       ],0.485714285714286,0.571428571428571,0.515789473684211,0.616883116883117,0.791666666666667,0.508333333333333,0.590909090909091,0.764705882352941,0.493464052287582,0.625,0.694444444444444,0.56781045751634,0.61344537815126,0.768421052631579,0.51578947368421
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.77777778 0.81944444 0.75694444 0.77777778 0.79166667],0.570833333333333,0.55,0.720833333333333,0.83288409703504,0.858333333333333,0.827777777777778,0.576131687242798,0.593220338983051,0.571200333425952,0.574803149606299,0.603305785123967,0.549552052225849,0.729620661824052,0.754590984974958,0.72088950247084
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.97222222 0.95070423 0.96478873 0.95070423 0.97183099],0.510548523206751,0.523206751054852,0.806913996627319,1,1,1,0.585714285714286,0.700854700854701,0.51292735042735,0.597864768683274,0.730434782608696,0.529151817533856,0.820109976433621,0.887755102040816,0.807589925602348
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,708,236,236,0.6,0.2,0.2, [0.62676056 0.72535211 0.6971831  0.75352113 0.71428571],0.597457627118644,0.508474576271186,0.788135593220339,0.945757997218359,0.96045197740113,0.944915254237288,0.592274678111588,0.575,0.597844827586207,0.532258064516129,0.528,0.507243243243243,0.791666666666667,0.792988313856427,0.788060421988455
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.54166667 0.39583333 0.58333333 0.47826087],0.633802816901409,0.47887323943662,0.834210526315789,1,1,1,0.69047619047619,0.69047619047619,0.621100164203612,0.412698412698413,0.448275862068966,0.474137931034483,0.836363636363636,0.847368421052631,0.834210526315789
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.95833333 0.9084507  0.92957746 0.96478873],0.529411764705882,0.558823529411765,0.817647058823529,1,1,1,0.613793103448276,0.735537190082645,0.52588825316098,0.634146341463415,0.791304347826087,0.566383881230117,0.831913245546088,0.905564924114671,0.81794159103556
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.93055556 0.95070423 0.95774648 0.94366197],0.474789915966386,0.449579831932773,0.784873949579832,1,1,1,0.564459930313589,0.704347826086957,0.482255213856486,0.546712802768166,0.647540983606557,0.444460146975692,0.801550387596899,0.87037037037037,0.785017399950286
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,714,238,238,0.6,0.2,0.2, [0.95138889 0.9375     0.97887324 0.94366197 0.95070423],0.466386554621849,0.53781512605042,0.800840336134454,1,1,1,0.578073089700997,0.798165137614679,0.492105824621293,0.642857142857143,0.792,0.524318584070796,0.820861678004535,0.918781725888325,0.801627924713778
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.5625     0.52083333 0.5625     0.56521739],0.492957746478873,0.492957746478873,0.810526315789474,1,1,1,0.4375,0.451612903225806,0.488306451612903,0.513513513513514,0.475,0.495564516129032,0.808510638297872,0.8,0.810526315789474
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.97916667 0.94444444 0.95833333 0.96527778 0.96527778],0.520833333333333,0.495833333333333,0.801666666666667,0.997222222222222,0.997222222222222,0.997222222222222,0.602076124567474,0.701612903225807,0.514599555061179,0.575438596491228,0.719298245614035,0.506474519632414,0.816074188562597,0.882943143812709,0.801936688185424
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.91666667 0.90277778 0.94366197 0.94366197 0.92253521],0.626050420168067,0.609243697478992,0.83781512605042,0.98478561549101,0.997198879551821,0.984593837535014,0.659003831417625,0.716666666666667,0.625282485875706,0.623481781376518,0.675438596491228,0.611912846632711,0.843216896831844,0.878172588832487,0.838084624967162
svm_model_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5        0.35416667 0.5        0.36956522],0.549295774647887,0.507042253521127,0.515789473684211,0.544747081712062,0.588235294117647,0.508403361344538,0.542857142857143,0.558823529411765,0.549682034976153,0.520547945205479,0.513513513513513,0.506756756756757,0.54,0.568421052631579,0.51578947368421
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.54166667 0.52083333 0.60869565 0.63043478],0.472222222222222,0.513888888888889,0.802631578947369,0.991525423728814,0.991525423728814,0.991525423728814,0.472222222222222,0.447368421052632,0.473684210526316,0.492753623188406,0.5,0.513157894736842,0.80106100795756,0.794736842105263,0.802631578947369
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.64583333 0.4375     0.52083333 0.56521739],0.591549295774648,0.52112676056338,0.834210526315789,1,1,1,0.53968253968254,0.53125,0.58613782051282,0.54054054054054,0.512820512820513,0.522035256410256,0.832,0.821052631578947,0.834210526315789
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.58333333 0.66666667 0.625      0.54347826],0.507042253521127,0.563380281690141,0.826315789473684,1,1,1,0.492753623188406,0.607142857142857,0.524501661129568,0.666666666666667,0.72093023255814,0.521179401993355,0.835,0.878947368421053,0.826315789473684
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8, zones, lab, svdn,720,240,240,0.6,0.2,0.2, [0.9375     0.97222222 0.9375     0.96527778 0.96527778],0.4875,0.5,0.795833333333333,0.997222222222222,0.997222222222222,0.997222222222222,0.54275092936803,0.629310344827586,0.492074527252503,0.577464788732394,0.700854700854701,0.504898895142798,0.807541241162608,0.866779089376054,0.796651488674847
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.95138889 0.95833333 0.97916667 0.97183099],0.493723849372385,0.497907949790795,0.798494983277592,1,1,1,0.632218844984802,0.88135593220339,0.498529205771116,0.617834394904459,0.858407079646018,0.516505127124596,0.822924320352682,0.949152542372881,0.800483861945517
ensemble_model_N40_B0_E40_nb_zones_6_lab_svd,40,0,40,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.9375     0.95833333 0.96527778 0.95774648 0.97887324],0.533613445378151,0.550420168067227,0.817114093959732,1,1,1,0.660550458715596,0.9,0.530508474576271,0.676737160120846,0.910569105691057,0.537893248497702,0.841339155749636,0.961730449251248,0.815890605336284
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.89583333 0.89583333 0.875      0.83333333 0.85915493],0.456066945606695,0.439330543933054,0.767558528428094,0.980555555555556,0.983286908077994,0.98050139275766,0.467213114754098,0.478991596638655,0.456162464985994,0.47244094488189,0.48,0.437368421052632,0.77175697865353,0.779436152570481,0.767458379826556
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.94444444 0.94444444 0.96478873 0.95774648 0.97183099],0.57563025210084,0.504201680672269,0.815966386554622,1,1,1,0.645614035087719,0.754098360655738,0.571014697569248,0.587412587412587,0.756756756756757,0.520110661842945,0.829571984435798,0.903389830508474,0.816694915254237
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.39583333 0.41666667 0.54166667 0.43478261],0.563380281690141,0.549295774647887,0.831578947368421,0.99581589958159,1,0.995798319327731,0.635294117647059,0.72972972972973,0.5560413354531,0.627906976744186,0.794117647058823,0.559220985691574,0.84390243902439,0.910526315789474,0.831578947368421
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.85416667 0.88194444 0.86111111 0.85416667 0.90140845],0.493723849372385,0.485355648535565,0.790969899665552,0.991620111731844,0.988857938718663,0.991643454038997,0.466960352422907,0.452991452991453,0.492889169118677,0.493827160493827,0.46875,0.486627252252252,0.78920741989882,0.774834437086093,0.791133434759263
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.92361111 0.86805556 0.89583333 0.9375     0.84722222],0.675,0.654166666666667,0.860833333333333,0.991735537190083,1,0.991666666666667,0.715328467153285,0.748091603053435,0.667623783178094,0.669322709163347,0.705882352941176,0.654594069032572,0.866506794564348,0.888524590163934,0.860363989997222
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.84027778 0.90277778 0.90277778 0.92361111],0.579166666666667,0.525,0.813333333333333,0.987551867219917,0.991666666666667,0.9875,0.650519031141868,0.712121212121212,0.564393939393939,0.598591549295775,0.745614035087719,0.535505430242272,0.82716049382716,0.884488448844884,0.812614594792812
svm_model_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.5        0.41666667 0.47916667 0.56521739],0.464788732394366,0.563380281690141,0.507894736842105,0.559701492537313,0.630252100840336,0.504201680672269,0.58695652173913,0.72972972972973,0.453100158982512,0.673684210526316,0.941176470588235,0.578696343402226,0.589010989010989,0.705263157894737,0.507894736842105
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.90277778 0.86805556 0.90277778 0.93055556 0.86111111],0.4875,0.541666666666667,0.798333333333333,0.98744769874477,0.983333333333333,0.9875,0.528735632183908,0.605263157894737,0.493107769423559,0.5703125,0.608333333333333,0.541666666666667,0.803889789303079,0.835016835016835,0.798696536320299
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.90972222 0.94444444 0.94444444 0.93055556],0.516666666666667,0.479166666666667,0.790833333333333,0.986111111111111,0.986111111111111,0.986111111111111,0.585714285714286,0.607407407407407,0.503703703703704,0.517374517374517,0.544715447154471,0.477485928705441,0.800635424940429,0.815533980582524,0.790069395789544
svm_model_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.74305556 0.75       0.73611111 0.73611111],0.4875,0.520833333333333,0.681666666666666,0.773584905660377,0.683333333333333,0.8,0.497959183673469,0.521367521367521,0.488326037106525,0.506437768240343,0.531531531531532,0.521579719254138,0.657091561938959,0.622448979591837,0.680505535547552
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svd,40,0,40,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.96527778 0.97916667 0.93661972 0.95774648],0.512605042016807,0.529411764705882,0.807046979865772,0.997198879551821,0.994413407821229,0.997206703910614,0.650602409638554,0.915254237288135,0.515960451977401,0.660606060606061,0.879032258064516,0.51407753254103,0.832848837209302,0.955,0.806047297297297
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.9375     0.95138889 0.95833333 0.94444444 0.96527778],0.570833333333333,0.5125,0.816666666666667,1,1,1,0.622710622710623,0.765765765765766,0.584433270479782,0.568265682656827,0.631147540983607,0.510489024729091,0.825949367088607,0.880269814502529,0.817400146131001
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdne,4,0,4,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.79861111 0.875      0.77464789 0.85211268 0.77464789],0.508403361344538,0.533613445378151,0.748739495798319,0.898716119828816,0.882352941176471,0.900560224089636,0.489082969432314,0.440944881889764,0.513265233737675,0.511013215859031,0.471544715447154,0.535772357723577,0.741573033707865,0.706754530477759,0.749603680333219
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4,6, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72222222 0.82394366 0.84507042 0.78169014 0.78169014],0.468354430379747,0.527426160337553,0.709949409780776,0.846376811594203,0.820224719101124,0.851123595505618,0.519083969465649,0.544,0.463964285714286,0.555555555555555,0.598290598290598,0.528311965811966,0.714285714285714,0.719063545150502,0.709871908629673
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.54166667 0.58333333 0.625      0.60869565],0.563380281690141,0.52112676056338,0.828947368421053,1,1,1,0.523076923076923,0.45945945945946,0.567965023847377,0.5,0.5,0.52027027027027,0.824797843665768,0.805263157894737,0.828947368421052
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.88888889 0.89583333 0.875      0.90277778 0.90277778],0.5625,0.479166666666667,0.765,0.927374301675978,0.922222222222222,0.927777777777778,0.60377358490566,0.650406504065041,0.560245987075255,0.521072796934866,0.552845528455285,0.477277465082343,0.772946859903382,0.792079207920792,0.764726472647265
svm_model_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.4375     0.52083333 0.45833333 0.45652174 0.45652174],0.541666666666667,0.513888888888889,0.513157894736842,0.514522821576763,0.525423728813559,0.504237288135593,0.602409638554217,0.694444444444444,0.541666666666667,0.567901234567901,0.638888888888889,0.513888888888889,0.54320987654321,0.578947368421053,0.513157894736842
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.96527778 0.95774648 0.97887324 0.95774648],0.563025210084034,0.57563025210084,0.826890756302521,0.99859747545582,0.997198879551821,0.99859943977591,0.653333333333333,0.809917355371901,0.558804831532104,0.666666666666667,0.821138211382114,0.567090844821492,0.843465045592705,0.923460898502496,0.825907019709652
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8, zones, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.625      0.5625     0.47916667 0.60416667 0.52083333],0.485714285714286,0.471428571428571,0.802631578947369,0.991666666666667,0.991666666666667,0.991666666666667,0.538461538461538,0.552631578947368,0.479440789473684,0.430769230769231,0.4375,0.46875,0.804177545691906,0.810526315789474,0.802631578947368
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.83333333 0.76388889 0.77777778 0.78472222 0.73611111],0.566666666666667,0.658333333333333,0.8125,0.947651006711409,0.980555555555556,0.945833333333333,0.518518518518518,0.513761467889908,0.562224245395336,0.652542372881356,0.626016260162602,0.659161976235147,0.81203007518797,0.820945945945946,0.81261113086771
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.90972222 0.90972222 0.84027778 0.8943662  0.90140845],0.563025210084034,0.563025210084034,0.786073825503356,0.933709449929478,0.924581005586592,0.934357541899441,0.631205673758865,0.735537190082645,0.560076287349015,0.643835616438356,0.723076923076923,0.546723646723647,0.801247077162899,0.844006568144499,0.784782014775509
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.625      0.5        0.56521739 0.5       ],0.402777777777778,0.555555555555556,0.802631578947369,1,1,1,0.394366197183099,0.388888888888889,0.402777777777778,0.578947368421053,0.611111111111111,0.555555555555556,0.804177545691906,0.810526315789474,0.802631578947368
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.84722222 0.84027778 0.90140845 0.8943662  0.8943662 ],0.495798319327731,0.558823529411765,0.76218487394958,0.915942028985507,0.88515406162465,0.918767507002801,0.52,0.575221238938053,0.499610619469027,0.620938628158845,0.761061946902655,0.568530973451327,0.767460969597371,0.801029159519726,0.762952800517688
svm_model_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.5        0.51724138 0.48214286 0.5       ],0.382978723404255,0.617021276595745,0.876315789473684,1,1,1,0.553846153846154,1,0.5,0.763157894736842,1,0.5,0.889929742388759,1,0.876315789473684
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.97916667 0.96478873 0.96478873 0.95774648],0.563025210084034,0.579831932773109,0.828571428571429,1,1,1,0.551724137931034,0.633663366336634,0.572306135723061,0.609375,0.65546218487395,0.579831932773109,0.830282861896838,0.864818024263431,0.829635765802189
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svd,32,0,32, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.95138889 0.97222222 0.95774648 0.95774648 0.95070423],0.592436974789916,0.491596638655462,0.816806722689076,1,1,1,0.686084142394822,0.768115942028985,0.559057971014493,0.563176895306859,0.702702702702703,0.504894658437965,0.832307692307692,0.892739273927393,0.815376486278765
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16,6, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.86619718 0.9084507  0.85915493 0.83802817 0.88732394],0.48728813559322,0.555084745762712,0.794416243654822,0.976157082748948,0.980281690140845,0.976056338028169,0.525490196078431,0.632075471698113,0.500653120464441,0.655737704918033,0.769230769230769,0.530841799709724,0.809112333071485,0.871404399323181,0.794416243654822
ensemble_model_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97916667 0.94444444 0.97222222 0.96527778 0.95070423],0.523012552301255,0.497907949790795,0.804347826086956,1,1,1,0.61744966442953,0.686567164179104,0.500426439232409,0.558823529411765,0.684684684684685,0.510311092342342,0.818322981366459,0.872516556291391,0.803656926794344
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.90277778 0.86111111 0.92361111 0.84722222 0.90277778],0.525,0.4625,0.790833333333333,0.988857938718663,0.986111111111111,0.988888888888889,0.62,0.669064748201439,0.497898710734383,0.520446096654275,0.630630630630631,0.474230043997486,0.804972804972805,0.849180327868852,0.789844401222562
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.52083333 0.4375     0.5625     0.67391304],0.52112676056338,0.450704225352113,0.807894736842105,1,1,1,0.552631578947368,0.617647058823529,0.525039745627981,0.48,0.486486486486487,0.44912559618442,0.812339331619537,0.831578947368421,0.807894736842105
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdn,16,0,16,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.875      0.91666667 0.8943662  0.84507042 0.90140845],0.546218487394958,0.546218487394958,0.810924369747899,0.98744769874477,0.991596638655462,0.987394957983193,0.509090909090909,0.5,0.543650793650794,0.480769230769231,0.446428571428571,0.540674603174603,0.803493449781659,0.791738382099828,0.810483312560587
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.9375     0.93055556 0.96478873 0.96478873 0.95070423],0.508403361344538,0.533613445378151,0.808403361344538,1,1,1,0.608695652173913,0.67910447761194,0.483783008036739,0.577946768060837,0.690909090909091,0.544673295454545,0.821316614420063,0.871880199667221,0.80775673820373
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.86805556 0.90277778 0.875      0.91666667 0.90972222],0.529166666666667,0.558333333333333,0.8125,0.991689750692521,0.994444444444444,0.991666666666667,0.510822510822511,0.595959595959596,0.539114549752848,0.579365079365079,0.579365079365079,0.557226399331663,0.813278008298755,0.837606837606838,0.81311236189285
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.84722222 0.77777778 0.84722222 0.88194444 0.84722222],0.4875,0.4875,0.715833333333333,0.873164218958612,0.908333333333333,0.868055555555555,0.476595744680851,0.462809917355372,0.487707479686089,0.476595744680851,0.478632478632479,0.487283718991036,0.720262510254307,0.734113712374582,0.715894065489616
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.9084507  0.91549296 0.94366197 0.93661972],0.614406779661017,0.682203389830508,0.858714043993232,0.9985935302391,1,0.998591549295774,0.648648648648649,0.666666666666667,0.610606060606061,0.693877551020408,0.765765765765766,0.686882882882883,0.862551440329218,0.885135135135135,0.858669262482822
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.90972222 0.875      0.88732394 0.88732394 0.82394366],0.466386554621849,0.495798319327731,0.781512605042017,0.98186889818689,0.985994397759104,0.981792717086835,0.403755868544601,0.364406779661017,0.465536723163842,0.495798319327731,0.453846153846154,0.500071225071225,0.777397260273973,0.750413223140496,0.782044218407855
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.95833333 0.95138889 0.96478873 0.94366197],0.474789915966386,0.495798319327731,0.794463087248322,1,1,1,0.551971326164875,0.669565217391304,0.481124072110286,0.591836734693878,0.73728813559322,0.497810734463277,0.809930178432894,0.883248730964467,0.795201736530486
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.9375     0.98611111 0.97222222 0.92361111 0.92253521],0.548117154811716,0.548117154811716,0.819397993311037,1,1,1,0.593984962406015,0.68695652173913,0.553155680224404,0.63013698630137,0.702290076335878,0.531700593723494,0.830721003134796,0.87603305785124,0.818727188824097
svm_model_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.46551724 0.53571429 0.51785714 0.60714286],0.4375,0.520833333333333,0.86578947368421,0.996491228070176,1,0.996478873239437,0.597014925373134,0.909090909090909,0.473776223776224,0.684931506849315,0.961538461538462,0.480769230769231,0.88,0.984210526315789,0.86578947368421
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.4375     0.5625     0.58333333 0.52083333 0.52083333],0.485714285714286,0.557142857142857,0.823684210526316,1,1,1,0.470588235294118,0.571428571428571,0.5,0.617283950617284,0.595238095238095,0.547619047619048,0.827763496143959,0.847368421052631,0.823684210526316
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.78472222 0.72222222 0.77777778 0.74647887 0.76056338],0.647058823529412,0.521008403361345,0.803691275167785,0.950953678474114,0.974860335195531,0.949720670391062,0.652892561983471,0.699115044247788,0.649557522123894,0.528925619834711,0.581818181818182,0.525284090909091,0.807881773399015,0.846815834767642,0.804749979576947
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.79861111 0.73611111 0.80555556 0.85416667 0.72916667],0.65,0.6875,0.7975,0.884931506849315,0.897222222222222,0.883333333333333,0.628318584070796,0.612068965517241,0.648776418242492,0.683544303797468,0.692307692307692,0.687617260787992,0.796311818943839,0.801011804384486,0.797540498567861
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.5        0.41666667 0.45833333 0.63043478],0.535211267605634,0.492957746478873,0.818421052631579,1,1,1,0.352941176470588,0.375,0.496010638297872,0.526315789473684,0.425531914893617,0.525265957446808,0.810958904109589,0.778947368421053,0.818421052631579
svm_model_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.39583333 0.45833333 0.4375     0.45833333 0.45652174],0.492957746478873,0.52112676056338,0.502631578947368,0.596610169491525,0.739495798319328,0.5,0.538461538461538,0.6,0.494444444444444,0.604651162790698,0.722222222222222,0.518253968253968,0.588235294117647,0.710526315789474,0.502631578947368
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.60344828 0.39655172 0.5        0.51785714],0.51063829787234,0.531914893617021,0.881578947368421,1,1,1,0.581818181818182,0.64,0.501818181818182,0.576923076923077,0.681818181818182,0.540909090909091,0.885496183206107,0.91578947368421,0.881578947368421
svm_model_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.61111111 0.60416667 0.66197183 0.62676056 0.55633803],0.474789915966386,0.512605042016807,0.626050420168067,0.694610778443114,0.649859943977591,0.714285714285714,0.463519313304721,0.442622950819672,0.475621820237422,0.532258064516129,0.545454545454545,0.512043512043512,0.612706701479547,0.586666666666667,0.62638418079096
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8028169  0.84507042 0.92957746 0.9084507  0.86619718],0.51271186440678,0.563559322033898,0.792724196277496,0.961918194640339,0.96056338028169,0.961971830985915,0.530612244897959,0.596330275229358,0.518637578559561,0.565400843881857,0.609090909090909,0.566450216450217,0.794290512174643,0.82404181184669,0.793599853291766
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.5        0.60416667 0.5        0.43478261],0.555555555555556,0.527777777777778,0.823684210526316,0.9957805907173,1,0.995762711864407,0.555555555555556,0.571428571428571,0.555984555984556,0.552631578947368,0.567567567567568,0.526640926640927,0.825974025974026,0.836842105263158,0.823684210526316
svm_model_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.77777778 0.79861111 0.70422535 0.73943662 0.81690141],0.504201680672269,0.558823529411765,0.718487394957983,0.83030303030303,0.767507002801121,0.843137254901961,0.491379310344828,0.532710280373832,0.506813155454091,0.574898785425101,0.577235772357724,0.558183103570166,0.705882352941176,0.684838160136286,0.718040970615407
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.89583333 0.88888889 0.90972222 0.93055556 0.875     ],0.491666666666667,0.504166666666667,0.77,0.950773558368495,0.938888888888889,0.951388888888889,0.5,0.488,0.491826086956522,0.493617021276596,0.491525423728814,0.503959433175882,0.768067226890756,0.75787728026534,0.770060918189621
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.84722222 0.88194444 0.86619718 0.92253521 0.90140845],0.525210084033613,0.508403361344538,0.780672268907563,0.956521739130435,0.955182072829131,0.956582633053221,0.469483568075117,0.416666666666667,0.526129943502825,0.460829493087558,0.431034482758621,0.506500847936687,0.771653543307087,0.743676222596964,0.780548329053926
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdn,26,0,26,6, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.87323944 0.87323944 0.87323944 0.88028169 0.88732394],0.563559322033898,0.550847457627119,0.798646362098139,0.958393113342898,0.940845070422535,0.959154929577465,0.569037656903766,0.566666666666667,0.563505747126437,0.513761467889908,0.5,0.548387096774194,0.793760831889082,0.780238500851789,0.798522611770432
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdne,8,0,8,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.90277778 0.93055556 0.91666667 0.88888889 0.95833333],0.508333333333333,0.429166666666667,0.763333333333333,0.959326788218794,0.95,0.959722222222222,0.5390625,0.58974358974359,0.51031894934334,0.46692607003891,0.46875,0.426339285714286,0.768352365415987,0.778512396694215,0.76320577817904
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.91666667 0.95833333 0.93661972 0.97183099 0.93661972],0.605042016806723,0.579831932773109,0.825210084033613,0.980555555555556,0.988795518207283,0.980392156862745,0.641221374045801,0.688524590163934,0.60288298473714,0.618320610687023,0.698275862068966,0.582744488411532,0.832797427652733,0.870588235294118,0.825210084033613
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26,6, low_bits_6, svdn,708,236,236,0.6,0.2,0.2, [0.79577465 0.85915493 0.85211268 0.78873239 0.85714286],0.546610169491525,0.521186440677966,0.770338983050847,0.927246790299572,0.918079096045198,0.927966101694915,0.502325581395349,0.482142857142857,0.543490783410138,0.538775510204082,0.554621848739496,0.520900667959492,0.766580534022394,0.760683760683761,0.770257846728435
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.53448276 0.51785714 0.5        0.42857143],0.395833333333333,0.583333333333333,0.871052631578947,1,1,1,0.452830188679245,0.571428571428571,0.415343915343915,0.67741935483871,0.777777777777778,0.555555555555556,0.87719298245614,0.921052631578947,0.871052631578947
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.91666667 0.93055556 0.86619718 0.95070423],0.521008403361345,0.478991596638655,0.776006711409396,0.958748221906117,0.941340782122905,0.959497206703911,0.446601941747573,0.362204724409449,0.532453713556076,0.38,0.319327731092437,0.478991596638655,0.759242560865645,0.697019867549669,0.777081362346263
svm_model_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.45833333 0.47916667 0.5        0.45652174],0.52112676056338,0.507042253521127,0.510526315789474,0.586572438162544,0.697478991596639,0.508403361344538,0.595238095238095,0.625,0.506048387096774,0.533333333333333,0.645161290322581,0.52258064516129,0.579185520361991,0.673684210526316,0.510526315789474
ensemble_model_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.97916667 0.97222222 0.95070423 0.93661972 0.98591549],0.533613445378151,0.5,0.805042016806723,0.997206703910614,1,0.997198879551821,0.55421686746988,0.579831932773109,0.533613445378151,0.560885608856089,0.598425196850394,0.492906292118891,0.812297734627832,0.832504145936982,0.804667745881608
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.88194444 0.94444444 0.92361111 0.88888889 0.90972222],0.525,0.545833333333333,0.790833333333333,0.96100278551532,0.958333333333333,0.961111111111111,0.60958904109589,0.760683760683761,0.530748384406921,0.614840989399293,0.776785714285714,0.560267857142857,0.805877803557618,0.884550084889643,0.792520541626491
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.77777778 0.77777778 0.73611111 0.79861111 0.76388889],0.604166666666667,0.595833333333333,0.745,0.849604221635884,0.894444444444444,0.841666666666667,0.644194756554307,0.693548387096774,0.601084538375973,0.649819494584838,0.708661417322835,0.5888439829977,0.764976958525345,0.81505728314239,0.743691629686645
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.43103448 0.44827586 0.44642857 0.5        0.5       ],0.5625,0.541666666666667,0.884210526315789,0.996466431095406,0.992957746478873,0.996478873239437,0.487804878048781,0.4,0.569565217391304,0.5,0.478260869565217,0.539130434782609,0.880434782608696,0.852631578947368,0.884210526315789
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdne,4,0,4,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.92361111 0.94366197 0.92957746 0.9084507 ],0.525210084033613,0.487394957983193,0.796638655462185,0.99020979020979,0.991596638655462,0.990196078431373,0.560311284046693,0.576,0.522513274336283,0.5,0.535087719298246,0.48931805319751,0.800986842105263,0.817114093959732,0.796604185027004
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.70833333 0.5625     0.54166667 0.67391304 0.43478261],0.472222222222222,0.541666666666667,0.813157894736842,1,1,1,0.558139534883721,0.631578947368421,0.462848297213622,0.592592592592593,0.705882352941176,0.55030959752322,0.823821339950372,0.873684210526316,0.813157894736842
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4,6, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.93661972 0.97183099 0.90140845 0.93661972 0.95      ],0.516949152542373,0.538135593220339,0.810169491525424,0.998585572842999,0.997175141242938,0.998587570621469,0.451923076923077,0.415929203539823,0.512842650550399,0.45771144278607,0.429906542056075,0.52890675940013,0.799283154121864,0.777003484320557,0.8092938213682
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.625      0.4375     0.54347826 0.58695652],0.555555555555556,0.569444444444444,0.834210526315789,1,1,1,0.515151515151515,0.515151515151515,0.552447552447553,0.563380281690141,0.512820512820513,0.574592074592074,0.831099195710456,0.81578947368421,0.834210526315789
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4,6, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.93055556 0.95774648 0.93661972 0.90140845 0.95774648],0.485232067510549,0.489451476793249,0.784148397976391,0.981455064194009,0.966292134831461,0.981741573033708,0.39,0.345132743362832,0.479017984584642,0.462222222222222,0.390977443609023,0.503181029496819,0.772646536412078,0.722591362126246,0.785097050926137
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.95833333 0.99305556 0.95138889 0.95833333 0.94444444],0.6625,0.625,0.8575,1,1,1,0.707581227436823,0.753846153846154,0.654195804195804,0.669117647058823,0.764705882352941,0.626154594069032,0.865248226950354,0.901477832512315,0.856830286814533
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.76388889 0.76760563 0.78873239 0.76056338 0.79577465],0.573839662447257,0.535864978902954,0.709949409780776,0.828828828828829,0.904494382022472,0.813202247191011,0.655290102389079,0.780487804878049,0.565682498930252,0.601449275362319,0.734513274336283,0.544675992006851,0.7444279346211,0.846283783783784,0.710178928928929
svm_model_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.53448276 0.51785714 0.57142857 0.55357143],0.479166666666667,0.520833333333333,0.873684210526316,1,1,1,0.647887323943662,1,0.5,0.684931506849315,1,0.5,0.88785046728972,1,0.873684210526316
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.91666667 0.94444444 0.9375     0.88194444 0.9375    ],0.583333333333333,0.529166666666667,0.810833333333333,0.980446927374302,0.975,0.980555555555556,0.590163934426229,0.580645161290323,0.583426028921023,0.560311284046693,0.580645161290323,0.527391546162403,0.813475760065735,0.814144736842105,0.810788584637269
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.92361111 0.93055556 0.90972222 0.92361111 0.95833333],0.645833333333333,0.570833333333333,0.836666666666667,0.988950276243094,0.994444444444444,0.988888888888889,0.705882352941176,0.784615384615385,0.633216783216783,0.655518394648829,0.837606837606838,0.577340004169272,0.850609756097561,0.919275123558484,0.835691524679748
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.44827586 0.58928571 0.53571429 0.57142857],0.666666666666667,0.520833333333333,0.889473684210526,0.98932384341637,0.978873239436619,0.98943661971831,0.666666666666667,0.761904761904762,0.677248677248677,0.634920634920635,0.740740740740741,0.489417989417989,0.892857142857143,0.921052631578947,0.889473684210526
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77083333 0.92253521 0.86619718 0.87323944 0.90140845],0.607594936708861,0.523206751054852,0.809443507588533,0.972067039106145,0.97752808988764,0.971910112359551,0.656826568265682,0.6953125,0.599949827981651,0.556862745098039,0.63963963963964,0.53013728013728,0.818035426731079,0.853781512605042,0.809293463578325
svm_model_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.55172414 0.5        0.48214286 0.5       ],0.479166666666667,0.520833333333333,0.502631578947368,0.663484486873508,0.978873239436619,0.503521126760563,0.647887323943662,1,0.5,0.684931506849315,1,0.5,0.664298401420959,0.984210526315789,0.502631578947368
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svd,40,0,40, zones, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.97887324 0.96478873 0.97183099 0.98591549 0.96478873],0.491525423728814,0.51271186440678,0.801184433164129,1,1,1,0.534883720930232,0.58974358974359,0.492350786468434,0.566037735849057,0.630252100840336,0.511707247001365,0.80940794809408,0.844331641285956,0.801184433164129
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.58333333 0.66666667 0.77083333 0.66666667 0.625     ],0.457142857142857,0.542857142857143,0.81578947368421,1,1,1,0.424242424242424,0.4,0.457142857142857,0.483870967741935,0.428571428571429,0.542857142857143,0.809782608695652,0.78421052631579,0.81578947368421
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.96527778 0.96527778 0.93055556 0.94366197],0.652719665271967,0.556485355648536,0.841973244147157,1,1,1,0.720538720538721,0.869918699186992,0.64616624614522,0.636986301369863,0.768595041322314,0.553789046084886,0.855394032134659,0.927031509121061,0.841256058101846
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.86805556 0.91666667 0.92957746 0.9084507  0.9084507 ],0.592436974789916,0.588235294117647,0.832773109243698,0.99438202247191,0.991596638655462,0.994397759103642,0.647272727272727,0.754237288135593,0.593785310734463,0.673333333333333,0.795275590551181,0.573313470951266,0.845376845376845,0.903654485049834,0.831929283341244
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.60416667 0.5625     0.5        0.54347826 0.60869565],0.402777777777778,0.555555555555556,0.797368421052632,0.991452991452992,0.983050847457627,0.991525423728814,0.469135802469136,0.513513513513513,0.3996138996139,0.644444444444444,0.828571428571429,0.562934362934363,0.809876543209877,0.863157894736842,0.797368421052632
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.96527778 0.94444444 0.95774648 0.98591549 0.95774648],0.571428571428571,0.521008403361345,0.818487394957983,1,1,1,0.677215189873418,0.849206349206349,0.55406746031746,0.632258064516129,0.867256637168142,0.537628318584071,0.838805970149254,0.942953020134228,0.818277856868461
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16, zones, lab, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.95833333 0.9375     0.95138889 0.95833333],0.525,0.491666666666667,0.8025,0.998609179415855,0.997222222222222,0.998611111111111,0.58695652173913,0.764150943396226,0.549985919459307,0.554744525547445,0.655172413793103,0.496941045606229,0.813238770685579,0.88659793814433,0.804949454509058
svm_model_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.39583333 0.4375     0.58333333 0.5625     0.52083333],0.528571428571429,0.5,0.510526315789474,0.572463768115942,0.658333333333333,0.508333333333333,0.645161290322581,0.833333333333333,0.519607843137255,0.597701149425287,0.764705882352941,0.507352941176471,0.592105263157895,0.710526315789474,0.510526315789474
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.91549296 0.9084507  0.9084507  0.88732394],0.504237288135593,0.508474576271186,0.800338409475465,0.9957805907173,0.997183098591549,0.995774647887324,0.580645161290323,0.6328125,0.492332175925926,0.553846153846154,0.642857142857143,0.514976958525346,0.8112,0.852100840336134,0.799985684222582
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32,6, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.84507042 0.84507042 0.86619718 0.84507042 0.81690141],0.584745762711864,0.610169491525424,0.802030456852792,0.939560439560439,0.963380281690141,0.938028169014085,0.601626016260163,0.621848739495798,0.584428643252173,0.622950819672131,0.655172413793103,0.610919540229885,0.807881773399015,0.833898305084746,0.802084287677508
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.89583333 0.91666667 0.92361111 0.95070423 0.87323944],0.516806722689076,0.525210084033613,0.801174496644295,0.98744769874477,0.988826815642458,0.987430167597765,0.545454545454545,0.638888888888889,0.527136752136752,0.589090909090909,0.6328125,0.51640625,0.809638554216867,0.848484848484848,0.801332725245769
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.4137931  0.5        0.60714286 0.625      0.48214286],0.520833333333333,0.625,0.889473684210526,0.996466431095406,0.992957746478873,0.996478873239437,0.488888888888889,0.478260869565217,0.519130434782609,0.653846153846154,0.68,0.622608695652174,0.889473684210526,0.889473684210526,0.889473684210526
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,708,236,236,0.6,0.2,0.2, [0.92253521 0.91549296 0.87323944 0.9084507  0.87857143],0.546610169491525,0.584745762711864,0.819491525423729,0.988700564971751,0.988700564971751,0.988700564971751,0.583657587548638,0.630252100840336,0.545895281189399,0.628787878787879,0.68595041322314,0.582105641394179,0.826688364524003,0.855218855218855,0.8192476528654
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.91666667 0.82638889 0.875      0.88888889 0.85211268],0.644351464435146,0.573221757322176,0.836120401337793,0.987620357634113,1,0.987465181058496,0.589371980676328,0.504132231404959,0.646133912312649,0.484848484848485,0.396694214876033,0.575465751505813,0.826855123674912,0.778702163061564,0.836409905060194
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.90277778 0.93055556 0.89583333 0.92361111],0.475,0.504166666666667,0.7925,0.994428969359332,0.991666666666667,0.994444444444444,0.5625,0.692307692307692,0.480300187617261,0.57347670250896,0.677966101694915,0.507015837732704,0.806225680933852,0.870588235294118,0.79314535731648
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,714,238,238,0.6,0.2,0.2, [0.90972222 0.95833333 0.98591549 0.97183099 0.97183099],0.495798319327731,0.5,0.798319327731092,0.99859747545582,0.997198879551821,0.99859943977591,0.586206896551724,0.702479338842975,0.492265310447129,0.570397111913357,0.699115044247788,0.509557522123894,0.8125,0.879864636209814,0.798863870692553
svm_model_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8,12, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.51724138 0.44827586 0.48275862 0.53448276 0.46428571],0.456521739130435,0.543478260869565,0.505263157894737,0.665094339622642,0.979166666666667,0.506944444444444,0.626865671641791,1,0.5,0.704225352112676,1,0.5,0.665480427046263,0.984210526315789,0.505263157894737
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.97916667 0.91666667 0.9375     0.95138889 0.92361111],0.5,0.491666666666667,0.796666666666667,0.997222222222222,0.997222222222222,0.997222222222222,0.61038961038961,0.824561403508772,0.515455304928989,0.61875,0.798387096774194,0.481090100111235,0.818991097922849,0.923076923076923,0.797086634295937
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.82638889 0.88888889 0.91666667 0.86111111 0.82638889],0.545833333333333,0.529166666666667,0.79,0.958791208791209,0.969444444444444,0.958333333333333,0.558704453441296,0.570247933884297,0.545628168622821,0.549800796812749,0.570247933884297,0.528821445933745,0.794453507340946,0.808970099667774,0.789936554850609
svm_model_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.64583333 0.67361111 0.6875     0.70833333 0.67361111],0.454166666666667,0.595833333333333,0.68,0.770588235294118,0.727777777777778,0.783333333333333,0.46530612244898,0.452380952380952,0.454260651629073,0.535885167464115,0.513761467889908,0.588941802647244,0.661375661375661,0.630252100840336,0.679588860337523
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.43103448 0.36206897 0.48275862 0.55357143 0.33928571],0.48936170212766,0.446808510638298,0.868421052631579,1,1,1,0.478260869565217,0.5,0.49,0.409090909090909,0.36,0.452727272727273,0.867021276595745,0.857894736842105,0.868421052631579
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.77777778 0.80555556 0.8125     0.79861111 0.79166667],0.558333333333333,0.554166666666667,0.801666666666667,0.965986394557823,0.986111111111111,0.965277777777778,0.5,0.477477477477478,0.552692227110832,0.552301255230125,0.488888888888889,0.563492063492063,0.799325463743676,0.782178217821782,0.801863519685302
ensemble_model_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.95833333 0.94366197 0.95070423 0.95774648],0.550420168067227,0.504201680672269,0.810084033613445,0.998601398601399,1,0.99859943977591,0.602230483271376,0.675,0.549364406779661,0.559701492537313,0.6,0.499115044247788,0.819488817891374,0.852159468438538,0.809583135579813
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.90277778 0.88888889 0.88888889 0.90972222 0.88194444],0.516666666666667,0.520833333333333,0.78,0.954230235783634,0.955555555555556,0.954166666666667,0.528455284552846,0.488721804511278,0.520061836835078,0.534412955465587,0.545454545454545,0.520626432391138,0.782537067545305,0.773615635179153,0.780152527487188
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8,6, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.94444444 0.92253521 0.93661972 0.94366197 0.94366197],0.586497890295359,0.468354430379747,0.806070826306914,0.991525423728814,0.985955056179775,0.991573033707865,0.601626016260163,0.601626016260163,0.585900727428327,0.470588235294118,0.444444444444444,0.46996996996997,0.807046979865772,0.79504132231405,0.806298630175958
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.75694444 0.73611111 0.78169014 0.77464789 0.80985915],0.563025210084034,0.634453781512605,0.757142857142857,0.868983957219252,0.910364145658263,0.862745098039216,0.570247933884297,0.579831932773109,0.563025210084034,0.676579925650558,0.674074074074074,0.628299172959367,0.770452740270056,0.793780687397709,0.756130412783483
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.41666667 0.60416667 0.47916667 0.67391304],0.535211267605634,0.492957746478873,0.81578947368421,0.99581589958159,1,0.995798319327731,0.592592592592593,0.631578947368421,0.527910685805423,0.485714285714286,0.515151515151515,0.494417862838916,0.82051282051282,0.842105263157895,0.81578947368421
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.9375     0.89583333 0.92361111 0.9375     0.94444444],0.583333333333333,0.591666666666667,0.825,0.983286908077994,0.980555555555556,0.983333333333333,0.473684210526316,0.416666666666667,0.568181818181818,0.524271844660194,0.432,0.598608695652174,0.811490125673249,0.762225969645868,0.824276082022275
svm_model_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.51724138 0.53571429 0.55357143 0.53571429],0.458333333333333,0.541666666666667,0.873684210526316,1,1,1,0.628571428571429,1,0.5,0.702702702702703,1,0.5,0.88785046728972,1,0.873684210526316
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdne,8,0,8,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.90972222 0.98611111 0.95833333 0.88888889 0.94444444],0.4625,0.525,0.7925,0.991596638655462,0.983333333333333,0.991666666666667,0.477732793522267,0.495798319327731,0.462775192721717,0.495575221238938,0.482758620689655,0.523637374860957,0.790227464195451,0.788235294117647,0.79246475449684
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdn,32,0,32,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.93055556 0.92361111 0.92957746 0.9084507  0.91549296],0.487394957983193,0.512605042016807,0.788235294117647,0.980446927374302,0.983193277310924,0.980392156862745,0.495867768595041,0.530973451327434,0.489486725663717,0.508474576271186,0.491803278688525,0.513143018654607,0.78894472361809,0.795608108108108,0.788272281478803
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4, zones, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97916667 0.97916667 0.97916667 0.95833333 0.97183099],0.481171548117155,0.518828451882845,0.798494983277592,0.997214484679666,0.997214484679666,0.997214484679666,0.51937984496124,0.540322580645161,0.478856942496494,0.538152610441767,0.582608695652174,0.521143057503506,0.803265306122449,0.822742474916388,0.798494983277592
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8,6, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92253521 0.93661972 0.94366197 0.93661972 0.95774648],0.51271186440678,0.491525423728814,0.796108291032149,0.991549295774648,0.991549295774648,0.991549295774648,0.474885844748858,0.495238095238095,0.510977826245002,0.487179487179487,0.475,0.491810344827586,0.792777300085984,0.794827586206897,0.796084889448963
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86111111 0.89583333 0.84027778 0.83802817 0.85211268],0.638655462184874,0.621848739495798,0.839765100671141,0.979253112033195,0.988826815642458,0.979050279329609,0.711409395973154,0.834645669291338,0.624530041852877,0.709677419354839,0.852713178294574,0.600668515752791,0.856498873027799,0.928338762214984,0.837006751349706
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.8125     0.82638889 0.81944444 0.82638889 0.83333333],0.525,0.516666666666667,0.756666666666667,0.91340782122905,0.908333333333333,0.913888888888889,0.564885496183206,0.587301587301587,0.52172096908939,0.536,0.572649572649573,0.518032103397957,0.762214983713355,0.776119402985075,0.756568914222855
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95070423 0.92957746 0.97887324 0.94366197 0.93661972],0.51271186440678,0.483050847457627,0.797800338409475,0.997175141242938,0.994366197183099,0.997183098591549,0.590747330960854,0.638461538461538,0.498476052249637,0.551470588235294,0.619834710743802,0.479482572763205,0.810467882632831,0.843234323432343,0.796617161716172
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.95774648 0.95070423 0.94366197 0.92957746],0.538135593220339,0.563559322033898,0.818950930626058,0.997191011235955,1,0.997183098591549,0.515555555555556,0.5,0.5375,0.569037656903766,0.581196581196581,0.56370753429577,0.818027210884354,0.818027210884354,0.818946265374837
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.72916667 0.60416667 0.64583333 0.73913043 0.69565217],0.611111111111111,0.486111111111111,0.826315789473684,0.995744680851064,0.991525423728814,0.995762711864407,0.548387096774194,0.53125,0.603125,0.493150684931507,0.45,0.490625,0.821621621621622,0.8,0.826315789473684
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.93055556 0.94444444 0.98591549 0.96478873],0.491596638655462,0.466386554621849,0.785234899328859,0.98876404494382,0.983240223463687,0.988826815642458,0.543396226415094,0.605042016806723,0.491596638655462,0.48582995951417,0.535714285714286,0.470238095238095,0.790849673202614,0.821731748726655,0.78565857751424
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.56896552 0.41071429 0.46428571 0.57142857],0.5625,0.416666666666667,0.860526315789474,0.986013986013986,0.992957746478873,0.985915492957746,0.655737704918033,0.689655172413793,0.529038112522686,0.416666666666667,0.526315789473684,0.43557168784029,0.865822784810126,0.9,0.860526315789473
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95774648 0.99295775 0.95070423 0.95070423 0.95070423],0.542372881355932,0.48728813559322,0.800338409475465,0.99009900990099,0.985915492957746,0.990140845070422,0.504587155963303,0.5,0.53968253968254,0.525490196078431,0.531746031746032,0.484054834054834,0.8,0.798646362098139,0.800338409475465
ensemble_model_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.9375     0.95138889 0.91549296 0.94366197 0.95070423],0.508403361344538,0.521008403361345,0.802521008403361,0.994366197183099,0.988795518207283,0.994397759103642,0.387434554973822,0.345794392523364,0.493507883284583,0.481818181818182,0.42741935483871,0.525113186191285,0.790365744870651,0.753401360544218,0.801949849707325
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.48275862 0.72413793 0.57142857 0.625     ],0.638297872340426,0.382978723404255,0.878947368421053,1,1,1,0.73015873015873,0.851851851851852,0.600925925925926,0.452830188679245,0.6,0.411111111111111,0.885572139303483,0.936842105263158,0.878947368421053
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.88888889 0.89583333 0.86805556 0.91666667 0.84027778],0.508333333333333,0.5625,0.805,0.984743411927878,0.986111111111111,0.984722222222222,0.468468468468469,0.390977443609023,0.522591525542829,0.450261780104712,0.370689655172414,0.556312569521691,0.793650793650794,0.738916256157635,0.806006351429071
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.43103448 0.42857143 0.42857143 0.58928571],0.375,0.604166666666667,0.863157894736842,0.989473684210526,0.992957746478873,0.98943661971831,0.375,0.333333333333333,0.380952380952381,0.577777777777778,0.619047619047619,0.605820105820106,0.862433862433863,0.857894736842105,0.863157894736842
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.94444444 0.95138889 0.95070423 0.93661972 0.95070423],0.600840336134454,0.579831932773109,0.83109243697479,0.991596638655462,0.991596638655462,0.991596638655462,0.641509433962264,0.674603174603175,0.596230158730159,0.626865671641791,0.694214876033058,0.57787666878576,0.838813151563753,0.865894039735099,0.830557941369256
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.81690141 0.81690141 0.8028169  0.8028169  0.78873239],0.588983050847458,0.584745762711864,0.818950930626058,0.973574408901252,0.985915492957746,0.973239436619718,0.662020905923345,0.798319327731092,0.587193851899734,0.637037037037037,0.761061946902655,0.591913087272466,0.832288401253918,0.904599659284498,0.819526720398551
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.95833333 0.91666667 0.98591549 0.92957746 0.96478873],0.558823529411765,0.546218487394958,0.815966386554622,0.991573033707865,0.988795518207283,0.991596638655462,0.594594594594595,0.641666666666667,0.558121468926554,0.617021276595745,0.66412213740458,0.532995648141542,0.825219473264166,0.850328947368421,0.815198837945379
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdn,26,0,26,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.90972222 0.86805556 0.96478873 0.9084507  0.92957746],0.470588235294118,0.516806722689076,0.794117647058823,0.994397759103642,0.994397759103642,0.994397759103642,0.427272727272727,0.431192660550459,0.467534314771353,0.484304932735426,0.461538461538462,0.51589319771138,0.788245462402766,0.782161234991424,0.793881276474295
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26,6, low_bits_5, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.87323944 0.8943662  0.88732394 0.9084507 ],0.556962025316456,0.586497890295359,0.823777403035413,0.991573033707865,0.991573033707865,0.991573033707865,0.571428571428571,0.551181102362205,0.557408732999284,0.566371681415929,0.520325203252033,0.589109970047069,0.823330515638208,0.803630363036304,0.8242289746216
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.92361111 0.90277778 0.92361111 0.91666667 0.88194444],0.575,0.6375,0.829166666666667,0.977900552486188,0.983333333333333,0.977777777777778,0.643356643356643,0.773109243697479,0.576637266476839,0.703071672354949,0.830645161290323,0.630839822024472,0.842670759785111,0.91044776119403,0.828758218955474
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.88194444 0.88888889 0.88888889 0.89583333 0.91549296],0.535564853556485,0.502092050209205,0.802675585284281,0.991689750692521,0.997214484679666,0.991643454038997,0.54320987654321,0.519685039370079,0.536628233970754,0.446511627906977,0.448598130841121,0.497026338147833,0.8,0.795952782462057,0.802619840650597
svm_model_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.51724138 0.51785714 0.48214286 0.57142857],0.520833333333333,0.479166666666667,0.873684210526316,1,1,1,0.684931506849315,1,0.5,0.647887323943662,1,0.5,0.88785046728972,1,0.873684210526316
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26,6, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.81944444 0.82394366 0.71830986 0.8028169  0.71126761],0.607594936708861,0.565400843881857,0.811129848229342,0.961643835616438,0.985955056179775,0.960674157303371,0.582959641255605,0.590909090909091,0.60647816750179,0.582995951417004,0.610169491525424,0.565588947443384,0.813333333333333,0.835616438356164,0.811495926819278
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.51724138 0.44642857 0.57142857 0.53571429],0.5,0.4375,0.857894736842105,0.98932384341637,0.978873239436619,0.98943661971831,0.538461538461538,0.5,0.5,0.490566037735849,0.65,0.467857142857143,0.860103626943005,0.873684210526316,0.857894736842105
svm_model_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.36206897 0.48275862 0.35714286 0.46428571],0.48936170212766,0.48936170212766,0.518421052631579,0.64,0.839160839160839,0.527972027972028,0.612903225806452,0.730769230769231,0.460622710622711,0.571428571428571,0.761904761904762,0.515567765567766,0.628803245436105,0.81578947368421,0.518421052631579
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.625      0.52083333 0.60416667 0.52173913],0.464788732394366,0.47887323943662,0.797368421052632,0.991596638655462,0.991596638655462,0.991596638655462,0.547619047619048,0.621621621621622,0.457869634340223,0.54320987654321,0.647058823529412,0.485691573926868,0.80893300248139,0.857894736842105,0.797368421052632
svm_model_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.43103448 0.5        0.60714286 0.57142857],0.458333333333333,0.541666666666667,0.5,0.403361344537815,0.338028169014084,0.5,0.434782608695652,0.4,0.460869565217391,0.421052631578947,0.347826086956522,0.533913043478261,0.409937888198758,0.347368421052632,0.5
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5        0.46551724 0.56896552 0.51785714 0.5       ],0.48936170212766,0.574468085106383,0.876315789473684,0.989399293286219,0.979020979020979,0.98951048951049,0.478260869565217,0.458333333333333,0.490036231884058,0.62962962962963,0.739130434782609,0.577898550724638,0.877284595300261,0.884210526315789,0.876315789473684
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16,6, low_bits_3, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88194444 0.88732394 0.92957746 0.95070423 0.93661972],0.573839662447257,0.586497890295359,0.808600337268128,0.96056338028169,0.957865168539326,0.960674157303371,0.584362139917695,0.606837606837607,0.574252136752137,0.604838709677419,0.630252100840336,0.586312491098134,0.810990840965862,0.822635135135135,0.808623964873965
svm_model_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.75694444 0.70138889 0.74647887 0.69014085 0.76760563],0.525210084033613,0.504201680672269,0.69327731092437,0.789968652037618,0.705882352941176,0.812324929971989,0.469483568075117,0.427350427350427,0.523592569047114,0.468468468468469,0.429752066115703,0.505474323656142,0.659832246039143,0.594957983193277,0.69327731092437
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.90140845 0.96478873 0.94366197 0.91549296 0.92253521],0.508474576271186,0.508474576271186,0.787648054145516,0.972661870503597,0.952112676056338,0.973239436619718,0.395833333333333,0.322033898305085,0.508474576271186,0.389473684210526,0.342592592592593,0.495515046296296,0.7669452181987,0.710843373493976,0.786370106048153
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.875      0.86111111 0.85211268 0.88732394 0.88732394],0.542016806722689,0.596638655462185,0.803361344537815,0.959326788218794,0.957983193277311,0.959383753501401,0.540084388185654,0.524590163934426,0.542467495760317,0.630769230769231,0.666666666666667,0.594202898550725,0.806611570247934,0.81063122923588,0.80327479829141
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdne,16,0,16,6, low_bits_4_shifted_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88194444 0.8943662  0.88732394 0.95774648 0.94366197],0.489451476793249,0.50210970464135,0.774873524451939,0.96045197740113,0.955056179775281,0.960674157303371,0.385786802030457,0.301587301587302,0.502145002145002,0.41,0.315384615384615,0.522178289000719,0.758371040723982,0.684640522875817,0.77786033112432
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.92361111 0.94444444 0.93661972 0.97183099 0.92253521],0.588235294117647,0.609243697478992,0.826050420168067,0.97752808988764,0.974789915966386,0.977591036414566,0.642335766423358,0.771929824561403,0.59564233163554,0.654275092936803,0.721311475409836,0.606345392877332,0.835059760956175,0.883642495784148,0.826243358444838
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.9375     0.94444444 0.93661972 0.94366197],0.512605042016807,0.516806722689076,0.792785234899329,0.97752808988764,0.972067039106145,0.977653631284916,0.508474576271187,0.517241379310345,0.51271905031091,0.51063829787234,0.495867768595041,0.51716465352829,0.791208791208791,0.786554621848739,0.792774798361556
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.53448276 0.48214286 0.58928571 0.60714286],0.604166666666667,0.604166666666667,0.892105263157895,0.989399293286219,0.985915492957746,0.98943661971831,0.612244897959184,0.681818181818182,0.61013986013986,0.641509433962264,0.653846153846154,0.59965034965035,0.893506493506493,0.905263157894737,0.892105263157895
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.62068966 0.46428571 0.42857143 0.67857143],0.604166666666667,0.541666666666667,0.86578947368421,0.964539007092198,0.957746478873239,0.964788732394366,0.595744680851064,0.666666666666667,0.611111111111111,0.56,0.518518518518518,0.544973544973545,0.865435356200528,0.863157894736842,0.86578947368421
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.96527778 0.96527778 0.98591549 0.97183099 0.97887324],0.508403361344538,0.495798319327731,0.800840336134454,1,1,1,0.574545454545454,0.699115044247788,0.517557522123894,0.577464788732394,0.689075630252101,0.495798319327731,0.813825608798115,0.879456706281834,0.801625191743246
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.5        0.46551724 0.625      0.625     ],0.48936170212766,0.382978723404255,0.860526315789474,1,1,1,0.555555555555556,0.6,0.481818181818182,0.472727272727273,0.590909090909091,0.395454545454546,0.865822784810126,0.9,0.860526315789473
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.97183099 0.97183099 0.96478873 0.95774648 0.95      ],0.504237288135593,0.525423728813559,0.804237288135593,0.997175141242938,0.997175141242938,0.997175141242938,0.493506493506493,0.513513513513513,0.504756756756757,0.582089552238806,0.595419847328244,0.516757542711741,0.808616404308202,0.818791946308725,0.80408775397628
svm_model_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5        0.48275862 0.55172414 0.48214286 0.58928571],0.468085106382979,0.48936170212766,0.510526315789474,0.624657534246575,0.797202797202797,0.520979020979021,0.545454545454545,0.652173913043478,0.471920289855072,0.571428571428571,0.666666666666667,0.485507246376812,0.609243697478992,0.763157894736842,0.510526315789474
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.81944444 0.83802817 0.85915493 0.85915493 0.85211268],0.620253164556962,0.658227848101266,0.788364249578415,0.893899204244032,0.946629213483146,0.887640449438202,0.645669291338583,0.689075630252101,0.61996154393961,0.674698795180723,0.694214876033058,0.657452265602736,0.800318217979316,0.843959731543624,0.788081560687066
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.56896552 0.46428571 0.51785714 0.53571429],0.520833333333333,0.395833333333333,0.863157894736842,1,1,1,0.581818181818182,0.615384615384615,0.512237762237762,0.452830188679245,0.545454545454545,0.407342657342657,0.86734693877551,0.894736842105263,0.863157894736842
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95833333 0.89583333 0.94444444 0.95070423 0.91549296],0.563025210084034,0.571428571428571,0.821308724832215,0.99020979020979,0.988826815642458,0.990223463687151,0.584,0.675925925925926,0.572578347578348,0.598425196850394,0.638655462184874,0.571428571428571,0.82526661197703,0.85982905982906,0.822006786916177
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.93661972 0.94366197 0.95070423 0.93661972 0.93661972],0.457627118644068,0.521186440677966,0.792724196277496,0.994366197183099,0.994366197183099,0.994366197183099,0.452991452991453,0.481818181818182,0.459163059163059,0.515021459227468,0.571428571428571,0.526172300981461,0.791843670348343,0.817543859649123,0.793575851393189
svm_model_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.56896552 0.53448276 0.55357143 0.51785714],0.553191489361702,0.446808510638298,0.876315789473684,1,1,1,0.712328767123288,1,0.5,0.617647058823529,1,0.5,0.889929742388759,1,0.876315789473684
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.97222222 0.9375     0.95833333 0.95138889 0.94444444],0.533333333333333,0.4875,0.8,0.993045897079277,0.991666666666667,0.993055555555556,0.537190082644628,0.541666666666667,0.533333333333333,0.502024291497976,0.52991452991453,0.488534500729623,0.801324503311258,0.8107202680067,0.8000533346667
svm_model_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40,6, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70138889 0.6971831  0.69014085 0.72535211 0.76760563],0.493670886075949,0.489451476793249,0.686340640809443,0.801815431164902,0.74438202247191,0.816011235955056,0.52,0.575221238938053,0.497288038823865,0.521739130434782,0.564102564102564,0.490384615384615,0.680412371134021,0.675767918088737,0.686217292377702
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.96527778 0.97222222 0.95138889 0.96478873 0.9084507 ],0.600840336134454,0.533613445378151,0.825503355704698,0.997198879551821,0.994413407821229,0.997206703910614,0.690553745928339,0.834645669291338,0.583989501312336,0.643086816720257,0.75187969924812,0.504511278195489,0.843843843843844,0.909385113268608,0.822288375449635
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.88888889 0.92361111 0.90972222 0.88194444 0.90277778],0.554166666666667,0.5625,0.814166666666667,0.984700973574409,0.983333333333333,0.984722222222222,0.577075098814229,0.565891472868217,0.553216006704379,0.524886877828054,0.532110091743119,0.559948175642552,0.813076278290025,0.811036789297659,0.814156268402982
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.82638889 0.90972222 0.86111111 0.88028169 0.84507042],0.626050420168067,0.588235294117647,0.837248322147651,0.99023709902371,0.991620111731844,0.990223463687151,0.645418326693227,0.716814159292035,0.630407079646018,0.637037037037037,0.677165354330709,0.581825920408598,0.84329563812601,0.872909698996656,0.837128250171728
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.8125     0.86111111 0.8943662  0.85915493 0.88028169],0.407563025210084,0.53781512605042,0.765546218487395,0.960674157303371,0.957983193277311,0.96078431372549,0.276923076923077,0.219512195121951,0.414103923647932,0.408602150537634,0.351851851851852,0.522079772079772,0.744739249771272,0.692176870748299,0.76469308653694
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.88194444 0.90277778 0.93055556 0.89583333 0.84722222],0.670833333333333,0.579166666666667,0.840833333333333,0.984910836762688,0.997222222222222,0.984722222222222,0.706319702602231,0.772357723577236,0.6682301438399,0.621722846441948,0.680327868852459,0.57745207001945,0.84901185770751,0.887603305785124,0.840440308354747
svm_model_N4_B0_E4_nb_zones_8_lab_svd,4,0,4,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.984375   0.953125   0.96315789 0.97894737 0.95789474],0.506289308176101,0.50314465408805,0.80062893081761,0.997907949790795,1,0.9979035639413,0.67223382045929,1,0.5,0.669456066945607,1,0.5,0.834291688447465,1,0.799873737373737
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.76388889 0.78472222 0.69444444 0.72222222 0.80555556],0.566666666666667,0.616666666666667,0.740833333333333,0.847682119205298,0.888888888888889,0.840277777777778,0.559322033898305,0.564102564102564,0.566604127579737,0.574074074074074,0.539130434782609,0.613565217391304,0.742336371168186,0.756756756756757,0.741042852062589
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdn,40,0,40,6, low_bits_4_shifted_2, svdn,708,236,236,0.6,0.2,0.2, [0.88732394 0.88732394 0.88732394 0.87323944 0.92142857],0.491525423728814,0.504237288135593,0.777118644067797,0.962750716332378,0.949152542372881,0.963276836158192,0.45945945945946,0.467889908256881,0.489850465939464,0.548262548262548,0.546153846153846,0.499492017416546,0.776929601357082,0.772344013490725,0.777143045927645
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svd,4,0,4,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.94270833 0.94270833 0.96354167 0.96875    0.95833333],0.465625,0.515625,0.7925,0.993736951983299,0.991666666666667,0.99375,0.635394456289979,1,0.5,0.680412371134021,1,0.5,0.826359832635983,0.994962216624685,0.794007162902913
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.93055556 0.9375     0.91666667 0.89583333],0.491666666666667,0.533333333333333,0.800833333333333,0.993084370677732,0.997222222222222,0.993055555555556,0.396039603960396,0.330578512396694,0.493020348635322,0.422680412371134,0.356521739130435,0.526260869565217,0.786416443252904,0.738255033557047,0.800418907507
ensemble_model_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.91666667 0.94444444 0.95833333 0.94444444 0.95138889],0.491666666666667,0.495833333333333,0.795833333333333,0.997229916897507,1,0.997222222222222,0.544776119402985,0.574803149606299,0.486516619050937,0.543396226415094,0.590163934426229,0.494234509585996,0.804780876494024,0.829228243021346,0.79532478140915
svm_model_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.51724138 0.48275862 0.5        0.35714286],0.531914893617021,0.468085106382979,0.521052631578947,0.526315789473684,0.524475524475524,0.527972027972028,0.592592592592593,0.615384615384615,0.521978021978022,0.545454545454546,0.714285714285714,0.491758241758242,0.538071065989848,0.557894736842105,0.521052631578947
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.96875    0.953125   0.94210526 0.91052632],0.490566037735849,0.490566037735849,0.78391959798995,0.978858350951374,0.968619246861925,0.97907949790795,0.658227848101266,1,0.5,0.658227848101266,1,0.5,0.818373812038015,0.981012658227848,0.785394109662552
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.62068966 0.67241379 0.48214286 0.53571429],0.425531914893617,0.468085106382979,0.857894736842105,0.993006993006993,0.993006993006993,0.993006993006993,0.509090909090909,0.5,0.407894736842105,0.390243902439024,0.421052631578947,0.460526315789474,0.858638743455498,0.863157894736842,0.857894736842105
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5        0.48214286 0.53571429 0.55357143],0.458333333333333,0.520833333333333,0.871052631578947,1,1,1,0.434782608695652,0.454545454545455,0.458041958041958,0.51063829787234,0.461538461538462,0.526223776223776,0.870026525198939,0.863157894736842,0.871052631578947
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.46551724 0.4137931  0.46428571 0.375     ],0.531914893617021,0.574468085106383,0.889473684210526,1,1,1,0.541666666666667,0.565217391304348,0.532608695652174,0.583333333333333,0.583333333333333,0.574275362318841,0.890052356020942,0.894736842105263,0.889473684210526
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.53448276 0.56896552 0.51785714 0.48214286],0.468085106382979,0.617021276595745,0.886842105263158,1,1,1,0.358974358974359,0.318181818181818,0.459090909090909,0.653846153846154,0.68,0.612727272727273,0.885941644562334,0.878947368421053,0.886842105263158
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94270833 0.92708333 0.96354167 0.9        0.94736842],0.5,0.506289308176101,0.782035175879397,0.966630785791173,0.939330543933054,0.967573221757322,0.666666666666667,1,0.5,0.67223382045929,0.993827160493827,0.496913580246914,0.815915119363395,0.962453066332916,0.78135263657125
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.91666667 0.92361111 0.84507042 0.9084507 ],0.567226890756302,0.621848739495798,0.833892617449664,0.993045897079277,0.997206703910614,0.993016759776536,0.664495114006515,0.829268292682927,0.558112407211029,0.671532846715328,0.814159292035398,0.631079646017699,0.847692307692308,0.927609427609428,0.834206051597356
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.86805556 0.875      0.88888889 0.84722222 0.9084507 ],0.506276150627615,0.523012552301255,0.781772575250836,0.958748221906117,0.938718662952646,0.959610027855153,0.48695652173913,0.491228070175439,0.505614035087719,0.504347826086957,0.491525423728814,0.522622215996638,0.775580395528805,0.763113367174281,0.78155668358714
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.88888889 0.875      0.86805556 0.85211268 0.9084507 ],0.495798319327731,0.470588235294118,0.786073825503356,0.987412587412587,0.986033519553073,0.987430167597765,0.495798319327731,0.5,0.495833333333333,0.4,0.375,0.465277777777778,0.780739466895959,0.772108843537415,0.7858888588548
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.79166667 0.72916667 0.76760563 0.79577465 0.76760563],0.638655462184874,0.617647058823529,0.838655462184874,0.979423868312757,1,0.978991596638656,0.647540983606557,0.647540983606557,0.638425664217072,0.628571428571429,0.658119658119658,0.618316027406936,0.842364532019704,0.860738255033557,0.838618285765937
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdn,32,0,32,6, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88888889 0.91549296 0.92957746 0.92253521 0.88028169],0.485232067510549,0.573839662447257,0.805227655986509,0.98876404494382,0.98876404494382,0.98876404494382,0.5,0.521367521367521,0.485683760683761,0.580912863070539,0.583333333333333,0.573717948717949,0.807017543859649,0.814502529510961,0.805227655986509
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32,6, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88732394 0.94366197 0.95774648 0.92253521 0.87323944],0.504237288135593,0.5,0.795262267343486,0.990126939351199,0.988732394366197,0.990140845070422,0.574545454545455,0.632,0.49618018018018,0.572463768115942,0.652892561983471,0.49601149838304,0.807936507936508,0.846921797004992,0.794373118812306
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.92708333 0.97916667 0.94791667 0.95833333 0.96315789],0.498432601880878,0.517241379310345,0.794486215538847,0.985386221294363,0.985386221294363,0.985386221294363,0.665271966527197,1,0.5,0.681818181818182,1,0.5,0.829166666666667,0.991282689912827,0.793245380265367
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26, zones, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.97222222 0.93661972 0.94366197 0.97183099 0.95774648],0.531645569620253,0.523206751054852,0.810286677908938,0.99859747545582,1,0.998595505617978,0.53941908713693,0.532786885245902,0.531610833927299,0.515021459227468,0.504201680672269,0.5232872810141,0.81044650379107,0.805695142378559,0.810317859814067
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.5862069  0.43103448 0.58928571 0.51785714],0.553191489361702,0.446808510638298,0.863157894736842,0.982578397212544,0.986013986013986,0.982517482517482,0.533333333333333,0.5,0.554347826086957,0.380952380952381,0.347826086956522,0.444746376811594,0.86096256684492,0.847368421052631,0.863157894736842
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.93229167 0.96842105 0.95789474 0.94736842],0.506289308176101,0.477987421383648,0.79559748427673,0.9979035639413,0.9979035639413,0.9979035639413,0.670859538784067,0.993788819875776,0.500079123313684,0.645299145299145,1,0.502994011976048,0.828857293312269,0.997465145754119,0.797109601591167
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.90277778 0.92361111 0.93055556 0.92361111 0.8943662 ],0.589958158995816,0.581589958158996,0.831939799331104,0.99581589958159,0.994428969359331,0.995821727019499,0.608,0.580152671755725,0.591002261803789,0.59349593495935,0.579365079365079,0.581717937912628,0.834295136026381,0.821428571428571,0.832266009852217
svm_model_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.7        0.5        0.5        0.72222222],0.65625,0.28125,0.7875,1,1,1,0.775510204081633,1,0.576923076923077,0.439024390243902,0.818181818181818,0.409090909090909,0.817204301075269,0.974358974358974,0.792057535959975
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95774648 0.94366197 0.95070423 0.93661972 0.96478873],0.639830508474576,0.576271186440678,0.83756345177665,0.990154711673699,0.991549295774648,0.990140845070422,0.653061224489796,0.747663551401869,0.649025574150547,0.62962962962963,0.648854961832061,0.567284623773173,0.843393148450245,0.871838111298482,0.837447069231584
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,720,240,240,0.6,0.2,0.2, [0.90277778 0.96527778 0.90277778 0.94444444 0.89583333],0.525,0.55,0.814166666666667,0.998613037447989,1,0.998611111111111,0.540322580645161,0.563025210084034,0.525314257934579,0.593984962406015,0.622047244094488,0.545536896383527,0.819433198380567,0.834983498349835,0.813956395639564
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.92361111 0.95138889 0.90140845 0.93661972 0.92957746],0.516806722689076,0.571428571428571,0.815126050420168,0.995792426367462,0.994397759103642,0.995798319327731,0.497816593886463,0.491379310344828,0.516181458451102,0.504854368932039,0.5,0.563432835820896,0.808362369337979,0.804159445407279,0.814804029392057
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.9084507  0.95774648 0.92957746 0.95774648 0.97887324],0.516949152542373,0.559322033898305,0.812182741116751,0.994350282485876,0.991549295774648,0.994366197183099,0.558139534883721,0.590163934426229,0.51438021282715,0.535714285714286,0.55045871559633,0.558693924727299,0.81344537815126,0.825938566552901,0.812298142336853
svm_model_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16,12, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.55172414 0.51724138 0.56896552 0.46551724 0.44642857],0.478260869565217,0.565217391304348,0.513157894736842,0.602816901408451,0.743055555555556,0.510416666666667,0.586206896551724,0.708333333333333,0.46780303030303,0.666666666666667,0.909090909090909,0.579545454545455,0.608879492600423,0.757894736842105,0.513157894736842
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.55172414 0.53448276 0.46428571 0.55357143],0.361702127659574,0.48936170212766,0.855263157894737,0.996491228070176,0.993006993006993,0.996503496503496,0.318181818181818,0.304347826086957,0.360507246376812,0.454545454545455,0.416666666666667,0.490942028985507,0.85254691689008,0.836842105263158,0.855263157894737
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5        0.56896552 0.46551724 0.44642857 0.41071429],0.51063829787234,0.48936170212766,0.876315789473684,1,1,1,0.530612244897959,0.541666666666667,0.509963768115942,0.52,0.565217391304348,0.490942028985507,0.877922077922078,0.889473684210526,0.876315789473684
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.76388889 0.86805556 0.76388889 0.81944444 0.76388889],0.6,0.604166666666667,0.830833333333333,0.983516483516484,0.994444444444444,0.983333333333333,0.582608695652174,0.592920353982301,0.599609783290363,0.56221198156682,0.525862068965517,0.601640711902113,0.827234042553191,0.825127334465195,0.830730606676133
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.90625    0.84895833 0.86979167 0.88020833 0.85789474],0.492163009404389,0.482758620689655,0.769423558897243,0.957247132429614,0.958246346555324,0.957202505219207,0.633484162895927,0.903225806451613,0.503442171518489,0.627539503386005,0.902597402597403,0.496753246753247,0.800433839479392,0.936548223350254,0.771491933457305
svm_model_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.44827586 0.46428571 0.51785714 0.41071429],0.479166666666667,0.541666666666667,0.507894736842105,0.457364341085271,0.415492957746479,0.507042253521127,0.545454545454545,0.576923076923077,0.47027972027972,0.45,0.409090909090909,0.531468531468531,0.470254957507082,0.436842105263158,0.507894736842105
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.96527778 0.90972222 0.97916667 0.90972222 0.95833333],0.529166666666667,0.475,0.799166666666667,0.997222222222222,0.997222222222222,0.997222222222222,0.523206751054852,0.525423728813559,0.52910530702973,0.475,0.475,0.475,0.798663324979114,0.79933110367893,0.799167212969033
ensemble_model_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.94444444 0.9375     0.94444444 0.97183099 0.97887324],0.5,0.529411764705882,0.805369127516778,0.998601398601399,0.997206703910614,0.998603351955307,0.489270386266094,0.438461538461539,0.506267806267806,0.486238532110092,0.469026548672566,0.526513274336283,0.801029159519726,0.777038269550749,0.805608813286373
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.91666667 0.96527778 0.95833333 0.95833333 0.91666667],0.541666666666667,0.554166666666667,0.815833333333333,0.994413407821229,0.988888888888889,0.994444444444444,0.592592592592593,0.661157024793388,0.54066254601014,0.570281124497992,0.617391304347826,0.556695652173913,0.821052631578947,0.850671140939597,0.816064047290991
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.75       0.5        0.55555556 0.55555556],0.451612903225806,0.483870967741936,0.762820512820513,0.957446808510638,0.957446808510638,0.957446808510638,0.484848484848485,0.5,0.45,0.5,0.571428571428571,0.491596638655462,0.767295597484277,0.792207792207792,0.763192503698833
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdne,16,0,16,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.95138889 0.95138889 0.91666667 0.90140845],0.485355648535565,0.523012552301255,0.79933110367893,0.99581589958159,0.994428969359331,0.995821727019499,0.552727272727273,0.655172413793103,0.490187832912812,0.564885496183206,0.685185185185185,0.537249081142211,0.808612440191387,0.869639794168096,0.801051544718632
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.96527778 0.91666667 0.95070423 0.93661972 0.9084507 ],0.542016806722689,0.457983193277311,0.798319327731092,0.997191011235955,0.994397759103642,0.997198879551821,0.452261306532663,0.424528301886793,0.530445969125214,0.426666666666667,0.421052631578947,0.456494057724958,0.788732394366197,0.776429809358752,0.797676568627174
svm_model_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54,4, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.7        0.61111111 0.77777778 0.66666667 0.72222222],0.6,0.533333333333333,0.776315789473684,0.909090909090909,0.869565217391304,0.91304347826087,0.571428571428571,0.571428571428571,0.598214285714286,0.611111111111111,0.611111111111111,0.513888888888889,0.776315789473684,0.756410256410256,0.776853776853777
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.55172414 0.5862069  0.51785714 0.57142857],0.553191489361702,0.404255319148936,0.863157894736842,0.98961937716263,1,0.98951048951049,0.618181818181818,0.653846153846154,0.541208791208791,0.517241379310345,0.714285714285714,0.434065934065934,0.870646766169154,0.921052631578947,0.863157894736842
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.88888889 0.90277778 0.84027778 0.79166667 0.93055556],0.6625,0.629166666666667,0.84,0.970027247956403,0.988888888888889,0.969444444444444,0.707581227436823,0.80327868852459,0.660113920533482,0.692041522491349,0.826446280991735,0.627508854781582,0.852307692307692,0.918739635157545,0.839604323441419
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.5862069  0.5        0.55357143 0.58928571],0.541666666666667,0.520833333333333,0.881578947368421,1,1,1,0.633333333333333,0.904761904761905,0.582010582010582,0.634920634920635,0.740740740740741,0.489417989417989,0.889434889434889,0.952631578947368,0.881578947368421
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.5        0.61111111 0.44444444 0.66666667],0.516129032258065,0.516129032258065,0.794871794871795,0.978723404255319,0.978723404255319,0.978723404255319,0.571428571428571,0.588235294117647,0.508403361344538,0.571428571428571,0.666666666666667,0.520833333333333,0.804878048780488,0.835443037974684,0.794344895610718
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.51724138 0.56896552 0.5        0.48214286],0.617021276595745,0.446808510638298,0.884210526315789,1,1,1,0.678571428571429,0.730769230769231,0.603479853479853,0.434782608695652,0.476190476190476,0.4496336996337,0.88659793814433,0.905263157894737,0.88421052631579
svm_model_N8_B0_E8_nb_zones_8_lab_svd,8,0,8,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.97916667 0.953125   0.94791667 0.97395833 0.96842105],0.460815047021944,0.507836990595611,0.793859649122807,1,1,1,0.630901287553648,1,0.5,0.673596673596674,1,0.5,0.827296587926509,1,0.796410891089109
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93157895 0.95263158 0.95263158 0.91578947 0.97368421],0.509493670886076,0.481012658227848,0.781921618204804,0.97228144989339,0.96,0.972631578947368,0.675052410901468,1,0.5,0.64957264957265,1,0.5,0.816781731279873,0.975888324873096,0.782654489892468
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.48275862 0.57142857 0.57142857 0.57142857],0.583333333333333,0.5,0.884210526315789,1,1,1,0.523809523809524,0.523809523809524,0.576719576719577,0.52,0.481481481481482,0.502645502645503,0.882978723404255,0.873684210526316,0.88421052631579
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40,6, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.75352113 0.86619718 0.83802817 0.88028169],0.641350210970464,0.556962025316456,0.828836424957841,0.981818181818182,0.985955056179775,0.981741573033708,0.65863453815261,0.738738738738739,0.647147147147147,0.581673306772908,0.657657657657658,0.562955812955813,0.832921810699588,0.875432525951557,0.829985999817884
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54,4, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.45       0.44444444 0.66666667 0.33333333 0.44444444],0.6,0.5,0.822368421052632,1,1,1,0.625,0.625,0.598214285714286,0.444444444444444,0.4,0.5,0.821192052980133,0.805194805194805,0.822597402597402
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svd,8,0,8,8, low_bits_4_shifted_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94270833 0.95833333 0.93229167 0.95263158 0.97368421],0.493710691823899,0.493710691823899,0.795226130653266,0.9958071278826,0.993723849372385,0.99581589958159,0.661052631578947,1,0.5,0.661052631578947,1,0.5,0.828781512605042,0.996212121212121,0.796231060606061
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.94270833 0.95263158 0.93684211 0.96842105],0.481132075471698,0.481132075471698,0.792452830188679,1,1,1,0.64968152866242,0.993506493506493,0.496753246753247,0.64968152866242,0.980769230769231,0.490384615384615,0.825949367088607,0.994917407878018,0.794469911909121
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.9375     0.953125   0.94210526 0.96315789],0.5,0.509433962264151,0.795226130653266,0.988384371700106,0.97907949790795,0.988493723849372,0.666666666666667,1,0.5,0.675,1,0.5,0.828781512605042,0.987484355444305,0.794498798150904
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.984375   0.96354167 0.96875    0.95833333 0.96842105],0.460815047021944,0.526645768025078,0.791979949874687,0.990556138509969,0.985386221294363,0.990605427974948,0.630901287553648,1,0.5,0.689938398357289,1,0.5,0.825813221406086,0.991183879093199,0.792973485681263
svm_model_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52,4, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.55       0.33333333 0.44444444 0.61111111 0.61111111],0.433333333333333,0.366666666666667,0.605263157894737,0.739130434782609,0.739130434782609,0.739130434782609,0.413793103448276,0.4,0.433333333333333,0.387096774193548,0.31578947368421,0.385167464114833,0.605263157894737,0.575,0.606944444444444
ensemble_model_N4_B0_E4_nb_zones_8_lab_svd,4,0,4,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.97916667 0.95263158 0.95263158 0.95789474],0.506289308176101,0.487421383647799,0.79874213836478,1,1,1,0.656455142231947,0.980392156862745,0.523529411764706,0.650963597430407,0.980645161290322,0.499525034632891,0.829605963791267,0.992356687898089,0.801147288048424
svm_model_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.4137931  0.39655172 0.44642857 0.39285714 0.44642857],0.541666666666667,0.4375,0.523684210526316,0.604790419161677,0.711267605633803,0.535211267605634,0.541666666666667,0.565217391304348,0.542608695652174,0.425531914893617,0.4,0.439130434782609,0.578088578088578,0.652631578947368,0.523684210526316
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svd,4,0,4,8, low_bits_4_shifted_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.921875   0.94270833 0.94791667 0.96315789 0.95263158],0.49685534591195,0.5,0.795854271356784,0.993723849372385,0.993723849372385,0.993723849372385,0.661016949152542,0.968944099378882,0.490841476441033,0.655097613882863,0.967948717948718,0.50866571699905,0.82795129698253,0.983647798742138,0.796089896861659
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.92361111 0.9375     0.93661972 0.97183099 0.92957746],0.558823529411765,0.61344537815126,0.832773109243698,0.997191011235955,0.994397759103642,0.997198879551821,0.60377358490566,0.747663551401869,0.576121852036812,0.669064748201439,0.75609756097561,0.608483563096501,0.841434262948207,0.899488926746167,0.833658227883863
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97222222 0.91666667 0.84722222 0.88888889 0.91549296],0.635983263598326,0.682008368200837,0.862040133779264,0.997214484679666,0.997214484679666,0.997214484679666,0.644897959183674,0.652892561983471,0.635768314890041,0.698412698412698,0.682170542635659,0.68199436222692,0.864197530864197,0.862068965517241,0.862039593491159
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.96354167 0.96842105 0.95789474 0.97368421 0.97368421],0.495268138801262,0.488958990536278,0.795712484237074,0.997899159663866,0.997899159663866,0.997899159663866,0.658119658119658,0.927710843373494,0.473789196521184,0.644736842105263,0.967105263157895,0.507795055821372,0.8272921108742,0.977329974811083,0.795483169223723
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.85       0.75       0.66666667 0.72222222 0.55555556],0.516129032258065,0.516129032258065,0.807692307692308,1,1,1,0.516129032258065,0.5,0.516666666666667,0.516129032258065,0.571428571428571,0.521008403361344,0.807692307692308,0.818181818181818,0.807825086306099
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.43103448 0.53571429 0.55357143 0.44642857],0.541666666666667,0.458333333333333,0.871052631578947,0.996466431095406,0.992957746478873,0.996478873239437,0.576923076923077,0.555555555555556,0.53968253968254,0.48,0.571428571428571,0.470899470899471,0.872727272727273,0.884210526315789,0.871052631578947
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.90140845 0.90140845 0.92253521 0.96478873 0.91549296],0.567796610169492,0.521186440677966,0.817258883248731,0.9985935302391,1,0.998591549295774,0.544642857142857,0.575471698113208,0.568505079825835,0.553359683794466,0.538461538461538,0.519230769230769,0.818181818181818,0.822335025380711,0.817258883248731
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.96354167 0.94791667 0.94210526 0.94210526],0.487421383647799,0.471698113207547,0.787688442211055,0.992670157068063,0.99163179916318,0.992677824267782,0.62004662004662,0.820987654320988,0.481006647673314,0.609302325581395,0.834394904458599,0.476203663409424,0.81367144432194,0.925972396486826,0.787514500130205
ensemble_model_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.9375     0.9375     0.91549296 0.94366197 0.91549296],0.516806722689076,0.512605042016807,0.804201680672269,0.997206703910614,1,0.997198879551821,0.514767932489452,0.455223880597015,0.525688863375431,0.462962962962963,0.416666666666667,0.513418079096045,0.800684345594525,0.765957446808511,0.805258516150369
svm_model_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.46551724 0.4137931  0.44642857 0.44642857],0.51063829787234,0.48936170212766,0.505263157894737,0.574018126888218,0.664335664335664,0.506993006993007,0.581818181818182,0.666666666666667,0.507246376811594,0.586206896551724,0.739130434782609,0.494565217391304,0.576576576576577,0.673684210526316,0.505263157894737
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.88947368 0.85263158 0.87894737 0.89473684 0.87894737],0.509493670886076,0.525316455696203,0.77180783817952,0.942268041237113,0.962105263157895,0.941052631578948,0.615384615384615,0.74251497005988,0.495418558855443,0.619289340101523,0.7625,0.522275641025641,0.795698924731183,0.876558603491272,0.770330583796918
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,708,236,236,0.6,0.2,0.2, [0.94366197 0.95070423 0.91549296 0.8943662  0.94285714],0.563559322033898,0.610169491525424,0.83135593220339,0.994350282485876,0.994350282485876,0.994350282485876,0.608365019011407,0.714285714285714,0.570852534562212,0.664233576642336,0.777777777777778,0.611577964519141,0.840160642570281,0.897084048027444,0.832126613628462
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.3        0.55555556 0.72222222 0.44444444],0.612903225806452,0.483870967741936,0.82051282051282,1,1,1,0.666666666666667,0.666666666666667,0.602564102564102,0.466666666666667,0.538461538461538,0.491452991452991,0.825,0.846153846153846,0.820512820512821
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.5        0.63793103 0.58928571 0.60714286],0.553191489361702,0.51063829787234,0.881578947368421,0.996491228070176,0.993006993006993,0.996503496503496,0.533333333333333,0.545454545454545,0.552727272727273,0.465116279069767,0.4,0.518181818181818,0.879356568364611,0.863157894736842,0.881578947368421
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.89583333 0.9375     0.88888889 0.92253521],0.518828451882845,0.514644351464435,0.802675585284281,0.993065187239944,0.997214484679666,0.993036211699164,0.416243654822335,0.366071428571429,0.509807367829021,0.462962962962963,0.416666666666667,0.515056022408964,0.791887125220459,0.759729272419628,0.802178685796591
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.97916667 0.93055556 0.95774648 0.95070423],0.491596638655462,0.529411764705882,0.804530201342282,1,1,1,0.502057613168724,0.504132231404959,0.491382355018719,0.552,0.560975609756098,0.528313891834571,0.807278742762614,0.81063122923588,0.804468156990822
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.95833333 0.94210526 0.93684211 0.96842105 0.98947368],0.533123028391167,0.574132492113565,0.820302648171501,0.997894736842105,0.995798319327731,0.997899159663866,0.650943396226415,0.971830985915493,0.574486921529175,0.697986577181208,0.912280701754386,0.545181446767604,0.843492586490939,0.973384030418251,0.821070936162701
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.93055556 0.95833333 0.96527778 0.92361111 0.95070423],0.619246861924686,0.577405857740586,0.838628762541806,0.998609179415855,1,0.998607242339833,0.643137254901961,0.630769230769231,0.618136908962597,0.577405857740586,0.610619469026549,0.579119258322798,0.840890354492992,0.847176079734219,0.838571204850275
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26,6, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.93055556 0.93661972 0.95070423 0.90140845 0.92253521],0.552742616033755,0.565400843881857,0.81787521079258,0.99020979020979,0.99438202247191,0.990168539325843,0.526785714285714,0.51304347826087,0.55160370634355,0.596078431372549,0.612903225806452,0.563088781044819,0.819095477386935,0.821848739495798,0.817861763994938
svm_model_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26,6, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.81944444 0.875      0.77777778 0.78472222 0.81690141],0.497907949790795,0.506276150627615,0.719063545150502,0.861581920903955,0.84958217270195,0.863509749303621,0.459459459459459,0.3984375,0.505525056306306,0.468468468468469,0.40625,0.513935810810811,0.708333333333333,0.663414634146341,0.720691826539608
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.953125   0.94736842 0.96315789 0.97894737],0.547169811320755,0.575471698113208,0.823270440251572,0.9979035639413,0.9979035639413,0.9979035639413,0.68,0.95625,0.544580696202532,0.704595185995624,0.975757575757576,0.559774212715389,0.849005910800645,0.98503740648379,0.821833424054078
svm_model_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.65       0.7        0.6        0.61111111 0.55555556],0.4375,0.46875,0.7,0.87378640776699,0.9375,0.864583333333333,0.4375,0.583333333333333,0.466666666666667,0.484848484848485,0.666666666666667,0.508333333333333,0.714285714285714,0.833333333333333,0.712121212121212
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.8125     0.79166667 0.73611111 0.8125     0.8125    ],0.6125,0.6375,0.829166666666667,0.965893587994543,0.983333333333333,0.965277777777778,0.620408163265306,0.584615384615385,0.615034965034965,0.595348837209302,0.556521739130435,0.634260869565217,0.828164291701592,0.816528925619835,0.829272866171262
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdn,40,0,40,6, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.89583333 0.94366197 0.90140845 0.92957746 0.9084507 ],0.506329113924051,0.493670886075949,0.798482293423271,0.997191011235955,0.997191011235955,0.997191011235955,0.475336322869955,0.445378151260504,0.506587380714998,0.44954128440367,0.398373983739837,0.497432605905007,0.792714657415438,0.764214046822743,0.798773690078038
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.8125     0.83333333 0.79861111 0.73611111 0.69444444],0.575,0.733333333333333,0.844166666666667,0.971428571428571,0.991666666666667,0.970833333333333,0.588709677419355,0.640350877192982,0.578111946532999,0.762962962962963,0.786259541984733,0.727992156313467,0.850758180367119,0.88099173553719,0.84385721230641
svm_model_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.85       0.65       0.72222222 0.66666667 0.66666667],0.483870967741936,0.612903225806452,0.794871794871795,0.957446808510638,0.957446808510638,0.957446808510638,0.529411764705882,0.642857142857143,0.497899159663866,0.647058823529412,0.647058823529412,0.609243697478992,0.802469135802469,0.833333333333333,0.794871794871795
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.90972222 0.95833333 0.90972222 0.93055556 0.90972222],0.4875,0.55,0.8025,0.991666666666667,0.991666666666667,0.991666666666667,0.588628762541806,0.692913385826772,0.474775276984182,0.627586206896552,0.722222222222222,0.54093567251462,0.818945760122231,0.874388254486134,0.80090792622092
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.94444444 0.90277778 0.90277778 0.95070423 0.96478873],0.533613445378151,0.478991596638655,0.801174496644295,0.997214484679666,1,0.997206703910614,0.568093385214008,0.61864406779661,0.534322033898305,0.491803278688525,0.512820512820513,0.479550752278025,0.80557834290402,0.827993254637437,0.801308814297015
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.95833333 0.92361111 0.89583333 0.93055556 0.92361111],0.5,0.5125,0.800833333333333,0.997222222222222,0.997222222222222,0.997222222222222,0.5,0.508474576271186,0.500138927479856,0.533864541832669,0.51937984496124,0.511942174732872,0.802642444260941,0.800658978583196,0.800835391483841
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26,6, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.90140845 0.94366197 0.93661972 0.88732394],0.478813559322034,0.538135593220339,0.792724196277496,0.981664315937941,0.980281690140845,0.98169014084507,0.489626556016597,0.483606557377049,0.478645383951683,0.565737051792829,0.559055118110236,0.536408293000072,0.796003330557868,0.791390728476821,0.792754187767822
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.96478873 0.96478873 0.97183099 0.96478873 0.95      ],0.427966101694915,0.504237288135593,0.785593220338983,0.998585572842999,0.997175141242938,0.998587570621469,0.377880184331797,0.366071428571429,0.424971198156682,0.406091370558376,0.350877192982456,0.499209088294507,0.774308652988403,0.748275862068966,0.784971264367816
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.91666667 0.92361111 0.90972222 0.92253521 0.95774648],0.46218487394958,0.491596638655462,0.789429530201342,0.997198879551821,0.994413407821229,0.997206703910614,0.496062992125984,0.484615384615385,0.459900284900285,0.497925311203319,0.55045871559633,0.496159590356305,0.792390405293631,0.802345058626466,0.78940782343088
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdne,26,0,26,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.95833333 0.9375     0.95070423 0.93661972],0.504201680672269,0.5,0.789429530201342,0.980392156862745,0.977653631284916,0.980446927374302,0.458715596330275,0.427350427350427,0.502931412022321,0.49789029535865,0.450381679389313,0.505564671470357,0.785286569717708,0.757425742574257,0.789975669921941
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26,6, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.91549296 0.95774648 0.95070423 0.95070423 0.93571429],0.546610169491525,0.567796610169492,0.813559322033898,0.984308131241084,0.974576271186441,0.984463276836158,0.44559585492228,0.383928571428571,0.538738479262673,0.504854368932039,0.448275862068966,0.565804597701149,0.8,0.756013745704467,0.812789481547886
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.53448276 0.55357143 0.35714286 0.46428571],0.458333333333333,0.520833333333333,0.871052631578947,1,1,1,0.535714285714286,0.652173913043478,0.466086956521739,0.596491228070175,0.68,0.513913043478261,0.876574307304786,0.91578947368421,0.871052631578947
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.94444444 0.93661972 0.98591549 0.96478873 0.97183099],0.556962025316456,0.561181434599156,0.820404721753794,0.994366197183099,0.991573033707865,0.99438202247191,0.600760456273764,0.647540983606557,0.554205274411974,0.59375,0.660869565217391,0.564041339985745,0.826688364524003,0.856661045531197,0.820404721753794
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.94444444 0.97222222 0.93055556 0.95070423 0.95774648],0.546218487394958,0.5,0.809563758389262,1,1,1,0.590909090909091,0.65,0.545338983050848,0.49789029535865,0.487603305785124,0.500211909302818,0.813475760065735,0.826377295492487,0.809478698336463
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16, zones, lab, svdne,720,240,240,0.6,0.2,0.2, [0.91666667 0.95833333 0.97222222 0.9375     0.95833333],0.491666666666667,0.520833333333333,0.801666666666667,0.998609179415855,0.997222222222222,0.998611111111111,0.445454545454546,0.422413793103448,0.489432703003337,0.479638009049774,0.424,0.525043478260869,0.794827586206897,0.767054908485857,0.801724449234581
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.6        0.44444444 0.44444444 0.61111111],0.387096774193548,0.516129032258065,0.782051282051282,1,1,1,0.424242424242424,0.4375,0.385416666666667,0.444444444444444,0.6,0.538095238095238,0.779220779220779,0.821917808219178,0.784452880013203
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.8125     0.73611111 0.79861111 0.81944444 0.76760563],0.652719665271967,0.598326359832636,0.769230769230769,0.874514877102199,0.94150417827298,0.864902506963788,0.621004566210046,0.552845528455285,0.655733109055228,0.563636363636364,0.525423728813559,0.597422608208433,0.772277227722772,0.78,0.769194630872483
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5        0.46428571 0.51785714 0.66071429],0.541666666666667,0.520833333333333,0.881578947368421,1,1,1,0.521739130434783,0.521739130434783,0.540869565217391,0.530612244897959,0.52,0.520869565217391,0.881266490765171,0.878947368421053,0.881578947368421
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.9375     0.96527778 0.87323944 0.92253521 0.95070423],0.588235294117647,0.516806722689076,0.819327731092437,0.997198879551821,0.997198879551821,0.997198879551821,0.647482014388489,0.671641791044776,0.576205510907003,0.549019607843137,0.630630630630631,0.52397673263815,0.827586206896552,0.857142857142857,0.818877551020408
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.6        0.61111111 0.55555556 0.5       ],0.483870967741936,0.419354838709678,0.769230769230769,0.978723404255319,0.978723404255319,0.978723404255319,0.5,0.615384615384615,0.502136752136752,0.357142857142857,0.5,0.440476190476191,0.766233766233766,0.842857142857143,0.776079734219269
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.6        0.72222222 0.72222222 0.5       ],0.580645161290323,0.516129032258065,0.82051282051282,1,1,1,0.648648648648649,0.8,0.5875,0.594594594594595,0.785714285714286,0.539915966386555,0.833333333333333,0.921052631578947,0.823026315789474
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,708,236,236,0.6,0.2,0.2, [0.85915493 0.83802817 0.86619718 0.90140845 0.90714286],0.627118644067797,0.635593220338983,0.842372881355932,0.983240223463687,0.994350282485876,0.983050847457627,0.6,0.578947368421053,0.625539257981018,0.594339622641509,0.5625,0.632056451612903,0.837979094076655,0.829310344827586,0.842155172413793
svm_model_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.55172414 0.46428571 0.42857143 0.53571429],0.520833333333333,0.5,0.502631578947368,0.598870056497175,0.746478873239437,0.5,0.566037735849057,0.6,0.517391304347826,0.478260869565217,0.478260869565217,0.499130434782609,0.582781456953642,0.694736842105263,0.502631578947368
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4,8, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.91145833 0.89583333 0.90526316 0.86315789],0.625786163522013,0.610062893081761,0.818467336683417,0.952868852459016,0.972803347280335,0.951882845188284,0.67574931880109,0.751515151515152,0.620855614973262,0.621951219512195,0.713286713286713,0.6195004995005,0.827049670855775,0.879134860050891,0.819220035484502
svm_model_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.45       0.45       0.72222222 0.55555556],0.5,0.53125,0.70625,0.833333333333333,0.833333333333333,0.833333333333333,0.555555555555556,0.833333333333333,0.566666666666667,0.615384615384615,0.666666666666667,0.511904761904762,0.725146198830409,0.794871794871795,0.708411507191995
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.65       0.5        0.3        0.44444444 0.5       ],0.59375,0.40625,0.8,1,1,1,0.518518518518519,0.466666666666667,0.586274509803922,0.512820512820513,0.625,0.40625,0.802469135802469,0.822784810126582,0.80028129395218
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.75       0.61111111 0.61111111 0.66666667],0.516129032258065,0.354838709677419,0.775641025641026,1,1,1,0.615384615384615,0.705882352941176,0.495798319327731,0.333333333333333,0.5,0.392857142857143,0.785276073619632,0.864864864864865,0.779993408042188
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.65517241 0.55172414 0.625      0.625      0.58928571],0.645833333333333,0.416666666666667,0.881578947368421,1,1,1,0.73015873015873,0.793103448275862,0.607078039927405,0.416666666666667,0.526315789473684,0.43557168784029,0.886075949367089,0.921052631578947,0.881578947368421
ensemble_model_N8_B0_E8_nb_zones_8_lab_svd,8,0,8,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.97894737 0.95789474 0.96315789 0.96315789 0.97368421],0.493670886075949,0.528481012658228,0.804677623261694,1,1,1,0.655172413793103,0.987012987012987,0.505852172518839,0.682302771855011,0.98159509202454,0.513673363005734,0.835900159320234,0.993686868686869,0.804438371052295
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.45       0.45       0.38888889 0.66666667],0.46875,0.34375,0.7625,1,1,1,0.514285714285714,0.6,0.476470588235294,0.363636363636364,0.4,0.347058823529412,0.768292682926829,0.807692307692308,0.763602251407129
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.46551724 0.57142857 0.48214286 0.51785714],0.583333333333333,0.4375,0.876315789473684,1,1,1,0.62962962962963,0.586206896551724,0.582577132486388,0.307692307692308,0.31578947368421,0.416515426497278,0.875331564986737,0.868421052631579,0.876315789473684
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.9375     0.96875    0.95833333 0.94791667 0.93684211],0.542319749216301,0.504702194357367,0.80952380952381,1,1,1,0.675555555555555,0.926829268292683,0.531156569630212,0.637614678899083,0.86875,0.503557389937107,0.835140997830803,0.958904109589041,0.808581941301456
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32,12, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.51724138 0.5862069  0.56896552 0.56896552 0.51785714],0.434782608695652,0.58695652173913,0.881578947368421,1,1,1,0.380952380952381,0.615384615384615,0.489510489510489,0.707692307692308,0.696969696969697,0.502331002331002,0.886075949367089,0.921052631578947,0.881578947368421
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svd,8,0,8,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.94736842 0.95789474 0.92631579 0.93157895 0.96842105],0.496835443037975,0.496835443037975,0.798356510745891,0.998946259220232,0.997894736842105,0.998947368421053,0.66384778012685,0.993670886075949,0.496835443037975,0.66384778012685,0.969135802469136,0.484567901234568,0.831662269129287,0.991194968553459,0.797376391519423
svm_model_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.8        0.77777778 0.66666667 0.55555556],0.612903225806452,0.741935483870968,0.801282051282051,0.884210526315789,0.893617021276596,0.882978723404255,0.625,0.714285714285714,0.621848739495798,0.80952380952381,0.772727272727273,0.71969696969697,0.816568047337278,0.831325301204819,0.799224294438026
svm_model_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.75       0.44444444 0.72222222 0.61111111],0.645161290322581,0.483870967741936,0.782051282051282,0.927835051546392,0.957446808510638,0.925531914893617,0.702702702702703,0.65,0.643181818181818,0.466666666666667,0.411764705882353,0.491596638655462,0.792682926829268,0.773809523809524,0.782738095238095
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svd,4,0,4, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.96354167 0.984375   0.96842105 0.96315789 0.96315789],0.474842767295598,0.471698113207547,0.789308176100629,1,1,1,0.605200945626478,0.771084337349398,0.461200063411541,0.582089552238806,0.801369863013699,0.496615164064989,0.811691961776279,0.915082382762991,0.790250304989486
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.96354167 0.95263158 0.94210526 0.97368421 0.95789474],0.608832807570978,0.589905362776025,0.83984867591425,1,1,1,0.69,0.841463414634146,0.600470269408576,0.67005076142132,0.862745098039216,0.599055475848876,0.854524627720504,0.940731399747793,0.83984867591425
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95789474 0.95263158 0.97894737 0.95263158 0.95789474],0.503164556962025,0.493670886075949,0.798988621997472,0.998948475289169,1,0.998947368421053,0.647191011235955,0.929032258064516,0.511099979963935,0.62962962962963,0.871794871794872,0.498397435897436,0.826039387308534,0.960559796437659,0.800003516309281
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.94736842 0.96315789 0.95263158 0.93684211 0.94736842],0.462025316455696,0.522151898734177,0.79456384323641,0.995789473684211,0.995789473684211,0.995789473684211,0.591346153846154,0.793548387096774,0.468202764976959,0.643026004728132,0.84472049689441,0.515908635543979,0.818334264952487,0.925410872313527,0.794563843236409
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8943662  0.9084507  0.88732394 0.83802817 0.92957746],0.576271186440678,0.669491525423729,0.846023688663283,0.994366197183099,0.994366197183099,0.994366197183099,0.59349593495935,0.61864406779661,0.576271186440678,0.713235294117647,0.763779527559055,0.661706277540995,0.851791530944625,0.871666666666667,0.845627147766323
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.9375     0.96527778 0.9375     0.91549296],0.594142259414226,0.527196652719665,0.822742474916388,0.997222222222222,1,0.997214484679665,0.671186440677966,0.798387096774194,0.586150070126227,0.597864768683274,0.743362831858407,0.53834808259587,0.83641975308642,0.909395973154362,0.823031319910514
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.953125   0.94270833 0.97395833 0.9375     0.96354167],0.540625,0.546875,0.815625,0.996865203761756,0.99375,0.996875,0.60377358490566,0.678787878787879,0.536168132942326,0.604904632152589,0.68944099378882,0.54597835852963,0.825958702064897,0.86848635235732,0.815225543936846
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.96354167 0.94270833 0.96842105 0.95263158 0.96315789],0.553459119496855,0.49685534591195,0.809433962264151,0.998952879581152,1,0.99895178197065,0.677272727272727,0.961290322580645,0.563467247179893,0.63963963963964,0.881987577639752,0.491949202832615,0.835236541598695,0.968474148802017,0.809833059344547
svm_model_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.7        0.55555556 0.66666667 0.61111111],0.580645161290323,0.419354838709678,0.801282051282051,1,1,1,0.628571428571429,0.785714285714286,0.598739495798319,0.4375,0.636363636363636,0.468181818181818,0.807453416149068,0.902777777777778,0.808531746031746
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.65       0.61111111 0.44444444 0.5       ],0.548387096774194,0.516129032258065,0.801282051282051,0.978260869565217,0.957446808510638,0.978723404255319,0.631578947368421,0.6,0.527272727272727,0.545454545454545,0.6,0.51875,0.809815950920246,0.804878048780488,0.801087673038892
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.94736842 0.94736842 0.94736842 0.93684211],0.520504731861199,0.55205047318612,0.810844892812106,0.993670886075949,0.989495798319328,0.993697478991597,0.584699453551913,0.677215189873418,0.520997532043627,0.622340425531915,0.735849056603773,0.551468832099355,0.822485207100592,0.876418663303909,0.810844892812106
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.95833333 0.94444444 0.93661972 0.94366197 0.9084507 ],0.550420168067227,0.546218487394958,0.817647058823529,0.997206703910614,1,0.997198879551821,0.433862433862434,0.386792452830189,0.534305317324185,0.490566037735849,0.456140350877193,0.542586304470855,0.805729632945389,0.779896013864818,0.816538545268461
svm_model_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.34482759 0.44642857 0.53571429 0.46428571],0.416666666666667,0.5625,0.510526315789474,0.578461538461538,0.661971830985916,0.517605633802817,0.481481481481482,0.52,0.412173913043478,0.588235294117647,0.652173913043478,0.566086956521739,0.567441860465116,0.642105263157895,0.510526315789474
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.5        0.55       0.61111111 0.83333333],0.4375,0.4375,0.76875,0.989473684210526,0.979166666666667,0.989583333333333,0.470588235294118,0.615384615384615,0.465587044534413,0.470588235294118,0.615384615384615,0.465587044534413,0.773006134969325,0.851351351351351,0.774512884978001
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.35       0.61111111 0.61111111 0.5       ],0.516129032258065,0.580645161290323,0.82051282051282,1,1,1,0.594594594594595,0.6875,0.510416666666667,0.648648648648649,0.631578947368421,0.56578947368421,0.833333333333333,0.853658536585366,0.818721160184575
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.95833333 0.93684211 0.95263158 0.95263158 0.94210526],0.545741324921136,0.49211356466877,0.805800756620429,0.99685204616999,0.997899159663866,0.996848739495798,0.62303664921466,0.691860465116279,0.532137129109864,0.570666666666667,0.708609271523179,0.501894997207373,0.819883040935672,0.877346683354193,0.805255298475063
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.94444444 0.9375     0.8943662  0.95070423 0.95070423],0.554621848739496,0.495798319327731,0.80672268907563,0.994397759103642,0.994397759103642,0.994397759103642,0.558333333333333,0.536,0.555610619469027,0.538461538461538,0.53030303030303,0.491566609491138,0.810543657331137,0.801302931596091,0.806901465798046
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95138889 0.94444444 0.97222222 0.94444444 0.94366197],0.543933054393305,0.523012552301255,0.811872909698997,0.997214484679666,0.997214484679666,0.997214484679666,0.524017467248908,0.476190476190476,0.547829751369574,0.504347826086956,0.487394957983193,0.522864145658263,0.808836023789295,0.788079470198676,0.812114059423662
ensemble_model_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26,6, lab, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.97916667 0.94366197 0.92957746 0.93661972 0.97183099],0.459915611814346,0.506329113924051,0.792580101180438,0.9985935302391,0.997191011235955,0.998595505617978,0.346938775510204,0.303571428571429,0.451785714285714,0.450704225352113,0.41025641025641,0.505128205128205,0.780357142857143,0.747008547008547,0.791973491474324
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.93229167 0.97916667 0.97395833 0.9375     0.95263158],0.648902821316614,0.542319749216301,0.835213032581454,0.994786235662148,0.995824634655532,0.994780793319416,0.703703703703704,0.773255813953488,0.638328587248853,0.587570621468927,0.679738562091503,0.547700606346957,0.844470727380248,0.888059701492537,0.834812679029097
svm_model_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.64285714 0.60714286 0.64285714 0.67857143],0.446808510638298,0.48936170212766,0.665254237288136,0.794326241134752,0.788732394366197,0.795774647887324,0.458333333333333,0.5,0.45,0.478260869565217,0.458333333333333,0.490036231884058,0.663829787234043,0.666666666666667,0.665266106442577
svm_model_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.90972222 0.875      0.87323944 0.9084507  0.88028169],0.533613445378151,0.546218487394958,0.768067226890756,0.91324200913242,0.840336134453782,0.920168067226891,0.593406593406593,0.723214285714286,0.544146825396825,0.63013698630137,0.724409448818898,0.53337589558062,0.774140752864157,0.793624161073825,0.768024201749034
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.4        0.5        0.55555556 0.61111111 0.55555556],0.451612903225806,0.548387096774194,0.801282051282051,1,1,1,0.451612903225806,0.35,0.493181818181818,0.5,0.5,0.544117647058823,0.797385620915033,0.753086419753086,0.80320987654321
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.46551724 0.39655172 0.625      0.58928571],0.617021276595745,0.319148936170213,0.868421052631579,1,1,1,0.571428571428571,0.6,0.614814814814815,0.333333333333333,0.296296296296296,0.323148148148148,0.867021276595745,0.857894736842105,0.868421052631579
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.97916667 0.90972222 0.93661972 0.94366197 0.90140845],0.53781512605042,0.546218487394958,0.815126050420168,0.997191011235955,0.994397759103642,0.997198879551821,0.552845528455285,0.607142857142857,0.541666666666667,0.578125,0.643478260869565,0.549381406857547,0.818780889621087,0.851027397260274,0.815777725032777
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.80555556 0.84027778 0.86805556 0.8125     0.83802817],0.656903765690377,0.635983263598326,0.789297658862876,0.89064558629776,0.94150417827298,0.884401114206128,0.658333333333333,0.68695652173913,0.657994389901823,0.669201520912548,0.6875,0.632038288288288,0.800316957210777,0.838870431893688,0.788963835475463
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.83854167 0.89473684 0.89473684 0.83157895 0.88421053],0.65615141955836,0.646687697160883,0.833543505674653,0.955532574974147,0.970588235294117,0.954831932773109,0.704607046070461,0.855263157894737,0.663995215311005,0.711340206185567,0.857142857142857,0.643315018315018,0.846867749419954,0.925221799746514,0.83400362258342
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.97222222 0.92957746 0.93661972 0.93661972],0.571428571428571,0.529411764705882,0.81344537815126,0.988795518207283,0.988795518207283,0.988795518207283,0.544642857142857,0.525862068965517,0.570308083663087,0.504424778761062,0.467213114754098,0.531020350480497,0.809278350515464,0.791596638655462,0.81344537815126
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdne,32,0,32,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95833333 0.94444444 0.97222222 0.95070423 0.90140845],0.516806722689076,0.529411764705882,0.797818791946309,0.98050139275766,0.983240223463687,0.980446927374302,0.460093896713615,0.408333333333333,0.517725988700565,0.450980392156863,0.474226804123711,0.520801345324267,0.787665198237885,0.777391304347826,0.797123528997252
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.93055556 0.94444444 0.96527778 0.95138889 0.95070423],0.560669456066946,0.472803347280335,0.805183946488294,0.997222222222222,1,0.997214484679665,0.524886877828054,0.487394957983193,0.560364145658263,0.452173913043478,0.4,0.479816513761468,0.801024765157985,0.771381578947368,0.805758816684569
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95138889 0.96527778 0.94444444 0.96478873 0.97887324],0.483193277310924,0.441176470588235,0.784395973154362,0.998601398601399,0.997206703910614,0.998603351955307,0.375634517766497,0.30327868852459,0.487846240814019,0.3248730964467,0.278260869565217,0.435878402262283,0.768259693417493,0.715966386554622,0.784281350731247
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdne,26,0,26,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.92361111 0.95138889 0.9375     0.90972222 0.95833333],0.554166666666667,0.5,0.809166666666667,0.997229916897507,1,0.997222222222222,0.54468085106383,0.524590163934426,0.554667963323145,0.454545454545455,0.420168067226891,0.499340231960553,0.805437553101104,0.788685524126456,0.809200858891275
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.94444444 0.90277778 0.97916667 0.90972222 0.9375    ],0.554166666666667,0.491666666666667,0.8075,0.997222222222222,0.997222222222222,0.997222222222222,0.488038277511962,0.418032786885246,0.556474020561267,0.413461538461538,0.364406779661017,0.489580439010836,0.796833773087071,0.755,0.8075
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.65       0.55       0.72222222 0.38888889],0.4375,0.5625,0.775,0.958333333333333,0.958333333333333,0.958333333333334,0.5,0.642857142857143,0.46031746031746,0.631578947368421,0.705882352941176,0.552941176470588,0.788235294117647,0.848101265822785,0.775902484763244
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.93055556 0.93661972 0.94366197 0.96478873],0.588235294117647,0.53781512605042,0.809243697478992,0.973574408901252,0.980392156862745,0.973389355742297,0.611111111111111,0.68141592920354,0.59270796460177,0.533898305084746,0.488372093023256,0.542351184126307,0.811930405965203,0.818030050083472,0.809184229779469
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58, zones, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.45       0.55555556 0.55555556 0.44444444 0.33333333],0.633333333333333,0.3,0.789473684210526,1,1,1,0.620689655172414,0.6,0.633333333333333,0.363636363636364,0.461538461538462,0.319004524886878,0.792207792207792,0.824324324324324,0.79036729036729
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.8943662  0.95070423 0.92253521 0.92253521 0.93571429],0.516949152542373,0.533898305084746,0.809322033898305,0.998585572842999,0.997175141242938,0.998587570621469,0.568181818181818,0.646551724137931,0.519109195402299,0.5703125,0.61344537815126,0.533218415571357,0.816625916870416,0.850594227504245,0.809391868405252
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.84027778 0.8125     0.8125     0.75694444 0.86805556],0.570833333333333,0.620833333333333,0.823333333333333,0.975409836065574,0.991666666666667,0.975,0.520930232558139,0.495575221238938,0.566685248414744,0.612765957446808,0.558139534883721,0.625916614288707,0.820642978003384,0.805647840531561,0.82339248213869
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.80555556 0.91666667 0.85915493 0.85211268 0.8028169 ],0.605042016806723,0.651260504201681,0.841176470588235,0.983333333333333,0.991596638655462,0.983193277310924,0.673611111111111,0.763779527559055,0.593601475491239,0.689138576779026,0.786324786324786,0.65349297167479,0.851764705882353,0.903494176372712,0.840541655249174
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16,8, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.96354167 0.95833333 0.94791667 0.984375   0.953125  ],0.48125,0.496875,0.795,0.998959417273673,1,0.998958333333333,0.649789029535865,0.987179487179487,0.493589743589744,0.663883089770355,0.987577639751553,0.493788819875776,0.828631138975967,0.994981179422835,0.795747127693983
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.5        0.60714286 0.60714286 0.42857143],0.574468085106383,0.617021276595745,0.838983050847458,1,1,1,0.62962962962963,0.607142857142857,0.566729323308271,0.608695652173913,0.736842105263158,0.636278195488722,0.84297520661157,0.864406779661017,0.838983050847458
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,714,238,238,0.6,0.2,0.2, [0.93055556 0.94444444 0.92957746 0.95774648 0.92957746],0.478991596638655,0.546218487394958,0.801680672268908,0.994428969359331,1,0.994397759103642,0.436363636363636,0.424778761061947,0.476389380530974,0.513513513513513,0.467213114754098,0.548261729790842,0.796551724137931,0.780405405405405,0.801573940160897
svm_model_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.5        0.77777778 0.77777778 0.66666667],0.483870967741936,0.645161290322581,0.826923076923077,1,1,1,0.619047619047619,0.928571428571429,0.523109243697479,0.744186046511628,1,0.633333333333333,0.849162011173184,0.987012987012987,0.828949531481177
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.85       0.65       0.85       0.77777778 0.61111111],0.5,0.65625,0.83125,1,1,1,0.466666666666667,0.5,0.5,0.666666666666667,0.846153846153846,0.686234817813765,0.830188679245283,0.88,0.834117647058823
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.68965517 0.63793103 0.60344828 0.625      0.57142857],0.468085106382979,0.446808510638298,0.86578947368421,1,1,1,0.528301886792453,0.583333333333333,0.465579710144928,0.5,0.565217391304348,0.449275362318841,0.869565217391304,0.894736842105263,0.86578947368421
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.92361111 0.90277778 0.93055556 0.97222222 0.93055556],0.491666666666667,0.5375,0.805,0.998609179415855,0.997222222222222,0.998611111111111,0.548148148148148,0.632478632478632,0.495101104857202,0.590405904059041,0.64,0.53304347826087,0.814285714285714,0.852159468438538,0.804842276025289
svm_model_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.63333333 0.63333333 0.67857143 0.46428571 0.78571429],0.541666666666667,0.416666666666667,0.75,0.929577464788732,0.916666666666667,0.930555555555555,0.576923076923077,0.555555555555556,0.53968253968254,0.333333333333333,0.368421052631579,0.408348457350272,0.745762711864407,0.745762711864407,0.749930536260072
svm_model_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58,4, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.55       0.55555556 0.55555556 0.38888889 0.61111111],0.5,0.433333333333333,0.638157894736842,0.693333333333333,0.565217391304348,0.75,0.482758620689655,0.5,0.5,0.413793103448276,0.428571428571429,0.433035714285714,0.586466165413534,0.527027027027027,0.635308385308385
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.95833333 0.94270833 0.97368421 0.96315789],0.515723270440252,0.5,0.797110552763819,0.989473684210526,0.98326359832636,0.989539748953975,0.680497925311203,1,0.5,0.666666666666667,1,0.5,0.830801466736511,0.990012484394507,0.795891197949466
svm_model_N16_B0_E16_nb_zones_8_lab_svd,16,0,16,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96875    0.97395833 0.96875    0.94791667 0.98421053],0.482758620689655,0.492163009404389,0.795112781954887,1,1,1,0.651162790697674,1,0.5,0.659663865546218,1,0.5,0.828526481384373,1,0.797146401985112
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.97916667 0.96875    0.953125   0.94270833 0.95833333],0.465625,0.521875,0.796875,0.99895724713243,0.997916666666667,0.998958333333333,0.610478359908884,0.887417218543046,0.488087307496375,0.668112798264642,0.916666666666667,0.50109649122807,0.825174825174825,0.959949937421777,0.797078589185296
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,948,316,316,0.6,0.2,0.2, [0.87368421 0.84210526 0.9        0.9        0.86702128],0.598101265822785,0.579113924050633,0.817721518987342,0.970833333333333,0.983122362869198,0.970464135021097,0.62089552238806,0.634146341463415,0.596678433889602,0.6189111747851,0.687898089171974,0.579798101189761,0.824817518248175,0.852830188679245,0.817497896887393
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svd,16,0,16,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.94270833 0.94791667 0.96354167 0.9375     0.94270833],0.46875,0.5,0.784375,0.984260230849948,0.977083333333333,0.984375,0.638297872340426,1,0.5,0.666666666666667,1,0.5,0.818707304256437,0.986075949367089,0.786865135177371
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95789474 0.94210526 0.96842105 0.95263158 0.94736842],0.509493670886076,0.462025316455696,0.79456384323641,1,1,1,0.675052410901468,1,0.5,0.632034632034632,1,0.5,0.827951296982531,1,0.796875
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52, zones, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.75       0.57142857 0.60714286 0.75       0.75      ],0.543478260869565,0.565217391304348,0.823275862068966,1,1,1,0.571428571428571,0.666666666666667,0.553333333333333,0.615384615384615,0.592592592592593,0.559454191033138,0.829875518672199,0.847457627118644,0.822851620576866
svm_model_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.7        0.65       0.55555556 0.61111111],0.53125,0.28125,0.7625,1,1,1,0.482758620689655,0.4375,0.53125,0.303030303030303,0.277777777777778,0.281746031746032,0.759493670886076,0.731707317073171,0.763289555972483
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.45       0.7        0.72222222 0.61111111],0.40625,0.65625,0.80625,0.989473684210526,0.979166666666667,0.989583333333333,0.486486486486486,0.5625,0.40625,0.731707317073171,0.833333333333333,0.630952380952381,0.820809248554913,0.865853658536585,0.804721701063164
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.88020833 0.88947368 0.9        0.88947368 0.87894737],0.501577287066246,0.49211356466877,0.790037831021437,0.985263157894737,0.983193277310924,0.985294117647059,0.623809523809524,0.829113924050633,0.502607276490725,0.622950819672131,0.841772151898734,0.493213119974524,0.814691151919866,0.924242424242424,0.790206854438592
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.7        0.6        0.64285714 0.67857143 0.67857143],0.479166666666667,0.5625,0.804166666666667,0.993103448275862,1,0.993055555555556,0.489795918367347,0.444444444444444,0.484126984126984,0.618181818181818,0.607142857142857,0.553571428571429,0.811244979919679,0.795275590551181,0.80471744129329
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.75       0.7        0.72222222 0.72222222],0.5,0.46875,0.78125,0.979166666666667,0.979166666666667,0.979166666666666,0.428571428571429,0.545454545454545,0.510822510822511,0.514285714285714,0.5,0.464285714285714,0.779874213836478,0.805194805194805,0.782115474886559
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svd,8,0,8, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.9375     0.95833333 0.96842105 0.96842105 0.96842105],0.490566037735849,0.531446540880503,0.80440251572327,1,1,1,0.592964824120603,0.791946308724832,0.508399189865375,0.657471264367816,0.798882681564246,0.492966520638238,0.825965304980414,0.916770186335404,0.802971080428848
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.43103448 0.46551724 0.46428571 0.67857143 0.55357143],0.583333333333333,0.583333333333333,0.894736842105263,1,1,1,0.565217391304348,0.65,0.592857142857143,0.655172413793104,0.678571428571429,0.564285714285714,0.896907216494845,0.91578947368421,0.894736842105263
svm_model_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.67857143 0.60714286 0.39285714 0.32142857],0.531914893617021,0.574468085106383,0.707627118644068,0.805755395683453,0.788732394366197,0.809859154929577,0.541666666666667,0.541666666666667,0.531702898550725,0.6,0.555555555555556,0.577777777777778,0.708860759493671,0.688524590163934,0.708297382801265
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96354167 0.97395833 0.921875   0.96354167 0.94210526],0.501567398119122,0.570532915360501,0.81390977443609,0.998955067920585,0.997912317327766,0.998956158663883,0.566757493188011,0.675324675324675,0.507359307359307,0.628726287262873,0.703030303030303,0.565800865800866,0.824571766095688,0.87468671679198,0.81390977443609
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.5        0.44444444 0.22222222 0.55555556],0.67741935483871,0.419354838709678,0.82051282051282,1,1,1,0.642857142857143,0.6,0.675,0.4,0.333333333333333,0.435897435897436,0.815789473684211,0.775,0.821710526315789
svm_model_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.47916667 0.453125   0.47368421 0.47368421 0.45263158],0.537735849056604,0.49685534591195,0.508176100628931,0.409937888198758,0.345911949685535,0.5020964360587,0.316279069767442,0.232876712328767,0.514694170117872,0.298245614035088,0.201183431952663,0.516699098526667,0.373397435897436,0.294191919191919,0.507371648819017
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.97395833 0.95833333 0.953125   0.96354167 0.95263158],0.489028213166144,0.479623824451411,0.793233082706767,0.998955067920585,0.997912317327766,0.998956158663883,0.545961002785515,0.608695652173913,0.487892129884425,0.551351351351351,0.653846153846154,0.483364794714488,0.804270462633452,0.851758793969849,0.793379396984924
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.65       0.5        0.66666667],0.625,0.4375,0.8,0.979166666666667,0.979166666666667,0.979166666666666,0.571428571428571,0.571428571428571,0.619047619047619,0.470588235294118,0.444444444444444,0.436507936507936,0.79746835443038,0.7875,0.8
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.94444444 0.95138889 0.9375     0.90972222 0.96527778],0.633333333333333,0.6125,0.848333333333333,0.998609179415855,0.997222222222222,0.998611111111111,0.580952380952381,0.592233009708738,0.628233293175537,0.620408163265306,0.571428571428571,0.617489986648865,0.844974446337308,0.832214765100671,0.848226587848349
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdn,4,0,4,8, low_bits_4_shifted_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.55729167 0.51052632 0.50526316 0.51578947 0.54210526],0.517350157728707,0.482649842271293,0.528373266078184,0.511891279728199,0.474789915966386,0.547268907563025,0.422641509433962,0.368421052631579,0.511483253588517,0.426573426573427,0.352601156069364,0.495745022479126,0.478382147838215,0.428214731585518,0.529393989996581
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.93229167 0.96842105 0.93157895 0.97894737 0.95263158],0.495268138801262,0.520504731861199,0.800756620428752,0.995798319327731,0.995798319327731,0.995798319327731,0.601990049751244,0.82312925170068,0.517446978791517,0.646511627906977,0.808139534883721,0.493724939855654,0.822869955156951,0.923270440251572,0.800446850972815
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.94791667 0.953125   0.94791667 0.984375   0.9375    ],0.540625,0.54375,0.815,0.99687825182102,0.997916666666667,0.996875,0.588235294117647,0.67741935483871,0.544770283479961,0.619791666666667,0.721212121212121,0.53802541544477,0.826086956521739,0.87875,0.815
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.5        0.60714286 0.64285714 0.60714286],0.553191489361702,0.553191489361702,0.805084745762712,0.971014492753623,0.943661971830986,0.971830985915493,0.571428571428571,0.636363636363636,0.558181818181818,0.631578947368421,0.782608695652174,0.557971014492754,0.811475409836066,0.853448275862069,0.805890804597701
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.6        0.5        0.55       0.55555556 0.66666667],0.4375,0.5625,0.8,1,1,1,0.5,0.529411764705882,0.431372549019608,0.611111111111111,0.6875,0.5625,0.809523809523809,0.839506172839506,0.799499921862791
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.51041667 0.44270833 0.44270833 0.48958333 0.50526316],0.554858934169279,0.473354231974922,0.527568922305764,0.555110220440882,0.578288100208768,0.536534446764092,0.596590909090909,0.62874251497006,0.551213362748188,0.522727272727273,0.582278481012658,0.474369054170925,0.556991774383079,0.58955223880597,0.527099351726217
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.55789474 0.50526316 0.54736842 0.51578947],0.443037974683544,0.5,0.509481668773704,0.603942652329749,0.709473684210526,0.534736842105263,0.541666666666667,0.679738562091503,0.450298728898512,0.586387434554974,0.727272727272727,0.505611672278339,0.587672688629118,0.707161125319693,0.511705562659847
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.90972222 0.95833333 0.9375     0.96478873 0.91549296],0.533613445378151,0.621848739495798,0.830536912751678,0.99860529986053,1,0.998603351955307,0.519480519480519,0.517241379310345,0.533210853589599,0.637096774193549,0.642276422764228,0.621138211382114,0.831103678929766,0.83249581239531,0.830533620483369
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.91666667 0.95138889 0.95138889 0.96527778 0.90972222],0.616666666666667,0.645833333333333,0.848333333333333,0.993065187239944,0.994444444444444,0.993055555555556,0.616666666666667,0.573643410852713,0.62015503875969,0.641350210970464,0.644067796610169,0.645804390108363,0.848080133555926,0.836902800658979,0.848468263735897
svm_model_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70,4, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.7        0.61111111 0.72222222 0.83333333 0.61111111],0.566666666666667,0.466666666666667,0.809210526315789,1,1,1,0.711111111111111,0.941176470588235,0.509049773755656,0.6,0.923076923076923,0.520361990950226,0.836158192090395,0.973684210526316,0.809210526315789
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.96354167 0.94270833 0.95833333 0.93229167 0.953125  ],0.525,0.54375,0.81375,1,1,1,0.618090452261306,0.778481012658228,0.528129395218003,0.629441624365482,0.784810126582278,0.54672605094546,0.829908675799087,0.913316582914573,0.814245356133903
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52,6, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.60714286 0.39285714 0.53571429 0.53571429 0.46428571],0.58695652173913,0.608695652173913,0.84051724137931,1,1,1,0.536585365853658,0.458333333333333,0.59280303030303,0.571428571428571,0.521739130434783,0.608695652173913,0.834080717488789,0.794871794871795,0.840914158305463
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.97916667 0.97916667 0.95833333 0.97222222 0.97222222],0.5625,0.566666666666667,0.824166666666667,0.997222222222222,0.997222222222222,0.997222222222222,0.594594594594595,0.631147540983607,0.56133648235621,0.566666666666667,0.566666666666667,0.566666666666667,0.826907301066448,0.837209302325581,0.82412304581162
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.55       0.55555556 0.55555556],0.625,0.4375,0.8125,1,1,1,0.727272727272727,0.695652173913043,0.570048309178744,0.4375,0.5,0.444444444444444,0.825581395348837,0.835294117647059,0.810980392156863
svm_model_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.75       0.66666667 0.77777778 0.55555556],0.32258064516129,0.451612903225806,0.756410256410256,1,1,1,0.32258064516129,0.294117647058824,0.32563025210084,0.37037037037037,0.5,0.464285714285714,0.75,0.77027027027027,0.75708635464733
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.64583333 0.625      0.671875   0.63541667 0.61052632],0.5141065830721,0.520376175548589,0.593358395989975,0.683966635773865,0.77035490605428,0.644050104384134,0.481605351170568,0.444444444444444,0.515215852795471,0.501628664495114,0.475308641975309,0.521093811433514,0.614836795252226,0.645080946450809,0.593032276504093
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.95833333 0.96527778 0.96478873 0.94366197 0.92957746],0.508403361344538,0.516806722689076,0.805042016806723,1,1,1,0.434782608695652,0.38135593220339,0.507344632768362,0.444444444444444,0.353846153846154,0.533404558404558,0.794326241134752,0.740495867768595,0.806145369781733
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26, zones, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95070423 0.97183099 0.97887324 0.95070423 0.98591549],0.474576271186441,0.51271186440678,0.797800338409475,1,1,1,0.566433566433566,0.743119266055046,0.493606877122011,0.612794612794613,0.758333333333333,0.508477011494253,0.815158546017015,0.902397260273973,0.799024717093508
svm_model_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.66666667 0.73333333 0.71428571 0.67857143 0.71428571],0.333333333333333,0.520833333333333,0.770833333333333,1,1,1,0.384615384615385,0.416666666666667,0.333333333333333,0.549019607843137,0.777777777777778,0.572222222222222,0.777327935222672,0.842105263157895,0.77422723475355
svm_model_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.57142857 0.64285714 0.64285714 0.53571429],0.404255319148936,0.574468085106383,0.576271186440678,0.648648648648649,0.676056338028169,0.633802816901408,0.333333333333333,0.333333333333333,0.397435897435897,0.523809523809524,0.5,0.57,0.568965517241379,0.578947368421053,0.576358930112166
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.54166667 0.57291667 0.5625     0.58854167 0.60526316],0.429467084639499,0.420062695924765,0.531328320802005,0.637488106565176,0.69937369519833,0.602296450939457,0.521052631578947,0.607361963190184,0.425475853389964,0.521963824289406,0.627329192546584,0.418094976020127,0.588558855885589,0.666251556662516,0.530477606830627
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.95138889 0.95138889 0.94444444 0.9375     0.9375    ],0.495833333333333,0.5125,0.8,0.997229916897507,1,0.997222222222222,0.385786802030457,0.348623853211009,0.483472231949016,0.429268292682927,0.366666666666667,0.5125,0.786476868327402,0.750424448217317,0.799107477791146
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.86111111 0.84722222 0.8943662  0.79577465 0.82394366],0.609243697478992,0.680672268907563,0.84453781512605,0.977839335180055,0.988795518207283,0.977591036414566,0.635294117647059,0.723214285714286,0.615575396825397,0.700787401574803,0.717741935483871,0.679046406338427,0.849715678310317,0.881956155143339,0.844663169698972
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97222222 0.92361111 0.97916667 0.95138889 0.92957746],0.497907949790795,0.481171548117155,0.794314381270903,0.997214484679666,0.997214484679666,0.997214484679666,0.52755905511811,0.51937984496124,0.496053558844257,0.451327433628319,0.467889908256881,0.480098800282287,0.79465776293823,0.797319932998325,0.794319398886475
ensemble_model_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.90972222 0.96527778 0.96478873 0.95774648 0.95070423],0.53781512605042,0.554621848739496,0.817647058823529,0.99859747545582,0.997198879551821,0.99859943977591,0.508928571428571,0.448818897637795,0.544229268638718,0.509259259259259,0.450819672131148,0.557306387789712,0.811795316565481,0.772277227722772,0.818501627560016
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.95833333 0.92361111 0.95138889 0.95138889 0.93055556],0.495833333333333,0.541666666666667,0.806666666666666,0.998613037447989,1,0.998611111111111,0.525490196078431,0.563025210084034,0.496388638099868,0.576923076923077,0.614754098360656,0.540427896637955,0.812297734627832,0.835274542429285,0.806618907274742
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.45       0.55555556 0.61111111],0.53125,0.53125,0.8125,1,1,1,0.594594594594595,0.6875,0.53125,0.545454545454545,0.6,0.535294117647059,0.819277108433735,0.860759493670886,0.813095796218159
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95070423 0.92253521 0.95774648 0.95774648 0.95774648],0.542372881355932,0.546610169491525,0.813874788494078,0.992947813822285,0.991549295774648,0.992957746478873,0.560975609756097,0.669902912621359,0.556755967588875,0.540772532188841,0.567567567567568,0.547783783783784,0.814814814814815,0.850615114235501,0.815193364621829
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.97222222 0.94444444 0.9084507  0.96478873],0.491596638655462,0.5,0.798657718120805,1,1,1,0.485106382978723,0.456,0.493486725663717,0.522088353413655,0.503875968992248,0.499644406514473,0.8,0.784313725490196,0.799053414469236
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdne,32,0,32,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.92361111 0.94444444 0.96478873 0.93661972],0.53781512605042,0.504201680672269,0.805369127516778,0.994397759103642,0.991620111731844,0.994413407821229,0.5703125,0.640350877192982,0.541949632144878,0.528,0.554621848739496,0.504201680672269,0.809836065573771,0.835871404399323,0.805622890219628
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.91666667 0.84722222 0.86805556 0.88888889 0.875     ],0.5875,0.6375,0.839166666666667,0.990318118948824,0.994444444444444,0.990277777777778,0.571428571428571,0.578947368421053,0.587092731829574,0.632911392405063,0.604838709677419,0.638626251390434,0.837951301427372,0.834448160535117,0.839150990566562
svm_model_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.85       0.65       0.66666667 0.72222222],0.65625,0.46875,0.80625,0.968421052631579,0.958333333333333,0.96875,0.731707317073171,0.652173913043478,0.659420289855073,0.514285714285714,0.5625,0.46875,0.818713450292398,0.804597701149425,0.806408439615808
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.33333333 0.5        0.28571429 0.46428571 0.46428571],0.51063829787234,0.531914893617021,0.800847457627119,0.985714285714286,0.971830985915493,0.985915492957746,0.549019607843137,0.538461538461538,0.507326007326007,0.56,0.7,0.553703703703704,0.804979253112033,0.829059829059829,0.801084536378654
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5  0.45 0.5  0.5  0.5 ],0.290322580645161,0.709677419354839,0.801282051282051,1,1,1,0.153846153846154,0.153846153846154,0.271367521367521,0.780487804878049,0.761904761904762,0.680952380952381,0.807453416149068,0.802469135802469,0.801234567901235
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.89583333 0.91666667 0.92361111 0.95138889 0.95774648],0.560669456066946,0.523012552301255,0.81438127090301,0.995804195804196,0.991643454038997,0.995821727019499,0.545454545454545,0.51219512195122,0.56213204373423,0.491071428571429,0.454545454545455,0.523882896764253,0.81025641025641,0.786069651741293,0.814619986073008
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.88020833 0.90104167 0.89473684 0.9        0.91052632],0.572327044025157,0.632075471698113,0.833333333333333,0.987525987525988,0.9958071278826,0.987421383647799,0.613636363636364,0.675,0.571677215189873,0.668555240793201,0.728395061728395,0.630223171889839,0.841031793641272,0.877346683354193,0.83311076266319
svm_model_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.88888889 0.875      0.92957746 0.88732394 0.86619718],0.546218487394958,0.512605042016807,0.776470588235294,0.9375,0.882352941176471,0.941176470588235,0.553719008264463,0.603603603603604,0.549833297864794,0.536,0.553719008264463,0.511902239174967,0.771477663230241,0.762308998302207,0.776329207969739
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.35714286 0.5        0.57142857 0.57142857],0.531914893617021,0.553191489361702,0.805084745762712,0.978723404255319,0.971830985915493,0.978873239436619,0.521739130434783,0.631578947368421,0.547932330827068,0.618181818181818,0.607142857142857,0.540413533834586,0.809917355371901,0.830508474576271,0.805084745762712
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.33333333 0.28571429 0.42857143 0.5        0.28571429],0.404255319148936,0.574468085106383,0.796610169491525,1,1,1,0.44,0.523809523809524,0.415750915750916,0.655172413793104,0.633333333333333,0.551960784313725,0.808,0.827868852459016,0.795513373597929
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.96527778 0.93055556 0.95070423 0.94366197 0.96478873],0.529411764705882,0.533613445378151,0.808403361344538,0.993006993006993,0.994397759103642,0.992997198879552,0.572519083969466,0.675675675675676,0.538625239412641,0.610526315789474,0.701612903225807,0.526245048104131,0.819334389857369,0.873310810810811,0.808728984000723
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86111111 0.87323944 0.85915493 0.75352113 0.84507042],0.582278481012658,0.578059071729958,0.784991568296796,0.923287671232877,0.946629213483146,0.921348314606742,0.56,0.5625,0.58125,0.596774193548387,0.592,0.57725,0.788029925187032,0.799325463743676,0.784991568296796
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.65       0.7        0.66666667 0.55555556],0.59375,0.5,0.81875,1,1,1,0.606060606060606,0.625,0.59375,0.555555555555556,0.5,0.5,0.824242424242424,0.80952380952381,0.819235588972431
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdne,40,0,40,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.91666667 0.90972222 0.92253521 0.95070423 0.96478873],0.512605042016807,0.53781512605042,0.801680672268908,0.985875706214689,0.977591036414566,0.985994397759104,0.53968253968254,0.544,0.510938053097345,0.541666666666667,0.555555555555556,0.538108356290175,0.803333333333333,0.804674457429048,0.801660409763593
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, [0.53333333 0.6        0.64285714 0.5        0.60714286],0.395833333333333,0.4375,0.595833333333333,0.700729927007299,0.666666666666667,0.715277777777778,0.431372549019608,0.523809523809524,0.41005291005291,0.470588235294118,0.48,0.435652173913043,0.594142259414226,0.601694915254237,0.595929424840233
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.55       0.6        0.44444444 0.38888889],0.34375,0.34375,0.73125,0.989473684210526,0.979166666666667,0.989583333333333,0.4,0.636363636363636,0.413419913419913,0.363636363636364,0.4,0.347058823529412,0.736196319018405,0.810810810810811,0.736800754242615
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.62105263 0.59473684 0.58421053 0.64736842],0.54746835443038,0.607594936708861,0.611251580278129,0.64989939637827,0.68,0.633684210526316,0.634271099744246,0.75609756097561,0.539232991014121,0.682051282051282,0.78698224852071,0.594171396369199,0.653521126760563,0.717821782178218,0.608910891089109
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66, zones, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.6        0.38888889 0.5        0.61111111 0.44444444],0.533333333333333,0.466666666666667,0.802631578947369,1,1,1,0.533333333333333,0.571428571428571,0.535714285714286,0.5,0.571428571428571,0.473214285714286,0.805194805194805,0.837837837837838,0.803534303534303
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96842105 0.97368421 0.94736842 0.95263158 0.96842105],0.610759493670886,0.598101265822785,0.84134007585335,0.998948475289169,1,0.998947368421053,0.663013698630137,0.801324503311258,0.618844069837447,0.657681940700808,0.7625,0.59599358974359,0.851215174866627,0.913486005089058,0.841793253800811
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.90972222 0.9375     0.95138889 0.92957746],0.481171548117155,0.493723849372385,0.781772575250836,0.977715877437326,0.977715877437326,0.977715877437326,0.425925925925926,0.383333333333333,0.481582633053221,0.471615720524018,0.412213740458015,0.502403166525304,0.775580395528805,0.739344262295082,0.782641414423992
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58, zones, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.42857143 0.75       0.46428571 0.53571429],0.565217391304348,0.5,0.810344827586207,0.992805755395684,0.985714285714286,0.992857142857143,0.523809523809524,0.5,0.5625,0.439024390243903,0.391304347826087,0.5,0.801801801801802,0.773913043478261,0.810033444816053
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.4        0.5        0.32142857 0.5        0.57142857],0.520833333333333,0.4375,0.7875,0.993006993006993,0.986111111111111,0.993055555555556,0.566037735849057,0.6,0.517391304347826,0.4,0.409090909090909,0.435314685314685,0.788381742738589,0.798319327731092,0.787589415931662
ensemble_model_N16_B0_E16_nb_zones_8_lab_svd,16,0,16,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.953125   0.97395833 0.96315789 0.94736842 0.97368421],0.515723270440252,0.512578616352201,0.805660377358491,1,1,1,0.66079295154185,0.925925925925926,0.507834757834758,0.670912951167728,0.93491124260355,0.484234144791708,0.835550824906865,0.971534653465346,0.802902876604796
svm_model_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.65       0.38888889 0.61111111 0.72222222],0.548387096774194,0.419354838709678,0.794871794871795,1,1,1,0.461538461538462,0.666666666666667,0.583333333333333,0.4375,0.466666666666667,0.420833333333333,0.789473684210526,0.845070422535211,0.7990057995029
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.9375     0.94736842 0.97894737 0.96842105 0.96315789],0.533123028391167,0.539432176656151,0.814627994955864,1,1,1,0.633663366336634,0.771084337349398,0.521303758078672,0.650717703349282,0.834355828220859,0.530814277746793,0.834272829763247,0.919254658385093,0.813020414979998
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svdne,4,48,52,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.39285714 0.5        0.57142857 0.67857143],0.382978723404255,0.51063829787234,0.775423728813559,0.993006993006993,1,0.992957746478873,0.355555555555555,0.347826086956522,0.382246376811594,0.51063829787234,0.545454545454545,0.512727272727273,0.774468085106383,0.78448275862069,0.775574712643678
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63, zones, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.4        0.66666667 0.55555556 0.55555556 0.61111111],0.466666666666667,0.533333333333333,0.802631578947369,1,1,1,0.428571428571429,0.461538461538462,0.46606334841629,0.588235294117647,0.666666666666667,0.533333333333333,0.805194805194805,0.837837837837838,0.803534303534303
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96354167 0.95833333 0.95833333 0.953125   0.97894737],0.510971786833856,0.495297805642633,0.801378446115288,1,1,1,0.650224215246637,0.873493975903614,0.495570517363572,0.600496277915633,0.840277777777778,0.525853174603175,0.824571112340897,0.944233206590621,0.802971621882671
svm_model_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.95       0.85       0.83333333 0.88888889],0.5,0.40625,0.7625,0.967741935483871,0.9375,0.96875,0.529411764705882,0.642857142857143,0.515873015873016,0.344827586206896,0.357142857142857,0.400793650793651,0.756410256410256,0.776315789473684,0.763157894736842
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svd,16,0,16,8, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94270833 0.94270833 0.96875    0.921875   0.96842105],0.492163009404389,0.5141065830721,0.800125313283208,0.997912317327766,0.997912317327766,0.997912317327766,0.65531914893617,0.968553459119497,0.493651729559748,0.669509594882729,0.969135802469136,0.506860894865141,0.831839746968898,0.98625,0.799657663316583
svm_model_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.49473684 0.47894737 0.46842105 0.48947368 0.42105263],0.509493670886076,0.484177215189874,0.49936788874842,0.387596899224806,0.31578947368421,0.501052631578947,0.298642533936652,0.202453987730061,0.519527647459802,0.275555555555556,0.203947368421053,0.473924903722722,0.350819672131147,0.270886075949367,0.499079401611047
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.97894737 0.92105263 0.96315789 0.95263158],0.504731861198738,0.476340694006309,0.795712484237074,0.998948475289169,0.997899159663866,0.998949579831933,0.670859538784067,0.987654320987654,0.493827160493827,0.645299145299145,0.986928104575163,0.493464052287582,0.829113924050633,0.993678887484197,0.796210512924489
svm_model_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.73333333 0.67857143 0.64285714 0.60714286 0.57142857],0.531914893617021,0.553191489361702,0.728813559322034,0.846715328467153,0.816901408450704,0.852112676056338,0.5,0.478260869565217,0.530797101449275,0.60377358490566,0.695652173913043,0.556159420289855,0.726495726495726,0.726495726495726,0.728794081735258
svm_model_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.42857143 0.39285714 0.46428571 0.42857143],0.404255319148936,0.446808510638298,0.504237288135593,0.64804469273743,0.816901408450704,0.556338028169014,0.481481481481482,0.8125,0.503024193548387,0.535714285714286,0.75,0.486111111111111,0.595155709342561,0.803738317757009,0.529776135622691
ensemble_model_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.91666667 0.91578947 0.93157895 0.94736842 0.92631579],0.495268138801262,0.488958990536278,0.796973518284994,1,1,1,0.529411764705882,0.555555555555556,0.493906810035842,0.526315789473684,0.559006211180124,0.487836438923395,0.802937576499388,0.821026282853567,0.796790142697432
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdn,4,0,4,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.8        0.8        0.78421053 0.75263158 0.81382979],0.468354430379747,0.449367088607595,0.783544303797468,1,1,1,0.543478260869565,0.636942675159236,0.469414733806033,0.542105263157895,0.628048780487805,0.442313863928113,0.798349056603773,0.851572327044025,0.783111004286344
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.68229167 0.70833333 0.63541667 0.66842105 0.69473684],0.540880503144654,0.490566037735849,0.667085427135678,0.769230769230769,0.774058577405858,0.767782426778243,0.552147239263804,0.573248407643312,0.541282588914824,0.441379310344828,0.423841059602649,0.487369631597732,0.664131812420786,0.666666666666667,0.667080231596361
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70,4, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.35       0.44444444 0.44444444 0.27777778 0.61111111],0.633333333333333,0.633333333333333,0.855263157894737,1,1,1,0.645161290322581,0.714285714285714,0.638392857142857,0.702702702702703,0.722222222222222,0.611111111111111,0.8625,0.884615384615385,0.854469854469854
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svdne,4,48,52, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.46666667 0.63333333 0.42857143 0.64285714 0.5       ],0.4375,0.541666666666667,0.775,0.964028776978417,0.930555555555556,0.965277777777778,0.425531914893617,0.5,0.446428571428571,0.592592592592593,0.761904761904762,0.566137566137566,0.775,0.823008849557522,0.777646157062226
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdn,8,0,8,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.69270833 0.67708333 0.69270833 0.69791667 0.73958333],0.496875,0.525,0.676875,0.77027027027027,0.7125,0.7875,0.498442367601246,0.54421768707483,0.50043254295938,0.544910179640719,0.579617834394904,0.526005236215857,0.664938431626701,0.654336734693877,0.676433073229292
svm_model_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.71428571 0.64285714 0.75       0.67857143 0.75      ],0.608695652173913,0.565217391304348,0.836206896551724,1,1,1,0.625,0.75,0.625,0.655172413793103,0.76,0.546666666666667,0.845528455284553,0.904347826086956,0.836789297658863
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.96478873 0.95774648 0.95070423 0.97887324 0.93661972],0.610169491525424,0.661016949152542,0.854483925549915,1,1,1,0.666666666666667,0.779661016949153,0.610169491525424,0.731543624161074,0.825757575757576,0.638840326340326,0.866043613707165,0.91900826446281,0.85291834366988
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.75       0.5        0.66666667 0.77777778],0.5,0.53125,0.80625,1,1,1,0.636363636363636,0.7,0.433333333333333,0.615384615384615,0.8,0.547058823529412,0.8268156424581,0.891566265060241,0.802925989672977
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8,8, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.79473684 0.77368421 0.86315789 0.81578947 0.82978723],0.515822784810127,0.512658227848101,0.717721518987342,0.855057351407716,0.864978902953586,0.85337552742616,0.501628664495114,0.538461538461538,0.517785682525567,0.547058823529412,0.543859649122807,0.509860859044162,0.722291407222914,0.736040609137056,0.717767779316003
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.80526316 0.83684211 0.76842105 0.78947368 0.84736842],0.506329113924051,0.487341772151899,0.798988621997472,1,1,1,0.569060773480663,0.647798742138365,0.505428033489565,0.547486033519553,0.6125,0.48573717948718,0.809580838323353,0.851385390428212,0.798789141914613
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85789474 0.87894737 0.87368421 0.87368421 0.85263158],0.651898734177215,0.655063291139241,0.833122629582807,0.954128440366972,0.985263157894737,0.952631578947368,0.685714285714286,0.759493670886076,0.651898734177215,0.684057971014493,0.746835443037975,0.655063291139241,0.842482100238663,0.892541087231353,0.833122629582807
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.765625   0.72105263 0.67368421 0.67894737 0.74210526],0.520504731861199,0.542586750788643,0.675283732660782,0.776180698151951,0.794117647058823,0.771008403361344,0.536585365853659,0.54320987654321,0.519992035045799,0.518272425249169,0.523489932885906,0.541506871204858,0.678727386150967,0.691232528589581,0.675403498337344
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.734375   0.78645833 0.8125     0.77083333 0.82631579],0.41692789968652,0.442006269592476,0.771929824561403,1,1,1,0.471590909090909,0.522012578616352,0.417256289308176,0.510989010989011,0.563636363636364,0.437662337662338,0.782556750298686,0.815691158156912,0.771653901903172
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40,6, low_bits_3, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.94444444 0.94366197 0.9084507  0.95070423 0.97183099],0.531645569620253,0.60337552742616,0.825463743676222,0.997198879551821,1,0.997191011235955,0.546938775510204,0.567796610169492,0.531797464748611,0.568807339449541,0.574074074074074,0.60099052540913,0.824129141886151,0.833333333333333,0.82560706401766
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.57142857 0.67857143 0.60714286 0.60714286],0.51063829787234,0.531914893617021,0.809322033898305,1,1,1,0.530612244897959,0.5,0.511904761904762,0.541666666666667,0.619047619047619,0.54029304029304,0.811715481171548,0.822033898305085,0.809322033898305
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58,6, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.46428571 0.39285714 0.5        0.46428571 0.42857143],0.478260869565217,0.369565217391304,0.771551724137931,1,1,1,0.5,0.571428571428571,0.485714285714286,0.382978723404255,0.36,0.37047619047619,0.774468085106383,0.78448275862069,0.771551724137931
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.77083333 0.72916667 0.7        0.71052632 0.69473684],0.525157232704403,0.531446540880503,0.683018867924528,0.801556420233463,0.863731656184486,0.786163522012579,0.574647887323944,0.645569620253165,0.525909810126582,0.555223880597015,0.58125,0.531131329113924,0.706635622817229,0.763522012578616,0.683018867924528
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.95833333 0.93055556 0.94444444 0.92957746],0.523012552301255,0.556485355648536,0.815217391304348,0.99860529986053,0.997214484679666,0.998607242339833,0.512820512820513,0.517241379310345,0.522848331931595,0.579365079365079,0.59349593495935,0.555368657134847,0.816292601828761,0.821070234113712,0.815217391304348
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75       0.79166667 0.796875   0.72395833 0.71052632],0.504702194357367,0.517241379310345,0.798245614035088,0.989626556016597,0.995824634655532,0.989561586638831,0.47682119205298,0.483221476510067,0.503375444137387,0.544378698224852,0.567901234567901,0.516434693717072,0.799251870324189,0.811392405063291,0.798376103276062
svm_model_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.5        0.63157895 0.57894737 0.44736842],0.571428571428571,0.603174603174603,0.829113924050633,0.98936170212766,0.978947368421053,0.989473684210526,0.372093023255814,0.285714285714286,0.542857142857143,0.444444444444444,0.3125,0.607862903225807,0.804347826086957,0.716129032258065,0.827008615507914
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.76041667 0.75520833 0.61578947 0.70526316 0.68421053],0.455974842767296,0.506289308176101,0.785534591194969,0.988577362409138,0.9979035639413,0.988469601677149,0.401384083044983,0.389261744966443,0.452027322187363,0.495176848874598,0.469512195121951,0.507483370288248,0.781829814459373,0.773417721518987,0.785458860759494
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.4        0.33333333 0.38888889 0.5       ],0.451612903225806,0.451612903225806,0.782051282051282,1,1,1,0.564102564102564,0.523809523809524,0.411904761904762,0.484848484848485,0.444444444444444,0.452991452991453,0.795180722891566,0.767441860465116,0.783720930232558
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.64285714 0.67857143 0.67857143 0.71428571],0.51063829787234,0.553191489361702,0.813559322033898,1,1,1,0.581818181818182,0.571428571428571,0.496240601503759,0.588235294117647,0.652173913043478,0.555253623188406,0.82258064516129,0.836065573770492,0.812769628990509
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.6        0.5        0.55555556 0.55555556],0.40625,0.4375,0.76875,1,1,1,0.457142857142857,0.470588235294118,0.401960784313726,0.55,0.846153846153846,0.502024291497976,0.783625730994152,0.858974358974359,0.770950594121326
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,708,236,236,0.6,0.2,0.2, [0.8943662  0.87323944 0.84507042 0.8943662  0.88571429],0.593220338983051,0.673728813559322,0.845762711864407,0.987341772151899,0.991525423728814,0.98728813559322,0.533980582524272,0.450819672131148,0.598216853609433,0.635071090047393,0.587719298245614,0.670908829450676,0.838652482269504,0.801694915254237,0.845762711864407
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.95138889 0.96478873 0.94366197 0.99295775],0.470588235294118,0.512605042016807,0.794957983193277,0.997198879551821,0.997198879551821,0.997198879551821,0.422018348623853,0.410714285714286,0.467261904761905,0.452830188679245,0.377952755905512,0.522309711286089,0.786713286713287,0.75503355704698,0.795025196031907
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.97395833 0.953125   0.96875    0.94270833 0.96842105],0.448275862068966,0.507836990595611,0.784461152882206,0.988529718456726,0.989561586638831,0.988517745302714,0.608888888888889,0.895424836601307,0.46578470745728,0.663811563169165,0.95679012345679,0.500688055358968,0.816631130063966,0.964735516372796,0.78536027688964
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.64285714 0.71428571 0.67857143 0.60714286 0.5       ],0.521739130434783,0.673913043478261,0.823275862068966,0.971428571428571,0.971428571428571,0.971428571428572,0.541666666666667,0.52,0.521904761904762,0.680851063829787,0.666666666666667,0.674242424242424,0.825531914893617,0.815126050420168,0.823492228749907
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.39285714 0.39285714 0.53571429 0.5       ],0.48936170212766,0.595744680851064,0.817796610169492,1,1,1,0.52,0.481481481481482,0.490740740740741,0.536585365853659,0.5,0.59,0.815450643776824,0.791666666666667,0.818247126436781
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.95833333 0.9375     0.95833333 0.93661972 0.92253521],0.558823529411765,0.487394957983193,0.808724832214765,0.99860529986053,1,0.998603351955307,0.524886877828054,0.504347826086956,0.557051961823966,0.464912280701754,0.407692307692308,0.49551282051282,0.804459691252144,0.777777777777778,0.809092624033201
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,714,238,238,0.6,0.2,0.2, [0.94444444 0.94444444 0.95774648 0.95070423 0.95070423],0.466386554621849,0.53781512605042,0.798319327731092,0.995804195804196,0.997198879551821,0.995798319327731,0.374384236453202,0.358490566037736,0.455760434534019,0.521739130434783,0.512820512820513,0.537401991947446,0.790940766550523,0.782758620689655,0.797936687394008
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97916667 0.95138889 0.96527778 0.94366197 0.95774648],0.521008403361345,0.470588235294118,0.796979865771812,0.997198879551821,0.994413407821229,0.997206703910614,0.601398601398601,0.682539682539683,0.510912698412698,0.529850746268657,0.612068965517241,0.474067269643867,0.809148264984227,0.855,0.796587837837838
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.95833333 0.9375     0.9375     0.92957746],0.656903765690377,0.514644351464435,0.834448160535117,1,1,1,0.627272727272727,0.627272727272727,0.654721634954193,0.508474576271187,0.483870967741936,0.515848527349229,0.831345826235094,0.822934232715008,0.834352688496808
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.67894737 0.74736842 0.72105263 0.7        0.71276596],0.617088607594937,0.617088607594937,0.700632911392405,0.781042654028436,0.869198312236287,0.756329113924051,0.627692307692308,0.64968152866242,0.617293594519889,0.632218844984802,0.679738562091503,0.61901038534023,0.723229959040374,0.788265306122449,0.701293457081325
svm_model_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.7        0.65       0.72222222 0.55555556],0.34375,0.53125,0.75,0.958333333333333,0.958333333333333,0.958333333333334,0.461538461538462,0.473684210526316,0.313765182186235,0.594594594594595,0.733333333333333,0.543137254901961,0.767441860465116,0.804878048780488,0.74859287054409
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.55       0.55263158 0.34210526 0.60526316 0.5       ],0.546875,0.640625,0.834375,0.994818652849741,1,0.994791666666667,0.524590163934426,0.533333333333333,0.546078431372549,0.596491228070175,0.68,0.647692307692308,0.829581993569132,0.854304635761589,0.835436341549434
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.56666667 0.71428571 0.71428571 0.5       ],0.541666666666667,0.520833333333333,0.8125,1,1,1,0.592592592592593,0.695652173913043,0.547826086956522,0.646153846153846,0.65625,0.453125,0.828897338403042,0.858267716535433,0.809664831719044
svm_model_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.71428571 0.82142857 0.71428571 0.71428571 0.75      ],0.630434782608696,0.521739130434783,0.831896551724138,1,1,1,0.721311475409836,0.916666666666667,0.617424242424242,0.645161290322581,0.8,0.495238095238095,0.851711026615969,0.941176470588235,0.828995314940135
svm_model_N26_B0_E26_nb_zones_8_lab_svd,26,0,26,8, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.97894737 0.97894737 0.97894737 0.97894737],0.50788643533123,0.485804416403786,0.798865069356873,1,1,1,0.673640167364017,1,0.5,0.653927813163482,1,0.5,0.832193582325092,1,0.79937106918239
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96875    0.96875    0.94791667 0.94270833 0.95263158],0.510971786833856,0.4858934169279,0.790100250626566,0.984126984126984,0.970772442588726,0.984342379958246,0.670886075949367,0.987577639751553,0.506447047723878,0.64957264957265,0.968152866242038,0.493335692380278,0.822469528351881,0.973651191969887,0.790329976460538
svm_model_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.55263158 0.63157895 0.44736842 0.63888889],0.629032258064516,0.532258064516129,0.788461538461538,0.927083333333333,0.946808510638298,0.925531914893617,0.634920634920635,0.740740740740741,0.641798941798942,0.591549295774648,0.65625,0.528125,0.797546012269939,0.849673202614379,0.789616475521026
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40,6, low_bits_2, svdne,708,236,236,0.6,0.2,0.2, [0.85915493 0.87323944 0.92253521 0.83098592 0.8       ],0.644067796610169,0.699152542372881,0.856779661016949,0.980609418282548,1,0.980225988700565,0.68421052631579,0.752066115702479,0.641250449155587,0.712550607287449,0.785714285714286,0.703341013824885,0.863157894736842,0.908006814310051,0.857038820308483
svm_model_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.7        0.56666667 0.60714286 0.64285714 0.75      ],0.520833333333333,0.458333333333333,0.795833333333333,1,1,1,0.581818181818182,0.592592592592593,0.510582010582011,0.458333333333333,0.5,0.461538461538462,0.80161943319838,0.818181818181818,0.795645530939649
ensemble_model_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.95833333 0.97916667 0.93661972 0.97183099 0.95774648],0.567226890756302,0.428571428571429,0.798319327731092,0.99859747545582,0.997198879551821,0.99859943977591,0.589641434262948,0.627118644067797,0.567725988700565,0.447154471544715,0.504587155963303,0.43446412061731,0.801652892561983,0.830479452054795,0.798903092364031
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.96527778 0.9375     0.97222222 0.9084507  0.96478873],0.529411764705882,0.5,0.804530201342282,0.997214484679666,1,0.997206703910614,0.508771929824561,0.467741935483871,0.532116581777023,0.480349344978166,0.426356589147287,0.50675627622502,0.801702127659574,0.770867430441899,0.805399291813032
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64736842 0.7        0.74736842 0.71052632 0.72105263],0.525316455696203,0.531645569620253,0.790139064475348,0.96421052631579,0.96421052631579,0.96421052631579,0.594594594594595,0.662650602409639,0.517991967871486,0.593406593406593,0.72,0.540722891566265,0.802850356294537,0.854614412136536,0.790139064475348
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdne,40,0,40,6, low_bits_4_shifted_2, svdne,708,236,236,0.6,0.2,0.2, [0.94366197 0.95070423 0.95070423 0.94366197 0.94285714],0.516949152542373,0.533898305084746,0.809322033898305,0.998585572842999,0.997175141242938,0.998587570621469,0.521008403361344,0.46969696969697,0.523310023310023,0.46078431372549,0.439252336448598,0.525827718611896,0.804177545691906,0.779089376053963,0.80947654492647
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.96875    0.9375     0.94736842 0.96315789],0.512578616352201,0.471698113207547,0.797110552763819,1,1,1,0.677754677754678,1,0.5,0.641025641025641,1,0.5,0.830446194225722,1,0.798377028714107
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.45       0.44444444 0.44444444 0.61111111],0.451612903225806,0.451612903225806,0.782051282051282,1,1,1,0.514285714285714,0.818181818181818,0.534090909090909,0.514285714285714,0.642857142857143,0.468487394957983,0.792682926829268,0.902777777777778,0.790674603174603
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.47368421 0.55263158 0.55263158 0.60526316],0.412698412698413,0.523809523809524,0.781645569620253,0.98936170212766,0.978947368421053,0.989473684210526,0.463768115942029,0.5,0.411290322580645,0.558823529411765,0.612903225806452,0.525201612903226,0.787692307692308,0.810126582278481,0.781645569620253
svm_model_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.5        0.53571429 0.53571429 0.67857143],0.382978723404255,0.51063829787234,0.779661016949153,1,1,1,0.256410256410256,0.25,0.365740740740741,0.439024390243903,0.5,0.508620689655172,0.765765765765766,0.779816513761468,0.779672036408293
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svd,26,0,26,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.953125   0.95833333 0.96875    0.953125   0.9375    ],0.5125,0.4875,0.8,1,1,1,0.677685950413223,1,0.5,0.65546218487395,1,0.5,0.833333333333333,1,0.8
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.94270833 0.921875   0.93684211 0.93157895 0.96842105],0.490566037735849,0.493710691823899,0.792452830188679,0.992670157068063,0.993710691823899,0.992662473794549,0.658227848101266,1,0.5,0.661052631578947,1,0.5,0.826680672268907,0.99620253164557,0.793726265822785
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.94444444 0.96527778 0.95070423 0.97183099 0.95070423],0.521008403361345,0.525210084033613,0.807563025210084,0.997191011235955,0.994397759103642,0.997198879551821,0.412371134020619,0.32520325203252,0.527819017320608,0.382513661202186,0.324074074074074,0.508190883190883,0.789715335169881,0.731292517006803,0.806676158835627
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.46666667 0.75       0.64285714 0.64285714],0.604166666666667,0.645833333333333,0.845833333333333,0.993006993006993,0.986111111111111,0.993055555555556,0.536585365853658,0.523809523809524,0.595238095238095,0.701754385964912,0.666666666666667,0.638888888888889,0.846473029045643,0.829268292682927,0.846258077965395
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.65       0.60526316 0.63157895 0.57894737 0.76315789],0.546875,0.546875,0.809375,0.984455958549223,0.989583333333333,0.984375,0.567164179104478,0.59375,0.546875,0.602739726027397,0.578947368421053,0.539473684210526,0.816816816816817,0.819277108433735,0.808989203567517
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.97368421 0.95789474 0.96842105 0.95263158 0.94680851],0.645569620253165,0.604430379746835,0.848101265822785,0.996838777660696,0.99789029535865,0.996835443037975,0.717171717171717,0.855421686746988,0.634377510040161,0.657534246575343,0.810810810810811,0.616714929214929,0.859649122807017,0.932741116751269,0.848315002820079
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.92708333 0.91145833 0.875      0.86979167 0.86979167],0.48125,0.51875,0.8,1,1,1,0.634361233480176,0.894409937888199,0.478651509824603,0.668103448275862,0.92814371257485,0.500019568705726,0.829605963791267,0.964108910891089,0.798342334233423
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.6        0.6        0.60714286 0.64285714 0.75      ],0.479166666666667,0.541666666666667,0.8,0.993006993006993,0.986111111111111,0.993055555555556,0.468085106382979,0.423076923076923,0.484265734265734,0.56,0.823529411764706,0.605313092979127,0.8,0.834782608695652,0.801391304347826
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4, zones, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.89473684 0.93684211 0.92631579 0.9        0.92631579],0.506329113924051,0.503164556962025,0.802149178255373,1,1,1,0.521472392638037,0.537974683544304,0.506329113924051,0.495176848874598,0.469512195121951,0.504492939666239,0.802772526780088,0.799247176913425,0.80217135915735
ensemble_model_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93684211 0.97368421 0.95263158 0.94210526 0.96842105],0.455696202531646,0.474683544303798,0.786346396965866,1,1,1,0.542553191489362,0.641509433962264,0.454512678764572,0.580808080808081,0.71875,0.471554487179487,0.803716608594657,0.871536523929471,0.786022069071334
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.7        0.66666667 0.77777778 0.72222222],0.612903225806452,0.419354838709678,0.807692307692308,1,1,1,0.647058823529412,0.846153846153846,0.645299145299145,0.526315789473684,0.5,0.386363636363636,0.819277108433735,0.85,0.806578947368421
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svd,16,0,16, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96354167 0.94791667 0.99479167 0.96875    0.96315789],0.501567398119122,0.532915360501567,0.807017543859649,1,1,1,0.576,0.679245283018868,0.502122641509434,0.582633053221289,0.662420382165605,0.534913894786506,0.817751479289941,0.869182389937107,0.807250370998516
svm_model_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.73684211 0.5        0.55263158 0.57894737],0.492063492063492,0.523809523809524,0.636075949367089,0.736318407960199,0.778947368421053,0.721052631578947,0.529411764705882,0.580645161290323,0.493447580645161,0.516129032258065,0.551724137931034,0.525862068965517,0.652567975830816,0.696774193548387,0.637206972550591
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.46428571 0.5        0.5        0.42857143],0.617021276595745,0.595744680851064,0.843220338983051,1,1,1,0.625,0.6,0.618181818181818,0.612244897959184,0.652173913043478,0.596920289855072,0.845188284518828,0.848739495798319,0.843173166702579
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,954,318,318,0.6,0.2,0.2, [0.78645833 0.80729167 0.83684211 0.79473684 0.86315789],0.49685534591195,0.518867924528302,0.79559748427673,0.98744769874477,0.989517819706499,0.987421383647799,0.520958083832335,0.533742331288344,0.495903423708688,0.523364485981308,0.575342465753425,0.523136349155782,0.798261949099938,0.818066157760814,0.795848999278417
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.57142857 0.46428571 0.57142857 0.46428571],0.404255319148936,0.553191489361702,0.792372881355932,1,1,1,0.363636363636364,0.380952380952381,0.402014652014652,0.618181818181818,0.586206896551724,0.543103448275862,0.796680497925311,0.793388429752066,0.792346388789076
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.94270833 0.97395833 0.95789474 0.95263158 0.96842105],0.515723270440252,0.5,0.80314465408805,1,1,1,0.622549019607843,0.765060240963855,0.504240646797717,0.603491271820449,0.812080536912752,0.518466303959334,0.822461712989223,0.91540404040404,0.803566681856155
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.96315789 0.95789474 0.96842105 0.94736842],0.496835443037975,0.512658227848101,0.802149178255373,1,1,1,0.547008547008547,0.644295302013423,0.504782381545634,0.592592592592593,0.7,0.51025641025641,0.813579511614056,0.871173469387755,0.802754654493376
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.93229167 0.98947368 0.94210526 0.97368421 0.96315789],0.466876971608833,0.545741324921136,0.802648171500631,1,1,1,0.592771084337349,0.884892086330935,0.512670762266591,0.647058823529412,0.846153846153846,0.550406115623507,0.823661971830986,0.948119325551232,0.806575000198929
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.796875   0.86979167 0.85789474 0.84210526 0.83684211],0.459119496855346,0.468553459119497,0.775471698113208,0.983228511530398,0.983228511530398,0.983228511530398,0.552083333333333,0.658385093167702,0.456581081615698,0.554089709762533,0.652173913043478,0.466214345056771,0.792079207920792,0.851063829787234,0.775089437017511
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.63333333 0.5        0.67857143 0.60714286 0.64285714],0.583333333333333,0.645833333333333,0.841666666666667,0.993103448275862,1,0.993055555555556,0.615384615384615,0.64,0.580869565217391,0.653061224489796,0.888888888888889,0.694444444444444,0.845528455284553,0.904347826086956,0.844173913043478
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.57894737 0.63157895 0.55263158 0.42105263],0.507936507936508,0.507936507936508,0.778481012658228,0.956989247311828,0.936842105263158,0.957894736842105,0.550724637681159,0.527777777777778,0.50462962962963,0.550724637681159,0.655172413793103,0.518762677484787,0.78395061728395,0.79375,0.778285256410256
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75       0.796875   0.78125    0.77083333 0.78421053],0.442006269592476,0.463949843260188,0.775062656641604,0.989495798319327,0.98329853862213,0.989561586638831,0.394557823129252,0.353658536585366,0.444571203776554,0.457142857142857,0.455696202531646,0.46387294598632,0.770019218449712,0.750312109862672,0.775156054931336
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.95833333 0.90526316 0.96315789 0.98421053],0.531446540880503,0.471698113207547,0.80062893081761,1,1,1,0.637469586374696,0.731843575418994,0.502612435191512,0.525423728813559,0.654929577464789,0.489396606914213,0.815590459569517,0.878446115288221,0.800334168755221
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.85416667 0.828125   0.86979167 0.83333333 0.859375  ],0.58125,0.5125,0.816875,0.996871741397289,0.995833333333333,0.996875,0.629834254143646,0.703703703703704,0.579699953117675,0.541176470588235,0.547619047619048,0.510651629072682,0.823600240818784,0.844444444444444,0.816526019690577
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdn,8,0,8,8, low_bits_4_shifted_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.83854167 0.85789474 0.82631579 0.84736842 0.79473684],0.533123028391167,0.476340694006309,0.798234552332913,0.993697478991597,0.993697478991597,0.993697478991597,0.562130177514793,0.59748427672956,0.532919353554653,0.551351351351351,0.618181818181818,0.470275119617225,0.807228915662651,0.8375,0.79788486005089
svm_model_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.71428571 0.78571429 0.85714286 0.53571429],0.456521739130435,0.456521739130435,0.75,0.941176470588235,0.914285714285714,0.942857142857143,0.528301886792453,0.608695652173913,0.456521739130435,0.528301886792453,0.56,0.446666666666667,0.760330578512397,0.779661016949153,0.749479631281594
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.80729167 0.875      0.9        0.86842105 0.80526316],0.537735849056604,0.509433962264151,0.806918238993711,0.99581589958159,0.9979035639413,0.9958071278826,0.599455040871935,0.691823899371069,0.537735849056604,0.604060913705584,0.725609756097561,0.50241526765917,0.821199767035527,0.88125,0.806447784810127
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.80208333 0.88541667 0.83684211 0.81578947],0.553459119496855,0.556603773584906,0.80213567839196,0.966942148760331,0.97907949790795,0.96652719665272,0.589595375722543,0.675496688741722,0.559305230598406,0.602816901408451,0.685897435897436,0.558998100664767,0.811264230077891,0.862420382165605,0.802957402978713
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71578947 0.77894737 0.75263158 0.77368421 0.76315789],0.481012658227848,0.560126582278481,0.797092288242731,0.981052631578947,0.981052631578947,0.981052631578947,0.541899441340782,0.621794871794872,0.482772435897436,0.574923547400612,0.639455782312925,0.565290021333977,0.803669724770642,0.844473007712082,0.797858394403305
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.55       0.52631579 0.60526316 0.71052632 0.60526316],0.375,0.453125,0.765625,1,1,1,0.310344827586207,0.310344827586207,0.369458128078818,0.520547945205479,0.558823529411765,0.446078431372549,0.767801857585139,0.779874213836478,0.765713504433767
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97222222 0.95138889 0.91666667 0.98611111 0.97887324],0.619246861924686,0.619246861924686,0.846989966555184,0.99860529986053,0.997214484679666,0.998607242339833,0.612765957446809,0.6,0.619327731092437,0.591928251121076,0.573913043478261,0.617601683029453,0.844255319148936,0.835016835016835,0.846910410863899
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.5        0.5        0.42857143 0.67857143],0.404255319148936,0.446808510638298,0.771186440677966,1,1,1,0.481481481481482,0.590909090909091,0.415454545454545,0.5,0.52,0.441818181818182,0.782258064516129,0.822033898305085,0.771186440677966
svm_model_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.66666667 0.6        0.53571429 0.53571429 0.42857143],0.395833333333333,0.395833333333333,0.758333333333333,1,1,1,0.567164179104478,0.730769230769231,0.365384615384615,0.472727272727273,0.619047619047619,0.420634920634921,0.781954887218045,0.873949579831933,0.759288839502743
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.6875     0.68229167 0.70526316 0.76315789],0.509433962264151,0.537735849056604,0.779522613065327,0.95,0.95397489539749,0.94979079497908,0.530120481927711,0.564102564102564,0.510446343779677,0.585915492957746,0.634146341463415,0.534605638264175,0.786885245901639,0.81203007518797,0.779440730289199
svm_model_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.57894737 0.60526316 0.63157895 0.60526316],0.492063492063492,0.428571428571429,0.664556962025316,0.791208791208791,0.757894736842105,0.8,0.578947368421053,0.611111111111111,0.472222222222222,0.513513513513513,0.513513513513513,0.410602910602911,0.680722891566265,0.672619047619048,0.664012226512227
svm_model_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.47368421 0.44736842 0.47368421 0.5       ],0.629032258064516,0.467741935483871,0.82051282051282,1,1,1,0.596491228070175,0.53125,0.632291666666667,0.459016393442623,0.482758620689655,0.468652037617555,0.816993464052288,0.806451612903226,0.820423258680912
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.83333333 0.88541667 0.828125   0.859375   0.79166667],0.51875,0.540625,0.796875,0.975409836065574,0.991666666666667,0.975,0.521739130434783,0.518518518518518,0.518752930145335,0.553191489361702,0.575949367088608,0.54106110329739,0.800245851259988,0.81375,0.796875
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,948,316,316,0.6,0.2,0.2, [0.93157895 0.91578947 0.9        0.92631579 0.89893617],0.610759493670886,0.607594936708861,0.831012658227848,0.979253112033195,0.9957805907173,0.978902953586498,0.60702875399361,0.59375,0.610977564102564,0.6,0.588607594936709,0.607594936708861,0.831758034026465,0.833333333333333,0.831006768189509
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.66666667 0.6        0.39285714 0.75       0.53571429],0.458333333333333,0.479166666666667,0.7875,1,1,1,0.35,0.5,0.470588235294118,0.528301886792453,0.56,0.475652173913043,0.784810126582279,0.837837837837838,0.791011942174733
svm_model_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.53333333 0.64285714 0.82142857 0.60714286],0.625,0.520833333333333,0.829166666666667,1,1,1,0.75,0.870967741935484,0.523719165085389,0.530612244897959,0.68421052631579,0.549001814882033,0.845283018867925,0.918032786885246,0.827660461239233
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.68421053 0.47368421 0.57894737 0.52631579 0.69444444],0.483870967741936,0.5,0.762820512820513,0.94300518134715,0.968085106382979,0.941489361702128,0.466666666666667,0.518518518518518,0.487830687830688,0.617283950617284,0.625,0.448863636363636,0.778443113772455,0.807453416149068,0.761342602114269
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.3        0.46428571 0.46428571 0.60714286 0.42857143],0.574468085106383,0.51063829787234,0.817796610169492,1,1,1,0.523809523809524,0.55,0.571296296296296,0.549019607843137,0.482758620689655,0.519157088122605,0.817021276595745,0.8,0.818103448275862
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95138889 0.95833333 0.96527778 0.95833333 0.96478873],0.481171548117155,0.481171548117155,0.792642140468227,1,1,1,0.533834586466165,0.617391304347826,0.486115007012623,0.511811023622047,0.565217391304348,0.48422159887798,0.79967689822294,0.840407470288625,0.793350357879074
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.76842105 0.72631579 0.76315789 0.72631579 0.70744681],0.620253164556962,0.626582278481013,0.806329113924051,0.930470347648262,0.959915611814346,0.928270042194093,0.666666666666667,0.72289156626506,0.614779116465863,0.662857142857143,0.725,0.625320512820513,0.818720379146919,0.86375,0.805592948717949
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.65789474 0.55263158 0.57894737 0.57894737 0.58333333],0.451612903225806,0.564516129032258,0.804487179487179,1,1,1,0.527777777777778,0.612903225806452,0.451612903225806,0.619718309859155,0.628571428571429,0.555026455026455,0.81570996978852,0.84375,0.803453947368421
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.9375     0.98958333 0.94736842 0.97894737 0.96315789],0.487421383647799,0.468553459119497,0.784276729559748,0.988505747126437,0.991614255765199,0.988469601677149,0.646420824295011,0.973856209150327,0.505109922756982,0.633405639913232,0.960526315789473,0.48929930247305,0.817456093666844,0.982097186700767,0.787459484439492
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.57894737 0.5        0.44736842 0.52631579],0.507936507936508,0.53968253968254,0.810126582278481,1,1,1,0.436363636363636,0.461538461538462,0.501039501039501,0.579710144927536,0.540540540540541,0.53950103950104,0.808917197452229,0.80379746835443,0.810126582278481
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,960,320,320,0.6,0.2,0.2, [0.68229167 0.71875    0.72395833 0.74479167 0.6875    ],0.584375,0.578125,0.786875,0.924037460978148,0.925,0.923958333333333,0.607669616519174,0.605882352941176,0.582941176470588,0.59214501510574,0.636363636363636,0.580230010952903,0.79092581238504,0.802238805970149,0.786797794944874
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.5        0.60714286 0.39285714 0.71428571],0.5625,0.458333333333333,0.8,0.993006993006993,0.986111111111111,0.993055555555556,0.60377358490566,0.64,0.559130434782609,0.518518518518518,0.518518518518518,0.44973544973545,0.808,0.814516129032258,0.799499443826474
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.88888889 0.86805556 0.90140845 0.87323944 0.9084507 ],0.554621848739496,0.659663865546218,0.840336134453782,0.99581589958159,1,0.995798319327731,0.554621848739496,0.532258064516129,0.555602716468591,0.684824902723735,0.666666666666667,0.658805031446541,0.843234323432343,0.833605220228385,0.840546110980744
svm_model_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.55263158 0.65789474 0.65789474 0.52777778],0.451612903225806,0.580645161290323,0.698717948717949,0.819148936170213,0.819148936170213,0.819148936170213,0.514285714285714,0.666666666666667,0.476190476190476,0.657894736842105,0.757575757575758,0.568443051201672,0.718562874251497,0.779220779220779,0.699736971888871
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.5        0.46428571 0.32142857 0.5       ],0.51063829787234,0.361702127659574,0.775423728813559,1,1,1,0.549019607843137,0.7,0.535185185185185,0.423076923076923,0.458333333333333,0.359601449275362,0.783673469387755,0.834782608695652,0.776895436579231
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.93661972 0.92253521 0.8943662  0.96478873 0.95070423],0.508474576271186,0.555084745762712,0.812182741116751,0.998589562764457,0.997183098591549,0.998591549295774,0.472727272727273,0.433333333333333,0.509770114942529,0.502369668246445,0.43801652892562,0.558138699245419,0.805263157894737,0.770134228187919,0.812541516824335
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.96875    0.95789474 0.97894737 0.95789474],0.506289308176101,0.509433962264151,0.80314465408805,1,1,1,0.67223382045929,1,0.5,0.675,1,0.5,0.836382645060115,1,0.801898734177215
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.43333333 0.6        0.53571429 0.60714286 0.60714286],0.520833333333333,0.458333333333333,0.795833333333333,1,1,1,0.465116279069767,0.5,0.517857142857143,0.518518518518518,0.636363636363636,0.472027972027972,0.796680497925311,0.842105263157895,0.798036758563074
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.94791667 0.94210526 0.96315789 0.95789474],0.660377358490566,0.628930817610063,0.857232704402516,0.998950682056663,0.9979035639413,0.99895178197065,0.715789473684211,0.86624203821656,0.662934683704554,0.689473684210526,0.845161290322581,0.634237086879082,0.867483946293053,0.94169835234474,0.857865405885229
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40, zones, lab, svdne,720,240,240,0.6,0.2,0.2, [0.96527778 0.97916667 0.95138889 0.96527778 0.98611111],0.529166666666667,0.504166666666667,0.806666666666666,1,1,1,0.600706713780919,0.674603174603175,0.521512113617377,0.579505300353357,0.661290322580645,0.498748609566185,0.819595645412131,0.863934426229508,0.805696026674076
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.65789474 0.65789474 0.60526316 0.5       ],0.428571428571429,0.53968253968254,0.784810126582278,0.984126984126984,0.978947368421053,0.984210526315789,0.485714285714286,0.548387096774194,0.430443548387097,0.613333333333333,0.71875,0.53679435483871,0.796407185628742,0.841772151898734,0.784810126582278
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.92361111 0.97916667 0.95833333 0.94366197 0.97183099],0.483193277310924,0.504201680672269,0.796140939597315,0.997198879551821,0.994413407821229,0.997206703910614,0.535849056603774,0.581967213114754,0.48063877897117,0.5390625,0.594827586206897,0.506430186546071,0.803238866396761,0.832214765100671,0.796140939597315
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.525      0.52631579 0.47368421 0.55263158 0.42105263],0.53125,0.4375,0.79375,1,1,1,0.482758620689655,0.424242424242424,0.534701857282503,0.333333333333333,0.290322580645161,0.433040078201368,0.782894736842105,0.74375,0.79375
svm_model_N32_B0_E32_nb_zones_8_lab_svd,32,0,32,8, lab, svd,960,320,320,0.6,0.2,0.2, [0.97916667 0.97395833 0.97395833 0.95833333 0.984375  ],0.521875,0.478125,0.8,1,1,1,0.685831622176591,1,0.5,0.646934460887949,1,0.5,0.833333333333333,1,0.8
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.98611111 0.93055556 0.95774648 0.95774648],0.550420168067227,0.508403361344538,0.811241610738255,0.998601398601399,0.997206703910614,0.998603351955307,0.63973063973064,0.785123966942149,0.546408137317228,0.568265682656827,0.652542372881356,0.509604519774011,0.824629773967264,0.886097152428811,0.811115803105162
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32,8, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.890625   0.89583333 0.875      0.89473684 0.91052632],0.588050314465409,0.660377358490566,0.809045226130653,0.933605720122574,0.956066945606695,0.932008368200837,0.55593220338983,0.496969696969697,0.591622103386809,0.656050955414013,0.624242424242424,0.661794414735591,0.808564231738035,0.794554455445545,0.80926702364114
svm_model_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.70833333 0.68229167 0.74210526 0.7        0.68947368],0.547169811320755,0.487421383647799,0.667924528301887,0.759521218715996,0.731656184486373,0.768343815513627,0.513513513513513,0.422222222222222,0.566183574879227,0.419928825622776,0.406896551724138,0.480904923260913,0.647058823529412,0.603491271820449,0.668496904945757
svm_model_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.53333333 0.5        0.64285714 0.64285714 0.64285714],0.4375,0.5,0.7875,1,1,1,0.448979591836735,0.423076923076923,0.438811188811189,0.571428571428571,0.64,0.493913043478261,0.795180722891566,0.804878048780488,0.787054409005628
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.57894737 0.63157895 0.52631579 0.71052632],0.492063492063492,0.492063492063492,0.791139240506329,0.98936170212766,0.978947368421053,0.989473684210526,0.515151515151515,0.472222222222222,0.495370370370371,0.515151515151515,0.566666666666667,0.495454545454545,0.79375,0.788819875776398,0.791184131436586
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.95833333 0.96875    0.94210526 0.93684211],0.471698113207547,0.512578616352201,0.797110552763819,1,1,1,0.641025641025641,1,0.5,0.677754677754678,1,0.5,0.830446194225722,1,0.798377028714107
ensemble_model_N26_B0_E26_nb_zones_8_lab_svd,26,0,26,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.96875    0.96875    0.97368421 0.95789474 0.96315789],0.528301886792453,0.49685534591195,0.80503144654088,1,1,1,0.665178571428571,0.908536585365854,0.515956604371239,0.638009049773756,0.927631578947368,0.515020608750793,0.831887201735358,0.967213114754098,0.805438426887714
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.67857143 0.60714286 0.60714286 0.71428571 0.53571429],0.630434782608696,0.456521739130435,0.810344827586207,0.985507246376812,0.971428571428571,0.985714285714286,0.514285714285714,0.529411764705882,0.609533468559838,0.444444444444444,0.454545454545455,0.456439393939394,0.798165137614679,0.798165137614679,0.809651674498396
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdne,4,0,4,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.86979167 0.91145833 0.875      0.86315789 0.86315789],0.515723270440252,0.506289308176101,0.751884422110553,0.909090909090909,0.878661087866109,0.912133891213389,0.506410256410256,0.52317880794702,0.516080421937582,0.495176848874598,0.47239263803681,0.507164060953889,0.744667097608274,0.727272727272727,0.751761363636364
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svd,32,0,32,8, low_bits_4_shifted_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.97916667 0.9375     0.95263158 0.97368421],0.534591194968553,0.455974842767296,0.798366834170854,1,1,1,0.69672131147541,1,0.5,0.626349892008639,1,0.5,0.831672784478238,1,0.799123904881101
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.96842105 0.96315789 0.97894737 0.96842105],0.531645569620253,0.541139240506329,0.814791403286979,1,1,1,0.649289099526066,0.913333333333333,0.55004016064257,0.672686230248307,0.866279069767442,0.50952842377261,0.838567493112948,0.954830614805521,0.813721039886837
svm_model_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.83333333 0.76666667 0.78571429 0.78571429 0.89285714],0.583333333333333,0.458333333333333,0.808333333333333,1,1,1,0.523809523809524,0.578947368421053,0.582577132486388,0.535714285714286,0.576923076923077,0.447552447552448,0.809917355371901,0.837606837606838,0.809047321242443
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.94270833 0.9375     0.97894737 0.92105263 0.94210526],0.490566037735849,0.477987421383648,0.790566037735849,0.994731296101159,0.989517819706499,0.994758909853249,0.658227848101266,1,0.5,0.646808510638298,1,0.5,0.824088748019017,0.993630573248407,0.79308857854967
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8, zones, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.9375     0.96875    0.9375     0.94270833 0.97368421],0.529780564263323,0.479623824451411,0.802005012531328,1,1,1,0.563953488372093,0.595092024539877,0.528315243039169,0.502994011976048,0.549019607843137,0.482341129222773,0.806845965770171,0.830188679245283,0.8021105693355
svm_model_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.47368421 0.60526316 0.52631579 0.57894737 0.52777778],0.467741935483871,0.451612903225806,0.634615384615385,0.700636942675159,0.585106382978723,0.75,0.377358490566038,0.344827586206897,0.460292580982236,0.37037037037037,0.294117647058824,0.468487394957983,0.568181818181818,0.477707006369427,0.635627696733101
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.84736842 0.88947368 0.84736842 0.82105263 0.84042553],0.490506329113924,0.509493670886076,0.730379746835443,0.878854625550661,0.841772151898734,0.883966244725738,0.348178137651822,0.260606060606061,0.501163957455348,0.419475655430712,0.358974358974359,0.50761217948718,0.70042194092827,0.626415094339623,0.73104194207427
svm_model_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.65789474 0.65789474 0.57894737 0.5       ],0.53968253968254,0.634920634920635,0.791139240506329,0.924731182795699,0.905263157894737,0.926315789473684,0.553846153846154,0.6,0.542424242424243,0.646153846153846,0.65625,0.634576612903226,0.791139240506329,0.796178343949045,0.791170932980812
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.703125   0.796875   0.74210526 0.78421053 0.71052632],0.459119496855346,0.528301886792453,0.694339622641509,0.8165548098434,0.765199161425577,0.828092243186583,0.469135802469136,0.531468531468531,0.465734265734266,0.545454545454545,0.535714285714286,0.527857142857143,0.686046511627907,0.673857868020305,0.694160854209653
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.82291667 0.85416667 0.77368421 0.86842105],0.534591194968553,0.559748427672956,0.748115577889447,0.884102564102564,0.901673640167364,0.881799163179916,0.581920903954802,0.66025641025641,0.536918328584995,0.578313253012048,0.648648648648649,0.56550079491256,0.758579169175196,0.805626598465473,0.749109595529033
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94791667 0.95833333 0.953125   0.94270833 0.97894737],0.542319749216301,0.554858934169279,0.819548872180451,1,1,1,0.645631067961165,0.806060606060606,0.532900432900433,0.655339805825243,0.859872611464968,0.559565935362114,0.838383838383838,0.932584269662921,0.819122323510706
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.36666667 0.4        0.39285714 0.42857143 0.42857143],0.541666666666667,0.625,0.833333333333333,1,1,1,0.620689655172414,0.72,0.533913043478261,0.71875,0.821428571428571,0.585714285714286,0.849624060150376,0.904,0.830260869565217
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.42105263 0.55263158 0.63157895 0.63157895],0.603174603174603,0.571428571428571,0.810126582278481,0.957446808510638,0.947368421052632,0.957894736842105,0.675324675324675,0.702702702702703,0.582120582120582,0.619718309859155,0.758620689655172,0.585192697768763,0.821428571428571,0.857142857142857,0.809216589861751
svm_model_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.85       0.76315789 0.68421053 0.52631579 0.52631579],0.53125,0.546875,0.79375,0.963350785340314,0.958333333333333,0.963541666666667,0.583333333333333,0.538461538461538,0.529230769230769,0.524590163934426,0.615384615384615,0.557692307692308,0.796296296296296,0.801242236024845,0.793702879018712
svm_model_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.57291667 0.58421053 0.61578947 0.51052632 0.59473684],0.495268138801262,0.517350157728707,0.60655737704918,0.665950590762621,0.651260504201681,0.673319327731092,0.565217391304348,0.645962732919255,0.492853161331422,0.56657223796034,0.602409638554217,0.513125349078433,0.62227602905569,0.640099626400996,0.606128995831405
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svd,26,0,26,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94270833 0.96842105 0.96315789 0.94736842 0.95263158],0.570977917981073,0.583596214511041,0.831021437578815,1,1,1,0.685185185185185,0.870588235294118,0.547539015606243,0.688679245283019,0.9125,0.580453821656051,0.851769911504425,0.955334987593052,0.828949545078577
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.86979167 0.890625   0.91578947 0.91052632 0.88421053],0.544025157232704,0.455974842767296,0.794339622641509,0.990536277602524,0.987421383647799,0.990566037735849,0.613333333333333,0.696969696969697,0.538027332144979,0.538666666666667,0.655844155844156,0.462068419385493,0.807760141093474,0.863065326633166,0.794253066339253
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.94791667 0.94791667 0.93157895 0.93157895 0.95789474],0.522012578616352,0.556603773584906,0.815723270440252,1,1,1,0.644859813084112,0.890322580645161,0.531050860874728,0.677345537757437,0.880952380952381,0.537142857142857,0.838922484881803,0.95375,0.814849683544304
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.78125    0.78125    0.80208333 0.85416667 0.8       ],0.539184952978056,0.498432601880878,0.726817042606516,0.86084142394822,0.832985386221294,0.865344467640918,0.56891495601173,0.610062893081761,0.53940644654088,0.506172839506173,0.529032258064516,0.499272226593234,0.726130653266332,0.728877679697352,0.726829873472586
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.53571429 0.60714286 0.67857143 0.53571429],0.468085106382979,0.531914893617021,0.800847457627119,1,1,1,0.509803921568627,0.565217391304348,0.470108695652174,0.541666666666667,0.52,0.532727272727273,0.804979253112033,0.815126050420168,0.800725418372477
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.83854167 0.87894737 0.88421053 0.88421053 0.90526316],0.50788643533123,0.463722397476341,0.784363177805801,0.983193277310924,0.983193277310924,0.983193277310924,0.48,0.455696202531646,0.507722315102301,0.397163120567376,0.354430379746835,0.463378711885996,0.777053455019557,0.752525252525252,0.78432307966313
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.88541667 0.83157895 0.83157895 0.82105263 0.88421053],0.539432176656151,0.646687697160883,0.770491803278688,0.891170431211499,0.911764705882353,0.888655462184874,0.482269503546099,0.430379746835443,0.539089244486904,0.633986928104575,0.617834394904459,0.646417197452229,0.76696542893726,0.757269279393173,0.770458539067656
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.80208333 0.73958333 0.76041667 0.82631579 0.76842105],0.493710691823899,0.49685534591195,0.722361809045226,0.869189189189189,0.841004184100418,0.873430962343096,0.461538461538462,0.43125,0.494106012658228,0.452054794520548,0.417721518987342,0.496360759493671,0.70844327176781,0.674623115577889,0.722361809045226
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdn,16,0,16,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.81770833 0.78125    0.82631579 0.86842105 0.78947368],0.474842767295598,0.518867924528302,0.733962264150943,0.891464699683877,0.886792452830189,0.892033542976939,0.441471571906355,0.431372549019608,0.473262032085562,0.511182108626198,0.481927710843373,0.520569118579581,0.729019859064702,0.714824120603015,0.733986367606293
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.828125   0.85416667 0.875      0.89473684 0.85263158],0.487421383647799,0.474842767295598,0.785804020100502,0.98848167539267,0.98744769874477,0.988493723849372,0.593516209476309,0.74375,0.485799050632911,0.572890025575448,0.708860759493671,0.476305379746835,0.804808242701774,0.883165829145729,0.785804020100502
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.84375    0.86979167 0.88541667 0.91145833 0.86979167],0.55,0.575,0.809375,0.97393117831074,0.972916666666667,0.973958333333333,0.581395348837209,0.641025641025641,0.552220137585991,0.604651162790698,0.619047619047619,0.572681704260652,0.814814814814815,0.83457711442786,0.809248356208905
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.91666667 0.92708333 0.91578947 0.93684211 0.92105263],0.635220125786163,0.584905660377358,0.840880503144654,0.994786235662148,1,0.99475890985325,0.666666666666667,0.768211920529801,0.641590990205021,0.643243243243243,0.708333333333333,0.5775,0.849135360763268,0.894472361809045,0.840813007100996
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.52631579 0.55263158 0.44736842 0.58333333],0.564516129032258,0.532258064516129,0.82051282051282,1,1,1,0.584615384615385,0.655172413793103,0.570010449320794,0.567164179104478,0.633333333333333,0.535416666666667,0.825,0.862745098039216,0.821309655937847
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.68421053 0.5        0.63157895 0.57894737],0.53968253968254,0.444444444444444,0.79746835443038,1,1,1,0.567164179104478,0.575757575757576,0.537878787878788,0.477611940298507,0.516129032258065,0.445564516129032,0.802469135802469,0.817610062893082,0.797340063293675
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.87368421 0.88947368 0.87368421 0.84210526 0.90425532],0.610759493670886,0.610759493670886,0.806329113924051,0.936842105263158,0.938818565400844,0.936708860759494,0.614420062695925,0.636363636363636,0.611391694725028,0.599348534201954,0.585987261146497,0.61060369346633,0.805837563451777,0.808917197452229,0.806345391178945
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16,8, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.82631579 0.81052632 0.78421053 0.78947368 0.84042553],0.528481012658228,0.537974683544304,0.75253164556962,0.896774193548387,0.879746835443038,0.89873417721519,0.570605187319885,0.638709677419355,0.53053496293328,0.585227272727273,0.647798742138365,0.537275167247526,0.759975445058318,0.785532994923858,0.752614982310414
svm_model_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.54166667 0.47916667 0.52083333 0.41304348],0.549295774647887,0.535211267605634,0.715789473684211,0.815450643776824,0.798319327731092,0.819327731092437,0.6,0.666666666666667,0.547619047619048,0.56,0.6,0.536111111111111,0.721649484536082,0.736842105263158,0.71578947368421
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.91145833 0.90625    0.88421053 0.88947368 0.88947368],0.556603773584906,0.562893081761006,0.812578616352201,0.98109243697479,0.979035639412998,0.981132075471698,0.574018126888218,0.60126582278481,0.556882911392405,0.594752186588921,0.653846153846154,0.564577397910731,0.816728167281673,0.839443742098609,0.812713110098115
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.35714286 0.57142857 0.42857143 0.46428571],0.680851063829787,0.468085106382979,0.830508474576271,1,1,1,0.727272727272727,0.8,0.672727272727273,0.509803921568627,0.52,0.464545454545455,0.838709677419355,0.859504132231405,0.829752066115703
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.68421053 0.60526316 0.57894737 0.55263158 0.65789474],0.53968253968254,0.53968253968254,0.816455696202532,1,1,1,0.567164179104478,0.59375,0.538810483870968,0.524590163934426,0.516129032258065,0.539314516129032,0.817610062893082,0.822784810126582,0.816455696202532
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.63333333 0.66666667 0.71428571 0.46428571 0.57142857],0.395833333333333,0.604166666666667,0.8,1,1,1,0.472727272727273,0.481481481481482,0.383597883597884,0.558139534883721,0.545454545454545,0.59965034965035,0.801652892561983,0.801652892561983,0.799986110146538
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.76041667 0.765625   0.78947368 0.72105263],0.59748427672956,0.606918238993711,0.726130653266332,0.822157434402332,0.884937238493724,0.808577405857741,0.663157894736842,0.79746835443038,0.59873417721519,0.643874643874644,0.79020979020979,0.623676323676324,0.752272727272727,0.849807445442875,0.728716760851819
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.65789474 0.55263158 0.52631579 0.63888889],0.387096774193548,0.645161290322581,0.801282051282051,0.98936170212766,0.98936170212766,0.98936170212766,0.472222222222222,0.5,0.375,0.676470588235294,0.696969696969697,0.641588296760711,0.810975609756098,0.826086956521739,0.800460696803916
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.60526316 0.60526316 0.5        0.52777778],0.564516129032258,0.596774193548387,0.833333333333333,1,1,1,0.608695652173913,0.617647058823529,0.558823529411765,0.576271186440678,0.566666666666667,0.595833333333333,0.835443037974684,0.835443037974684,0.833305934571757
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.75       0.85263158 0.81578947 0.78947368 0.8       ],0.618296529968454,0.545741324921136,0.723833543505675,0.832201745877788,0.901260504201681,0.81827731092437,0.661064425770308,0.723926380368098,0.615209943430802,0.555555555555556,0.566037735849057,0.54567709577263,0.744158878504673,0.798245614035088,0.723361385697747
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.74479167 0.80729167 0.71578947 0.78947368],0.625786163522013,0.572327044025157,0.804020100502513,0.942366026289181,0.97489539748954,0.940376569037657,0.668523676880223,0.685714285714286,0.619080919080919,0.592814371257485,0.678082191780822,0.580320165657853,0.814506539833531,0.857321652065081,0.803818455288531
svm_model_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.76666667 0.83333333 0.75       0.75       0.75      ],0.604166666666667,0.5,0.820833333333333,1,1,1,0.654545454545455,0.857142857142857,0.632275132275132,0.625,0.833333333333333,0.5,0.836501901140684,0.94017094017094,0.823744006670836
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.5625     0.64583333 0.54347826 0.65217391],0.527777777777778,0.611111111111111,0.836842105263158,1,1,1,0.552631578947368,0.552631578947368,0.526315789473684,0.631578947368421,0.705882352941176,0.61609907120743,0.84020618556701,0.857894736842105,0.836842105263158
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.65789474 0.60526316 0.68421053 0.68421053 0.75      ],0.661290322580645,0.532258064516129,0.83974358974359,1,1,1,0.676923076923077,0.709677419354839,0.661290322580645,0.524590163934426,0.551724137931034,0.533437826541275,0.840764331210191,0.857142857142857,0.83996383363472
svm_model_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.73684211 0.52631579 0.65789474 0.63157895],0.492063492063492,0.507936507936508,0.787974683544304,0.978723404255319,0.968421052631579,0.978947368421053,0.578947368421053,0.578947368421053,0.469473684210526,0.491803278688525,0.46875,0.508568548387097,0.793846153846154,0.781818181818182,0.788260084286574
svm_model_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.6875     0.64583333 0.67391304 0.73913043],0.527777777777778,0.527777777777778,0.752631578947368,0.88695652173913,0.864406779661017,0.889830508474576,0.54054054054054,0.476190476190476,0.538095238095238,0.54054054054054,0.666666666666667,0.547619047619048,0.751322751322751,0.747368421052632,0.752631578947368
svm_model_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.775      0.76315789 0.71052632 0.65789474 0.52631579],0.53125,0.484375,0.759375,0.927083333333333,0.927083333333333,0.927083333333333,0.615384615384615,0.685714285714286,0.515270935960591,0.521739130434783,0.580645161290323,0.487292277614858,0.772861356932153,0.808641975308642,0.758751367401156
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.97894737 0.95263158 0.93684211 0.96315789],0.54746835443038,0.443037974683544,0.798356510745891,1,1,1,0.706365503080082,0.982857142857143,0.494974670719352,0.610619469026549,0.971830985915493,0.491662619394528,0.831127580730545,0.991161616161616,0.798112453650428
ensemble_model_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.97395833 0.94791667 0.953125   0.95833333 0.96315789],0.517241379310345,0.498432601880878,0.803258145363409,1,1,1,0.461538461538462,0.437086092715232,0.513185903500473,0.466666666666667,0.466666666666667,0.496646942800789,0.796632124352332,0.788461538461538,0.802931749622926
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.64285714 0.71428571 0.67857143 0.82142857],0.531914893617021,0.595744680851064,0.822033898305085,0.992907801418439,0.985915492957746,0.992957746478873,0.541666666666667,0.65,0.547222222222222,0.666666666666667,0.655172413793103,0.577586206896552,0.829268292682927,0.85,0.821551724137931
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.625      0.39583333 0.52083333 0.54347826],0.591549295774648,0.535211267605634,0.818421052631579,0.970212765957447,0.957983193277311,0.970588235294117,0.602739726027397,0.611111111111111,0.591269841269841,0.521739130434783,0.514285714285714,0.534920634920635,0.816976127320955,0.810526315789474,0.818421052631579
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdne,4,0,4,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.90625    0.93229167 0.96842105 0.94210526 0.93157895],0.493710691823899,0.506289308176101,0.79685534591195,0.994753410283316,0.993710691823899,0.99475890985325,0.546478873239437,0.602484472049689,0.492325038572615,0.562674094707521,0.63125,0.505498417721519,0.80623875224955,0.842105263157895,0.796683944710261
svm_model_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.42105263 0.47368421 0.68421053 0.52631579 0.55263158],0.46031746031746,0.507936507936508,0.794303797468354,1,1,1,0.433333333333333,0.433333333333333,0.459090909090909,0.523076923076923,0.515151515151515,0.507575757575758,0.793650793650794,0.791139240506329,0.794303797468354
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.55       0.65789474 0.71052632 0.65789474 0.65789474],0.4375,0.53125,0.784375,0.984293193717278,0.979166666666667,0.984375,0.4375,0.451612903225806,0.437927663734115,0.464285714285714,0.433333333333333,0.525490196078431,0.778135048231511,0.770700636942675,0.784123324606307
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.54166667 0.54166667 0.39583333 0.52173913],0.535211267605634,0.535211267605634,0.81578947368421,0.983050847457627,0.974789915966386,0.983193277310924,0.547945205479452,0.487804878048781,0.54390243902439,0.476190476190476,0.5,0.530487804878049,0.811827956989247,0.794736842105263,0.81578947368421
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.94270833 0.92708333 0.88947368 0.95263158],0.493710691823899,0.537735849056604,0.798994974874372,0.987421383647799,0.985355648535565,0.98744769874477,0.41025641025641,0.337349397590361,0.500911540900444,0.395061728395062,0.322147651006711,0.524979150947143,0.782312925170068,0.725094577553594,0.798717501542755
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.68421053 0.63157895 0.5        0.52631579],0.523809523809524,0.523809523809524,0.806962025316456,0.994708994708995,0.989473684210526,0.994736842105263,0.444444444444444,0.6,0.544186046511628,0.583333333333333,0.552631578947368,0.516315789473684,0.806349206349207,0.830065359477124,0.807670716548378
svm_model_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.68229167 0.70833333 0.71578947 0.73157895],0.531446540880503,0.5,0.687185929648241,0.77326968973747,0.677824267782427,0.801255230125523,0.529968454258675,0.509090909090909,0.532323232323232,0.475247524752475,0.483221476510067,0.499007187959176,0.658436213991769,0.606060606060606,0.686780303030303
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.92105263 0.91578947 0.94210526 0.92631579 0.93617021],0.537974683544304,0.436708860759494,0.790506329113924,0.992561105207226,0.985232067510548,0.992616033755274,0.471014492753623,0.442176870748299,0.531739322948114,0.381944444444444,0.352564102564103,0.435657051282051,0.780066445182724,0.755469755469755,0.78993911185692
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.953125   0.953125   0.94791667 0.97916667 0.96315789],0.664576802507837,0.595611285266458,0.852130325814536,1,1,1,0.693409742120344,0.761006289308176,0.664878144654088,0.661417322834646,0.79746835443038,0.597491941190345,0.860189573459716,0.912060301507538,0.852280150753769
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.95833333 0.97395833 0.95263158 0.95263158],0.60062893081761,0.550314465408805,0.829773869346734,0.998952879581152,0.997907949790795,0.998953974895398,0.680100755667506,0.784883720930232,0.584222682382925,0.636132315521629,0.833333333333333,0.565476190476191,0.844699140401146,0.92125,0.829311868686869
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.6        0.73333333 0.71428571 0.67857143 0.67857143],0.520833333333333,0.5625,0.816666666666667,1,1,1,0.581818181818182,0.571428571428571,0.510714285714286,0.4,0.388888888888889,0.527777777777778,0.811965811965812,0.805084745762712,0.816476799110864
svm_model_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.39583333 0.5        0.52083333 0.54166667 0.5       ],0.507042253521127,0.47887323943662,0.53421052631579,0.52914798206278,0.495798319327731,0.558823529411765,0.426229508196721,0.393939393939394,0.499601275917065,0.519480519480519,0.526315789473684,0.475279106858054,0.509695290858726,0.48421052631579,0.53421052631579
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.97368421 0.93157895 0.94210526 0.92631579 0.95789474],0.477848101265823,0.54746835443038,0.804677623261694,0.998948475289169,1,0.998947368421053,0.638949671772429,1,0.514705882352941,0.703933747412008,1,0.51027397260274,0.836594394500264,1,0.804677623261694
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.47368421 0.55263158 0.60526316 0.55263158 0.58333333],0.564516129032258,0.483870967741936,0.810897435897436,1,1,1,0.597014925373134,0.606060606060606,0.561650992685475,0.542857142857143,0.558823529411765,0.475840336134454,0.818461538461538,0.826086956521739,0.810394471638353
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.90104167 0.9375     0.92105263 0.93157895 0.92105263],0.584905660377358,0.578616352201258,0.822641509433962,0.983228511530398,0.983228511530398,0.983228511530398,0.654450261780105,0.801282051282051,0.588912630579297,0.633879781420765,0.748387096774194,0.582782505442312,0.834312573443008,0.901015228426396,0.823325569325417
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4,8, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.94210526 0.9        0.93157895 0.94736842 0.92021277],0.420886075949367,0.484177215189874,0.778481012658228,0.9957805907173,0.9957805907173,0.9957805907173,0.362369337979094,0.307692307692308,0.429356357927786,0.407272727272727,0.363636363636364,0.481200897867565,0.768211920529801,0.727728983688833,0.778934734500866
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.875      0.91578947 0.90526316 0.88421053 0.91052632],0.49211356466877,0.514195583596215,0.763556116015132,0.935483870967742,0.913865546218487,0.936974789915966,0.468646864686469,0.44375,0.492575636942675,0.476190476190476,0.4375,0.514928343949045,0.754420432220039,0.723618090452261,0.763707779403346
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.63157895 0.68421053 0.5        0.5       ],0.571428571428571,0.492063492063492,0.806962025316456,0.989473684210526,0.989473684210526,0.989473684210526,0.448979591836735,0.379310344827586,0.557302231237323,0.466666666666667,0.4,0.503571428571429,0.795986622073579,0.748427672955975,0.807334855586268
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdne,8,0,8,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.90625    0.90104167 0.92105263 0.9        0.88421053],0.49685534591195,0.50314465408805,0.765408805031447,0.940411700975081,0.909853249475891,0.942348008385744,0.459459459459459,0.39766081871345,0.504952858336317,0.419117647058824,0.39041095890411,0.494624084103218,0.749832327297116,0.704030226700252,0.765331696264699
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.94791667 0.97916667 0.96354167 0.953125   0.94791667],0.55625,0.571875,0.823125,0.995824634655532,0.99375,0.995833333333333,0.645,0.745664739884393,0.539499036608863,0.651399491094148,0.790123456790123,0.569112361306454,0.838378069674472,0.900613496932515,0.821644328084092
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.9        0.93157895 0.91578947 0.91578947 0.89361702],0.515822784810127,0.522151898734177,0.784810126582278,0.961945031712474,0.959915611814346,0.962025316455696,0.571428571428571,0.645569620253165,0.515822784810127,0.564841498559078,0.636363636363636,0.524971941638608,0.793939393939394,0.833333333333333,0.785054575986566
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.625      0.58333333 0.63043478 0.5       ],0.430555555555556,0.541666666666667,0.786842105263158,0.970464135021097,0.974576271186441,0.970338983050847,0.349206349206349,0.366666666666667,0.421428571428571,0.56,0.5,0.55,0.784,0.773684210526316,0.786842105263158
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.55263158 0.65789474 0.55263158 0.61111111],0.645161290322581,0.354838709677419,0.801282051282051,1,1,1,0.633333333333333,0.633333333333333,0.644791666666667,0.354838709677419,0.333333333333333,0.35632183908046,0.8,0.789808917197452,0.801356071501952
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svd,26,0,26, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.9375     0.97916667 0.94791667 0.96354167 0.96315789],0.529780564263323,0.589341692789969,0.823934837092732,1,1,1,0.596774193548387,0.664670658682635,0.523124803025528,0.654353562005277,0.760736196319018,0.585496303287714,0.835576360444705,0.88257107540173,0.823115270864779
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.89583333 0.88020833 0.875      0.88541667 0.92105263],0.504702194357367,0.545454545454545,0.771303258145363,0.932754880694143,0.897703549060543,0.935281837160752,0.509316770186335,0.518987341772152,0.504835285792908,0.551083591331269,0.577922077922078,0.546536796536797,0.767070835992342,0.759797724399494,0.771203210025834
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.8125     0.85416667 0.78645833 0.84895833 0.828125  ],0.634375,0.5625,0.819375,0.967213114754098,0.983333333333333,0.966666666666666,0.658892128279883,0.733766233766234,0.637967454232514,0.585798816568047,0.61875,0.5625,0.825588412794206,0.861460957178841,0.819688294966592
ensemble_model_N32_B0_E32_nb_zones_8_lab_svd,32,0,32,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.97916667 0.95263158 0.94210526 0.97368421],0.569182389937107,0.531446540880503,0.819496855345912,0.998950682056663,0.9979035639413,0.99895178197065,0.704103671706264,0.976047904191617,0.547626601102431,0.676789587852495,0.934131736526946,0.510112225879367,0.847096430474161,0.980271270036991,0.816194685082681
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.97916667 0.95789474 0.95789474 0.96315789 0.94210526],0.504731861198738,0.520504731861199,0.805170239596469,1,1,1,0.574525745257453,0.666666666666667,0.5042194092827,0.62,0.751515151515152,0.510625996810207,0.820453224869262,0.8825,0.80448155216285
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93157895 0.93684211 0.90526316 0.91052632 0.91578947],0.541139240506329,0.528481012658228,0.788874841972187,0.957983193277311,0.96,0.957894736842105,0.666666666666667,0.895061728395062,0.531946448613115,0.665168539325843,0.925,0.523397435897436,0.817685589519651,0.939774153074028,0.787721471441473
svm_model_N40_B0_E40_nb_zones_8_lab_svd,40,0,40,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.97916667 0.96315789 0.96315789 0.95789474],0.537735849056604,0.50314465408805,0.808176100628931,1,1,1,0.699386503067485,1,0.5,0.669456066945607,1,0.5,0.841228526808954,1,0.804987212276215
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.95263158 0.94210526 0.95789474 0.94736842],0.474683544303798,0.496835443037975,0.79456384323641,1,1,1,0.643776824034335,1,0.5,0.66384778012685,1,0.5,0.827951296982531,1,0.796875
svm_model_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.76315789 0.68421053 0.73684211 0.63157895],0.625,0.53125,0.778125,0.909090909090909,0.885416666666667,0.911458333333333,0.707317073170732,0.743589743589744,0.591794871794872,0.516129032258065,0.571428571428571,0.535714285714286,0.785498489425982,0.797546012269939,0.777753897854714
ensemble_model_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.92708333 0.9375     0.93157895 0.94210526 0.97368421],0.515723270440252,0.531446540880503,0.809433962264151,1,1,1,0.465277777777778,0.458904109589041,0.511428798980567,0.491467576791809,0.439024390243902,0.534447260057016,0.802605863192182,0.782719186785261,0.809167812570712
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.89473684 0.86842105 0.88947368 0.90526316],0.455696202531646,0.509493670886076,0.760429835651075,0.94468085106383,0.934736842105263,0.945263157894737,0.469135802469136,0.457831325301205,0.455582329317269,0.478114478114478,0.473333333333333,0.507751004016064,0.757206918641896,0.747155499367889,0.760429835651074
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.58333333 0.54166667 0.5        0.65217391],0.52112676056338,0.464788732394366,0.810526315789474,1,1,1,0.5,0.548387096774194,0.524193548387097,0.472222222222222,0.425,0.470564516129032,0.809523809523809,0.805263157894737,0.810526315789474
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.86979167 0.86458333 0.84210526 0.88947368 0.85263158],0.628930817610063,0.644654088050314,0.848427672955975,0.989561586638831,0.993710691823899,0.989517819706499,0.63125,0.643312101910828,0.629109467104482,0.631921824104234,0.595092024539877,0.645933109044132,0.84794952681388,0.843161856963614,0.848440953702488
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.95833333 0.95833333 0.97894737 0.96842105 0.94736842],0.566037735849057,0.522012578616352,0.817610062893082,1,1,1,0.672985781990521,0.865853658536585,0.556303452644916,0.65296803652968,0.934640522875817,0.537017231134878,0.84013230429989,0.959697732997481,0.817788564991203
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.425      0.44736842 0.5        0.5        0.52631579],0.53125,0.546875,0.815625,1,1,1,0.583333333333333,0.65625,0.53125,0.524590163934426,0.533333333333333,0.546078431372549,0.818461538461538,0.841772151898734,0.815947804344429
svm_model_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.39473684 0.5        0.57894737 0.60526316 0.58333333],0.435483870967742,0.370967741935484,0.762820512820513,1,1,1,0.520547945205479,0.633333333333333,0.441666666666667,0.450704225352113,0.516129032258065,0.370967741935484,0.77710843373494,0.832258064516129,0.763262790219848
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.91052632 0.9        0.87894737 0.85263158 0.85789474],0.528481012658228,0.579113924050633,0.814159292035398,0.987368421052632,0.987368421052632,0.987368421052632,0.547112462006079,0.559006211180124,0.527890202364256,0.588235294117647,0.605095541401274,0.579277330449065,0.816479400749064,0.824716267339218,0.814132531641726
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdn,16,0,16,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.84375    0.89583333 0.88947368 0.85263158 0.81052632],0.525157232704403,0.468553459119497,0.791823899371069,0.98848167539267,0.989517819706499,0.988469601677149,0.462633451957295,0.416666666666667,0.523148148148148,0.389891696750903,0.339622641509434,0.468553459119497,0.781229345670853,0.746212121212121,0.791652426520848
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svd,40,0,40,8, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.953125   0.984375   0.96354167 0.96875    0.97894737],0.517241379310345,0.4858934169279,0.800751879699248,1,1,1,0.681818181818182,1,0.5,0.654008438818565,1,0.5,0.834029227557411,1,0.800501882057716
svm_model_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.625      0.5625     0.60869565 0.58695652],0.541666666666667,0.569444444444444,0.792105263157895,0.936170212765957,0.932203389830508,0.936440677966102,0.56,0.567567567567568,0.540926640926641,0.563380281690141,0.571428571428571,0.569498069498069,0.792650918635171,0.794736842105263,0.792105263157895
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svd,32,0,32,8, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96354167 0.97395833 0.96875    0.96875    0.94736842],0.520376175548589,0.495297805642633,0.803258145363409,1,1,1,0.634844868735083,0.815950920245399,0.51374469089193,0.598503740648379,0.794701986754967,0.510446231472722,0.823397075365579,0.923076923076923,0.804004214963119
svm_model_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.54166667 0.5625     0.56521739 0.63043478],0.458333333333333,0.486111111111111,0.547368421052632,0.644444444444444,0.73728813559322,0.593220338983051,0.493506493506494,0.542857142857143,0.460617760617761,0.493150684931507,0.486486486486487,0.486100386100386,0.59047619047619,0.652631578947368,0.547368421052632
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86979167 0.83684211 0.83157895 0.80526316 0.83157895],0.615141955835962,0.643533123028391,0.832282471626734,0.96813977389517,0.989495798319328,0.967436974789916,0.63905325443787,0.658536585365854,0.613582018173123,0.672463768115942,0.720496894409938,0.642299729256251,0.839371980676328,0.867665418227216,0.83192188108813
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.94210526 0.96315789 0.95263158 0.96842105],0.512658227848101,0.449367088607595,0.792667509481669,1,1,1,0.5625,0.611111111111111,0.51010101010101,0.5,0.557692307692308,0.450721153846154,0.801212121212121,0.833543505674653,0.792563894789164
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.86458333 0.92708333 0.91145833 0.91145833 0.90526316],0.557993730407524,0.542319749216301,0.81140350877193,0.985416666666667,0.987473903966597,0.985386221294363,0.54368932038835,0.535031847133758,0.557639380357002,0.573099415204678,0.579881656804734,0.539940828402367,0.813159528243327,0.813664596273292,0.811383499148024
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.94791667 0.95833333 0.96842105 0.92631579 0.91578947],0.562893081761006,0.49685534591195,0.810691823899371,0.997899159663866,0.9958071278826,0.9979035639413,0.709812108559499,0.971428571428571,0.517182817182817,0.641255605381166,0.966216216216216,0.527225755166932,0.839637719765583,0.985,0.809588607594937
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.9375     0.94791667 0.94210526 0.94736842 0.96315789],0.518867924528302,0.506289308176101,0.80188679245283,0.994742376445846,0.991614255765199,0.994758909853249,0.683229813664596,1,0.5,0.67223382045929,1,0.5,0.83533716675379,0.995018679950187,0.799923571233035
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.85416667 0.84895833 0.83333333 0.80208333 0.78125   ],0.5875,0.559375,0.739375,0.863117870722433,0.945833333333333,0.85,0.666666666666667,0.819875776397515,0.586038517129575,0.653562653562654,0.796407185628742,0.548530390199992,0.775202156334232,0.889851485148515,0.73785503550355
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.86458333 0.890625   0.83854167 0.921875   0.86979167],0.440625,0.446875,0.765625,0.980269989615784,0.983333333333333,0.980208333333333,0.544529262086514,0.66875,0.440625,0.542635658914729,0.668789808917197,0.450959321636513,0.784853700516351,0.858218318695107,0.765970927716171
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,948,316,316,0.6,0.2,0.2, [0.95789474 0.98421053 0.95789474 0.93684211 0.96808511],0.496835443037975,0.5,0.799367088607595,1,1,1,0.622327790973872,0.766081871345029,0.472696108086308,0.608910891089109,0.759259259259259,0.493265993265993,0.821206993795826,0.902106567534077,0.797107617531592
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.96842105 0.94736842 0.94736842 0.96315789 0.94680851],0.582278481012658,0.503164556962025,0.817088607594937,1,1,1,0.66497461928934,0.789156626506024,0.571244979919679,0.58575197889182,0.707006369426751,0.504446580939791,0.832074375363161,0.898368883312422,0.816361964006147
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.47368421 0.47368421 0.47368421 0.63157895],0.476190476190476,0.523809523809524,0.784810126582278,0.973262032085561,0.957894736842105,0.973684210526316,0.492307692307692,0.5,0.475806451612903,0.516129032258065,0.5,0.524193548387097,0.78343949044586,0.773584905660377,0.784881624804711
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.45833333 0.45833333 0.375      0.56521739 0.54347826],0.486111111111111,0.569444444444444,0.8,0.965811965811966,0.957627118644068,0.966101694915254,0.519480519480519,0.526315789473684,0.48374613003096,0.586666666666667,0.647058823529412,0.573529411764706,0.803108808290155,0.81578947368421,0.8
svm_model_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.68421053 0.65789474 0.84210526 0.76315789 0.58333333],0.419354838709678,0.483870967741936,0.782051282051282,1,1,1,0.485714285714286,0.708333333333333,0.472587719298246,0.58974358974359,0.676470588235294,0.463235294117647,0.797619047619047,0.881578947368421,0.78453947368421
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.88541667 0.90104167 0.85263158 0.90526316 0.91578947],0.650943396226415,0.685534591194968,0.854088050314465,0.978193146417446,0.987421383647799,0.977987421383648,0.702412868632708,0.798780487804878,0.646143490655686,0.720670391061452,0.772455089820359,0.680929531665147,0.863046044864227,0.90470297029703,0.853246625813476
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.75       0.72395833 0.70526316 0.74210526 0.78421053],0.588050314465409,0.581761006289308,0.815094339622642,0.969135802469136,0.987421383647799,0.968553459119497,0.606606606606607,0.643312101910828,0.588736796297029,0.605341246290801,0.653846153846154,0.58309591642925,0.82095006090134,0.853164556962025,0.815332278481013
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.42105263 0.63157895 0.52631579 0.69444444],0.5,0.451612903225806,0.791666666666667,1,1,1,0.586666666666667,0.628571428571429,0.480952380952381,0.451612903225806,0.4375,0.452083333333333,0.8,0.807453416149068,0.79114392661758
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.72916667 0.64583333 0.47916667 0.7173913 ],0.52112676056338,0.492957746478873,0.794736842105263,0.96551724137931,0.941176470588235,0.966386554621849,0.552631578947368,0.6,0.522222222222222,0.454545454545455,0.416666666666667,0.494047619047619,0.79144385026738,0.778947368421053,0.794736842105263
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.45833333 0.64583333 0.58695652 0.47826087],0.444444444444444,0.569444444444444,0.813157894736842,1,1,1,0.375,0.428571428571429,0.441558441558442,0.607594936708861,0.545454545454545,0.576298701298701,0.812664907651715,0.810526315789474,0.813157894736842
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.97395833 0.94791667 0.97916667 0.96842105 0.95263158],0.465408805031447,0.522012578616352,0.797110552763819,0.998952879581152,0.997907949790795,0.998953974895398,0.455128205128205,0.420118343195266,0.4684484333426,0.457142857142857,0.435374149659864,0.51593268886502,0.791208791208791,0.770780856423174,0.797044563549933
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,954,318,318,0.6,0.2,0.2, [0.95833333 0.9375     0.96315789 0.93684211 0.93684211],0.459119496855346,0.518867924528302,0.791194968553459,0.992639327024185,0.989517819706499,0.992662473794549,0.445161290322581,0.442307692307692,0.458808167141501,0.526315789473684,0.502958579881657,0.519935665779755,0.79040404040404,0.780548628428928,0.79128954264086
svm_model_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.58333333 0.5625     0.64583333 0.625      0.52083333],0.514285714285714,0.542857142857143,0.705263157894737,0.794642857142857,0.741666666666667,0.808333333333333,0.46875,0.441176470588235,0.512254901960784,0.578947368421053,0.611111111111111,0.540849673202614,0.692307692307692,0.663157894736842,0.705263157894737
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.71052632 0.55263158 0.76315789 0.57894737],0.555555555555556,0.476190476190476,0.806962025316456,1,1,1,0.631578947368421,0.6,0.539130434782609,0.459016393442623,0.538461538461538,0.485446985446985,0.813455657492355,0.826086956521739,0.806591865357644
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.57894737 0.60526316 0.60526316 0.63157895],0.523809523809524,0.380952380952381,0.778481012658228,0.994708994708995,0.989473684210526,0.994736842105263,0.53125,0.5,0.525862068965517,0.360655737704918,0.34375,0.381552419354839,0.777070063694267,0.75776397515528,0.77888198757764
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.95833333 0.94736842 0.94736842 0.94736842 0.95263158],0.520504731861199,0.504731861198738,0.797604035308953,0.987341772151899,0.983193277310924,0.987394957983193,0.560693641618497,0.567251461988304,0.516502443322919,0.474916387959866,0.461038961038961,0.503525615488806,0.7984934086629,0.794007490636704,0.797640687993511
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92631579 0.95263158 0.94210526 0.95789474 0.95263158],0.481012658227848,0.55379746835443,0.804677623261694,0.995771670190275,0.991578947368421,0.995789473684211,0.541899441340782,0.57396449704142,0.474057078452683,0.602816901408451,0.672955974842767,0.553038496975524,0.81374321880651,0.840597758405978,0.804124296404529
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.36842105 0.39473684 0.5        0.60526316 0.52631579],0.476190476190476,0.428571428571429,0.781645569620253,1,1,1,0.476190476190476,0.46875,0.476310483870968,0.419354838709678,0.419354838709678,0.428427419354839,0.780952380952381,0.778481012658228,0.781645569620253
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.5625     0.5        0.75       0.52083333 0.60416667],0.514285714285714,0.557142857142857,0.8,0.95397489539749,0.95,0.954166666666667,0.451612903225806,0.4375,0.508223684210526,0.575342465753425,0.552631578947368,0.557565789473684,0.796791443850267,0.78421052631579,0.8
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.47916667 0.45833333 0.41304348 0.54347826],0.5,0.5,0.807894736842105,0.9957805907173,1,0.995762711864407,0.485714285714286,0.515151515151515,0.501165501165501,0.560975609756097,0.58974358974359,0.491841491841492,0.812339331619537,0.831578947368421,0.807894736842105
ensemble_model_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.96875    0.921875   0.94736842 0.97368421 0.96842105],0.481132075471698,0.50314465408805,0.79685534591195,1,1,1,0.412811387900356,0.379084967320261,0.477421271538919,0.490322580645161,0.481012658227848,0.503006329113924,0.790938511326861,0.775380710659898,0.796667911439675
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.94736842 0.93157895 0.87894737 0.93157895 0.94680851],0.579113924050633,0.572784810126582,0.824050632911392,0.989429175475687,0.987341772151899,0.989451476793249,0.612244897959184,0.596590909090909,0.576866883116883,0.554455445544555,0.579310344827586,0.573280903407945,0.82537688442211,0.826415094339623,0.824035572647518
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.92631579 0.92631579 0.94210526 0.93684211],0.518987341772152,0.537974683544304,0.810366624525916,0.997894736842105,0.997894736842105,0.997894736842105,0.560693641618497,0.633986928104575,0.522514936444926,0.598901098901099,0.664634146341463,0.532974967907574,0.819277108433735,0.858585858585859,0.810305587520777
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.47916667 0.58333333 0.65217391 0.56521739],0.638888888888889,0.486111111111111,0.834210526315789,1,1,1,0.675,0.75,0.638888888888889,0.531645569620253,0.583333333333333,0.486111111111111,0.840506329113924,0.873684210526316,0.834210526315789
svm_model_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.44736842 0.42105263 0.60526316 0.60526316 0.58333333],0.596774193548387,0.370967741935484,0.519230769230769,0.632478632478632,0.787234042553192,0.542553191489362,0.71264367816092,0.96875,0.584375,0.48,0.857142857142857,0.489547038327526,0.621212121212121,0.836734693877551,0.536549165120594
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.60526316 0.65789474 0.63157895 0.60526316],0.523809523809524,0.46031746031746,0.791139240506329,0.989473684210526,0.989473684210526,0.989473684210526,0.5,0.483870967741936,0.523185483870968,0.413793103448276,0.428571428571429,0.457142857142857,0.785714285714286,0.785714285714286,0.791005291005291
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.91666667 0.94791667 0.96875    0.91052632 0.92631579],0.537735849056604,0.537735849056604,0.809045226130653,0.989561586638831,0.99163179916318,0.989539748953975,0.544891640866873,0.578947368421053,0.539473684210526,0.576368876080692,0.606060606060606,0.535056446821153,0.813267813267813,0.832704402515723,0.809074911420973
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdne,8,0,8,8, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.92631579 0.91578947 0.90526316 0.93684211 0.92553191],0.569620253164557,0.525316455696203,0.813291139240506,0.990496304118268,0.989451476793249,0.990506329113924,0.597633136094674,0.580459770114943,0.568398899141978,0.503311258278146,0.527777777777778,0.525516795865633,0.81411468178954,0.815656565656566,0.813285135620161
svm_model_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.68421053 0.65789474 0.65789474 0.57894737],0.587301587301587,0.571428571428571,0.775316455696203,0.905263157894737,0.905263157894737,0.905263157894737,0.48,0.444444444444444,0.569444444444444,0.526315789473684,0.416666666666667,0.597222222222222,0.760942760942761,0.715189873417722,0.775316455696203
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8,8, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.95833333 0.953125   0.93229167 0.94270833 0.9375    ],0.55625,0.553125,0.816875,0.991666666666667,0.991666666666667,0.991666666666667,0.620320855614973,0.778523489932886,0.570548294674045,0.652068126520681,0.812121212121212,0.544770283479961,0.832091690544413,0.914357682619647,0.817600677538112
svm_model_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.54166667 0.54166667 0.625      0.60869565],0.563380281690141,0.619718309859155,0.778947368421053,0.882882882882883,0.823529411764706,0.890756302521008,0.523076923076923,0.53125,0.560496794871795,0.674698795180723,0.717948717948718,0.608974358974359,0.772972972972973,0.752631578947368,0.778947368421053
svm_model_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58,10, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.5625     0.45833333 0.58333333 0.52083333 0.52083333],0.485714285714286,0.514285714285714,0.571052631578947,0.620408163265306,0.633333333333333,0.6125,0.485714285714286,0.45945945945946,0.487305487305487,0.46875,0.454545454545455,0.511056511056511,0.569920844327177,0.568421052631579,0.571052631578947
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.953125   0.94791667 0.9        0.89473684],0.455974842767296,0.487421383647799,0.78391959798995,0.991578947368421,0.985355648535565,0.99163179916318,0.545931758530184,0.679738562091503,0.464111705288176,0.56763925729443,0.644578313253012,0.480183893468611,0.798594847775176,0.855708908406525,0.783829296970558
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.5625     0.5        0.6875     0.67391304],0.436619718309859,0.549295774647887,0.778947368421053,0.949579831932773,0.949579831932773,0.949579831932773,0.45945945945946,0.45945945945946,0.435612082670906,0.578947368421053,0.647058823529412,0.553259141494436,0.783505154639175,0.8,0.778947368421053
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.86315789 0.83157895 0.9        0.87368421 0.86170213],0.54746835443038,0.626582278481013,0.820253164556962,0.976066597294485,0.989451476793249,0.975738396624473,0.626631853785901,0.769230769230769,0.550240384615385,0.682795698924731,0.788819875776398,0.623442195952715,0.834498834498834,0.905183312262958,0.820145521784204
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.44736842 0.55263158 0.47368421 0.52631579],0.507936507936508,0.46031746031746,0.794303797468354,1,1,1,0.523076923076923,0.548387096774194,0.508568548387097,0.5,0.5,0.456896551724138,0.798761609907121,0.80625,0.794150641025641
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.93229167 0.95833333 0.94210526 0.93684211 0.92105263],0.556603773584906,0.518867924528302,0.811949685534591,0.994775339602926,0.9979035639413,0.99475890985325,0.609418282548477,0.628571428571429,0.548551448551449,0.543283582089552,0.654676258992806,0.534042040110928,0.819116757410768,0.855878634639697,0.812169605179673
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.9375     0.96354167 0.95263158 0.96842105 0.94210526],0.556603773584906,0.635220125786163,0.837735849056604,0.998950682056663,0.9979035639413,0.99895178197065,0.627968337730871,0.772727272727273,0.563192904656319,0.702564102564103,0.845679012345679,0.631172839506173,0.850174216027875,0.923076923076923,0.837950004825789
svm_model_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.58333333 0.64583333 0.625      0.63043478],0.507042253521127,0.619718309859155,0.802631578947369,0.946502057613169,0.966386554621849,0.945378151260504,0.578313253012048,0.666666666666667,0.504761904761905,0.64,0.685714285714286,0.620634920634921,0.812967581047382,0.857894736842105,0.802631578947369
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.8125     0.80208333 0.81578947 0.82105263 0.83157895],0.616352201257862,0.60062893081761,0.784905660377359,0.905775075987842,0.937106918238994,0.90251572327044,0.628048780487805,0.66025641025641,0.617165242165242,0.62089552238806,0.68421052631579,0.604153455928979,0.792727272727273,0.83312101910828,0.785504608933022
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.953125   0.96354167 0.96315789 0.94736842 0.94210526],0.544025157232704,0.544025157232704,0.817610062893082,1,1,1,0.638403990024938,0.810126582278481,0.54568829113924,0.652278177458034,0.86624203821656,0.548027851406417,0.836343115124154,0.935606060606061,0.818053656869446
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.76315789 0.65789474 0.55263158 0.68421053],0.492063492063492,0.555555555555556,0.810126582278481,1,1,1,0.542857142857143,0.558823529411765,0.48630831643002,0.5625,0.545454545454545,0.556060606060606,0.814814814814815,0.814814814814815,0.81000481000481
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.89583333 0.88947368 0.87368421 0.92631579 0.86842105],0.602523659305994,0.533123028391167,0.822824716267339,0.992654774396642,0.993697478991597,0.992647058823529,0.635838150289017,0.647058823529412,0.599039615846338,0.564705882352941,0.611464968152866,0.533857484076433,0.828553996339231,0.845579078455791,0.822534111386261
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.54166667 0.47916667 0.54347826 0.54347826],0.555555555555556,0.569444444444444,0.831578947368421,0.995744680851064,0.991525423728814,0.995762711864407,0.567567567567568,0.636363636363636,0.561771561771562,0.617283950617284,0.641025641025641,0.562937062937063,0.835897435897436,0.857894736842105,0.831578947368421
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.5        0.5        0.47826087 0.5       ],0.541666666666667,0.472222222222222,0.813157894736842,1,1,1,0.547945205479452,0.588235294117647,0.544117647058824,0.457142857142857,0.421052631578947,0.475232198142415,0.812664907651715,0.810526315789474,0.813157894736842
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87368421 0.80526316 0.83684211 0.86842105 0.86842105],0.604430379746835,0.55379746835443,0.814159292035398,0.971134020618557,0.991578947368421,0.970526315789474,0.63768115942029,0.700636942675159,0.605035452469655,0.60056657223796,0.67948717948718,0.55536858974359,0.823741007194245,0.871827411167513,0.814377181654285
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16, zones, lab, svdn,948,316,316,0.6,0.2,0.2, [0.96842105 0.94210526 0.97368421 0.94736842 0.93617021],0.531645569620253,0.468354430379747,0.799367088607595,0.998946259220232,1,0.998945147679325,0.55952380952381,0.626666666666667,0.536224899598394,0.502958579881657,0.562913907284768,0.472366044551475,0.804682686383241,0.84258064516129,0.800172310158285
svm_model_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.65625    0.66315789 0.68947368 0.70526316 0.64210526],0.460567823343849,0.523659305993691,0.657629255989912,0.734055354993983,0.640756302521008,0.767857142857143,0.44299674267101,0.395348837209302,0.46663993584603,0.470175438596491,0.435064935064935,0.52121344912756,0.61841180604357,0.548628428927681,0.658880540994453
svm_model_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.48275862 0.44827586 0.41071429 0.57142857],0.468085106382979,0.553191489361702,0.681578947368421,0.723247232472325,0.685314685314685,0.737762237762238,0.509803921568627,0.52,0.464545454545455,0.533333333333333,0.545454545454545,0.552727272727273,0.670299727520436,0.647368421052632,0.681578947368421
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.875      0.91666667 0.91578947 0.91052632 0.90526316],0.515723270440252,0.493710691823899,0.79748427672956,0.992670157068063,0.993710691823899,0.992662473794549,0.590425531914894,0.676829268292683,0.510492556224263,0.57742782152231,0.674846625766871,0.489036216109242,0.811915887850467,0.864427860696517,0.796717747142152
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.85416667 0.88541667 0.87368421 0.87894737 0.87368421],0.477987421383648,0.584905660377358,0.787421383647799,0.958071278825996,0.958071278825996,0.958071278825996,0.531073446327684,0.56969696969697,0.474390968508616,0.609467455621302,0.656050955414013,0.585789452862286,0.794653705953827,0.818523153942428,0.78726410541622
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.42105263 0.44736842 0.5        0.47368421],0.428571428571429,0.53968253968254,0.794303797468354,1,1,1,0.4,0.444444444444444,0.430555555555555,0.567164179104478,0.5,0.55,0.794952681388013,0.7875,0.794391025641026
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,960,320,320,0.6,0.2,0.2, [0.921875   0.890625   0.890625   0.89583333 0.93229167],0.53125,0.546875,0.810625,0.991683991683992,0.99375,0.991666666666667,0.553571428571429,0.584905660377358,0.531583264971288,0.574780058651026,0.644736842105263,0.551535087719298,0.815131177547285,0.844500632111252,0.811001861173055
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.94270833 0.93229167 0.97894737 0.97368421 0.95789474],0.534591194968553,0.515723270440252,0.808176100628931,0.996858638743456,0.9979035639413,0.996855345911949,0.58659217877095,0.640243902439024,0.531160912258473,0.588235294117647,0.69620253164557,0.516851265822785,0.819205690574985,0.864831038798498,0.807889602837934
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.60416667 0.64583333 0.64583333 0.58695652],0.549295774647887,0.450704225352113,0.807894736842105,0.991596638655462,0.991596638655462,0.991596638655462,0.58974358974359,0.58974358974359,0.544871794871795,0.493506493506494,0.59375,0.463541666666667,0.814249363867684,0.842105263157895,0.807894736842105
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.890625   0.91145833 0.94736842 0.91578947],0.471698113207547,0.528301886792453,0.796482412060301,0.993736951983299,0.99581589958159,0.993723849372385,0.545945945945946,0.597633136094675,0.46324609824868,0.587912087912088,0.690322580645161,0.532277854739759,0.808510638297872,0.85286783042394,0.796054168376527
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svd,32,0,32, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.953125   0.94736842 0.96842105 0.95789474],0.522012578616352,0.518867924528302,0.808176100628931,1,1,1,0.654545454545454,0.883435582822086,0.512685533346527,0.645011600928074,0.908496732026144,0.533036244800951,0.832876712328767,0.958385876418663,0.808553038585743
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.65789474 0.5        0.57894737 0.52777778],0.548387096774194,0.419354838709678,0.782051282051282,0.978494623655914,0.968085106382979,0.978723404255319,0.533333333333333,0.516129032258065,0.548387096774194,0.5,0.620689655172414,0.431556948798328,0.786163522012579,0.811688311688312,0.782426434325169
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.64583333 0.54166667 0.54347826 0.54347826],0.486111111111111,0.486111111111111,0.786842105263158,0.96969696969697,0.949152542372881,0.970338983050847,0.47887323943662,0.53125,0.490625,0.531645569620253,0.525,0.48125,0.78740157480315,0.789473684210526,0.786842105263158
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.96315789 0.96315789 0.96315789 0.93684211 0.96808511],0.506329113924051,0.575949367088608,0.815822784810127,0.998946259220232,1,0.998945147679325,0.621359223300971,0.876712328767123,0.532473811442385,0.69683257918552,0.911242603550296,0.550859397013243,0.838602329450915,0.958174904942966,0.816002749563771
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.91666667 0.890625   0.88947368 0.9        0.9       ],0.421383647798742,0.490566037735849,0.775471698113208,0.988457502623295,0.987421383647799,0.988469601677149,0.465116279069767,0.496894409937888,0.420421727261938,0.562162162162162,0.654088050314465,0.490566037735849,0.785842831433713,0.821831869510665,0.775354774604008
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.5        0.54166667 0.58333333 0.56521739],0.492957746478873,0.52112676056338,0.81578947368421,1,1,1,0.526315789473684,0.5,0.491935483870968,0.540540540540541,0.645161290322581,0.53508064516129,0.819587628865979,0.836842105263158,0.815789473684211
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83333333 0.84895833 0.84375    0.83333333 0.82105263],0.520376175548589,0.479623824451411,0.75187969924812,0.91886195995785,0.910229645093946,0.919624217118998,0.551319648093842,0.566265060240964,0.518426647767541,0.536312849162011,0.592592592592593,0.477824958716679,0.759708737864078,0.775712515489467,0.751607842028637
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.78125    0.83333333 0.83157895 0.84210526 0.80526316],0.60377358490566,0.660377358490566,0.828930817610063,0.961303462321792,0.989517819706499,0.960167714884696,0.627218934911243,0.67515923566879,0.60466036317601,0.6625,0.670886075949367,0.660443037974683,0.834146341463415,0.863636363636364,0.829061289587605
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.93229167 0.95789474 0.97368421 0.95789474 0.96842105],0.548895899053628,0.545741324921136,0.819041614123581,1,1,1,0.620689655172414,0.806896551724138,0.569145950280674,0.634517766497462,0.730994152046784,0.529880637667227,0.833430063842136,0.906565656565657,0.81915184591507
ensemble_model_N40_B0_E40_nb_zones_8_lab_svd,40,0,40,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.96875    0.97395833 0.95789474 0.94736842],0.556603773584906,0.594339622641509,0.829773869346734,0.998955067920585,1,0.998953974895398,0.635658914728682,0.745454545454545,0.549197860962567,0.661417322834646,0.828947368421053,0.604232720355105,0.842898550724638,0.914465408805031,0.82988013225697
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.53448276 0.68965517 0.55357143 0.58928571],0.553191489361702,0.553191489361702,0.886842105263158,0.996491228070176,0.993006993006993,0.996503496503496,0.618181818181818,0.739130434782609,0.557065217391304,0.618181818181818,0.708333333333333,0.54981884057971,0.891139240506329,0.926315789473684,0.886842105263158
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.91145833 0.890625   0.9        0.85789474 0.91052632],0.581761006289308,0.628930817610063,0.830188679245283,0.980351602895553,0.993710691823899,0.980083857442348,0.58307210031348,0.596153846153846,0.582027540360874,0.656976744186046,0.689024390243902,0.626979727589484,0.834355828220859,0.853199498117942,0.830130644393145
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.83157895 0.8        0.84736842 0.82631579 0.84042553],0.522151898734177,0.481012658227848,0.760759493670886,0.933474128827878,0.932489451476793,0.933544303797468,0.438661710037175,0.388157894736842,0.517249679075738,0.388059701492537,0.333333333333333,0.479166666666667,0.745283018867925,0.707161125319693,0.760222166669872
svm_model_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.60526316 0.68421053 0.68421053 0.65789474],0.492063492063492,0.507936507936508,0.800632911392405,1,1,1,0.6,0.685714285714286,0.467857142857143,0.586666666666667,0.6875,0.505040322580645,0.817391304347826,0.87037037037037,0.798821548821549
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdn,26,0,26,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.88541667 0.91666667 0.8125     0.85789474 0.86315789],0.474842767295598,0.477987421383648,0.754396984924623,0.93763440860215,0.912133891213389,0.939330543933054,0.48297213622291,0.490566037735849,0.474842767295598,0.474683544303798,0.490196078431373,0.47843137254902,0.750796685787126,0.745569620253165,0.754330944789924
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.91666667 0.85416667 0.89473684 0.9        0.91052632],0.666666666666667,0.660377358490566,0.859119496855346,0.989626556016598,1,0.989517819706499,0.674846625766871,0.674846625766871,0.666455570947952,0.6625,0.666666666666667,0.660377358490566,0.860869565217391,0.867334167709637,0.859077956168346
svm_model_N4_B0_E4_nb_zones_10_lab_svd,4,0,4,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.97058824 0.95798319 0.96638655 0.97058824],0.508379888268156,0.491620111731844,0.812368972746331,1,1,1,0.674074074074074,1,0.5,0.659176029962547,1,0.5,0.842012356575463,1,0.812368972746331
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.60416667 0.64583333 0.63043478 0.60869565],0.527777777777778,0.527777777777778,0.810526315789474,0.983050847457627,0.983050847457627,0.983050847457627,0.564102564102564,0.536585365853659,0.526357199055862,0.527777777777778,0.612903225806452,0.538158929976397,0.813471502590673,0.826315789473684,0.810526315789474
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.96354167 0.97916667 0.94791667 0.96354167 0.96354167],0.515625,0.478125,0.79875,1,1,1,0.637002341920375,0.860759493670886,0.519885919674949,0.607058823529412,0.865771812080537,0.50306134463676,0.822295805739514,0.946632782719187,0.801114669342373
svm_model_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.72916667 0.66666667 0.66666667 0.7173913 ],0.661971830985916,0.507042253521127,0.842105263157895,0.9957805907173,0.991596638655462,0.995798319327731,0.72093023255814,0.775,0.645564516129032,0.567901234567901,0.741935483870968,0.533467741935484,0.851485148514851,0.905263157894737,0.842105263157895
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svd,4,0,4,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9625     0.95378151 0.98319328 0.93277311 0.94537815],0.494413407821229,0.502793296089386,0.804507337526205,0.988215488215488,0.98489932885906,0.988255033557047,0.661682242990654,1,0.5,0.669144981412639,0.994475138121547,0.497237569060774,0.835028748341442,0.989517819706499,0.804507337526206
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,948,316,316,0.6,0.2,0.2, [0.96842105 0.96842105 0.96842105 0.94736842 0.97340426],0.522151898734177,0.534810126582278,0.808227848101266,0.994708994708995,0.991561181434599,0.994725738396625,0.564841498559078,0.705035971223021,0.541783522334675,0.597260273972603,0.637426900584795,0.525610002016536,0.817139408569704,0.863520408163265,0.808644626192185
svm_model_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.44827586 0.60714286 0.57142857 0.66071429],0.520833333333333,0.625,0.860526315789474,0.957142857142857,0.943661971830986,0.95774647887324,0.549019607843137,0.7,0.546428571428571,0.7,0.75,0.6,0.864450127877238,0.889473684210526,0.860526315789473
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.95833333 0.97395833 0.96354167 0.953125   0.94270833],0.540625,0.5375,0.815625,1,1,1,0.576368876080692,0.613496932515337,0.53923254269079,0.584269662921348,0.626506024096386,0.534032232827414,0.822609741431148,0.84548825710754,0.815285215785123
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.77894737 0.74736842 0.68947368 0.74210526 0.76842105],0.629746835443038,0.620253164556962,0.731984829329962,0.818622696411251,0.888421052631579,0.803157894736842,0.637770897832817,0.635802469135802,0.629589546256213,0.615384615384615,0.627450980392157,0.620473956453747,0.745498199279712,0.786075949367089,0.732053126198696
svm_model_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.58333333 0.66666667 0.5625     0.65217391],0.507042253521127,0.52112676056338,0.802631578947369,0.974358974358974,0.957983193277311,0.974789915966386,0.492753623188406,0.515151515151515,0.507575757575758,0.514285714285714,0.473684210526316,0.524720893141946,0.798927613941019,0.78421052631579,0.802631578947368
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.95833333 0.95833333 0.96315789 0.94210526 0.95789474],0.471698113207547,0.540880503144654,0.80062893081761,0.996845425867508,0.993710691823899,0.996855345911949,0.535911602209945,0.598765432098765,0.469254510921178,0.587570621468927,0.666666666666667,0.54320987654321,0.809838032393521,0.849056603773585,0.80062893081761
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.94117647 0.95378151 0.96218487 0.96218487 0.94067797],0.483333333333333,0.5,0.796121593291405,0.980458793542906,0.971380471380471,0.980639730639731,0.651685393258427,0.983050847457627,0.491525423728814,0.666666666666667,0.983606557377049,0.491803278688525,0.827187916481564,0.975890985324948,0.796121593291405
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.94583333 0.92083333 0.92436975 0.95378151 0.92857143],0.495798319327731,0.504201680672269,0.801362683438155,0.981418918918919,0.973199329983249,0.981574539363484,0.662921348314607,1,0.5,0.670391061452514,1,0.5,0.831929046563193,0.983228511530398,0.801362683438155
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svd,40,0,40,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94270833 0.96842105 0.95789474 0.97368421 0.93684211],0.514195583596215,0.511041009463722,0.805170239596469,1,1,1,0.65929203539823,0.881656804733728,0.488125699664161,0.646924829157175,0.904458598726115,0.514729299363057,0.832338578404775,0.956359102244389,0.803434653163011
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.95263158 0.94736842 0.93157895 0.93157895],0.522151898734177,0.534810126582278,0.807838179519595,0.993670886075949,0.991578947368421,0.993684210526316,0.494983277591973,0.486842105263158,0.520860077021823,0.505050505050505,0.477707006369427,0.534450987461443,0.803108808290155,0.790816326530612,0.807688865019692
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.37931034 0.55172414 0.62068966 0.53571429 0.48214286],0.617021276595745,0.595744680851064,0.881578947368421,0.971830985915493,0.965034965034965,0.972027972027972,0.625,0.652173913043478,0.617753623188406,0.595744680851064,0.583333333333333,0.596014492753623,0.881266490765171,0.878947368421053,0.881578947368421
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,954,318,318,0.6,0.2,0.2, [0.96875    0.94270833 0.92631579 0.98421053 0.94736842],0.481132075471698,0.468553459119497,0.786792452830189,0.994753410283316,0.993710691823899,0.99475890985325,0.510385756676558,0.562091503267974,0.48407605466429,0.498516320474778,0.525,0.468196202531646,0.791641057160418,0.815189873417721,0.786969936708861
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.68421053 0.68421053 0.78947368 0.65789474],0.476190476190476,0.380952380952381,0.772151898734177,1,1,1,0.535211267605634,0.5,0.47,0.380952380952381,0.48,0.397894736842105,0.777777777777778,0.79746835443038,0.772151898734177
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.96875    0.91666667 0.94210526 0.96842105 0.93157895],0.512578616352201,0.556603773584906,0.813836477987421,1,1,1,0.615384615384615,0.805194805194805,0.521499841621793,0.643037974683544,0.835526315789474,0.568365567533291,0.831050228310502,0.929757343550447,0.815560208330366
svm_model_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.5625     0.45833333 0.5        0.54347826],0.422535211267606,0.450704225352113,0.744736842105263,0.931174089068826,0.966386554621849,0.928571428571429,0.528735632183908,0.547619047619048,0.394499178981938,0.450704225352113,0.551724137931034,0.466338259441708,0.760493827160494,0.810526315789474,0.744736842105263
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.94270833 0.92708333 0.94270833 0.921875   0.921875  ],0.61875,0.55,0.830625,0.994786235662148,0.99375,0.994791666666667,0.687179487179487,0.842767295597484,0.620141411773898,0.638190954773869,0.80379746835443,0.55313330207845,0.844876931883228,0.925972396486826,0.830981216923363
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.63793103 0.69642857 0.55357143 0.51785714],0.5,0.583333333333333,0.878947368421053,0.993006993006993,1,0.992957746478873,0.478260869565217,0.5,0.5,0.615384615384615,0.615384615384615,0.58041958041958,0.880208333333333,0.889473684210526,0.878947368421053
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.60416667 0.66666667 0.625      0.47826087 0.41304348],0.569444444444444,0.597222222222222,0.831578947368421,0.982905982905983,0.974576271186441,0.983050847457627,0.575342465753425,0.583333333333333,0.569444444444444,0.613333333333333,0.638888888888889,0.597222222222222,0.832460732984293,0.836842105263158,0.831578947368421
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95789474 0.94736842 0.94736842 0.91578947 0.93684211],0.493670886075949,0.443037974683544,0.784450063211125,0.994731296101159,0.993684210526316,0.994736842105263,0.518072289156626,0.494252873563218,0.493605310021046,0.439490445859873,0.466216216216216,0.444417631917632,0.786206896551724,0.786700125470514,0.784432865283028
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9625     0.95416667 0.97083333 0.9375     0.94537815],0.470422535211268,0.487323943661972,0.796121593291405,0.984047019311503,0.978297161936561,0.984140233722872,0.616326530612245,0.82967032967033,0.461077939401639,0.619246861924686,0.855491329479769,0.496426983421203,0.819823992589162,0.927672955974843,0.796121593291405
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.96638655 0.94537815 0.96638655 0.95378151 0.94957983],0.479108635097493,0.520891364902507,0.79979035639413,0.980590717299578,0.976470588235294,0.980672268907563,0.647834274952919,1,0.5,0.684981684981685,1,0.5,0.831122900088417,0.985324947589098,0.79979035639413
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.58333333 0.60416667 0.625      0.65217391],0.408450704225352,0.591549295774648,0.813157894736842,1,1,1,0.4,0.424242424242424,0.409489633173844,0.623376623376623,0.631578947368421,0.588516746411483,0.815584415584416,0.826315789473684,0.813157894736842
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.91052632 0.94736842 0.94210526 0.97894737],0.550632911392405,0.5,0.806573957016435,0.993697478991597,0.995789473684211,0.993684210526316,0.603351955307263,0.679245283018868,0.549813724311982,0.551136363636364,0.587878787878788,0.495926148906281,0.815884476534296,0.848560700876095,0.806144973681981
svm_model_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.56896552 0.55357143 0.55357143 0.55357143],0.458333333333333,0.333333333333333,0.539473684210526,0.635514018691589,0.71830985915493,0.588028169014085,0.5,0.590909090909091,0.468531468531469,0.384615384615385,0.384615384615385,0.328671328671329,0.588235294117647,0.657894736842105,0.539473684210526
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.60526316 0.60526316 0.57894737 0.65789474 0.55555556],0.596774193548387,0.467741935483871,0.814102564102564,1,1,1,0.615384615384615,0.645161290322581,0.596774193548387,0.492307692307692,0.444444444444444,0.472222222222222,0.817610062893082,0.807453416149068,0.8143227345646
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.5        0.625      0.625      0.54347826],0.52112676056338,0.464788732394366,0.810526315789474,1,1,1,0.451612903225806,0.424242424242424,0.514752791068581,0.424242424242424,0.368421052631579,0.472089314194577,0.80327868852459,0.773684210526316,0.810526315789474
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.859375   0.88421053 0.88421053 0.9        0.84210526],0.662460567823344,0.605678233438486,0.843001261034048,0.982310093652445,0.991596638655462,0.982142857142857,0.695156695156695,0.80794701986755,0.66903375089763,0.65564738292011,0.725609756097561,0.601366969552048,0.851343283582089,0.901390644753477,0.843148152565417
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.68965517 0.53448276 0.60714286 0.67857143],0.468085106382979,0.51063829787234,0.855263157894737,0.975438596491228,0.972027972027972,0.975524475524476,0.509803921568627,0.52,0.464545454545455,0.488888888888889,0.5,0.51,0.855643044619423,0.857894736842105,0.855263157894737
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.64583333 0.52083333 0.5625     0.52083333 0.5625    ],0.528571428571429,0.642857142857143,0.839473684210526,0.987551867219917,0.991666666666667,0.9875,0.571428571428571,0.628571428571429,0.528571428571429,0.63768115942029,0.628571428571429,0.642857142857143,0.842377260981912,0.857894736842105,0.839473684210526
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.58333333 0.60416667 0.60869565 0.63043478],0.527777777777778,0.527777777777778,0.813157894736842,0.98744769874477,1,0.98728813559322,0.564102564102564,0.611111111111111,0.527777777777778,0.575,0.638888888888889,0.527777777777778,0.821158690176322,0.857894736842105,0.813157894736842
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16,8, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.93229167 0.92708333 0.89583333 0.94270833 0.94270833],0.575,0.60625,0.819375,0.9718456725756,0.970833333333333,0.971875,0.617977528089888,0.714285714285714,0.580034423407917,0.637931034482759,0.668674698795181,0.60381786887811,0.826217678893566,0.85875,0.819375
svm_model_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.72631579 0.73157895 0.77894737 0.80526316 0.81578947],0.468354430379747,0.506329113924051,0.696586599241466,0.828947368421053,0.79578947368421,0.835789473684211,0.450980392156863,0.413173652694611,0.471687497488245,0.450704225352113,0.40506329113924,0.506329113924051,0.680426098535286,0.63875,0.697252237851662
svm_model_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.77083333 0.75       0.77083333 0.58695652 0.65217391],0.541666666666667,0.361111111111111,0.792105263157895,1,1,1,0.637362637362637,0.743589743589744,0.523310023310023,0.452380952380952,0.575757575757576,0.377622377622378,0.807785888077859,0.873684210526316,0.792105263157895
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.55172414 0.55172414 0.55357143 0.41071429],0.48936170212766,0.574468085106383,0.884210526315789,1,1,1,0.5,0.571428571428571,0.497252747252747,0.583333333333333,0.538461538461538,0.578754578754579,0.884816753926702,0.889473684210526,0.884210526315789
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.93229167 0.92708333 0.92631579 0.94736842 0.92631579],0.49685534591195,0.512578616352201,0.780503144654088,0.963675213675214,0.945492662473795,0.964360587002096,0.463087248322148,0.453947368421053,0.495045973367153,0.45993031358885,0.407407407407407,0.51460113960114,0.770545693622617,0.740834386852086,0.780304552625042
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.83333333 0.89166667 0.90756303 0.88235294 0.84453782],0.549019607843137,0.523809523809524,0.772012578616352,0.915447154471545,0.943048576214405,0.912897822445561,0.653763440860215,0.830601092896175,0.541737328057283,0.62882096069869,0.827586206896552,0.53127944224609,0.797956339990711,0.90041928721174,0.772012578616352
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.4375     0.54166667 0.5625     0.67391304],0.492957746478873,0.52112676056338,0.81578947368421,1,1,1,0.454545454545455,0.5,0.49390243902439,0.552631578947368,0.51219512195122,0.522764227642276,0.81578947368421,0.81578947368421,0.815789473684211
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdne,16,0,16,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.9375     0.90625    0.92631579 0.94210526 0.91052632],0.481132075471698,0.509433962264151,0.782389937106918,0.973488865323436,0.962264150943396,0.973794549266247,0.436860068259386,0.41025641025641,0.479819563152896,0.532934131736527,0.552795031055901,0.508881591961071,0.779617834394904,0.770780856423174,0.782375352834703
svm_model_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.4137931  0.63793103 0.48275862 0.48214286 0.60714286],0.531914893617021,0.48936170212766,0.571052631578947,0.592334494773519,0.594405594405594,0.590909090909091,0.541666666666667,0.65,0.547222222222222,0.586206896551724,0.62962962962963,0.464814814814815,0.585241730279898,0.605263157894737,0.571052631578947
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26,8, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.81052632 0.84210526 0.86315789 0.78421053 0.82978723],0.626582278481013,0.569620253164557,0.825949367088607,0.978193146417446,0.993670886075949,0.977848101265823,0.656976744186047,0.719745222929936,0.627168208949245,0.60233918128655,0.624242424242424,0.567088099538431,0.833232261976956,0.863065326633166,0.825665316377807
svm_model_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.5        0.625      0.625      0.60869565],0.436619718309859,0.380281690140845,0.778947368421053,1,1,1,0.5,0.555555555555556,0.434920634920635,0.476190476190476,0.571428571428571,0.382936507936508,0.791044776119403,0.836842105263158,0.778947368421053
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.96354167 0.93229167 0.91666667 0.91145833 0.94791667],0.546875,0.59375,0.8175,0.982124079915878,0.972916666666667,0.982291666666667,0.574780058651026,0.579881656804734,0.544907715819585,0.577922077922078,0.60958904109589,0.595024405605416,0.8175,0.822641509433962,0.817531934841205
svm_model_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.51724138 0.62068966 0.58928571 0.5       ],0.680851063829787,0.617021276595745,0.836842105263158,0.896797153024911,0.881118881118881,0.898601398601399,0.716981132075472,0.791666666666667,0.678442028985507,0.653846153846154,0.739130434782609,0.619565217391304,0.839378238341969,0.852631578947368,0.836842105263158
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16,8, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.91052632 0.90526316 0.94210526 0.92105263],0.563291139240506,0.474683544303798,0.788242730720607,0.967334035827187,0.966315789473684,0.967368421052631,0.579268292682927,0.608974358974359,0.56386217948718,0.484472049689441,0.464285714285714,0.4753861003861,0.790494058786742,0.7909887359199,0.78821467447336
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.859375   0.78125    0.80526316 0.82631579 0.78421053],0.591194968553459,0.60377358490566,0.794968553459119,0.926931106471816,0.930817610062893,0.926624737945493,0.596273291925466,0.619354838709677,0.591886008311894,0.596153846153846,0.6,0.603680981595092,0.795226130653266,0.804320203303685,0.795061720580859
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.86458333 0.828125   0.86979167 0.85416667 0.890625  ],0.546875,0.53125,0.75125,0.896482412060301,0.929166666666667,0.892708333333333,0.548286604361371,0.594594594594595,0.550204274041483,0.553571428571429,0.560240963855422,0.530120481927711,0.7590799031477,0.789672544080605,0.751536023901344
ensemble_model_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.92631579 0.96315789 0.95789474 0.91578947 0.94680851],0.512658227848101,0.484177215189874,0.79873417721519,0.998946259220232,1,0.998945147679325,0.493421052631579,0.446428571428571,0.517133204633205,0.451178451178451,0.421383647798742,0.484577174217842,0.794838709677419,0.769038701622971,0.799153497152949
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.91666667 0.921875   0.91145833 0.96875    0.97368421],0.561128526645768,0.532915360501567,0.817042606516291,0.996865203761756,0.995824634655532,0.996868475991649,0.595375722543353,0.66025641025641,0.563257039484033,0.584958217270195,0.621301775147929,0.527317554240631,0.824308062575211,0.851990049751244,0.81677785315845
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.5625     0.5625     0.5625     0.52173913],0.619718309859155,0.563380281690141,0.844736842105263,0.99581589958159,1,0.995798319327731,0.64,0.631578947368421,0.618819776714514,0.550724637681159,0.575757575757576,0.564194577352472,0.845953002610966,0.852631578947368,0.844736842105263
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.56896552 0.51724138 0.42857143 0.48214286],0.595744680851064,0.468085106382979,0.857894736842105,0.965034965034965,0.965034965034965,0.965034965034965,0.612244897959184,0.576923076923077,0.597985347985348,0.418604651162791,0.428571428571429,0.464285714285714,0.857142857142857,0.852631578947368,0.857894736842105
svm_model_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.75       0.70833333 0.8125     0.72916667 0.64583333],0.457142857142857,0.557142857142857,0.802631578947369,0.974576271186441,0.958333333333333,0.975,0.472222222222222,0.5,0.458333333333333,0.626506024096386,0.722222222222222,0.552287581699346,0.808184143222506,0.831578947368421,0.802631578947368
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.921875   0.90625    0.90625    0.875      0.89583333],0.56875,0.540625,0.8175,0.992715920915713,0.99375,0.992708333333333,0.527397260273972,0.516778523489933,0.565406805604616,0.533333333333333,0.515337423312883,0.541108202102302,0.813775510204082,0.805555555555556,0.817381738173817
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.46551724 0.625      0.60714286 0.48214286],0.5,0.395833333333333,0.860526315789474,1,1,1,0.428571428571429,0.409090909090909,0.493006993006993,0.472727272727273,0.5,0.386363636363636,0.860892388451444,0.863157894736842,0.860526315789474
ensemble_model_N4_B0_E4_nb_zones_10_lab_svd,4,0,4,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.96218487 0.96638655 0.97478992 0.96218487 0.98305085],0.486111111111111,0.513888888888889,0.811320754716981,1,1,1,0.629258517034068,0.862637362637363,0.48188047907149,0.643584521384929,0.887640449438202,0.517996048894925,0.834710743801653,0.952830188679245,0.811320754716981
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.625      0.5        0.47916667 0.45652174],0.507042253521127,0.366197183098592,0.789473684210526,1,1,1,0.533333333333333,0.526315789473684,0.505582137161084,0.366197183098591,0.393939393939394,0.368022328548644,0.791666666666667,0.8,0.789473684210526
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.65517241 0.5862069  0.48214286 0.60714286 0.44642857],0.583333333333333,0.479166666666667,0.881578947368421,1,1,1,0.583333333333333,0.636363636363636,0.587412587412587,0.528301886792453,0.538461538461538,0.473776223776224,0.883116883116883,0.894736842105263,0.881578947368421
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32,8, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.89583333 0.86315789 0.88947368 0.83157895 0.89473684],0.517350157728707,0.533123028391167,0.780580075662043,0.949946751863685,0.936974789915966,0.95063025210084,0.532110091743119,0.564935064935065,0.518663851485937,0.567251461988304,0.602484472049689,0.532011466794076,0.783582089552239,0.79646017699115,0.780620025602493
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svd,4,0,4,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.96638655 0.95378151 0.93697479 0.95378151],0.519553072625698,0.519553072625698,0.814989517819707,0.992417860151643,0.988255033557047,0.99244966442953,0.665369649805447,0.955307262569832,0.519553072625698,0.670498084291188,0.977653631284916,0.519553072625698,0.841205578047683,0.980083857442348,0.814989517819707
svm_model_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.75520833 0.734375   0.73157895 0.69473684 0.73157895],0.518867924528302,0.509433962264151,0.69748427672956,0.808463251670379,0.761006289308176,0.819706498951782,0.523364485981309,0.521739130434783,0.518831348656882,0.530120481927711,0.571428571428571,0.511324041811847,0.689877498388137,0.67550505050505,0.697401648059543
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9625     0.93277311 0.95798319 0.94117647 0.94117647],0.463687150837989,0.536312849162011,0.808700209643606,0.994102780117944,0.98993288590604,0.994127516778523,0.633587786259542,1,0.5,0.698181818181818,1,0.5,0.838567005749668,0.993710691823899,0.808700209643606
svm_model_N8_B0_E8_nb_zones_10_lab_svd,8,0,8,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.96638655 0.9789916  0.96218487 0.96638655 0.94491525],0.522222222222222,0.477777777777778,0.811320754716981,1,1,1,0.686131386861314,1,0.5,0.646616541353383,1,0.5,0.841269841269841,1,0.811320754716981
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.890625   0.875      0.859375   0.921875   0.89583333],0.50625,0.515625,0.79625,0.986528497409326,0.991666666666667,0.986458333333333,0.512345679012346,0.553333333333333,0.509019607843137,0.511041009463722,0.532894736842105,0.516447368421053,0.797011207970112,0.818414322250639,0.796737723472508
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94166667 0.95798319 0.93697479 0.89495798 0.95378151],0.491620111731844,0.550279329608938,0.818134171907757,0.996644295302013,0.996644295302013,0.996644295302013,0.614406779661017,0.805555555555556,0.489856429463171,0.670756646216769,0.921348314606742,0.552340823970037,0.838829540176498,0.946540880503145,0.818134171907757
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdn,26,0,26,8, low_bits_4_shifted_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92631579 0.91052632 0.86842105 0.90526316 0.92631579],0.5,0.518987341772152,0.798988621997472,0.991596638655462,0.993684210526316,0.991578947368421,0.483660130718954,0.44578313253012,0.50289156626506,0.460992907801418,0.442176870748299,0.513987843658173,0.793506493506493,0.775380710659898,0.798899423340025
svm_model_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.62068966 0.55357143 0.51785714 0.58928571],0.479166666666667,0.458333333333333,0.673684210526316,0.752542372881356,0.78169014084507,0.742957746478873,0.56140350877193,0.592592592592593,0.462962962962963,0.48,0.571428571428571,0.470899470899471,0.691542288557214,0.731578947368421,0.673684210526316
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.86979167 0.88541667 0.88421053 0.86315789 0.9       ],0.531446540880503,0.433962264150943,0.786792452830189,0.989517819706499,0.989517819706499,0.989517819706499,0.454212454212454,0.389937106918239,0.531446540880503,0.370629370629371,0.33125,0.434612341772152,0.775941837409121,0.737437185929648,0.786854613115958
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.64583333 0.5625     0.5625     0.5        0.6875    ],0.5,0.585714285714286,0.826315789473684,0.991596638655462,0.983333333333333,0.991666666666667,0.477611940298507,0.516129032258065,0.501654259718776,0.632911392405063,0.641025641025641,0.578577336641853,0.828125,0.836842105263158,0.826315789473684
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.86842105 0.87894737 0.84210526 0.87894737],0.525316455696203,0.55379746835443,0.780657395701643,0.941299790356394,0.945263157894737,0.941052631578947,0.479166666666667,0.448051948051948,0.523408690075357,0.494623655913979,0.445161290322581,0.551773191745141,0.771860618014464,0.748724489795918,0.780377282491944
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.66666667 0.5        0.5625     0.56521739],0.549295774647887,0.619718309859155,0.842105263157895,0.9957805907173,0.991596638655462,0.995798319327731,0.448275862068966,0.382352941176471,0.542527821939587,0.584615384615385,0.513513513513513,0.624403815580286,0.833333333333333,0.789473684210526,0.842105263157895
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.796875   0.74736842 0.74210526 0.81052632 0.81578947],0.624605678233438,0.542586750788643,0.738965952080706,0.85632183908046,0.939075630252101,0.842436974789916,0.651026392961877,0.70253164556962,0.624850728445187,0.556574923547401,0.590909090909091,0.543920803123257,0.758177570093458,0.823604060913706,0.739496266045825
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.94210526 0.95789474 0.96315789 0.97894737 0.95789474],0.531645569620253,0.579113924050633,0.822376738305942,1,1,1,0.63,0.875,0.559593023255814,0.691415313225058,0.903030303030303,0.564097932972105,0.842223469960696,0.956632653061224,0.823554421768707
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82105263 0.76315789 0.73157895 0.76842105 0.8       ],0.585443037974684,0.658227848101266,0.821112515802781,0.955284552845528,0.989473684210526,0.953684210526316,0.648793565683646,0.806666666666666,0.596104417670683,0.712765957446808,0.853503184713376,0.659455994872411,0.836699365262551,0.927109974424552,0.822304987212276
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.51724138 0.44642857 0.51785714 0.42857143],0.583333333333333,0.458333333333333,0.876315789473684,0.996466431095406,0.992957746478873,0.996478873239437,0.565217391304348,0.619047619047619,0.587301587301587,0.566666666666667,0.62962962962963,0.433862433862434,0.879177377892031,0.9,0.876315789473684
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.45833333 0.45833333 0.5625     0.43478261],0.507042253521127,0.450704225352113,0.805263157894737,1,1,1,0.444444444444444,0.4,0.505555555555556,0.465753424657534,0.472222222222222,0.450396825396826,0.802139037433155,0.789473684210526,0.805263157894737
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.67241379 0.63793103 0.64285714 0.625     ],0.51063829787234,0.553191489361702,0.85,0.953736654804271,0.937062937062937,0.954545454545455,0.465116279069767,0.416666666666667,0.51268115942029,0.533333333333333,0.521739130434783,0.552536231884058,0.845528455284553,0.821052631578947,0.85
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdn,32,0,32,8, low_bits_4_shifted_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87368421 0.86842105 0.86842105 0.9        0.81578947],0.556962025316456,0.471518987341772,0.767383059418458,0.934619506966774,0.917894736842105,0.93578947368421,0.559748427672956,0.529761904761905,0.558799871299871,0.466453674121406,0.462025316455696,0.471518987341772,0.764705882352941,0.746566791510612,0.767649592938404
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.94166667 0.9375     0.94117647 0.96638655 0.94117647],0.487394957983193,0.512605042016807,0.812368972746331,0.999163179916318,1,0.999162479061976,0.655367231638418,1,0.5,0.677777777777778,1,0.5,0.842012356575463,1,0.812368972746331
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.86842105 0.87894737 0.82631579 0.83684211],0.512658227848101,0.468354430379747,0.758533501896334,0.934497816593886,0.901052631578947,0.936842105263158,0.521739130434783,0.51219512195122,0.512676508344031,0.44,0.44,0.466987951807229,0.751625487646294,0.732572877059569,0.758468027432685
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.95378151 0.95798319 0.94117647 0.95378151 0.94915254],0.513888888888889,0.519444444444444,0.813941299790356,0.994112699747687,0.994949494949495,0.994107744107744,0.657534246575342,0.91304347826087,0.504817193675889,0.651911468812877,0.920454545454545,0.528162055335968,0.838416021847974,0.965408805031446,0.813941299790356
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svd,8,0,8,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.97083333 0.95416667 0.95798319 0.96218487 0.94117647],0.484593837535014,0.515406162464986,0.803459119496855,0.984822934232715,0.97822445561139,0.984924623115578,0.652830188679245,1,0.5,0.680221811460259,1,0.5,0.833850243686309,0.986373165618449,0.803459119496855
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svd,40,0,40, zones, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.97395833 0.96354167 0.95833333 0.95789474 0.96842105],0.493710691823899,0.515723270440252,0.80213567839196,1,1,1,0.579634464751958,0.68944099378882,0.491217312181034,0.613065326633166,0.709302325581395,0.498486779229054,0.818652849740933,0.876695437731196,0.800703672770847
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.975      0.94583333 0.94537815 0.94117647 0.97478992],0.591036414565826,0.610644257703081,0.84643605870021,0.993299832495812,0.993299832495812,0.993299832495812,0.679824561403509,0.870786516853933,0.591817839432553,0.68903803131991,0.860335195530726,0.60994287866424,0.860276585598474,0.945492662473795,0.84643605870021
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.95378151 0.97058824 0.97478992 0.95798319],0.493036211699164,0.498607242339833,0.810272536687631,1,1,1,0.66044776119403,0.983333333333333,0.491666666666667,0.66542750929368,1,0.5,0.840106007067138,0.996855345911949,0.810272536687631
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.5862069  0.56896552 0.51785714 0.42857143],0.659574468085106,0.553191489361702,0.902631578947368,1,1,1,0.652173913043478,0.625,0.660326086956522,0.553191489361702,0.565217391304348,0.553442028985507,0.902374670184696,0.9,0.902631578947368
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.92916667 0.94583333 0.9625     0.94537815 0.95378151],0.5,0.5,0.806603773584905,0.98904802021904,0.981605351170569,0.989130434782609,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.836363636363636,0.988469601677149,0.806603773584905
svm_model_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.4375     0.47916667 0.58695652 0.43478261],0.541666666666667,0.527777777777778,0.657894736842105,0.746987951807229,0.788135593220339,0.733050847457627,0.571428571428571,0.594594594594595,0.54015444015444,0.575,0.657142857142857,0.531274131274131,0.679802955665025,0.726315789473684,0.657894736842105
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.89583333 0.86842105 0.88421053 0.88421053 0.9       ],0.605678233438486,0.634069400630915,0.834174022698613,0.977083333333333,0.985294117647059,0.976890756302521,0.663072776280323,0.754601226993865,0.601326587522907,0.699481865284974,0.854430379746835,0.634762359684738,0.846825859056494,0.912170639899624,0.83377860258606
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.97395833 0.95833333 0.9375     0.953125   0.90526316],0.536050156739812,0.554858934169279,0.818295739348371,1,1,1,0.55688622754491,0.615894039735099,0.540089877010407,0.605555555555556,0.637426900584795,0.548443180022127,0.824455205811138,0.850187265917603,0.818175393965091
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.5625     0.5625     0.625      0.47826087],0.661971830985916,0.535211267605634,0.826315789473684,0.962025316455696,0.957983193277311,0.96218487394958,0.636363636363636,0.65625,0.661458333333333,0.56,0.538461538461538,0.534855769230769,0.825396825396825,0.821052631578947,0.826315789473684
svm_model_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.56896552 0.60344828 0.625      0.66071429],0.446808510638298,0.51063829787234,0.78421052631579,0.88421052631579,0.881118881118881,0.884615384615385,0.458333333333333,0.478260869565217,0.447463768115942,0.51063829787234,0.5,0.510869565217391,0.78421052631579,0.78421052631579,0.78421052631579
svm_model_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.72916667 0.625      0.60416667 0.63043478 0.63043478],0.430555555555556,0.5,0.768421052631579,0.953586497890295,0.957627118644068,0.953389830508475,0.506024096385542,0.525,0.41875,0.538461538461538,0.65625,0.515625,0.778894472361809,0.81578947368421,0.768421052631579
svm_model_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.51724138 0.64285714 0.60714286 0.46428571],0.604166666666667,0.5625,0.718421052631579,0.764912280701754,0.767605633802817,0.764084507042254,0.612244897959184,0.6,0.604347826086957,0.487804878048781,0.434782608695652,0.557391304347826,0.714666666666667,0.705263157894737,0.718421052631579
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.953125   0.97368421 0.93684211 0.94210526 0.93684211],0.608832807570978,0.634069400630915,0.844892812105927,0.993710691823899,0.995798319327731,0.993697478991597,0.653631284916201,0.735849056603773,0.608430857415811,0.666666666666667,0.711656441717791,0.631802246832922,0.851807228915663,0.885964912280702,0.844632202333244
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.95833333 0.9625     0.94117647 0.94957983 0.94537815],0.526610644257703,0.473389355742297,0.810796645702306,0.996644295302013,0.994974874371859,0.996649916247906,0.689908256880734,1,0.5,0.642585551330798,1,0.5,0.840477242598321,0.996855345911949,0.810796645702306
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,948,316,316,0.6,0.2,0.2, [0.95789474 0.95789474 0.93684211 0.95789474 0.94148936],0.541139240506329,0.490506329113924,0.806329113924051,1,1,1,0.617414248021108,0.722222222222222,0.536435786435786,0.551532033426184,0.66,0.498674698795181,0.818505338078292,0.877862595419847,0.806689484107908
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.53448276 0.64285714 0.55357143 0.48214286],0.458333333333333,0.479166666666667,0.857894736842105,0.989399293286219,0.985915492957746,0.98943661971831,0.551724137931034,0.761904761904762,0.492063492063492,0.576271186440678,0.62962962962963,0.457671957671958,0.865,0.910526315789474,0.857894736842105
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94270833 0.96842105 0.95789474 0.95789474 0.96315789],0.523659305993691,0.55205047318612,0.815258511979823,1,1,1,0.574647887323944,0.666666666666667,0.528455284552846,0.60989010989011,0.672727272727273,0.54688995215311,0.824655894673848,0.867758186397985,0.815192224512124
ensemble_model_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.93229167 0.96875    0.96842105 0.93157895 0.94210526],0.5,0.522012578616352,0.80440251572327,1,1,1,0.421818181818182,0.391891891891892,0.493004769475358,0.475862068965517,0.445161290322581,0.520126657431229,0.795260039499671,0.774358974358974,0.803846153846154
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.64583333 0.47916667 0.41666667 0.60869565],0.492957746478873,0.464788732394366,0.805263157894737,1,1,1,0.538461538461538,0.6,0.494444444444444,0.536585365853659,0.611111111111111,0.462698412698413,0.814070351758794,0.852631578947368,0.805263157894737
svm_model_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.55172414 0.60344828 0.64285714 0.66071429],0.468085106382979,0.468085106382979,0.857894736842105,0.985915492957746,0.979020979020979,0.986013986013986,0.468085106382979,0.523809523809524,0.473443223443223,0.528301886792453,0.538461538461538,0.45970695970696,0.859375,0.868421052631579,0.857894736842105
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.97395833 0.96354167 0.93229167 0.94270833 0.95833333],0.503125,0.484375,0.795,0.995841995841996,0.997916666666667,0.995833333333334,0.457337883959044,0.449664429530201,0.499686015934691,0.440677966101695,0.373563218390805,0.495000787277594,0.788387096774194,0.760896637608966,0.795128368992689
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.55172414 0.48275862 0.53571429 0.58928571],0.446808510638298,0.595744680851064,0.881578947368421,1,1,1,0.35,0.304347826086957,0.443840579710145,0.595744680851064,0.583333333333333,0.596014492753623,0.879356568364611,0.863157894736842,0.881578947368421
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16,8, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.95789474 0.93684211 0.93684211 0.95263158 0.95744681],0.582278481012658,0.550632911392405,0.824050632911392,0.9957805907173,0.9957805907173,0.9957805907173,0.625,0.666666666666667,0.578366445916115,0.577380952380952,0.617834394904459,0.551055562232104,0.830073349633252,0.853015075376884,0.823828966259871
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdne,16,0,16,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.95833333 0.93229167 0.921875   0.94791667 0.95263158],0.4858934169279,0.520376175548589,0.797619047619048,0.993736951983299,0.993736951983299,0.993736951983299,0.43448275862069,0.384146341463415,0.488847364280094,0.474226804123711,0.403508771929825,0.529457088667615,0.790123456790123,0.746928746928747,0.798656189321151
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.60416667 0.54166667 0.64583333 0.67391304],0.605633802816901,0.591549295774648,0.85,1,1,1,0.641025641025641,0.641025641025641,0.60176282051282,0.579710144927536,0.625,0.594551282051282,0.851948051948052,0.863157894736842,0.85
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.60344828 0.46428571 0.51785714 0.44642857],0.520833333333333,0.5625,0.884210526315789,1,1,1,0.488888888888889,0.523809523809524,0.521164021164021,0.511627906976744,0.407407407407407,0.584656084656085,0.881720430107527,0.863157894736842,0.88421052631579
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.89495798 0.86134454 0.87394958 0.88655462 0.84745763],0.497222222222222,0.544444444444444,0.776729559748428,0.934624697336562,0.974747474747475,0.931818181818182,0.602197802197802,0.796511627906977,0.509957941613063,0.64957264957265,0.808510638297872,0.532162295893122,0.802960222016651,0.909853249475891,0.776729559748428
svm_model_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.7        0.7        0.7        0.83333333 0.55555556],0.53125,0.53125,0.65625,0.725274725274725,0.6875,0.739583333333333,0.615384615384615,0.75,0.53125,0.545454545454545,0.75,0.575,0.662576687116564,0.710526315789474,0.658834586466165
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.94270833 0.94270833 0.88421053 0.94210526 0.96315789],0.50314465408805,0.515723270440252,0.8,0.993697478991597,0.991614255765199,0.993710691823899,0.487012987012987,0.477707006369427,0.502828658464217,0.496732026143791,0.460606060606061,0.517884729649435,0.796934865900383,0.780976220275344,0.800096201161692
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.83854167 0.91052632 0.8        0.83157895 0.83157895],0.586750788643533,0.583596214511041,0.817780580075662,0.973305954825462,0.995798319327731,0.972689075630252,0.599388379204893,0.628205128205128,0.587394489568403,0.607142857142857,0.625766871165644,0.582363955063342,0.823457544288332,0.847798742138365,0.817704680803696
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.87815126 0.8487395  0.90336134 0.88235294 0.89915966],0.565459610027855,0.604456824512535,0.816561844863732,0.957095709570957,0.974789915966386,0.956302521008403,0.61576354679803,0.730994152046784,0.57294388453403,0.668224299065421,0.76063829787234,0.596693417942018,0.828934506353861,0.888888888888889,0.816561844863732
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.85416667 0.921875   0.90526316 0.90526316 0.91052632],0.60062893081761,0.60377358490566,0.837106918238994,0.993723849372385,0.9958071278826,0.9937106918239,0.629737609329446,0.705882352941176,0.60445632798574,0.64804469273743,0.686390532544379,0.598228823319169,0.843693421846711,0.874843554443054,0.836916088220263
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.5        0.60416667 0.4375     0.54166667 0.60416667],0.5,0.6,0.834210526315789,1,1,1,0.533333333333333,0.555555555555556,0.498366013071895,0.621621621621622,0.676470588235294,0.602124183006536,0.838046272493573,0.857894736842105,0.834210526315789
ensemble_model_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.35       0.5        0.66666667 0.55555556],0.612903225806452,0.483870967741936,0.82051282051282,1,1,1,0.6,0.642857142857143,0.615546218487395,0.529411764705882,0.692307692307692,0.512820512820513,0.822784810126582,0.878378378378378,0.823335530652604
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.62068966 0.53448276 0.60344828 0.48214286 0.57142857],0.638297872340426,0.531914893617021,0.876315789473684,0.971428571428572,0.951048951048951,0.972027972027972,0.666666666666667,0.739130434782609,0.640398550724638,0.521739130434783,0.5,0.532608695652174,0.875331564986737,0.868421052631579,0.876315789473684
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.62068966 0.60344828 0.5862069  0.67857143 0.55357143],0.319148936170213,0.595744680851064,0.860526315789474,0.992957746478873,0.986013986013986,0.993006993006993,0.304347826086957,0.304347826086957,0.318840579710145,0.612244897959184,0.625,0.595108695652174,0.860158311345646,0.857894736842105,0.860526315789474
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svd,4,0,4, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.97478992 0.98319328 0.95378151 0.9789916  0.96218487],0.487465181058496,0.481894150417827,0.806079664570231,1,1,1,0.596491228070175,0.819277108433735,0.510674823646919,0.620408163265306,0.787564766839378,0.457035395467882,0.826779026217228,0.925576519916142,0.806079664570231
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.66666667 0.72916667 0.6875     0.63043478],0.507042253521127,0.535211267605634,0.821052631578947,1,1,1,0.567901234567901,0.657142857142857,0.509126984126984,0.571428571428571,0.611111111111111,0.534126984126984,0.828282828282828,0.863157894736842,0.821052631578947
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.56896552 0.44642857 0.58928571 0.5       ],0.583333333333333,0.541666666666667,0.884210526315789,0.992957746478873,0.992957746478873,0.992957746478873,0.6,0.6,0.582608695652174,0.521739130434783,0.521739130434783,0.540869565217391,0.884210526315789,0.884210526315789,0.884210526315789
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,1188,396,396,0.6,0.2,0.2, [0.94537815 0.95798319 0.93277311 0.94117647 0.96610169],0.480555555555556,0.486111111111111,0.803459119496855,0.997476871320437,0.998316498316498,0.997474747474748,0.575963718820862,0.774390243902439,0.50454206072673,0.591611479028698,0.683673469387755,0.466836734693878,0.819971195391263,0.895178197064989,0.803459119496855
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26, zones, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96354167 0.94791667 0.94270833 0.953125   0.95789474],0.532915360501567,0.510971786833856,0.808270676691729,0.99895724713243,1,0.998956158663883,0.541538461538462,0.539877300613497,0.532759163127261,0.532934131736527,0.56687898089172,0.511834552174255,0.810877626699629,0.821026282853567,0.80825467216706
svm_model_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.4        0.6        0.6        0.61111111 0.66666667],0.625,0.5625,0.625,0.5,0.354166666666667,0.645833333333333,0.333333333333333,0.214285714285714,0.579365079365079,0.461538461538462,0.375,0.5625,0.464285714285714,0.333333333333333,0.617886178861789
ensemble_model_v2_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.45       0.72222222 0.27777778 0.33333333],0.548387096774194,0.580645161290323,0.82051282051282,0.989247311827957,0.978723404255319,0.98936170212766,0.588235294117647,0.714285714285714,0.563025210084034,0.666666666666667,0.722222222222222,0.553418803418803,0.831325301204819,0.873417721518987,0.819825743876377
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32,8, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.80729167 0.82631579 0.83157895 0.81052632 0.84210526],0.621451104100946,0.65615141955836,0.846153846153846,0.984391259105099,0.993697478991597,0.984243697478992,0.642857142857143,0.73469387755102,0.629111644657863,0.694677871148459,0.760736196319018,0.653095370886782,0.852478839177751,0.896946564885496,0.846598282442748
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.94583333 0.975      0.95798319 0.96218487 0.94957983],0.490196078431373,0.495798319327731,0.806079664570231,0.993265993265993,0.988274706867672,0.993299832495812,0.595555555555556,0.757062146892655,0.492419962335217,0.589041095890411,0.716666666666667,0.493926553672316,0.821772639691715,0.894129979035639,0.806079664570231
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93157895 0.9        0.91052632 0.93157895 0.90526316],0.585443037974684,0.54746835443038,0.824273072060683,0.995798319327731,0.997894736842105,0.99578947368421,0.624641833810888,0.633720930232558,0.580749354005168,0.57057057057057,0.582822085889571,0.546313003729099,0.829865361077111,0.837037037037037,0.823958933026291
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.95378151 0.94117647 0.93697479 0.95378151 0.91525424],0.463888888888889,0.519444444444444,0.80503144654088,0.994940978077572,0.993265993265993,0.994949494949495,0.532687651331719,0.635838150289017,0.470325492256808,0.591016548463357,0.668449197860963,0.513415350375568,0.816023738872404,0.864779874213837,0.80503144654088
svm_model_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.66666667 0.66666667 0.66666667 0.60869565],0.563380281690141,0.619718309859155,0.831578947368421,0.974358974358974,0.957983193277311,0.974789915966386,0.586666666666667,0.709677419354839,0.579838709677419,0.689655172413793,0.75,0.600806451612903,0.838383838383838,0.873684210526316,0.831578947368421
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.55172414 0.5        0.625      0.58928571],0.583333333333333,0.520833333333333,0.881578947368421,0.992907801418439,0.985915492957746,0.992957746478873,0.642857142857143,0.75,0.583333333333333,0.566037735849057,0.625,0.520833333333333,0.884910485933504,0.910526315789474,0.881578947368421
ensemble_model_N8_B0_E8_nb_zones_10_lab_svd,8,0,8,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.97916667 0.97083333 0.9789916  0.96218487 0.96638655],0.507002801120448,0.492997198879552,0.812893081761006,1,1,1,0.672862453531598,1,0.5,0.660412757973734,1,0.5,0.842384105960265,1,0.812893081761006
svm_model_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.70689655 0.63793103 0.60714286 0.55357143 0.69642857],0.666666666666667,0.5625,0.86578947368421,0.950354609929078,0.943661971830986,0.950704225352113,0.636363636363636,0.636363636363636,0.664335664335664,0.618181818181818,0.653846153846154,0.554195804195804,0.866141732283464,0.868421052631579,0.86578947368421
svm_model_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.72413793 0.64285714 0.625      0.5       ],0.604166666666667,0.541666666666667,0.873684210526316,0.975438596491228,0.978873239436619,0.975352112676056,0.627450980392157,0.666666666666667,0.604166666666667,0.576923076923077,0.625,0.541666666666667,0.876288659793814,0.894736842105263,0.873684210526316
svm_model_N4_B98_E102_nb_zones_4_mscn_svdn,4,98,102,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.55       0.45       0.55555556 0.61111111],0.625,0.40625,0.58125,0.526315789473684,0.416666666666667,0.625,0.5,0.428571428571429,0.603174603174603,0.424242424242424,0.368421052631579,0.41497975708502,0.496240601503759,0.407407407407407,0.583450539146742
ensemble_model_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.65       0.65       0.7        0.61111111 0.55555556],0.5,0.53125,0.7875,0.969072164948454,0.979166666666667,0.96875,0.428571428571429,0.461538461538462,0.493927125506073,0.516129032258065,0.470588235294118,0.535294117647059,0.782051282051282,0.782051282051282,0.787367104440275
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.84895833 0.83333333 0.86315789 0.86842105 0.87368421],0.581761006289308,0.619496855345912,0.80503144654088,0.941299790356394,0.941299790356394,0.941299790356394,0.654545454545455,0.763636363636364,0.574628639334522,0.653295128939828,0.735483870967742,0.622343162477736,0.816350710900474,0.864491844416562,0.804881483368432
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.88421053 0.9        0.86842105 0.89473684 0.87234043],0.591772151898734,0.522151898734177,0.816455696202532,0.989473684210526,0.991561181434599,0.989451476793249,0.565656565656566,0.518518518518518,0.593674843674844,0.473867595818815,0.414634146341463,0.526396020539153,0.810951760104302,0.7775,0.816955128205128
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.92857143 0.96218487 0.96218487 0.93277311 0.95762712],0.475,0.491666666666667,0.80188679245283,0.994940978077572,0.993265993265993,0.994949494949495,0.548926014319809,0.649717514124294,0.477864221543021,0.556900726392252,0.628415300546448,0.489348893211077,0.812685827552032,0.859538784067086,0.80188679245283
ensemble_model_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.88421053 0.94210526 0.93684211 0.92105263 0.96808511],0.484177215189874,0.471518987341772,0.789873417721519,0.997894736842105,1,0.99789029535865,0.538243626062323,0.625,0.489329268292683,0.549865229110512,0.658064516129032,0.474994990983771,0.801672640382318,0.859154929577465,0.790653810220522
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94270833 0.9375     0.89583333 0.91145833 0.87368421],0.54858934169279,0.520376175548589,0.80952380952381,0.992715920915713,0.995824634655532,0.992693110647182,0.583815028901734,0.619631901840491,0.546995438099733,0.559077809798271,0.610062893081761,0.520656446540881,0.816203143893591,0.842696629213483,0.80939862907215
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.9375     0.95263158 0.95263158 0.95263158 0.9       ],0.564668769716088,0.517350157728707,0.813366960907944,0.994742376445846,0.993697478991597,0.994747899159664,0.634920634920635,0.736196319018405,0.559656601067644,0.564102564102564,0.626582278481013,0.517693654963777,0.823809523809524,0.868255959849435,0.813088689683907
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.92708333 0.94270833 0.91145833 0.92708333 0.92631579],0.510971786833856,0.564263322884012,0.81265664160401,0.995833333333333,0.997912317327766,0.995824634655532,0.506329113924051,0.493827160493827,0.511244790437996,0.531986531986532,0.533783783783784,0.562213529318792,0.809917355371901,0.807351077313055,0.812597471742029
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.796875   0.83333333 0.80208333 0.77368421 0.81052632],0.581761006289308,0.625786163522013,0.823492462311558,0.970133882595263,0.985355648535565,0.969665271966527,0.621082621082621,0.717105263157895,0.58746829422955,0.673972602739726,0.759259259259259,0.623219373219373,0.833432128037937,0.887626262626263,0.823813131313131
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.93697479 0.96638655 0.94537815 0.95798319 0.94915254],0.580555555555556,0.583333333333333,0.841194968553459,0.998316498316498,0.998316498316498,0.998316498316498,0.662192393736018,0.81767955801105,0.579230840458039,0.660633484162896,0.815642458100559,0.584616809160777,0.854116514203178,0.929769392033543,0.841194968553459
ensemble_model_N4_B98_E102_nb_zones_4_mscn_svdn,4,98,102,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.4        0.38888889 0.55555556 0.66666667],0.516129032258065,0.548387096774194,0.814102564102564,1,1,1,0.594594594594595,0.611111111111111,0.497863247863248,0.611111111111111,0.733333333333333,0.554166666666667,0.826347305389222,0.8625,0.812828947368421
ensemble_model_v2_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.75       0.5        0.5        0.66666667],0.67741935483871,0.516129032258065,0.82051282051282,0.967032967032967,0.936170212765957,0.968085106382979,0.736842105263158,0.636363636363636,0.707070707070707,0.571428571428571,0.588235294117647,0.508403361344538,0.829268292682927,0.790697674418605,0.823920265780731
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.96315789 0.95789474 0.95263158 0.95789474 0.9787234 ],0.534810126582278,0.582278481012658,0.821518987341772,0.996838777660696,0.99789029535865,0.996835443037975,0.542056074766355,0.608391608391608,0.541190023848983,0.611764705882353,0.63030303030303,0.580052177403171,0.824844720496894,0.849104859335038,0.821795537436943
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svd,8,0,8,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.9789916  0.95798319 0.96638655 0.95378151 0.96186441],0.527777777777778,0.469444444444444,0.807127882599581,0.994082840236686,0.98989898989899,0.994107744107744,0.682835820895522,0.973404255319149,0.507050964868877,0.629126213592233,0.941860465116279,0.489547253834735,0.835273052820054,0.977987421383648,0.807127882599581
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.93333333 0.94583333 0.90833333 0.97083333 0.94583333],0.485875706214689,0.511299435028249,0.813417190775681,0.999165971643036,0.998333333333333,0.999166666666667,0.62396694214876,0.898809523809524,0.505856374807988,0.653306613226453,0.876344086021505,0.491743471582181,0.836846929422548,0.957023060796645,0.813417190775681
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.6875     0.5625     0.52083333 0.60869565],0.394366197183099,0.549295774647887,0.802631578947369,1,1,1,0.410958904109589,0.428571428571429,0.39484126984127,0.609756097560976,0.694444444444444,0.547222222222222,0.809160305343512,0.836842105263158,0.802631578947368
svm_model_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.53448276 0.51785714 0.48214286 0.57142857],0.5,0.479166666666667,0.871052631578947,1,1,1,0.428571428571429,0.36,0.506086956521739,0.444444444444444,0.434782608695652,0.477391304347826,0.867924528301887,0.847368421052631,0.871052631578947
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.78645833 0.71354167 0.81770833 0.77604167 0.78421053],0.598746081504702,0.648902821316614,0.823308270676692,0.957746478873239,0.993736951983299,0.95615866388309,0.612121212121212,0.651612903225806,0.600196695515342,0.676300578034682,0.676300578034682,0.646369467099533,0.831137724550898,0.85997521685254,0.822890016537804
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.62068966 0.58928571 0.51785714 0.58928571],0.4375,0.541666666666667,0.860526315789474,0.985714285714286,0.971830985915493,0.985915492957746,0.470588235294118,0.444444444444444,0.436507936507936,0.541666666666667,0.619047619047619,0.55026455026455,0.860158311345646,0.857894736842105,0.860526315789474
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.70689655 0.58928571 0.58928571 0.57142857],0.458333333333333,0.520833333333333,0.863157894736842,0.989399293286219,0.985915492957746,0.98943661971831,0.5,0.619047619047619,0.476190476190476,0.581818181818182,0.592592592592593,0.510582010582011,0.866666666666667,0.889473684210526,0.863157894736842
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.9625     0.94166667 0.95378151 0.94537815 0.96218487],0.591036414565826,0.551820728291317,0.838050314465409,0.997489539748954,0.998324958123953,0.99748743718593,0.683982683982684,0.877777777777778,0.588606403013183,0.634703196347032,0.785310734463277,0.55376647834275,0.852505966587112,0.936058700209644,0.838050314465409
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92105263 0.87894737 0.88421053 0.87368421 0.92631579],0.493670886075949,0.550632911392405,0.800252844500632,0.985232067510548,0.983157894736842,0.985263157894737,0.542857142857143,0.650684931506849,0.504754230459307,0.632124352331606,0.689265536723164,0.531683128073812,0.812351543942993,0.857142857142857,0.799744897959184
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.95       0.91666667 0.9625     0.97083333 0.95378151],0.498591549295775,0.504225352112676,0.811844863731656,0.99581589958159,0.993322203672788,0.995826377295492,0.649606299212598,0.9375,0.502269553072626,0.654901960784314,0.932960893854749,0.500571356018283,0.837776773610483,0.971698113207547,0.811844863731656
svm_model_N8_B96_E104_nb_zones_4_mscn_svdn,8,96,104,4, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.7        0.55555556 0.72222222 0.61111111 0.72222222],0.566666666666667,0.433333333333333,0.671052631578947,0.761904761904762,0.695652173913043,0.782608695652174,0.628571428571429,0.647058823529412,0.554298642533937,0.32,0.235294117647059,0.463800904977376,0.652777777777778,0.5875,0.675694444444444
ensemble_model_v2_N4_B98_E102_nb_zones_4_mscn_svdn,4,98,102, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.45       0.45       0.4        0.55555556 0.44444444],0.40625,0.625,0.80625,1,1,1,0.424242424242424,0.411764705882353,0.405882352941177,0.6,0.529411764705882,0.631372549019608,0.80503144654088,0.780487804878049,0.806910569105691
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdn,32,0,32,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.875      0.92708333 0.88020833 0.86979167 0.88541667],0.484375,0.5125,0.794375,0.991683991683992,0.99375,0.991666666666667,0.472843450479233,0.451219512195122,0.485225140712946,0.503184713375796,0.487654320987654,0.512814502265979,0.79295154185022,0.781637717121588,0.794471251507897
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.84736842 0.89473684 0.88421053 0.88421053 0.88297872],0.506329113924051,0.560126582278481,0.805696202531646,0.98728813559322,0.983122362869198,0.987341772151899,0.527272727272727,0.6,0.513450292397661,0.614958448753463,0.634285714285714,0.551185410334347,0.812232415902141,0.836272040302267,0.805540600303805
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.91145833 0.90625    0.86458333 0.87894737 0.91578947],0.531446540880503,0.578616352201258,0.80464824120603,0.97071129707113,0.97071129707113,0.97071129707113,0.584958217270195,0.67741935483871,0.535028695824263,0.614942528735632,0.660493827160494,0.577041785375119,0.812988574864702,0.850314465408805,0.804705538852458
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16, zones, lab, svdne,948,316,316,0.6,0.2,0.2, [0.98421053 0.95789474 0.95789474 0.95263158 0.96276596],0.503164556962025,0.496835443037975,0.79873417721519,0.997885835095137,0.9957805907173,0.99789029535865,0.474916387959866,0.44375,0.503926282051282,0.430107526881721,0.394736842105263,0.493100128369705,0.791338582677165,0.767175572519084,0.798575191801104
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.95798319 0.94957983 0.97058824 0.94957983 0.94491525],0.497222222222222,0.502777777777778,0.807651991614256,0.994102780117944,0.993265993265993,0.994107744107744,0.664192949907236,1,0.5,0.66913123844732,1,0.5,0.838112042346714,0.9958071278826,0.807651991614256
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.94736842 0.92105263 0.95789474 0.94736842],0.506329113924051,0.503164556962025,0.800884955752212,0.997899159663866,1,0.997894736842105,0.602040816326531,0.719512195121951,0.497913992297818,0.585751978891821,0.725490196078431,0.509984361842897,0.81717933836332,0.888888888888889,0.800773558368495
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.96875    0.94270833 0.97894737 0.93684211 0.94210526],0.575471698113208,0.584905660377358,0.830188679245283,0.996845425867508,0.993710691823899,0.996855345911949,0.628099173553719,0.716981132075472,0.575471698113208,0.622857142857143,0.685534591194968,0.584905660377359,0.837740384615385,0.876729559748428,0.830188679245283
svm_model_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.6        0.65789474 0.72105263 0.62631579 0.62234043],0.490506329113924,0.493670886075949,0.660126582278481,0.758928571428571,0.717299578059072,0.772151898734177,0.358565737051793,0.288461538461538,0.487980769230769,0.322033898305085,0.24203821656051,0.492088290670192,0.611713665943601,0.537484116899619,0.659662613304791
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.70833333 0.625      0.54347826 0.47826087],0.430555555555556,0.541666666666667,0.8,0.991452991452992,0.983050847457627,0.991525423728814,0.438356164383562,0.484848484848485,0.434731934731935,0.56,0.538461538461538,0.541958041958042,0.801047120418848,0.805263157894737,0.8
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,954,318,318,0.6,0.2,0.2, [0.9375     0.95833333 0.94210526 0.95789474 0.93157895],0.544025157232704,0.525157232704403,0.813207547169811,0.998950682056663,0.9979035639413,0.99895178197065,0.542586750788643,0.53416149068323,0.544150809035882,0.520634920634921,0.496969696969697,0.526262626262626,0.812618296529969,0.801992528019925,0.813321549905769
svm_model_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.55       0.6        0.55555556 0.66666667],0.59375,0.4375,0.6125,0.710280373831776,0.791666666666667,0.677083333333333,0.666666666666667,0.8125,0.59375,0.526315789473684,0.625,0.4375,0.66304347826087,0.7625,0.6125
ensemble_model_N8_B96_E104_nb_zones_4_mscn_svdn,8,96,104,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.8        0.55       0.5        0.61111111 0.72222222],0.645161290322581,0.645161290322581,0.858974358974359,1,1,1,0.620689655172414,0.642857142857143,0.644957983193277,0.521739130434782,0.375,0.654166666666667,0.849315068493151,0.805194805194805,0.858293605129048
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.5862069  0.56896552 0.53571429 0.53571429],0.51063829787234,0.404255319148936,0.86578947368421,1,1,1,0.41025641025641,0.380952380952381,0.498168498168498,0.391304347826087,0.346153846153846,0.411172161172161,0.862533692722372,0.842105263157895,0.86578947368421
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.68965517 0.62068966 0.58928571 0.58928571 0.57142857],0.5,0.479166666666667,0.855263157894737,0.97841726618705,0.957746478873239,0.978873239436619,0.555555555555556,0.625,0.5,0.509803921568627,0.541666666666667,0.479166666666667,0.856396866840731,0.863157894736842,0.855263157894737
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.51724138 0.68965517 0.60714286 0.60714286],0.553191489361702,0.446808510638298,0.86578947368421,0.986111111111111,0.993006993006993,0.986013986013986,0.511627906976744,0.523809523809524,0.5503663003663,0.48,0.461538461538462,0.445054945054945,0.866141732283464,0.868421052631579,0.86578947368421
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.93684211 0.94736842 0.95789474 0.92105263 0.90957447],0.506329113924051,0.537974683544304,0.805696202531646,0.994708994708995,0.991561181434599,0.994725738396625,0.515527950310559,0.549668874172185,0.508167770419426,0.546583850931677,0.564102564102564,0.538301282051282,0.806796727501573,0.820742637644046,0.805865686781973
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.7        0.77894737 0.72631579 0.72631579 0.75789474],0.60126582278481,0.588607594936709,0.696586599241466,0.787476280834915,0.873684210526316,0.764210526315789,0.65945945945946,0.777070063694268,0.602371509834555,0.661458333333333,0.747058823529412,0.575584206285254,0.734513274336283,0.827930174563591,0.694734318051026
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.88947368 0.87368421 0.89473684 0.88947368],0.503164556962025,0.433544303797468,0.754740834386852,0.945147679324894,0.943157894736842,0.945263157894737,0.574525745257453,0.706666666666667,0.512971887550201,0.542199488491049,0.683870967741935,0.438208775796434,0.772833723653396,0.846153846153846,0.755994628812584
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.91145833 0.94270833 0.90526316 0.89473684 0.88947368],0.591194968553459,0.619496855345912,0.833333333333333,0.985416666666667,0.991614255765199,0.985324947589098,0.673366834170854,0.858974358974359,0.596153846153846,0.693670886075949,0.791907514450867,0.602850308949571,0.848830576155163,0.923076923076923,0.832074175824176
ensemble_model_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.7        0.6        0.5        0.66666667],0.6875,0.5,0.8125,0.956521739130435,0.916666666666667,0.958333333333333,0.736842105263158,0.823529411764706,0.67843137254902,0.619047619047619,0.764705882352941,0.482352941176471,0.825581395348837,0.865853658536585,0.811131957473421
ensemble_model_v2_N8_B96_E104_nb_zones_4_mscn_svdn,8,96,104, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.6        0.5        0.65       0.5        0.61111111],0.40625,0.5625,0.79375,1,1,1,0.457142857142857,0.380952380952381,0.417748917748918,0.533333333333333,0.533333333333333,0.56078431372549,0.795031055900621,0.761904761904762,0.795426065162907
svm_model_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.65       0.83333333 0.66666667 0.38888889],0.612903225806452,0.419354838709678,0.743589743589744,0.893617021276596,0.893617021276596,0.893617021276596,0.6,0.692307692307692,0.623931623931624,0.5,0.642857142857143,0.439075630252101,0.75,0.810810810810811,0.746868820039552
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdn,40,0,40,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.90104167 0.890625   0.91578947 0.92631579 0.86842105],0.544025157232704,0.515723270440252,0.791194968553459,0.964705882352941,0.945492662473795,0.965408805031446,0.511784511784512,0.460606060606061,0.547296494355318,0.446043165467626,0.4,0.512883435582822,0.780132450331126,0.739021329987453,0.79132655402273
svm_model_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.68965517 0.5862069  0.74137931 0.67857143 0.64285714],0.468085106382979,0.48936170212766,0.871052631578947,1,1,1,0.545454545454545,0.652173913043478,0.471920289855072,0.612903225806452,0.791666666666667,0.482789855072464,0.878411910669975,0.931578947368421,0.871052631578947
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.95789474 0.92631579 0.93157895 0.93684211],0.640378548895899,0.618296529968454,0.846784363177806,0.991596638655462,0.991596638655462,0.991596638655462,0.604166666666667,0.58,0.637305389221557,0.618296529968454,0.566473988439306,0.623514771997431,0.84393063583815,0.822277847309136,0.846971198114543
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.90416667 0.87083333 0.86554622 0.88655462 0.91176471],0.591036414565826,0.532212885154062,0.806603773584905,0.954619124797407,0.986599664991625,0.953098827470687,0.655660377358491,0.74331550802139,0.583422459893048,0.58968058968059,0.705882352941176,0.540106951871658,0.821307506053269,0.888888888888889,0.806603773584905
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.48275862 0.44827586 0.51785714 0.48214286],0.553191489361702,0.595744680851064,0.894736842105263,1,1,1,0.533333333333333,0.521739130434783,0.552536231884058,0.595744680851064,0.583333333333333,0.596014492753623,0.894179894179894,0.889473684210526,0.894736842105263
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.9        0.84210526 0.89473684 0.85263158 0.82105263],0.515822784810127,0.503164556962025,0.77370417193426,0.948051948051948,0.922105263157895,0.949473684210526,0.484848484848485,0.45,0.516666666666667,0.464163822525597,0.419753086419753,0.505331088664422,0.763540290620872,0.725219573400251,0.774074754852992
svm_model_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.5862069  0.5        0.58928571 0.55357143],0.468085106382979,0.51063829787234,0.873684210526316,1,1,1,0.390243902439024,0.347826086956522,0.465579710144927,0.465116279069767,0.416666666666667,0.51268115942029,0.87027027027027,0.847368421052631,0.873684210526316
ensemble_model_v2_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102, zones, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.65       0.5        0.61111111 0.66666667 0.72222222],0.566666666666667,0.466666666666667,0.796052631578947,0.977777777777778,0.956521739130435,0.978260869565217,0.606060606060606,0.5,0.6,0.428571428571429,0.375,0.473214285714286,0.794701986754967,0.731707317073171,0.801567944250871
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, [0.8        0.6        0.55       0.5        0.72222222],0.5625,0.5625,0.68125,0.752688172043011,0.729166666666667,0.760416666666667,0.611111111111111,0.6875,0.5625,0.533333333333333,0.571428571428571,0.563492063492063,0.679245283018868,0.692307692307692,0.681519699812383
svm_model_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.49159664 0.4789916  0.49579832 0.47457627],0.486111111111111,0.513888888888889,0.502620545073375,0.337457817772778,0.252525252525252,0.504208754208754,0.350877192982456,0.289017341040462,0.478733269450713,0.385964912280702,0.294117647058824,0.522781366882013,0.349554489376285,0.267295597484277,0.502620545073375
ensemble_model_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.5        0.65       0.7        0.61111111 0.66666667],0.5625,0.53125,0.8,0.967741935483871,0.9375,0.96875,0.588235294117647,0.588235294117647,0.56078431372549,0.444444444444444,0.6,0.55,0.792207792207792,0.813333333333333,0.80078431372549
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.87916667 0.85       0.9        0.9125     0.8907563 ],0.597183098591549,0.594366197183099,0.830188679245283,0.96969696969697,0.988313856427379,0.969115191986644,0.645161290322581,0.747126436781609,0.600082555407379,0.655502392344498,0.756906077348066,0.591096716834953,0.841332027424094,0.90041928721174,0.830188679245283
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdn,4,0,4,10, low_bits_4_shifted_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.56722689 0.50420168 0.57142857 0.59663866 0.52941176],0.504178272980501,0.504178272980501,0.559224318658281,0.541154210028382,0.480672268907563,0.592436974789916,0.335820895522388,0.25,0.504888268156425,0.3046875,0.217877094972067,0.503382991930478,0.468058191018343,0.387840670859539,0.559224318658281
svm_model_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.63333333 0.53571429 0.5        0.57142857],0.479166666666667,0.479166666666667,0.7,0.851351351351351,0.875,0.847222222222222,0.489795918367347,0.5,0.479166666666667,0.468085106382979,0.55,0.489285714285714,0.704918032786885,0.741379310344828,0.701334816462736
ensemble_model_N8_B96_E104_nb_zones_4_mscn_svdne,8,96,104,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.45       0.65       0.65       0.66666667 0.72222222],0.59375,0.53125,0.81875,0.989473684210526,0.979166666666667,0.989583333333333,0.628571428571429,0.846153846153846,0.633603238866397,0.516129032258065,0.5,0.53125,0.819875776397515,0.857142857142857,0.82013769363167
svm_model_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82631579 0.87894737 0.78947368 0.80526316 0.85263158],0.471518987341772,0.541139240506329,0.731352718078382,0.874024526198439,0.825263157894737,0.881052631578947,0.355212355212355,0.275449101796407,0.483362134790821,0.44015444015444,0.38255033557047,0.532592533054696,0.69964664310954,0.625790139064475,0.731352718078382
ensemble_model_v2_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.7        0.5        0.55       0.5        0.83333333],0.59375,0.59375,0.8375,1,1,1,0.518518518518519,0.466666666666667,0.586274509803922,0.580645161290323,0.529411764705882,0.598039215686275,0.831168831168831,0.8,0.8375
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.94210526 0.92631579 0.93157895 0.91578947],0.533123028391167,0.599369085173502,0.817780580075662,0.985232067510549,0.98109243697479,0.985294117647059,0.534591194968553,0.53125,0.533140923566879,0.62089552238806,0.654088050314465,0.59919592389141,0.81948782011243,0.825157232704403,0.81776192861516
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.5862069  0.58928571 0.58928571 0.67857143],0.520833333333333,0.458333333333333,0.871052631578947,1,1,1,0.566037735849057,0.555555555555556,0.515873015873016,0.380952380952381,0.380952380952381,0.44973544973545,0.870712401055409,0.868421052631579,0.871052631578947
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5875     0.55416667 0.54166667 0.54583333 0.51260504],0.481690140845071,0.526760563380282,0.553459119496855,0.613003095975232,0.66110183639399,0.582637729549249,0.62753036437247,0.890804597701149,0.489601193878199,0.673151750972763,0.955801104972375,0.518130437543659,0.629565217391304,0.758909853249476,0.553459119496855
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50420168 0.54621849 0.49159664 0.48739496 0.50420168],0.467966573816156,0.526462395543176,0.510482180293501,0.437684003925417,0.374789915966387,0.518487394957983,0.436578171091445,0.422857142857143,0.466863354037267,0.511494252873563,0.483695652173913,0.527562111801242,0.452520515826495,0.404612159329141,0.510482180293501
svm_model_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.75862069 0.5862069  0.625      0.60714286],0.446808510638298,0.638297872340426,0.836842105263158,0.931899641577061,0.909090909090909,0.933566433566434,0.458333333333333,0.523809523809524,0.454212454212454,0.666666666666667,0.653846153846154,0.636446886446886,0.835978835978836,0.831578947368421,0.836842105263158
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svd,8,0,8, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.98319328 0.97478992 0.96638655 0.95378151 0.95378151],0.515320334261838,0.481894150417827,0.811320754716981,1,1,1,0.604545454545455,0.755681818181818,0.51991741182315,0.561320754716981,0.650273224043716,0.478545702930949,0.824732229795521,0.887840670859539,0.811320754716981
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.43103448 0.46428571 0.41071429 0.41071429],0.479166666666667,0.479166666666667,0.868421052631579,1,1,1,0.444444444444444,0.5,0.482142857142857,0.528301886792453,0.5,0.475,0.869109947643979,0.873684210526316,0.868421052631579
ensemble_model_v2_N8_B96_E104_nb_zones_4_mscn_svdne,8,96,104, zones, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.55       0.72222222 0.55555556 0.77777778 0.5       ],0.633333333333333,0.533333333333333,0.796052631578947,0.934782608695652,0.934782608695652,0.934782608695652,0.56,0.538461538461538,0.622171945701357,0.533333333333333,0.533333333333333,0.533333333333333,0.789115646258503,0.783783783783784,0.795738045738046
ensemble_model_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.46666667 0.6        0.53571429 0.60714286 0.46428571],0.583333333333333,0.520833333333333,0.8125,0.985915492957746,0.972222222222222,0.986111111111111,0.523809523809524,0.578947368421053,0.582577132486388,0.488888888888889,0.423076923076923,0.52972027972028,0.803493449781659,0.786324786324786,0.811861580154263
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.88020833 0.90625    0.91578947 0.88947368 0.85789474],0.622641509433962,0.534591194968553,0.824528301886793,0.988505747126437,0.991614255765199,0.988469601677149,0.615384615384615,0.623376623376623,0.622663921444409,0.54320987654321,0.530120481927711,0.534797083069119,0.824858757062147,0.824341279799247,0.824528773569233
svm_model_N16_B92_E108_nb_zones_4_mscn_svdn,16,92,108,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.8        0.61111111 0.55555556],0.5,0.21875,0.55,0.651685393258427,0.604166666666667,0.677083333333333,0.466666666666667,0.411764705882353,0.505882352941176,0.285714285714286,0.263157894736842,0.208502024291498,0.532467532467533,0.488095238095238,0.553258145363409
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59243697 0.61344538 0.6302521  0.58823529 0.61344538],0.462395543175487,0.498607242339833,0.582809224318658,0.59675881792183,0.526050420168067,0.64453781512605,0.416918429003021,0.387640449438202,0.461776025824074,0.473684210526316,0.447513812154696,0.499037804953753,0.537746806039489,0.485324947589099,0.582809224318658
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdne,26,0,26,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.90625    0.953125   0.95263158 0.95263158],0.540880503144654,0.537735849056604,0.80464824120603,0.98109243697479,0.976987447698745,0.981171548117155,0.54375,0.604166666666667,0.546336206896552,0.592797783933518,0.625730994152047,0.530552571905955,0.809552969993876,0.833543505674653,0.80475673406386
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.97395833 0.86979167 0.94736842 0.88947368],0.515723270440252,0.506289308176101,0.794597989949749,0.983333333333333,0.98744769874477,0.98326359832636,0.576923076923077,0.664556962025316,0.516653481012658,0.547550432276657,0.646258503401361,0.516111707841031,0.804308797127469,0.85823754789272,0.795620628087275
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.95833333 0.92631579 0.93684211 0.95789474 0.92631579],0.498422712933754,0.482649842271293,0.783102143757881,0.977588046958378,0.96218487394958,0.977941176470588,0.54957507082153,0.587878787878788,0.494597288676236,0.536723163841808,0.590062111801242,0.480928491798057,0.790754257907543,0.810473815461347,0.782787928138837
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80729167 0.80208333 0.81770833 0.78125    0.77368421],0.58307210031348,0.658307210031348,0.767543859649123,0.871128871128871,0.910229645093946,0.865344467640918,0.602985074626866,0.63125,0.582920597484277,0.678466076696165,0.71875,0.65811713836478,0.778507462686567,0.816020025031289,0.767483036355042
svm_model_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.8        0.60714286 0.64285714 0.57142857],0.583333333333333,0.5,0.795833333333333,0.964539007092198,0.944444444444444,0.965277777777778,0.583333333333333,0.5,0.6,0.478260869565217,0.523809523809524,0.502645502645503,0.791489361702128,0.768595041322314,0.79606222654351
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.575      0.56666667 0.55       0.57916667 0.55462185],0.529577464788732,0.538028169014084,0.575995807127883,0.673050615595075,0.821368948247078,0.601001669449082,0.557029177718833,0.6,0.530555555555556,0.585858585858586,0.644444444444444,0.536507936507937,0.638031319910514,0.747379454926625,0.575995807127883
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.67241379 0.63793103 0.64285714 0.64285714 0.53571429],0.5,0.520833333333333,0.871052631578947,0.993006993006993,1,0.992957746478873,0.5,0.5,0.5,0.488888888888889,0.458333333333333,0.520833333333333,0.870712401055409,0.868421052631579,0.871052631578947
ensemble_model_v2_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.46428571 0.35714286 0.64285714 0.5       ],0.531914893617021,0.48936170212766,0.783898305084746,0.964539007092198,0.957746478873239,0.964788732394366,0.56,0.608695652173913,0.533514492753623,0.555555555555556,0.625,0.486413043478261,0.791836734693877,0.822033898305085,0.783898305084746
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.63793103 0.53448276 0.51785714 0.64285714],0.617021276595745,0.468085106382979,0.886842105263158,1,1,1,0.608695652173913,0.583333333333333,0.617753623188406,0.489795918367347,0.521739130434783,0.469202898550725,0.887139107611548,0.889473684210526,0.886842105263158
ensemble_model_N16_B92_E108_nb_zones_4_mscn_svdn,16,92,108,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.8        0.45       0.45       0.66666667 0.61111111],0.625,0.375,0.8,1,1,1,0.647058823529412,0.611111111111111,0.626984126984127,0.333333333333333,0.416666666666667,0.383333333333333,0.8,0.82051282051282,0.800500312695434
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,1194,398,398,0.6,0.2,0.2, [0.95416667 0.95       0.94117647 0.97058824 0.96638655],0.507002801120448,0.478991596638655,0.809748427672956,0.999161777032691,0.998324958123953,0.999162479061976,0.598173515981735,0.71978021978022,0.502747252747253,0.573394495412844,0.714285714285714,0.483516483516484,0.824383164005806,0.893081761006289,0.809748427672956
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.97058824 0.92857143 0.95378151 0.95378151 0.96638655],0.501392757660167,0.49025069637883,0.809224318658281,0.998316498316498,0.996638655462185,0.998319327731092,0.551378446115288,0.625,0.503756830601093,0.559036144578313,0.633879781420765,0.487394436164928,0.818181818181818,0.858490566037736,0.809224318658281
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.91578947 0.93157895 0.94210526 0.90526316],0.528481012658228,0.518987341772152,0.805941845764855,0.993684210526316,0.993684210526316,0.993684210526316,0.633906633906634,0.732954545454545,0.502191558441558,0.608247422680412,0.77124183006536,0.526725209511207,0.824068767908309,0.894278606965174,0.804465781631687
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66, zones, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.53448276 0.53448276 0.44827586 0.48275862 0.44642857],0.434782608695652,0.58695652173913,0.881578947368421,1,1,1,0.535714285714286,0.517241379310345,0.405679513184584,0.558139534883721,0.705882352941176,0.611561866125761,0.883720930232558,0.9,0.881578947368421
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32, zones, lab, svdn,960,320,320,0.6,0.2,0.2, [0.96354167 0.91666667 0.96875    0.95833333 0.94270833],0.46875,0.509375,0.795,0.99895724713243,0.997916666666667,0.998958333333333,0.484848484848485,0.512820512820513,0.469824890556598,0.528528528528529,0.526946107784431,0.508571093107902,0.797780517879161,0.805728518057285,0.794959616619609
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.86979167 0.83333333 0.84375    0.86979167 0.890625  ],0.571875,0.6,0.82875,0.990654205607477,0.99375,0.990625,0.624657534246575,0.726114649681529,0.574713766558556,0.663157894736842,0.736842105263158,0.589897562698693,0.839578454332553,0.887376237623762,0.828157815781578
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95378151 0.96638655 0.96218487 0.96638655 0.96638655],0.54874651810585,0.520891364902507,0.824947589098533,1,1,1,0.628440366972477,0.756906077348066,0.54699236451673,0.607305936073059,0.747191011235955,0.52276677633621,0.838178294573643,0.906708595387841,0.824947589098533
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.975      0.97083333 0.95798319 0.96218487 0.95378151],0.490196078431373,0.532212885154062,0.817085953878407,1,1,1,0.600877192982456,0.778409090909091,0.494176921145153,0.631346578366446,0.790055248618785,0.52855035158212,0.834046600095102,0.919287211740042,0.817085953878407
ensemble_model_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.46428571 0.60714286 0.67857143 0.5       ],0.531914893617021,0.574468085106383,0.813559322033898,0.985714285714286,0.971830985915493,0.985915492957746,0.56,0.518518518518518,0.534259259259259,0.545454545454545,0.521739130434783,0.573369565217391,0.811965811965812,0.785123966942149,0.814301113905857
svm_model_N4_B98_E102_nb_zones_6_mscn_svdn,4,98,102,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.5        0.43333333 0.53571429 0.53571429 0.46428571],0.583333333333333,0.458333333333333,0.6625,0.744525547445255,0.708333333333333,0.756944444444444,0.62962962962963,0.62962962962963,0.576719576719577,0.434782608695652,0.4,0.460869565217391,0.658227848101266,0.629032258064516,0.663654060066741
ensemble_model_v2_N16_B92_E108_nb_zones_4_mscn_svdn,16,92,108, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.35       0.7        0.44444444 0.44444444],0.71875,0.34375,0.8125,1,1,1,0.666666666666667,0.529411764705882,0.731372549019608,0.4,0.368421052631579,0.338056680161943,0.810126582278481,0.761904761904762,0.81516290726817
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.94957983 0.95798319 0.96218487 0.95378151 0.95338983],0.513888888888889,0.497222222222222,0.813417190775681,1,1,1,0.670433145009416,0.956989247311828,0.49860956618465,0.651252408477842,0.971264367816092,0.512513904338154,0.840929401251117,0.986373165618449,0.813417190775681
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.81770833 0.82291667 0.78645833 0.796875   0.78947368],0.664576802507837,0.648902821316614,0.848997493734336,0.977319587628866,0.989561586638831,0.977035490605428,0.670769230769231,0.751724137931034,0.67183908045977,0.672514619883041,0.723270440251572,0.649135220125786,0.852779474648748,0.891443167305236,0.849780624243024
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9375     0.92857143 0.95798319 0.94537815 0.96218487],0.575418994413408,0.583798882681564,0.840146750524109,0.996638655462185,0.99496644295302,0.996644295302013,0.595744680851064,0.682926829268293,0.58373145587126,0.628428927680798,0.649484536082474,0.577791048529042,0.844941535332994,0.871069182389937,0.840146750524109
svm_model_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.5862069  0.625      0.5        0.58928571],0.541666666666667,0.5,0.878947368421053,1,1,1,0.576923076923077,0.576923076923077,0.538461538461538,0.454545454545455,0.454545454545455,0.496503496503497,0.878947368421053,0.878947368421053,0.878947368421052
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.90104167 0.88541667 0.88541667 0.92631579 0.93157895],0.525157232704403,0.506289308176101,0.805276381909548,0.997907949790795,0.997907949790795,0.997907949790795,0.59946949602122,0.719745222929936,0.527574474819005,0.630588235294118,0.748603351955307,0.471423978135927,0.823663253697383,0.889434889434889,0.803329269910247
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.60344828 0.625      0.51785714 0.67857143],0.583333333333333,0.458333333333333,0.868421052631579,0.985714285714286,0.971830985915493,0.985915492957746,0.655172413793104,0.678571428571429,0.564285714285714,0.48,0.6,0.478571428571429,0.871134020618557,0.889473684210526,0.868421052631579
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.9375     0.90625    0.96354167 0.91145833 0.92105263],0.545454545454545,0.526645768025078,0.81265664160401,0.996865203761756,0.995824634655532,0.996868475991649,0.553846153846154,0.538922155688623,0.545776867317996,0.532507739938081,0.540880503144654,0.526690251572327,0.813707165109034,0.811180124223603,0.8126697081295
svm_model_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.70689655 0.56896552 0.66071429 0.60714286 0.57142857],0.5625,0.4375,0.839473684210526,0.954703832752613,0.964788732394366,0.954225352112676,0.533333333333333,0.631578947368421,0.574410163339383,0.509090909090909,0.482758620689655,0.425589836660617,0.842377260981912,0.857894736842105,0.839473684210526
ensemble_model_v2_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.78571429 0.64285714 0.60714286 0.85714286],0.595744680851064,0.446808510638298,0.783898305084746,0.958333333333333,0.971830985915493,0.95774647887324,0.612244897959184,0.576923076923077,0.597985347985348,0.409090909090909,0.428571428571429,0.445054945054945,0.784810126582278,0.788135593220339,0.783898305084746
ensemble_model_N4_B98_E102_nb_zones_6_mscn_svdn,4,98,102,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.36666667 0.5        0.60714286 0.57142857 0.5       ],0.645833333333333,0.583333333333333,0.8375,0.986111111111111,0.986111111111111,0.986111111111111,0.653061224489796,0.64,0.646086956521739,0.62962962962963,0.62962962962963,0.576719576719577,0.842105263157895,0.838709677419355,0.83745828698554
svm_model_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.65       0.83333333 0.66666667],0.65625,0.4375,0.73125,0.847826086956522,0.8125,0.854166666666667,0.685714285714286,0.75,0.65625,0.4375,0.466666666666667,0.43921568627451,0.729559748427673,0.734177215189873,0.731286138459134
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.89583333 0.92708333 0.92105263 0.93684211 0.93157895],0.50314465408805,0.515723270440252,0.80188679245283,0.99685204616999,0.9958071278826,0.996855345911949,0.540697674418605,0.615894039735099,0.508545822262759,0.554913294797688,0.596273291925466,0.514697155516873,0.808277541083384,0.841571609632446,0.802184057000992
svm_model_N16_B0_E16_nb_zones_10_lab_svd,16,0,16,10, lab, svd,1200,400,400,0.6,0.2,0.2, [0.9875     0.96666667 0.96666667 0.975      0.94583333],0.494350282485876,0.505649717514124,0.814465408805031,1,1,1,0.661625708884688,1,0.5,0.671669793621013,1,0.5,0.843501326259947,1,0.814465408805031
svm_model_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.8        0.7        0.85       0.77777778 0.66666667],0.59375,0.59375,0.7375,0.822222222222222,0.770833333333333,0.833333333333333,0.628571428571429,0.6875,0.59375,0.648648648648649,0.631578947368421,0.58502024291498,0.740740740740741,0.72289156626506,0.738069159755907
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.90526316 0.90526316 0.94210526 0.88421053 0.89893617],0.449367088607595,0.481012658227848,0.781645569620253,0.992608236536431,0.991561181434599,0.992616033755274,0.416107382550336,0.413333333333333,0.447630522088353,0.426573426573427,0.36094674556213,0.489997182304875,0.774657086871326,0.747793190416141,0.781774612997143
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16,10, low_bits_6, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95416667 0.95       0.94166667 0.94957983 0.94957983],0.542134831460674,0.457865168539326,0.808176100628931,0.991624790619765,0.989966555183946,0.991638795986622,0.703096539162113,1,0.5,0.628131021194605,1,0.5,0.838196286472148,0.993710691823899,0.808176100628931
svm_model_N8_B96_E104_nb_zones_6_mscn_svdn,8,96,104,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.42857143 0.60714286 0.57142857 0.5       ],0.553191489361702,0.553191489361702,0.788135593220339,0.943661971830986,0.943661971830986,0.943661971830986,0.631578947368421,0.666666666666667,0.533333333333333,0.571428571428571,0.56,0.552727272727273,0.798387096774194,0.804878048780488,0.787394776602633
ensemble_model_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.6        0.65       0.5        0.61111111],0.75,0.59375,0.84375,0.956521739130435,0.916666666666667,0.958333333333333,0.8,0.842105263157895,0.728744939271255,0.628571428571429,0.733333333333333,0.601960784313725,0.850299401197605,0.865853658536585,0.843183239524703
ensemble_model_v2_N4_B98_E102_nb_zones_6_mscn_svdn,4,98,102, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.6        0.6        0.5        0.53571429 0.42857143],0.458333333333333,0.520833333333333,0.783333333333333,0.979020979020979,0.972222222222222,0.979166666666667,0.458333333333333,0.5,0.461538461538462,0.51063829787234,0.5,0.520833333333333,0.781512605042017,0.788135593220339,0.783412058905251
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.94537815 0.97478992 0.95378151 0.97058824 0.96610169],0.488888888888889,0.511111111111111,0.810796645702306,0.999157540016849,0.998316498316498,0.999158249158249,0.656716417910448,1,0.5,0.676470588235294,1,0.5,0.840758711954124,0.99895178197065,0.810796645702306
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svd,16,0,16,10, low_bits_4_shifted_2, svd,1200,400,400,0.6,0.2,0.2, [0.94583333 0.94583333 0.93333333 0.94583333 0.95833333],0.502824858757062,0.497175141242938,0.806603773584905,0.987468671679198,0.985,0.9875,0.669172932330827,1,0.5,0.664150943396226,1,0.5,0.836653386454183,0.990566037735849,0.806603773584905
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.92708333 0.89583333 0.9375     0.9375     0.93157895],0.608150470219436,0.564263322884012,0.831453634085213,0.994807892004154,1,0.994780793319415,0.63768115942029,0.662650602409639,0.605835105126388,0.594752186588921,0.633540372670807,0.563605629373378,0.837068443367656,0.857320099255583,0.831191695197412
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.95378151 0.96218487 0.96638655 0.97478992],0.515320334261838,0.484679665738162,0.811844863731656,1,1,1,0.680147058823529,1,0.5,0.652908067542214,1,0.5,0.841640935156595,1,0.811844863731656
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.43103448 0.55172414 0.51785714 0.5        0.48214286],0.625,0.479166666666667,0.886842105263158,1,1,1,0.625,0.625,0.625,0.528301886792453,0.583333333333333,0.479166666666667,0.888311688311688,0.9,0.886842105263158
ensemble_model_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.90526316 0.90526316 0.97368421 0.9        0.92631579],0.534810126582278,0.528481012658228,0.812262958280657,0.998946259220232,0.997894736842105,0.998947368421053,0.521172638436482,0.526315789473684,0.534499358151476,0.529968454258675,0.525,0.528525641025641,0.811188811188811,0.810673443456163,0.812254960721792
ensemble_model_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.4        0.61111111 0.44444444 0.72222222],0.387096774193548,0.451612903225806,0.743589743589744,0.956521739130435,0.936170212765957,0.957446808510638,0.457142857142857,0.470588235294118,0.378151260504202,0.484848484848485,0.470588235294118,0.449579831932773,0.75,0.740740740740741,0.743703703703704
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5        0.71428571 0.67857143 0.55357143],0.479166666666667,0.583333333333333,0.881578947368421,1,1,1,0.509803921568627,0.619047619047619,0.494708994708995,0.615384615384615,0.592592592592593,0.582010582010582,0.883720930232558,0.9,0.881578947368421
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.56722689 0.70168067 0.59243697 0.63865546 0.60169492],0.547222222222222,0.572222222222222,0.604297693920335,0.656739811912226,0.705387205387205,0.631313131313131,0.607228915662651,0.65625,0.539434523809524,0.618811881188119,0.744047619047619,0.58296130952381,0.639618138424821,0.70230607966457,0.604297693920335
ensemble_model_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.94166667 0.92083333 0.91666667 0.94166667 0.94957983],0.487323943661972,0.473239436619718,0.806603773584905,1,1,1,0.551724137931035,0.612021857923497,0.483336510357098,0.551558752997602,0.668604651162791,0.479111068750794,0.817417120237506,0.865828092243187,0.806603773584905
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.72916667 0.75520833 0.76041667 0.77894737],0.623824451410658,0.652037617554859,0.837719298245614,0.971428571428571,0.993736951983299,0.970772442588726,0.63855421686747,0.683870967741935,0.625472069236821,0.676384839650146,0.711656441717791,0.650700015730691,0.843504531722055,0.875784190715182,0.837766938912034
svm_model_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.66666667 0.56666667 0.64285714 0.39285714 0.5       ],0.625,0.541666666666667,0.670833333333333,0.666666666666667,0.541666666666667,0.729166666666667,0.571428571428571,0.571428571428571,0.619047619047619,0.5,0.478260869565217,0.539130434782609,0.610837438423645,0.53448275862069,0.666434927697441
ensemble_model_N8_B96_E104_nb_zones_6_mscn_svdn,8,96,104,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.3        0.46428571 0.53571429 0.53571429 0.64285714],0.531914893617021,0.425531914893617,0.792372881355932,1,1,1,0.45,0.529411764705882,0.531372549019608,0.4,0.428571428571429,0.425824175824176,0.784140969162996,0.81651376146789,0.794083652387488
ensemble_model_v2_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.6        0.75       0.61111111 0.77777778],0.4375,0.5,0.775,0.979166666666667,0.979166666666667,0.979166666666666,0.5,0.6,0.447058823529412,0.555555555555556,0.555555555555556,0.492063492063492,0.785714285714286,0.814814814814815,0.774496015002344
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.89166667 0.90833333 0.84166667 0.90336134 0.87815126],0.573033707865169,0.612359550561798,0.829140461215933,0.970443349753695,0.988294314381271,0.96989966555184,0.577777777777778,0.611764705882353,0.574699557242252,0.653266331658292,0.698924731182796,0.608285895003162,0.83502024291498,0.864779874213837,0.829140461215933
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85263158 0.87368421 0.87894737 0.91578947 0.88947368],0.477848101265823,0.563291139240506,0.801517067003793,0.988433228180862,0.989473684210526,0.988421052631579,0.53257790368272,0.5875,0.476442307692308,0.596491228070175,0.662337662337662,0.565736732403399,0.809234507897934,0.844106463878327,0.801624480362871
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.88235294 0.88655462 0.86554622 0.85714286 0.84453782],0.495821727019499,0.551532033426184,0.765723270440252,0.914703493095045,0.946218487394958,0.911764705882353,0.589569160997733,0.769230769230769,0.510931174089069,0.659619450317125,0.821052631578947,0.53478667081906,0.791608391608392,0.889937106918239,0.765723270440252
ensemble_model_v2_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.8        0.5        0.5        0.5        0.44444444],0.774193548387097,0.580645161290323,0.858974358974359,0.978723404255319,0.978723404255319,0.978723404255319,0.695652173913043,0.727272727272727,0.763636363636364,0.606060606060606,0.714285714285714,0.592436974789916,0.853333333333333,0.888888888888889,0.861111111111111
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdn,4,0,4,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.79583333 0.78571429 0.79831933 0.81512605 0.82352941],0.432960893854749,0.491620111731844,0.798218029350105,1,1,1,0.386706948640483,0.335078534031414,0.439994356836066,0.427672955974843,0.407185628742515,0.486315327460263,0.790874524714829,0.763102725366876,0.798218029350105
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdn,40,0,40,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.90625    0.86979167 0.94736842 0.88421053 0.92105263],0.481132075471698,0.506289308176101,0.787421383647799,0.983193277310924,0.981132075471698,0.983228511530398,0.501510574018127,0.5,0.480263157894737,0.481848184818482,0.48993288590604,0.505321472538819,0.786885245901639,0.787878787878788,0.787423103212577
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.78991597 0.76890756 0.78151261 0.81932773 0.79411765],0.459610027855153,0.50974930362117,0.806079664570231,1,1,1,0.522167487684729,0.572972972972973,0.456026716371544,0.564356435643564,0.655172413793103,0.514072693383038,0.815,0.854297693920335,0.80607966457023
svm_model_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.76666667 0.63333333 0.78571429 0.60714286 0.64285714],0.541666666666667,0.5,0.679166666666667,0.786206896551724,0.791666666666667,0.784722222222222,0.56,0.7,0.564285714285714,0.555555555555556,0.652173913043478,0.506086956521739,0.690763052208835,0.747826086956522,0.681913043478261
ensemble_model_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.71428571 0.57142857 0.53571429 0.5       ],0.553191489361702,0.617021276595745,0.809322033898305,0.956521739130435,0.929577464788732,0.95774647887324,0.533333333333333,0.6,0.559259259259259,0.653846153846154,0.739130434782609,0.619565217391304,0.808510638297872,0.833333333333333,0.810109289617486
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7875     0.80252101 0.77731092 0.79831933 0.79411765],0.502793296089386,0.502793296089386,0.813417190775681,1,1,1,0.5,0.478494623655914,0.503782195548887,0.513661202185792,0.546511627906977,0.504438609652413,0.814002089864159,0.816561844863732,0.813417190775681
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.9375     0.94791667 0.91145833 0.94270833 0.92708333],0.546875,0.565625,0.82125,0.997916666666667,0.997916666666667,0.997916666666667,0.596100278551532,0.664596273291926,0.546134614633384,0.633245382585752,0.705882352941176,0.556274509803922,0.831566548881037,0.870530209617756,0.820562950182769
ensemble_model_v2_N8_B96_E104_nb_zones_6_mscn_svdn,8,96,104, zones, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.5        0.32142857 0.42857143 0.46428571 0.42857143],0.565217391304348,0.608695652173913,0.836206896551724,1,1,1,0.565217391304348,0.65,0.575,0.590909090909091,0.541666666666667,0.611742424242424,0.834782608695652,0.842105263157895,0.836306868867083
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.51724138 0.5862069  0.53571429 0.5       ],0.468085106382979,0.617021276595745,0.886842105263158,1,1,1,0.528301886792453,0.583333333333333,0.465579710144928,0.590909090909091,0.565217391304348,0.615942028985507,0.887728459530026,0.894736842105263,0.886842105263158
ensemble_model_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.95833333 0.96875    0.91578947 0.94210526 0.95263158],0.537735849056604,0.509433962264151,0.805660377358491,0.993670886075949,0.987421383647799,0.993710691823899,0.508361204013378,0.449704142011834,0.543644017314642,0.430656934306569,0.401360544217687,0.501849862752118,0.796844181459566,0.764186633039092,0.805556302717789
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.56896552 0.55172414 0.67857143 0.67857143],0.553191489361702,0.51063829787234,0.86578947368421,0.975778546712803,0.986013986013986,0.975524475524476,0.588235294117647,0.6,0.55,0.530612244897959,0.590909090909091,0.515454545454545,0.868894601542416,0.889473684210526,0.86578947368421
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.91666667 0.84375    0.921875   0.86458333 0.93157895],0.532915360501567,0.507836990595611,0.800751879699248,0.98744769874477,0.985386221294363,0.987473903966597,0.552552552552553,0.56441717791411,0.532208588957055,0.495176848874598,0.503267973856209,0.507658083313647,0.80125,0.806289308176101,0.800772619131746
svm_model_N26_B87_E113_nb_zones_4_mscn_svdn,26,87,113,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.55       0.7        0.55555556 0.66666667],0.53125,0.5625,0.73125,0.847826086956522,0.8125,0.854166666666667,0.571428571428571,0.5,0.541666666666667,0.65,0.722222222222222,0.53968253968254,0.74251497005988,0.72093023255814,0.732086737900691
svm_model_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.45833333 0.49583333 0.49159664 0.47058824 0.4789916 ],0.490196078431373,0.509803921568627,0.506289308176101,0.48092280390417,0.45393634840871,0.510050251256281,0.566666666666667,0.672316384180791,0.491713747645951,0.576271186440678,0.661111111111111,0.508521657250471,0.519387755102041,0.533542976939203,0.506289308176101
svm_model_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.63333333 0.66666667 0.57142857 0.60714286 0.60714286],0.604166666666667,0.604166666666667,0.716666666666667,0.791666666666667,0.791666666666667,0.791666666666667,0.641509433962264,0.708333333333333,0.604166666666667,0.612244897959184,0.652173913043478,0.606086956521739,0.723577235772358,0.747899159663866,0.716924786443503
ensemble_model_v2_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.46666667 0.33333333 0.42857143 0.71428571 0.5       ],0.520833333333333,0.604166666666667,0.8125,0.979591836734694,1,0.979166666666667,0.488888888888889,0.423076923076923,0.52972027972028,0.577777777777778,0.619047619047619,0.605820105820106,0.810126582278481,0.80672268907563,0.812452253628724
ensemble_model_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.63333333 0.53571429 0.67857143 0.71428571],0.583333333333333,0.625,0.825,0.971428571428571,0.944444444444444,0.972222222222222,0.523809523809524,0.578947368421053,0.582577132486388,0.678571428571429,0.730769230769231,0.615384615384615,0.823529411764706,0.837606837606838,0.825307483844069
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.91666667 0.94791667 0.91145833 0.93229167 0.88947368],0.636363636363636,0.614420062695925,0.841478696741855,0.985386221294363,0.985386221294363,0.985386221294363,0.543307086614173,0.450980392156863,0.629104653909757,0.549450549450549,0.477707006369427,0.61231029330817,0.82962962962963,0.780735107731305,0.840801258946198
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.74583333 0.79831933 0.76470588 0.7605042  0.7394958 ],0.491620111731844,0.516759776536313,0.809748427672956,0.993299832495812,0.99496644295302,0.993288590604027,0.560386473429952,0.64804469273743,0.491620111731844,0.581113801452784,0.670391061452514,0.516759776536313,0.820385947550717,0.868972746331237,0.809748427672956
svm_model_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.65       0.65       0.75       0.44444444 0.5       ],0.5625,0.65625,0.675,0.682352941176471,0.604166666666667,0.71875,0.666666666666667,0.823529411764706,0.545098039215686,0.645161290322581,0.714285714285714,0.662698412698413,0.670886075949367,0.670886075949367,0.67494921081419
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.95263158 0.95263158 0.97894737 0.94210526 0.94148936],0.5,0.522151898734177,0.803164556962025,0.997885835095137,0.9957805907173,0.99789029535865,0.473333333333333,0.427710843373494,0.503855421686747,0.477508650519031,0.433962264150943,0.522713616151905,0.797394136807818,0.765957446808511,0.80359332007519
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.921875   0.91145833 0.95789474 0.95263158],0.481132075471698,0.509433962264151,0.793969849246231,0.992685475444096,0.993723849372385,0.992677824267782,0.552845528455285,0.689189189189189,0.494594594594595,0.556818181818182,0.632258064516129,0.512448050662973,0.804529201430274,0.864276568501921,0.795270220132588
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdne,26,0,26,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.90104167 0.96354167 0.94270833 0.96875    0.96354167],0.51875,0.521875,0.805,0.994775339602926,0.991666666666667,0.994791666666667,0.524691358024691,0.544871794871795,0.519387116948093,0.534954407294833,0.502857142857143,0.52384236453202,0.806211180124224,0.800246609124538,0.805066270341736
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86458333 0.85789474 0.8        0.83684211 0.77894737],0.602523659305994,0.583596214511041,0.82219419924338,0.975257731958763,0.993697478991597,0.974789915966386,0.546762589928057,0.496732026143791,0.598975769169456,0.547945205479452,0.481927710843373,0.588645974626985,0.816883116883117,0.791194968553459,0.822272579093417
ensemble_model_N26_B87_E113_nb_zones_4_mscn_svdn,26,87,113,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.35       0.4        0.3        0.44444444 0.38888889],0.46875,0.40625,0.7625,0.979166666666667,0.979166666666667,0.979166666666666,0.54054054054054,0.588235294117647,0.46078431372549,0.457142857142857,0.571428571428571,0.424603174603175,0.773809523809524,0.822784810126582,0.763244256915143
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.72916667 0.66666667 0.59243697 0.68907563 0.69327731],0.582633053221289,0.518207282913165,0.831236897274633,0.999161777032691,0.998324958123953,0.999162479061976,0.541538461538462,0.5,0.581491712707182,0.46583850931677,0.414364640883978,0.519682320441989,0.825,0.79559748427673,0.831236897274633
svm_model_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.53448276 0.65517241 0.625      0.58928571],0.51063829787234,0.638297872340426,0.831578947368421,0.914893617021277,0.902097902097902,0.916083916083916,0.530612244897959,0.65,0.528703703703704,0.701754385964912,0.740740740740741,0.62037037037037,0.835051546391752,0.852631578947368,0.831578947368421
ensemble_model_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.39285714 0.53571429 0.53571429 0.57142857 0.46428571],0.478260869565217,0.521739130434783,0.801724137931034,1,1,1,0.52,0.481481481481482,0.477582846003899,0.421052631578947,0.363636363636364,0.515151515151515,0.798245614035088,0.764705882352941,0.802706923477355
svm_model_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.42105263 0.52631579 0.52631579 0.76315789 0.60526316],0.507936507936508,0.492063492063492,0.629746835443038,0.689655172413793,0.631578947368421,0.715789473684211,0.436363636363636,0.444444444444444,0.5,0.483870967741936,0.46875,0.492439516129032,0.597938144329897,0.564935064935065,0.628146544813211
ensemble_model_v2_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.66666667 0.60714286 0.67857143 0.67857143],0.541666666666667,0.604166666666667,0.795833333333333,0.942857142857143,0.916666666666667,0.944444444444444,0.541666666666667,0.65,0.557142857142857,0.595744680851064,0.56,0.606086956521739,0.791489361702128,0.794871794871795,0.795809881175735
ensemble_model_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.7        0.55555556 0.66666667 0.66666667],0.548387096774194,0.709677419354839,0.846153846153846,0.989247311827957,0.978723404255319,0.98936170212766,0.533333333333333,0.615384615384615,0.557692307692308,0.769230769230769,0.75,0.693181818181818,0.851851851851852,0.8625,0.845723684210526
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.93229167 0.94791667 0.93684211 0.93157895 0.92631579],0.522012578616352,0.490566037735849,0.79937106918239,0.994731296101159,0.989517819706499,0.994758909853249,0.565714285714286,0.614906832298137,0.520829212327412,0.557377049180328,0.596491228070175,0.481919083422843,0.808408408408408,0.831891223733004,0.798788121469575
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.63445378 0.66806723 0.62605042 0.62605042 0.55932203],0.497222222222222,0.502777777777778,0.625786163522013,0.706953642384106,0.718855218855219,0.702020202020202,0.557457212713936,0.629834254143646,0.496481372881879,0.566585956416465,0.653631284916201,0.503611222568598,0.648275862068966,0.689727463312369,0.625786163522013
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdn,8,0,8,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.6512605  0.71008403 0.68487395 0.70588235 0.68644068],0.547222222222222,0.511111111111111,0.671907756813417,0.760633861551293,0.767676767676768,0.758417508417508,0.558265582655826,0.553763440860215,0.546996662958843,0.491329479768786,0.488505747126437,0.510381905821283,0.672936259143156,0.675052410901468,0.671907756813417
ensemble_model_v2_N26_B87_E113_nb_zones_4_mscn_svdn,26,87,113, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.45       0.44444444 0.44444444 0.22222222],0.741935483870968,0.451612903225806,0.83974358974359,1,1,1,0.733333333333333,0.846153846153846,0.756410256410257,0.451612903225806,0.411764705882353,0.455882352941176,0.838709677419355,0.844155844155844,0.839799441065264
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.72689076 0.7394958  0.78571429 0.7394958  0.80084746],0.544444444444444,0.558333333333333,0.709119496855346,0.817322834645669,0.873737373737374,0.804713804713805,0.592039800995025,0.668539325842697,0.54580812445981,0.607407407407407,0.675824175824176,0.557013211507593,0.732787674530573,0.79769392033543,0.709119496855346
svm_model_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.89583333 0.90104167 0.92631579 0.85789474],0.484276729559748,0.562893081761006,0.768844221105528,0.927048260381594,0.864016736401674,0.932008368200837,0.549450549450549,0.657894736842105,0.491597970830691,0.637075718015666,0.748466257668712,0.558104096576291,0.775335775335775,0.800756620428752,0.768964042379582
svm_model_N16_B92_E108_nb_zones_6_mscn_svdn,16,92,108,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.36666667 0.57142857 0.42857143 0.64285714 0.5       ],0.48936170212766,0.680851063829787,0.559322033898305,0.596273291925466,0.676056338028169,0.542253521126761,0.5,0.6,0.503703703703704,0.716981132075472,0.730769230769231,0.674908424908425,0.603053435114504,0.675213675213675,0.56029591323709
ensemble_model_v2_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.56666667 0.56666667 0.5        0.42857143 0.67857143],0.583333333333333,0.4375,0.783333333333333,0.965034965034965,0.958333333333333,0.965277777777778,0.62962962962963,0.708333333333333,0.583333333333333,0.448979591836735,0.523809523809524,0.447089947089947,0.788617886178862,0.829059829059829,0.784448613716906
ensemble_model_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.55       0.44736842 0.44736842 0.55263158 0.60526316],0.453125,0.5625,0.796875,0.989690721649485,1,0.989583333333333,0.507042253521127,0.620689655172414,0.467487684729064,0.6,0.617647058823529,0.558823529411765,0.805970149253731,0.849056603773585,0.797199109340209
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.57983193 0.68487395 0.68067227 0.59663866 0.66525424],0.519444444444444,0.538888888888889,0.65461215932914,0.72972972972973,0.727272727272727,0.730639730639731,0.454258675078864,0.395604395604396,0.520835905667366,0.511764705882353,0.48876404494382,0.538338066427954,0.64204236827811,0.619496855345912,0.65461215932914
ensemble_model_v2_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.5        0.38888889 0.44444444],0.5625,0.53125,0.8125,0.989473684210526,0.979166666666667,0.989583333333333,0.611111111111111,0.6875,0.5625,0.444444444444444,0.428571428571429,0.51984126984127,0.810126582278481,0.82051282051282,0.812695434646654
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.74479167 0.74479167 0.73958333 0.78645833 0.77894737],0.620689655172414,0.576802507836991,0.708646616541353,0.81455190771961,0.958246346555324,0.781837160751566,0.543396226415094,0.436363636363636,0.627272727272727,0.486692015209125,0.415584415584416,0.571428571428571,0.719033232628399,0.745614035087719,0.708646616541353
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.75862069 0.60714286 0.66071429 0.60714286],0.6875,0.458333333333333,0.871052631578947,0.971830985915493,0.971830985915493,0.971830985915493,0.705882352941176,0.72,0.686086956521739,0.5,0.565217391304348,0.462608695652174,0.873385012919897,0.889473684210526,0.871052631578947
svm_model_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.65       0.61111111 0.61111111],0.5625,0.5,0.75625,0.903225806451613,0.875,0.90625,0.588235294117647,0.833333333333333,0.616666666666667,0.466666666666667,0.5,0.5,0.751592356687898,0.797297297297297,0.759113764927718
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.9375     0.93157895 0.92105263 0.93684211 0.94210526],0.488958990536278,0.514195583596215,0.790037831021437,0.982198952879581,0.985294117647059,0.982142857142857,0.490566037735849,0.478527607361963,0.489263803680982,0.493421052631579,0.490196078431373,0.513390722142516,0.788839568801522,0.785353535353535,0.790031931404728
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.71848739 0.78151261 0.71848739 0.7605042  0.75423729],0.530555555555556,0.547222222222222,0.698637316561845,0.795969773299748,0.797979797979798,0.795454545454546,0.588807785888078,0.657608695652174,0.527667984189723,0.593516209476309,0.676136363636364,0.550024703557312,0.712930604093859,0.748427672955975,0.698637316561845
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.96218487 0.93277311 0.92857143 0.9789916  0.96186441],0.580555555555556,0.561111111111111,0.835429769392034,0.995801847187238,0.998316498316498,0.995791245791246,0.673866090712743,0.852459016393443,0.575947022321015,0.650442477876106,0.830508474576271,0.565527461331851,0.850902184235517,0.939203354297694,0.835429769392034
svm_model_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.57894737 0.5        0.60526316 0.63157895],0.59375,0.390625,0.640625,0.742268041237113,0.75,0.739583333333333,0.657894736842105,0.806451612903226,0.60019550342131,0.450704225352113,0.5,0.390625,0.662756598240469,0.710691823899371,0.641060197663971
ensemble_model_N16_B92_E108_nb_zones_6_mscn_svdn,16,92,108,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.46428571 0.5        0.60714286 0.42857143],0.638297872340426,0.553191489361702,0.838983050847458,1,1,1,0.604651162790698,0.565217391304348,0.63677536231884,0.553191489361702,0.68421052631579,0.574248120300752,0.836206896551724,0.858407079646018,0.839772645514066
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdne,32,0,32,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.95789474 0.95263158 0.92631579 0.91578947],0.548895899053628,0.55205047318612,0.812105926860025,0.986330178759201,0.985294117647059,0.986344537815126,0.578171091445428,0.616352201257862,0.548682429742855,0.589595375722543,0.641509433962264,0.55176737520898,0.817848410757946,0.842569269521411,0.812067463043534
ensemble_model_v2_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.425      0.55263158 0.60526316 0.52631579 0.71052632],0.453125,0.53125,0.759375,0.936170212765957,0.916666666666667,0.9375,0.461538461538462,0.483870967741936,0.45405669599218,0.583333333333333,0.636363636363636,0.527859237536657,0.763076923076923,0.775,0.759375
svm_model_N32_B84_E116_nb_zones_4_mscn_svdn,32,84,116,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.7        0.7        0.45       0.55555556 0.72222222],0.40625,0.59375,0.6875,0.8,0.75,0.8125,0.424242424242424,0.5,0.416666666666667,0.628571428571429,0.55,0.608333333333333,0.683544303797468,0.658536585365854,0.688242651657286
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.88020833 0.875      0.88541667 0.92708333 0.91052632],0.579937304075235,0.595611285266458,0.830200501253133,0.991718426501035,1,0.991649269311065,0.61046511627907,0.67741935483871,0.582612116443745,0.60790273556231,0.632911392405063,0.595958801792594,0.834655277608298,0.863636363636364,0.830450022614202
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.921875   0.95833333 0.94791667 0.94210526 0.95789474],0.547169811320755,0.493710691823899,0.797738693467337,0.982086406743941,0.97489539748954,0.982217573221757,0.532467532467532,0.539473684210526,0.546845275840203,0.516516516516517,0.50887573964497,0.492692903379532,0.79748427672956,0.793491864831039,0.797754759653855
ensemble_model_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.45       0.6        0.55555556 0.72222222],0.59375,0.53125,0.825,1,1,1,0.518518518518519,0.583333333333333,0.591666666666667,0.444444444444444,0.461538461538462,0.520242914979757,0.813333333333333,0.835616438356164,0.825854196189576
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.92105263 0.94736842 0.94210526 0.93157895],0.613924050632911,0.626582278481013,0.848293299620733,1,1,1,0.628048780487805,0.635802469135802,0.613355780022447,0.652941176470588,0.680981595092024,0.624804523036208,0.851668726823239,0.86125,0.848144181585678
ensemble_model_v2_N16_B92_E108_nb_zones_6_mscn_svdn,16,92,108, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.35714286 0.46428571 0.5        0.67857143],0.468085106382979,0.553191489361702,0.805084745762712,1,1,1,0.545454545454545,0.681818181818182,0.480909090909091,0.511627906976744,0.5,0.55,0.808333333333333,0.843478260869565,0.80603665109594
ensemble_model_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.57894737 0.60526316 0.60526316 0.55555556],0.548387096774194,0.435483870967742,0.75,0.920634920634921,0.925531914893617,0.920212765957447,0.575757575757576,0.542857142857143,0.549206349206349,0.406779661016949,0.5,0.447368421052631,0.751592356687898,0.77124183006536,0.750400789246516
ensemble_model_N16_B0_E16_nb_zones_10_lab_svd,16,0,16,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.96218487 0.97478992 0.93277311 0.96638655],0.486033519553073,0.513966480446927,0.812368972746331,1,1,1,0.654135338345865,1,0.5,0.678966789667897,1,0.5,0.842012356575463,1,0.812368972746331
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.69583333 0.67916667 0.64583333 0.69747899 0.64705882],0.547752808988764,0.508426966292135,0.795073375262054,0.954954954954955,0.974916387959866,0.954013377926422,0.568364611260054,0.588888888888889,0.547285353535353,0.523160762942779,0.545454545454545,0.508838383838384,0.800611932687404,0.822851153039832,0.795073375262055
svm_model_N4_B98_E102_nb_zones_8_mscn_svdn,4,98,102,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.73684211 0.52631579 0.57894737 0.55263158 0.68421053],0.53968253968254,0.53968253968254,0.64873417721519,0.755760368663594,0.863157894736842,0.721052631578947,0.602739726027397,0.6875,0.537298387096774,0.508474576271187,0.6,0.55,0.681948424068768,0.782894736842105,0.653642490372272
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.53448276 0.71428571 0.69642857 0.67857143],0.5625,0.625,0.876315789473684,0.971631205673759,0.964788732394366,0.971830985915493,0.553191489361702,0.565217391304348,0.562608695652174,0.608695652173913,0.56,0.627826086956522,0.874666666666667,0.863157894736842,0.876315789473684
ensemble_model_N32_B84_E116_nb_zones_4_mscn_svdn,32,84,116,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.4        0.25       0.33333333 0.38888889 0.33333333],0.483870967741936,0.548387096774194,0.807692307692308,1,1,1,0.466666666666667,0.466666666666667,0.483333333333333,0.533333333333333,0.444444444444444,0.568376068376068,0.805194805194805,0.775,0.808552631578947
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4, zones, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9        0.91666667 0.93333333 0.93277311 0.91176471],0.421348314606742,0.466292134831461,0.790880503144654,0.997489539748954,0.996655518394649,0.997491638795987,0.457894736842105,0.478021978021978,0.42004547176961,0.475138121546961,0.494252873563218,0.466906656561829,0.794011357769747,0.806079664570231,0.790880503144654
ensemble_model_v2_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.55       0.7        0.88888889 0.66666667],0.5,0.53125,0.80625,1,1,1,0.529411764705882,0.6,0.505882352941176,0.444444444444444,0.352941176470588,0.543137254901961,0.802547770700637,0.7875,0.80625
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.96638655 0.95798319 0.95378151 0.97478992 0.94491525],0.508333333333333,0.491666666666667,0.809224318658281,0.996627318718381,0.994949494949495,0.996632996632996,0.672828096118299,0.994535519125683,0.500092618319904,0.659217877094972,1,0.5,0.839222614840989,0.9958071278826,0.809224318658281
svm_model_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.53571429 0.60714286 0.57142857 0.71428571],0.5,0.565217391304348,0.75,0.890510948905109,0.871428571428571,0.892857142857143,0.530612244897959,0.565217391304348,0.5,0.545454545454545,0.521739130434783,0.565217391304348,0.747826086956522,0.741379310344828,0.75
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.7375     0.7125     0.74166667 0.70833333 0.72916667],0.559322033898305,0.5,0.668238993710692,0.770642201834862,0.84,0.75,0.638888888888889,0.770949720670391,0.556903431763767,0.571428571428571,0.674285714285714,0.5019473264166,0.705991639572689,0.79664570230608,0.668238993710692
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16,10, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.96666667 0.94537815 0.94957983 0.96638655 0.95378151],0.539106145251397,0.522346368715084,0.823899371069182,1,1,1,0.654088050314465,0.857142857142857,0.533685064935065,0.636942675159236,0.852272727272727,0.527784715284715,0.842990654205607,0.945492662473795,0.823899371069182
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.91145833 0.91145833 0.91052632 0.95263158],0.49685534591195,0.566037735849057,0.812185929648241,0.998955067920585,1,0.998953974895398,0.576719576719577,0.731543624161074,0.51074222628172,0.647959183673469,0.755952380952381,0.554642857142857,0.826867400115808,0.89811320754717,0.812293743045856
svm_model_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.85       0.45       0.75       0.55555556 0.66666667],0.71875,0.46875,0.7125,0.795918367346939,0.8125,0.791666666666667,0.816326530612245,0.952380952380952,0.612554112554113,0.413793103448276,0.545454545454545,0.487012987012987,0.738636363636364,0.8125,0.7125
ensemble_model_v2_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.55263158 0.44736842 0.52631579 0.55263158],0.571428571428571,0.634920634920635,0.813291139240506,0.952879581151832,0.957894736842105,0.952631578947368,0.557377049180328,0.53125,0.572076612903226,0.656716417910448,0.733333333333333,0.639393939393939,0.815047021943574,0.828025477707006,0.813383808035893
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.96638655 0.94537815 0.92857143 0.94537815 0.94915254],0.522222222222222,0.488888888888889,0.813417190775681,1,1,1,0.673003802281369,0.956756756756757,0.50980694980695,0.633466135458167,0.908571428571429,0.50023166023166,0.839350180505415,0.974842767295598,0.813417190775681
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svd,16,0,16,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.9375     0.9625     0.94117647 0.95798319 0.96218487],0.546218487394958,0.495798319327731,0.820754716981132,1,1,1,0.693181818181818,0.983870967741936,0.527023203169213,0.645669291338583,0.95906432748538,0.51447840030183,0.846636771300448,0.989517819706499,0.820754716981132
ensemble_model_v2_N32_B84_E116_nb_zones_4_mscn_svdn,32,84,116, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.5        0.27777778 0.44444444 0.5       ],0.548387096774194,0.451612903225806,0.801282051282051,1,1,1,0.588235294117647,0.588235294117647,0.544117647058824,0.54054054054054,0.588235294117647,0.436974789915966,0.812121212121212,0.82716049382716,0.800246913580247
ensemble_model_N4_B98_E102_nb_zones_8_mscn_svdn,4,98,102,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.475      0.5        0.42105263 0.47368421 0.55263158],0.453125,0.46875,0.784375,1,1,1,0.507042253521127,0.6,0.461764705882353,0.484848484848485,0.432432432432432,0.475475475475476,0.790273556231003,0.797546012269939,0.784123324606307
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79583333 0.79583333 0.8125     0.79583333 0.81932773],0.507042253521127,0.512676056338028,0.810272536687631,0.988294314381271,0.986644407345576,0.988313856427379,0.595842956120092,0.724719101123595,0.506427347171967,0.602298850574713,0.740112994350282,0.513314924141433,0.824612403100775,0.892033542976939,0.810272536687631
svm_model_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.5        0.53571429 0.5        0.57142857 0.42857143],0.5,0.456521739130435,0.78448275862069,0.985915492957746,1,0.985714285714285,0.610169491525424,0.857142857142857,0.528571428571429,0.489795918367347,0.571428571428571,0.465714285714286,0.8,0.892857142857143,0.788095238095238
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95789474 0.93684211 0.96842105 0.94210526 0.95263158],0.566455696202532,0.531645569620253,0.81795195954488,0.996838777660696,0.995789473684211,0.996842105263158,0.570532915360501,0.558282208588957,0.566722803640884,0.534591194968553,0.544871794871795,0.531810897435897,0.818411097099622,0.817380352644836,0.817954135713281
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82773109 0.8487395  0.84453782 0.80672269 0.85294118],0.395543175487465,0.498607242339833,0.786687631027254,0.991554054054054,0.98655462184874,0.991596638655462,0.491803278688525,0.6,0.40054347826087,0.575471698113207,0.663043478260869,0.494378881987578,0.8,0.853249475890985,0.786687631027254
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.81666667 0.81092437 0.83613445 0.82352941 0.81932773],0.536312849162011,0.497206703910615,0.810796645702306,0.987298899237934,0.978187919463087,0.98741610738255,0.600961538461538,0.69060773480663,0.534569404126479,0.560975609756098,0.649717514124294,0.498891906233418,0.820129546586946,0.862683438155136,0.810796645702306
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40, zones, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.97916667 0.91666667 0.95833333 0.95263158 0.94736842],0.515723270440252,0.50314465408805,0.804020100502513,1,1,1,0.521739130434782,0.535031847133758,0.515963128535823,0.524096385542169,0.533742331288344,0.502355036611914,0.806211180124224,0.81328320802005,0.803996767737985
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26, zones, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96315789 0.95263158 0.96842105 0.94210526 0.97368421],0.522151898734177,0.541139240506329,0.811630847029077,0.997894736842105,0.997894736842105,0.997894736842105,0.579387186629526,0.645962732919255,0.519755560008014,0.584527220630372,0.603550295857988,0.536469025480014,0.820265379975874,0.84472049689441,0.811034637121594
ensemble_model_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.7        0.36666667 0.60714286 0.53571429 0.53571429],0.583333333333333,0.5625,0.825,0.993006993006993,0.986111111111111,0.993055555555556,0.6875,0.6875,0.53125,0.60377358490566,0.64,0.559130434782609,0.838461538461538,0.844961240310077,0.82338152105594
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.79166667 0.8        0.74736842 0.80526316 0.81578947],0.599369085173502,0.574132492113565,0.824716267339218,0.983402489626556,0.995798319327731,0.983193277310924,0.61631419939577,0.666666666666667,0.601626016260162,0.584615384615385,0.641891891891892,0.578342395650088,0.828395061728395,0.863577863577864,0.825484852678919
ensemble_model_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.7        0.72222222 0.72222222 0.72222222],0.645161290322581,0.193548387096774,0.769230769230769,1,1,1,0.521739130434783,0.461538461538462,0.61965811965812,0.242424242424242,0.210526315789474,0.18859649122807,0.76,0.721518987341772,0.769850402761795
svm_model_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.75       0.55       0.72222222 0.61111111],0.4375,0.53125,0.65625,0.760869565217391,0.729166666666667,0.770833333333333,0.5,0.5,0.428571428571429,0.516129032258065,0.615384615384615,0.544534412955466,0.654088050314465,0.658227848101266,0.656274417877794
svm_model_N8_B96_E104_nb_zones_8_mscn_svdn,8,96,104,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.55263158 0.60526316 0.42105263 0.57894737],0.476190476190476,0.53968253968254,0.705696202531646,0.842639593908629,0.873684210526316,0.836842105263158,0.459016393442623,0.4375,0.476814516129032,0.524590163934426,0.551724137931034,0.540567951318459,0.70846394984326,0.724358974358974,0.705929487179487
ensemble_model_v2_N4_B98_E102_nb_zones_8_mscn_svdn,4,98,102, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.45       0.39473684 0.44736842 0.5        0.36842105],0.5625,0.453125,0.7875,0.973544973544974,0.958333333333333,0.973958333333333,0.5,0.466666666666667,0.556862745098039,0.406779661016949,0.352941176470588,0.459803921568627,0.776315789473684,0.7375,0.7875
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.91052632 0.93157895 0.93684211 0.93157895 0.90425532],0.515822784810127,0.503164556962025,0.801898734177215,0.996838777660696,0.99789029535865,0.996835443037975,0.569014084507042,0.601190476190476,0.510054697554698,0.550143266475645,0.64,0.509759036144578,0.810647307924985,0.845959595959596,0.801786904578783
ensemble_model_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.46666667 0.57142857 0.53571429 0.67857143],0.541666666666667,0.5625,0.8125,0.985915492957746,0.972222222222222,0.986111111111111,0.3125,0.357142857142857,0.487394957983193,0.588235294117647,0.517241379310345,0.574410163339383,0.8,0.782608695652174,0.811304347826087
ensemble_model_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8,10, lab, svdn,1200,400,400,0.6,0.2,0.2, [0.95833333 0.93333333 0.96666667 0.94583333 0.94583333],0.522598870056497,0.491525423728814,0.817085953878407,1,1,1,0.565552699228792,0.617977528089888,0.522056945863126,0.502762430939227,0.517045454545455,0.491668794688458,0.821117375704767,0.839622641509434,0.817085953878407
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.79411765 0.78991597 0.7605042  0.77731092 0.74576271],0.463888888888889,0.469444444444444,0.785639412997903,0.978867286559594,0.974747474747475,0.978956228956229,0.539379474940334,0.601063829787234,0.457508659079664,0.508997429305913,0.575581395348837,0.473960910440376,0.794575590155701,0.829140461215933,0.785639412997904
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.85833333 0.89583333 0.88655462 0.86134454 0.8697479 ],0.596638655462185,0.65266106442577,0.824423480083857,0.946357085668535,0.989949748743718,0.943886097152429,0.590909090909091,0.611764705882353,0.597326203208556,0.663043478260869,0.6524064171123,0.652673796791444,0.829862874555612,0.856394129979036,0.824423480083857
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.97894737 0.93157895 0.93157895 0.95263158 0.93157895],0.537974683544304,0.515822784810127,0.809102402022756,0.99685204616999,1,0.996842105263158,0.529032258064516,0.491017964071856,0.540810995458747,0.459363957597173,0.422077922077922,0.51350809684143,0.804657179818888,0.781407035175879,0.809278581201171
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.88541667 0.84375    0.86315789 0.85789474],0.566037735849057,0.688679245283019,0.841708542713568,0.984423676012461,0.99163179916318,0.984309623430962,0.594117647058823,0.643312101910828,0.566997665862246,0.693498452012384,0.717948717948718,0.689221272554606,0.845018450184502,0.868520859671302,0.841875910484839
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.95833333 0.95833333 0.96354167 0.953125   0.91145833],0.546875,0.4625,0.799375,0.995833333333333,0.995833333333333,0.995833333333333,0.589235127478754,0.641975308641975,0.545671198624785,0.49112426035503,0.488235294117647,0.46078431372549,0.80557238037553,0.818965517241379,0.799076667250131
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.94791667 0.93229167 0.95789474 0.93684211 0.93684211],0.610062893081761,0.566037735849057,0.833962264150943,0.997907949790795,1,0.9979035639413,0.578231292517007,0.566666666666667,0.607738095238095,0.530612244897959,0.472727272727273,0.56969696969697,0.829015544041451,0.808080808080808,0.833864965443913
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,948,316,316,0.6,0.2,0.2, [0.96315789 0.91052632 0.95263158 0.91052632 0.91489362],0.541139240506329,0.509493670886076,0.808227848101266,0.996838777660696,0.99789029535865,0.996835443037975,0.584527220630372,0.62962962962963,0.538840788840789,0.558404558404559,0.608695652173913,0.507573632538569,0.816252274105519,0.844416562107905,0.807904321922407
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,954,318,318,0.6,0.2,0.2, [0.96875    0.95833333 0.95263158 0.94210526 0.93157895],0.490566037735849,0.540880503144654,0.80440251572327,0.99685204616999,0.9958071278826,0.996855345911949,0.452702702702703,0.44078947368421,0.488467025998732,0.54375,0.5,0.545138888888889,0.801784576163161,0.783312577833126,0.804616898827618
ensemble_model_v2_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.76666667 0.56666667 0.5        0.46428571 0.46428571],0.5,0.541666666666667,0.804166666666667,0.993103448275862,1,0.993055555555556,0.571428571428571,0.592592592592593,0.486772486772487,0.56,0.608695652173913,0.544347826086957,0.812749003984064,0.836065573770492,0.803626007224229
ensemble_model_v2_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.2        0.55       0.7        0.61111111 0.44444444],0.53125,0.53125,0.8125,1,1,1,0.516129032258065,0.615384615384615,0.544534412955466,0.571428571428571,0.555555555555556,0.527777777777778,0.814814814814815,0.835443037974684,0.812783247382403
ensemble_model_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.65       0.85       0.61111111 0.72222222],0.5,0.46875,0.75625,0.9375,0.9375,0.9375,0.619047619047619,0.8125,0.5,0.514285714285714,0.75,0.525,0.774566473988439,0.881578947368421,0.762218045112782
ensemble_model_N8_B96_E104_nb_zones_8_mscn_svdn,8,96,104,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.52631579 0.47368421 0.55263158 0.47368421],0.428571428571429,0.587301587301587,0.80379746835443,1,1,1,0.454545454545455,0.416666666666667,0.430555555555556,0.638888888888889,0.638888888888889,0.578703703703704,0.810975609756098,0.796407185628742,0.804243861270747
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72916667 0.7        0.625      0.6625     0.70168067],0.526760563380282,0.515492957746479,0.798218029350105,0.962779156327543,0.971619365609349,0.962437395659432,0.538461538461538,0.541436464088398,0.52646535848098,0.51685393258427,0.528735632183908,0.515749031561567,0.800414722654225,0.809224318658281,0.798218029350105
svm_model_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.36842105 0.47368421 0.5        0.63157895],0.603174603174603,0.507936507936508,0.572784810126582,0.526946107784431,0.463157894736842,0.584210526315789,0.509803921568627,0.393939393939394,0.613636363636364,0.340425531914894,0.228571428571429,0.542857142857143,0.490566037735849,0.398773006134969,0.578471470387746
ensemble_model_v2_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.53571429 0.71428571 0.64285714 0.64285714],0.531914893617021,0.617021276595745,0.813559322033898,0.971830985915493,0.971830985915493,0.971830985915493,0.592592592592593,0.727272727272727,0.543636363636364,0.608695652173913,0.583333333333333,0.617753623188406,0.818181818181818,0.846153846153846,0.813833225597931
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.93229167 0.92708333 0.86842105 0.93684211 0.91578947],0.550314465408805,0.493710691823899,0.80503144654088,0.993697478991597,0.991614255765199,0.993710691823899,0.608219178082192,0.68944099378882,0.548542152945365,0.556473829201102,0.608433734939759,0.488427393785669,0.81547619047619,0.851990049751244,0.804493752610991
svm_model_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.63157895 0.60526316 0.52631579 0.63157895],0.523809523809524,0.523809523809524,0.810126582278481,1,1,1,0.605263157894737,0.696969696969697,0.515151515151515,0.53125,0.472222222222222,0.532407407407407,0.818181818181818,0.823170731707317,0.809611681643132
svm_model_N40_B80_E120_nb_zones_4_mscn_svdn,40,80,120,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.45       0.61111111 0.5        0.55555556],0.645161290322581,0.419354838709678,0.814102564102564,1,1,1,0.702702702702703,0.722222222222222,0.63034188034188,0.526315789473684,0.555555555555556,0.393162393162393,0.828402366863905,0.843373493975904,0.812097705892061
ensemble_model_v2_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116, zones, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.5        0.72222222 0.66666667 0.72222222 0.38888889],0.9,0.6,0.894736842105263,0.989247311827957,1,0.989130434782609,0.918918918918919,1,0.884615384615385,0.647058823529412,0.733333333333333,0.6,0.902439024390244,0.948717948717949,0.893277893277893
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94791667 0.94270833 0.92708333 0.95833333 0.93684211],0.579937304075235,0.561128526645768,0.826441102756892,0.996865203761756,0.995824634655532,0.996868475991649,0.58125,0.584905660377358,0.579952830188679,0.565217391304348,0.544910179640719,0.561928774030886,0.826766729205754,0.82111801242236,0.826488209751003
ensemble_model_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.57894737 0.65789474 0.39473684 0.55263158],0.587301587301587,0.571428571428571,0.816455696202532,0.973544973544974,0.968421052631579,0.973684210526316,0.628571428571429,0.709677419354839,0.589213709677419,0.608695652173913,0.552631578947368,0.576315789473684,0.823170731707317,0.823170731707317,0.816190629011553
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.84033613 0.8907563  0.86554622 0.85714286 0.84322034],0.491666666666667,0.516666666666667,0.807651991614256,0.991539763113367,0.986531986531986,0.991582491582492,0.573426573426573,0.683333333333333,0.491666666666667,0.579710144927536,0.666666666666667,0.516666666666667,0.818765432098765,0.868972746331237,0.807651991614256
ensemble_model_v2_N8_B96_E104_nb_zones_8_mscn_svdn,8,96,104, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.34210526 0.44736842 0.5        0.36111111],0.483870967741936,0.516129032258065,0.801282051282051,1,1,1,0.428571428571429,0.363636363636364,0.492163009404389,0.444444444444444,0.413793103448276,0.509926854754441,0.791946308724832,0.756410256410256,0.801282051282051
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdn,8,0,8,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.86134454 0.85714286 0.85294118 0.86134454 0.87711864],0.480555555555556,0.480555555555556,0.795073375262054,0.985726280436608,0.988215488215488,0.985690235690236,0.564102564102564,0.675977653631285,0.481635235655422,0.566125290023202,0.674033149171271,0.479474675144295,0.809361287176987,0.870020964360587,0.795073375262054
svm_model_N26_B87_E113_nb_zones_6_mscn_svdn,26,87,113,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.6        0.6        0.39285714 0.57142857 0.39285714],0.479166666666667,0.541666666666667,0.6875,0.810810810810811,0.833333333333333,0.805555555555556,0.390243902439024,0.347826086956522,0.473913043478261,0.541666666666667,0.52,0.542608695652174,0.683544303797468,0.675,0.6875
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.85294118 0.84033613 0.88235294 0.82352941 0.83898305],0.519444444444444,0.5,0.809224318658281,0.990717299578059,0.988215488215488,0.990740740740741,0.61123595505618,0.751381215469613,0.518148708293466,0.589041095890411,0.720670391061452,0.501219173431279,0.823984526112186,0.893081761006289,0.809224318658281
ensemble_model_N40_B80_E120_nb_zones_4_mscn_svdn,40,80,120,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.45       0.5        0.35       0.44444444 0.77777778],0.5625,0.4375,0.8,1,1,1,0.461538461538462,0.352941176470588,0.576470588235294,0.357142857142857,0.25,0.5,0.786666666666666,0.694117647058823,0.807058823529412
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79583333 0.78333333 0.82083333 0.79583333 0.80252101],0.557746478873239,0.566197183098592,0.814989517819707,0.965346534653465,0.976627712854758,0.964941569282137,0.657952069716776,0.883040935672515,0.569237859140605,0.673728813559322,0.864130434782608,0.554872234935164,0.83527764815679,0.938155136268344,0.814989517819707
svm_model_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.53571429 0.64285714 0.71428571 0.46428571 0.67857143],0.565217391304348,0.5,0.801724137931034,0.97841726618705,0.971428571428571,0.978571428571429,0.523809523809524,0.478260869565217,0.565217391304348,0.378378378378378,0.304347826086957,0.5,0.788990825688073,0.741379310344828,0.801724137931034
ensemble_model_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.76315789 0.68421053 0.57894737 0.52631579 0.71052632],0.507936507936508,0.523809523809524,0.778481012658228,0.951871657754011,0.936842105263158,0.952631578947368,0.491803278688524,0.576923076923077,0.518191268191268,0.571428571428571,0.571428571428571,0.517857142857143,0.779874213836478,0.794871794871795,0.778685897435897
ensemble_model_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.96875    0.92708333 0.92708333 0.94791667 0.96842105],0.532915360501567,0.473354231974922,0.801378446115288,1,1,1,0.458181818181818,0.411764705882353,0.528171509567682,0.408450704225352,0.333333333333333,0.48735632183908,0.791034937376401,0.744416873449131,0.801955272167604
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.84375    0.81770833 0.86979167 0.83854167 0.84375   ],0.615625,0.621875,0.833125,0.976506639427988,0.995833333333333,0.976041666666667,0.641399416909621,0.705128205128205,0.617808005003127,0.64306784660767,0.677018633540373,0.621528184694715,0.839253461770018,0.874529485570891,0.833279686745595
ensemble_model_v2_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.44736842 0.39473684 0.55263158 0.52631579 0.41666667],0.532258064516129,0.564516129032258,0.798076923076923,0.962162162162162,0.946808510638298,0.962765957446808,0.53968253968254,0.566666666666667,0.533333333333333,0.526315789473684,0.555555555555556,0.563492063492063,0.79344262295082,0.801324503311258,0.79817777960594
svm_model_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.47368421 0.55263158 0.57894737 0.57894737],0.53968253968254,0.555555555555556,0.572784810126582,0.535714285714286,0.473684210526316,0.589473684210526,0.553846153846154,0.5,0.546296296296296,0.3,0.222222222222222,0.513888888888889,0.505494505494506,0.436708860759494,0.572784810126582
ensemble_model_N26_B87_E113_nb_zones_6_mscn_svdn,26,87,113,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.53571429 0.57142857 0.82142857 0.57142857],0.48936170212766,0.553191489361702,0.800847457627119,0.985915492957746,0.985915492957746,0.985915492957746,0.333333333333333,0.272727272727273,0.476363636363636,0.553191489361702,0.52,0.555454545454545,0.791111111111111,0.754237288135593,0.800847457627119
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.95833333 0.93229167 0.93157895 0.92631579 0.93157895],0.50314465408805,0.49685534591195,0.794968553459119,0.991666666666667,0.9979035639413,0.991614255765199,0.455172413793104,0.448979591836735,0.499343597087958,0.51219512195122,0.485549132947977,0.497946980267092,0.79340937896071,0.785445420326223,0.794992571449366
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.83333333 0.85833333 0.80672269 0.84453782 0.82773109],0.549019607843137,0.579831932773109,0.821802935010482,0.975732217573222,0.976549413735343,0.97571189279732,0.516516516516517,0.475138121546961,0.550069060773481,0.542682926829268,0.505681818181818,0.578807759919638,0.816810344827586,0.794549266247379,0.821802935010482
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdne,32,0,32,8, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.97368421 0.97368421 0.96315789 0.92631579 0.95212766],0.534810126582278,0.518987341772152,0.809493670886076,0.99789029535865,0.99789029535865,0.99789029535865,0.505050505050505,0.46583850931677,0.536145061109998,0.472222222222222,0.427672955974843,0.519568962063855,0.80365296803653,0.775818639798489,0.809665045090084
ensemble_model_v2_N40_B80_E120_nb_zones_4_mscn_svdn,40,80,120, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.35       0.4        0.38888889 0.33333333 0.5       ],0.419354838709678,0.548387096774194,0.794871794871795,1,1,1,0.470588235294118,0.470588235294118,0.413865546218487,0.461538461538462,0.5,0.539473684210526,0.792207792207792,0.802631578947369,0.795065789473684
ensemble_model_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.67857143 0.67857143 0.57142857 0.57142857],0.617021276595745,0.638297872340426,0.834745762711864,0.971830985915493,0.971830985915493,0.971830985915493,0.678571428571429,0.730769230769231,0.603479853479853,0.666666666666667,0.739130434782609,0.640398550724638,0.843373493975903,0.875,0.834051724137931
ensemble_model_v2_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.52631579 0.57894737 0.68421053 0.55555556],0.612903225806452,0.532258064516129,0.814102564102564,0.973262032085562,0.968085106382979,0.973404255319149,0.657142857142857,0.696969696969697,0.607105538140021,0.491228070175439,0.466666666666667,0.530208333333333,0.815286624203822,0.815286624203822,0.814094925005137
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.93229167 0.94736842 0.96842105 0.96315789 0.95263158],0.511041009463722,0.523659305993691,0.805800756620429,0.997899159663866,0.997899159663866,0.997899159663866,0.45993031358885,0.437086092715232,0.50769967286364,0.454873646209386,0.428571428571429,0.517226890756303,0.796833773087071,0.780361757105943,0.805205509094843
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.94210526 0.93684211 0.95263158 0.93157895 0.95744681],0.636075949367089,0.642405063291139,0.84873417721519,0.988384371700106,0.987341772151899,0.988396624472574,0.587813620071685,0.503067484662577,0.640422631220177,0.570342205323194,0.496688741721854,0.636223158739715,0.83948959032908,0.793147208121827,0.848593806081116
svm_model_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.70833333 0.625      0.58695652 0.60869565],0.458333333333333,0.416666666666667,0.644736842105263,0.765217391304348,0.745762711864407,0.771186440677966,0.48,0.580645161290323,0.473249409913454,0.432432432432432,0.390243902439024,0.420928402832415,0.643799472295514,0.642105263157895,0.644736842105263
ensemble_model_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.57894737 0.71052632 0.60526316 0.71052632],0.619047619047619,0.46031746031746,0.80379746835443,0.979381443298969,1,0.978947368421053,0.612903225806452,0.633333333333333,0.61969696969697,0.451612903225806,0.4375,0.460685483870968,0.80503144654088,0.815286624203822,0.803869727196251
svm_model_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.62184874 0.60084034 0.60504202 0.56302521 0.60169492],0.480555555555556,0.558333333333333,0.627882599580713,0.650671785028791,0.570707070707071,0.693602693602694,0.514285714285714,0.543956043956044,0.479843190517348,0.547008547008547,0.539325842696629,0.558124459809853,0.600674915635546,0.559748427672956,0.627882599580713
ensemble_model_v2_N26_B87_E113_nb_zones_6_mscn_svdn,26,87,113, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.46428571 0.64285714 0.28571429 0.53571429],0.446808510638298,0.574468085106383,0.805084745762712,1,1,1,0.5,0.464285714285714,0.442669172932331,0.6,0.625,0.573369565217391,0.811475409836066,0.804878048780488,0.805093891646881
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7        0.68487395 0.62184874 0.70588235 0.69327731],0.519553072625698,0.553072625698324,0.790880503144654,0.944026733500418,0.947986577181208,0.943791946308725,0.5,0.475138121546961,0.520054936479695,0.53757225433526,0.525423728813559,0.552767113025564,0.788553259141494,0.779874213836478,0.790880503144654
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.95833333 0.94583333 0.95378151 0.93697479 0.95378151],0.57703081232493,0.571428571428571,0.840146750524109,0.999163179916318,1,0.999162479061976,0.597333333333333,0.651162790697674,0.579635449402891,0.612658227848101,0.654054054054054,0.568306096794469,0.844783715012722,0.870020964360587,0.840146750524109
svm_model_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.65       0.75       0.83333333 0.55555556],0.46875,0.5,0.78125,0.979166666666667,0.979166666666667,0.979166666666666,0.32,0.363636363636364,0.443722943722944,0.466666666666667,0.4375,0.5,0.768211920529801,0.773333333333333,0.78078431372549
ensemble_model_v2_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.5        0.67857143 0.53571429 0.53571429],0.553191489361702,0.553191489361702,0.809322033898305,0.979020979020979,0.985915492957746,0.978873239436619,0.588235294117647,0.6,0.55,0.553191489361702,0.565217391304348,0.553442028985507,0.813278008298755,0.823529411764706,0.809200603318251
svm_model_N16_B92_E108_nb_zones_8_mscn_svdn,16,92,108,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.625      0.57894737 0.52631579 0.60526316 0.47368421],0.59375,0.546875,0.734375,0.838709677419355,0.8125,0.84375,0.628571428571429,0.594594594594595,0.593593593593594,0.472727272727273,0.52,0.542051282051282,0.726688102893891,0.715189873417722,0.734138146585404
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svd,16,0,16, zones, lab, svd,1188,396,396,0.6,0.2,0.2, [0.97478992 0.98319328 0.98319328 0.95378151 0.96186441],0.455555555555556,0.55,0.812368972746331,1,1,1,0.544186046511628,0.661016949152542,0.458923775122719,0.63677130044843,0.775956284153005,0.546170232471983,0.826550387596899,0.894129979035639,0.812368972746331
ensemble_model_v2_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.57894737 0.55263158 0.44736842 0.55263158],0.587301587301587,0.507936507936508,0.800632911392405,0.968421052631579,0.968421052631579,0.968421052631579,0.657894736842105,0.757575757575758,0.578787878787879,0.474576271186441,0.583333333333333,0.522435897435897,0.806153846153846,0.861842105263158,0.802872272143774
ensemble_model_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.64583333 0.64583333 0.58695652 0.5       ],0.416666666666667,0.527777777777778,0.8,1,1,1,0.382352941176471,0.333333333333333,0.424242424242424,0.514285714285714,0.545454545454545,0.529137529137529,0.796791443850267,0.78421052631579,0.8
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdne,4,0,4,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.73529412 0.79411765 0.76890756 0.78991597 0.79237288],0.505555555555556,0.5,0.708071278825996,0.823111111111111,0.779461279461279,0.832491582491583,0.377622377622378,0.305084745762712,0.50226914883764,0.370629370629371,0.289617486338798,0.503565805316292,0.671773718326458,0.59748427672956,0.708071278825996
svm_model_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.43333333 0.7        0.64285714 0.78571429 0.75      ],0.625,0.479166666666667,0.75,0.874074074074074,0.819444444444444,0.881944444444444,0.64,0.695652173913043,0.627826086956522,0.509803921568627,0.448275862068966,0.487295825771325,0.745762711864407,0.709677419354839,0.75139043381535
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.78151261 0.74369748 0.7394958  0.71008403 0.72033898],0.552777777777778,0.577777777777778,0.803459119496855,0.949180327868852,0.974747474747475,0.947811447811448,0.575197889182058,0.602209944751381,0.552501620420383,0.6,0.636871508379888,0.578104262477237,0.810510358767054,0.840670859538784,0.803459119496855
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.76890756 0.72268908 0.74369748 0.78571429 0.73529412],0.537604456824513,0.487465181058496,0.70335429769392,0.814432989690721,0.796638655462185,0.818487394957983,0.520231213872832,0.520231213872832,0.536997327366524,0.48314606741573,0.46236559139785,0.488408229224936,0.696677384780279,0.681341719077568,0.70335429769392
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.72916667 0.74583333 0.71848739 0.73109244 0.76890756],0.526610644257703,0.509803921568627,0.70230607966457,0.816993464052288,0.837520938023451,0.812395309882747,0.536986301369863,0.553672316384181,0.52683615819209,0.512534818941504,0.511111111111111,0.509792843691149,0.708418891170431,0.723270440251572,0.70230607966457
ensemble_model_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.6        0.65       0.65       0.5        0.66666667],0.46875,0.59375,0.8,0.978723404255319,0.958333333333333,0.979166666666667,0.451612903225807,0.583333333333333,0.491666666666667,0.606060606060606,0.625,0.59375,0.79746835443038,0.828947368421053,0.801378446115288
svm_model_N32_B84_E116_nb_zones_6_mscn_svdn,32,84,116,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.8        0.35714286 0.64285714 0.67857143 0.5       ],0.531914893617021,0.553191489361702,0.567796610169492,0.624203821656051,0.690140845070423,0.584507042253521,0.576923076923077,0.625,0.529891304347826,0.60377358490566,0.727272727272727,0.563636363636364,0.610687022900763,0.683760683760684,0.568771098182863
ensemble_model_N16_B92_E108_nb_zones_8_mscn_svdn,16,92,108,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.5        0.57894737 0.39473684 0.57894737 0.42105263],0.5625,0.421875,0.796875,1,1,1,0.588235294117647,0.588235294117647,0.56078431372549,0.412698412698413,0.464285714285714,0.426587301587302,0.798761609907121,0.816455696202532,0.797116736990155
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.89473684 0.95789474 0.96842105 0.93684211],0.575949367088608,0.560126582278481,0.826169405815424,0.99789029535865,0.995789473684211,0.997894736842105,0.617142857142857,0.658536585365854,0.572689345314506,0.617079889807162,0.654970760233918,0.551623311151442,0.834437086092715,0.855555555555556,0.825446171560161
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.94117647 0.95798319 0.97478992 0.9789916  0.96186441],0.486111111111111,0.511111111111111,0.810272536687631,0.999158957106812,1,0.999158249158249,0.629258517034068,0.940119760479042,0.516692004591852,0.661538461538462,0.89119170984456,0.481523998634855,0.836050724637681,0.967505241090147,0.810272536687631
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.95378151 0.95798319 0.94957983 0.97478992 0.94067797],0.494444444444444,0.497222222222222,0.809748427672956,1,1,1,0.614406779661017,0.788043478260869,0.487771739130435,0.603938730853392,0.784090909090909,0.503458498023715,0.828530940009447,0.919287211740042,0.809748427672956
svm_model_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.6875     0.60416667 0.60416667 0.63043478],0.323943661971831,0.52112676056338,0.668421052631579,0.811965811965812,0.798319327731092,0.815126050420168,0.272727272727273,0.236842105263158,0.330542264752791,0.484848484848485,0.484848484848485,0.518740031897927,0.655737704918033,0.631578947368421,0.668421052631579
ensemble_model_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.42857143 0.57142857 0.57142857 0.5       ],0.595744680851064,0.51063829787234,0.817796610169492,0.992907801418439,0.985915492957746,0.992957746478873,0.536585365853659,0.5,0.59,0.488888888888889,0.478260869565217,0.509963768115942,0.81057268722467,0.793103448275862,0.817385057471264
ensemble_model_v2_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.47916667 0.52083333 0.56521739 0.5       ],0.5,0.555555555555556,0.797368421052632,0.96234309623431,0.974576271186441,0.961864406779661,0.485714285714286,0.447368421052632,0.503095975232198,0.578947368421053,0.647058823529412,0.560371517027864,0.8,0.810526315789474,0.797368421052632
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.96218487 0.94957983 0.95798319 0.96638655 0.96186441],0.513888888888889,0.572222222222222,0.825995807127883,0.99746835443038,0.994949494949495,0.997474747474747,0.574209245742092,0.690058479532164,0.522277917014759,0.63849765258216,0.71957671957672,0.564466722361459,0.835806132542038,0.885744234800839,0.825995807127883
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.93333333 0.95833333 0.93277311 0.96218487 0.96218487],0.543417366946779,0.532212885154062,0.827044025157233,1,1,1,0.548476454293629,0.578947368421053,0.544850028296548,0.559366754617414,0.56989247311828,0.530560271646859,0.829369183040331,0.840670859538784,0.827044025157233
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,1194,398,398,0.6,0.2,0.2, [0.97083333 0.95416667 0.98319328 0.95378151 0.94957983],0.512605042016807,0.518207282913165,0.816561844863732,0.996649916247906,0.996649916247906,0.996649916247906,0.560606060606061,0.672727272727273,0.523863636363636,0.616071428571429,0.71875,0.501799242424242,0.828263002944063,0.884696016771489,0.816561844863732
ensemble_model_v2_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.35       0.65       0.55555556 0.55555556],0.53125,0.65625,0.8375,1,1,1,0.634146341463415,0.722222222222222,0.503968253968254,0.666666666666667,0.6875,0.65625,0.847058823529412,0.878048780487805,0.8364602876798
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.81092437 0.80672269 0.80672269 0.82352941 0.84322034],0.5,0.511111111111111,0.7479035639413,0.890638670166229,0.856902356902357,0.894781144781145,0.383561643835616,0.31638418079096,0.496989904603131,0.409395973154362,0.333333333333333,0.514124293785311,0.722446624350837,0.656184486373166,0.7479035639413
ensemble_model_N32_B84_E116_nb_zones_6_mscn_svdn,32,84,116,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.60714286 0.46428571 0.60714286 0.5       ],0.531914893617021,0.51063829787234,0.809322033898305,1,1,1,0.56,0.583333333333333,0.530797101449275,0.530612244897959,0.5,0.511904761904762,0.813278008298755,0.809917355371901,0.809306503772907
svm_model_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.85263158 0.9        0.92105263 0.89473684 0.88829787],0.518987341772152,0.512658227848101,0.775316455696203,0.94585635359116,0.90295358649789,0.94831223628692,0.542168674698795,0.596026490066225,0.522255669275537,0.567415730337079,0.627329192546584,0.510438789821679,0.777150031387319,0.787531806615776,0.775377993987989
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.86979167 0.859375   0.8125     0.85416667 0.859375  ],0.60625,0.575,0.789375,0.922600619195046,0.93125,0.921875,0.613496932515337,0.662251655629139,0.609232336690309,0.587878787878788,0.638157894736842,0.578007518796992,0.792615384615385,0.822477650063857,0.790063794432173
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.96638655 0.96638655 0.97478992 0.97058824 0.96610169],0.502777777777778,0.477777777777778,0.807651991614256,1,1,1,0.572792362768496,0.677966101694915,0.505649717514124,0.548076923076923,0.622950819672131,0.47531721774567,0.818586258032625,0.867924528301887,0.807651991614256
ensemble_model_v2_N16_B92_E108_nb_zones_8_mscn_svdn,16,92,108, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.55263158 0.47368421 0.52631579 0.60526316],0.412698412698413,0.476190476190476,0.778481012658228,1,1,1,0.274509803921569,0.233333333333333,0.404545454545455,0.492307692307692,0.470588235294118,0.476673427991886,0.77124183006536,0.742138364779874,0.778712494491848
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.84166667 0.82773109 0.85294118 0.78991597 0.80672269],0.631284916201117,0.594972067039106,0.775681341719077,0.871707731520816,0.860738255033557,0.873322147651007,0.666666666666667,0.717391304347826,0.628810594702649,0.604904632152589,0.637931034482759,0.596139430284858,0.779381443298969,0.792452830188679,0.775681341719078
ensemble_model_v2_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.56666667 0.6        0.64285714 0.71428571 0.57142857],0.5625,0.5625,0.8,0.957142857142857,0.930555555555556,0.958333333333334,0.533333333333333,0.521739130434783,0.560869565217391,0.487804878048781,0.434782608695652,0.557391304347826,0.787610619469026,0.754237288135593,0.79924979160878
ensemble_model_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.6875     0.5625     0.64583333 0.5       ],0.647887323943662,0.47887323943662,0.823684210526316,0.978902953586498,0.974789915966386,0.978991596638656,0.666666666666667,0.714285714285714,0.648809523809524,0.493150684931507,0.5,0.478571428571429,0.825974025974026,0.836842105263158,0.823684210526316
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.96875    0.96354167 0.93157895 0.96842105 0.94210526],0.676100628930818,0.594339622641509,0.852830188679245,0.997899159663866,0.9958071278826,0.9979035639413,0.713091922005571,0.766467065868264,0.671313003132807,0.632478632478632,0.69375,0.593710443037975,0.859205776173285,0.888059701492537,0.852426797311154
svm_model_N4_B98_E102_nb_zones_10_mscn_svdn,4,98,102,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.58333333 0.45833333 0.5625     0.58695652],0.450704225352113,0.549295774647887,0.663157894736842,0.763485477178423,0.773109243697479,0.760504201680672,0.493506493506494,0.5,0.446969696969697,0.529411764705882,0.545454545454545,0.549043062200957,0.66839378238342,0.678947368421053,0.663157894736842
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.96315789 0.89473684 0.95263158 0.93157895 0.94148936],0.503164556962025,0.462025316455696,0.786708860759494,0.989473684210526,0.991561181434599,0.989451476793249,0.467796610169492,0.463087248322148,0.501004702005385,0.465408805031447,0.4625,0.462019230769231,0.784388995521433,0.782886334610472,0.78667528775693
svm_model_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.64285714 0.71428571 0.71428571 0.67857143 0.57142857],0.456521739130435,0.565217391304348,0.745689655172414,0.898550724637681,0.885714285714286,0.9,0.489795918367347,0.521739130434783,0.456521739130435,0.583333333333333,0.608695652173913,0.565217391304348,0.748936170212766,0.758620689655172,0.745689655172414
ensemble_model_v2_N32_B84_E116_nb_zones_6_mscn_svdn,32,84,116, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.39285714 0.53571429 0.42857143 0.46428571],0.553191489361702,0.531914893617021,0.817796610169492,1,1,1,0.533333333333333,0.521739130434783,0.552536231884058,0.576923076923077,0.555555555555556,0.527777777777778,0.820083682008368,0.809917355371901,0.81800215594682
svm_model_N26_B0_E26_nb_zones_10_lab_svd,26,0,26,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.97478992 0.97478992 0.97058824 0.95378151],0.486033519553073,0.513966480446927,0.812368972746331,1,1,1,0.654135338345865,1,0.5,0.678966789667897,1,0.5,0.842012356575463,1,0.812368972746331
svm_model_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.68421053 0.52631579 0.68421053 0.68421053],0.476190476190476,0.571428571428571,0.740506329113924,0.881720430107527,0.863157894736842,0.88421052631579,0.56,0.6,0.460714285714286,0.557377049180328,0.548387096774194,0.571068548387097,0.745341614906832,0.745341614906832,0.740412742937287
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdne,40,0,40,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.96354167 0.94270833 0.94791667 0.93157895 0.92105263],0.484276729559748,0.556603773584906,0.797110552763819,0.981052631578947,0.97489539748954,0.981171548117155,0.570680628272251,0.741496598639456,0.502327246688149,0.646616541353383,0.763313609467456,0.542730630237084,0.813402657423455,0.886649874055416,0.797334962090365
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.96666667 0.94166667 0.94117647 0.96638655 0.92857143],0.490196078431373,0.509803921568627,0.812893081761006,1,1,1,0.657894736842105,1,0.5,0.675324675324675,1,0.5,0.842384105960265,1,0.812893081761006
svm_model_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.60526316 0.71052632 0.5        0.55263158],0.578125,0.46875,0.75,0.900523560209424,0.895833333333333,0.901041666666667,0.608695652173913,0.636363636363636,0.57624633431085,0.46875,0.428571428571429,0.472906403940887,0.753086419753086,0.74390243902439,0.750156347717323
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.91176471 0.91176471 0.91176471 0.92436975 0.88983051],0.647222222222222,0.636111111111111,0.856918238993711,0.987531172069826,1,0.987373737373737,0.690997566909976,0.767567567567568,0.643783783783784,0.668354430379747,0.754285714285714,0.639305019305019,0.86411149825784,0.909853249475891,0.856918238993711
ensemble_model_v2_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.5625     0.41666667 0.43478261 0.69565217],0.5,0.527777777777778,0.797368421052632,0.969957081545064,0.957627118644068,0.970338983050847,0.513513513513513,0.542857142857143,0.501158301158301,0.527777777777778,0.513513513513513,0.528185328185328,0.796833773087071,0.794736842105263,0.797368421052632
ensemble_model_N4_B98_E102_nb_zones_10_mscn_svdn,4,98,102,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.41666667 0.41666667 0.33333333 0.5        0.47826087],0.472222222222222,0.430555555555556,0.786842105263158,0.991452991452992,0.983050847457627,0.991525423728814,0.512820512820513,0.540540540540541,0.47027027027027,0.453333333333333,0.485714285714286,0.432046332046332,0.790697674418605,0.805263157894737,0.786842105263158
ensemble_model_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.66666667 0.67857143 0.57142857 0.60714286],0.5625,0.666666666666667,0.8125,0.944444444444444,0.944444444444444,0.944444444444444,0.553191489361702,0.541666666666667,0.5625,0.68,0.653846153846154,0.667832167832168,0.813278008298755,0.80327868852459,0.812656293414837
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.95833333 0.94791667 0.96842105 0.94210526],0.616352201257862,0.544025157232704,0.831658291457286,0.998952879581152,0.997907949790795,0.998953974895398,0.613924050632911,0.625806451612903,0.616584207401544,0.533762057877813,0.497005988023952,0.546516239045089,0.830594184576485,0.82125,0.831710858585859
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.94270833 0.90625    0.93229167 0.96842105 0.90526316],0.553459119496855,0.547169811320755,0.809673366834171,0.982161594963274,0.97907949790795,0.982217573221757,0.547770700636943,0.544303797468354,0.553401898734177,0.538461538461538,0.545454545454545,0.547117516629712,0.808106396453452,0.807594936708861,0.809657817481612
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9125     0.92016807 0.91596639 0.88235294 0.8907563 ],0.525139664804469,0.536312849162011,0.817085953878407,0.989029535864979,0.983221476510067,0.989093959731544,0.52247191011236,0.577639751552795,0.529936627045433,0.587064676616915,0.598984771573604,0.529306050383075,0.820380854348945,0.835429769392034,0.817085953878407
svm_model_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.64285714 0.82142857 0.75       0.64285714],0.531914893617021,0.531914893617021,0.728813559322034,0.855072463768116,0.830985915492958,0.859154929577465,0.56,0.636363636363636,0.538181818181818,0.541666666666667,0.590909090909091,0.535454545454545,0.728813559322034,0.747826086956522,0.729284944304707
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,1194,398,398,0.6,0.2,0.2, [0.88333333 0.92083333 0.88235294 0.89915966 0.88235294],0.487394957983193,0.481792717086835,0.80083857442348,0.989966555183946,0.991624790619766,0.989949748743719,0.554744525547445,0.633333333333333,0.486158192090395,0.521963824289406,0.570621468926554,0.482532956685499,0.809428284854564,0.845911949685535,0.80083857442348
ensemble_model_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.60526316 0.63157895 0.60526316 0.60526316],0.507936507936508,0.555555555555556,0.810126582278481,0.994708994708995,0.989473684210526,0.994736842105263,0.507936507936508,0.484848484848485,0.509090909090909,0.588235294117647,0.666666666666667,0.560606060606061,0.8125,0.822784810126582,0.810126582278481
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.94537815 0.95378151 0.96218487 0.94117647 0.93220339],0.541666666666667,0.458333333333333,0.811320754716981,1,1,1,0.702702702702703,1,0.5,0.628571428571429,1,0.5,0.841269841269841,1,0.811320754716981
ensemble_model_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.44736842 0.5        0.55263158 0.52631579 0.61111111],0.629032258064516,0.596774193548387,0.83974358974359,0.98936170212766,0.98936170212766,0.98936170212766,0.596491228070176,0.62962962962963,0.629100529100529,0.615384615384615,0.625,0.595833333333333,0.838709677419355,0.849673202614379,0.839930940929831
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.975      0.93333333 0.9625     0.95416667 0.95798319],0.487323943661972,0.512676056338028,0.813941299790356,1,1,1,0.65530303030303,1,0.5,0.677839851024209,1,0.5,0.84312859036677,1,0.813941299790356
svm_model_N8_B96_E104_nb_zones_10_mscn_svdn,8,96,104,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.60416667 0.54166667 0.54347826 0.67391304],0.527777777777778,0.513888888888889,0.6,0.637554585152838,0.61864406779661,0.648305084745763,0.564102564102564,0.523809523809524,0.528571428571429,0.477611940298507,0.533333333333333,0.516666666666667,0.593582887700535,0.58421052631579,0.6
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.85416667 0.86666667 0.9        0.86134454 0.83193277],0.539325842696629,0.469101123595506,0.807651991614256,0.988255033557047,0.98494983277592,0.988294314381271,0.587939698492462,0.622340425531915,0.534384498480243,0.511627906976744,0.589285714285714,0.475493920972644,0.814365199797673,0.843815513626834,0.807651991614256
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92631579 0.86315789 0.88947368 0.86315789 0.88421053],0.636075949367089,0.591772151898734,0.84007585335019,0.990575916230366,0.995789473684211,0.990526315789474,0.686648501362398,0.7875,0.634134615384615,0.612612612612613,0.703448275862069,0.600262149626941,0.847129909365559,0.898717948717949,0.840880171366455
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.87083333 0.90336134 0.82773109 0.8697479  0.90336134],0.519553072625698,0.533519553072626,0.809748427672956,0.979933110367893,0.983221476510067,0.97986577181208,0.481927710843373,0.467836257309942,0.517340588548019,0.510263929618768,0.46524064171123,0.536713888107077,0.80577849117175,0.789308176100629,0.809748427672956
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svd,26,0,26,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.95378151 0.95378151 0.95798319 0.96218487 0.91101695],0.494444444444444,0.505555555555556,0.80503144654088,0.989847715736041,0.984848484848485,0.98989898989899,0.661710037174721,1,0.5,0.671586715867159,1,0.5,0.835543766578249,0.990566037735849,0.80503144654088
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26,10, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.90833333 0.87815126 0.90336134 0.8907563  0.90756303],0.553072625698324,0.567039106145251,0.796121593291405,0.939542483660131,0.964765100671141,0.937919463087248,0.665271966527197,0.898305084745763,0.556887349002716,0.681724845995893,0.917127071823204,0.563083309922902,0.822293284604842,0.943396226415094,0.796121593291405
ensemble_model_v2_N4_B98_E102_nb_zones_10_mscn_svdn,4,98,102, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5        0.5625     0.45833333 0.5       ],0.549295774647887,0.436619718309859,0.8,0.983333333333333,0.991596638655462,0.983193277310924,0.515151515151515,0.548387096774194,0.549193548387097,0.51219512195122,0.525,0.423790322580645,0.804123711340206,0.821052631578947,0.8
ensemble_model_v2_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.42857143 0.60714286 0.46428571 0.5       ],0.574468085106383,0.51063829787234,0.779661016949153,0.937931034482759,0.957746478873239,0.936619718309859,0.523809523809524,0.5,0.57,0.439024390243903,0.391304347826087,0.508152173913043,0.771929824561403,0.758620689655172,0.779310344827586
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32, zones, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.94791667 0.95263158 0.96842105 0.95263158 0.96315789],0.479495268138801,0.536277602523659,0.802017654476671,0.997894736842105,0.995798319327731,0.997899159663866,0.472843450479233,0.480519480519481,0.479523543940722,0.558558558558558,0.55688622754491,0.535109780439122,0.803258145363409,0.80426599749059,0.802006256033001
ensemble_model_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.57142857 0.60714286 0.57142857 0.46428571],0.638297872340426,0.531914893617021,0.834745762711864,1,1,1,0.604651162790698,0.65,0.639814814814815,0.56,0.538461538461538,0.531135531135531,0.834042553191489,0.837606837606838,0.834769805358041
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.77916667 0.80672269 0.73109244 0.78151261 0.78151261],0.622905027932961,0.606145251396648,0.727987421383648,0.819061801935964,0.922818791946309,0.796140939597315,0.658227848101266,0.738636363636364,0.624812687312687,0.62992125984252,0.659340659340659,0.605238511488512,0.755073147711184,0.838574423480084,0.727987421383648
ensemble_model_v2_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.63157895 0.57894737 0.63157895 0.52631579],0.603174603174603,0.571428571428571,0.822784810126582,0.978723404255319,0.968421052631579,0.978947368421053,0.603174603174603,0.59375,0.603326612903226,0.597014925373134,0.606060606060606,0.56969696969697,0.823899371069182,0.81875,0.822836538461539
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.9375     0.95263158 0.94736842 0.94736842 0.91578947],0.548895899053628,0.49211356466877,0.806431273644388,0.99685204616999,0.997899159663866,0.996848739495798,0.56797583081571,0.61437908496732,0.55109198150805,0.549019607843137,0.608695652173913,0.490245261984393,0.812918951858623,0.844303797468354,0.806574009286941
ensemble_model_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.96638655 0.95798319 0.95378151 0.95798319],0.516759776536313,0.488826815642458,0.813417190775681,1,1,1,0.464396284829721,0.401069518716578,0.522172186258874,0.396039603960396,0.350877192982456,0.482925227507271,0.804180418041804,0.766247379454927,0.813417190775681
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.87394958 0.8697479  0.85714286 0.86554622 0.86440678],0.541666666666667,0.588888888888889,0.821278825995807,0.976510067114094,0.97979797979798,0.976430976430976,0.555256064690027,0.572222222222222,0.541666666666667,0.597826086956522,0.611111111111111,0.588888888888889,0.823407560849301,0.833333333333333,0.821278825995807
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,954,318,318,0.6,0.2,0.2, [0.96354167 0.96354167 0.94210526 0.97368421 0.96315789],0.477987421383648,0.525157232704403,0.79811320754717,0.99581589958159,0.9979035639413,0.9958071278826,0.531073446327684,0.648275862068966,0.491767988837951,0.597333333333333,0.713375796178344,0.527495351505321,0.809495548961424,0.875481386392811,0.799639583455345
ensemble_model_v2_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.65789474 0.63157895 0.57894737 0.65789474 0.5       ],0.596774193548387,0.564516129032258,0.817307692307692,0.973262032085562,0.968085106382979,0.973404255319149,0.590163934426229,0.580645161290323,0.596774193548387,0.557377049180328,0.548387096774194,0.564516129032258,0.815533980582524,0.807692307692308,0.817307692307692
ensemble_model_N8_B96_E104_nb_zones_10_mscn_svdn,8,96,104,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.625      0.41666667 0.625      0.54347826],0.52112676056338,0.535211267605634,0.823684210526316,1,1,1,0.54054054054054,0.571428571428571,0.521825396825397,0.535211267605634,0.527777777777778,0.53531746031746,0.825065274151436,0.831578947368421,0.823684210526316
svm_model_N40_B80_E120_nb_zones_6_mscn_svdn,40,80,120,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.53571429 0.60714286 0.42857143 0.64285714],0.531914893617021,0.702127659574468,0.588983050847458,0.63030303030303,0.732394366197183,0.570422535211268,0.541666666666667,0.619047619047619,0.54029304029304,0.740740740740741,0.8,0.695454545454545,0.636704119850187,0.726495726495726,0.590138619550384
svm_model_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.60416667 0.54166667 0.6875     0.58333333 0.41666667],0.557142857142857,0.614285714285714,0.573684210526316,0.428571428571429,0.325,0.566666666666667,0.550724637681159,0.558823529411765,0.55718954248366,0.597014925373134,0.555555555555556,0.616013071895425,0.490566037735849,0.410526315789474,0.573684210526316
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.94270833 0.93229167 0.92105263 0.96315789],0.512578616352201,0.572327044025157,0.813442211055276,0.993697478991597,0.989539748953975,0.993723849372385,0.563380281690141,0.65359477124183,0.517706476530006,0.611428571428571,0.685897435897436,0.574430199430199,0.820760410380205,0.864040660736976,0.814007908008239
ensemble_model_v2_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.57142857 0.46428571 0.46428571 0.5       ],0.595744680851064,0.553191489361702,0.817796610169492,0.978723404255319,0.971830985915493,0.978873239436619,0.536585365853659,0.478260869565217,0.593297101449275,0.553191489361702,0.448275862068966,0.585249042145594,0.812227074235808,0.75609756097561,0.820526656594
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.92708333 0.94736842 0.94736842 0.93157895 0.92631579],0.615141955835962,0.596214511041009,0.841740226986129,0.998948475289169,0.997899159663866,0.998949579831933,0.61875,0.634615384615385,0.615444338270425,0.634285714285714,0.69811320754717,0.59589204681156,0.845157310302283,0.865992414664981,0.841801238779031
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdne,4,0,4,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93697479 0.91176471 0.93697479 0.93277311 0.94537815],0.523676880222841,0.543175487465181,0.822851153039832,0.997476871320437,0.996638655462185,0.997478991596639,0.591885441527446,0.663101604278075,0.517597313766944,0.575129533678756,0.645348837209302,0.547273349085935,0.83049147442327,0.867924528301887,0.822851153039832
svm_model_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.54166667 0.60416667 0.5625     0.56521739],0.605633802816901,0.549295774647887,0.736842105263158,0.833333333333333,0.840336134453782,0.831932773109244,0.674418604651163,0.763157894736842,0.593700159489633,0.609756097560976,0.757575757575758,0.562998405103668,0.754901960784314,0.810526315789474,0.736842105263158
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9375     0.92857143 0.94537815 0.89495798 0.92016807],0.513966480446927,0.497206703910615,0.806079664570231,0.986394557823129,0.973154362416107,0.986577181208054,0.589622641509434,0.672043010752688,0.507533133283321,0.563106796116505,0.674418604651163,0.503875968992248,0.81610337972167,0.860587002096436,0.80607966457023
svm_model_N26_B87_E113_nb_zones_8_mscn_svdn,26,87,113,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.57894737 0.5        0.42105263 0.52777778],0.516129032258065,0.580645161290323,0.82051282051282,1,1,1,0.516129032258065,0.516129032258065,0.516129032258065,0.657894736842105,0.735294117647059,0.564075630252101,0.828220858895706,0.849056603773585,0.8199531384881
ensemble_model_N40_B80_E120_nb_zones_6_mscn_svdn,40,80,120,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.53333333 0.5        0.60714286 0.57142857 0.53571429],0.583333333333333,0.5625,0.829166666666667,1,1,1,0.642857142857143,0.72,0.577391304347826,0.571428571428571,0.56,0.562608695652174,0.835341365461847,0.852459016393443,0.828771881078077
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81512605 0.78151261 0.77731092 0.76470588 0.78151261],0.643454038997215,0.637883008356546,0.839622641509434,0.960526315789474,0.981512605042017,0.959663865546218,0.69811320754717,0.8,0.638505747126437,0.691943127962085,0.839080459770115,0.643864554209382,0.851600387972842,0.920335429769392,0.839622641509434
ensemble_model_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.52083333 0.52083333 0.5        0.60416667 0.47916667],0.5,0.5,0.81578947368421,1,1,1,0.477611940298507,0.444444444444444,0.501633986928105,0.520547945205479,0.558823529411765,0.501633986928105,0.81578947368421,0.81578947368421,0.815789473684211
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.94583333 0.90833333 0.92916667 0.94537815 0.84453782],0.502808988764045,0.508426966292135,0.810272536687631,0.991568296795953,0.983277591973244,0.991638795986622,0.560794044665012,0.642045454545455,0.504356060606061,0.56575682382134,0.633333333333333,0.507007575757576,0.818273092369478,0.854297693920335,0.810272536687631
ensemble_model_v2_N8_B96_E104_nb_zones_10_mscn_svdn,8,96,104, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.54166667 0.4375     0.54166667 0.45833333 0.47916667],0.514285714285714,0.5,0.813157894736842,0.991596638655462,0.983333333333333,0.991666666666667,0.46875,0.405405405405405,0.520884520884521,0.477611940298508,0.484848484848485,0.499180999180999,0.807588075880759,0.78421052631579,0.813157894736842
svm_model_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.65789474 0.65789474 0.65789474 0.68421053],0.53968253968254,0.650793650793651,0.712025316455696,0.789473684210526,0.789473684210526,0.789473684210526,0.591549295774648,0.67741935483871,0.541834677419355,0.676470588235294,0.696969696969697,0.648484848484848,0.723404255319149,0.748427672955975,0.711793454312382
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16,10, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.78571429 0.80672269 0.79411765 0.82352941 0.78571429],0.568245125348189,0.534818941504178,0.747379454926625,0.86863711001642,0.889075630252101,0.865546218487395,0.534534534534534,0.473404255319149,0.572959437601095,0.492401215805471,0.473684210526316,0.532054871220605,0.743617021276596,0.732704402515723,0.747379454926625
ensemble_model_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.60416667 0.64583333 0.47916667 0.58695652],0.619718309859155,0.633802816901409,0.847368421052631,0.97907949790795,0.983193277310924,0.978991596638656,0.597014925373134,0.571428571428571,0.619047619047619,0.648648648648649,0.666666666666667,0.633333333333333,0.847368421052631,0.847368421052631,0.847368421052631
svm_model_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.44537815 0.46218487 0.5210084  0.48319328 0.45378151],0.47075208913649,0.515320334261838,0.60062893081761,0.654513888888889,0.633613445378151,0.665546218487395,0.457142857142857,0.414507772020725,0.475326175166989,0.431372549019608,0.397590361445783,0.507085336163306,0.57853982300885,0.548218029350105,0.60062893081761
ensemble_model_N26_B87_E113_nb_zones_8_mscn_svdn,26,87,113,8, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.44736842 0.34210526 0.31578947 0.42105263 0.58333333],0.564516129032258,0.548387096774194,0.823717948717949,1,1,1,0.509090909090909,0.4375,0.56875,0.575757575757576,0.542857142857143,0.549206349206349,0.822006472491909,0.788819875776398,0.824873514047139
ensemble_model_v2_N40_B80_E120_nb_zones_6_mscn_svdn,40,80,120, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.6        0.53333333 0.32142857 0.46428571 0.5       ],0.541666666666667,0.541666666666667,0.816666666666667,1,1,1,0.56,0.5,0.55,0.576923076923077,0.517241379310345,0.548094373865699,0.821138211382114,0.782945736434108,0.819400796144982
svm_model_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.6875     0.5625     0.58695652 0.52173913],0.5,0.5,0.671052631578947,0.766519823788546,0.73728813559322,0.775423728813559,0.55,0.628571428571429,0.503474903474904,0.581395348837209,0.675675675675676,0.494980694980695,0.681933842239186,0.705263157894737,0.671052631578947
ensemble_model_v2_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.5625     0.58333333 0.5        0.63043478],0.416666666666667,0.527777777777778,0.763157894736842,0.940677966101695,0.940677966101695,0.940677966101695,0.432432432432432,0.390243902439024,0.420928402832415,0.451612903225806,0.451612903225806,0.518489378442172,0.758064516129032,0.742105263157895,0.763157894736842
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.91666667 0.9375     0.90833333 0.94537815 0.94957983],0.52247191011236,0.51685393258427,0.814989517819707,0.990779547359598,0.988294314381271,0.990802675585284,0.597156398104265,0.692307692307692,0.518567639257294,0.584541062801932,0.695402298850575,0.52077807250221,0.826022671266634,0.878406708595388,0.814989517819706
ensemble_model_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.52631579 0.57894737 0.5        0.5       ],0.53968253968254,0.555555555555556,0.787974683544304,0.946236559139785,0.926315789473684,0.947368421052632,0.553846153846154,0.6,0.542424242424243,0.5625,0.580645161290323,0.555947580645161,0.787301587301587,0.794871794871795,0.788060897435897
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.96354167 0.94736842 0.94210526 0.93684211 0.94736842],0.574132492113565,0.55205047318612,0.824716267339218,0.998948475289169,0.997899159663866,0.998949579831933,0.536082474226804,0.467065868263473,0.580199600798403,0.453846153846154,0.398648648648649,0.542519590596514,0.81491344873502,0.77370417193426,0.824587935023734
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.90756303 0.91596639 0.90336134 0.92016807 0.91101695],0.577777777777778,0.613888888888889,0.836477987421384,0.982308340353833,0.981481481481482,0.982323232323232,0.539393939393939,0.523529411764706,0.574922600619195,0.589970501474926,0.526315789473684,0.619040247678019,0.831896551724138,0.809224318658281,0.836477987421384
svm_model_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.64583333 0.6375     0.64285714 0.70168067 0.66386555],0.515406162464986,0.484593837535014,0.668763102725367,0.726911618669315,0.613065326633166,0.769681742043551,0.600461893764434,0.680628272251309,0.502964738535293,0.544554455445545,0.662650602409639,0.496246767173406,0.657266811279826,0.635220125786163,0.668763102725367
ensemble_model_v2_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.625      0.66666667 0.64583333 0.60416667 0.66666667],0.642857142857143,0.414285714285714,0.802631578947369,0.962025316455696,0.95,0.9625,0.59016393442623,0.545454545454545,0.637592137592138,0.369230769230769,0.324324324324324,0.41973791973792,0.793388429752066,0.757894736842105,0.802631578947368
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.775      0.7375     0.74369748 0.74369748 0.73529412],0.504201680672269,0.554621848739496,0.730083857442348,0.838301716350497,0.777219430485762,0.850083752093802,0.532981530343008,0.577142857142857,0.505604395604396,0.584856396866841,0.615384615384615,0.553406593406594,0.724451578384163,0.709643605870021,0.730083857442348
ensemble_model_v2_N26_B87_E113_nb_zones_8_mscn_svdn,26,87,113, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.5        0.65789474 0.39473684 0.57894737],0.666666666666667,0.428571428571429,0.819620253164557,1,1,1,0.695652173913044,0.685714285714286,0.664285714285714,0.454545454545455,0.517241379310345,0.435091277890467,0.824615384615385,0.842767295597484,0.819472819773264
svm_model_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.67857143 0.57142857 0.42857143 0.60714286],0.617021276595745,0.48936170212766,0.656779661016949,0.702290076335878,0.647887323943662,0.725352112676056,0.571428571428571,0.5,0.619565217391304,0.454545454545455,0.416666666666667,0.490942028985507,0.626728110599078,0.571428571428571,0.657509157509158
ensemble_model_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.52083333 0.54166667 0.6875     0.56521739],0.549295774647887,0.549295774647887,0.81578947368421,0.974576271186441,0.966386554621849,0.974789915966386,0.58974358974359,0.605263157894737,0.545055821371611,0.58974358974359,0.696969696969697,0.559011164274322,0.821428571428571,0.847368421052631,0.81578947368421
svm_model_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.62068966 0.63793103 0.60714286 0.58928571],0.468085106382979,0.468085106382979,0.644736842105263,0.684014869888476,0.643356643356643,0.702797202797203,0.489795918367347,0.545454545454545,0.472727272727273,0.528301886792453,0.56,0.461818181818182,0.636118598382749,0.621052631578947,0.644736842105263
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.8487395  0.84033613 0.82352941 0.80252101 0.80672269],0.504178272980501,0.543175487465181,0.74895178197065,0.884388185654009,0.880672268907563,0.884873949579832,0.518918918918919,0.516129032258065,0.503729256013425,0.559139784946237,0.601156069364162,0.54520169059606,0.751427088738972,0.758909853249476,0.74895178197065
ensemble_model_v2_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.71052632 0.36842105 0.63157895 0.47368421 0.58333333],0.596774193548387,0.387096774193548,0.769230769230769,0.951871657754011,0.946808510638298,0.952127659574468,0.56140350877193,0.666666666666667,0.609649122807017,0.457142857142857,0.432432432432432,0.376216216216216,0.770700636942675,0.780645161290323,0.769303472364907
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdn,16,0,16,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.78991597 0.77731092 0.75630252 0.77310924 0.78813559],0.508333333333333,0.508333333333333,0.712788259958071,0.83993399339934,0.856902356902357,0.836700336700337,0.506963788300835,0.508379888268156,0.508333590542918,0.506963788300836,0.502762430939227,0.508364455693077,0.716062176165803,0.724318658280922,0.712788259958071
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.77083333 0.81770833 0.77894737 0.84210526 0.83157895],0.625786163522013,0.606918238993711,0.833333333333333,0.97841726618705,0.9979035639413,0.977987421383648,0.624605678233439,0.634615384615385,0.625949667616334,0.598070739549839,0.58125,0.607080696202532,0.834478450968145,0.842370744010088,0.833356011904668
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.77916667 0.85       0.7875     0.72268908 0.76470588],0.558988764044944,0.587078651685393,0.755765199161426,0.866336633663366,0.877926421404682,0.864548494983278,0.485245901639344,0.437869822485207,0.553159510173085,0.544891640866873,0.470588235294118,0.593282283327532,0.746739130434783,0.720125786163522,0.755765199161425
ensemble_model_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40,8, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.96875    0.95263158 0.95263158 0.96315789 0.94210526],0.485804416403786,0.523659305993691,0.801387137452711,0.998948475289169,0.997899159663866,0.998949579831933,0.465573770491803,0.482993197278912,0.485614245698279,0.511326860841424,0.49375,0.523945063694268,0.798722044728435,0.798212005108557,0.801347596576694
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94957983 0.95378151 0.95798319 0.95798319 0.95378151],0.596100278551532,0.568245125348189,0.842243186582809,0.999160369437448,1,0.999159663865546,0.702258726899384,0.890625,0.57405501497006,0.657836644591611,0.892215568862275,0.589336951097804,0.858751759737213,0.959119496855346,0.842243186582809
svm_model_N16_B92_E108_nb_zones_10_mscn_svdn,16,92,108,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.4375     0.58333333 0.45652174 0.47826087],0.472222222222222,0.513888888888889,0.765789473684211,0.929824561403509,0.898305084745763,0.932203389830508,0.457142857142857,0.421052631578947,0.475232198142415,0.477611940298508,0.470588235294118,0.511609907120743,0.756164383561644,0.726315789473684,0.765789473684211
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.97894737 0.95263158 0.91578947 0.91578947 0.95744681],0.522151898734177,0.512658227848101,0.80379746835443,0.994731296101159,0.9957805907173,0.994725738396624,0.514469453376206,0.506329113924051,0.522151898734177,0.457746478873239,0.414012738853503,0.512037815967632,0.799222797927461,0.782002534854246,0.803769914709044
svm_model_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.60526316 0.71052632 0.60526316 0.63157895],0.53968253968254,0.571428571428571,0.822784810126582,1,1,1,0.623376623376623,0.705882352941176,0.525354969574037,0.63013698630137,0.696969696969697,0.565151515151515,0.835294117647059,0.876543209876543,0.821388488055155
ensemble_model_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.5        0.71428571 0.5        0.60714286],0.520833333333333,0.729166666666667,0.845833333333333,0.993006993006993,0.986111111111111,0.993055555555556,0.566037735849057,0.46875,0.546875,0.682926829268293,0.608695652173913,0.724347826086957,0.843881856540084,0.78740157480315,0.849452999790955
ensemble_model_v2_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.625      0.4375     0.5625     0.58695652],0.507042253521127,0.535211267605634,0.794736842105263,0.958333333333333,0.966386554621849,0.957983193277311,0.507042253521127,0.6,0.519512195121951,0.56,0.51219512195122,0.539430894308943,0.797927461139896,0.810526315789474,0.794736842105263
ensemble_model_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.39655172 0.55172414 0.55357143 0.69642857],0.531914893617021,0.638297872340426,0.886842105263158,0.985915492957746,0.979020979020979,0.986013986013986,0.633333333333333,0.703703703703704,0.501851851851852,0.666666666666667,0.85,0.665740740740741,0.891139240506329,0.926315789473684,0.886842105263158
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.86554622 0.84033613 0.84033613 0.8907563  0.86016949],0.544444444444444,0.533333333333333,0.772536687631027,0.912220309810671,0.892255892255892,0.914141414141414,0.438356164383562,0.351648351648352,0.546610692678109,0.454545454545455,0.393258426966292,0.531794048647981,0.753688989784336,0.69601677148847,0.772536687631027
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdne,8,0,8,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.88235294 0.91176471 0.86134454 0.83613445 0.88983051],0.530555555555556,0.508333333333333,0.776205450733753,0.929626411815812,0.900673400673401,0.931818181818182,0.510144927536232,0.508670520231214,0.529736329634323,0.528,0.529411764705882,0.50748044882693,0.771779796900054,0.756813417190776,0.776205450733752
svm_model_N32_B84_E116_nb_zones_8_mscn_svdn,32,84,116,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.5        0.57894737 0.44736842 0.57894737],0.523809523809524,0.507936507936508,0.563291139240506,0.592592592592592,0.589473684210526,0.594736842105263,0.516129032258065,0.470588235294118,0.528397565922921,0.474576271186441,0.466666666666667,0.506060606060606,0.554838709677419,0.540880503144654,0.563433882145575
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdne,40,0,40,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.95263158 0.97368421 0.94210526 0.94736842 0.95263158],0.525316455696203,0.509493670886076,0.805309734513274,0.996832101372756,0.993684210526316,0.996842105263158,0.503311258278146,0.487179487179487,0.524839743589744,0.47098976109215,0.485915492957747,0.507325562570827,0.800259403372244,0.798188874514877,0.805151297578823
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94583333 0.91596639 0.93277311 0.91176471 0.87815126],0.578212290502793,0.536312849162011,0.806079664570231,0.955722639933166,0.959731543624161,0.955536912751678,0.62716049382716,0.734104046242775,0.583268239337604,0.600961538461538,0.675675675675676,0.531479456334948,0.816650148662042,0.863731656184486,0.806079664570231
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.91596639 0.89915966 0.86554622 0.8697479  0.91176471],0.49025069637883,0.54874651810585,0.784591194968553,0.943201376936317,0.921008403361344,0.94453781512605,0.475644699140401,0.451086956521739,0.491257763975155,0.542372881355932,0.548571428571429,0.548742236024845,0.779624664879357,0.762054507337526,0.784591194968553
ensemble_model_N16_B92_E108_nb_zones_10_mscn_svdn,16,92,108,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.39583333 0.35416667 0.41304348 0.52173913],0.527777777777778,0.472222222222222,0.810526315789474,1,1,1,0.575,0.575,0.521875,0.321428571428571,0.28125,0.453125,0.806451612903226,0.789473684210526,0.810526315789474
ensemble_model_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.5        0.47368421 0.42105263 0.71052632 0.47368421],0.546875,0.640625,0.83125,0.989473684210526,0.979166666666667,0.989583333333333,0.579710144927536,0.571428571428571,0.544334975369458,0.684931506849315,0.757575757575758,0.636852394916911,0.837349397590361,0.847560975609756,0.83083176985616
ensemble_model_v2_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.60714286 0.57142857 0.57142857 0.42857143 0.53571429],0.565217391304348,0.652173913043478,0.823275862068966,0.964028776978417,0.957142857142857,0.964285714285714,0.615384615384615,0.695652173913043,0.565217391304348,0.578947368421053,0.611111111111111,0.64484126984127,0.820960698689956,0.846846846846847,0.824249869704415
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.6875     0.7375     0.71008403 0.71008403 0.76890756],0.61624649859944,0.610644257703081,0.707547169811321,0.784403669724771,0.85929648241206,0.763819095477387,0.67458432304038,0.788888888888889,0.614783427495292,0.663438256658596,0.774011299435028,0.612005649717514,0.739495798319328,0.830188679245283,0.707547169811321
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4,10, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.8        0.85       0.8375     0.81932773 0.81092437],0.620786516853933,0.634831460674157,0.834381551362683,0.958162428219852,0.976588628762542,0.957357859531773,0.652956298200514,0.713483146067416,0.620786516853933,0.650537634408602,0.679775280898876,0.634831460674157,0.84040404040404,0.872117400419287,0.834381551362683
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.94791667 0.9375     0.96354167 0.96354167 0.94270833],0.528125,0.51875,0.8075,0.996871741397289,0.995833333333333,0.996875,0.551928783382789,0.596153846153846,0.529784240150094,0.512658227848101,0.512658227848101,0.518674792936396,0.80893300248139,0.821158690176322,0.807601677594365
svm_model_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.53448276 0.58928571 0.53571429 0.57142857],0.604166666666667,0.5625,0.652631578947368,0.640625,0.577464788732394,0.676056338028169,0.558139534883721,0.444444444444444,0.626984126984127,0.461538461538462,0.428571428571429,0.547619047619048,0.609467455621302,0.542105263157895,0.652631578947368
ensemble_model_N26_B0_E26_nb_zones_10_lab_svd,26,0,26,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.9625     0.95833333 0.9789916  0.95378151 0.95798319],0.523809523809524,0.551820728291317,0.827044025157233,1,1,1,0.662698412698413,0.98235294117647,0.544652406417112,0.695817490494296,0.978609625668449,0.53048128342246,0.851618705035971,0.992662473794549,0.827044025157233
ensemble_model_N32_B84_E116_nb_zones_8_mscn_svdn,32,84,116,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.65       0.60526316 0.60526316 0.60526316 0.60526316],0.53125,0.453125,0.796875,1,1,1,0.558823529411765,0.558823529411765,0.529411764705882,0.444444444444444,0.4375,0.453125,0.79876160990712,0.796296296296296,0.796882325363338
ensemble_model_v2_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.46551724 0.63793103 0.57142857 0.44642857],0.553191489361702,0.531914893617021,0.842105263157895,0.939929328621908,0.93006993006993,0.94055944055944,0.571428571428571,0.583333333333333,0.552536231884058,0.56,0.608695652173913,0.533514492753623,0.842931937172775,0.847368421052631,0.842105263157895
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95378151 0.97058824 0.93697479 0.93697479 0.97058824],0.484679665738162,0.498607242339833,0.803459119496855,0.991610738255034,0.99327731092437,0.991596638655462,0.652908067542214,0.97752808988764,0.48876404494382,0.664179104477612,0.983425414364641,0.494521695946365,0.834144183989385,0.988469601677149,0.803459119496855
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.97083333 0.94166667 0.95833333 0.96638655 0.9789916 ],0.508426966292135,0.491573033707865,0.813417190775681,1,1,1,0.533333333333333,0.523560209424084,0.507234650166587,0.462908011869436,0.472727272727273,0.490290337934317,0.813417190775681,0.813417190775681,0.813417190775681
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.90756303 0.91176471 0.93277311 0.92857143 0.90677966],0.527777777777778,0.538888888888889,0.79559748427673,0.953846153846154,0.939393939393939,0.954545454545455,0.487951807228916,0.457627118644068,0.526627766972307,0.502994011976048,0.459016393442623,0.540242659998148,0.787581699346405,0.757861635220126,0.79559748427673
svm_model_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.675      0.63157895 0.65789474 0.63157895 0.63157895],0.609375,0.5625,0.825,0.984126984126984,0.96875,0.984375,0.590163934426229,0.666666666666667,0.617117117117117,0.631578947368421,0.705882352941176,0.552941176470588,0.828220858895706,0.859872611464968,0.825641827204877
ensemble_model_v2_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.57894737 0.63157895 0.57894737 0.5       ],0.492063492063492,0.619047619047619,0.806962025316456,0.973821989528796,0.978947368421053,0.973684210526316,0.515151515151515,0.586206896551724,0.498985801217038,0.625,0.588235294117647,0.621703853955375,0.809968847352025,0.822784810126582,0.806962025316456
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.97083333 0.96666667 0.95       0.95416667 0.93697479],0.535211267605634,0.504225352112676,0.821278825995807,1,1,1,0.661190965092402,0.87027027027027,0.520429252782194,0.623931623931624,0.858823529411765,0.518600953895071,0.841616349280074,0.949685534591195,0.821278825995807
ensemble_model_v2_N16_B92_E108_nb_zones_10_mscn_svdn,16,92,108, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.5        0.60416667 0.64583333 0.54347826],0.47887323943662,0.563380281690141,0.821052631578947,1,1,1,0.54320987654321,0.511627906976744,0.470099667774086,0.474576271186441,0.5,0.552325581395349,0.82010582010582,0.81578947368421,0.821052631578947
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,1194,398,398,0.6,0.2,0.2, [0.9375     0.95416667 0.90756303 0.93697479 0.94537815],0.450980392156863,0.507002801120448,0.79979035639413,0.991610738255034,0.989949748743718,0.991624790619766,0.5625,0.741176470588235,0.464171122994652,0.615720524017467,0.754010695187166,0.494652406417112,0.817921830314585,0.89937106918239,0.79979035639413
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.9375     0.94583333 0.93277311 0.92857143 0.96218487],0.50140056022409,0.568627450980392,0.823899371069182,0.996638655462185,0.993299832495812,0.996649916247906,0.485549132947977,0.471910112359551,0.501318184671395,0.549707602339181,0.525139664804469,0.568749607683134,0.821086261980831,0.808176100628931,0.823899371069182
ensemble_model_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.56896552 0.48214286 0.51785714 0.5       ],0.604166666666667,0.604166666666667,0.894736842105263,0.992957746478873,0.992957746478873,0.992957746478873,0.595744680851064,0.636363636363636,0.606643356643357,0.641509433962264,0.653846153846154,0.59965034965035,0.895833333333333,0.905263157894737,0.894736842105263
ensemble_model_v2_N32_B84_E116_nb_zones_8_mscn_svdn,32,84,116, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.45       0.55263158 0.47368421 0.5        0.39473684],0.578125,0.5625,0.828125,1,1,1,0.542372881355932,0.470588235294118,0.585294117647059,0.548387096774194,0.586206896551724,0.564532019704434,0.824281150159744,0.811320754716981,0.828020625805696
svm_model_N4_B98_E102_nb_zones_12_mscn_svdn,4,98,102,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.55172414 0.55172414 0.5        0.53571429],0.51063829787234,0.638297872340426,0.652631578947368,0.708860759493671,0.783216783216783,0.678321678321678,0.465116279069767,0.476190476190476,0.507326007326007,0.690909090909091,0.730769230769231,0.627289377289377,0.681159420289855,0.742105263157895,0.652631578947368
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.94166667 0.95416667 0.92857143 0.96218487 0.92436975],0.512605042016807,0.467787114845938,0.804507337526205,0.992443324937028,0.989949748743718,0.992462311557789,0.608108108108108,0.733695652173913,0.505576149786378,0.525,0.606936416184971,0.471946468962051,0.816707616707617,0.871069182389937,0.804507337526206
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.96638655 0.96638655 0.96638655 0.95798319 0.90254237],0.538888888888889,0.577777777777778,0.833333333333333,1,1,1,0.683206106870229,0.972826086956522,0.529026679841897,0.696,0.988636363636364,0.586709486166008,0.85623869801085,0.992662473794549,0.833333333333333
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.7        0.8125     0.77916667 0.76666667 0.79583333],0.635593220338983,0.652542372881356,0.7479035639413,0.829992576095026,0.931666666666666,0.809166666666667,0.678304239401496,0.764044943820225,0.634863381001021,0.685421994884911,0.761363636363636,0.653153728294178,0.775128564749883,0.868972746331237,0.7479035639413
svm_model_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.5        0.60416667 0.54166667 0.47826087],0.535211267605634,0.436619718309859,0.807894736842105,1,1,1,0.602409638554217,0.675675675675676,0.529014308426073,0.51219512195122,0.617647058823529,0.4439586645469,0.818858560794045,0.868421052631579,0.807894736842105
ensemble_model_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.52631579 0.68421053 0.60526316 0.52631579],0.53968253968254,0.634920634920635,0.832278481012658,0.994708994708995,0.989473684210526,0.994736842105263,0.579710144927536,0.625,0.538306451612903,0.656716417910448,0.6875,0.634072580645161,0.836923076923077,0.855345911949686,0.832131554700957
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.96666667 0.94583333 0.94957983 0.95378151 0.92857143],0.540616246498599,0.529411764705882,0.825995807127883,1,1,1,0.656903765690377,0.897142857142857,0.547472527472528,0.655737704918033,0.879120879120879,0.522417582417582,0.846296296296296,0.958071278825996,0.825995807127883
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.96354167 0.93684211 0.95789474 0.93157895 0.96842105],0.652996845425868,0.665615141955836,0.861916771752837,0.996845425867508,0.995798319327731,0.996848739495798,0.647435897435897,0.655844155844156,0.653075452155207,0.65359477124183,0.636942675159236,0.665346337579618,0.860420650095602,0.857687420584498,0.861885011919283
svm_model_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.60416667 0.5        0.625      0.52083333 0.52083333],0.514285714285714,0.571428571428571,0.781578947368421,0.922448979591837,0.941666666666667,0.920833333333333,0.595238095238095,0.694444444444444,0.508986928104575,0.634146341463415,0.764705882352941,0.576797385620915,0.798053527980535,0.863157894736842,0.781578947368421
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95378151 0.94537815 0.92857143 0.95798319 0.94537815],0.476323119777159,0.534818941504178,0.813417190775681,0.999158957106812,0.998319327731092,0.999159663865546,0.62992125984252,0.935672514619883,0.497091576458878,0.681904761904762,0.952127659574468,0.514075525693667,0.83978397839784,0.977987421383648,0.813417190775681
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svd,26,0,26,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94583333 0.97058824 0.93697479 0.92016807 0.94957983],0.553072625698324,0.519553072625698,0.825471698113208,0.999160369437448,0.998322147651007,0.999161073825503,0.676113360323887,0.932960893854749,0.553072625698324,0.651821862348178,0.899441340782123,0.519553072625698,0.847177604405691,0.967505241090147,0.825471698113208
ensemble_model_v2_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.5        0.65517241 0.57142857 0.44642857],0.531914893617021,0.574468085106383,0.836842105263158,0.930555555555556,0.937062937062937,0.93006993006993,0.476190476190476,0.4,0.540909090909091,0.6,0.681818181818182,0.580909090909091,0.836842105263158,0.836842105263158,0.836842105263158
svm_model_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.57894737 0.68421053 0.63157895 0.55263158],0.507936507936508,0.507936507936508,0.604430379746835,0.618181818181818,0.536842105263158,0.668421052631579,0.491803278688525,0.483870967741936,0.507560483870968,0.474576271186441,0.451612903225806,0.507056451612903,0.56140350877193,0.509554140127389,0.603833673837279
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.89166667 0.90416667 0.87916667 0.89495798 0.89495798],0.662921348314607,0.657303370786517,0.863731656184486,0.985148514851485,0.998327759197324,0.98494983277592,0.62962962962963,0.56353591160221,0.664625098658248,0.636904761904762,0.611428571428571,0.656543014996054,0.861111111111111,0.844863731656184,0.863731656184486
svm_model_N32_B0_E32_nb_zones_10_lab_svd,32,0,32,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.96218487 0.96218487 0.93277311 0.93277311 0.98728814],0.466666666666667,0.533333333333333,0.810796645702306,0.999157540016849,0.998316498316498,0.999158249158249,0.636363636363636,1,0.5,0.695652173913044,1,0.5,0.840758711954124,0.99895178197065,0.810796645702306
ensemble_model_N4_B98_E102_nb_zones_12_mscn_svdn,4,98,102,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.51724138 0.55357143 0.5        0.46428571],0.5,0.520833333333333,0.876315789473684,1,1,1,0.454545454545455,0.454545454545455,0.496503496503497,0.566037735849057,0.576923076923077,0.515734265734266,0.876640419947507,0.878947368421053,0.876315789473684
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94166667 0.93697479 0.94957983 0.93277311 0.93697479],0.463687150837989,0.550279329608938,0.811320754716981,0.994122586062133,0.993288590604027,0.994127516778523,0.49738219895288,0.516304347826087,0.46217516241879,0.572944297082228,0.620689655172414,0.552192653673163,0.815384615384615,0.833333333333333,0.811320754716981
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.88655462 0.89495798 0.84033613 0.91596639 0.87711864],0.519444444444444,0.575,0.784591194968553,0.930498773507768,0.957912457912458,0.928451178451178,0.624728850325379,0.842105263157895,0.534809245335561,0.687116564417178,0.888888888888889,0.558479532163743,0.810860561435803,0.923480083857442,0.784591194968553
ensemble_model_v2_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.575      0.63157895 0.57894737 0.63157895 0.63157895],0.5625,0.578125,0.803125,0.957446808510638,0.9375,0.958333333333333,0.5625,0.580645161290323,0.563049853372434,0.597014925373134,0.571428571428571,0.578817733990148,0.802507836990596,0.790123456790123,0.803289576496328
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.925      0.96638655 0.95378151 0.92016807 0.95378151],0.581005586592179,0.564245810055866,0.831236897274633,0.986554621848739,0.98489932885906,0.986577181208054,0.676724137931034,0.813471502590673,0.561281205840791,0.623188405797101,0.781818181818182,0.580028261893547,0.844294003868472,0.915094339622642,0.831236897274633
ensemble_model_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.39583333 0.58333333 0.54347826 0.45652174],0.680555555555556,0.583333333333333,0.831578947368421,0.952789699570816,0.940677966101695,0.953389830508475,0.729411764705882,0.794871794871795,0.67016317016317,0.583333333333333,0.636363636363636,0.587412587412587,0.835897435897436,0.857894736842105,0.831578947368421
ensemble_model_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.5        0.66666667 0.58333333 0.75       0.58333333],0.514285714285714,0.442857142857143,0.797368421052632,0.983193277310924,0.975,0.983333333333333,0.564102564102564,0.594594594594595,0.50941850941851,0.506329113924051,0.606060606060606,0.451678951678952,0.805063291139241,0.836842105263158,0.797368421052632
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.96638655 0.96218487 0.95378151 0.94537815 0.92372881],0.491666666666667,0.508333333333333,0.811320754716981,1,1,1,0.659217877094972,1,0.5,0.674033149171271,1,0.5,0.841269841269841,1,0.811320754716981
ensemble_model_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.625      0.55263158 0.57894737 0.5        0.57894737],0.5625,0.484375,0.809375,1,1,1,0.533333333333333,0.533333333333333,0.56078431372549,0.507462686567164,0.53125,0.484375,0.808777429467085,0.816455696202532,0.8094624160025
svm_model_N8_B96_E104_nb_zones_12_mscn_svdn,8,96,104,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.44827586 0.5        0.53571429 0.46428571],0.541666666666667,0.604166666666667,0.655263157894737,0.666666666666667,0.633802816901409,0.683098591549296,0.521739130434783,0.444444444444444,0.555555555555556,0.512820512820513,0.476190476190476,0.58994708994709,0.630985915492958,0.589473684210526,0.655263157894737
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16,10, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.8125     0.78991597 0.81092437 0.80252101 0.88235294],0.645251396648045,0.611731843575419,0.835429769392034,0.960526315789473,0.979865771812081,0.959731543624161,0.68641975308642,0.794285714285714,0.648508977361436,0.668257756563246,0.765027322404371,0.608227946916472,0.846078431372549,0.90461215932914,0.835429769392033
ensemble_model_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.94583333 0.95416667 0.94117647 0.95798319 0.96218487],0.49859943977591,0.529411764705882,0.818134171907757,1,1,1,0.393220338983051,0.305263157894737,0.511913016073117,0.39568345323741,0.329341317365269,0.517302237630003,0.803621958121109,0.744234800838574,0.818134171907757
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svd,32,0,32,10, low_bits_4_shifted_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95       0.95       0.95       0.94957983 0.94537815],0.502808988764045,0.497191011235955,0.810796645702306,0.99581589958159,0.994983277591973,0.995819397993311,0.669158878504673,1,0.5,0.664165103189493,1,0.5,0.840477242598321,0.996855345911949,0.810796645702306
ensemble_model_v2_N4_B98_E102_nb_zones_12_mscn_svdn,4,98,102, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.51724138 0.48275862 0.55357143 0.57142857],0.446808510638298,0.48936170212766,0.855263157894737,0.982578397212544,0.986013986013986,0.982517482517482,0.409090909090909,0.5,0.456896551724138,0.555555555555556,0.517241379310345,0.480842911877395,0.857142857142857,0.868421052631579,0.855263157894737
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95798319 0.94117647 0.96638655 0.94537815 0.94537815],0.498607242339833,0.501392757660167,0.811844863731656,1,1,1,0.66542750929368,1,0.5,0.667903525046382,1,0.5,0.841640935156595,1,0.811844863731656
ensemble_model_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9625     0.9        0.92916667 0.975      0.93697479],0.509859154929577,0.507042253521127,0.817085953878407,1,1,1,0.575609756097561,0.702380952380952,0.519639674051439,0.59016393442623,0.67379679144385,0.497612681436211,0.828501228501228,0.883647798742138,0.817085953878407
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.96354167 0.96354167 0.93684211 0.95263158 0.93684211],0.550314465408805,0.556603773584906,0.821383647798742,1,1,1,0.551724137931034,0.578947368421053,0.551521876981611,0.58160237388724,0.608695652173913,0.555940182774855,0.82360248447205,0.839240506329114,0.821495253164557
svm_model_N40_B80_E120_nb_zones_8_mscn_svdn,40,80,120,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.57894737 0.47368421 0.5        0.65789474],0.53968253968254,0.523809523809524,0.715189873417722,0.839378238341969,0.852631578947368,0.836842105263158,0.602739726027397,0.758620689655172,0.55578093306288,0.482758620689655,0.518518518518518,0.523148148148148,0.722222222222222,0.774834437086093,0.717720248846077
ensemble_model_v2_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.58333333 0.58333333 0.58333333 0.60869565],0.507042253521127,0.605633802816901,0.821052631578947,0.97907949790795,0.983193277310924,0.978991596638656,0.567901234567901,0.621621621621622,0.501987281399046,0.631578947368421,0.705882352941176,0.609697933227345,0.828282828282828,0.863157894736842,0.821052631578947
ensemble_model_v2_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.58333333 0.5625     0.60869565 0.47826087],0.555555555555556,0.444444444444444,0.802631578947369,0.987234042553192,0.983050847457627,0.98728813559322,0.6,0.648648648648649,0.552895752895753,0.459459459459459,0.485714285714286,0.445559845559846,0.80719794344473,0.826315789473684,0.802631578947368
ensemble_model_v2_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116, zones, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.675      0.65789474 0.57894737 0.57894737 0.55263158],0.546875,0.671875,0.8125,0.948453608247423,0.958333333333333,0.947916666666667,0.567164179104478,0.59375,0.546875,0.686567164179105,0.696969696969697,0.671065493646139,0.817073170731707,0.832298136645963,0.812375483417321
ensemble_model_N8_B96_E104_nb_zones_12_mscn_svdn,8,96,104,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.5862069  0.625      0.55357143 0.57142857],0.645833333333333,0.583333333333333,0.894736842105263,0.989473684210526,0.992957746478873,0.98943661971831,0.604651162790698,0.541666666666667,0.645833333333333,0.5,0.416666666666667,0.583333333333333,0.891304347826087,0.863157894736842,0.894736842105263
svm_model_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.56896552 0.58928571 0.46428571 0.67857143],0.604166666666667,0.395833333333333,0.65,0.684014869888476,0.647887323943662,0.700704225352113,0.595744680851064,0.666666666666667,0.611111111111111,0.472727272727273,0.481481481481482,0.383597883597884,0.641509433962264,0.626315789473684,0.65
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.91176471 0.90756303 0.87394958 0.86554622 0.88655462],0.520891364902507,0.498607242339833,0.808176100628931,0.988235294117647,0.988235294117647,0.988235294117647,0.57,0.647727272727273,0.523317188276205,0.543147208121827,0.584699453551913,0.496895181321411,0.815524193548387,0.848008385744235,0.808176100628931
ensemble_model_N40_B80_E120_nb_zones_8_mscn_svdn,40,80,120,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.39473684 0.39473684 0.57894737 0.60526316],0.555555555555556,0.555555555555556,0.819620253164557,0.994708994708995,0.989473684210526,0.994736842105263,0.631578947368421,0.705882352941176,0.542596348884381,0.575757575757576,0.678571428571429,0.567857142857143,0.827794561933535,0.872611464968153,0.819953531226215
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83333333 0.859375   0.859375   0.83854167 0.84210526],0.661442006269593,0.630094043887147,0.850877192982456,0.987603305785124,0.997912317327766,0.987473903966597,0.619718309859155,0.533333333333333,0.666017316017316,0.562962962962963,0.496732026143791,0.624872037168281,0.843626806833114,0.805520702634881,0.850820426411308
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.90336134 0.93697479 0.93277311 0.94117647 0.92372881],0.558333333333333,0.527777777777778,0.819706498951782,0.987363100252738,0.986531986531986,0.987373737373738,0.504672897196262,0.430851063829787,0.564262741217219,0.440789473684211,0.38953488372093,0.521895101434933,0.810154525386314,0.769392033542977,0.819706498951782
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdne,8,0,8,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94537815 0.90336134 0.91596639 0.93697479 0.93697479],0.512534818941504,0.518105849582173,0.811844863731656,0.990701606086222,0.984873949579832,0.990756302521008,0.593967517401392,0.707182320441989,0.510894531007511,0.614699331848552,0.775280898876405,0.520237134521075,0.825981580222976,0.893081761006289,0.811844863731656
svm_model_N26_B87_E113_nb_zones_10_mscn_svdn,26,87,113,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.5625     0.45833333 0.64583333 0.54347826],0.619718309859155,0.47887323943662,0.605263157894737,0.644628099173554,0.65546218487395,0.638655462184874,0.608695652173913,0.617647058823529,0.619634340222575,0.493150684931507,0.486486486486487,0.478537360890302,0.609375,0.615789473684211,0.605263157894737
svm_model_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.67241379 0.625      0.55357143 0.55357143],0.625,0.625,0.671052631578947,0.661596958174905,0.612676056338028,0.686619718309859,0.55,0.5,0.615384615384615,0.590909090909091,0.5,0.636363636363636,0.639769452449568,0.58421052631579,0.671052631578947
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.88333333 0.87083333 0.8487395  0.84033613 0.85294118],0.61344537815126,0.571428571428571,0.830188679245283,0.972839506172839,0.989949748743718,0.972361809045226,0.586826347305389,0.56,0.612417582417582,0.561604584527221,0.538461538461538,0.572087912087912,0.829293993677555,0.824947589098533,0.830188679245283
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.79583333 0.81666667 0.88235294 0.81932773 0.8697479 ],0.543417366946779,0.551820728291317,0.819706498951782,0.982543640897756,0.989949748743718,0.982412060301508,0.527536231884058,0.502762430939227,0.54399485183325,0.534883720930232,0.522727272727273,0.551418884982421,0.818181818181818,0.811320754716981,0.819706498951782
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.97395833 0.97395833 0.95263158 0.92631579],0.525157232704403,0.562893081761006,0.816582914572864,0.9979035639413,0.99581589958159,0.997907949790795,0.541033434650456,0.559748427672956,0.525157232704403,0.594752186588921,0.618181818181818,0.560724896019014,0.820418204182042,0.831670822942643,0.816468322863727
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdn,16,0,16,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.92916667 0.85833333 0.89915966 0.85714286 0.8697479 ],0.507002801120448,0.515406162464986,0.811844863731656,0.991666666666667,0.996649916247906,0.991624790619765,0.541666666666667,0.608187134502924,0.51108281456329,0.564231738035265,0.602150537634409,0.511601584606678,0.818778394750126,0.850104821802935,0.811844863731656
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.85294118 0.92016807 0.83193277 0.80672269 0.83898305],0.5,0.533333333333333,0.808176100628931,0.984924623115578,0.98989898989899,0.984848484848485,0.508196721311476,0.516666666666667,0.5,0.528089887640449,0.522222222222222,0.533333333333333,0.808977035490605,0.812368972746331,0.808176100628931
svm_model_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.66666667 0.58333333 0.54347826 0.65217391],0.486111111111111,0.555555555555556,0.657894736842105,0.728888888888889,0.694915254237288,0.741525423728814,0.531645569620253,0.552631578947368,0.482198142414861,0.6,0.705882352941176,0.563467492260062,0.661458333333333,0.668421052631579,0.657894736842105
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.95798319 0.92436975 0.94537815 0.92436975 0.93220339],0.591666666666667,0.591666666666667,0.837526205450734,0.986577181208054,0.98989898989899,0.986531986531987,0.614173228346457,0.635869565217391,0.590662055335968,0.614173228346457,0.664772727272727,0.593255928853755,0.841351074718526,0.861635220125786,0.837526205450734
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94791667 0.953125   0.94270833 0.9375     0.96315789],0.501567398119122,0.498432601880878,0.799498746867168,0.99895724713243,1,0.998956158663883,0.54178674351585,0.556213017751479,0.49810650887574,0.545454545454545,0.615384615384615,0.500943841434639,0.806996381182147,0.832089552238806,0.799251846826474
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.92916667 0.95       0.94957983 0.93697479 0.90336134],0.529411764705882,0.504201680672269,0.813941299790356,0.991610738255034,0.989949748743718,0.991624790619766,0.52,0.529069767441861,0.529399748585795,0.48695652173913,0.454054054054054,0.506096794468887,0.811870694223635,0.80293501048218,0.813941299790356
ensemble_model_v2_N8_B96_E104_nb_zones_12_mscn_svdn,8,96,104, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.51724138 0.48214286 0.48214286 0.51785714],0.541666666666667,0.479166666666667,0.868421052631579,0.989473684210526,0.992957746478873,0.98943661971831,0.5,0.578947368421053,0.548094373865699,0.509803921568627,0.448275862068966,0.487295825771325,0.868421052631579,0.868421052631579,0.868421052631579
ensemble_model_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.51724138 0.51785714 0.60714286 0.375     ],0.375,0.458333333333333,0.85,0.996466431095406,0.992957746478873,0.996478873239437,0.464285714285714,0.464285714285714,0.357142857142857,0.380952380952381,0.4,0.45,0.850393700787402,0.852631578947368,0.85
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92631579 0.97894737 0.92105263 0.96315789 0.96842105],0.5,0.525316455696203,0.804677623261694,0.998946259220232,0.997894736842105,0.998947368421053,0.509316770186335,0.522292993630573,0.50014020750711,0.568965517241379,0.61875,0.52411858974359,0.809141445336627,0.827020202020202,0.80464934151643
ensemble_model_v2_N40_B80_E120_nb_zones_8_mscn_svdn,40,80,120, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.34210526 0.47368421 0.5        0.57894737 0.5       ],0.467741935483871,0.612903225806452,0.817307692307692,1,1,1,0.507462686567164,0.607142857142857,0.480042016806723,0.636363636363636,0.538461538461538,0.638795986622073,0.822429906542056,0.819875776397515,0.817222656410678
ensemble_model_N26_B87_E113_nb_zones_10_mscn_svdn,26,87,113,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.41666667 0.35416667 0.65217391 0.47826087],0.527777777777778,0.416666666666667,0.8,1,1,1,0.540540540540541,0.540540540540541,0.527413127413127,0.5,0.6,0.421621621621622,0.807106598984772,0.836842105263158,0.8
ensemble_model_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108,12, mscn, svd,288,96,96,0.6,0.2,0.2, [0.62068966 0.62068966 0.55172414 0.51724138 0.69642857],0.565217391304348,0.608695652173913,0.873684210526316,0.96551724137931,0.972222222222222,0.965277777777778,0.523809523809524,0.523809523809524,0.561904761904762,0.625,0.6,0.60952380952381,0.873684210526316,0.873684210526316,0.873684210526316
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9625     0.95416667 0.925      0.95416667 0.96638655],0.614084507042253,0.616901408450704,0.856394129979036,0.999164578111947,0.998330550918197,0.999165275459098,0.668280871670702,0.770949720670391,0.612747587607923,0.645833333333333,0.704545454545455,0.617635855764348,0.862587763289869,0.90146750524109,0.856394129979036
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.92857143 0.95798319 0.91176471 0.8907563  0.94915254],0.480555555555556,0.458333333333333,0.796121593291405,0.994102780117944,0.993265993265993,0.994107744107744,0.524173027989822,0.585227272727273,0.482831027667984,0.485488126649077,0.5,0.457386363636364,0.801429300663604,0.822851153039832,0.796121593291405
svm_model_N4_B0_E4_nb_zones_12_lab_svd,4,0,4,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96503497 0.97202797 0.95104895 0.96503497 0.95774648],0.516666666666667,0.483333333333333,0.872641509433962,0.9979035639413,1,0.997899159663866,0.681318681318681,1,0.5,0.651685393258427,1,0.5,0.887029288702929,1,0.872641509433962
ensemble_model_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.52083333 0.70833333 0.60869565 0.65217391],0.513888888888889,0.555555555555556,0.813157894736842,0.983050847457627,0.983050847457627,0.983050847457627,0.507042253521127,0.545454545454545,0.516317016317016,0.578947368421053,0.564102564102564,0.554778554778555,0.814621409921671,0.821052631578947,0.813157894736842
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.96842105 0.92105263 0.96842105 0.93684211 0.94736842],0.534810126582278,0.55379746835443,0.816055625790139,0.996838777660696,0.995789473684211,0.996842105263158,0.501694915254237,0.4625,0.53573717948718,0.51877133105802,0.484076433121019,0.553358971277491,0.810670136629798,0.786616161616162,0.816092890934663
svm_model_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.68965517 0.67241379 0.625      0.625     ],0.468085106382979,0.25531914893617,0.742105263157895,0.865248226950354,0.853146853146853,0.867132867132867,0.468085106382979,0.478260869565217,0.468297101449275,0.25531914893617,0.25,0.255434782608696,0.739361702127659,0.731578947368421,0.742105263157895
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.74166667 0.75416667 0.68067227 0.73529412 0.72268908],0.649859943977591,0.661064425770308,0.844863731656184,0.959150326797385,0.983249581239531,0.958123953098828,0.622356495468278,0.544973544973545,0.656415343915344,0.608414239482201,0.55952380952381,0.65542328042328,0.841201716738197,0.821802935010482,0.844863731656185
ensemble_model_v2_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5862069  0.5        0.57142857 0.44642857],0.479166666666667,0.583333333333333,0.85,0.958041958041958,0.964788732394366,0.95774647887324,0.489795918367347,0.5,0.479166666666667,0.6,0.625,0.583333333333333,0.851948051948052,0.863157894736842,0.85
svm_model_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.68421053 0.55263158 0.63157895 0.65789474],0.476190476190476,0.555555555555556,0.70253164556962,0.827225130890052,0.831578947368421,0.826315789473684,0.352941176470588,0.375,0.456730769230769,0.631578947368421,0.666666666666667,0.537037037037037,0.70440251572327,0.72258064516129,0.702905229412943
ensemble_model_v2_N26_B87_E113_nb_zones_10_mscn_svdn,26,87,113, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.54166667 0.66666667 0.60416667 0.60869565],0.436619718309859,0.535211267605634,0.807894736842105,1,1,1,0.411764705882353,0.424242424242424,0.435805422647528,0.535211267605634,0.5,0.537878787878788,0.806366047745358,0.8,0.807894736842105
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.84033613 0.82773109 0.81932773 0.83193277 0.81779661],0.652777777777778,0.655555555555556,0.85272536687631,0.973421926910299,0.986531986531986,0.973063973063973,0.683544303797468,0.758426966292135,0.653938757871342,0.668449197860963,0.686813186813187,0.655204346215582,0.857577293461734,0.886792452830189,0.85272536687631
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svd,4,0,4,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.95454545 0.94055944 0.92657343 0.96153846 0.93661972],0.5,0.495833333333333,0.871069182389937,0.996491228070176,0.994397759103642,0.996498599439776,0.666666666666667,0.991735537190083,0.495867768595041,0.662952646239554,1,0.5,0.885261194029851,0.994758909853249,0.871069182389937
ensemble_model_v2_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.65517241 0.5        0.42857143 0.55357143],0.595744680851064,0.553191489361702,0.857894736842105,0.951388888888889,0.958041958041958,0.951048951048951,0.654545454545455,0.666666666666667,0.583333333333333,0.487804878048781,0.5,0.546296296296296,0.859375,0.868421052631579,0.857894736842105
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.94055944 0.95104895 0.96503497 0.95454545 0.94366197],0.5,0.495833333333333,0.870020964360587,0.995094604064471,0.994397759103642,0.995098039215686,0.666666666666667,0.991735537190083,0.495867768595041,0.662952646239554,1,0.5,0.884436160298229,0.994758909853249,0.870020964360587
svm_model_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.5        0.44444444 0.5        0.55555556],0.612903225806452,0.645161290322581,0.615384615384615,0.39344262295082,0.25531914893617,0.606382978723404,0.333333333333333,0.25,0.546052631578947,0.421052631578947,0.285714285714286,0.61344537815126,0.387755102040816,0.26027397260274,0.593992407988117
ensemble_model_v2_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.5625     0.625      0.60416667 0.5625     0.58333333],0.542857142857143,0.528571428571429,0.789473684210526,0.937238493723849,0.933333333333333,0.9375,0.542857142857143,0.513513513513513,0.544635544635545,0.507462686567164,0.515151515151515,0.527846027846028,0.787234042553191,0.778947368421053,0.789473684210526
ensemble_model_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.62068966 0.5862069  0.46551724 0.60714286 0.44642857],0.574468085106383,0.531914893617021,0.876315789473684,0.982817869415808,1,0.982517482517482,0.545454545454545,0.571428571428571,0.574175824175824,0.541666666666667,0.5,0.535714285714286,0.877284595300261,0.884210526315789,0.876315789473684
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svd,26,0,26, zones, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.95833333 0.97083333 0.95833333 0.95416667 0.92857143],0.498591549295775,0.56056338028169,0.824947589098533,1,1,1,0.638211382113821,0.877094972067039,0.495365667851701,0.675,0.920454545454545,0.563579228034535,0.846082949308756,0.962264150943396,0.824947589098533
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.96527778 0.94097222 0.93356643 0.94755245 0.92657343],0.464135021097046,0.535864978902954,0.865303983228511,0.986013986013986,0.98326359832636,0.9860529986053,0.634005763688761,1,0.5,0.697802197802198,1,0.5,0.879962634283045,0.987421383647799,0.865303983228511
ensemble_model_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.63157895 0.60526316 0.57894737 0.69444444],0.645161290322581,0.483870967741936,0.817307692307692,0.983783783783784,0.968085106382979,0.984042553191489,0.685714285714286,0.685714285714286,0.639153439153439,0.448275862068966,0.448275862068966,0.48171368861024,0.817891373801917,0.810126582278481,0.817400953476903
ensemble_model_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.4        0.5        0.44444444 0.44444444],0.625,0.46875,0.80625,0.978723404255319,0.958333333333333,0.979166666666667,0.571428571428571,0.571428571428571,0.619047619047619,0.451612903225806,0.411764705882353,0.472549019607843,0.797385620915033,0.772151898734177,0.805829035786842
svm_model_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.5625     0.5        0.54347826 0.63043478],0.569444444444444,0.569444444444444,0.592105263157895,0.507936507936508,0.406779661016949,0.60593220338983,0.436363636363636,0.375,0.55,0.537313432835821,0.45,0.584375,0.501607717041801,0.410526315789474,0.592105263157895
svm_model_N16_B92_E108_nb_zones_12_mscn_svdn,16,92,108,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.51724138 0.46428571 0.57142857 0.48214286],0.5625,0.375,0.678947368421053,0.741818181818182,0.71830985915493,0.75,0.571428571428571,0.56,0.562608695652174,0.375,0.391304347826087,0.375652173913043,0.672043010752688,0.657894736842105,0.678947368421053
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.94957983 0.93697479 0.95798319 0.93277311],0.604456824512535,0.604456824512535,0.84958071278826,0.997476871320437,0.996638655462185,0.997478991596639,0.692640692640693,0.864864864864865,0.596225535880708,0.683035714285714,0.879310344827586,0.612628145386766,0.863268222963316,0.949685534591195,0.84958071278826
svm_model_N32_B84_E116_nb_zones_10_mscn_svdn,32,84,116,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.625      0.64583333 0.54166667 0.45652174],0.591549295774648,0.47887323943662,0.563157894736842,0.572649572649573,0.563025210084034,0.579831932773109,0.658823529411765,0.736842105263158,0.580542264752791,0.506666666666667,0.575757575757576,0.48524720893142,0.578680203045685,0.6,0.563157894736842
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9375     0.9625     0.94166667 0.94117647 0.97058824],0.533707865168539,0.578651685393258,0.834381551362683,1,1,1,0.634361233480176,0.832369942196532,0.541868031207556,0.666666666666667,0.819672131147541,0.571685776556429,0.84952380952381,0.935010482180294,0.834381551362683
ensemble_model_v2_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.51724138 0.5        0.58928571 0.55357143],0.468085106382979,0.468085106382979,0.826315789473684,0.944827586206896,0.958041958041958,0.944055944055944,0.418604651162791,0.36,0.475454545454545,0.390243902439024,0.363636363636364,0.461818181818182,0.823529411764706,0.810526315789474,0.826315789473684
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97202797 0.95804196 0.95804196 0.96503497 0.94405594],0.527196652719665,0.472803347280335,0.863207547169811,0.984593837535014,0.983216783216783,0.984615384615385,0.69041095890411,1,0.5,0.642045454545455,1,0.5,0.878321678321678,0.987421383647799,0.863207547169811
ensemble_model_v2_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.75       0.6        0.66666667 0.66666667 0.77777778],0.483870967741936,0.580645161290323,0.775641025641026,0.9375,0.957446808510638,0.936170212765957,0.555555555555556,0.555555555555556,0.47008547008547,0.648648648648649,0.666666666666667,0.564102564102564,0.792899408284024,0.807228915662651,0.773477471529956
ensemble_model_v2_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.60526316 0.52631579 0.57894737 0.63157895],0.571428571428571,0.666666666666667,0.825949367088607,0.962962962962963,0.957894736842105,0.963157894736842,0.571428571428571,0.545454545454545,0.572727272727273,0.644067796610169,0.612903225806452,0.665826612903226,0.823151125401929,0.80503144654088,0.826082602251332
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8, zones, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95416667 0.9789916  0.95378151 0.95798319 0.94537815],0.544692737430168,0.480446927374302,0.816561844863732,0.999161777032691,1,0.999161073825503,0.540845070422535,0.516129032258065,0.545855213803451,0.46242774566474,0.465116279069767,0.479869967491873,0.815205913410771,0.809224318658281,0.816561844863732
ensemble_model_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.70833333 0.64583333 0.64583333 0.63043478],0.492957746478873,0.52112676056338,0.776315789473684,0.936708860759494,0.932773109243698,0.936974789915966,0.470588235294118,0.457142857142857,0.492460317460318,0.5,0.472222222222222,0.521825396825397,0.772117962466488,0.757894736842105,0.776315789473684
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.95833333 0.95138889 0.95454545 0.94405594 0.94755245],0.50210970464135,0.472573839662447,0.865828092243187,0.990953375086987,0.99302649930265,0.990934449093445,0.668539325842697,0.991666666666667,0.495833333333333,0.641833810888252,0.957264957264957,0.478632478632479,0.880485527544351,0.988469601677149,0.865828092243186
svm_model_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.7        0.85       0.55555556 0.72222222],0.5,0.5,0.65625,0.767676767676768,0.791666666666667,0.760416666666667,0.5,0.615384615384615,0.518218623481781,0.466666666666667,0.466666666666667,0.498039215686275,0.658385093167702,0.697368421052632,0.658208020050125
ensemble_model_N16_B92_E108_nb_zones_12_mscn_svdn,16,92,108,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.5        0.46551724 0.44642857 0.57142857],0.553191489361702,0.468085106382979,0.878947368421053,1,1,1,0.487804878048781,0.416666666666667,0.556159420289855,0.390243902439024,0.347826086956522,0.465579710144927,0.875,0.847368421052631,0.878947368421053
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.97083333 0.96666667 0.94166667 0.94583333 0.95378151],0.487323943661972,0.52112676056338,0.815513626834382,1,1,1,0.616033755274262,0.824858757062147,0.488272075160287,0.62882096069869,0.808988764044944,0.52031359106202,0.834741784037559,0.931865828092243,0.815513626834382
ensemble_model_N32_B84_E116_nb_zones_10_mscn_svdn,32,84,116,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.52083333 0.52083333 0.47916667 0.56521739],0.577464788732394,0.47887323943662,0.823684210526316,1,1,1,0.625,0.657894736842105,0.571371610845295,0.531645569620253,0.636363636363636,0.489234449760765,0.831234256926952,0.868421052631579,0.823684210526316
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,1188,396,396,0.6,0.2,0.2, [0.95378151 0.94117647 0.95378151 0.97058824 0.95338983],0.525,0.530555555555556,0.821802935010482,1,1,1,0.575682382133995,0.655367231638418,0.527137167731777,0.580645161290323,0.639344262295082,0.52871167917014,0.829488465396188,0.866876310272536,0.821802935010482
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.95416667 0.95833333 0.97478992 0.93697479 0.95798319],0.523809523809524,0.509803921568627,0.819182389937107,1,1,1,0.604651162790698,0.738636363636364,0.526776745354094,0.595842956120092,0.712707182320442,0.506921772978403,0.832280019445795,0.89727463312369,0.819182389937107
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9625     0.9375     0.96666667 0.96666667 0.95378151],0.571830985915493,0.554929577464789,0.837526205450734,1,1,1,0.612244897959184,0.69364161849711,0.574842787270533,0.62200956937799,0.714285714285714,0.550784475639967,0.845617529880478,0.889937106918239,0.837526205450734
svm_model_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.58333333 0.5625     0.58333333 0.67391304],0.577464788732394,0.591549295774648,0.68421052631579,0.740425531914893,0.73109243697479,0.743697478991597,0.583333333333333,0.567567567567568,0.577901430842607,0.591549295774648,0.617647058823529,0.592607313195548,0.682539682539683,0.678947368421053,0.68421052631579
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.84453782 0.8697479  0.85294118 0.87815126 0.8487395 ],0.626740947075209,0.632311977715877,0.852201257861635,0.986577181208054,0.988235294117647,0.98655462184874,0.673170731707317,0.707692307692308,0.619090056285178,0.643243243243243,0.725609756097561,0.639727954971857,0.856997971602434,0.885744234800839,0.852201257861635
ensemble_model_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.5        0.66666667 0.55555556 0.55555556],0.806451612903226,0.580645161290323,0.871794871794872,0.989247311827957,0.978723404255319,0.98936170212766,0.869565217391304,0.909090909090909,0.732323232323232,0.606060606060606,0.769230769230769,0.606837606837607,0.883720930232558,0.926829268292683,0.868820039551747
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.89495798 0.91596639 0.86554622 0.8487395  0.8940678 ],0.552777777777778,0.622222222222222,0.824423480083857,0.968386023294509,0.97979797979798,0.968013468013468,0.575197889182058,0.598901098901099,0.552259538214595,0.64021164021164,0.679775280898876,0.622854673416471,0.82899438489025,0.851153039832285,0.824423480083857
ensemble_model_v2_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113, zones, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.47916667 0.6875     0.625      0.6875     0.58333333],0.6,0.414285714285714,0.778947368421053,0.937238493723849,0.933333333333333,0.9375,0.517241379310345,0.454545454545455,0.592137592137592,0.405797101449275,0.378378378378378,0.416461916461917,0.770491803278688,0.742105263157895,0.778947368421053
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.94957983 0.92857143 0.95378151 0.93697479 0.94491525],0.511111111111111,0.516666666666667,0.816037735849057,0.999158957106812,1,0.999158249158249,0.45,0.375,0.520833333333333,0.404109589041096,0.351190476190476,0.506324404761905,0.805108273181566,0.759958071278826,0.816037735849057
ensemble_model_N32_B0_E32_nb_zones_10_lab_svd,32,0,32,10, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9625     0.98333333 0.9625     0.95378151 0.97058824],0.542134831460674,0.544943820224719,0.829664570230608,1,1,1,0.669371196754564,0.926966292134832,0.542134831460674,0.672064777327935,0.932584269662921,0.544943820224719,0.851122308749427,0.973794549266247,0.829664570230608
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,1194,398,398,0.6,0.2,0.2, [0.94166667 0.95416667 0.92436975 0.92857143 0.95798319],0.495798319327731,0.509803921568627,0.811320754716981,0.995808885163453,0.994974874371859,0.995812395309883,0.55,0.632183908045977,0.499152063312606,0.576271186440678,0.650273224043716,0.506171094780479,0.820538384845464,0.862683438155136,0.811320754716981
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.90416667 0.95       0.94957983 0.94537815 0.94957983],0.512605042016807,0.492997198879552,0.809748427672956,0.993265993265993,0.988274706867672,0.993299832495812,0.508474576271187,0.497237569060774,0.512823329984932,0.459701492537313,0.4375,0.492230662983426,0.806606286627597,0.793501048218029,0.809748427672956
ensemble_model_v2_N16_B92_E108_nb_zones_12_mscn_svdn,16,92,108, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.5        0.57142857 0.53571429 0.42857143],0.416666666666667,0.5,0.860526315789474,0.996491228070176,1,0.996478873239437,0.363636363636364,0.347826086956522,0.413913043478261,0.5,0.48,0.500869565217391,0.859416445623342,0.852631578947368,0.860526315789474
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94957983 0.98739496 0.9789916  0.97058824 0.97058824],0.520891364902507,0.484679665738162,0.812893081761006,1,1,1,0.670498084291188,0.956284153005464,0.512232985593641,0.646271510516252,0.960227272727273,0.493774838549429,0.840268456375839,0.984276729559748,0.812893081761006
ensemble_model_v2_N32_B84_E116_nb_zones_10_mscn_svdn,32,84,116, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.35416667 0.52083333 0.4375     0.4375     0.47826087],0.563380281690141,0.535211267605634,0.831578947368421,1,1,1,0.607594936708861,0.6,0.558064516129032,0.521739130434783,0.580645161290323,0.540322580645161,0.83419689119171,0.847368421052631,0.831578947368421
ensemble_model_v2_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154, zones, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.65       0.61111111 0.66666667 0.5        0.22222222],0.566666666666667,0.5,0.809210526315789,0.989247311827957,1,0.989130434782609,0.628571428571429,0.611111111111111,0.555555555555556,0.444444444444444,0.5,0.5,0.812903225806452,0.828947368421053,0.80921052631579
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,1200,400,400,0.6,0.2,0.2, [0.94166667 0.9375     0.92083333 0.94166667 0.9       ],0.548022598870056,0.564971751412429,0.828616352201258,0.989193682460515,0.991666666666667,0.989166666666667,0.562841530054645,0.572222222222222,0.547605363984674,0.598958333333333,0.660919540229885,0.566570881226054,0.832565284178187,0.852201257861635,0.828616352201258
svm_model_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.85       0.66666667 0.61111111 0.66666667],0.548387096774194,0.548387096774194,0.692307692307692,0.767441860465116,0.702127659574468,0.787234042553192,0.5625,0.5,0.557692307692308,0.588235294117647,0.625,0.545833333333333,0.684210526315789,0.641975308641975,0.694320987654321
ensemble_model_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.52083333 0.60416667 0.52083333 0.65217391],0.605633802816901,0.577464788732394,0.839473684210526,0.987341772151899,0.983193277310924,0.987394957983193,0.666666666666667,0.7,0.591935483870968,0.594594594594595,0.709677419354839,0.592338709677419,0.845569620253164,0.878947368421053,0.839473684210526
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94583333 0.91176471 0.93697479 0.94117647 0.93277311],0.43854748603352,0.477653631284916,0.793501048218029,0.994949494949495,0.991610738255034,0.99496644295302,0.452316076294278,0.461111111111111,0.438420724094881,0.516795865633075,0.561797752808989,0.478121098626717,0.797116374871267,0.811320754716981,0.793501048218029
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.88655462 0.88235294 0.87815126 0.88235294 0.89830508],0.655555555555556,0.680555555555556,0.85272536687631,0.965346534653465,0.984848484848485,0.964646464646465,0.678756476683938,0.682291666666667,0.653645833333333,0.686648501362398,0.75,0.684895833333333,0.856997455470738,0.882599580712788,0.85272536687631
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95833333 0.95798319 0.95378151 0.95378151 0.93697479],0.502793296089386,0.539106145251397,0.820230607966457,1,1,1,0.639676113360324,0.908045977011494,0.513805597201399,0.674556213017752,0.929347826086956,0.527892303848076,0.84359325125399,0.969601677148847,0.820230607966457
svm_model_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.75862069 0.62068966 0.71428571 0.5        0.625     ],0.520833333333333,0.5625,0.728947368421053,0.785454545454545,0.76056338028169,0.792253521126761,0.549019607843137,0.56,0.519130434782609,0.487804878048781,0.434782608695652,0.557391304347826,0.719346049046322,0.694736842105263,0.728947368421053
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.87916667 0.9125     0.91176471 0.92436975 0.92016807],0.476190476190476,0.481792717086835,0.80188679245283,0.994957983193277,0.991624790619766,0.994974874371859,0.56,0.68,0.48010989010989,0.593406593406593,0.741758241758242,0.476593406593407,0.817391304347826,0.886792452830189,0.80188679245283
svm_model_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.55172414 0.5862069  0.73214286 0.66071429],0.595744680851064,0.595744680851064,0.768421052631579,0.821428571428571,0.804195804195804,0.825174825174825,0.595744680851064,0.608695652173913,0.596014492753623,0.558139534883721,0.5,0.597826086956522,0.762162162162162,0.742105263157895,0.768421052631579
ensemble_model_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.5        0.55       0.61111111 0.55555556],0.5625,0.53125,0.80625,0.978723404255319,0.958333333333333,0.979166666666667,0.461538461538462,0.666666666666667,0.594202898550725,0.482758620689655,0.466666666666667,0.527450980392157,0.791946308724832,0.819444444444444,0.807449494949495
svm_model_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.375      0.64583333 0.5625     0.65217391 0.67391304],0.597222222222222,0.583333333333333,0.713157894736842,0.789915966386555,0.796610169491525,0.788135593220339,0.591549295774648,0.6,0.597297297297297,0.615384615384615,0.648648648648649,0.581467181467181,0.718346253229974,0.731578947368421,0.713157894736842
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.92016807 0.93277311 0.89915966 0.94117647],0.49025069637883,0.49025069637883,0.79769392033543,0.983193277310924,0.983193277310924,0.983193277310924,0.543640897755611,0.598901098901099,0.488716086173713,0.524675324675325,0.570621468926554,0.491354690507233,0.804655870445344,0.833333333333333,0.79769392033543
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.95416667 0.975      0.95833333 0.9625     0.93697479],0.52112676056338,0.490140845070423,0.813417190775681,0.995822890559733,0.994991652754591,0.995826377295492,0.595238095238095,0.69060773480663,0.517717660506763,0.534704370179949,0.597701149425287,0.4922207404585,0.822532402791625,0.864779874213837,0.813417190775681
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svd,32,0,32,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.95       0.95       0.95378151 0.95798319 0.95378151],0.523809523809524,0.529411764705882,0.822851153039832,1,1,1,0.65863453815261,0.953488372093023,0.538906348208674,0.679389312977099,0.962162162162162,0.513057825267128,0.847472924187726,0.984276729559748,0.822851153039832
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,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.91666667 0.87916667 0.9125     0.93277311 0.89915966],0.558988764044944,0.466292134831461,0.812368972746331,0.990748528174937,0.98494983277592,0.990802675585284,0.60253164556962,0.672316384180791,0.559621879241234,0.536585365853659,0.614525139664804,0.465454660227883,0.820461384152457,0.857442348008386,0.812368972746331
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.8907563  0.90336134 0.88235294 0.91596639 0.88135593],0.397222222222222,0.425,0.769916142557652,0.987363100252738,0.986531986531986,0.987373737373738,0.464197530864197,0.552941176470588,0.405417956656347,0.524137931034483,0.6,0.414705882352941,0.78342377898372,0.832285115303983,0.769916142557652
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94583333 0.94117647 0.94117647 0.96218487 0.94957983],0.522346368715084,0.533519553072626,0.822851153039832,1,1,1,0.670520231213873,0.972067039106145,0.522346368715084,0.678227360308285,0.983240223463687,0.533519553072626,0.848430493273543,0.991614255765199,0.822851153039832
ensemble_model_v2_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.70833333 0.64583333 0.60869565 0.63043478],0.541666666666667,0.555555555555556,0.781578947368421,0.923728813559322,0.923728813559322,0.923728813559322,0.602409638554217,0.694444444444444,0.541666666666667,0.58974358974359,0.638888888888889,0.555555555555556,0.790931989924433,0.826315789473684,0.781578947368421
ensemble_model_N4_B0_E4_nb_zones_12_lab_svd,4,0,4,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.97902098 0.97202797 0.96153846 0.97202797],0.512605042016807,0.487394957983193,0.875262054507338,1,1,1,0.677777777777778,1,0.5,0.655367231638418,1,0.5,0.889095992544268,1,0.875262054507338
ensemble_model_v2_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.45       0.4        0.66666667 0.38888889],0.53125,0.53125,0.80625,0.989690721649485,1,0.989583333333333,0.571428571428571,0.555555555555556,0.527777777777778,0.571428571428571,0.666666666666667,0.53921568627451,0.81437125748503,0.839506172839506,0.805829035786842
ensemble_model_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.67241379 0.62068966 0.67857143 0.57142857],0.553191489361702,0.595744680851064,0.871052631578947,0.968421052631579,0.965034965034965,0.968531468531468,0.533333333333333,0.521739130434783,0.552536231884058,0.595744680851064,0.583333333333333,0.596014492753623,0.870026525198939,0.863157894736842,0.871052631578947
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.87847222 0.87762238 0.87062937 0.84965035 0.86713287],0.46218487394958,0.563025210084034,0.840146750524109,0.949759119064006,0.963687150837989,0.949022346368715,0.609756097560976,0.925925925925926,0.501424501424501,0.697674418604651,0.923076923076923,0.526353276353276,0.856470588235294,0.953878406708595,0.840146750524109
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.875      0.85833333 0.89915966 0.89495798 0.89495798],0.65266106442577,0.65266106442577,0.859014675052411,0.982630272952854,0.994974874371859,0.982412060301508,0.677083333333333,0.755813953488372,0.656285355122564,0.693069306930693,0.756756756756757,0.648727215587681,0.865297946920381,0.905660377358491,0.859014675052411
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.96638655 0.95798319 0.96218487 0.97478992 0.95378151],0.52924791086351,0.557103064066852,0.828092243186583,1,1,1,0.680529300567108,0.989010989010989,0.522754082076116,0.686390532544379,0.983050847457627,0.562953995157385,0.852650494159928,0.994758909853249,0.828092243186583
ensemble_model_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.70689655 0.67241379 0.57142857 0.55357143 0.57142857],0.520833333333333,0.520833333333333,0.863157894736842,0.978873239436619,0.978873239436619,0.978873239436619,0.530612244897959,0.541666666666667,0.520833333333333,0.51063829787234,0.5,0.520833333333333,0.863157894736842,0.863157894736842,0.863157894736842
ensemble_model_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.6875     0.66666667 0.625      0.58695652 0.65217391],0.513888888888889,0.569444444444444,0.821052631578947,0.991452991452992,0.983050847457627,0.991525423728814,0.567901234567901,0.575,0.50625,0.507936507936508,0.5,0.5625,0.82010582010582,0.81578947368421,0.821052631578947
svm_model_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.7        0.5        0.61111111 0.61111111],0.5625,0.5625,0.6,0.5,0.375,0.625,0.5625,0.428571428571429,0.623376623376623,0.222222222222222,0.153846153846154,0.497975708502024,0.475409836065574,0.353658536585366,0.606316447779862
svm_model_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.46666667 0.53333333 0.64285714 0.64285714 0.67857143],0.4375,0.583333333333333,0.6375,0.722222222222222,0.722222222222222,0.722222222222222,0.509090909090909,0.538461538461538,0.428321678321678,0.6,0.576923076923077,0.583916083916084,0.650602409638554,0.653225806451613,0.636957730812013
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.725      0.76666667 0.78571429 0.75630252 0.83613445],0.605042016806723,0.65266106442577,0.835429769392034,0.95980311730927,0.979899497487437,0.958961474036851,0.595988538681948,0.581005586592179,0.605109534869123,0.63953488372093,0.617977528089888,0.652564183039357,0.835774058577406,0.837526205450734,0.835429769392034
svm_model_N40_B80_E120_nb_zones_10_mscn_svdn,40,80,120,10, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.5        0.54166667 0.58333333 0.58333333 0.4375    ],0.571428571428571,0.5,0.710526315789474,0.814814814814815,0.825,0.8125,0.558823529411765,0.59375,0.573190789473684,0.567901234567901,0.605263157894737,0.490131578947368,0.719387755102041,0.742105263157895,0.710526315789474
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svd,4,0,4,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.94405594 0.96153846 0.94055944 0.95104895 0.96478873],0.5375,0.504166666666667,0.875262054507338,0.994389901823282,0.992997198879552,0.994397759103642,0.680115273775216,0.975206611570248,0.533821793180082,0.664788732394366,0.991596638655462,0.508195013542607,0.888157894736842,0.990566037735849,0.875262054507338
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.96153846 0.95454545 0.93356643 0.95104895 0.95454545],0.497907949790795,0.518828451882845,0.873165618448637,0.995094604064471,0.993006993006993,0.995104895104895,0.651162790697674,0.933333333333333,0.496078431372549,0.656716417910448,0.92436974789916,0.520518207282913,0.885090218423552,0.976939203354298,0.873165618448637
svm_model_N40_B0_E40_nb_zones_10_lab_svd,40,0,40,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.96638655 0.98739496 0.96218487 0.9789916  0.97478992],0.512534818941504,0.487465181058496,0.811844863731656,1,1,1,0.677716390423573,1,0.5,0.655430711610487,1,0.5,0.841640935156595,1,0.811844863731656
ensemble_model_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.3        0.45       0.55       0.5        0.72222222],0.53125,0.53125,0.8125,1,1,1,0.571428571428571,0.5,0.541666666666667,0.571428571428571,0.833333333333333,0.591666666666667,0.819277108433735,0.85,0.8125
ensemble_model_v2_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.5862069  0.65517241 0.69642857 0.58928571],0.595744680851064,0.51063829787234,0.860526315789474,0.961937716262976,0.972027972027972,0.961538461538462,0.595744680851064,0.666666666666667,0.602564102564102,0.465116279069767,0.384615384615385,0.525641025641026,0.860158311345646,0.857894736842105,0.860526315789474
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.93402778 0.94444444 0.96503497 0.96503497 0.96153846],0.472573839662447,0.527426160337553,0.870545073375262,0.992997198879552,0.98884239888424,0.99302649930265,0.641833810888252,1,0.5,0.69060773480663,1,0.5,0.884525479195886,0.991614255765199,0.870545073375262
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.78333333 0.77916667 0.81932773 0.84453782 0.79411765],0.624649859943978,0.568627450980392,0.770440251572327,0.878246753246753,0.906197654941374,0.874371859296482,0.591463414634146,0.544943820224719,0.624427217374929,0.547058823529412,0.519553072625698,0.568765300357793,0.769473684210526,0.766247379454927,0.770440251572327
ensemble_model_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.64285714 0.64285714 0.5        0.53571429],0.659574468085106,0.531914893617021,0.838983050847458,1,1,1,0.733333333333333,0.785714285714286,0.629699248120301,0.541666666666667,0.565217391304348,0.532608695652174,0.848,0.868852459016393,0.837935001438021
ensemble_model_v2_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.55172414 0.60344828 0.60344828 0.55357143 0.58928571],0.553191489361702,0.553191489361702,0.85,0.946619217081851,0.93006993006993,0.947552447552448,0.571428571428571,0.636363636363636,0.558181818181818,0.571428571428571,0.56,0.552727272727273,0.849604221635884,0.847368421052631,0.85
ensemble_model_v2_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.52083333 0.66666667 0.5625     0.47826087],0.549295774647887,0.676056338028169,0.834210526315789,0.966666666666667,0.974789915966386,0.966386554621849,0.567567567567568,0.538461538461538,0.550480769230769,0.634920634920635,0.625,0.671474358974359,0.83289124668435,0.826315789473684,0.834210526315789
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.94583333 0.90833333 0.88655462 0.92016807 0.87815126],0.585434173669468,0.568627450980392,0.829140461215933,0.979899497487437,0.979899497487437,0.979899497487437,0.486111111111111,0.391061452513966,0.58598016445923,0.446043165467626,0.348314606741573,0.568012051974138,0.814772727272727,0.751572327044025,0.829140461215933
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.92916667 0.975      0.93333333 0.95378151 0.94537815],0.51685393258427,0.48314606741573,0.803459119496855,0.983884648006785,0.96989966555184,0.984113712374582,0.681481481481482,1,0.5,0.651515151515152,1,0.5,0.833110814419226,0.981132075471698,0.803459119496855
ensemble_model_N40_B80_E120_nb_zones_10_mscn_svdn,40,80,120,10, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.58333333 0.54166667 0.5        0.60416667 0.5       ],0.5,0.485714285714286,0.813157894736842,1,1,1,0.492753623188406,0.5,0.5,0.513513513513514,0.527777777777778,0.484477124183006,0.814621409921671,0.821052631578947,0.813157894736842
ensemble_model_v2_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.5        0.55555556 0.61111111 0.66666667],0.483870967741936,0.419354838709678,0.769230769230769,0.979166666666667,1,0.978723404255319,0.5,0.533333333333333,0.485416666666667,0.5,0.5625,0.414583333333333,0.780487804878049,0.82051282051282,0.769230769230769
svm_model_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.75       0.4        0.55555556 0.55555556],0.6875,0.53125,0.84375,1,1,1,0.8,0.952380952380952,0.567099567099567,0.634146341463415,0.866666666666667,0.550980392156863,0.866310160427807,0.964285714285714,0.837406015037594
ensemble_model_v2_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.63333333 0.63333333 0.60714286 0.64285714 0.60714286],0.520833333333333,0.5625,0.75,0.887323943661972,0.875,0.888888888888889,0.581818181818182,0.615384615384615,0.512237762237762,0.618181818181818,0.708333333333333,0.5625,0.761904761904762,0.786885245901639,0.74937482634065
svm_model_N26_B87_E113_nb_zones_12_mscn_svdn,26,87,113,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.55172414 0.63793103 0.57142857 0.58928571],0.553191489361702,0.574468085106383,0.618421052631579,0.636363636363636,0.636363636363636,0.636363636363636,0.571428571428571,0.482758620689655,0.574712643678161,0.444444444444444,0.444444444444444,0.549808429118774,0.609164420485175,0.594736842105263,0.618421052631579
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svd,40,0,40,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.9625     0.94583333 0.94957983 0.94537815 0.94957983],0.518207282913165,0.481792717086835,0.812368972746331,0.999161777032691,0.998324958123953,0.999162479061976,0.682656826568266,1,0.5,0.650283553875236,1,0.5,0.841872791519434,0.99895178197065,0.812368972746331
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.95804196 0.95104895 0.95104895 0.95454545 0.95070423],0.516666666666667,0.516666666666667,0.876310272536688,0.997194950911641,0.995798319327731,0.997198879551821,0.654761904761905,0.887096774193548,0.503893214682981,0.648484848484848,0.922413793103448,0.529755283648498,0.887189292543021,0.972746331236897,0.876310272536688
svm_model_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.68965517 0.66071429 0.57142857 0.625     ],0.541666666666667,0.354166666666667,0.636842105263158,0.699646643109541,0.697183098591549,0.700704225352113,0.521739130434783,0.48,0.544347826086957,0.24390243902439,0.217391304347826,0.348695652173913,0.627027027027027,0.610526315789474,0.636842105263158
svm_model_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.6        0.57142857 0.5        0.53571429],0.666666666666667,0.708333333333333,0.795833333333333,0.868965517241379,0.875,0.868055555555556,0.652173913043478,0.576923076923077,0.674825174825175,0.730769230769231,0.791666666666667,0.708333333333333,0.79835390946502,0.795081967213115,0.79584606835232
svm_model_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.64583333 0.5875     0.63865546 0.63445378 0.61344538],0.492997198879552,0.540616246498599,0.645702306079665,0.696608615948671,0.636515912897823,0.722780569514238,0.472303206997085,0.479289940828402,0.492304544882286,0.546961325966851,0.526595744680851,0.541404381216165,0.623608017817372,0.587002096436059,0.645702306079665
ensemble_model_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.5        0.55555556 0.72222222 0.72222222],0.580645161290323,0.580645161290323,0.833333333333333,1,1,1,0.606060606060606,0.769230769230769,0.606837606837607,0.666666666666667,0.722222222222222,0.553418803418803,0.843373493975904,0.897435897435897,0.833333333333333
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.96853147 0.95104895 0.96503497 0.93356643 0.9471831 ],0.6,0.5875,0.894129979035639,0.995115143056525,0.99859943977591,0.995098039215686,0.673469387755102,0.860869565217391,0.610434782608696,0.675409836065574,0.824,0.577217391304348,0.900590551181102,0.959119496855346,0.894129979035639
ensemble_model_v2_N40_B80_E120_nb_zones_10_mscn_svdn,40,80,120, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.5        0.60416667 0.5625     0.5       ],0.450704225352113,0.591549295774648,0.821052631578947,1,1,1,0.493506493506493,0.527777777777778,0.449603174603175,0.623376623376623,0.685714285714286,0.592857142857143,0.826530612244898,0.852631578947368,0.821052631578947
svm_model_N8_B0_E8_nb_zones_12_lab_svd,8,0,8,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96853147 0.96153846 0.95454545 0.96503497 0.96830986],0.525,0.475,0.874213836477987,1,1,1,0.688524590163935,1,0.5,0.644067796610169,1,0.5,0.888268156424581,1,0.874213836477987
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.9375     0.92916667 0.95798319 0.94957983 0.94957983],0.495798319327731,0.504201680672269,0.810272536687631,0.995801847187238,0.993299832495812,0.995812395309883,0.662921348314607,1,0.5,0.670391061452514,1,0.5,0.839964633068081,0.9958071278826,0.810272536687631
ensemble_model_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.7        0.56666667 0.46428571 0.57142857 0.60714286],0.583333333333333,0.625,0.808333333333333,0.944444444444444,0.944444444444444,0.944444444444444,0.523809523809524,0.55,0.578571428571429,0.608695652173913,0.482758620689655,0.662431941923775,0.801724137931035,0.768595041322314,0.808667268560317
ensemble_model_v2_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.4        0.75       0.66666667 0.61111111],0.5,0.625,0.825,1,1,1,0.428571428571429,0.545454545454545,0.510822510822511,0.647058823529412,0.733333333333333,0.631372549019608,0.822784810126582,0.878378378378378,0.828724072910119
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.91176471 0.92016807 0.91176471 0.89495798 0.92857143],0.590529247910864,0.607242339832869,0.822327044025157,0.957250628667225,0.959663865546218,0.957142857142857,0.60377358490566,0.636363636363636,0.591405861897665,0.625994694960212,0.644808743169399,0.606495280675609,0.825347758887172,0.839622641509434,0.822327044025157
ensemble_model_N26_B87_E113_nb_zones_12_mscn_svdn,26,87,113,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.53448276 0.36206897 0.53571429 0.48214286],0.382978723404255,0.574468085106383,0.871052631578947,1,1,1,0.491228070175439,0.518518518518518,0.359259259259259,0.473684210526316,0.45,0.558333333333333,0.871391076115486,0.873684210526316,0.871052631578947
ensemble_model_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.60344828 0.5        0.53571429 0.625     ],0.5625,0.583333333333333,0.871052631578947,0.971631205673759,0.964788732394366,0.971830985915493,0.511627906976744,0.458333333333333,0.5625,0.523809523809524,0.458333333333333,0.583333333333333,0.866485013623978,0.836842105263158,0.871052631578947
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95833333 0.93697479 0.95798319 0.94957983 0.96218487],0.642458100558659,0.673184357541899,0.868972746331237,0.995808885163453,0.996644295302013,0.995805369127517,0.684729064039409,0.747311827956989,0.638190797699425,0.67945205479452,0.72093023255814,0.674981245311328,0.872708757637474,0.89832285115304,0.868972746331237
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26,10, low_bits_4, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.87083333 0.86666667 0.825      0.82916667 0.84033613],0.566197183098592,0.580281690140845,0.788784067085954,0.916247906197655,0.913188647746244,0.91652754590985,0.393700787401575,0.303030303030303,0.548883572567783,0.473498233215548,0.352631578947368,0.597527910685805,0.767186597342576,0.69601677148847,0.788784067085954
svm_model_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.6875     0.60416667 0.60869565 0.63043478],0.555555555555556,0.597222222222222,0.681578947368421,0.745762711864407,0.745762711864407,0.745762711864407,0.627906976744186,0.75,0.555555555555556,0.623376623376623,0.666666666666667,0.597222222222222,0.696741854636591,0.731578947368421,0.681578947368421
ensemble_model_v2_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.46428571 0.60714286 0.57142857 0.57142857],0.595744680851064,0.446808510638298,0.792372881355932,0.971830985915493,0.971830985915493,0.971830985915493,0.627450980392157,0.727272727272727,0.603636363636364,0.458333333333333,0.55,0.460185185185185,0.796680497925311,0.849557522123894,0.794697460248939
svm_model_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.72083333 0.76666667 0.75210084 0.78991597 0.77310924],0.495798319327731,0.512605042016807,0.70335429769392,0.812389380530973,0.768844221105528,0.822445561139029,0.476744186046512,0.473988439306358,0.495146393566223,0.494186046511628,0.46195652173913,0.514215255089218,0.688668866886689,0.656184486373166,0.70335429769392
svm_model_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.64285714 0.71428571 0.57142857 0.5        0.60714286],0.543478260869565,0.478260869565217,0.564655172413793,0.517241379310345,0.428571428571429,0.6,0.4,0.318181818181818,0.534090909090909,0.428571428571429,0.333333333333333,0.508771929824561,0.476683937823834,0.386554621848739,0.569383505614635
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.86554622 0.8487395  0.80672269 0.81512605 0.81355932],0.530555555555556,0.525,0.775681341719077,0.924914675767918,0.912457912457912,0.925925925925926,0.596658711217184,0.702247191011236,0.532442276824299,0.61744966442953,0.758241758241758,0.522379306087171,0.789990186457311,0.843815513626834,0.775681341719077
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svd,8,0,8,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95138889 0.94755245 0.94405594 0.95804196 0.95454545],0.516806722689076,0.483193277310924,0.872641509433962,0.996496145760336,0.993016759776536,0.996508379888268,0.681440443213296,1,0.5,0.651558073654391,1,0.5,0.886501634750117,0.994758909853249,0.872641509433962
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdn,26,0,26,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.80833333 0.81512605 0.84453782 0.86554622 0.82773109],0.502793296089386,0.525139664804469,0.768343815513627,0.919795221843003,0.904362416107382,0.921140939597315,0.591743119266055,0.697297297297297,0.496047492579284,0.606481481481481,0.757225433526012,0.53266677081706,0.783333333333333,0.837526205450734,0.768343815513627
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.825      0.73333333 0.82352941 0.78991597 0.74789916],0.512605042016807,0.521008403361345,0.75,0.885017421602787,0.850921273031826,0.889447236180904,0.491228070175439,0.494117647058824,0.511764705882353,0.536585365853658,0.529411764705882,0.520588235294118,0.743410435718128,0.724318658280922,0.75
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.93402778 0.97222222 0.93706294 0.96853147 0.93706294],0.468354430379747,0.531645569620253,0.872117400419287,0.995108315863033,0.99302649930265,0.995118549511855,0.637931034482759,1,0.5,0.694214876033058,1,0.5,0.88608776844071,0.994758909853249,0.872117400419287
ensemble_model_v2_N26_B87_E113_nb_zones_12_mscn_svdn,26,87,113, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.37931034 0.42857143 0.375      0.41071429],0.541666666666667,0.458333333333333,0.873684210526316,1,1,1,0.56,0.636363636363636,0.548951048951049,0.48,0.461538461538462,0.458041958041958,0.875,0.884210526315789,0.873684210526316
ensemble_model_v2_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.74137931 0.67241379 0.60714286 0.57142857 0.58928571],0.5,0.666666666666667,0.873684210526316,0.971631205673759,0.964788732394366,0.971830985915493,0.538461538461538,0.636363636363636,0.51048951048951,0.724137931034483,0.807692307692308,0.653846153846154,0.877551020408163,0.905263157894737,0.873684210526316
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.94055944 0.97202797 0.96503497 0.94405594 0.94366197],0.5,0.508333333333333,0.871593291404612,0.995101469559132,0.995798319327731,0.995098039215686,0.636363636363636,0.875,0.5,0.648809523809524,0.908333333333333,0.508333333333333,0.883054892601432,0.969601677148847,0.871593291404612
ensemble_model_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.67857143 0.64285714 0.64285714 0.5        0.60714286],0.565217391304348,0.608695652173913,0.831896551724138,0.992907801418439,1,0.992857142857143,0.62962962962963,0.62962962962963,0.551656920077973,0.666666666666667,0.666666666666667,0.596491228070176,0.843373493975904,0.846774193548387,0.830794504181601
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.70168067 0.75630252 0.71428571 0.72689076 0.71428571],0.618384401114206,0.601671309192201,0.725366876310273,0.814024390243903,0.897478991596639,0.794957983193277,0.683602771362587,0.8,0.61264367816092,0.637974683544304,0.724137931034483,0.605312208760485,0.755140186915888,0.846960167714885,0.725366876310273
ensemble_model_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.70833333 0.70833333 0.6875     0.64583333 0.5625    ],0.4,0.5,0.763157894736842,0.945606694560669,0.941666666666667,0.945833333333333,0.447368421052632,0.447368421052632,0.395559210526316,0.461538461538462,0.46875,0.497532894736842,0.763157894736842,0.763157894736842,0.763157894736842
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8,12, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.95104895 0.96153846 0.96503497 0.95104895],0.5,0.5,0.868972746331237,0.991584852734923,0.987430167597765,0.991620111731844,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.883177570093458,0.990566037735849,0.868972746331237
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.91666667 0.94117647 0.92016807 0.93697479 0.89495798],0.513966480446927,0.505586592178771,0.789308176100629,0.956447480785653,0.939597315436242,0.957214765100671,0.449367088607595,0.410404624277457,0.510607717544134,0.520325203252032,0.518918918918919,0.505124199343853,0.783405172413793,0.762054507337526,0.789308176100629
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.94117647 0.93277311 0.94537815 0.95798319 0.95762712],0.491666666666667,0.563888888888889,0.821802935010482,1,1,1,0.581235697940503,0.709497206703911,0.492870150313281,0.635730858468677,0.756906077348066,0.562810580573474,0.834630350194552,0.89937106918239,0.821802935010482
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.9125     0.90833333 0.94117647 0.87815126 0.89495798],0.529411764705882,0.521008403361345,0.80398322851153,0.970464135021097,0.963149078726968,0.970686767169179,0.590243902439024,0.68361581920904,0.530696798493409,0.571428571428571,0.633333333333333,0.520056497175141,0.812437311935807,0.849056603773585,0.80398322851153
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svd,4,0,4, zones, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.96153846 0.97202797 0.98251748 0.96853147 0.95804196],0.523012552301255,0.456066945606695,0.871593291404612,0.999301187980433,1,0.999300699300699,0.627450980392157,0.727272727272727,0.499150382327952,0.528985507246377,0.682242990654206,0.477485131690739,0.878291107799305,0.926624737945493,0.871593291404612
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdne,16,0,16,10, low_bits_4_shifted_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.88333333 0.91596639 0.92436975 0.92857143 0.89915966],0.536312849162011,0.527932960893855,0.801362683438155,0.962648556876061,0.951342281879195,0.963087248322148,0.511764705882353,0.480662983425414,0.536941661204233,0.504398826979472,0.485875706214689,0.527468239847676,0.796126949973104,0.775681341719077,0.801362683438155
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.93333333 0.925      0.89495798 0.92436975 0.94117647],0.563025210084034,0.551820728291317,0.808700209643606,0.95878889823381,0.954773869346734,0.958961474036851,0.527272727272727,0.467741935483871,0.567204301075269,0.477124183006536,0.426900584795322,0.546783625730994,0.8,0.765199161425577,0.808700209643606
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svd,32,0,32, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.99166667 0.97916667 0.93697479 0.96638655 0.9789916 ],0.543417366946779,0.50140056022409,0.821278825995807,1,1,1,0.618266978922717,0.75,0.546270718232044,0.576190476190476,0.668508287292818,0.499026870919136,0.832925036746693,0.890985324947589,0.821278825995807
svm_model_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.7        0.61111111 0.55555556 0.55555556],0.548387096774194,0.451612903225806,0.634615384615385,0.675,0.574468085106383,0.723404255319149,0.416666666666667,0.416666666666667,0.524122807017544,0.564102564102564,0.523809523809524,0.411904761904762,0.601398601398601,0.5375,0.637171052631579
ensemble_model_v2_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.66666667 0.76666667 0.5        0.5        0.60714286],0.520833333333333,0.458333333333333,0.779166666666667,0.971830985915493,0.958333333333333,0.972222222222222,0.566037735849057,0.576923076923077,0.515734265734266,0.434782608695652,0.384615384615385,0.465034965034965,0.780082987551867,0.758064516129032,0.779894327030033
svm_model_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.62068966 0.625      0.69642857 0.51785714],0.625,0.583333333333333,0.826315789473684,0.899280575539568,0.880281690140845,0.901408450704225,0.653846153846154,0.62962962962963,0.624338624338624,0.523809523809524,0.523809523809524,0.576719576719577,0.82258064516129,0.805263157894737,0.826315789473684
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.92361111 0.96180556 0.95454545 0.96153846 0.94405594],0.510548523206751,0.489451476793249,0.866352201257862,0.98744769874477,0.98744769874477,0.98744769874477,0.675977653631285,1,0.5,0.657223796033994,1,0.5,0.881118881118881,0.990566037735849,0.866352201257862
svm_model_N32_B84_E116_nb_zones_12_mscn_svdn,32,84,116,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.39655172 0.5        0.39285714 0.57142857],0.446808510638298,0.51063829787234,0.597368421052631,0.606060606060606,0.559440559440559,0.636363636363636,0.5,0.541666666666667,0.444746376811594,0.488888888888889,0.478260869565217,0.509963768115942,0.57617728531856,0.547368421052632,0.597368421052631
ensemble_model_v2_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.6875     0.52083333 0.60416667 0.52173913 0.56521739],0.486111111111111,0.541666666666667,0.781578947368421,0.945147679324894,0.949152542372881,0.944915254237288,0.493150684931507,0.545454545454545,0.490675990675991,0.602409638554217,0.641025641025641,0.532634032634033,0.788804071246819,0.81578947368421,0.781578947368421
svm_model_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.71428571 0.67857143 0.60714286 0.60714286 0.64285714],0.543478260869565,0.478260869565217,0.672413793103448,0.763358778625954,0.714285714285714,0.778571428571429,0.533333333333333,0.571428571428571,0.545714285714286,0.478260869565217,0.5,0.479166666666667,0.657657657657658,0.646017699115044,0.671748345355841
ensemble_model_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.75       0.5        0.55555556 0.44444444 0.77777778],0.548387096774194,0.580645161290323,0.826923076923077,1,1,1,0.533333333333333,0.5,0.55,0.580645161290323,0.529411764705882,0.586134453781513,0.825806451612903,0.8,0.827631578947368
svm_model_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.68421053 0.57894737 0.5        0.61111111],0.629032258064516,0.612903225806452,0.608974358974359,0.468085106382979,0.351063829787234,0.601063829787234,0.530612244897959,0.433333333333333,0.622916666666667,0.4,0.307692307692308,0.570512820512821,0.469565217391304,0.36,0.599753086419753
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,1434,478,478,0.6,0.2,0.2, [0.94444444 0.94791667 0.95104895 0.96153846 0.96153846],0.481012658227848,0.49789029535865,0.868972746331237,0.994413407821229,0.99302649930265,0.99442119944212,0.549450549450549,0.675675675675676,0.492599742599743,0.588235294117647,0.674603174603175,0.485950235950236,0.874623871614844,0.914046121593291,0.868972746331237
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93277311 0.95798319 0.94117647 0.95378151 0.94957983],0.534818941504178,0.52924791086351,0.821802935010482,0.996632996632997,0.994957983193277,0.996638655462185,0.649895178197065,0.833333333333333,0.523603082851638,0.638115631691649,0.861271676300578,0.54085089191373,0.840525328330206,0.939203354297694,0.821802935010482
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.90416667 0.90833333 0.91666667 0.90756303 0.88235294],0.623595505617977,0.657303370786517,0.85167714884696,0.977850697292863,0.996655518394649,0.977424749163879,0.635869565217391,0.635869565217391,0.62316734074823,0.67379679144385,0.732558139534884,0.659757330637007,0.855685874553799,0.879454926624738,0.85167714884696
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.95104895 0.94055944 0.93356643 0.96853147 0.95070423],0.466666666666667,0.429166666666667,0.856918238993711,0.99438202247191,0.991596638655462,0.994397759103642,0.507692307692308,0.605504587155963,0.478324812661951,0.505415162454874,0.534351145038168,0.418551719308075,0.860785313615502,0.884696016771489,0.856918238993711
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.775      0.80672269 0.81092437 0.78991597 0.7394958 ],0.625698324022346,0.636871508379888,0.75314465408805,0.844243792325056,0.941275167785235,0.826342281879195,0.651041666666667,0.69060773480663,0.624964884352468,0.659685863874346,0.711864406779661,0.637700159190935,0.775178997613365,0.851153039832285,0.75314465408805
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40,10, low_bits_3, svd,1200,400,400,0.6,0.2,0.2, [0.975      0.9125     0.95       0.925      0.97083333],0.61864406779661,0.610169491525424,0.85377358490566,0.995016611295681,0.998333333333333,0.995,0.700665188470067,0.854054054054054,0.607500399808092,0.686363636363636,0.893491124260355,0.622421237805853,0.866825775656325,0.951781970649895,0.85377358490566
ensemble_model_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.46551724 0.62068966 0.625      0.55357143],0.468085106382979,0.680851063829787,0.889473684210526,0.992957746478873,0.986013986013986,0.993006993006993,0.468085106382979,0.611111111111111,0.495210727969349,0.745762711864407,0.758620689655172,0.657088122605364,0.892307692307692,0.91578947368421,0.889473684210526
ensemble_model_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.64285714 0.60714286 0.71428571 0.39285714 0.57142857],0.5,0.543478260869565,0.78448275862069,0.956521739130435,0.942857142857143,0.957142857142857,0.581818181818182,0.571428571428571,0.48015873015873,0.487804878048781,0.555555555555556,0.545634920634921,0.786324786324786,0.793103448275862,0.78448275862069
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.95454545 0.92657343 0.95804196 0.94755245 0.96478873],0.4375,0.420833333333333,0.85167714884696,0.993657505285412,0.987394957983193,0.993697478991597,0.589665653495441,0.782258064516129,0.425611790878754,0.564263322884013,0.775862068965517,0.432285873192436,0.863086598935655,0.935010482180294,0.85167714884696
ensemble_model_v2_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.65       0.5        0.61111111 0.61111111],0.59375,0.6875,0.8375,0.969072164948454,0.979166666666667,0.96875,0.682926829268293,0.7,0.558333333333333,0.545454545454545,0.545454545454545,0.653679653679654,0.8375,0.848101265822785,0.837630879824972
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.87412587 0.87762238 0.85314685 0.87762238 0.89160839],0.598326359832636,0.585774058577406,0.865303983228511,0.957650273224044,0.98041958041958,0.956643356643357,0.609756097560976,0.641025641025641,0.599201345102984,0.589211618257261,0.581967213114754,0.585855401429172,0.868272680676576,0.887840670859539,0.865303983228511
ensemble_model_N32_B84_E116_nb_zones_12_mscn_svdn,32,84,116,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.5862069  0.375      0.42857143 0.53571429],0.520833333333333,0.5,0.876315789473684,1,1,1,0.549019607843137,0.518518518518518,0.521164021164021,0.538461538461538,0.666666666666667,0.518518518518518,0.878552971576227,0.894736842105263,0.876315789473684
ensemble_model_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.625      0.55263158 0.55263158 0.52631579 0.42105263],0.546875,0.5,0.778125,0.948453608247423,0.958333333333333,0.947916666666667,0.567164179104478,0.633333333333333,0.551960784313725,0.448275862068966,0.433333333333333,0.496078431372549,0.77742946708464,0.794871794871795,0.778533458411507
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.97058824 0.95378151 0.94537815 0.94957983 0.94537815],0.512534818941504,0.504178272980501,0.814989517819707,1,1,1,0.576271186440678,0.668539325842697,0.513827673971072,0.595454545454545,0.723756906077348,0.502327891240921,0.827214880078316,0.885744234800839,0.814989517819707
svm_model_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.5862069  0.5        0.60714286 0.5       ],0.723404255319149,0.574468085106383,0.786842105263158,0.815384615384616,0.741258741258741,0.832167832167832,0.73469387755102,0.75,0.722826086956522,0.565217391304348,0.565217391304348,0.57427536231884,0.771830985915493,0.721052631578947,0.786842105263158
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.88194444 0.89930556 0.88461538 0.88461538 0.86013986],0.540084388185654,0.510548523206751,0.822327044025157,0.922131147540984,0.941422594142259,0.920502092050209,0.625429553264605,0.745901639344262,0.533820384889522,0.591549295774648,0.730434782608696,0.516856735566643,0.833742030407062,0.890985324947589,0.822327044025157
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.96666667 0.9625     0.95416667 0.98333333 0.9125    ],0.525423728813559,0.497175141242938,0.818658280922432,1,1,1,0.575757575757576,0.655172413793103,0.527586206896552,0.526595744680851,0.55,0.496264367816092,0.824543610547667,0.852201257861635,0.818658280922432
ensemble_model_v2_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.75       0.64285714 0.64285714 0.67857143],0.553191489361702,0.446808510638298,0.775423728813559,0.956521739130435,0.929577464788732,0.95774647887324,0.571428571428571,0.7,0.572222222222222,0.434782608695652,0.434782608695652,0.446557971014493,0.772532188841202,0.789473684210526,0.77588438308887
svm_model_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.3        0.57142857 0.42857143 0.53571429 0.60714286],0.617021276595745,0.574468085106383,0.76271186440678,0.875,0.887323943661972,0.873239436619718,0.689655172413793,0.666666666666667,0.598039215686274,0.642857142857143,0.75,0.570652173913043,0.782945736434108,0.808,0.759855855855856
ensemble_model_v2_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.47368421 0.55263158 0.60526316 0.55263158 0.5       ],0.516129032258065,0.516129032258065,0.775641025641026,0.947368421052632,0.957446808510638,0.946808510638298,0.444444444444444,0.461538461538462,0.508547008547009,0.516129032258065,0.432432432432432,0.536216216216216,0.771241830065359,0.751592356687898,0.775796178343949
ensemble_model_v2_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113, zones, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.63793103 0.56896552 0.67241379 0.68965517 0.64285714],0.5,0.456521739130435,0.831578947368421,0.944444444444444,0.944444444444444,0.944444444444444,0.51063829787234,0.545454545454545,0.501893939393939,0.509803921568627,0.541666666666667,0.452651515151515,0.83419689119171,0.847368421052631,0.831578947368421
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.95138889 0.95486111 0.96853147 0.95104895 0.95804196],0.523206751054852,0.569620253164557,0.883123689727463,0.994413407821229,0.99302649930265,0.99442119944212,0.549800796812749,0.584745762711864,0.523465318330722,0.581967213114754,0.596638655462185,0.569505768409059,0.884276076803321,0.893081761006289,0.883123689727463
ensemble_model_v2_N32_B84_E116_nb_zones_12_mscn_svdn,32,84,116, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.43103448 0.44642857 0.39285714 0.48214286],0.625,0.375,0.873684210526316,1,1,1,0.55,0.55,0.614285714285714,0.347826086956522,0.285714285714286,0.392857142857143,0.87027027027027,0.847368421052631,0.873684210526316
svm_model_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.76315789 0.81578947 0.57894737 0.71052632 0.52631579],0.507936507936508,0.53968253968254,0.655063291139241,0.740740740740741,0.736842105263158,0.742105263157895,0.537313432835821,0.692307692307692,0.535343035343035,0.623376623376623,0.648648648648649,0.516632016632017,0.672672672672673,0.708860759493671,0.65506329113924
ensemble_model_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.56666667 0.57142857 0.67857143 0.64285714],0.645833333333333,0.583333333333333,0.833333333333333,0.978723404255319,0.958333333333333,0.979166666666667,0.564102564102564,0.44,0.654782608695652,0.523809523809524,0.458333333333333,0.583333333333333,0.81981981981982,0.752066115702479,0.834016251128551
ensemble_model_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.67241379 0.58928571 0.64285714 0.60714286],0.541666666666667,0.604166666666667,0.863157894736842,0.96140350877193,0.964788732394366,0.961267605633803,0.56,0.608695652173913,0.544347826086957,0.577777777777778,0.52,0.607826086956522,0.863157894736842,0.863157894736842,0.863157894736842
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.84033613 0.81092437 0.82773109 0.83613445 0.79661017],0.577777777777778,0.619444444444444,0.834905660377359,0.978405315614618,0.991582491582492,0.978114478114478,0.612244897959184,0.638297872340426,0.574962889658585,0.642297650130548,0.715116279069768,0.623515586343394,0.840828701364326,0.872117400419287,0.834905660377359
svm_model_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.7        0.6        0.7        0.88888889 0.77777778],0.53125,0.59375,0.775,0.92,0.958333333333333,0.916666666666667,0.571428571428571,0.625,0.53125,0.666666666666667,0.68421052631579,0.572874493927126,0.793103448275862,0.831325301204819,0.772805507745267
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.97478992 0.96218487 0.96218487 0.93277311 0.94067797],0.552777777777778,0.541666666666667,0.828092243186583,0.998316498316498,0.998316498316498,0.998316498316498,0.669404517453799,0.867021276595745,0.53816180108857,0.654088050314465,0.906976744186046,0.557211776348342,0.847583643122677,0.955974842767296,0.828092243186583
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.93402778 0.94791667 0.95104895 0.94405594 0.91958042],0.624472573839662,0.611814345991561,0.899895178197065,0.993036211699164,0.99442119944212,0.99302649930265,0.624472573839662,0.632478632478632,0.62457264957265,0.606837606837607,0.591666666666667,0.61207264957265,0.899842684845307,0.89937106918239,0.899895178197065
ensemble_model_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.5        0.63157895 0.55263158 0.76315789],0.650793650793651,0.53968253968254,0.794303797468354,0.924731182795699,0.905263157894737,0.926315789473684,0.685714285714286,0.685714285714286,0.646428571428572,0.472727272727273,0.464285714285714,0.532142857142857,0.790996784565917,0.778481012658228,0.794303797468354
ensemble_model_v2_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.6        0.57142857 0.57142857 0.75      ],0.625,0.541666666666667,0.833333333333333,1,1,1,0.55,0.733333333333333,0.654545454545455,0.476190476190476,0.434782608695652,0.537391304347826,0.823008849557522,0.845454545454545,0.834265734265734
ensemble_model_N8_B0_E8_nb_zones_12_lab_svd,8,0,8,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.95804196 0.97202797 0.97902098 0.97202797],0.510460251046025,0.489539748953975,0.874737945492663,1,1,1,0.67590027700831,1,0.5,0.657303370786517,1,0.5,0.888681881695389,1,0.874737945492663
ensemble_model_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.45       0.55       0.45       0.55555556 0.61111111],0.375,0.6875,0.80625,0.989473684210526,0.979166666666667,0.989583333333333,0.375,0.428571428571429,0.380952380952381,0.736842105263158,0.736842105263158,0.676113360323887,0.812121212121212,0.82716049382716,0.805985310204719
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.92436975 0.89915966 0.90756303 0.88655462 0.94491525],0.586111111111111,0.644444444444444,0.84748427672956,0.988274706867672,0.993265993265993,0.988215488215488,0.547112462006079,0.532544378698225,0.583026116050683,0.619047619047619,0.544502617801047,0.650949533752595,0.843464228079613,0.821802935010482,0.84748427672956
svm_model_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.55172414 0.67857143 0.58928571 0.71428571],0.583333333333333,0.520833333333333,0.707894736842105,0.748148148148148,0.711267605633803,0.76056338028169,0.6,0.6,0.582608695652174,0.51063829787234,0.521739130434783,0.520869565217391,0.697547683923706,0.673684210526316,0.707894736842105
ensemble_model_N40_B0_E40_nb_zones_10_lab_svd,40,0,40,10, lab, svd,1200,400,400,0.6,0.2,0.2, [0.99166667 0.93333333 0.98333333 0.98333333 0.95833333],0.494350282485876,0.576271186440678,0.827568134171908,1,1,1,0.630927835051546,0.916167664670659,0.516907361747094,0.69758064516129,0.925133689839572,0.555381216177271,0.8491517652453,0.970649895178197,0.827568134171908
ensemble_model_v2_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.5862069  0.53571429 0.57142857 0.625     ],0.541666666666667,0.5625,0.873684210526316,0.98220640569395,0.971830985915493,0.982394366197183,0.521739130434783,0.571428571428571,0.544973544973545,0.60377358490566,0.592592592592593,0.558201058201058,0.873684210526316,0.873684210526316,0.873684210526316
ensemble_model_v2_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.625      0.65789474 0.44736842 0.52631579 0.60526316],0.53125,0.53125,0.796875,0.973544973544974,0.958333333333333,0.973958333333333,0.545454545454546,0.514285714285714,0.533004926108374,0.545454545454545,0.5,0.535714285714286,0.797507788161994,0.766467065868264,0.798266212672694
ensemble_model_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.97058824 0.93697479 0.97058824 0.91176471 0.94067797],0.511111111111111,0.530555555555556,0.818134171907757,0.99831365935919,0.996632996632997,0.998316498316498,0.473053892215569,0.456647398843931,0.50907236252357,0.546916890080429,0.545454545454545,0.529952706253284,0.816693079767565,0.810272536687631,0.818134171907757
ensemble_model_v2_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.65       0.61111111 0.66666667 0.66666667],0.516129032258065,0.451612903225806,0.794871794871795,1,1,1,0.545454545454546,0.5625,0.514583333333333,0.451612903225806,0.4375,0.452083333333333,0.79746835443038,0.79746835443038,0.794838073319086
svm_model_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.63157895 0.71052632 0.65789474 0.68421053],0.587301587301587,0.476190476190476,0.636075949367089,0.730769230769231,0.8,0.705263157894737,0.617647058823529,0.7,0.592424242424242,0.492307692307692,0.516129032258065,0.476814516129032,0.662756598240469,0.724358974358974,0.637179487179487
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.90336134 0.87815126 0.92436975 0.91176471 0.90254237],0.644444444444444,0.663888888888889,0.850104821802935,0.969497114591921,0.98989898989899,0.968855218855219,0.619047619047619,0.594285714285714,0.643088803088803,0.651296829971181,0.610810810810811,0.665405405405405,0.84915611814346,0.843815513626834,0.850104821802935
ensemble_model_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95833333 0.95798319 0.95378151 0.95378151 0.96218487],0.511173184357542,0.480446927374302,0.809748427672956,0.998322147651007,0.998322147651007,0.998322147651007,0.495677233429395,0.5,0.510752688172043,0.510526315789474,0.521505376344086,0.478775943985997,0.810838978634706,0.815513626834382,0.809748427672956
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.97083333 0.95833333 0.94537815 0.97058824 0.94117647],0.568627450980392,0.509803921568627,0.827568134171908,1,1,1,0.676470588235294,0.856382978723404,0.552451844391288,0.611973392461197,0.816568047337278,0.525305300264384,0.844884488448845,0.939203354297694,0.827568134171908
ensemble_model_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116,12, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.63793103 0.55172414 0.60344828 0.56896552 0.66071429],0.5,0.521739130434783,0.86578947368421,0.979166666666667,0.979166666666667,0.979166666666666,0.549019607843137,0.583333333333333,0.496212121212121,0.56,0.636363636363636,0.526515151515151,0.868894601542416,0.889473684210526,0.86578947368421
svm_model_N26_B137_E163_nb_zones_4_mscn_svdn,26,137,163,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.65       0.4        0.6        0.44444444 0.5       ],0.53125,0.625,0.8,0.948453608247423,0.958333333333333,0.947916666666667,0.482758620689655,0.388888888888889,0.551587301587302,0.625,0.526315789473684,0.647773279352227,0.79746835443038,0.741176470588235,0.803921568627451
ensemble_model_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.57894737 0.55263158 0.52631579 0.55263158],0.507936507936508,0.53968253968254,0.810126582278481,1,1,1,0.537313432835821,0.580645161290323,0.509072580645161,0.491228070175439,0.466666666666667,0.536363636363636,0.808917197452229,0.814102564102564,0.810176282051282
svm_model_N40_B80_E120_nb_zones_12_mscn_svdn,40,80,120,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.48275862 0.46428571 0.57142857 0.53571429],0.479166666666667,0.541666666666667,0.876315789473684,1,1,1,0.468085106382979,0.5,0.480769230769231,0.592592592592593,0.615384615384615,0.534965034965035,0.877922077922078,0.889473684210526,0.876315789473684
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svd,8,0,8,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.96153846 0.96153846 0.95104895 0.95454545],0.516806722689076,0.483193277310924,0.874737945492663,0.999301187980433,0.998603351955307,0.999301675977654,0.681440443213296,1,0.5,0.651558073654391,1,0.5,0.888578088578089,0.99895178197065,0.874737945492662
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svd,40,0,40,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95       0.95798319 0.95378151 0.96638655 0.92436975],0.486033519553073,0.502793296089386,0.808700209643606,0.997476871320437,0.99496644295302,0.99748322147651,0.652830188679245,0.961111111111111,0.4833645443196,0.664150943396226,0.98876404494382,0.505493133583021,0.837705646954202,0.987421383647799,0.808700209643606
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.88655462 0.89915966 0.91596639 0.89495798 0.90336134],0.493036211699164,0.50974930362117,0.806079664570231,0.98993288590604,0.991596638655462,0.989915966386555,0.523560209424084,0.543478260869565,0.491739130434783,0.511111111111111,0.525714285714286,0.510139751552795,0.808686659772492,0.819706498951782,0.806079664570231
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8,12, low_bits_6, svd,1440,480,480,0.6,0.2,0.2, [0.94791667 0.93055556 0.94444444 0.97222222 0.93402778],0.482905982905983,0.517094017094017,0.877358490566038,1,1,1,0.651296829971181,1,0.5,0.681690140845071,1,0.5,0.890756302521008,1,0.877358490566038
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16,10, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95       0.90416667 0.9375     0.94537815 0.95798319],0.51685393258427,0.533707865168539,0.816561844863732,0.989949748743718,0.988294314381271,0.989966555183946,0.448717948717949,0.406976744186047,0.513270980788676,0.461038961038961,0.385869565217391,0.538865015166835,0.807056229327453,0.767295597484277,0.816561844863732
svm_model_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.53333333 0.5        0.60714286 0.57142857 0.57142857],0.375,0.5625,0.608333333333333,0.661417322834646,0.583333333333333,0.701388888888889,0.318181818181818,0.318181818181818,0.370629370629371,0.432432432432432,0.363636363636364,0.547202797202797,0.548076923076923,0.491379310344828,0.604560622914349
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16,10, low_bits_4, svdne,1200,400,400,0.6,0.2,0.2, [0.96666667 0.96666667 0.92916667 0.9375     0.92916667],0.567796610169492,0.525423728813559,0.830188679245283,0.997497914929108,0.996666666666667,0.9975,0.616541353383459,0.679558011049724,0.565212531536423,0.571428571428571,0.647398843930636,0.52811931146808,0.837185929648241,0.873165618448637,0.830188679245283
ensemble_model_N26_B137_E163_nb_zones_4_mscn_svdn,26,137,163,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.3        0.27777778 0.44444444 0.38888889],0.419354838709678,0.451612903225806,0.775641025641026,1,1,1,0.470588235294118,0.470588235294118,0.413865546218487,0.54054054054054,0.5,0.431818181818182,0.787878787878788,0.773809523809524,0.775793650793651
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.78571429 0.79411765 0.82352941 0.81092437 0.80508475],0.580555555555556,0.6,0.774633123689728,0.887406171809841,0.895622895622896,0.886363636363636,0.557184750733138,0.545977011494253,0.579440118650352,0.57396449704142,0.521505376344086,0.602706711160549,0.771033013844515,0.758909853249476,0.774633123689728
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.96527778 0.95138889 0.95454545 0.95804196 0.96853147],0.654008438818565,0.590717299578059,0.906184486373166,1,1,1,0.719178082191781,0.882352941176471,0.653040877367896,0.677740863787375,0.864406779661017,0.591867255376727,0.911692155895412,0.968553459119497,0.906184486373166
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.96180556 0.94791667 0.96153846 0.94755245 0.94055944],0.514767932489452,0.472573839662447,0.870545073375262,0.995121951219512,0.99581589958159,0.995118549511855,0.67966573816156,0.991869918699187,0.495934959349593,0.641833810888252,0.982456140350877,0.491228070175439,0.884741017265516,0.993710691823899,0.870545073375262
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdne,16,0,16,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94957983 0.92436975 0.94117647 0.93697479 0.95378151],0.559888579387187,0.493036211699164,0.818134171907757,0.994122586062133,0.994957983193277,0.994117647058824,0.518292682926829,0.477528089887641,0.559206033894096,0.477011494252874,0.458563535911602,0.493326711776026,0.814140332083557,0.79664570230608,0.818134171907757
ensemble_model_v2_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.39473684 0.52631579 0.60526316 0.47368421 0.60526316],0.587301587301587,0.587301587301587,0.806962025316456,0.952879581151832,0.957894736842105,0.952631578947368,0.580645161290323,0.529411764705882,0.592292089249493,0.59375,0.633333333333333,0.589393939393939,0.807570977917981,0.80503144654088,0.806974321996555
svm_model_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.45804196 0.43006993 0.46853147 0.47902098 0.52464789],0.475,0.529166666666667,0.501572327044025,0.387263339070568,0.315126050420168,0.50140056022409,0.363636363636364,0.288,0.483130434782609,0.408376963350785,0.339130434782609,0.521565217391304,0.386847195357834,0.314465408805031,0.501572327044025
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.90416667 0.94166667 0.94957983 0.92857143 0.94957983],0.470588235294118,0.512605042016807,0.805555555555556,0.993299832495812,0.993299832495812,0.993299832495812,0.490566037735849,0.491891891891892,0.469783155248271,0.532258064516129,0.575581395348837,0.514817724701446,0.808466701084151,0.820754716981132,0.805555555555556
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9375     0.94117647 0.92436975 0.95798319 0.95798319],0.511173184357542,0.553072625698324,0.823899371069182,0.999161777032691,1,0.999161073825503,0.649298597194389,0.925714285714286,0.520234192037471,0.686274509803922,0.956284153005464,0.543856362217018,0.847411444141689,0.977987421383648,0.823899371069182
ensemble_model_v2_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.46551724 0.65517241 0.57142857 0.58928571],0.48936170212766,0.659574468085106,0.868421052631579,0.965034965034965,0.965034965034965,0.965034965034965,0.52,0.5,0.488095238095238,0.636363636363636,0.666666666666667,0.66025641025641,0.868421052631579,0.868421052631579,0.868421052631579
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.86666667 0.8375     0.88655462 0.8697479  0.92436975],0.518207282913165,0.557422969187675,0.816037735849057,0.982367758186398,0.979899497487437,0.982412060301508,0.57,0.666666666666667,0.524193548387097,0.603015075376884,0.645161290322581,0.553574797208074,0.823529411764706,0.858490566037736,0.816037735849057
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdn,26,0,26,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.86554622 0.8697479  0.86134454 0.92016807 0.89830508],0.522222222222222,0.516666666666667,0.811320754716981,0.988235294117647,0.98989898989899,0.988215488215488,0.563451776649746,0.652941176470588,0.529102167182663,0.587677725118483,0.652631578947368,0.508668730650155,0.820538384845464,0.862683438155136,0.811320754716981
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.9125     0.87916667 0.89495798 0.88655462 0.88655462],0.492997198879552,0.549019607843137,0.814465408805031,0.989949748743718,0.989949748743718,0.989949748743718,0.514745308310992,0.518918918918919,0.492017598994343,0.543909348441926,0.558139534883721,0.549340037712131,0.815625,0.820754716981132,0.814465408805031
ensemble_model_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.46428571 0.57142857 0.60714286 0.60714286 0.53571429],0.543478260869565,0.434782608695652,0.78448275862069,0.978102189781022,0.957142857142857,0.978571428571429,0.533333333333333,0.48,0.54952380952381,0.380952380952381,0.421052631578947,0.432748538011696,0.776785714285714,0.763157894736842,0.784121320249777
ensemble_model_N40_B80_E120_nb_zones_12_mscn_svdn,40,80,120,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.65517241 0.46551724 0.41071429 0.55357143],0.48936170212766,0.531914893617021,0.878947368421053,1,1,1,0.586206896551724,0.548387096774194,0.461693548387097,0.421052631578947,0.5,0.524193548387097,0.879581151832461,0.884210526315789,0.878947368421053
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26,10, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.78333333 0.71428571 0.73109244 0.78991597 0.80252101],0.575418994413408,0.578212290502793,0.809224318658281,0.950204081632653,0.976510067114094,0.948825503355705,0.580110497237569,0.589887640449438,0.575499375780275,0.57703081232493,0.572222222222222,0.578245942571785,0.81275720164609,0.828092243186583,0.809224318658281
svm_model_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.55263158 0.5        0.68421053 0.55263158],0.555555555555556,0.523809523809524,0.594936708860759,0.619565217391304,0.6,0.631578947368421,0.548387096774194,0.5,0.560344827586207,0.516129032258065,0.533333333333333,0.524242424242424,0.584415584415584,0.566037735849057,0.595120778752554
ensemble_model_v2_N26_B137_E163_nb_zones_4_mscn_svdn,26,137,163, zones, mscn, svdn,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.4        0.44444444 0.38888889 0.27777778 0.38888889],0.5,0.366666666666667,0.776315789473684,1,1,1,0.444444444444444,0.428571428571429,0.495535714285714,0.387096774193548,0.375,0.366071428571429,0.773333333333333,0.763157894736842,0.776315789473684
svm_model_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.54166667 0.64583333 0.58333333 0.65217391],0.450704225352113,0.577464788732394,0.655263157894737,0.75968992248062,0.823529411764706,0.739495798319328,0.551724137931034,0.648648648648649,0.441971383147854,0.659090909090909,0.852941176470588,0.588632750397456,0.697459584295612,0.794736842105263,0.655263157894737
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.95804196 0.94755245 0.96153846 0.95804196 0.95804196],0.481171548117155,0.518828451882845,0.870545073375262,0.994397759103642,0.993006993006993,0.994405594405594,0.645714285714286,0.991228070175439,0.503614035087719,0.683195592286501,0.992,0.496,0.884633348902382,0.992662473794549,0.870545073375262
svm_model_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.7        0.7        0.6        0.44444444 0.55555556],0.4375,0.53125,0.73125,0.895833333333333,0.895833333333333,0.895833333333333,0.470588235294118,0.533333333333333,0.443137254901961,0.615384615384615,0.6,0.508333333333333,0.745562130177515,0.759036144578313,0.730167422938507
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.80416667 0.78333333 0.80416667 0.85416667 0.77731092],0.650704225352113,0.583098591549296,0.843815513626834,0.978512396694215,0.988313856427379,0.978297161936561,0.566433566433566,0.490909090909091,0.640191387559809,0.551515151515152,0.478947368421053,0.590988835725678,0.836801752464403,0.80083857442348,0.843815513626834
svm_model_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.75       0.61111111 0.77777778 0.77777778],0.709677419354839,0.451612903225806,0.705128205128205,0.782608695652174,0.765957446808511,0.787234042553192,0.709677419354839,0.733333333333333,0.710416666666667,0.484848484848485,0.4,0.472727272727273,0.705128205128205,0.670731707317073,0.706987475280158
ensemble_model_v2_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.5        0.53571429 0.5        0.60714286],0.630434782608696,0.565217391304348,0.814655172413793,0.955223880597015,0.914285714285714,0.957142857142857,0.653061224489796,0.666666666666667,0.628787878787879,0.565217391304348,0.52,0.56952380952381,0.812227074235808,0.781512605042017,0.815535063582955
ensemble_model_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.5        0.55263158 0.60526316 0.69444444],0.580645161290323,0.612903225806452,0.823717948717949,0.972972972972973,0.957446808510638,0.973404255319149,0.606060606060606,0.666666666666667,0.583333333333333,0.657142857142857,0.766666666666667,0.617708333333333,0.828660436137072,0.863636363636364,0.824223245109321
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.47552448 0.48951049 0.48601399 0.51760563],0.454166666666667,0.545833333333333,0.505241090146751,0.557232704402516,0.620448179271709,0.507002801120448,0.533807829181495,0.641025641025641,0.458724202626642,0.622837370242215,0.731707317073171,0.54106733375026,0.562962962962963,0.637316561844864,0.50524109014675
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdn,4,0,4,12, low_bits_4_shifted_2, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.52430556 0.51388889 0.49305556 0.47222222 0.46503497],0.514893617021277,0.493617021276596,0.507861635220126,0.519073569482289,0.52990264255911,0.50904033379694,0.4,0.339285714285714,0.507041231126597,0.395939086294416,0.317073170731707,0.502286585365854,0.493800539083558,0.480083857442348,0.507861635220126
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.5        0.48601399 0.51748252 0.48251748 0.47202797],0.542016806722689,0.457983193277311,0.509958071278826,0.649924660974385,0.903631284916201,0.513268156424581,0.670694864048338,0.874015748031496,0.518088955096829,0.60061919504644,0.873873873873874,0.484181031425126,0.646502835538752,0.896226415094339,0.509958071278826
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.85416667 0.82083333 0.85416667 0.8487395  0.89915966],0.508426966292135,0.51123595505618,0.783542976939203,0.945945945945946,0.936454849498328,0.946488294314381,0.56140350877193,0.632768361581921,0.509121610958558,0.581730769230769,0.675977653631285,0.510305210996433,0.793396698349175,0.831236897274633,0.783542976939203
ensemble_model_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.65       0.77777778 0.66666667 0.61111111],0.516129032258065,0.451612903225806,0.788461538461538,0.989247311827957,0.978723404255319,0.98936170212766,0.615384615384615,0.666666666666667,0.487179487179487,0.54054054054054,0.555555555555556,0.431623931623932,0.804733727810651,0.819277108433735,0.786350882983991
ensemble_model_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.625      0.5        0.65217391 0.56521739],0.569444444444444,0.527777777777778,0.813157894736842,0.974137931034483,0.957627118644068,0.974576271186441,0.474576271186441,0.482758620689655,0.555332798716921,0.552631578947368,0.488372093023256,0.53728949478749,0.806539509536785,0.778947368421053,0.813157894736842
ensemble_model_v2_N40_B80_E120_nb_zones_12_mscn_svdn,40,80,120, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.37931034 0.53448276 0.51785714 0.46428571 0.53571429],0.708333333333333,0.520833333333333,0.902631578947368,1,1,1,0.681818181818182,0.681818181818182,0.706293706293706,0.465116279069767,0.384615384615385,0.533216783216783,0.900269541778976,0.878947368421053,0.902631578947368
svm_model_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32,10, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.66666667 0.69166667 0.65       0.71008403 0.70168067],0.460674157303371,0.547752808988764,0.672431865828092,0.746741154562384,0.67056856187291,0.77257525083612,0.492063492063492,0.497326203208556,0.458722273201911,0.556473829201102,0.597633136094675,0.550153466443059,0.65564738292011,0.623689727463312,0.672431865828092
ensemble_model_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.95       0.44444444 0.55555556],0.5625,0.40625,0.79375,1,1,1,0.533333333333333,0.533333333333333,0.56078431372549,0.344827586206897,0.454545454545455,0.417748917748918,0.787096774193548,0.824324324324324,0.79588309239472
svm_model_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.57894737 0.57894737 0.55263158 0.68421053],0.523809523809524,0.571428571428571,0.693037974683544,0.795918367346939,0.821052631578947,0.789473684210526,0.545454545454545,0.6,0.527272727272727,0.619718309859155,0.785714285714286,0.592857142857143,0.708708708708709,0.77124183006536,0.695436865952925
ensemble_model_v2_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.68421053 0.47368421 0.55263158 0.69444444],0.548387096774194,0.596774193548387,0.814102564102564,0.972972972972973,0.957446808510638,0.973404255319149,0.533333333333333,0.571428571428571,0.550420168067227,0.675324675324675,0.764705882352941,0.578781512605042,0.819875776397515,0.846153846153846,0.814102564102564
ensemble_model_v2_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.4        0.55555556 0.44444444 0.44444444],0.580645161290323,0.483870967741936,0.814102564102564,1,1,1,0.518518518518519,0.583333333333333,0.581140350877193,0.529411764705882,0.692307692307692,0.512820512820513,0.812903225806452,0.875,0.818452380952381
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.89583333 0.86713287 0.87062937 0.88111888 0.85314685],0.605042016806723,0.626050420168067,0.874737945492663,0.961643835616438,0.980446927374302,0.960893854748603,0.614754098360656,0.688073394495413,0.611478557712823,0.666666666666667,0.689922480620155,0.620190598108243,0.878741755454084,0.907756813417191,0.874737945492662
ensemble_model_v2_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.5625     0.70833333 0.58695652 0.5       ],0.611111111111111,0.5,0.781578947368421,0.921161825726141,0.940677966101695,0.919491525423729,0.641025641025641,0.735294117647059,0.617647058823529,0.560975609756097,0.605263157894737,0.493808049535604,0.793017456359102,0.836842105263158,0.781578947368421
ensemble_model_v2_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.6        0.61111111 0.5       ],0.59375,0.46875,0.8,0.979166666666667,0.979166666666667,0.979166666666666,0.551724137931034,0.533333333333333,0.590196078431372,0.413793103448276,0.545454545454545,0.487012987012987,0.792207792207792,0.824324324324324,0.801697045883092
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.78333333 0.71666667 0.775      0.74369748 0.73529412],0.617977528089888,0.620786516853933,0.743186582809224,0.829306313328137,0.889632107023411,0.816889632107023,0.64021164021164,0.675977653631285,0.617649843764795,0.63013698630137,0.649717514124294,0.620948142537007,0.758144126357354,0.80503144654088,0.743186582809224
ensemble_model_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.475      0.65789474 0.52631579 0.65789474 0.57894737],0.515625,0.578125,0.79375,0.958333333333333,0.958333333333333,0.958333333333334,0.507936507936508,0.551724137931034,0.51871921182266,0.64,0.615384615384615,0.567692307692308,0.8,0.804878048780488,0.793464665415885
svm_model_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.68965517 0.62068966 0.67857143 0.64285714],0.553191489361702,0.638297872340426,0.757894736842105,0.805755395683453,0.783216783216783,0.811188811188811,0.487804878048781,0.555555555555556,0.553639846743295,0.679245283018868,0.620689655172414,0.64367816091954,0.752688172043011,0.736842105263158,0.757894736842105
svm_model_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.64583333 0.64583333 0.5625     0.63043478],0.52112676056338,0.577464788732394,0.668421052631579,0.712962962962963,0.647058823529412,0.739495798319328,0.552631578947368,0.567567567567568,0.519077901430843,0.558823529411765,0.558823529411765,0.57670906200318,0.65,0.615789473684211,0.668421052631579
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.86666667 0.87916667 0.84033613 0.85714286 0.80672269],0.453781512605042,0.512605042016807,0.770440251572327,0.942162615255658,0.941373534338358,0.942211055276382,0.516129032258065,0.590909090909091,0.455675539929684,0.562814070351759,0.61878453038674,0.511096810647916,0.780341023069208,0.815513626834382,0.770440251572327
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.61538462 0.62237762 0.58041958 0.61538462 0.62676056],0.5,0.475,0.599056603773585,0.646216768916155,0.663865546218487,0.636554621848739,0.555555555555555,0.590551181102362,0.494390634798969,0.515384615384615,0.592920353982301,0.481499547069891,0.616925388082123,0.645702306079665,0.599056603773585
svm_model_N32_B134_E166_nb_zones_4_mscn_svdn,32,134,166,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.35       0.45       0.35       0.5        0.61111111],0.46875,0.59375,0.66875,0.729411764705882,0.645833333333333,0.760416666666667,0.451612903225806,0.4375,0.46875,0.628571428571429,0.647058823529412,0.590196078431373,0.649006622516556,0.604938271604938,0.669557743397406
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.89583333 0.84722222 0.87762238 0.88111888 0.85314685],0.637130801687764,0.60337552742616,0.881027253668763,0.968135593220339,0.99581589958159,0.967224546722455,0.641666666666667,0.631147540983607,0.637312900926586,0.605042016806723,0.626086956521739,0.604027084818247,0.883768561187916,0.90461215932914,0.881027253668763
svm_model_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.63333333 0.5        0.46428571 0.64285714],0.5625,0.5625,0.795833333333333,0.951048951048951,0.944444444444444,0.951388888888889,0.60377358490566,0.64,0.559130434782609,0.60377358490566,0.592592592592593,0.558201058201058,0.803212851405622,0.806451612903226,0.795467185761958
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdn,32,0,32,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.84583333 0.88655462 0.89915966 0.83613445 0.86554622],0.511173184357542,0.541899441340782,0.790356394129979,0.948953974895397,0.951342281879195,0.948825503355705,0.535809018567639,0.587209302325581,0.514034758689673,0.601941747572815,0.666666666666667,0.536821705426357,0.798387096774194,0.830188679245283,0.790356394129979
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,1200,400,400,0.6,0.2,0.2, [0.9375     0.95416667 0.95416667 0.94583333 0.96666667],0.570621468926554,0.61864406779661,0.84958071278826,1,1,1,0.631067961165049,0.706521739130435,0.56502557544757,0.654731457800511,0.752941176470588,0.623753196930946,0.856714927608587,0.89937106918239,0.84958071278826
ensemble_model_v2_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.65       0.52631579 0.57894737 0.60526316 0.5       ],0.578125,0.546875,0.796875,0.953846153846154,0.96875,0.953125,0.584615384615385,0.59375,0.578125,0.591549295774648,0.583333333333333,0.541666666666667,0.803625377643504,0.810975609756098,0.79651344590369
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.59440559 0.57342657 0.57342657 0.58098592],0.525,0.529166666666667,0.558700209643606,0.601941747572816,0.651260504201681,0.569327731092437,0.577777777777778,0.690265486725664,0.534109121315588,0.603508771929825,0.677165354330709,0.519998606368894,0.599047619047619,0.659329140461216,0.558700209643606
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.96638655 0.96638655 0.93697479 0.96218487 0.96638655],0.64066852367688,0.626740947075209,0.858490566037736,0.994102780117944,0.991596638655462,0.994117647058824,0.632478632478633,0.616666666666667,0.640735567970205,0.649214659685864,0.692737430167598,0.626924270639354,0.859375,0.864779874213837,0.858490566037736
ensemble_model_N32_B134_E166_nb_zones_4_mscn_svdn,32,134,166,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.4        0.55       0.5        0.5        0.72222222],0.5,0.375,0.775,1,1,1,0.5,0.470588235294118,0.501960784313726,0.333333333333333,0.294117647058824,0.380392156862745,0.772151898734177,0.74390243902439,0.775797373358349
ensemble_model_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.72916667 0.60416667 0.66666667 0.60869565 0.58695652],0.652777777777778,0.541666666666667,0.847368421052631,1,1,1,0.59016393442623,0.5625,0.64375,0.521739130434783,0.45,0.553125,0.841530054644809,0.810526315789474,0.847368421052631
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32,10, low_bits_6, svdn,1200,400,400,0.6,0.2,0.2, [0.8125     0.80833333 0.86666667 0.80416667 0.83333333],0.440677966101695,0.53954802259887,0.75314465408805,0.909090909090909,0.916666666666667,0.908333333333333,0.392638036809816,0.361581920903955,0.440677966101695,0.482539682539682,0.429378531073446,0.53954802259887,0.745542949756888,0.723270440251572,0.75314465408805
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svd,8,0,8, zones, lab, svd,1434,478,478,0.6,0.2,0.2, [0.96180556 0.97916667 0.96153846 0.97202797 0.97552448],0.481012658227848,0.472573839662447,0.870020964360587,1,1,1,0.502024291497976,0.543859649122807,0.483311938382542,0.538745387453875,0.59349593495935,0.467800599058622,0.872950819672131,0.893081761006289,0.870020964360587
ensemble_model_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.39285714 0.5        0.5        0.64285714],0.468085106382979,0.51063829787234,0.796610169491525,1,1,1,0.489795918367347,0.545454545454545,0.472727272727273,0.622950819672131,0.678571428571429,0.470864661654135,0.80952380952381,0.84297520661157,0.795400646784046
ensemble_model_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.53448276 0.5862069  0.51785714 0.66071429],0.680851063829787,0.638297872340426,0.897368421052632,0.97508896797153,0.958041958041958,0.975524475524475,0.666666666666667,0.576923076923077,0.693223443223443,0.585365853658537,0.571428571428571,0.631868131868132,0.893732970027248,0.863157894736842,0.897368421052632
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.9125     0.90833333 0.87916667 0.88333333 0.90833333],0.596045197740113,0.604519774011299,0.848008385744235,0.994181213632585,0.996666666666667,0.994166666666666,0.648648648648649,0.729281767955801,0.592964583399866,0.648241206030151,0.745664739884393,0.607638999776451,0.855577689243028,0.90041928721174,0.848008385744235
ensemble_model_v2_N32_B134_E166_nb_zones_4_mscn_svdn,32,134,166, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.3        0.33333333 0.44444444],0.46875,0.46875,0.7875,1,1,1,0.413793103448276,0.4,0.464705882352941,0.413793103448276,0.4,0.464705882352941,0.779220779220779,0.769230769230769,0.787054409005629
ensemble_model_v2_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.54166667 0.375      0.45652174 0.36956522],0.513888888888889,0.597222222222222,0.8,0.949152542372881,0.949152542372881,0.949152542372882,0.567901234567901,0.621621621621622,0.510810810810811,0.591549295774648,0.6,0.597297297297297,0.804123711340206,0.821052631578947,0.8
svm_model_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.5625     0.5        0.52083333 0.56521739],0.577464788732394,0.549295774647887,0.56578947368421,0.54625550660793,0.521008403361345,0.567226890756302,0.5,0.416666666666667,0.579761904761905,0.428571428571429,0.342857142857143,0.546428571428571,0.518950437317784,0.468421052631579,0.56578947368421
ensemble_model_v2_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.53571429 0.64285714 0.71428571 0.53571429],0.553191489361702,0.531914893617021,0.813559322033898,0.992907801418439,0.985915492957746,0.992957746478873,0.553191489361702,0.481481481481482,0.565740740740741,0.476190476190476,0.454545454545455,0.527272727272727,0.808695652173913,0.775,0.814224137931034
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16, zones, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95798319 0.96218487 0.95378151 0.92016807 0.96218487],0.495821727019499,0.515320334261838,0.812368972746331,0.997481108312343,0.998319327731092,0.997478991596639,0.378006872852234,0.297297297297297,0.502096924510718,0.382978723404255,0.310344827586207,0.509226467847157,0.797052154195011,0.736897274633124,0.812368972746331
svm_model_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.55       0.8        0.72222222 0.61111111],0.625,0.46875,0.68125,0.760869565217391,0.729166666666667,0.770833333333333,0.571428571428571,0.666666666666667,0.633333333333333,0.54054054054054,0.555555555555556,0.456349206349206,0.67515923566879,0.67948717948718,0.681207004377736
ensemble_model_v2_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.55172414 0.55172414 0.78571429 0.69642857],0.531914893617021,0.425531914893617,0.836842105263158,0.954385964912281,0.951048951048951,0.954545454545454,0.521739130434783,0.545454545454545,0.532727272727273,0.4,0.36,0.43,0.835106382978723,0.826315789473684,0.836842105263158
ensemble_model_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.54166667 0.47916667 0.41304348 0.5       ],0.569444444444444,0.555555555555556,0.831578947368421,0.995744680851064,0.991525423728814,0.995762711864407,0.617283950617284,0.657894736842105,0.564241486068112,0.529411764705882,0.529411764705882,0.554179566563467,0.833333333333333,0.842105263157895,0.831578947368421
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.95798319 0.94537815 0.94117647 0.98319328 0.94915254],0.491666666666667,0.533333333333333,0.814989517819707,0.99831365935919,0.996632996632997,0.998316498316498,0.579310344827586,0.70391061452514,0.492839285163122,0.609302325581395,0.723756906077348,0.532269514491188,0.827888834714773,0.889937106918239,0.814989517819706
svm_model_N26_B137_E163_nb_zones_6_mscn_svdn,26,137,163,6, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.5        0.53571429 0.60714286 0.60714286 0.53571429],0.478260869565217,0.456521739130435,0.577586206896552,0.642335766423358,0.628571428571429,0.65,0.538461538461538,0.56,0.470476190476191,0.418604651162791,0.473684210526316,0.45906432748538,0.577586206896552,0.587719298245614,0.577757954207553
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.98739496 0.92857143 0.93697479 0.97478992 0.95798319],0.498607242339833,0.501392757660167,0.807651991614256,0.993254637436762,0.989915966386555,0.99327731092437,0.508196721311476,0.516666666666667,0.498556797020484,0.512261580381471,0.525139664804469,0.501458721291124,0.808754559666493,0.813417190775681,0.807651991614256
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.95833333 0.9375     0.94957983 0.97058824 0.95798319],0.526610644257703,0.515406162464986,0.817610062893082,0.994949494949495,0.989949748743718,0.994974874371859,0.466876971608833,0.420454545454546,0.525144399799096,0.447284345047923,0.386740331491713,0.517233802109493,0.808580858085809,0.770440251572327,0.817610062893082
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,1428,476,476,0.6,0.2,0.2, [0.93006993 0.96853147 0.93006993 0.93006993 0.95070423],0.5125,0.433333333333333,0.866876310272536,0.999299229152067,0.99859943977591,0.999299719887955,0.597938144329897,0.674418604651163,0.499371464487744,0.514285714285714,0.648648648648649,0.448355332076262,0.872872872872873,0.914046121593291,0.866876310272536
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94166667 0.94117647 0.97058824 0.95798319 0.95378151],0.583798882681564,0.53072625698324,0.832285115303983,0.997481108312343,0.996644295302013,0.99748322147651,0.587257617728532,0.598870056497175,0.583965414988919,0.493975903614458,0.453038674033149,0.531604082779286,0.830148619957537,0.819706498951782,0.832285115303983
svm_model_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.63157895 0.52631579 0.65789474 0.69444444],0.661290322580645,0.451612903225806,0.650641025641026,0.670731707317073,0.585106382978723,0.712765957446809,0.631578947368421,0.72,0.670810810810811,0.484848484848485,0.444444444444444,0.452991452991453,0.620209059233449,0.574193548387097,0.650154099034313
ensemble_model_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166,4, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.5        0.66666667 0.77777778 0.77777778 0.66666667],0.6,0.5,0.822368421052632,1,1,1,0.647058823529412,0.647058823529412,0.592760180995475,0.516129032258065,0.470588235294118,0.504524886877828,0.828025477707006,0.8125,0.822916666666667
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.95486111 0.96180556 0.95486111 0.95104895 0.93706294],0.491525423728814,0.48728813559322,0.872117400419287,0.997906489881368,0.995821727019499,0.997910863509749,0.615384615384615,0.780487804878049,0.478739477660263,0.608414239482201,0.831858407079646,0.50129505719836,0.881207400194742,0.948637316561845,0.872117400419287
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,1188,396,396,0.6,0.2,0.2, [0.97478992 0.95798319 0.95378151 0.96638655 0.94067797],0.552777777777778,0.566666666666667,0.830188679245283,0.994112699747687,0.994949494949495,0.994107744107744,0.551532033426184,0.5625,0.552989130434783,0.582887700534759,0.592391304347826,0.566082015810277,0.831425598335068,0.837526205450734,0.830188679245283
svm_model_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.35       0.44444444 0.66666667 0.88888889],0.387096774193548,0.548387096774194,0.75,0.934782608695652,0.914893617021277,0.936170212765957,0.173913043478261,0.142857142857143,0.365546218487395,0.222222222222222,0.222222222222222,0.452020202020202,0.706766917293233,0.671428571428571,0.742691029900332
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svd,40,0,40, zones, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95416667 0.94583333 0.9625     0.96218487 0.97478992],0.533707865168539,0.5,0.819706498951782,1,1,1,0.597087378640777,0.675824175824176,0.530440823544272,0.599099099099099,0.764367816091954,0.505810281672351,0.832358674463938,0.895178197064989,0.819706498951782
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.92916667 0.94117647 0.97478992 0.94957983 0.95798319],0.536312849162011,0.536312849162011,0.822851153039832,0.994991652754591,1,0.99496644295302,0.423611111111111,0.354651162790698,0.529476119029757,0.48125,0.413978494623656,0.541291572893223,0.812846068660022,0.769392033542977,0.822851153039832
ensemble_model_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.94055944 0.94055944 0.93006993 0.8986014  0.93309859],0.508333333333333,0.5,0.875262054507338,1,1,1,0.587412587412587,0.7,0.508333333333333,0.58041958041958,0.691666666666667,0.5,0.881,0.923480083857442,0.875262054507338
ensemble_model_N26_B137_E163_nb_zones_6_mscn_svdn,26,137,163,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.6        0.46666667 0.53571429 0.57142857 0.5       ],0.458333333333333,0.458333333333333,0.783333333333333,1,1,1,0.434782608695652,0.454545454545455,0.458041958041958,0.48,0.461538461538462,0.458041958041958,0.783333333333333,0.783333333333333,0.783333333333333
ensemble_model_v2_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152, zones, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.625      0.60416667 0.64583333 0.52083333 0.54166667],0.457142857142857,0.571428571428571,0.78421052631579,0.940677966101695,0.925,0.941666666666667,0.366666666666667,0.297297297297297,0.466830466830467,0.583333333333333,0.636363636363636,0.574938574938575,0.777173913043478,0.752631578947368,0.78421052631579
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.96853147 0.95104895 0.93356643 0.96153846 0.96126761],0.520833333333333,0.529166666666667,0.877882599580713,0.996491228070176,0.994397759103642,0.996498599439776,0.620462046204621,0.776859504132231,0.518681852906452,0.629508196721311,0.80672268907563,0.531460518091534,0.88539104771274,0.943396226415094,0.877882599580713
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.95138889 0.96180556 0.9375     0.95486111 0.91958042],0.582978723404255,0.574468085106383,0.894654088050314,0.997915218902015,0.998609179415855,0.997913769123783,0.666666666666667,0.80327868852459,0.574205715943711,0.647887323943662,0.814159292035398,0.58330915421442,0.900347050074368,0.951781970649895,0.894654088050314
ensemble_model_v2_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.55       0.55555556 0.72222222 0.44444444],0.516129032258065,0.645161290322581,0.833333333333333,1,1,1,0.571428571428571,0.625,0.5125,0.717948717948718,0.823529411764706,0.626050420168067,0.845238095238095,0.8875,0.831907894736842
ensemble_model_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.63157895 0.55263158 0.5        0.55263158],0.650793650793651,0.492063492063492,0.816455696202532,0.978947368421053,0.978947368421053,0.978947368421053,0.702702702702703,0.866666666666667,0.660606060606061,0.578947368421053,0.733333333333333,0.503030303030303,0.829411764705882,0.909677419354839,0.8181927469445
ensemble_model_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.75       0.6        0.72222222 0.66666667 0.66666667],0.483870967741936,0.612903225806452,0.82051282051282,1,1,1,0.2,0.222222222222222,0.406565656565657,0.647058823529412,0.647058823529412,0.609243697478992,0.810810810810811,0.821917808219178,0.820597458326456
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.92083333 0.92857143 0.91596639 0.90756303 0.91176471],0.550279329608938,0.527932960893855,0.820754716981132,0.98993288590604,0.98993288590604,0.98993288590604,0.606356968215159,0.696629213483146,0.551092384519351,0.590799031476998,0.677777777777778,0.5270911360799,0.830188679245283,0.876310272536688,0.820754716981132
svm_model_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.52083333 0.60416667 0.66666667 0.60416667 0.625     ],0.5,0.457142857142857,0.728947368421053,0.87603305785124,0.883333333333333,0.875,0.477611940298508,0.470588235294118,0.499183006535948,0.486486486486487,0.5,0.455882352941176,0.731070496083551,0.736842105263158,0.728947368421053
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.9        0.8625     0.89583333 0.9125     0.89583333],0.612994350282486,0.635593220338983,0.84853249475891,0.981101068200493,0.995,0.980833333333333,0.653164556962025,0.75,0.616758241758242,0.675062972292191,0.736263736263736,0.632666751852798,0.856147336983574,0.90146750524109,0.84853249475891
ensemble_model_v2_N26_B137_E163_nb_zones_6_mscn_svdn,26,137,163, zones, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.39285714 0.28571429 0.53571429 0.46428571 0.39285714],0.391304347826087,0.41304347826087,0.762931034482759,1,1,1,0.391304347826087,0.409090909090909,0.392045454545455,0.4,0.375,0.414772727272727,0.761904761904762,0.758620689655172,0.762931034482759
svm_model_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.55172414 0.56896552 0.55357143 0.60714286],0.595744680851064,0.617021276595745,0.644736842105263,0.668918918918919,0.692307692307692,0.657342657342657,0.641509433962264,0.68,0.59,0.64,0.727272727272727,0.623636363636364,0.661654135338346,0.694736842105263,0.644736842105263
svm_model_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.64285714 0.46428571 0.53571429 0.46428571 0.57142857],0.41304347826087,0.673913043478261,0.577586206896552,0.404255319148936,0.271428571428571,0.6,0.27027027027027,0.192307692307692,0.446153846153846,0.482758620689655,0.388888888888889,0.623015873015873,0.3875,0.271929824561403,0.572405590246803
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94755245 0.94405594 0.95454545 0.92307692 0.93706294],0.506276150627615,0.518828451882845,0.873689727463312,0.994405594405594,0.994405594405594,0.994405594405594,0.604026845637584,0.743801652892562,0.503256758649671,0.612794612794613,0.771186440677966,0.521956856702619,0.880987654320987,0.935010482180294,0.873689727463312
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.8875     0.875      0.9        0.85       0.91176471],0.656338028169014,0.625352112676056,0.859538784067086,0.989229494614747,0.996661101836394,0.98914858096828,0.628048780487805,0.547872340425532,0.663157727098994,0.533333333333333,0.455089820359281,0.615842782520066,0.852747252747253,0.813417190775681,0.859538784067086
ensemble_model_v2_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.63157895 0.52631579 0.57894737 0.61111111],0.580645161290323,0.5,0.798076923076923,0.967741935483871,0.957446808510638,0.968085106382979,0.566666666666667,0.566666666666667,0.580208333333333,0.507936507936508,0.484848484848485,0.501044932079415,0.796116504854369,0.78343949044586,0.798171358126156
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.97083333 0.97083333 0.95833333 0.95416667 0.93277311],0.554929577464789,0.557746478873239,0.834905660377359,1,1,1,0.605,0.699421965317919,0.558502191450168,0.612345679012346,0.681318681318681,0.554532173029283,0.842735896155766,0.884696016771489,0.834905660377359
ensemble_model_v2_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170, zones, mscn, svd,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.55       0.61111111 0.5        0.66666667 0.72222222],0.5,0.366666666666667,0.776315789473684,1,1,1,0.210526315789474,0.166666666666667,0.444444444444444,0.457142857142857,0.4,0.35,0.767123287671233,0.717948717948718,0.777893277893278
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.92857143 0.92016807 0.91176471 0.91596639 0.92436975],0.487465181058496,0.481894150417827,0.80188679245283,0.993288590604027,0.994957983193277,0.99327731092437,0.515789473684211,0.573099415204678,0.491336941644892,0.541871921182266,0.585106382978723,0.476763717805151,0.808897876643074,0.838574423480084,0.80188679245283
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93277311 0.91176471 0.93697479 0.94537815 0.87394958],0.50974930362117,0.551532033426184,0.818134171907757,0.991582491582492,0.989915966386555,0.991596638655462,0.54639175257732,0.552083333333333,0.506580588822355,0.533333333333333,0.550898203592814,0.551490768463074,0.819364914107236,0.824947589098533,0.818134171907757
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.81666667 0.74583333 0.78333333 0.75210084],0.63943661971831,0.588732394366197,0.830188679245283,0.959349593495935,0.984974958263773,0.958263772954925,0.6,0.545454545454545,0.63864906043677,0.56547619047619,0.53072625698324,0.589226764855257,0.828207847295864,0.818658280922432,0.830188679245283
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.8041958  0.77972028 0.8006993  0.8006993  0.81468531],0.380753138075314,0.493723849372385,0.859014675052411,1,1,1,0.435114503816794,0.495652173913043,0.38492286115007,0.529182879377432,0.548387096774194,0.491584852734923,0.86198050282196,0.880503144654088,0.859014675052411
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,1194,398,398,0.6,0.2,0.2, [0.92083333 0.92916667 0.93277311 0.91176471 0.89915966],0.49859943977591,0.512605042016807,0.811320754716981,0.994122586062133,0.991624790619766,0.994137353433836,0.51490514905149,0.568862275449102,0.50285219035613,0.551546391752577,0.563157894736842,0.509123857548062,0.815195071868583,0.832285115303983,0.811320754716981
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32,10, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.86666667 0.775      0.89583333 0.825      0.84166667],0.590395480225989,0.615819209039548,0.838050314465409,0.97682119205298,0.983333333333333,0.976666666666667,0.548286604361371,0.514619883040936,0.587911034416643,0.587878787878788,0.530054644808743,0.618828491995015,0.833781603012372,0.812368972746331,0.838050314465409
ensemble_model_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.66666667 0.54166667 0.625      0.60869565],0.535211267605634,0.563380281690141,0.813157894736842,0.97071129707113,0.974789915966386,0.970588235294117,0.547945205479452,0.526315789473684,0.535885167464115,0.563380281690141,0.606060606060606,0.566188197767145,0.814621409921671,0.821052631578947,0.813157894736842
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdn,4,0,4,12, low_bits_4_shifted_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78819444 0.76923077 0.79020979 0.8006993  0.77272727],0.453781512605042,0.491596638655462,0.868448637316562,1,1,1,0.434782608695652,0.423728813559322,0.453531073446328,0.447488584474886,0.408333333333333,0.492302259887006,0.866560340244551,0.854297693920335,0.868448637316562
svm_model_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.64285714 0.67857143 0.78571429 0.60714286],0.595744680851064,0.595744680851064,0.728813559322034,0.805970149253731,0.76056338028169,0.816901408450704,0.512820512820513,0.5,0.583333333333333,0.612244897959184,0.517241379310345,0.619731800766284,0.711711711711712,0.658333333333333,0.730028735632184
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94957983 0.95378151 0.96638655 0.93697479 0.95378151],0.54874651810585,0.532033426183844,0.827044025157233,1,1,1,0.606796116504854,0.686813186813187,0.546796423915068,0.594202898550725,0.694915254237288,0.534270813931831,0.836309523809524,0.883647798742138,0.827044025157233
ensemble_model_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.53571429 0.46428571 0.60714286 0.46428571],0.617021276595745,0.553191489361702,0.826271186440678,0.985714285714286,0.971830985915493,0.985915492957746,0.625,0.625,0.616847826086957,0.618181818181818,0.772727272727273,0.566363636363636,0.831275720164609,0.863247863247863,0.826581914817209
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.75694444 0.79166667 0.84265734 0.77972028 0.75874126],0.594936708860759,0.556962025316456,0.894654088050314,1,1,1,0.619047619047619,0.696428571428571,0.600214285714286,0.600760456273764,0.632,0.552607142857143,0.896870189840944,0.916142557651992,0.894654088050314
ensemble_model_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.53448276 0.51724138 0.56896552 0.57142857 0.57142857],0.617021276595745,0.659574468085106,0.881578947368421,0.961672473867596,0.965034965034965,0.961538461538462,0.64,0.64,0.615454545454545,0.6,0.545454545454545,0.652727272727273,0.880636604774536,0.873684210526316,0.881578947368421
svm_model_N40_B130_E170_nb_zones_4_mscn_svdn,40,130,170,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.65       0.65       0.83333333 0.61111111],0.4375,0.5625,0.8,1,1,1,0.307692307692308,0.25,0.4375,0.5625,0.5625,0.5625,0.792207792207792,0.7625,0.8
svm_model_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.60416667 0.64583333 0.625      0.7173913 ],0.47887323943662,0.591549295774648,0.642105263157895,0.681818181818182,0.630252100840336,0.705882352941176,0.447761194029851,0.428571428571429,0.478174603174603,0.579710144927536,0.555555555555556,0.592063492063492,0.617977528089888,0.578947368421053,0.642105263157895
ensemble_model_v2_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.54166667 0.5        0.52173913 0.67391304],0.541666666666667,0.597222222222222,0.821052631578947,0.974358974358974,0.966101694915254,0.974576271186441,0.602409638554217,0.625,0.53125,0.602739726027397,0.6875,0.60625,0.825641025641026,0.847368421052631,0.821052631578947
ensemble_model_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.56666667 0.5        0.53571429 0.71428571 0.57142857],0.520833333333333,0.458333333333333,0.791666666666667,0.993006993006993,0.986111111111111,0.993055555555556,0.581818181818182,0.592592592592593,0.510582010582011,0.35,0.368421052631579,0.442831215970962,0.789915966386555,0.796610169491525,0.791747707696582
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.92857143 0.95378151 0.95378151 0.94537815 0.96186441],0.525,0.486111111111111,0.813417190775681,1,1,1,0.526315789473684,0.533707865168539,0.525095690826028,0.514435695538058,0.538461538461538,0.48552290406223,0.815544041450777,0.824947589098533,0.813417190775681
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.62587413 0.60839161 0.59090909 0.63636364 0.63732394],0.545833333333333,0.625,0.620020964360587,0.644594594594595,0.668067226890756,0.631652661064426,0.617543859649123,0.715447154471545,0.541484260996456,0.689655172413793,0.854700854700855,0.630602459870752,0.647201946472019,0.69706498951782,0.620020964360587
ensemble_model_v2_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.71428571 0.5        0.67857143 0.5       ],0.574468085106383,0.51063829787234,0.809322033898305,0.985915492957746,0.985915492957746,0.985915492957746,0.615384615384615,0.592592592592593,0.571296296296296,0.530612244897959,0.464285714285714,0.521616541353384,0.814814814814815,0.785714285714286,0.811038961038961
ensemble_model_N40_B130_E170_nb_zones_4_mscn_svdn,40,130,170,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.6        0.44444444 0.5        0.5       ],0.580645161290323,0.387096774193548,0.794871794871795,1,1,1,0.682926829268293,0.666666666666667,0.533333333333333,0.344827586206897,0.294117647058824,0.397058823529412,0.804878048780488,0.776470588235294,0.796685998342999
ensemble_model_v2_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.56896552 0.48275862 0.44642857 0.51785714],0.638297872340426,0.574468085106383,0.855263157894737,0.936619718309859,0.93006993006993,0.937062937062937,0.638297872340426,0.681818181818182,0.640909090909091,0.565217391304348,0.52,0.578181818181818,0.854111405835544,0.847368421052631,0.855263157894737
ensemble_model_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.54166667 0.52083333 0.45652174 0.58695652],0.638888888888889,0.444444444444444,0.823684210526316,0.995744680851064,0.991525423728814,0.995762711864407,0.657894736842105,0.581395348837209,0.652766639935846,0.459459459459459,0.586206896551724,0.467522052927025,0.825974025974026,0.836842105263158,0.823684210526316
ensemble_model_v2_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.60714286 0.42857143 0.57142857 0.57142857 0.64285714],0.58695652173913,0.673913043478261,0.853448275862069,1,1,1,0.612244897959184,0.681818181818182,0.590909090909091,0.716981132075472,0.678571428571429,0.672619047619048,0.859504132231405,0.866666666666667,0.85297619047619
svm_model_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.48275862 0.55172414 0.57142857 0.41071429],0.446808510638298,0.617021276595745,0.734210526315789,0.806779661016949,0.832167832167832,0.800699300699301,0.458333333333333,0.423076923076923,0.4496336996337,0.64,0.761904761904762,0.630952380952381,0.743002544529262,0.768421052631579,0.734210526315789
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.72727273 0.72727273 0.76223776 0.75174825 0.74295775],0.529166666666667,0.433333333333333,0.861111111111111,0.988826815642458,0.991596638655462,0.988795518207283,0.519148936170213,0.504132231404959,0.529377040072227,0.387387387387387,0.361344537815126,0.432738384610042,0.859714134462679,0.851153039832285,0.861111111111111
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.89915966 0.89915966 0.87815126 0.88235294 0.88135593],0.552777777777778,0.555555555555556,0.826519916142558,0.991624790619766,0.996632996632997,0.991582491582492,0.592405063291139,0.629032258064516,0.550148312940304,0.558011049723757,0.580459770114943,0.556358917315536,0.830343413634034,0.849056603773585,0.826519916142558
svm_model_N32_B134_E166_nb_zones_6_mscn_svdn,32,134,166,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.64285714 0.57142857 0.60714286 0.64285714],0.446808510638298,0.574468085106383,0.580508474576271,0.63448275862069,0.647887323943662,0.626760563380282,0.409090909090909,0.391304347826087,0.445652173913043,0.583333333333333,0.56,0.575454545454545,0.582278481012658,0.579831932773109,0.580514256984845
ensemble_model_v2_N40_B130_E170_nb_zones_4_mscn_svdn,40,130,170, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.5        0.66666667 0.44444444 0.5       ],0.451612903225806,0.516129032258065,0.794871794871795,1,1,1,0.413793103448276,0.4,0.45,0.347826086956522,0.4,0.485714285714286,0.780821917808219,0.791666666666667,0.794642857142857
ensemble_model_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32,10, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9125     0.94117647 0.94117647 0.93277311 0.92436975],0.519553072625698,0.508379888268156,0.817610062893082,1,1,1,0.58252427184466,0.609137055837564,0.509537472018161,0.526881720430108,0.608695652173913,0.517545795630104,0.823886639676113,0.853249475890985,0.817610062893082
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4,12, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.68402778 0.73263889 0.76041667 0.7027972  0.66783217],0.48728813559322,0.567796610169492,0.882075471698113,0.99860529986053,0.997214484679666,0.998607242339833,0.485106382978723,0.478991596638655,0.487359046182576,0.571428571428571,0.581196581196581,0.567909214968039,0.882013633980073,0.881551362683438,0.882075471698113
ensemble_model_v2_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.60416667 0.60416667 0.60416667 0.47826087],0.52112676056338,0.633802816901409,0.810526315789474,0.95,0.957983193277311,0.949579831932773,0.451612903225806,0.4,0.519444444444444,0.628571428571429,0.611111111111111,0.634126984126984,0.806451612903226,0.789473684210526,0.810526315789474
svm_model_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.39473684 0.71052632 0.5        0.55263158 0.75      ],0.564516129032258,0.516129032258065,0.817307692307692,1,1,1,0.571428571428571,0.580645161290323,0.564516129032258,0.482758620689655,0.451612903225806,0.516129032258065,0.815533980582524,0.807692307692308,0.817307692307692
svm_model_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.7        0.83333333 0.72222222 0.5       ],0.580645161290323,0.516129032258065,0.717948717948718,0.829787234042553,0.829787234042553,0.829787234042553,0.606060606060606,0.714285714285714,0.592436974789916,0.571428571428571,0.526315789473684,0.513157894736842,0.728395061728395,0.7375,0.717434210526316
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.77083333 0.775      0.73333333 0.7394958  0.7394958 ],0.519662921348315,0.623595505617977,0.809224318658281,0.952303961196443,0.98494983277592,0.95066889632107,0.48955223880597,0.431578947368421,0.526030437539632,0.573248407643312,0.542168674698795,0.618452758402029,0.806998939554613,0.79769392033543,0.809224318658281
ensemble_model_N32_B134_E166_nb_zones_6_mscn_svdn,32,134,166,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.42857143 0.5        0.5        0.60714286],0.51063829787234,0.574468085106383,0.817796610169492,1,1,1,0.488888888888889,0.458333333333333,0.511775362318841,0.642857142857143,0.642857142857143,0.558270676691729,0.823045267489712,0.813008130081301,0.818008489819411
ensemble_model_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154,12, mscn, svd,288,96,96,0.6,0.2,0.2, [0.65517241 0.53448276 0.5        0.55172414 0.57142857],0.630434782608696,0.521739130434783,0.881578947368421,0.978873239436619,0.965277777777778,0.979166666666667,0.585365853658537,0.5,0.636363636363636,0.5,0.5,0.520833333333333,0.878048780487805,0.852631578947368,0.881578947368421
svm_model_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.47916667 0.50347222 0.4965035  0.4965035  0.47552448],0.518987341772152,0.476793248945148,0.500524109014675,0.587420657818811,0.709902370990237,0.50139470013947,0.625,0.76,0.505,0.569444444444444,0.732142857142857,0.490071428571429,0.59010752688172,0.719077568134172,0.500524109014675
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.8625     0.89166667 0.86554622 0.87394958 0.8697479 ],0.49859943977591,0.456582633053221,0.793501048218029,0.982426778242678,0.983249581239531,0.982412060301508,0.558024691358025,0.642045454545455,0.500580738322451,0.538095238095238,0.624309392265193,0.454200150678051,0.804950495049505,0.852201257861635,0.793501048218029
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.87152778 0.86111111 0.87847222 0.86805556 0.86713287],0.642553191489362,0.553191489361702,0.877882599580713,0.970068027210884,0.991655076495132,0.969401947148818,0.58,0.5,0.640756302521008,0.524886877828054,0.487394957983193,0.554042306577804,0.876784769962982,0.868972746331237,0.877882599580713
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.92083333 0.9375     0.92916667 0.91176471 0.89915966],0.637640449438202,0.651685393258427,0.84853249475891,0.969747899159664,0.964882943143813,0.96989966555184,0.644628099173554,0.635869565217391,0.637702224469161,0.647727272727273,0.662790697674419,0.652047522750253,0.848293963254593,0.846960167714885,0.84853249475891
ensemble_model_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.575      0.60526316 0.60526316 0.52631579 0.55263158],0.515625,0.546875,0.8125,1,1,1,0.537313432835821,0.580645161290323,0.517595307917888,0.508474576271187,0.416666666666667,0.565476190476191,0.811320754716981,0.791411042944785,0.812902973701692
ensemble_model_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.6        0.35       0.45       0.27777778 0.61111111],0.5625,0.5,0.8125,1,1,1,0.416666666666667,0.3125,0.5625,0.2,0.181818181818182,0.424242424242424,0.785714285714286,0.733333333333333,0.807843137254902
ensemble_model_v2_N32_B134_E166_nb_zones_6_mscn_svdn,32,134,166, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.60714286 0.64285714 0.57142857 0.64285714],0.48936170212766,0.595744680851064,0.817796610169492,1,1,1,0.478260869565217,0.5,0.49,0.612244897959184,0.625,0.595108695652174,0.818565400843882,0.829059829059829,0.81789125906773
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.96503497 0.95454545 0.94405594 0.96153846 0.95774648],0.470833333333333,0.5125,0.870545073375262,0.997900629811057,0.99859943977591,0.997899159663866,0.640226628895184,0.982608695652174,0.491304347826087,0.677685950413223,0.984,0.492,0.884848484848485,0.994758909853249,0.870545073375262
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdn,32,0,32,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.88235294 0.88655462 0.90336134 0.92016807 0.88559322],0.527777777777778,0.491666666666667,0.810796645702306,0.993243243243243,0.98989898989899,0.993265993265993,0.5,0.480225988700565,0.526998240251922,0.460176991150442,0.426229508196721,0.492775771047513,0.806226516371444,0.787211740041929,0.810796645702306
svm_model_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.68965517 0.55172414 0.65517241 0.55357143 0.57142857],0.574468085106383,0.468085106382979,0.602631578947368,0.490384615384615,0.356643356643357,0.629370629370629,0.333333333333333,0.217391304347826,0.567028985507246,0.193548387096774,0.125,0.47554347826087,0.438661710037175,0.310526315789474,0.602631578947369
ensemble_model_v2_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.63793103 0.62068966 0.53571429 0.625      0.66071429],0.4375,0.583333333333333,0.826315789473684,0.932862190812721,0.929577464788732,0.933098591549296,0.4,0.428571428571429,0.436507936507936,0.642857142857143,0.666666666666667,0.571428571428571,0.828125,0.836842105263158,0.826315789473684
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.90336134 0.89495798 0.90336134 0.84033613 0.85169492],0.480555555555556,0.552777777777778,0.812893081761006,0.992443324937028,0.994949494949495,0.992424242424242,0.457971014492754,0.434065934065934,0.481077910853192,0.522255192878338,0.49438202247191,0.55213606618101,0.809396689802456,0.794549266247379,0.812893081761006
ensemble_model_v2_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.5        0.33333333 0.5        0.5       ],0.612903225806452,0.387096774193548,0.801282051282051,1,1,1,0.538461538461538,0.4375,0.61875,0.424242424242424,0.333333333333333,0.416666666666667,0.797385620915033,0.726190476190476,0.807539682539682
ensemble_model_v2_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.55263158 0.60526316 0.65789474 0.42105263],0.571428571428571,0.555555555555556,0.80379746835443,0.962566844919786,0.947368421052632,0.963157894736842,0.571428571428571,0.580645161290323,0.571572580645161,0.533333333333333,0.551724137931034,0.5552738336714,0.8,0.8,0.803726708074534
svm_model_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.66666667 0.53333333 0.67857143 0.67857143 0.39285714],0.479166666666667,0.5625,0.654166666666667,0.721804511278195,0.666666666666667,0.743055555555555,0.390243902439024,0.333333333333333,0.479166666666667,0.533333333333333,0.5,0.5625,0.621004566210046,0.566666666666667,0.654166666666667
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.85416667 0.8        0.8        0.81666667 0.81932773],0.690140845070423,0.616901408450704,0.806603773584905,0.900081234768481,0.924874791318865,0.897328881469115,0.678362573099415,0.682352941176471,0.689825119236884,0.597633136094674,0.545945945945946,0.620031796502385,0.80690737833595,0.808176100628931,0.806603773584906
svm_model_N16_B0_E16_nb_zones_12_lab_svd,16,0,16,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97202797 0.96503497 0.97202797 0.96503497 0.96853147],0.523012552301255,0.476987447698745,0.874737945492663,1,1,1,0.686813186813187,1,0.5,0.645892351274788,1,0.5,0.888681881695389,1,0.874737945492663
ensemble_model_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5862069  0.51785714 0.64285714 0.5       ],0.583333333333333,0.625,0.897368421052632,0.996466431095406,0.992957746478873,0.996478873239437,0.545454545454545,0.48,0.587826086956522,0.608695652173913,0.608695652173913,0.624347826086957,0.89544235924933,0.878947368421053,0.897368421052632
svm_model_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.64583333 0.58333333 0.5625     0.60869565],0.535211267605634,0.535211267605634,0.647368421052632,0.701754385964912,0.672268907563025,0.714285714285714,0.602409638554217,0.675675675675676,0.529014308426073,0.507462686567164,0.5,0.533783783783784,0.645502645502646,0.642105263157895,0.647368421052632
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.91958042 0.96153846 0.92657343 0.94755245 0.94405594],0.518828451882845,0.481171548117155,0.874737945492663,1,1,1,0.506437768240343,0.51304347826087,0.518618513323983,0.474576271186441,0.451612903225806,0.482328190743338,0.874144286466561,0.870020964360587,0.874737945492662
svm_model_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.73333333 0.67857143 0.64285714 0.67857143 0.78571429],0.51063829787234,0.48936170212766,0.669491525423729,0.786206896551724,0.802816901408451,0.78169014084507,0.530612244897959,0.565217391304348,0.511775362318841,0.5,0.48,0.49,0.677685950413223,0.689075630252101,0.669324139912375
ensemble_model_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.53571429 0.5        0.57142857 0.60714286],0.446808510638298,0.638297872340426,0.792372881355932,0.956521739130435,0.929577464788732,0.95774647887324,0.551724137931034,0.615384615384615,0.426739926739927,0.666666666666667,0.68,0.635454545454545,0.801619433198381,0.811475409836066,0.791702617198735
svm_model_N26_B137_E163_nb_zones_8_mscn_svdn,26,137,163,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.475      0.52631579 0.63157895 0.42105263 0.47368421],0.421875,0.484375,0.6125,0.727272727272727,0.75,0.71875,0.412698412698413,0.448275862068966,0.424137931034483,0.476190476190476,0.517241379310345,0.487192118226601,0.617283950617284,0.649350649350649,0.613831951181349
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdn,8,0,8,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.67132867 0.65734266 0.67832168 0.62587413 0.66549296],0.508333333333333,0.479166666666667,0.683438155136268,0.752908966461328,0.7703081232493,0.747198879551821,0.542635658914729,0.619469026548672,0.514458922723155,0.542124542124542,0.582677165354331,0.472754511880705,0.696787148594378,0.727463312368973,0.683438155136268
svm_model_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.75833333 0.775      0.81932773 0.76890756 0.78151261],0.518207282913165,0.490196078431373,0.729035639412998,0.851952770208901,0.785594639865997,0.863484087102178,0.537634408602151,0.561797752808989,0.51832904400226,0.515957446808511,0.541899441340782,0.490050844265897,0.7203893996755,0.69811320754717,0.729035639412998
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.65384615 0.66783217 0.65034965 0.64335664 0.64084507],0.5125,0.4375,0.656708595387841,0.702143385070214,0.665266106442577,0.717787114845938,0.592334494773519,0.732758620689655,0.51960511679644,0.505494505494506,0.556451612903226,0.433398220244716,0.657605854678515,0.659329140461216,0.656708595387841
ensemble_model_v2_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.65517241 0.53571429 0.46428571 0.60714286],0.479166666666667,0.666666666666667,0.836842105263158,0.925795053003534,0.922535211267606,0.926056338028169,0.489795918367347,0.461538461538462,0.480769230769231,0.636363636363636,0.636363636363636,0.664335664335664,0.835106382978723,0.826315789473684,0.836842105263158
ensemble_model_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.45833333 0.5        0.5625     0.60869565],0.563380281690141,0.619718309859155,0.836842105263158,0.983050847457627,0.974789915966386,0.983193277310924,0.617283950617284,0.714285714285714,0.56547619047619,0.658227848101266,0.722222222222222,0.618253968253968,0.843434343434343,0.878947368421053,0.836842105263158
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.96153846 0.96153846 0.96153846 0.94055944],0.514644351464435,0.485355648535565,0.874737945492663,1,1,1,0.679558011049724,1,0.5,0.653521126760563,1,0.5,0.888681881695389,1,0.874737945492663
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.96503497 0.94755245 0.95804196 0.94405594],0.516806722689076,0.483193277310924,0.874737945492663,0.999301187980433,0.998603351955307,0.999301675977654,0.681440443213296,1,0.5,0.651558073654391,1,0.5,0.888578088578089,0.99895178197065,0.874737945492662
ensemble_model_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.64285714 0.53571429 0.60714286 0.64285714],0.531914893617021,0.553191489361702,0.817796610169492,1,1,1,0.5,0.458333333333333,0.533514492753623,0.553191489361702,0.565217391304348,0.553442028985507,0.815450643776824,0.805084745762712,0.817796610169492
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.66083916 0.65734266 0.68181818 0.66083916 0.6584507 ],0.520833333333333,0.541666666666667,0.669287211740042,0.707070707070707,0.686274509803922,0.715686274509804,0.526748971193416,0.53781512605042,0.520973678727689,0.5703125,0.603305785123967,0.541148690881311,0.66525198938992,0.657232704402516,0.669287211740042
ensemble_model_v2_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.53571429 0.60714286 0.60714286 0.60714286],0.468085106382979,0.574468085106383,0.796610169491525,0.978723404255319,0.971830985915493,0.978873239436619,0.528301886792453,0.608695652173913,0.471014492753623,0.583333333333333,0.518518518518518,0.584259259259259,0.801652892561983,0.801652892561983,0.796478620194035
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svd,16,0,16,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.95833333 0.92708333 0.94055944 0.97202797 0.96503497],0.506329113924051,0.493670886075949,0.875786163522013,1,1,1,0.672268907563025,1,0.5,0.661016949152542,1,0.5,0.88951048951049,1,0.875786163522013
ensemble_model_N26_B137_E163_nb_zones_8_mscn_svdn,26,137,163,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.4        0.44736842 0.52631579 0.44736842 0.5       ],0.546875,0.40625,0.790625,1,1,1,0.553846153846154,0.5625,0.546875,0.40625,0.419354838709678,0.406647116324536,0.791277258566978,0.79874213836478,0.790675417008477
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.75347222 0.68181818 0.69230769 0.69230769 0.68881119],0.558823529411765,0.563025210084034,0.693920335429769,0.753775443204202,0.801675977653631,0.738128491620112,0.620938628158845,0.704918032786885,0.555045223289994,0.623188405797102,0.741379310344828,0.567410966647824,0.71868978805395,0.781970649895178,0.693920335429769
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95416667 0.95       0.95416667 0.94117647 0.94537815],0.50561797752809,0.514044943820225,0.809748427672956,0.988313856427379,0.989966555183946,0.988294314381271,0.56,0.592592592592593,0.499889110667554,0.536193029490617,0.598802395209581,0.51897791718151,0.815829528158295,0.842767295597484,0.809748427672956
svm_model_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.60344828 0.56896552 0.66071429 0.58928571],0.425531914893617,0.531914893617021,0.710526315789474,0.795986622073579,0.832167832167832,0.786713286713287,0.470588235294118,0.545454545454545,0.432727272727273,0.620689655172414,0.72,0.519090909090909,0.730392156862745,0.78421052631579,0.710526315789474
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.94055944 0.97552448 0.95104895 0.94055944 0.96126761],0.4875,0.5125,0.874213836477987,1,1,1,0.65546218487395,1,0.5,0.677685950413223,1,0.5,0.888268156424581,1,0.874213836477987
svm_model_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.7        0.6        0.55555556 0.61111111],0.59375,0.53125,0.6,0.485714285714286,0.354166666666667,0.625,0.315789473684211,0.2,0.570588235294118,0.285714285714286,0.1875,0.53125,0.418181818181818,0.291139240506329,0.596186904203782
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.79020979 0.76223776 0.82167832 0.78321678 0.8028169 ],0.479166666666667,0.504166666666667,0.867924528301887,0.99438202247191,0.991596638655462,0.994397759103642,0.481327800829876,0.483333333333333,0.479166666666667,0.525896414342629,0.55,0.504166666666667,0.868475991649269,0.872117400419287,0.867924528301887
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,1434,478,478,0.6,0.2,0.2, [0.76736111 0.77777778 0.78321678 0.81468531 0.83216783],0.375527426160338,0.459915611814346,0.84958071278826,0.992334494773519,0.99302649930265,0.992329149232915,0.417322834645669,0.417322834645669,0.372297780959198,0.46218487394958,0.5,0.46259842519685,0.851063829787234,0.859538784067086,0.84958071278826
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.88333333 0.8625     0.88235294 0.8697479  0.84453782],0.523809523809524,0.53781512605042,0.791404612159329,0.947630922693267,0.954773869346734,0.947236180904523,0.497041420118343,0.482758620689655,0.52280007537215,0.482758620689655,0.420765027322404,0.540842283776145,0.786021505376344,0.766247379454927,0.791404612159329
ensemble_model_v2_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.63333333 0.67857143 0.57142857 0.60714286],0.520833333333333,0.583333333333333,0.8125,0.986111111111111,0.986111111111111,0.986111111111111,0.581818181818182,0.666666666666667,0.520833333333333,0.583333333333333,0.583333333333333,0.583333333333333,0.817813765182186,0.841666666666667,0.8125
ensemble_model_v2_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.70833333 0.45833333 0.58333333 0.54347826],0.436619718309859,0.47887323943662,0.752631578947368,0.928870292887029,0.932773109243698,0.928571428571429,0.45945945945946,0.472222222222222,0.436111111111111,0.463768115942029,0.457142857142857,0.478571428571429,0.753926701570681,0.757894736842105,0.752631578947368
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.81092437 0.77731092 0.75630252 0.80672269 0.73305085],0.702777777777778,0.680555555555556,0.764675052410902,0.829194883370956,0.927609427609428,0.808922558922559,0.727735368956743,0.781420765027322,0.701444845790497,0.713216957605985,0.807909604519774,0.682643326850051,0.788506829957607,0.877358490566038,0.764675052410901
svm_model_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.425      0.44736842 0.71052632 0.68421053 0.5       ],0.578125,0.515625,0.634375,0.723004694835681,0.802083333333333,0.692708333333333,0.649350649350649,0.806451612903226,0.585043988269795,0.586666666666667,0.666666666666667,0.510752688172043,0.679452054794521,0.775,0.634375
ensemble_model_v2_N26_B137_E163_nb_zones_8_mscn_svdn,26,137,163, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.42105263 0.47368421 0.39473684 0.34210526 0.30555556],0.435483870967742,0.596774193548387,0.807692307692308,1,1,1,0.426229508196721,0.419354838709678,0.435483870967742,0.576271186440678,0.53125,0.598958333333333,0.805194805194805,0.789808917197452,0.807807684405178
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.79861111 0.81818182 0.79020979 0.82867133 0.8041958 ],0.491596638655462,0.554621848739496,0.872117400419287,0.988036593947924,0.980446927374302,0.988128491620112,0.48068669527897,0.462809917355372,0.492088719361447,0.56198347107438,0.581196581196581,0.555061100515646,0.871308016877637,0.865828092243187,0.872117400419287
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9125     0.925      0.95       0.94957983 0.90336134],0.480337078651685,0.539325842696629,0.801362683438155,0.974916387959866,0.974916387959866,0.974916387959866,0.519480519480519,0.543478260869565,0.478134479271992,0.572916666666667,0.63953488372093,0.542593528816987,0.807124681933842,0.831236897274633,0.801362683438155
ensemble_model_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.4        0.3        0.44444444 0.72222222 0.61111111],0.483870967741936,0.645161290322581,0.807692307692308,0.967032967032967,0.936170212765957,0.968085106382979,0.466666666666667,0.4375,0.485416666666667,0.702702702702703,0.68421052631579,0.633771929824561,0.810126582278481,0.780487804878049,0.809162821357943
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdne,26,0,26,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.94583333 0.94166667 0.93277311 0.94537815 0.96218487],0.529411764705882,0.53781512605042,0.809748427672956,0.97457627118644,0.963149078726968,0.974874371859296,0.436241610738255,0.367231638418079,0.528060263653484,0.421052631578947,0.333333333333333,0.53954802259887,0.794100964265457,0.733752620545073,0.809748427672956
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.75694444 0.78472222 0.74125874 0.77272727 0.76573427],0.531645569620253,0.544303797468354,0.741614255765199,0.810249307479224,0.815899581589958,0.808926080892608,0.581132075471698,0.675438596491228,0.536906290115533,0.619718309859155,0.715447154471545,0.537548138639281,0.752634219769192,0.786163522012579,0.741614255765199
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.925      0.93333333 0.91666667 0.90833333 0.95798319],0.52112676056338,0.554929577464789,0.811844863731656,0.973883740522325,0.964941569282137,0.974123539232053,0.559585492227979,0.63905325443787,0.526515874530763,0.594871794871795,0.623655913978495,0.551472927403448,0.817116658176261,0.840670859538784,0.811844863731656
ensemble_model_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.62068966 0.57142857 0.64285714 0.60714286],0.541666666666667,0.5,0.871052631578947,0.98932384341637,0.978873239436619,0.98943661971831,0.576923076923077,0.625,0.541666666666667,0.5,0.5,0.5,0.871391076115486,0.873684210526316,0.871052631578947
svm_model_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.5625     0.6375     0.64166667 0.63445378],0.507042253521127,0.526760563380282,0.676624737945493,0.768581081081081,0.759599332220367,0.771285475792988,0.538258575197889,0.542553191489362,0.504809529876417,0.502958579881657,0.508982035928144,0.525767613708753,0.675433982114676,0.672955974842767,0.676624737945493
svm_model_N40_B130_E170_nb_zones_6_mscn_svdn,40,130,170,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.64285714 0.57142857 0.5        0.5       ],0.48936170212766,0.51063829787234,0.792372881355932,0.985915492957746,0.985915492957746,0.985915492957746,0.428571428571429,0.375,0.491847826086957,0.530612244897959,0.433333333333333,0.540196078431373,0.789699570815451,0.736,0.795927927927928
svm_model_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.65517241 0.63793103 0.55357143 0.58928571 0.66071429],0.416666666666667,0.458333333333333,0.671052631578947,0.747330960854093,0.73943661971831,0.75,0.481481481481482,0.541666666666667,0.416666666666667,0.535714285714286,0.625,0.458333333333333,0.680306905370844,0.7,0.671052631578947
ensemble_model_v2_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.5        0.72222222 0.44444444 0.66666667],0.67741935483871,0.516129032258065,0.833333333333333,0.989247311827957,0.978723404255319,0.98936170212766,0.736842105263158,0.777777777777778,0.658119658119658,0.444444444444444,0.428571428571429,0.508403361344538,0.835443037974684,0.835443037974684,0.833305934571757
ensemble_model_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.57894737 0.57894737 0.47368421 0.5       ],0.5,0.71875,0.84375,1,1,1,0.5,0.592592592592593,0.512512512512513,0.742857142857143,0.702702702702703,0.721721721721722,0.846625766871166,0.8625,0.84375
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.90909091 0.89160839 0.9020979  0.87412587 0.89084507],0.545833333333333,0.55,0.837526205450734,0.935994494150034,0.952380952380952,0.934873949579832,0.662538699690402,0.856,0.532347826086957,0.63758389261745,0.826086956521739,0.56104347826087,0.85053037608486,0.924528301886792,0.837526205450734
svm_model_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.65789474 0.44736842 0.57894737 0.66666667],0.596774193548387,0.5,0.592948717948718,0.466165413533834,0.329787234042553,0.622340425531915,0.418604651162791,0.3,0.5875,0.392156862745098,0.333333333333333,0.494791666666667,0.440528634361234,0.324675324675325,0.58955285221108
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66433566 0.67832168 0.68181818 0.63986014 0.68881119],0.472803347280335,0.523012552301255,0.857966457023061,0.978336827393431,0.979020979020979,0.978321678321678,0.55,0.647058823529412,0.473529411764706,0.577777777777778,0.65,0.522478991596639,0.863200403836446,0.896226415094339,0.857966457023061
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.86554622 0.84453782 0.92016807 0.92436975 0.90677966],0.597222222222222,0.611111111111111,0.84538784067086,0.991596638655462,0.993265993265993,0.991582491582492,0.631043256997455,0.659574468085106,0.594322117763483,0.615384615384616,0.651162790697674,0.612815437902029,0.848484848484848,0.865828092243187,0.845387840670859
ensemble_model_v2_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.5862069  0.51785714 0.64285714 0.53571429],0.5625,0.604166666666667,0.871052631578947,0.967509025270758,0.943661971830986,0.96830985915493,0.432432432432432,0.444444444444444,0.538888888888889,0.688524590163934,0.7,0.572222222222222,0.869333333333333,0.857894736842105,0.871052631578947
ensemble_model_N40_B130_E170_nb_zones_6_mscn_svdn,40,130,170,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.46428571 0.5        0.39285714 0.46428571],0.638297872340426,0.48936170212766,0.826271186440678,1,1,1,0.585365853658537,0.571428571428571,0.631868131868132,0.4,0.307692307692308,0.510989010989011,0.816143497757847,0.771186440677966,0.826271186440678
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7125     0.77083333 0.725      0.77310924 0.75630252],0.587078651685393,0.556179775280899,0.729559748427673,0.835027365129007,0.892976588628762,0.823578595317726,0.56379821958457,0.539772727272727,0.58655303030303,0.518292682926829,0.472222222222222,0.557133838383838,0.734567901234568,0.748427672955975,0.729559748427673
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.74305556 0.74652778 0.77272727 0.74825175 0.70629371],0.481012658227848,0.506329113924051,0.853249475890985,0.97191011235955,0.96513249651325,0.9721059972106,0.577319587628866,0.672,0.469928571428572,0.577617328519856,0.714285714285714,0.517142857142857,0.859437751004016,0.89727463312369,0.853249475890985
ensemble_model_v2_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.60526316 0.60526316 0.60526316 0.55263158],0.650793650793651,0.507936507936508,0.813291139240506,0.967741935483871,0.947368421052632,0.968421052631579,0.56,0.538461538461538,0.634095634095634,0.474576271186441,0.4,0.521428571428571,0.8,0.756410256410256,0.812580128205128
ensemble_model_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.55       0.47368421 0.76315789 0.73684211 0.60526316],0.546875,0.578125,0.803125,0.963350785340314,0.958333333333333,0.963541666666667,0.613333333333333,0.605263157894737,0.533400809716599,0.571428571428571,0.580645161290323,0.578201368523949,0.808510638297872,0.806060606060606,0.803030303030303
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.87916667 0.85833333 0.8907563  0.89495798 0.81092437],0.456582633053221,0.518207282913165,0.776205450733753,0.948953974895398,0.949748743718593,0.948911222780569,0.42603550295858,0.404494382022472,0.456437135145314,0.5,0.480446927374302,0.5183133513276,0.772509323388386,0.759958071278826,0.776205450733753
ensemble_model_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.56896552 0.57142857 0.51785714 0.60714286],0.5625,0.604166666666667,0.894736842105263,1,1,1,0.553191489361702,0.52,0.564347826086956,0.577777777777778,0.565217391304348,0.602608695652174,0.893617021276596,0.884210526315789,0.894736842105263
svm_model_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.6        0.65       0.72222222 0.61111111],0.375,0.46875,0.65,0.791208791208791,0.75,0.802083333333333,0.333333333333333,0.454545454545455,0.393939393939394,0.451612903225807,0.583333333333333,0.491666666666667,0.631578947368421,0.676056338028169,0.652634910587118
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.72222222 0.6875     0.73076923 0.67832168 0.7027972 ],0.472573839662447,0.548523206751055,0.857966457023061,0.97293546148508,0.97768479776848,0.972803347280335,0.513618677042802,0.594594594594595,0.47983697983698,0.59622641509434,0.626984126984127,0.543221793221793,0.861946001018849,0.886792452830189,0.857966457023061
ensemble_model_v2_N40_B130_E170_nb_zones_6_mscn_svdn,40,130,170, zones, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.46428571 0.35714286 0.46428571 0.53571429 0.46428571],0.543478260869565,0.41304347826087,0.793103448275862,1,1,1,0.588235294117647,0.714285714285714,0.557142857142857,0.4,0.428571428571429,0.414285714285714,0.796610169491526,0.839285714285714,0.794642857142857
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdn,40,0,40,10, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.87916667 0.87083333 0.84583333 0.86134454 0.85714286],0.474719101123595,0.51685393258427,0.778825995807128,0.946655376799323,0.934782608695652,0.947324414715719,0.54054054054054,0.64327485380117,0.481096886360044,0.6,0.697297297297297,0.509467362098941,0.790882061446977,0.836477987421384,0.778825995807128
svm_model_N32_B134_E166_nb_zones_8_mscn_svdn,32,134,166,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.525      0.52631579 0.55263158 0.55263158 0.60526316],0.46875,0.5625,0.546875,0.643776824034335,0.78125,0.567708333333333,0.585365853658537,0.827586206896552,0.499507389162562,0.688888888888889,0.911764705882353,0.53921568627451,0.641975308641975,0.817610062893082,0.548556584241572
ensemble_model_v2_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.60526316 0.44736842 0.63157895 0.55263158],0.523809523809524,0.53968253968254,0.787974683544304,0.957894736842105,0.957894736842105,0.957894736842105,0.464285714285714,0.481481481481482,0.518518518518518,0.452830188679245,0.428571428571429,0.528571428571429,0.775919732441472,0.773333333333333,0.787269076305221
ensemble_model_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.4        0.45       0.44444444 0.5        0.55555556],0.612903225806452,0.580645161290323,0.833333333333333,0.989473684210526,1,0.98936170212766,0.5,0.4,0.60625,0.580645161290323,0.5,0.596153846153846,0.826666666666667,0.775,0.834868421052632
ensemble_model_v2_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.53448276 0.60714286 0.57142857 0.51785714],0.625,0.625,0.871052631578947,0.95373665480427,0.943661971830986,0.954225352112676,0.64,0.666666666666667,0.625,0.64,0.666666666666667,0.625,0.871391076115486,0.873684210526316,0.871052631578947
svm_model_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.6        0.7        0.44444444 0.5       ],0.5625,0.59375,0.6125,0.52054794520548,0.395833333333333,0.635416666666667,0.533333333333333,0.380952380952381,0.645021645021645,0.235294117647059,0.166666666666667,0.508333333333333,0.483333333333333,0.358024691358025,0.615721206438506
svm_model_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.60714286 0.46428571 0.64285714 0.60714286 0.64285714],0.58695652173913,0.456521739130435,0.560344827586207,0.482142857142857,0.385714285714286,0.585714285714286,0.627450980392157,0.64,0.581904761904762,0.468085106382979,0.5,0.458333333333333,0.514285714285714,0.461538461538462,0.561204013377926
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.87083333 0.88333333 0.8697479  0.85294118 0.83193277],0.507002801120448,0.504201680672269,0.776205450733753,0.9375,0.92964824120603,0.938023450586265,0.576923076923077,0.641711229946524,0.500267379679144,0.573493975903614,0.7,0.513101604278075,0.788089330024814,0.832285115303983,0.776205450733752
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.92857143 0.94117647 0.91176471 0.92436975 0.95378151],0.537604456824513,0.526462395543176,0.818658280922432,0.991610738255034,0.99327731092437,0.991596638655462,0.525714285714286,0.541176470588235,0.537784002489885,0.552631578947368,0.555555555555556,0.52483660130719,0.819979188345473,0.825995807127883,0.818658280922432
ensemble_model_v2_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200, zones, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.5        0.5        0.77777778 0.55555556],0.612903225806452,0.419354838709678,0.807692307692308,1,1,1,0.5,0.461538461538462,0.591880341880342,0.357142857142857,0.416666666666667,0.418859649122807,0.794520547945205,0.805555555555556,0.807539682539682
ensemble_model_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8,12, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.96527778 0.96180556 0.9375     0.97569444 0.94055944],0.497872340425532,0.502127659574468,0.876834381551363,1,1,1,0.432692307692308,0.420560747663551,0.491530373831776,0.497854077253219,0.453125,0.506936331775701,0.874933475252794,0.861635220125786,0.876834381551363
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32, zones, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.95       0.94166667 0.95416667 0.95833333 0.95378151],0.473239436619718,0.540845070422535,0.816037735849057,0.999164578111947,0.998330550918197,0.999165275459098,0.533665835411471,0.648484848484848,0.484768740031898,0.618266978922717,0.694736842105263,0.529186602870813,0.826666666666667,0.877358490566038,0.816037735849057
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.92916667 0.93333333 0.94537815 0.91176471 0.93277311],0.663865546218487,0.57703081232493,0.855345911949686,0.995808885163453,0.994974874371859,0.995812395309883,0.63855421686747,0.595505617977528,0.663674596698261,0.56231884057971,0.541899441340782,0.57712949595129,0.852406417112299,0.835429769392034,0.855345911949686
ensemble_model_N32_B134_E166_nb_zones_8_mscn_svdn,32,134,166,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.5        0.44736842 0.44736842 0.42105263],0.634920634920635,0.476190476190476,0.822784810126582,1,1,1,0.666666666666667,0.657142857142857,0.632142857142857,0.4,0.458333333333333,0.47275641025641,0.821656050955414,0.837662337662338,0.82315215648549
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.6993007  0.70629371 0.7027972  0.7027972  0.75      ],0.6,0.654166666666667,0.719601677148847,0.778331257783313,0.875350140056022,0.750700280112045,0.64963503649635,0.773913043478261,0.60695652173913,0.716723549488055,0.84,0.646086956521739,0.753796594569719,0.858490566037736,0.719601677148847
ensemble_model_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.35       0.5        0.5        0.44444444],0.709677419354839,0.612903225806452,0.865384615384615,1,1,1,0.608695652173913,0.875,0.763586956521739,0.625,0.714285714285714,0.621848739495798,0.859060402684564,0.927536231884058,0.871814092953523
svm_model_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.625      0.625      0.47916667 0.56521739],0.563380281690141,0.549295774647887,0.586842105263158,0.477777777777778,0.361344537815126,0.605042016806723,0.36734693877551,0.243243243243243,0.577503974562798,0.272727272727273,0.176470588235294,0.534181240063593,0.424908424908425,0.305263157894737,0.586842105263158
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.83193277 0.78991597 0.79831933 0.73529412 0.8220339 ],0.663888888888889,0.619444444444444,0.84538784067086,0.969396195202647,0.986531986531986,0.968855218855219,0.688946015424165,0.728260869565217,0.662425889328063,0.642297650130548,0.698863636363636,0.621170948616601,0.851085310449268,0.883647798742138,0.845387840670859
ensemble_model_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.67857143 0.71428571 0.71428571 0.57142857],0.574468085106383,0.531914893617021,0.805084745762712,0.971830985915493,0.971830985915493,0.971830985915493,0.583333333333333,0.583333333333333,0.574275362318841,0.521739130434783,0.5,0.532608695652174,0.805084745762712,0.798319327731092,0.805142569848452
ensemble_model_v2_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200, zones, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.4        0.44444444 0.66666667 0.33333333],0.612903225806452,0.580645161290323,0.83974358974359,1,1,1,0.6,0.45,0.679545454545455,0.551724137931034,0.470588235294118,0.592436974789916,0.836601307189543,0.761904761904762,0.846230158730159
ensemble_model_v2_N32_B134_E166_nb_zones_8_mscn_svdn,32,134,166, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.55       0.57894737 0.47368421 0.52631579 0.55263158],0.59375,0.34375,0.7875,1,1,1,0.580645161290323,0.580645161290323,0.593352883675464,0.3,0.28125,0.34375,0.78343949044586,0.773584905660377,0.787413570842611
ensemble_model_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.60416667 0.66666667 0.54166667 0.65217391],0.563380281690141,0.394366197183099,0.78421052631579,0.966101694915254,0.957983193277311,0.966386554621849,0.550724637681159,0.575757575757576,0.564194577352472,0.338461538461538,0.289473684210526,0.402312599681021,0.778378378378378,0.757894736842105,0.78421052631579
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93277311 0.92436975 0.94117647 0.92436975 0.92436975],0.493036211699164,0.484679665738162,0.80503144654088,0.99581589958159,1,0.995798319327731,0.59375,0.738888888888889,0.492349472377405,0.598698481561822,0.770949720670391,0.485474860335196,0.82319391634981,0.907756813417191,0.80503144654088
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16,12, low_bits_3, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.94791667 0.96180556 0.96527778 0.95833333 0.94055944],0.561702127659575,0.621276595744681,0.89937106918239,1,1,1,0.643598615916955,0.768595041322314,0.555350152240104,0.687719298245614,0.859649122807017,0.628171668841525,0.904572564612326,0.953878406708595,0.89937106918239
svm_model_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.56643357 0.55244755 0.57342657 0.5528169 ],0.516666666666667,0.458333333333333,0.614779874213837,0.638580931263858,0.605042016806723,0.657563025210084,0.495652173913043,0.495652173913043,0.515826086956522,0.462809917355372,0.448,0.458782608695652,0.597260273972603,0.571278825995807,0.614779874213836
ensemble_model_v2_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.46428571 0.60714286 0.67857143 0.64285714 0.78571429],0.58695652173913,0.521739130434783,0.814655172413793,0.985714285714286,0.985714285714286,0.985714285714286,0.612244897959184,0.6,0.585714285714286,0.607142857142857,0.708333333333333,0.513257575757576,0.824489795918367,0.848739495798319,0.813750278872611
svm_model_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.7        0.6        0.42857143 0.60714286 0.60714286],0.625,0.520833333333333,0.591666666666667,0.467289719626168,0.347222222222222,0.604166666666667,0.4375,0.333333333333333,0.592592592592593,0.378378378378378,0.291666666666667,0.520833333333333,0.443181818181818,0.333333333333333,0.585365853658537
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.89915966 0.90756303 0.90336134 0.91596639 0.94537815],0.484679665738162,0.47075208913649,0.80188679245283,0.997476871320437,0.996638655462185,0.997478991596639,0.493150684931507,0.497237569060774,0.484573840710162,0.483695652173913,0.5,0.470994475138122,0.803329864724246,0.809224318658281,0.80188679245283
svm_model_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.63157895 0.57894737 0.71052632 0.55263158],0.507936507936508,0.603174603174603,0.715189873417722,0.815217391304348,0.789473684210526,0.821052631578947,0.436363636363636,0.48,0.503157894736842,0.603174603174603,0.527777777777778,0.615740740740741,0.701986754966887,0.67948717948718,0.71474358974359
svm_model_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.55172414 0.5862069  0.64285714 0.55357143],0.468085106382979,0.574468085106383,0.586842105263158,0.471698113207547,0.34965034965035,0.608391608391608,0.193548387096774,0.136363636363636,0.448181818181818,0.375,0.24,0.597272727272727,0.429090909090909,0.310526315789474,0.586842105263158
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.89915966 0.92857143 0.90756303 0.94117647 0.92372881],0.580555555555556,0.558333333333333,0.833333333333333,0.993277310924369,0.994949494949495,0.993265993265993,0.603674540682415,0.625,0.579545454545455,0.57372654155496,0.607954545454545,0.559412055335968,0.83641975308642,0.852201257861635,0.833333333333333
svm_model_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.7        0.5        0.66666667 0.66666667],0.34375,0.71875,0.58125,0.531645569620253,0.4375,0.614583333333333,0.275862068965517,0.210526315789474,0.374493927125506,0.64,0.533333333333333,0.707843137254902,0.496240601503759,0.402439024390244,0.585834896810507
ensemble_model_N16_B0_E16_nb_zones_12_lab_svd,16,0,16,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97552448 0.97552448 0.95104895 0.97202797 0.97552448],0.497907949790795,0.502092050209205,0.874737945492663,1,1,1,0.664804469273743,1,0.5,0.668523676880223,1,0.5,0.888681881695389,1,0.874737945492663
ensemble_model_v2_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.54166667 0.625      0.60869565 0.52173913],0.513888888888889,0.569444444444444,0.81578947368421,0.982905982905983,0.974576271186441,0.983050847457627,0.520547945205479,0.655172413793103,0.536888532477947,0.626506024096385,0.604651162790698,0.560946271050521,0.82051282051282,0.842105263157895,0.81578947368421
ensemble_model_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.46666667 0.67857143 0.60714286 0.5        0.57142857],0.468085106382979,0.574468085106383,0.796610169491525,0.97841726618705,0.957746478873239,0.978873239436619,0.528301886792453,0.518518518518518,0.459259259259259,0.583333333333333,0.666666666666667,0.583333333333333,0.8,0.80672268907563,0.796523737700208
svm_model_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.71052632 0.5        0.71052632 0.44736842],0.587301587301587,0.587301587301587,0.835443037974684,1,1,1,0.648648648648649,0.705882352941176,0.577079107505071,0.617647058823529,0.724137931034483,0.5973630831643,0.843373493975904,0.886075949367089,0.835443037974683
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdn,8,0,8,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84965035 0.86363636 0.84965035 0.84965035 0.86013986],0.535564853556485,0.514644351464435,0.877882599580713,0.995810055865922,0.997202797202797,0.995804195804196,0.564705882352941,0.615384615384615,0.537200504413619,0.53968253968254,0.557377049180328,0.513731259632899,0.879834966477566,0.894129979035639,0.877882599580713
ensemble_model_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.96218487 0.93277311 0.95378151 0.94537815 0.9789916 ],0.520891364902507,0.45125348189415,0.80503144654088,0.997481108312343,0.998319327731092,0.997478991596639,0.544973544973545,0.572222222222222,0.520747982619491,0.480211081794195,0.508379888268156,0.451412166356301,0.809034907597536,0.825995807127883,0.80503144654088
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81118881 0.85314685 0.86363636 0.86363636 0.87762238],0.476987447698745,0.510460251046025,0.872641509433962,0.999301187980433,1,0.999300699300699,0.489795918367347,0.560747663551402,0.484919286321155,0.571428571428571,0.590909090909091,0.501062022090059,0.875320677270395,0.894129979035639,0.872641509433962
ensemble_model_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200,4, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.65       0.72222222 0.72222222 0.5        0.5       ],0.566666666666667,0.633333333333333,0.842105263157895,1,1,1,0.518518518518519,0.5,0.5625,0.685714285714286,0.666666666666667,0.625,0.844155844155844,0.833333333333333,0.842342342342342
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.71678322 0.7027972  0.72727273 0.73426573 0.68309859],0.5125,0.545833333333333,0.718553459119497,0.774800868935554,0.749299719887955,0.782212885154062,0.4,0.330508474576271,0.509516532370103,0.483412322274882,0.418032786885246,0.547999444290081,0.699496362618914,0.655136268343816,0.718553459119497
ensemble_model_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.60526316 0.60526316 0.60526316 0.60526316 0.5       ],0.564516129032258,0.596774193548387,0.817307692307692,0.972677595628415,0.946808510638298,0.973404255319149,0.557377049180328,0.566666666666667,0.564583333333333,0.657534246575343,0.727272727272727,0.587774294670846,0.820189274447949,0.828025477707006,0.817238545305116
ensemble_model_v2_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.42857143 0.35714286 0.28571429 0.46428571],0.617021276595745,0.574468085106383,0.834745762711864,0.993006993006993,1,0.992957746478873,0.625,0.625,0.616847826086957,0.583333333333333,0.636363636363636,0.578181818181818,0.836820083682008,0.854700854700855,0.834913452560511
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.94957983 0.94117647 0.92857143 0.92436975],0.590529247910864,0.610027855153203,0.84958071278826,1,1,1,0.56379821958457,0.539772727272727,0.589558494783905,0.6,0.573770491803279,0.610748882265276,0.847096430474161,0.833333333333333,0.84958071278826
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdne,4,0,4,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.78819444 0.76388889 0.75524476 0.79020979 0.77622378],0.489451476793249,0.510548523206751,0.75,0.829059829059829,0.811715481171548,0.832635983263598,0.521739130434783,0.507692307692308,0.487491013659238,0.477477477477478,0.495327102803738,0.509202012940331,0.746141564662054,0.734800838574423,0.75
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.84583333 0.81666667 0.87394958 0.83193277 0.82773109],0.585434173669468,0.596638655462185,0.833857442348008,0.979149291075897,0.983249581239531,0.979061976549414,0.647619047619048,0.777142857142857,0.589120879120879,0.660377358490566,0.769230769230769,0.593186813186813,0.844836025452766,0.90461215932914,0.833857442348008
ensemble_model_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.60344828 0.5862069  0.57142857 0.60714286],0.531914893617021,0.531914893617021,0.86578947368421,0.975265017667845,0.965034965034965,0.975524475524476,0.5,0.478260869565217,0.530797101449275,0.576923076923077,0.625,0.529891304347826,0.865435356200528,0.863157894736842,0.86578947368421
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.78321678 0.79020979 0.77972028 0.81468531 0.76056338],0.645833333333333,0.591666666666667,0.884696016771489,0.974323386537127,0.983193277310924,0.974089635854342,0.647302904564315,0.661016949152542,0.646082245068074,0.604838709677419,0.614754098360656,0.591275354265074,0.886010362694301,0.896226415094339,0.884696016771489
svm_model_N26_B137_E163_nb_zones_10_mscn_svdn,26,137,163,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5 0.5 0.5 0.5 0.5],0.513888888888889,0.472222222222222,0.5,0.668555240793201,1,0.504237288135593,0.678899082568807,0.973684210526316,0.486842105263158,0.641509433962264,1,0.5,0.665492957746479,0.994736842105263,0.5
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.79513889 0.83333333 0.7972028  0.82867133 0.81118881],0.476793248945148,0.556962025316456,0.876834381551363,0.995821727019499,0.99721059972106,0.99581589958159,0.560283687943262,0.652892561983471,0.472998005129667,0.623655913978495,0.75,0.56095041322314,0.882323485227842,0.923480083857442,0.876834381551363
ensemble_model_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.55263158 0.57894737 0.57894737 0.5       ],0.555555555555556,0.650793650793651,0.825949367088607,0.973262032085561,0.957894736842105,0.973684210526316,0.611111111111111,0.628571428571429,0.546428571428571,0.676470588235294,0.71875,0.649697580645161,0.831804281345566,0.839506172839506,0.825597242263909
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.77272727 0.72727273 0.77972028 0.75874126 0.76760563],0.541666666666667,0.4875,0.75,0.825962910128388,0.810924369747899,0.829131652661064,0.576923076923077,0.614754098360656,0.540427896637955,0.549450549450549,0.635593220338983,0.489927757710475,0.753488372093023,0.764150943396226,0.75
ensemble_model_v2_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.6        0.5        0.5        0.72222222],0.59375,0.53125,0.825,1,1,1,0.580645161290323,0.6,0.594117647058823,0.545454545454545,0.473684210526316,0.544534412955466,0.825,0.804878048780488,0.825515947467167
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.97202797 0.96153846 0.96153846 0.94405594 0.94014085],0.545833333333333,0.5125,0.881551362683438,1,1,1,0.664615384615385,0.9,0.545833333333333,0.633228840125392,0.841666666666667,0.5125,0.890926640926641,0.967505241090147,0.881551362683438
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.97222222 0.95804196 0.95454545 0.96853147 0.93356643],0.529411764705882,0.525210084033613,0.882075471698113,1,1,1,0.654320987654321,0.883333333333333,0.526412429378531,0.652307692307692,0.898305084745763,0.528319209039548,0.891878904372898,0.972746331236897,0.882075471698113
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26,10, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.86666667 0.8375     0.79583333 0.81932773 0.76470588],0.629213483146067,0.606741573033708,0.840146750524109,0.972972972972973,0.993311036789298,0.972408026755853,0.61849710982659,0.597765363128492,0.629391156140517,0.578313253012048,0.542372881355932,0.606381971404223,0.839389152185361,0.835429769392034,0.840146750524109
ensemble_model_v2_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.63157895 0.71052632 0.57894737 0.52631579],0.492063492063492,0.571428571428571,0.806962025316456,0.989473684210526,0.989473684210526,0.989473684210526,0.515151515151515,0.566666666666667,0.495454545454545,0.608695652173913,0.617647058823529,0.567444219066937,0.812307692307692,0.830188679245283,0.806814084845571
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svd,16,0,16,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.95104895 0.96503497 0.95804196 0.95104895],0.504201680672269,0.525210084033613,0.875262054507338,0.995108315863033,0.994413407821229,0.995111731843575,0.660919540229885,0.991379310344828,0.516181458451102,0.683473389355742,1,0.512931034482759,0.888576779026217,0.994758909853249,0.875262054507338
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.93333333 0.96638655 0.94957983 0.93697479 0.94117647],0.513966480446927,0.539106145251397,0.819182389937107,0.994957983193277,0.993288590604027,0.99496644295302,0.519337016574586,0.540229885057471,0.51468015992004,0.557640750670241,0.565217391304348,0.538355822088955,0.820779220779221,0.828092243186583,0.819182389937107
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.95833333 0.94583333 0.92016807 0.92016807 0.95798319],0.492997198879552,0.526610644257703,0.812368972746331,0.993322203672788,0.996649916247906,0.993299832495812,0.472303206997085,0.45,0.493361581920904,0.510144927536232,0.497175141242938,0.526365348399247,0.810180275715801,0.80083857442348,0.812368972746331
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdne,26,0,26,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.95416667 0.94957983 0.90756303 0.96638655],0.526610644257703,0.551820728291317,0.824947589098533,0.99581589958159,0.996649916247906,0.995812395309883,0.534435261707989,0.518716577540107,0.527005347593583,0.532163742690059,0.535294117647059,0.551069518716577,0.824210526315789,0.820754716981132,0.824947589098533
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.93706294 0.95104895 0.94405594 0.96830986],0.470833333333333,0.508333333333333,0.867400419287212,0.994413407821229,0.997198879551821,0.994397759103642,0.599369085173502,0.87962962962963,0.507996632996633,0.648809523809524,0.825757575757576,0.473063973063973,0.878657074340527,0.960167714884696,0.867400419287212
svm_model_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.64285714 0.53571429 0.57142857 0.67857143],0.48936170212766,0.595744680851064,0.75,0.885714285714286,0.873239436619718,0.887323943661972,0.52,0.565217391304348,0.490942028985507,0.677966101694915,0.714285714285714,0.567669172932331,0.763052208835341,0.778688524590164,0.7489933851021
ensemble_model_N26_B137_E163_nb_zones_10_mscn_svdn,26,137,163,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.39583333 0.54166667 0.43478261 0.41304348],0.375,0.541666666666667,0.794736842105263,1,1,1,0.415584415584416,0.432432432432432,0.373359073359073,0.547945205479452,0.571428571428571,0.542471042471042,0.797927461139896,0.810526315789474,0.794736842105263
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67482517 0.66433566 0.72377622 0.70979021 0.77272727],0.543933054393305,0.556485355648536,0.824947589098533,0.917647058823529,0.927272727272727,0.916783216783217,0.551440329218107,0.609090909090909,0.548731501057082,0.56198347107438,0.527131782945737,0.559020436927414,0.826943005181347,0.836477987421384,0.824947589098533
ensemble_model_v2_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.52631579 0.81578947 0.55263158 0.52631579],0.555555555555556,0.619047619047619,0.810126582278481,0.957446808510638,0.947368421052632,0.957894736842105,0.588235294117647,0.625,0.554435483870968,0.636363636363636,0.7,0.622727272727273,0.813664596273292,0.834394904458599,0.810279213235589
ensemble_model_v2_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.75862069 0.5862069  0.58928571 0.60714286 0.55357143],0.5,0.583333333333333,0.834210526315789,0.932862190812721,0.929577464788732,0.933098591549296,0.52,0.590909090909091,0.506993006993007,0.565217391304348,0.5,0.590909090909091,0.83377308707124,0.831578947368421,0.834210526315789
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.83916084 0.85664336 0.81118881 0.78321678 0.86619718],0.5125,0.545833333333333,0.864255765199161,0.977067407922168,0.984593837535014,0.976890756302521,0.580645161290323,0.663934426229508,0.509933314809669,0.594795539033457,0.677966101694915,0.547999444290081,0.869652742828385,0.905660377358491,0.864255765199161
svm_model_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.5625     0.64583333 0.69565217 0.65217391],0.583333333333333,0.555555555555556,0.652631578947368,0.672897196261682,0.610169491525424,0.703389830508475,0.482758620689655,0.411764705882353,0.574303405572755,0.555555555555555,0.526315789473684,0.557275541795666,0.616279069767442,0.557894736842105,0.652631578947368
svm_model_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.7        0.5        0.55555556 0.5       ],0.483870967741936,0.516129032258065,0.673076923076923,0.75,0.638297872340426,0.787234042553192,0.384615384615385,0.294117647058824,0.504201680672269,0.4,0.416666666666667,0.49780701754386,0.610687022900763,0.526315789473684,0.669407894736842
ensemble_model_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.56666667 0.53571429 0.60714286 0.5       ],0.541666666666667,0.5,0.795833333333333,0.979020979020979,0.972222222222222,0.979166666666667,0.421052631578947,0.347826086956522,0.533913043478261,0.478260869565217,0.392857142857143,0.521428571428571,0.784140969162996,0.723577235772358,0.797686053783615
svm_model_N40_B130_E170_nb_zones_8_mscn_svdn,40,130,170,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.63157895 0.5        0.39473684 0.57894737],0.492063492063492,0.46031746031746,0.534810126582278,0.65531914893617,0.810526315789474,0.573684210526316,0.627906976744186,0.794117647058823,0.466024340770791,0.585365853658537,0.8,0.475757575757576,0.635235732009926,0.80503144654088,0.533088971678084
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.7972028  0.76923077 0.79370629 0.77622378 0.77972028],0.497907949790795,0.493723849372385,0.746331236897275,0.825806451612903,0.805594405594406,0.83006993006993,0.333333333333333,0.260869565217391,0.489305750350631,0.385786802030457,0.306451612903226,0.501051893408135,0.72686230248307,0.675052410901468,0.746331236897275
svm_model_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.46428571 0.39285714 0.60714286 0.60714286],0.531914893617021,0.468085106382979,0.597457627118644,0.60655737704918,0.52112676056338,0.661971830985916,0.352941176470588,0.25,0.538043478260869,0.242424242424242,0.190476190476191,0.441391941391941,0.497354497354497,0.405172413793103,0.594252873563218
ensemble_model_v2_N26_B137_E163_nb_zones_10_mscn_svdn,26,137,163, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.52083333 0.5        0.45833333 0.34782609],0.464788732394366,0.422535211267606,0.792105263157895,1,1,1,0.486486486486487,0.580645161290323,0.477822580645161,0.438356164383562,0.4,0.425806451612903,0.794805194805195,0.805263157894737,0.792105263157895
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.8625     0.875      0.90833333 0.92916667 0.89495798],0.574647887323944,0.594366197183099,0.823899371069182,0.965575146935348,0.959933222036728,0.965776293823038,0.517571884984026,0.445054945054945,0.578018802007241,0.529411764705882,0.468208092485549,0.591246903385632,0.814364640883978,0.772536687631027,0.823899371069182
ensemble_model_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.45       0.4        0.55555556 0.61111111 0.61111111],0.67741935483871,0.419354838709678,0.82051282051282,1,1,1,0.705882352941176,0.8,0.68125,0.55,0.578947368421053,0.37280701754386,0.833333333333333,0.864197530864197,0.818765432098765
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.89583333 0.91666667 0.89495798 0.91596639 0.93277311],0.487394957983193,0.50140056022409,0.80293501048218,0.987363100252738,0.981574539363484,0.987437185929648,0.509383378016086,0.519125683060109,0.486574335782928,0.491428571428571,0.494252873563218,0.501224797437347,0.803141361256544,0.80398322851153,0.80293501048218
ensemble_model_v2_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.43333333 0.5        0.57142857 0.5        0.5       ],0.638297872340426,0.340425531914894,0.792372881355932,0.993006993006993,1,0.992957746478873,0.711864406779661,0.84,0.624545454545455,0.36734693877551,0.333333333333333,0.341666666666667,0.804780876494024,0.821138211382114,0.791100079142384
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81468531 0.81818182 0.87412587 0.86713287 0.7972028 ],0.493723849372385,0.443514644351464,0.776205450733753,0.879944482997918,0.886713286713287,0.879020979020979,0.529182879377432,0.56198347107438,0.492856142316851,0.461538461538462,0.483050847457627,0.444004762571789,0.780462724935733,0.79559748427673,0.776205450733753
ensemble_model_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.625      0.52083333 0.56521739 0.54347826],0.5,0.597222222222222,0.81578947368421,0.978723404255319,0.974576271186441,0.978813559322034,0.470588235294118,0.470588235294118,0.498452012383901,0.613333333333333,0.605263157894737,0.596749226006192,0.814814814814815,0.810526315789474,0.81578947368421
ensemble_model_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.39285714 0.39285714 0.57142857 0.46428571 0.53571429],0.478260869565217,0.608695652173913,0.814655172413793,0.992805755395684,0.985714285714286,0.992857142857143,0.478260869565217,0.478260869565217,0.478260869565217,0.590909090909091,0.541666666666667,0.611742424242424,0.812227074235808,0.794871794871795,0.814827201783723
ensemble_model_N40_B130_E170_nb_zones_8_mscn_svdn,40,130,170,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.525      0.57894737 0.55263158 0.47368421 0.63157895],0.5,0.5625,0.8125,1,1,1,0.542857142857143,0.542857142857143,0.495566502463054,0.611111111111111,0.6875,0.5625,0.820359281437126,0.840490797546012,0.811965143995936
svm_model_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.64583333 0.5625     0.66666667 0.54166667 0.625     ],0.5,0.571428571428571,0.58421052631579,0.436363636363636,0.3,0.6125,0.385964912280702,0.297297297297297,0.512285012285012,0.4,0.303030303030303,0.556920556920557,0.419117647058824,0.3,0.58421052631579
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.89930556 0.87762238 0.85664336 0.86013986 0.88461538],0.651260504201681,0.642857142857143,0.881027253668763,0.959781867757328,0.983240223463687,0.958798882681564,0.674509803921569,0.704918032786885,0.649872809496891,0.66403162055336,0.724137931034483,0.644855850763143,0.88506329113924,0.916142557651992,0.881027253668763
ensemble_model_v2_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.8        0.55       0.55       0.38888889 0.61111111],0.4375,0.53125,0.79375,1,1,1,0.55,0.611111111111111,0.412698412698413,0.634146341463415,0.8125,0.53125,0.813559322033898,0.878048780487805,0.791588492808005
ensemble_model_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.9375     0.975      0.91176471 0.89495798 0.90756303],0.467787114845938,0.523809523809524,0.811320754716981,1,1,1,0.391025641025641,0.32972972972973,0.473004399748586,0.455128205128205,0.412790697674419,0.519908862350723,0.801980198019802,0.764150943396226,0.811320754716981
ensemble_model_v2_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.46428571 0.46428571 0.53571429 0.57142857],0.58695652173913,0.521739130434783,0.814655172413793,0.985714285714286,0.985714285714286,0.985714285714286,0.595744680851064,0.666666666666667,0.593333333333333,0.45,0.45,0.513461538461538,0.81057268722467,0.828828828828829,0.815240860695406
ensemble_model_v2_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.625      0.54166667 0.625      0.54347826],0.549295774647887,0.535211267605634,0.821052631578947,0.987234042553192,0.974789915966386,0.987394957983193,0.58974358974359,0.58974358974359,0.544871794871795,0.507462686567164,0.53125,0.534855769230769,0.821052631578947,0.821052631578947,0.821052631578947
ensemble_model_v2_N40_B130_E170_nb_zones_8_mscn_svdn,40,130,170, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.52631579 0.47368421 0.44736842 0.47368421],0.555555555555556,0.412698412698413,0.794303797468354,1,1,1,0.548387096774194,0.566666666666667,0.556060606060606,0.412698412698413,0.382352941176471,0.415314401622718,0.793650793650794,0.786163522012579,0.794355646356608
ensemble_model_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.47916667 0.625      0.52083333 0.67391304],0.450704225352113,0.464788732394366,0.765789473684211,0.949579831932773,0.949579831932773,0.949579831932773,0.48,0.5,0.45,0.5,0.542857142857143,0.465873015873016,0.77120822622108,0.789473684210526,0.76578947368421
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7375     0.81666667 0.75416667 0.7605042  0.79831933],0.564606741573034,0.592696629213483,0.816037735849057,0.958230958230958,0.978260869565217,0.957357859531772,0.563380281690141,0.598802395209581,0.566596964800557,0.596100278551532,0.566137566137566,0.594446028577765,0.818604651162791,0.830188679245283,0.816037735849057
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.95454545 0.94405594 0.95804196 0.96153846 0.96830986],0.491666666666667,0.508333333333333,0.874213836477987,1,1,1,0.515873015873016,0.541666666666667,0.491666666666667,0.542635658914729,0.583333333333333,0.508333333333333,0.876160990712074,0.889937106918239,0.874213836477987
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.96666667 0.95833333 0.95798319 0.95378151 0.92016807],0.599439775910364,0.610644257703081,0.85062893081761,0.997489539748954,0.998324958123953,0.99748743718593,0.622691292875989,0.651933701657459,0.598694123556002,0.603988603988604,0.602272727272727,0.610528628829734,0.851948051948052,0.859538784067086,0.85062893081761
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.71875    0.76736111 0.72377622 0.72727273 0.74475524],0.59915611814346,0.611814345991561,0.854821802935011,0.938775510204082,0.96234309623431,0.937238493723849,0.532019704433498,0.453781512605042,0.599772112234724,0.549019607843137,0.474576271186441,0.611237715425153,0.852424080980288,0.838574423480084,0.854821802935011
svm_model_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.525      0.63157895 0.44736842 0.55263158 0.60526316],0.5,0.640625,0.596875,0.47887323943662,0.354166666666667,0.614583333333333,0.304347826086957,0.21875,0.5,0.488888888888889,0.366666666666667,0.624509803921569,0.446351931330472,0.329113924050633,0.593569307704329
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.8697479  0.85714286 0.89495798 0.88235294 0.88559322],0.533333333333333,0.502777777777778,0.810272536687631,0.987468671679198,0.994949494949495,0.987373737373737,0.522727272727273,0.522727272727273,0.533102766798419,0.455927051671732,0.407608695652174,0.504940711462451,0.807241746538871,0.794549266247379,0.810272536687631
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.94583333 0.95833333 0.9625     0.94583333 0.93697479],0.529577464788732,0.512676056338028,0.815513626834382,0.989983305509182,0.989983305509182,0.989983305509182,0.542465753424658,0.568965517241379,0.53033911221185,0.545931758530184,0.574585635359116,0.511430748714041,0.818930041152263,0.834381551362683,0.815513626834382
svm_model_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.6        0.60714286 0.57142857 0.53571429 0.64285714],0.531914893617021,0.595744680851064,0.584745762711864,0.528925619834711,0.450704225352113,0.598591549295775,0.45,0.375,0.535326086956522,0.595744680851064,0.518518518518518,0.609259259259259,0.528846153846154,0.450819672131148,0.589444923784872
svm_model_N32_B134_E166_nb_zones_10_mscn_svdn,32,134,166,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.64583333 0.45833333 0.64583333 0.56521739],0.47887323943662,0.549295774647887,0.563157894736842,0.657243816254417,0.781512605042017,0.592436974789916,0.618556701030928,0.789473684210526,0.455342902711324,0.627906976744186,0.818181818181818,0.566985645933014,0.643776824034335,0.789473684210526,0.563157894736842
svm_model_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.73684211 0.60526316 0.63157895 0.71052632 0.52777778],0.661290322580645,0.532258064516129,0.823717948717949,0.973262032085562,0.968085106382979,0.973404255319149,0.676923076923077,0.666666666666667,0.660919540229885,0.567164179104478,0.612903225806452,0.532258064516129,0.827586206896552,0.835443037974684,0.823565674831498
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.82916667 0.79583333 0.81092437 0.87394958 0.82773109],0.588235294117647,0.599439775910364,0.770440251572327,0.883280757097792,0.938023450586265,0.876046901172529,0.625954198473282,0.694915254237288,0.589124293785311,0.620689655172414,0.65,0.599011299435028,0.785083415112856,0.838574423480084,0.770440251572327
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdn,40,0,40,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.88235294 0.8907563  0.89915966 0.91596639 0.86016949],0.533333333333333,0.547222222222222,0.819182389937107,0.988175675675675,0.984848484848485,0.988215488215488,0.52,0.502762430939227,0.533504120497546,0.535612535612536,0.525139664804469,0.547100219142566,0.816976127320955,0.807127882599581,0.819182389937107
svm_model_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.85714286 0.82352941 0.82352941 0.82773109 0.85294118],0.52924791086351,0.532033426183844,0.758385744234801,0.88539741219963,0.805042016806723,0.895798319327731,0.549333333333333,0.559782608695652,0.528462732919255,0.543478260869565,0.571428571428571,0.532996894409938,0.747397260273973,0.714884696016772,0.758385744234801
ensemble_model_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.93006993 0.98251748 0.97552448 0.96853147 0.96478873],0.4875,0.5125,0.874213836477987,1,1,1,0.467532467532467,0.469565217391304,0.486782608695652,0.530120481927711,0.528,0.511826086956522,0.874213836477987,0.874213836477987,0.874213836477987
ensemble_model_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.68421053 0.5        0.5        0.42105263 0.55263158],0.555555555555556,0.634920634920635,0.832278481012658,0.989583333333333,1,0.989473684210526,0.533333333333333,0.484848484848485,0.559090909090909,0.566037735849057,0.5,0.628787878787879,0.826229508196721,0.79746835443038,0.832278481012658
ensemble_model_v2_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.625      0.66666667 0.60416667 0.54347826],0.52112676056338,0.563380281690141,0.792105263157895,0.941176470588235,0.941176470588235,0.941176470588235,0.514285714285714,0.529411764705882,0.521462639109698,0.586666666666667,0.594594594594595,0.562003179650239,0.793733681462141,0.8,0.792105263157895
svm_model_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.4        0.75       0.65       0.5        0.66666667],0.40625,0.53125,0.74375,0.924731182795699,0.895833333333333,0.927083333333333,0.457142857142857,0.571428571428571,0.424603174603175,0.482758620689655,0.5,0.527777777777778,0.738853503184713,0.763157894736842,0.744674185463659
ensemble_model_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.46666667 0.33333333 0.60714286 0.60714286 0.42857143],0.541666666666667,0.583333333333333,0.825,1,1,1,0.592592592592593,0.695652173913043,0.547826086956522,0.6,0.6,0.582608695652174,0.830645161290322,0.858333333333333,0.825
ensemble_model_N32_B134_E166_nb_zones_10_mscn_svdn,32,134,166,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.5        0.35416667 0.5        0.54347826],0.388888888888889,0.597222222222222,0.807894736842105,1,1,1,0.421052631578947,0.457142857142857,0.390733590733591,0.602739726027397,0.594594594594595,0.597297297297297,0.81038961038961,0.821052631578947,0.807894736842105
ensemble_model_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.60526316 0.52631579 0.65789474 0.63157895],0.587301587301587,0.507936507936508,0.791139240506329,0.952380952380952,0.947368421052632,0.952631578947368,0.59375,0.59375,0.587197580645161,0.415094339622641,0.379310344827586,0.498478701825558,0.784313725490196,0.769230769230769,0.790865384615385
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9125     0.89495798 0.90336134 0.94117647 0.89915966],0.505586592178771,0.491620111731844,0.807127882599581,0.992481203007519,0.996644295302013,0.99244966442953,0.549618320610687,0.577540106951872,0.502220345873597,0.528497409326425,0.596491228070175,0.496106576601933,0.813765182186235,0.842767295597484,0.807127882599581
ensemble_model_v2_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.36842105 0.57894737 0.47368421 0.55263158 0.44444444],0.516129032258065,0.580645161290323,0.804487179487179,0.972972972972973,0.957446808510638,0.973404255319149,0.5,0.576923076923077,0.52457264957265,0.59375,0.558823529411765,0.582983193277311,0.802588996763754,0.805194805194805,0.804496136774618
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.94957983 0.90336134 0.92436975 0.91596639 0.9279661 ],0.522222222222222,0.511111111111111,0.810272536687631,0.988175675675675,0.984848484848485,0.988215488215488,0.544973544973545,0.553763440860215,0.521134593993326,0.539267015706806,0.591954022988506,0.513718946978124,0.813786008230453,0.829140461215933,0.810272536687631
ensemble_model_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.6        0.66666667 0.66666667 0.61111111],0.580645161290323,0.548387096774194,0.82051282051282,0.989247311827957,0.978723404255319,0.98936170212766,0.606060606060606,0.555555555555556,0.585470085470085,0.533333333333333,0.571428571428571,0.550420168067227,0.82051282051282,0.810126582278481,0.820647706723656
svm_model_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.74137931 0.55172414 0.69642857 0.55357143 0.67857143],0.416666666666667,0.5,0.7,0.773722627737226,0.746478873239437,0.78169014084507,0.363636363636364,0.380952380952381,0.412698412698413,0.571428571428571,0.592592592592593,0.486772486772487,0.695187165775401,0.68421052631579,0.7
ensemble_model_v2_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.5        0.5        0.67857143 0.64285714 0.64285714],0.541666666666667,0.583333333333333,0.816666666666667,0.986111111111111,0.986111111111111,0.986111111111111,0.607142857142857,0.607142857142857,0.528571428571429,0.523809523809524,0.5,0.576923076923077,0.818181818181818,0.811475409836066,0.816754654070575
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.96153846 0.97552448 0.95104895 0.94366197],0.620833333333333,0.641666666666667,0.905660377358491,0.997897687456202,0.997198879551821,0.997899159663866,0.645914396887159,0.691666666666667,0.620833333333333,0.653225806451613,0.675,0.641666666666667,0.906832298136646,0.918238993710692,0.905660377358491
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdne,32,0,32,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.95798319 0.92857143 0.93277311 0.95798319 0.93644068],0.55,0.566666666666667,0.821278825995807,0.980590717299578,0.978114478114478,0.98063973063973,0.509090909090909,0.5,0.546875,0.556818181818182,0.510416666666667,0.570684523809524,0.817354043920729,0.79979035639413,0.821278825995807
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.92307692 0.96153846 0.96503497 0.92657343 0.93309859],0.525,0.533333333333333,0.879454926624738,0.997191011235955,0.994397759103642,0.997198879551821,0.508620689655172,0.504273504273504,0.524494475713988,0.521367521367521,0.495934959349593,0.534292265999583,0.878306878306878,0.870020964360587,0.879454926624738
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdne,4,0,4,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.92307692 0.91258741 0.94405594 0.96503497 0.91549296],0.479166666666667,0.516666666666667,0.870545073375262,0.995792426367462,0.994397759103642,0.995798319327731,0.444444444444444,0.40983606557377,0.480341761600445,0.504273504273504,0.5,0.516393442622951,0.868965517241379,0.858490566037736,0.870545073375262
ensemble_model_v2_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200, zones, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.55       0.72222222 0.61111111 0.55555556 0.66666667],0.5,0.466666666666667,0.789473684210526,0.989010989010989,0.978260869565217,0.989130434782608,0.545454545454545,0.6,0.5,0.555555555555556,0.666666666666667,0.466666666666667,0.8,0.842105263157895,0.789473684210526
ensemble_model_v2_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.68421053 0.63157895 0.52631579 0.73684211 0.61111111],0.564516129032258,0.5,0.807692307692308,0.98936170212766,0.98936170212766,0.98936170212766,0.619718309859155,0.733333333333333,0.569791666666667,0.586666666666667,0.647058823529412,0.484243697478992,0.820359281437126,0.867088607594937,0.806920927174092
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svd,16,0,16, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.93356643 0.96153846 0.96153846 0.97887324],0.525,0.495833333333333,0.876834381551363,1,1,1,0.625,0.766129032258065,0.516685205784205,0.598006644518272,0.775862068965517,0.504866518353726,0.884407279881948,0.942348008385744,0.876834381551363
ensemble_model_v2_N32_B134_E166_nb_zones_10_mscn_svdn,32,134,166, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.45833333 0.60416667 0.52083333 0.58333333 0.5       ],0.471428571428571,0.457142857142857,0.802631578947369,1,1,1,0.506666666666667,0.558823529411765,0.473856209150327,0.457142857142857,0.444444444444444,0.457516339869281,0.805194805194805,0.81578947368421,0.802631578947369
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.91666667 0.93333333 0.95378151 0.92436975 0.96218487],0.521008403361345,0.526610644257703,0.808700209643606,0.97893850042123,0.973199329983249,0.979061976549414,0.51830985915493,0.51685393258427,0.520996798694369,0.512968299711816,0.497206703910615,0.526693239595757,0.806776071995765,0.79874213836478,0.808700209643606
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.86713287 0.87062937 0.8951049  0.9020979  0.87323944],0.533333333333333,0.554166666666667,0.877882599580713,0.990182328190743,0.988795518207283,0.990196078431373,0.569230769230769,0.611570247933884,0.532675880269463,0.610909090909091,0.705882352941176,0.555420515313563,0.881183069862315,0.905660377358491,0.877882599580713
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.88888889 0.88461538 0.87062937 0.90559441 0.91258741],0.5,0.504201680672269,0.871593291404612,0.99442119944212,0.995810055865922,0.994413407821229,0.38974358974359,0.327586206896552,0.49576031656303,0.438095238095238,0.377049180327869,0.507490107405314,0.866775421424687,0.835429769392034,0.871593291404612
svm_model_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.47368421 0.57894737 0.57894737 0.55263158],0.515625,0.515625,0.775,0.948453608247423,0.958333333333333,0.947916666666667,0.537313432835821,0.5625,0.515625,0.507936507936508,0.484848484848485,0.516617790811339,0.777777777777778,0.782608695652174,0.774952146568225
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26, zones, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.94117647 0.95378151 0.96218487 0.96638655],0.533519553072626,0.488826815642458,0.815513626834382,0.998319327731092,0.996644295302013,0.998322147651007,0.552278820375335,0.585227272727273,0.534371878121878,0.498630136986301,0.5,0.488636363636364,0.817427385892116,0.825995807127883,0.815513626834382
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.95798319 0.96218487 0.97058824 0.95798319 0.93220339],0.538888888888889,0.55,0.825471698113208,0.995794785534062,0.996632996632997,0.995791245791246,0.574358974358974,0.632768361581921,0.540427896637955,0.588832487309645,0.633879781420765,0.548578308789479,0.831221490116574,0.859538784067086,0.825471698113208
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.94055944 0.91608392 0.94405594 0.94055944 0.8943662 ],0.566666666666667,0.533333333333333,0.879454926624738,0.990126939351199,0.983193277310924,0.990196078431373,0.570247933884298,0.547619047619048,0.567669172932331,0.508771929824561,0.508771929824561,0.532163742690059,0.878177966101695,0.868972746331237,0.879454926624738
ensemble_model_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.5862069  0.57142857 0.57142857 0.57142857],0.625,0.520833333333333,0.876315789473684,0.978723404255319,0.971830985915493,0.978873239436619,0.64,0.695652173913043,0.627826086956522,0.581818181818182,0.64,0.515652173913044,0.878552971576227,0.894736842105263,0.876315789473684
svm_model_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.53333333 0.57142857 0.64285714 0.5       ],0.5625,0.541666666666667,0.8,0.965034965034965,0.958333333333333,0.965277777777778,0.655737704918033,0.740740740740741,0.537037037037037,0.666666666666667,0.88,0.52695652173913,0.822222222222222,0.895161290322581,0.796718576195773
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.88194444 0.81818182 0.84265734 0.87412587 0.84265734],0.647058823529412,0.61344537815126,0.885744234800839,0.970873786407767,0.977653631284916,0.970670391061452,0.7,0.816666666666667,0.645621468926554,0.673758865248227,0.805084745762712,0.615042372881356,0.89121756487026,0.936058700209644,0.885744234800839
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.88541667 0.91258741 0.88111888 0.82517483 0.87762238],0.453781512605042,0.441176470588235,0.853249475890985,0.988169798190675,0.991620111731844,0.988128491620112,0.545454545454545,0.644628099173554,0.450519177791905,0.49811320754717,0.564102564102564,0.443208306844671,0.859154929577465,0.895178197064989,0.853249475890985
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.74475524 0.79370629 0.7972028  0.72377622 0.76760563],0.654166666666667,0.716666666666667,0.764675052410902,0.817848410757946,0.936974789915966,0.791316526610644,0.652719665271966,0.661016949152542,0.65427896637955,0.699115044247788,0.647540983606557,0.717838288413448,0.786292241789624,0.865828092243187,0.764675052410901
ensemble_model_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.6        0.5        0.5        0.44736842 0.63157895],0.5625,0.46875,0.784375,0.962962962962963,0.947916666666667,0.963541666666666,0.5,0.4375,0.5625,0.392857142857143,0.323529411764706,0.47843137254902,0.770764119601329,0.716049382716049,0.785239881231442
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.87083333 0.82083333 0.92016807 0.87394958 0.86554622],0.596638655462185,0.591036414565826,0.836477987421384,0.981757877280265,0.991624790619766,0.981574539363484,0.625,0.685714285714286,0.598351648351648,0.617801047120419,0.648351648351648,0.58989010989011,0.841784989858012,0.870020964360587,0.836477987421384
svm_model_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.6875     0.6875     0.6875     0.63043478 0.58695652],0.513888888888889,0.5,0.652631578947368,0.738197424892704,0.728813559322034,0.741525423728813,0.578313253012048,0.648648648648649,0.51003861003861,0.538461538461538,0.6,0.502702702702703,0.66497461928934,0.689473684210526,0.652631578947368
svm_model_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.625      0.6875     0.66666667 0.65217391],0.464788732394366,0.422535211267606,0.7,0.849785407725322,0.831932773109244,0.852941176470588,0.40625,0.393939393939394,0.460127591706539,0.388059701492537,0.342105263157895,0.428628389154705,0.686813186813187,0.657894736842105,0.7
svm_model_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.65789474 0.47368421 0.63157895 0.55263158 0.61111111],0.564516129032258,0.612903225806452,0.592948717948718,0.506493506493506,0.414893617021277,0.595744680851064,0.509090909090909,0.424242424242424,0.574190177638454,0.478260869565217,0.523809523809524,0.591173054587689,0.501960784313725,0.432432432432432,0.585118655240606
ensemble_model_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.5        0.5        0.53571429 0.35714286 0.57142857],0.583333333333333,0.541666666666667,0.8125,0.978723404255319,0.958333333333333,0.979166666666667,0.444444444444444,0.380952380952381,0.560846560846561,0.476190476190476,0.526315789473684,0.539019963702359,0.794520547945205,0.776785714285714,0.810267857142857
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.925      0.93697479 0.92436975 0.96218487],0.481792717086835,0.535014005602241,0.814989517819707,0.998327759197324,1,0.998324958123953,0.516971279373368,0.540983606557377,0.480261918221217,0.558510638297872,0.603448275862069,0.536696815526663,0.819437340153453,0.839622641509434,0.814989517819707
ensemble_model_v2_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.65517241 0.58928571 0.73214286 0.51785714],0.395833333333333,0.666666666666667,0.857894736842105,0.968641114982578,0.978873239436619,0.96830985915493,0.452830188679245,0.461538461538462,0.38986013986014,0.619047619047619,0.590909090909091,0.660839160839161,0.858638743455498,0.863157894736842,0.857894736842105
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95798319 0.93277311 0.94957983 0.96218487 0.96638655],0.532033426183844,0.523676880222841,0.820230607966457,0.996632996632997,0.994957983193277,0.996638655462185,0.596153846153846,0.751515151515152,0.54843798812871,0.61744966442953,0.711340206185567,0.507185254607935,0.832764505119454,0.895178197064989,0.820230607966457
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9625     0.95833333 0.96666667 0.95       0.96218487],0.538028169014084,0.52112676056338,0.824423480083857,0.999165971643036,1,0.999165275459098,0.556756756756757,0.595375722543353,0.539446103029918,0.525139664804469,0.516483516483517,0.521247538588579,0.826154644525169,0.834381551362683,0.824423480083857
ensemble_model_v2_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.47368421 0.5        0.47368421 0.47368421 0.5       ],0.53968253968254,0.555555555555556,0.813291139240506,0.989473684210526,0.989473684210526,0.989473684210526,0.567164179104478,0.59375,0.538810483870968,0.588235294117647,0.625,0.554435483870968,0.818461538461538,0.836477987421384,0.813143452309418
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.94405594 0.93706294 0.94755245 0.97202797 0.97183099],0.545833333333333,0.620833333333333,0.895178197064989,1,1,1,0.609318996415771,0.720338983050847,0.548694081689358,0.661710037174721,0.729508196721311,0.618991386496249,0.898785425101215,0.930817610062893,0.895178197064989
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.85763889 0.87152778 0.9020979  0.86013986 0.8951049 ],0.455696202531646,0.443037974683544,0.84958071278826,0.981969486823856,0.98744769874477,0.98186889818689,0.498054474708171,0.542372881355932,0.456060390257798,0.503759398496241,0.563025210084034,0.442529554194559,0.853944020356234,0.879454926624738,0.84958071278826
ensemble_model_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.60416667 0.60416667 0.60416667 0.56521739],0.563380281690141,0.47887323943662,0.802631578947369,0.969957081545064,0.949579831932773,0.970588235294118,0.607594936708861,0.666666666666667,0.561904761904762,0.54320987654321,0.628571428571429,0.480952380952381,0.809160305343512,0.836842105263158,0.802631578947368
ensemble_model_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.60416667 0.625      0.64583333 0.63043478 0.69565217],0.513888888888889,0.569444444444444,0.789473684210526,0.94017094017094,0.932203389830508,0.940677966101695,0.507042253521127,0.5,0.513888888888889,0.597402597402598,0.638888888888889,0.569444444444444,0.790575916230366,0.794736842105263,0.789473684210526
ensemble_model_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.47368421 0.5        0.44736842 0.65789474],0.507936507936508,0.666666666666667,0.832278481012658,0.994764397905759,1,0.994736842105263,0.507936507936508,0.457142857142857,0.514285714285714,0.60377358490566,0.516129032258065,0.664314516129032,0.827361563517915,0.788819875776398,0.833119615307554
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,1428,476,476,0.6,0.2,0.2, [0.95104895 0.96153846 0.95804196 0.94755245 0.95422535],0.483333333333333,0.520833333333333,0.873165618448637,0.997900629811057,0.99859943977591,0.997899159663866,0.626506024096386,0.88135593220339,0.489858293970547,0.656716417910448,0.901639344262295,0.514378994165046,0.884541984732824,0.971698113207547,0.873165618448637
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.91958042 0.96153846 0.97552448 0.95804196 0.97202797],0.523012552301255,0.577405857740586,0.885220125786164,0.997198879551821,0.995804195804196,0.997202797202797,0.604166666666667,0.68503937007874,0.512162542182227,0.613026819923372,0.714285714285714,0.58548931383577,0.889226100151745,0.921383647798742,0.885220125786164
ensemble_model_v2_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.64285714 0.42857143 0.5        0.67857143],0.51063829787234,0.51063829787234,0.805084745762712,1,1,1,0.465116279069767,0.5,0.509259259259259,0.439024390243902,0.45,0.502777777777778,0.79646017699115,0.810810810810811,0.805405405405406
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.92657343 0.92307692 0.93706294 0.91958042 0.91901408],0.4875,0.491666666666667,0.865303983228511,0.991608391608392,0.992997198879552,0.991596638655462,0.443438914027149,0.422413793103448,0.485400444938821,0.474137931034483,0.443548387096774,0.493325917686318,0.863515666489644,0.852201257861635,0.865303983228511
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93277311 0.89495798 0.92016807 0.8697479  0.88655462],0.674094707520891,0.610027855153203,0.861111111111111,0.993288590604027,0.994957983193277,0.99327731092437,0.656891495601173,0.658823529411765,0.673327108621226,0.625668449197861,0.619047619047619,0.60952380952381,0.861038280020975,0.860587002096436,0.861111111111111
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.96180556 0.96875    0.94791667 0.93402778 0.94405594],0.459574468085106,0.463829787234043,0.867400419287212,1,1,1,0.531365313653137,0.654545454545455,0.471272727272727,0.553191489361702,0.624,0.452909090909091,0.87292817679558,0.910901467505241,0.867400419287212
svm_model_N26_B137_E163_nb_zones_12_mscn_svdn,26,137,163,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.44827586 0.5        0.48275862 0.48214286 0.58928571],0.425531914893617,0.446808510638298,0.631578947368421,0.730650154798762,0.825174825174825,0.695804195804196,0.425531914893617,0.555555555555556,0.450191570881226,0.551724137931034,0.551724137931034,0.414750957854406,0.672897196261682,0.757894736842105,0.631578947368421
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.87847222 0.89236111 0.88111888 0.90559441 0.8986014 ],0.645569620253165,0.611814345991561,0.895702306079665,0.984016678248784,0.98744769874477,0.983960948396095,0.6,0.594339622641509,0.640681261702434,0.629032258064516,0.595419847328244,0.613747659513179,0.895097522403795,0.889937106918239,0.895702306079664
ensemble_model_v2_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.47368421 0.5        0.57894737 0.47368421],0.571428571428571,0.603174603174603,0.835443037974684,1,1,1,0.490566037735849,0.433333333333333,0.565151515151515,0.590163934426229,0.580645161290323,0.602822580645161,0.828947368421053,0.807692307692308,0.835096153846154
ensemble_model_v2_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.47916667 0.54166667 0.5625     0.65217391],0.605633802816901,0.535211267605634,0.818421052631579,0.966386554621849,0.966386554621849,0.966386554621849,0.641025641025641,0.641025641025641,0.60176282051282,0.492307692307692,0.5,0.532051282051282,0.818897637795276,0.821052631578947,0.818421052631579
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9        0.93697479 0.89915966 0.94537815 0.92857143],0.639664804469274,0.645251396648045,0.860587002096436,0.991596638655462,0.98993288590604,0.991610738255034,0.657824933687003,0.708571428571428,0.641170960187354,0.671834625322997,0.710382513661202,0.64376268540203,0.863868986693961,0.884696016771489,0.860587002096436
ensemble_model_v2_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.5625     0.52083333 0.625      0.52083333 0.47916667],0.557142857142857,0.6,0.836842105263158,0.987341772151899,0.975,0.9875,0.537313432835821,0.514285714285714,0.557142857142857,0.44,0.314285714285714,0.6,0.824858757062147,0.768421052631579,0.836842105263158
svm_model_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.66666667 0.47916667 0.60416667 0.52173913],0.563380281690141,0.535211267605634,0.581578947368421,0.475138121546961,0.361344537815126,0.600840336134454,0.36734693877551,0.257142857142857,0.559126984126984,0.4,0.305555555555556,0.538492063492063,0.442105263157895,0.331578947368421,0.581578947368421
ensemble_model_N26_B137_E163_nb_zones_12_mscn_svdn,26,137,163,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.4137931  0.43103448 0.53571429 0.41071429 0.51785714],0.458333333333333,0.395833333333333,0.855263157894737,1,1,1,0.434782608695652,0.454545454545455,0.458041958041958,0.431372549019608,0.423076923076923,0.393356643356643,0.855643044619423,0.857894736842105,0.855263157894737
svm_model_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.39473684 0.65789474 0.57894737 0.71052632 0.47368421],0.555555555555556,0.682539682539683,0.806962025316456,0.93048128342246,0.91578947368421,0.931578947368421,0.5625,0.529411764705882,0.557809330628803,0.705882352941176,0.705882352941176,0.68052738336714,0.808777429467085,0.791411042944785,0.807470227354746
svm_model_N40_B130_E170_nb_zones_10_mscn_svdn,40,130,170,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.64583333 0.5        0.5        0.5       ],0.47887323943662,0.535211267605634,0.555263157894737,0.647686832740213,0.764705882352941,0.584033613445378,0.493150684931507,0.5,0.478571428571429,0.535211267605634,0.542857142857143,0.53531746031746,0.602352941176471,0.673684210526316,0.555263157894737
svm_model_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.70689655 0.62068966 0.63793103 0.60714286 0.60714286],0.468085106382979,0.574468085106383,0.705263157894737,0.752767527675277,0.713286713286713,0.765734265734266,0.509803921568627,0.52,0.464545454545455,0.523809523809524,0.5,0.57,0.692307692307692,0.663157894736842,0.705263157894737
svm_model_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.57142857 0.60714286 0.57142857 0.53571429],0.595744680851064,0.51063829787234,0.707627118644068,0.784,0.690140845070423,0.809859154929577,0.577777777777778,0.5,0.607142857142857,0.465116279069767,0.357142857142857,0.546992481203008,0.676056338028169,0.576,0.715927927927928
svm_model_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.65384615 0.65734266 0.66083916 0.67132867],0.485355648535565,0.489539748953975,0.679245283018868,0.725093632958802,0.676923076923077,0.743356643356643,0.438356164383562,0.421052631578947,0.482526315789474,0.450450450450451,0.4,0.493859649122807,0.655405405405405,0.610062893081761,0.679245283018868
ensemble_model_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.625      0.52083333 0.5625     0.60869565],0.52112676056338,0.619718309859155,0.818421052631579,0.965811965811966,0.949579831932773,0.966386554621849,0.514285714285714,0.514285714285714,0.521031746031746,0.608695652173913,0.583333333333333,0.620238095238095,0.815013404825737,0.8,0.818421052631579
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.77272727 0.75174825 0.77272727 0.77272727 0.75174825],0.665271966527197,0.640167364016736,0.877882599580713,0.954821308159137,0.99020979020979,0.953146853146853,0.67741935483871,0.724137931034483,0.666947014297729,0.674242424242424,0.723577235772358,0.637650686851696,0.883208020050125,0.923480083857442,0.877882599580713
ensemble_model_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.68421053 0.60526316 0.5        0.55263158 0.69444444],0.548387096774194,0.629032258064516,0.830128205128205,0.989473684210526,1,0.98936170212766,0.461538461538462,0.428571428571429,0.53781512605042,0.566037735849057,0.46875,0.634375,0.820338983050847,0.785714285714286,0.829566003616636
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.93333333 0.9375     0.9625     0.93333333 0.92016807],0.535211267605634,0.535211267605634,0.823899371069182,0.994983277591973,0.993322203672788,0.994991652754591,0.578005115089514,0.624309392265193,0.533419063948689,0.566929133858268,0.620689655172414,0.536864164602781,0.829268292682927,0.855345911949686,0.823899371069182
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.92013889 0.86713287 0.90559441 0.89160839 0.86363636],0.579831932773109,0.533613445378151,0.863731656184486,0.966461327857632,0.986033519553073,0.965782122905028,0.62406015037594,0.67479674796748,0.576528808766348,0.54320987654321,0.573913043478261,0.534924001413927,0.868020304568528,0.896226415094339,0.863731656184486
ensemble_model_v2_N26_B137_E163_nb_zones_12_mscn_svdn,26,137,163, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.46551724 0.39285714 0.55357143 0.55357143],0.4375,0.458333333333333,0.860526315789474,1,1,1,0.490566037735849,0.619047619047619,0.457671957671958,0.48,0.444444444444444,0.46031746031746,0.863049095607235,0.878947368421053,0.860526315789473
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.97202797 0.97902098 0.94405594 0.95454545 0.95070423],0.545833333333333,0.4875,0.877882599580713,0.999299229152067,0.99859943977591,0.999299719887955,0.572549019607843,0.651785714285714,0.552455357142857,0.559139784946237,0.609375,0.478794642857143,0.881183069862315,0.905660377358491,0.877882599580713
ensemble_model_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.63333333 0.60714286 0.53571429 0.67857143 0.57142857],0.531914893617021,0.617021276595745,0.826271186440678,0.992907801418439,0.985915492957746,0.992957746478873,0.476190476190476,0.526315789473684,0.531015037593985,0.625,0.517241379310345,0.647509578544061,0.822510822510822,0.798319327731092,0.826510091215974
ensemble_model_N40_B130_E170_nb_zones_10_mscn_svdn,40,130,170,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.5625     0.4375     0.45833333 0.43478261],0.577464788732394,0.563380281690141,0.839473684210526,1,1,1,0.583333333333333,0.617647058823529,0.579093799682035,0.586666666666667,0.594594594594595,0.562003179650239,0.841558441558441,0.852631578947368,0.839473684210526
ensemble_model_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.56896552 0.64285714 0.57142857 0.625     ],0.583333333333333,0.604166666666667,0.876315789473684,0.971631205673759,0.964788732394366,0.971830985915493,0.6,0.714285714285714,0.597883597883598,0.688524590163935,0.777777777777778,0.579365079365079,0.880407124681934,0.910526315789474,0.876315789473684
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.94957983 0.96638655 0.92857143 0.93697479 0.95338983],0.511111111111111,0.558333333333333,0.824423480083857,1,1,1,0.519125683060109,0.516304347826087,0.510993083003952,0.54957507082153,0.551136363636364,0.558176877470356,0.824331410592554,0.823899371069182,0.824423480083857
ensemble_model_v2_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200, zones, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.675      0.63157895 0.52631579 0.36842105 0.44736842],0.546875,0.515625,0.809375,0.994818652849741,1,0.994791666666667,0.579710144927536,0.645161290322581,0.549853372434018,0.523076923076923,0.53125,0.515625,0.813455657492355,0.836477987421384,0.809543341536779
ensemble_model_v2_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.52083333 0.41666667 0.41666667 0.58695652],0.535211267605634,0.535211267605634,0.81578947368421,0.983193277310924,0.983193277310924,0.983193277310924,0.507462686567164,0.485714285714286,0.53452380952381,0.476190476190476,0.416666666666667,0.536904761904762,0.809782608695652,0.78421052631579,0.81578947368421
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40, zones, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95416667 0.94537815 0.96218487 0.93697479 0.93697479],0.525139664804469,0.502793296089386,0.817610062893082,1,1,1,0.532967032967033,0.532967032967033,0.525006243756244,0.516304347826087,0.539772727272727,0.503402847152847,0.819126819126819,0.825995807127883,0.817610062893082
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.83613445 0.82773109 0.81092437 0.83613445 0.77966102],0.616666666666667,0.613888888888889,0.837002096436059,0.972039473684211,0.994949494949495,0.971380471380471,0.655,0.71978021978022,0.6155080874182,0.663438256658596,0.769662921348315,0.615600691443388,0.846722523410547,0.90041928721174,0.837002096436059
ensemble_model_v2_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.35714286 0.64285714 0.53571429 0.67857143],0.531914893617021,0.595744680851064,0.826271186440678,1,1,1,0.476190476190476,0.434782608695652,0.529891304347826,0.595744680851064,0.666666666666667,0.602564102564102,0.822510822510822,0.826086956521739,0.826266618756737
svm_model_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.46551724 0.48214286 0.48214286 0.60714286],0.520833333333333,0.604166666666667,0.713157894736842,0.721991701244813,0.612676056338028,0.764084507042253,0.41025641025641,0.296296296296296,0.552910052910053,0.536585365853658,0.523809523809524,0.595238095238095,0.660436137071651,0.557894736842105,0.713157894736842
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.79583333 0.7625     0.79831933 0.81512605 0.76890756],0.638655462184874,0.61344537815126,0.84538784067086,0.976859504132231,0.989949748743718,0.976549413735343,0.664935064935065,0.688172043010753,0.63648368232409,0.629032258064516,0.68421052631579,0.616298811544991,0.850025419420437,0.876310272536688,0.84538784067086
svm_model_N4_B48_E52_nb_zones_4_lab_svd,4,48,52,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.89583333 0.86458333 0.89583333 0.9375    ],0.53125,0.525,0.7825,0.951781970649895,0.945833333333333,0.952083333333333,0.619289340101523,0.782051282051282,0.537367104440275,0.604166666666667,0.743589743589744,0.530331457160725,0.799076212471132,0.873737373737374,0.783403340334033
ensemble_model_v2_N40_B130_E170_nb_zones_10_mscn_svdn,40,130,170, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.5        0.52083333 0.65217391 0.41304348],0.625,0.458333333333333,0.826315789473684,1,1,1,0.63013698630137,0.676470588235294,0.627708978328173,0.450704225352113,0.421052631578947,0.460526315789474,0.826315789473684,0.826315789473684,0.826315789473684
svm_model_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.6875     0.58333333 0.625      0.65217391],0.549295774647887,0.492957746478873,0.702631578947368,0.803493449781659,0.773109243697479,0.810924369747899,0.58974358974359,0.676470588235294,0.554451510333863,0.538461538461538,0.567567567567568,0.48966613672496,0.706493506493506,0.715789473684211,0.702631578947368
ensemble_model_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95416667 0.95378151 0.94957983 0.94117647 0.96218487],0.516759776536313,0.502793296089386,0.813941299790356,0.996644295302013,0.996644295302013,0.996644295302013,0.457680250783699,0.414772727272727,0.515078671328671,0.436708860759494,0.379120879120879,0.504901348651349,0.805692391899288,0.771488469601677,0.813941299790356
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.96527778 0.9375     0.93706294 0.95104895 0.95804196],0.476793248945148,0.485232067510549,0.865303983228511,0.992280701754386,0.9860529986053,0.992329149232915,0.511811023622047,0.541666666666667,0.475961538461538,0.530769230769231,0.58974358974359,0.486538461538462,0.867457452294997,0.881551362683438,0.865303983228511
ensemble_model_v2_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.55172414 0.625      0.625      0.64285714],0.520833333333333,0.645833333333333,0.855263157894737,0.947368421052632,0.950704225352113,0.947183098591549,0.51063829787234,0.545454545454545,0.522727272727273,0.638297872340426,0.576923076923077,0.652097902097902,0.854881266490765,0.852631578947368,0.855263157894737
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.96527778 0.95454545 0.96853147 0.96153846 0.94405594],0.466386554621849,0.508403361344538,0.870545073375262,0.997906489881368,0.998603351955307,0.997905027932961,0.636103151862464,0.965217391304348,0.482608695652174,0.674094707520891,0.983739837398374,0.491869918699187,0.884633348902382,0.992662473794549,0.870545073375262
svm_model_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.55263158 0.68421053 0.55263158 0.52631579],0.476190476190476,0.46031746031746,0.582278481012658,0.640883977900552,0.610526315789474,0.657894736842105,0.547945205479452,0.571428571428571,0.464285714285714,0.5,0.515151515151515,0.457575757575758,0.590062111801242,0.582822085889571,0.5822607161474
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,1434,478,478,0.6,0.2,0.2, [0.92708333 0.94444444 0.94755245 0.92657343 0.96503497],0.556962025316456,0.464135021097046,0.875262054507338,0.995810055865922,0.99442119944212,0.99581589958159,0.588235294117647,0.590551181102362,0.55436649964209,0.501960784313726,0.581818181818182,0.472011453113815,0.877445932028836,0.893081761006289,0.875262054507338
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.91596639 0.92016807 0.93277311 0.93277311 0.90254237],0.502777777777778,0.558333333333333,0.818658280922432,0.993277310924369,0.994949494949495,0.993265993265993,0.546835443037975,0.603351955307263,0.503333436217167,0.613138686131387,0.696132596685083,0.557563505046452,0.826653306613226,0.864779874213837,0.818658280922432
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.95       0.92857143 0.92016807 0.93277311],0.557422969187675,0.481792717086835,0.818658280922432,0.997485331098072,0.996649916247906,0.99748743718593,0.606965174129353,0.674033149171271,0.555766574585635,0.556354916067146,0.659090909090909,0.48424158714214,0.828031809145129,0.873165618448637,0.818658280922432
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdne,8,0,8,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.84615385 0.88811189 0.84615385 0.8986014  0.86619718],0.595833333333333,0.570833333333333,0.835429769392034,0.917748917748918,0.890756302521008,0.920168067226891,0.616600790513834,0.690265486725664,0.601038255173855,0.611320754716981,0.637795275590551,0.566685248414745,0.835084033613445,0.833333333333333,0.835429769392034
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83916084 0.80769231 0.83216783 0.84265734 0.81118881],0.644351464435146,0.539748953974895,0.868972746331237,0.962354551676934,0.983216783216783,0.961538461538461,0.66403162055336,0.736842105263158,0.648421052631579,0.563492063492063,0.568,0.538385964912281,0.872838250254323,0.89937106918239,0.868972746331237
ensemble_model_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200,10, mscn, svd,240,80,80,0.6,0.2,0.2, [0.4375     0.54166667 0.66666667 0.47916667 0.4375    ],0.457142857142857,0.585714285714286,0.810526315789474,0.979253112033195,0.983333333333333,0.979166666666667,0.525,0.552631578947368,0.448190789473684,0.579710144927536,0.625,0.588815789473684,0.815384615384616,0.836842105263158,0.810526315789474
ensemble_model_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.56896552 0.55172414 0.55357143 0.5       ],0.595744680851064,0.51063829787234,0.889473684210526,1,1,1,0.641509433962264,0.708333333333333,0.593297101449275,0.51063829787234,0.521739130434783,0.510869565217391,0.89119170984456,0.905263157894737,0.889473684210526
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.95454545 0.96153846 0.91958042 0.95454545 0.94014085],0.508333333333333,0.483333333333333,0.869496855345912,0.995087719298246,0.992997198879552,0.995098039215686,0.575539568345324,0.683760683760684,0.512612049197415,0.563380281690141,0.650406504065041,0.479049405878674,0.874685455460493,0.910901467505241,0.869496855345912
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8,12, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.85069444 0.83680556 0.85069444 0.85069444 0.86013986],0.523404255319149,0.527659574468085,0.816561844863732,0.90986515259049,0.891515994436718,0.911682892906815,0.5625,0.590163934426229,0.520745684027274,0.531645569620253,0.557522123893805,0.528761061946903,0.815983175604627,0.813417190775681,0.816561844863732
svm_model_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.60416667 0.6875     0.64583333 0.56521739],0.47887323943662,0.492957746478873,0.647368421052632,0.731277533039648,0.697478991596639,0.743697478991597,0.430769230769231,0.4,0.477777777777778,0.4375,0.388888888888889,0.494444444444444,0.623595505617977,0.58421052631579,0.647368421052632
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,1188,396,396,0.6,0.2,0.2, [0.94957983 0.93697479 0.94117647 0.93697479 0.91949153],0.522222222222222,0.472222222222222,0.808176100628931,0.996644295302013,1,0.996632996632997,0.47239263803681,0.423076923076923,0.52333621434745,0.431137724550898,0.404494382022472,0.471477960242005,0.802375809935205,0.778825995807128,0.808176100628931
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdne,32,0,32,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.93697479 0.92857143 0.96218487 0.98739496 0.92372881],0.558333333333333,0.569444444444444,0.832285115303983,0.994949494949495,0.994949494949495,0.994949494949495,0.587012987012987,0.645714285714286,0.560694980694981,0.611528822055138,0.65945945945946,0.566872586872587,0.837728194726166,0.865828092243187,0.832285115303983
ensemble_model_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200,8, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.55263158 0.5        0.52631579 0.55555556],0.532258064516129,0.403225806451613,0.775641025641026,0.978260869565217,0.957446808510638,0.978723404255319,0.567164179104478,0.612903225806452,0.532258064516129,0.493150684931507,0.5625,0.397916666666667,0.783950617283951,0.808917197452229,0.775426340661598
svm_model_N32_B134_E166_nb_zones_12_mscn_svdn,32,134,166,12, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.67241379 0.65517241 0.60344828 0.53448276 0.55357143],0.478260869565217,0.608695652173913,0.610526315789474,0.649006622516556,0.680555555555556,0.631944444444444,0.5,0.631578947368421,0.500974658869396,0.678571428571429,0.703703703703704,0.58869395711501,0.635467980295566,0.678947368421053,0.610526315789474
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.86713287 0.90909091 0.9020979  0.88461538 0.90492958],0.529166666666667,0.579166666666667,0.837526205450734,0.932107496463932,0.92296918767507,0.932773109243698,0.538775510204082,0.611111111111111,0.536616161616162,0.643109540636042,0.689393939393939,0.566919191919192,0.840370751802266,0.855345911949686,0.837526205450734
ensemble_model_N4_B48_E52_nb_zones_4_lab_svd,4,48,52,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.85416667 0.8125     0.85416667 0.80208333],0.5125,0.48125,0.78375,0.97489539748954,0.970833333333333,0.975,0.556818181818182,0.620253164556962,0.513830285982185,0.520231213872832,0.592105263157895,0.486528822055138,0.79081015719468,0.827848101265823,0.784294421003282
svm_model_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.52083333 0.58333333 0.625      0.47826087],0.563380281690141,0.52112676056338,0.573684210526316,0.492146596858639,0.394957983193277,0.592436974789916,0.24390243902439,0.142857142857143,0.557539682539682,0.227272727272727,0.138888888888889,0.526587301587302,0.41304347826087,0.3,0.573684210526316
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.78125    0.67708333 0.80851064 0.79787234],0.556962025316456,0.563291139240506,0.76010101010101,0.885906040268456,0.831932773109244,0.892857142857143,0.627659574468085,0.710843373493976,0.548755020080321,0.610169491525424,0.75,0.578488372093023,0.766009852216749,0.791348600508906,0.760335954389791
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.87762238 0.82867133 0.83566434 0.83566434 0.88380282],0.533333333333333,0.5125,0.821278825995807,0.919308357348703,0.893557422969188,0.92156862745098,0.555555555555556,0.573770491803279,0.532647957766046,0.526315789473684,0.550847457627119,0.513128646846346,0.819289878113407,0.810272536687631,0.821278825995807
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.82517483 0.78321678 0.83916084 0.75874126 0.79225352],0.445833333333333,0.429166666666667,0.744234800838574,0.847977684797768,0.851540616246499,0.84733893557423,0.539792387543253,0.634146341463415,0.441004794663331,0.532423208191126,0.666666666666667,0.434959349593496,0.757936507936508,0.80083857442348,0.744234800838574
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svd,4,48,52,4, low_bits_4_shifted_2, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.78125    0.82978723 0.75531915 0.73404255 0.79787234],0.554140127388535,0.490445859872611,0.770992366412214,0.9375,0.953389830508475,0.936440677966102,0.631578947368421,0.740740740740741,0.548001949317739,0.611650485436893,0.692307692307692,0.452214452214452,0.794520547945205,0.852941176470588,0.767740429505135
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94583333 0.94537815 0.92857143 0.93697479 0.98319328],0.578212290502793,0.567039106145251,0.837002096436059,0.995794785534062,0.993288590604027,0.995805369127517,0.511326860841424,0.420212765957447,0.586576971214017,0.452296819787986,0.376470588235294,0.557916145181477,0.825379000561482,0.770440251572327,0.837002096436059
ensemble_model_v2_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.66666667 0.47916667 0.39583333 0.39130435],0.591549295774648,0.563380281690141,0.834210526315789,0.987341772151899,0.983193277310924,0.987394957983193,0.567164179104478,0.575757575757576,0.590510366826156,0.575342465753425,0.552631578947368,0.564194577352472,0.83289124668435,0.826315789473684,0.834210526315789
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.93697479 0.93277311 0.90756303 0.90756303],0.532033426183844,0.537604456824513,0.822327044025157,0.995801847187238,0.996638655462185,0.995798319327731,0.420689655172414,0.338888888888889,0.532572936064556,0.467948717948718,0.407821229050279,0.537243947858473,0.810931399888455,0.762054507337526,0.822327044025157
ensemble_model_v2_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.60526316 0.68421053 0.55263158 0.39473684],0.523809523809524,0.492063492063492,0.800632911392405,0.994708994708995,0.989473684210526,0.994736842105263,0.545454545454546,0.5625,0.523185483870968,0.5,0.516129032258065,0.492439516129032,0.802507836990596,0.810126582278481,0.800632911392405
svm_model_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.45804196 0.44055944 0.46503497 0.45774648],0.5,0.508333333333333,0.5020964360587,0.227765726681128,0.147058823529412,0.50140056022409,0.117647058823529,0.066666666666667,0.5,0.132352941176471,0.075,0.508333333333333,0.204355108877722,0.127882599580713,0.5020964360587
ensemble_model_v2_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.68965517 0.5        0.46551724 0.51785714 0.41071429],0.468085106382979,0.638297872340426,0.873684210526316,0.979020979020979,0.979020979020979,0.979020979020979,0.390243902439024,0.32,0.478181818181818,0.638297872340426,0.681818181818182,0.640909090909091,0.871657754010695,0.857894736842105,0.873684210526316
ensemble_model_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.5625     0.5        0.52083333 0.64583333 0.58333333],0.6,0.5,0.834210526315789,1,1,1,0.588235294117647,0.512820512820513,0.611248966087676,0.385964912280702,0.354838709677419,0.485111662531018,0.827397260273973,0.794736842105263,0.834210526315789
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.72916667 0.78723404 0.77659574 0.67021277],0.525316455696203,0.5,0.746835443037975,0.899122807017544,0.864978902953586,0.90295358649789,0.581005586592179,0.732394366197183,0.544358102638821,0.586387434554974,0.64367816091954,0.483810911445686,0.757869249394673,0.792405063291139,0.746835443037975
ensemble_model_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.5625     0.54166667 0.58333333 0.54347826],0.535211267605634,0.619718309859155,0.842105263157895,1,1,1,0.421052631578947,0.444444444444444,0.517676767676768,0.658227848101266,0.590909090909091,0.628787878787879,0.839572192513369,0.826315789473684,0.842105263157895
ensemble_model_N32_B134_E166_nb_zones_12_mscn_svdn,32,134,166,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.5862069  0.55357143 0.51785714 0.625     ],0.458333333333333,0.4375,0.860526315789474,1,1,1,0.458333333333333,0.523809523809524,0.465608465608466,0.470588235294118,0.444444444444444,0.436507936507936,0.861618798955614,0.868421052631579,0.860526315789474
svm_model_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.75       0.6        0.44444444 0.72222222],0.53125,0.5625,0.66875,0.733333333333333,0.6875,0.75,0.571428571428571,0.588235294117647,0.527450980392157,0.416666666666667,0.357142857142857,0.53968253968254,0.644295302013423,0.607594936708861,0.667994999218628
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.8986014  0.8986014  0.82517483 0.86363636 0.91901408],0.504166666666667,0.508333333333333,0.814989517819707,0.916063675832127,0.886554621848739,0.918767507002801,0.327683615819209,0.245762711864407,0.499930536260072,0.365591397849462,0.278688524590164,0.512225618227285,0.797707736389685,0.729559748427673,0.814989517819706
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svd,4,48,52, zones, lab, svd,474,158,158,0.6,0.2,0.2, [0.83333333 0.82291667 0.76595745 0.85106383 0.77659574],0.430379746835443,0.512658227848101,0.773417721518987,0.97489539748954,0.983122362869198,0.974683544303797,0.464285714285714,0.527027027027027,0.436132561132561,0.564971751412429,0.555555555555556,0.505718954248366,0.782503037667072,0.802992518703242,0.772961554981441
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.94405594 0.91958042 0.94405594 0.95454545 0.92253521],0.520833333333333,0.55,0.878930817610063,0.994397759103642,0.994397759103642,0.994397759103642,0.538152610441767,0.567796610169492,0.521603223117533,0.574803149606299,0.598360655737705,0.549180327868853,0.880372863801139,0.890985324947589,0.878930817610063
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.77083333 0.79166667 0.73958333 0.79787234],0.59748427672956,0.566037735849057,0.805276381909548,0.952789699570816,0.928870292887029,0.95397489539749,0.549295774647887,0.506493506493506,0.5947101678809,0.549019607843137,0.525,0.56629746835443,0.796320630749015,0.765151515151515,0.805075757575758
svm_model_N26_B0_E26_nb_zones_12_lab_svd,26,0,26,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96503497 0.97202797 0.97202797 0.95454545 0.96478873],0.520833333333333,0.479166666666667,0.873689727463312,0.999299229152067,0.99859943977591,0.999299719887955,0.684931506849315,1,0.5,0.647887323943662,1,0.5,0.887750349324639,0.99895178197065,0.873689727463312
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svd,4,48,52,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.77083333 0.80851064 0.77659574 0.80851064],0.481012658227848,0.544303797468354,0.779746835443038,0.957081545064378,0.940928270042194,0.957805907172996,0.554347826086956,0.689189189189189,0.493404118404118,0.625,0.810810810810811,0.56016731016731,0.793349168646081,0.867532467532467,0.781914381914382
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.90277778 0.9375     0.9375     0.95104895 0.94055944],0.555084745762712,0.51271186440678,0.879979035639413,0.993728222996516,0.993036211699164,0.993732590529248,0.626334519572954,0.727272727272727,0.550592885375494,0.569288389513109,0.660869565217391,0.516385195831836,0.884518406454866,0.919287211740042,0.879979035639413
ensemble_model_v2_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200, zones, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.625      0.54166667 0.41666667 0.5625     0.58333333],0.6,0.585714285714286,0.826315789473684,0.962655601659751,0.966666666666667,0.9625,0.588235294117647,0.526315789473684,0.606907894736842,0.508474576271186,0.46875,0.576480263157895,0.820652173913043,0.794736842105263,0.826315789473684
ensemble_model_v2_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5625     0.5        0.54166667 0.56521739],0.577464788732394,0.549295774647887,0.81578947368421,0.966386554621849,0.966386554621849,0.966386554621849,0.625,0.735294117647059,0.583863275039746,0.567567567567568,0.567567567567568,0.548489666136725,0.821428571428571,0.847368421052631,0.81578947368421
ensemble_model_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.6        0.72222222 0.55555556 0.72222222],0.32258064516129,0.67741935483871,0.794871794871795,0.989473684210526,1,0.98936170212766,0.222222222222222,0.1875,0.327083333333333,0.6875,0.647058823529412,0.680672268907563,0.792207792207792,0.7625,0.795723684210526
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26,12, low_bits_4, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.95138889 0.97569444 0.96875    0.94791667 0.95104895],0.485106382978723,0.527659574468085,0.867924528301887,0.986013986013986,0.980528511821975,0.986091794158554,0.638805970149254,0.930434782608696,0.494384057971014,0.676384839650146,0.966666666666667,0.518115942028985,0.880455407969639,0.972746331236897,0.867924528301887
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52,4, low_bits_5, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.79166667 0.70212766 0.77659574 0.78723404 0.76595745],0.522292993630573,0.445859872611465,0.76972010178117,0.960167714884696,0.970338983050847,0.959745762711864,0.53416149068323,0.505882352941176,0.523774509803922,0.438709677419355,0.447368421052632,0.445906432748538,0.771752837326608,0.770780856423174,0.769709194278425
ensemble_model_v2_N32_B134_E166_nb_zones_12_mscn_svdn,32,134,166, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.48275862 0.51724138 0.46428571 0.55357143],0.468085106382979,0.659574468085106,0.892105263157895,1,1,1,0.545454545454545,0.535714285714286,0.452067669172932,0.6,0.631578947368421,0.655075187969925,0.89238845144357,0.894736842105263,0.892105263157895
svm_model_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.5625     0.64583333 0.5625     0.58333333 0.5625    ],0.571428571428571,0.514285714285714,0.573684210526316,0.455555555555556,0.341666666666667,0.591666666666667,0.318181818181818,0.205882352941176,0.561274509803921,0.346153846153846,0.25,0.522058823529412,0.41304347826087,0.3,0.573684210526316
svm_model_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.55172414 0.48214286 0.55357143 0.67857143],0.5625,0.520833333333333,0.573684210526316,0.463636363636364,0.359154929577465,0.584507042253521,0.363636363636364,0.260869565217391,0.550434782608696,0.378378378378378,0.28,0.531304347826087,0.441379310344828,0.336842105263158,0.573684210526316
ensemble_model_v2_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.65       0.5        0.45       0.61111111 0.5       ],0.4375,0.5625,0.8,1,1,1,0.5,0.75,0.5,0.611111111111111,0.6875,0.5625,0.80952380952381,0.894736842105263,0.804511278195489
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.75347222 0.71180556 0.76041667 0.77083333 0.72027972],0.54468085106383,0.493617021276596,0.75,0.822614840989399,0.809457579972184,0.825452016689847,0.291390728476821,0.196428571428571,0.529108594657375,0.201342281879195,0.121951219512195,0.511868466898955,0.721865889212828,0.648846960167715,0.75
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.70833333 0.70833333 0.61702128 0.63829787 0.71276596],0.487341772151899,0.481012658227848,0.708860759493671,0.861855670103093,0.881856540084388,0.858649789029536,0.514970059880239,0.573333333333333,0.4914859437751,0.539325842696629,0.592592592592593,0.478114478114478,0.72289156626506,0.763358778625954,0.709135308708443
svm_model_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.5        0.52631579 0.5        0.60526316],0.492063492063492,0.444444444444444,0.579113924050633,0.607142857142857,0.536842105263158,0.652631578947368,0.529411764705882,0.5625,0.490927419354839,0.507042253521127,0.6,0.451515151515152,0.566775244299674,0.554140127388535,0.578956856147098
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.78125    0.73958333 0.8125     0.80851064],0.465408805031447,0.553459119496855,0.78894472361809,0.974576271186441,0.96234309623431,0.97489539748954,0.525139664804469,0.602564102564102,0.467948717948718,0.584795321637427,0.602409638554217,0.551204819277108,0.795620437956204,0.8175,0.788800505050505
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.90833333 0.94537815 0.92436975 0.89495798],0.61344537815126,0.647058823529412,0.84853249475891,0.978867286559594,0.969849246231156,0.979061976549414,0.658415841584158,0.764367816091954,0.617156585641605,0.678571428571429,0.726775956284153,0.644997173544375,0.853966649823143,0.885744234800839,0.84853249475891
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdn,16,0,16,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.72222222 0.73958333 0.73076923 0.79020979 0.79020979],0.586497890295359,0.459915611814346,0.779350104821803,0.86743711760707,0.889818688981869,0.864016736401674,0.62015503875969,0.677966101694915,0.586882210511323,0.492063492063492,0.521008403361345,0.459656744053554,0.787481070166583,0.817610062893082,0.779350104821803
svm_model_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.70689655 0.53448276 0.58928571 0.625      0.60714286],0.458333333333333,0.5625,0.747368421052632,0.821818181818182,0.795774647887324,0.827464788732394,0.518518518518519,0.538461538461538,0.451048951048951,0.511627906976744,0.5,0.557692307692308,0.741935483870968,0.726315789473684,0.747368421052632
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.80769231 0.87412587 0.77272727 0.79370629 0.78521127],0.55,0.5625,0.789308176100629,0.868108862526169,0.871148459383753,0.867647058823529,0.530434782608696,0.512605042016807,0.54969095076047,0.574898785425101,0.586776859504132,0.562295992777276,0.789528795811518,0.790356394129979,0.789308176100629
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.9375     0.94583333 0.97478992 0.96638655 0.91596639],0.675070028011205,0.582633053221289,0.860062893081761,0.998324958123953,0.998324958123953,0.998324958123953,0.686486486486486,0.738372093023256,0.677294154619736,0.62086513994911,0.65945945945946,0.57972972972973,0.86356668369954,0.885744234800839,0.860062893081761
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,480,160,160,0.6,0.2,0.2, [0.76041667 0.77083333 0.84375    0.77083333 0.76041667],0.53125,0.50625,0.77875,0.951781970649895,0.945833333333333,0.952083333333333,0.590163934426229,0.683544303797468,0.533130176590092,0.515337423312883,0.531645569620253,0.506563525550867,0.784933171324423,0.811557788944724,0.778913222830571
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.89930556 0.92307692 0.90559441 0.86713287 0.91958042],0.533613445378151,0.634453781512605,0.857966457023061,0.949689869055823,0.962290502793296,0.949022346368715,0.636065573770492,0.873873873873874,0.555047173157409,0.727272727272727,0.913385826771654,0.614350571043484,0.869397590361446,0.945492662473795,0.857966457023061
svm_model_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.5625     0.55208333 0.54166667 0.53125   ],0.4875,0.5,0.54375,0.601178781925344,0.6375,0.577083333333333,0.534090909090909,0.652777777777778,0.502525252525252,0.565217391304348,0.702702702702703,0.51414204902577,0.579976985040276,0.652849740932642,0.547439363219944
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52,4, low_bits_3, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.61702128 0.62765957 0.57446809 0.56382979 0.64893617],0.58974358974359,0.634615384615385,0.635549872122762,0.706093189964158,0.838297872340426,0.651063829787234,0.623529411764706,0.654320987654321,0.587160493827161,0.674285714285714,0.728395061728395,0.630864197530864,0.684385382059801,0.778337531486146,0.633324609898917
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.96527778 0.95486111 0.95454545 0.95104895 0.95104895],0.514767932489452,0.485232067510549,0.875786163522013,1,1,1,0.67966573816156,1,0.5,0.653409090909091,1,0.5,0.88951048951049,1,0.875786163522013
svm_model_N26_B174_E200_nb_zones_4_mscn_svdn,26,174,200,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.65       0.44444444 0.61111111 0.44444444],0.580645161290323,0.483870967741936,0.705128205128205,0.808988764044944,0.765957446808511,0.819148936170213,0.606060606060606,0.555555555555556,0.585470085470085,0.555555555555556,0.625,0.479166666666667,0.708860759493671,0.691358024691358,0.705679012345679
svm_model_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.48275862 0.56896552 0.51785714 0.60714286],0.553191489361702,0.595744680851064,0.734210526315789,0.756972111553785,0.664335664335664,0.786713286713287,0.553191489361702,0.565217391304348,0.553442028985507,0.612244897959184,0.625,0.595108695652174,0.708933717579251,0.647368421052632,0.73421052631579
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svd,26,0,26,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.97202797 0.96153846 0.92657343 0.96503497],0.481171548117155,0.518828451882845,0.873689727463312,0.99859943977591,0.997202797202797,0.998601398601399,0.649717514124294,1,0.5,0.683195592286501,1,0.5,0.887645687645688,0.9979035639413,0.873689727463312
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.79861111 0.80769231 0.8041958  0.83216783 0.81468531],0.546218487394958,0.542016806722689,0.787735849056604,0.867043847241867,0.856145251396648,0.868715083798883,0.431578947368421,0.336065573770492,0.551653476540418,0.384180790960452,0.293103448275862,0.535895986433013,0.772599663110612,0.721174004192872,0.787735849056604
ensemble_model_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.58333333 0.5        0.52083333 0.5       ],0.577464788732394,0.605633802816901,0.823684210526316,0.96234309623431,0.966386554621849,0.96218487394958,0.615384615384615,0.615384615384615,0.573317307692308,0.588235294117647,0.625,0.607371794871795,0.825974025974026,0.836842105263158,0.823684210526316
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.93356643 0.95454545 0.93706294 0.94405594 0.92605634],0.525,0.475,0.874213836477987,1,1,1,0.688524590163935,1,0.5,0.644067796610169,1,0.5,0.888268156424581,1,0.874213836477987
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.75       0.81914894 0.73404255 0.85106383 0.76595745],0.547770700636943,0.477707006369427,0.770992366412214,0.941684665226782,0.923728813559322,0.942796610169492,0.589595375722543,0.614457831325301,0.543715402149137,0.511904761904762,0.597222222222222,0.486846405228758,0.776119402985075,0.797953964194373,0.771128880831364
ensemble_model_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.52631579 0.31578947 0.68421053 0.57894737],0.587301587301587,0.619047619047619,0.841772151898734,1,1,1,0.638888888888889,0.696969696969697,0.581818181818182,0.636363636363636,0.7,0.622727272727273,0.847560975609756,0.879746835443038,0.841772151898734
ensemble_model_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.5862069  0.53448276 0.67857143 0.55357143],0.617021276595745,0.638297872340426,0.876315789473684,0.958041958041958,0.958041958041958,0.958041958041958,0.470588235294118,0.421052631578947,0.585526315789474,0.604651162790698,0.464285714285714,0.679511278195489,0.870523415977961,0.831578947368421,0.876315789473684
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.78321678 0.83566434 0.81118881 0.7972028  0.79370629],0.615062761506276,0.585774058577406,0.776205450733753,0.851197982345524,0.944055944055944,0.834965034965035,0.61344537815126,0.603305785123967,0.615212214595882,0.605577689243028,0.644067796610169,0.58649670822244,0.79421686746988,0.863731656184486,0.776205450733753
ensemble_model_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.94097222 0.9375     0.94755245 0.97202797 0.95804196],0.535864978902954,0.476793248945148,0.877358490566038,1,1,1,0.56,0.608695652173913,0.537954383464006,0.511811023622047,0.532786885245902,0.475089094796864,0.879256965944273,0.893081761006289,0.877358490566038
ensemble_model_N26_B174_E200_nb_zones_4_mscn_svdn,26,174,200,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.65       0.55555556 0.5        0.55555556],0.483870967741936,0.516129032258065,0.801282051282051,1,1,1,0.466666666666667,0.4375,0.485416666666667,0.516129032258065,0.571428571428571,0.521008403361344,0.8,0.805194805194805,0.801331579812593
ensemble_model_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.48275862 0.69642857 0.51785714 0.42857143],0.395833333333333,0.604166666666667,0.871052631578947,0.996491228070176,1,0.996478873239437,0.382978723404255,0.391304347826087,0.395652173913043,0.641509433962264,0.68,0.600869565217391,0.872727272727273,0.884210526315789,0.871052631578947
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.70833333 0.79166667 0.77083333 0.71875   ],0.40625,0.5,0.745,0.938428874734607,0.920833333333333,0.939583333333333,0.437869822485207,0.474358974358974,0.40791119449656,0.506172839506173,0.488095238095238,0.50062656641604,0.745635910224439,0.743781094527363,0.745006125153129
ensemble_model_v2_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.625      0.5625     0.58695652 0.41304348],0.638888888888889,0.569444444444444,0.834210526315789,0.973913043478261,0.949152542372881,0.974576271186441,0.697674418604651,0.75,0.625,0.607594936708861,0.75,0.5875,0.840506329113924,0.873684210526316,0.834210526315789
ensemble_model_v2_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200, zones, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.5        0.52631579 0.5        0.65789474 0.42105263],0.492063492063492,0.603174603174603,0.810126582278481,0.983957219251337,0.968421052631579,0.984210526315789,0.515151515151515,0.566666666666667,0.495454545454545,0.56140350877193,0.571428571428571,0.6,0.806451612903226,0.816993464052288,0.81033722282369
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52,4, low_bits_6, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.4375     0.5106383  0.54255319 0.46808511 0.5106383 ],0.477707006369427,0.535031847133758,0.596692111959287,0.656779661016949,0.656779661016949,0.656779661016949,0.493827160493827,0.481927710843373,0.477450341908173,0.552147239263804,0.584415584415584,0.535957792207792,0.602258469259724,0.606060606060606,0.596620046620047
ensemble_model_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166,12, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.62068966 0.5862069  0.65517241 0.65517241 0.5       ],0.521739130434783,0.630434782608696,0.886842105263158,0.986013986013986,0.979166666666667,0.986111111111111,0.421052631578947,0.333333333333333,0.53030303030303,0.54054054054054,0.454545454545455,0.623106060606061,0.880886426592798,0.836842105263158,0.886842105263158
ensemble_model_v2_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.5862069  0.60344828 0.56896552 0.51724138 0.55357143],0.543478260869565,0.565217391304348,0.873684210526316,0.975945017182131,0.986111111111111,0.975694444444444,0.511627906976744,0.458333333333333,0.547348484848485,0.5,0.454545454545455,0.560606060606061,0.871657754010695,0.857894736842105,0.873684210526316
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdn,4,48,52,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.60416667 0.5625     0.52083333 0.55208333],0.45,0.5,0.5475,0.629770992366412,0.6875,0.595833333333333,0.482352941176471,0.532467532467532,0.452980754185573,0.506172839506173,0.602941176470588,0.513427109974425,0.577102803738318,0.641558441558442,0.550899702706932
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.58333333 0.65625    0.625      0.64583333 0.625     ],0.54375,0.56875,0.81625,0.989690721649485,1,0.989583333333333,0.625641025641026,0.734939759036145,0.536301048349241,0.663414634146341,0.739130434782609,0.538682864450128,0.833898305084746,0.889156626506024,0.813409482084181
ensemble_model_v2_N26_B174_E200_nb_zones_4_mscn_svdn,26,174,200, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.35       0.55       0.55       0.5        0.66666667],0.4375,0.5,0.7875,1,1,1,0.5,0.5,0.428571428571429,0.384615384615385,0.333333333333333,0.490196078431372,0.784810126582279,0.765432098765432,0.787779340521956
ensemble_model_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.59375    0.5625     0.48958333 0.57291667],0.51875,0.46875,0.7975,1,1,1,0.56,0.569767441860465,0.514613450659962,0.484848484848485,0.476190476190476,0.468358395989975,0.802439024390244,0.802439024390244,0.797373358348968
svm_model_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.53448276 0.55357143 0.64285714 0.48214286],0.5,0.5625,0.81578947368421,0.909747292418773,0.887323943661972,0.911971830985916,0.538461538461538,0.608695652173913,0.504347826086956,0.631578947368421,0.72,0.555652173913043,0.818652849740933,0.831578947368421,0.81578947368421
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5625     0.55208333 0.59375    0.55208333],0.525,0.51875,0.55625,0.402366863905325,0.283333333333333,0.579166666666667,0.344827586206897,0.253164556962025,0.521644006876074,0.330434782608696,0.246753246753247,0.508918792051322,0.37609841827768,0.27020202020202,0.553417841784179
svm_model_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.54166667 0.58333333 0.5625     0.60869565],0.507042253521127,0.422535211267606,0.668421052631579,0.774774774774775,0.722689075630252,0.789915966386555,0.461538461538462,0.405405405405405,0.511526232114467,0.305084745762712,0.264705882352941,0.416136724960254,0.635838150289017,0.578947368421053,0.668421052631579
ensemble_model_v2_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.46551724 0.51724138 0.53448276 0.51785714 0.64285714],0.595744680851064,0.595744680851064,0.868421052631579,0.957446808510638,0.944055944055944,0.958041958041958,0.558139534883721,0.631578947368421,0.601503759398496,0.641509433962264,0.607142857142857,0.593045112781955,0.867724867724868,0.863157894736842,0.868421052631579
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.92436975 0.94957983 0.96638655 0.94537815 0.92372881],0.541666666666667,0.494444444444444,0.816561844863732,0.997472620050548,0.996632996632997,0.997474747474747,0.584382871536524,0.630434782608696,0.539649209486166,0.535714285714286,0.596590909090909,0.496665019762846,0.822874493927126,0.852201257861635,0.816561844863732
svm_model_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.6        0.55555556 0.55555556 0.77777778],0.580645161290323,0.580645161290323,0.782051282051282,0.911111111111111,0.872340425531915,0.914893617021277,0.580645161290323,0.5,0.596153846153846,0.606060606060606,0.526315789473684,0.596491228070176,0.779220779220779,0.714285714285714,0.787698412698413
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16,12, low_bits_2, svdn,1440,480,480,0.6,0.2,0.2, [0.78125    0.72916667 0.70138889 0.72916667 0.78819444],0.572649572649573,0.594017094017094,0.731656184486373,0.793754066363045,0.847222222222222,0.779861111111111,0.65034965034965,0.823008849557522,0.580925912382067,0.664310954063604,0.776859504132231,0.587544796313903,0.756885090218424,0.835429769392034,0.731656184486373
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.94166667 0.91176471 0.90756303 0.92016807 0.92436975],0.558659217877095,0.53072625698324,0.821278825995807,0.98742665549036,0.988255033557047,0.98741610738255,0.451388888888889,0.365168539325843,0.557584269662921,0.408450704225352,0.322222222222222,0.531897627965044,0.806798866855524,0.746331236897275,0.821278825995807
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.72916667 0.84375    0.75531915 0.70212766],0.411392405063291,0.531645569620253,0.762626262626263,0.955602536997885,0.949579831932773,0.955882352941176,0.46242774566474,0.454545454545455,0.405844155844156,0.564705882352941,0.685714285714286,0.547402597402597,0.769607843137255,0.792929292929293,0.762626262626262
ensemble_model_v2_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.55172414 0.625      0.53571429 0.55357143],0.708333333333333,0.604166666666667,0.889473684210526,0.968421052631579,0.971830985915493,0.96830985915493,0.695652173913043,0.695652173913043,0.707826086956522,0.595744680851064,0.56,0.606086956521739,0.888888888888889,0.884210526315789,0.889473684210526
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.89915966 0.83193277 0.87815126 0.8487395  0.88983051],0.611111111111111,0.611111111111111,0.840670859538784,0.980165289256198,0.998316498316498,0.97979797979798,0.648241206030151,0.682539682539683,0.60735171261487,0.608938547486033,0.637426900584795,0.612364243943191,0.845371312309257,0.871069182389937,0.840670859538784
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.84965035 0.83566434 0.8951049  0.88111888 0.84507042],0.654166666666667,0.658333333333333,0.890985324947589,0.97032436162871,0.984593837535014,0.969887955182073,0.695970695970696,0.772357723577236,0.651136126745883,0.707142857142857,0.846153846153846,0.662914321450907,0.896103896103896,0.940251572327044,0.890985324947589
ensemble_model_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.45       0.5        0.55555556 0.5       ],0.3125,0.53125,0.76875,1,1,1,0.421052631578947,0.470588235294118,0.301960784313726,0.615384615384615,0.631578947368421,0.508097165991903,0.786127167630058,0.80952380952381,0.766604010025063
ensemble_model_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200,12, mscn, svd,288,96,96,0.6,0.2,0.2, [0.56896552 0.62068966 0.55172414 0.63793103 0.60714286],0.565217391304348,0.543478260869565,0.873684210526316,0.975609756097561,0.972222222222222,0.975694444444444,0.523809523809524,0.458333333333333,0.570075757575758,0.461538461538462,0.409090909090909,0.537878787878788,0.869565217391304,0.842105263157895,0.873684210526316
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.48958333 0.46875    0.62765957 0.45744681],0.481012658227848,0.481012658227848,0.792929292929293,1,1,1,0.467532467532467,0.444444444444444,0.481962481962482,0.481012658227848,0.441860465116279,0.484819121447028,0.791878172588832,0.77037037037037,0.793453919035314
ensemble_model_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200,10, mscn, svd,240,80,80,0.6,0.2,0.2, [0.60416667 0.5625     0.45833333 0.45833333 0.5       ],0.557142857142857,0.614285714285714,0.836842105263158,0.983050847457627,0.966666666666667,0.983333333333333,0.523076923076923,0.435897435897436,0.572787427626137,0.557377049180328,0.548387096774194,0.60752688172043,0.828729281767956,0.789473684210526,0.836842105263158
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.5625     0.55208333 0.55208333 0.63829787],0.49685534591195,0.509433962264151,0.757537688442211,0.926004228329809,0.916317991631799,0.926778242677824,0.452054794520548,0.375,0.511443661971831,0.486842105263158,0.425287356321839,0.518199233716475,0.749675745784695,0.698067632850242,0.760028580823027
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdn,4,48,52,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.47916667 0.45744681 0.4787234  0.46808511],0.512658227848101,0.455696202531646,0.793670886075949,1,1,1,0.549707602339181,0.552941176470588,0.509347300564061,0.475609756097561,0.481481481481482,0.455026455026455,0.798516687268232,0.801488833746898,0.793509274754586
svm_model_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.7        0.66666667 0.55555556 0.66666667],0.483870967741936,0.548387096774194,0.788461538461538,0.967032967032967,0.936170212765957,0.968085106382979,0.5,0.615384615384615,0.502136752136752,0.533333333333333,0.666666666666667,0.570175438596491,0.784313725490196,0.833333333333333,0.791666666666667
svm_model_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.86554622 0.93277311 0.86554622 0.88235294 0.88655462],0.54874651810585,0.537604456824513,0.785639412997903,0.926961226330027,0.863865546218487,0.931932773109244,0.47741935483871,0.41340782122905,0.548370577281192,0.41958041958042,0.333333333333333,0.538175046554935,0.760117302052786,0.679245283018868,0.785639412997903
svm_model_N40_B130_E170_nb_zones_12_mscn_svdn,40,130,170,12, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.5        0.56896552 0.5862069  0.5862069  0.53571429],0.478260869565217,0.521739130434783,0.536842105263158,0.606060606060606,0.694444444444444,0.548611111111111,0.478260869565217,0.611111111111111,0.501984126984127,0.65625,0.75,0.458333333333333,0.6,0.694736842105263,0.536842105263158
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.5        0.4375     0.5        0.51041667],0.45,0.53125,0.7825,0.976939203354298,0.970833333333333,0.977083333333333,0.405405405405405,0.375,0.45,0.522292993630573,0.532467532467532,0.531294007197622,0.777493606138108,0.765743073047859,0.782375258608297
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdne,8,0,8,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94755245 0.93706294 0.92657343 0.94755245 0.90559441],0.506276150627615,0.502092050209205,0.870020964360587,0.992280701754386,0.988811188811189,0.992307692307692,0.516393442622951,0.538461538461538,0.506935687263556,0.529644268774704,0.549180327868853,0.501085890430153,0.870967741935484,0.877358490566038,0.870020964360587
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.93055556 0.92361111 0.93006993 0.90559441 0.93006993],0.518987341772152,0.50210970464135,0.870545073375262,0.989532449406839,0.98884239888424,0.989539748953975,0.521008403361345,0.52991452991453,0.519123931623932,0.508333333333333,0.508333333333333,0.502029914529915,0.870748299319728,0.872117400419287,0.870545073375262
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.80672269 0.80672269 0.80252101 0.81512605 0.80508475],0.608333333333333,0.572222222222222,0.767295597484277,0.883137254901961,0.947811447811448,0.874579124579124,0.625994694960212,0.634408602150538,0.60743418613274,0.572222222222222,0.591954022988506,0.57285873192436,0.779324055666004,0.821802935010482,0.767295597484277
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.94583333 0.95833333 0.96638655 0.94537815 0.97058824],0.549019607843137,0.543417366946779,0.830188679245283,1,1,1,0.546478873239437,0.544943820224719,0.549008222961522,0.555858310626703,0.569832402234637,0.543343167409453,0.830897703549061,0.834381551362683,0.830188679245283
ensemble_model_v2_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.7        0.4        0.45       0.72222222 0.55555556],0.40625,0.53125,0.7875,1,1,1,0.424242424242424,0.5,0.416666666666667,0.594594594594595,0.5,0.55,0.795180722891566,0.785714285714286,0.787593984962406
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.45833333 0.47916667 0.53125    0.47916667 0.53191489],0.50314465408805,0.440251572327044,0.78894472361809,1,1,1,0.538011695906433,0.55421686746988,0.500792644261256,0.485549132947977,0.477272727272727,0.435819462227913,0.795620437956204,0.797560975609756,0.788676860861873
svm_model_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.55172414 0.51785714 0.625      0.57142857],0.520833333333333,0.708333333333333,0.602631578947368,0.5,0.401408450704225,0.598591549295775,0.378378378378378,0.259259259259259,0.558201058201058,0.611111111111111,0.523809523809524,0.687830687830688,0.498338870431894,0.394736842105263,0.602631578947368
ensemble_model_v2_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.54166667 0.5        0.54166667 0.65217391],0.563380281690141,0.52112676056338,0.821052631578947,0.987341772151899,0.983193277310924,0.987394957983193,0.575342465753425,0.583333333333333,0.563095238095238,0.514285714285714,0.514285714285714,0.521031746031746,0.821052631578947,0.821052631578947,0.821052631578947
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.94117647 0.95378151 0.94537815 0.94957983],0.515320334261838,0.545961002785515,0.821278825995807,0.996649916247906,1,0.996638655462185,0.569306930693069,0.646067415730337,0.516403873611025,0.607228915662651,0.696132596685083,0.544695511825688,0.830601092896175,0.876310272536688,0.821278825995807
ensemble_model_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200,4, mscn, svd,96,32,32,0.6,0.2,0.2, [0.45       0.65       0.65       0.55555556 0.66666667],0.5625,0.5625,0.81875,0.989473684210526,0.979166666666667,0.989583333333333,0.5625,0.473684210526316,0.582995951417004,0.363636363636364,0.333333333333333,0.516666666666667,0.805369127516778,0.759493670886076,0.81801844038131
ensemble_model_v2_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.55172414 0.46551724 0.51785714 0.57142857],0.595744680851064,0.595744680851064,0.889473684210526,0.985915492957746,0.979020979020979,0.986013986013986,0.612244897959184,0.681818181818182,0.600909090909091,0.612244897959184,0.6,0.595454545454545,0.890052356020942,0.894736842105263,0.889473684210526
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.93006993 0.94405594 0.9020979  0.94055944 0.93309859],0.629166666666667,0.6,0.893081761006289,0.986741102581996,0.990196078431373,0.986694677871148,0.710097719869707,0.886178861788618,0.622576610381489,0.639097744360902,0.726495726495726,0.603085261621847,0.898305084745762,0.944444444444444,0.893081761006289
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.94055944 0.90909091 0.93006993 0.90909091 0.94014085],0.470833333333333,0.4875,0.863207547169811,0.99229152067274,0.991596638655462,0.992296918767507,0.520754716981132,0.644859813084112,0.487843440376643,0.571428571428571,0.616541353383459,0.471822078560888,0.86811520970187,0.90041928721174,0.863207547169811
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.5625     0.52083333 0.58333333 0.44680851],0.540880503144654,0.465408805031447,0.518844221105528,0.577861163227017,0.644351464435146,0.52928870292887,0.587570621468927,0.68421052631579,0.546924540266328,0.502923976608187,0.511904761904762,0.462619047619048,0.565266742338252,0.62406015037594,0.518579193575879
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.63541667 0.71875    0.6875    ],0.5875,0.525,0.63875,0.730275229357798,0.829166666666667,0.69375,0.625,0.743243243243243,0.598365807668133,0.568181818181818,0.641025641025641,0.527829893683552,0.677814938684504,0.775510204081633,0.641431572629052
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93697479 0.94117647 0.95378151 0.96218487 0.93277311],0.498607242339833,0.498607242339833,0.80503144654088,0.989915966386555,0.989915966386555,0.989915966386555,0.4375,0.402298850574713,0.495744019881951,0.479768786127168,0.448648648648649,0.500186393289842,0.799568965517241,0.777777777777778,0.80503144654088
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,1188,396,396,0.6,0.2,0.2, [0.96638655 0.94537815 0.97058824 0.93277311 0.95338983],0.511111111111111,0.497222222222222,0.810796645702306,0.996638655462185,0.998316498316498,0.996632996632996,0.539267015706806,0.547872340425532,0.509401286491836,0.492997198879552,0.511627906976744,0.497835230084117,0.812856402280974,0.821802935010482,0.810796645702306
svm_model_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200,6, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.60714286 0.60714286 0.64285714 0.57142857 0.57142857],0.521739130434783,0.521739130434783,0.633620689655172,0.643478260869565,0.528571428571429,0.707142857142857,0.421052631578947,0.4,0.507692307692308,0.45,0.36,0.537142857142857,0.559585492227979,0.469565217391304,0.63221850613155
ensemble_model_N40_B130_E170_nb_zones_12_mscn_svdn,40,130,170,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.5        0.53448276 0.46428571 0.44642857],0.51063829787234,0.531914893617021,0.881578947368421,1,1,1,0.51063829787234,0.48,0.512727272727273,0.56,0.636363636363636,0.538181818181818,0.882506527415144,0.889473684210526,0.881578947368421
svm_model_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.80208333 0.79166667 0.83333333 0.91666667],0.48125,0.525,0.74,0.89727463312369,0.891666666666667,0.897916666666667,0.502994011976048,0.545454545454545,0.483570646221249,0.542168674698795,0.555555555555556,0.524613220815752,0.74320987654321,0.756281407035176,0.740081002025051
ensemble_model_v2_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.75       0.55       0.8        0.61111111 0.55555556],0.5,0.5,0.8,1,1,1,0.529411764705882,0.473684210526316,0.506072874493927,0.529411764705882,0.692307692307692,0.530364372469636,0.804878048780488,0.825,0.8
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.47916667 0.5        0.46808511 0.56382979],0.506329113924051,0.512658227848101,0.791139240506329,0.978723404255319,0.970464135021097,0.978902953586498,0.518518518518519,0.5,0.506756756756757,0.538922155688623,0.542168674698795,0.511084337349398,0.793491864831039,0.784653465346535,0.791290463243216
ensemble_model_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.5        0.64285714 0.48214286 0.46428571],0.6875,0.666666666666667,0.889473684210526,0.961672473867596,0.971830985915493,0.961267605633803,0.727272727272727,0.769230769230769,0.68006993006993,0.68,0.772727272727273,0.674825174825175,0.892857142857143,0.921052631578947,0.889473684210526
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdne,40,0,40,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.97916667 0.9375     0.95798319 0.94957983 0.92857143],0.560224089635854,0.557422969187675,0.824423480083857,0.983164983164983,0.97822445561139,0.983249581239531,0.612345679012346,0.673913043478261,0.556609700929882,0.598984771573604,0.682080924855491,0.561149158079919,0.831404126824358,0.865828092243187,0.824423480083857
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,474,158,158,0.6,0.2,0.2, [0.52083333 0.5        0.4893617  0.4893617  0.45744681],0.443037974683544,0.537974683544304,0.792405063291139,0.993684210526316,0.9957805907173,0.993670886075949,0.476190476190476,0.481927710843373,0.440963855421687,0.552147239263804,0.616438356164384,0.543513295729251,0.796526054590571,0.816793893129771,0.792527928932644
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.95104895 0.94755245 0.95104895 0.94755245 0.96126761],0.645833333333333,0.675,0.914046121593291,0.999300209937019,1,0.999299719887955,0.723127035830619,0.917355371900826,0.643551635530245,0.741721854304636,0.941176470588235,0.677199805542051,0.919528949950932,0.982180293501048,0.914046121593291
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.60416667 0.41666667 0.56382979 0.5212766  0.45744681],0.424050632911392,0.531645569620253,0.645569620253165,0.749455337690632,0.725738396624473,0.757383966244726,0.380952380952381,0.345679012345679,0.426086259419593,0.55421686746988,0.55421686746988,0.530441767068273,0.637305699481865,0.613466334164589,0.646064786619569
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.94583333 0.9625     0.95       0.94583333 0.94537815],0.538028169014084,0.523943661971831,0.824947589098533,0.999165971643036,1,0.999165275459098,0.5,0.455555555555556,0.539206349206349,0.507288629737609,0.497142857142857,0.523571428571429,0.821390374331551,0.80503144654088,0.824947589098533
ensemble_model_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.6        0.7        0.60714286 0.46428571 0.71428571],0.4375,0.666666666666667,0.820833333333333,1,1,1,0.341463414634146,0.35,0.425,0.703703703703704,0.730769230769231,0.660839160839161,0.820083682008368,0.830508474576271,0.820991942206168
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93006993 0.93006993 0.93356643 0.92307692 0.92657343],0.598326359832636,0.539748953974895,0.883647798742138,0.988811188811189,0.988811188811189,0.988811188811189,0.622047244094488,0.632,0.596701754385965,0.56,0.614035087719298,0.543017543859649,0.885211995863495,0.89727463312369,0.883647798742138
svm_model_N32_B168_E200_nb_zones_4_mscn_svdn,32,168,200,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.6        0.55       0.55555556 0.55555556 0.77777778],0.419354838709678,0.387096774193548,0.583333333333333,0.695652173913044,0.680851063829787,0.702127659574468,0.307692307692308,0.266666666666667,0.414583333333333,0.387096774193548,0.5,0.407894736842105,0.563758389261745,0.567567567567568,0.582564271588662
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.4893617  0.53191489 0.4787234  0.38297872],0.506410256410256,0.583333333333333,0.813299232736573,0.991525423728814,0.995744680851064,0.991489361702127,0.569832402234637,0.573033707865169,0.495472077813181,0.557823129251701,0.577464788732394,0.582850041425021,0.817042606516291,0.825316455696203,0.813175023713734
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.77622378 0.79370629 0.79370629 0.83216783 0.81468531],0.644351464435146,0.635983263598326,0.880503144654088,0.961432506887052,0.976223776223776,0.960839160839161,0.661354581673307,0.680327868852459,0.643582737845033,0.647773279352227,0.683760683760684,0.636962309093457,0.883076923076923,0.90251572327044,0.880503144654088
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.96218487 0.92016807 0.93277311 0.96218487 0.93644068],0.594444444444444,0.569444444444444,0.831236897274633,0.982218458933107,0.976430976430976,0.982323232323232,0.554878048780488,0.497267759562841,0.596091506900065,0.537313432835821,0.508474576271186,0.568444938408817,0.825379609544469,0.79769392033543,0.831236897274633
ensemble_model_v2_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.53448276 0.51785714 0.60714286 0.66071429],0.479166666666667,0.5,0.844736842105263,0.964539007092198,0.957746478873239,0.964788732394366,0.489795918367347,0.631578947368421,0.505444646098004,0.555555555555556,0.517241379310345,0.49546279491833,0.846753246753247,0.857894736842105,0.844736842105263
ensemble_model_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16,12, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.95833333 0.95486111 0.95138889 0.93055556 0.96503497],0.536170212765957,0.459574468085106,0.876310272536688,1,1,1,0.591760299625468,0.647540983606557,0.53173509357319,0.517110266159696,0.601769911504425,0.464819381981721,0.880081300813008,0.907756813417191,0.876310272536688
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.53125    0.54166667 0.5625     0.48958333],0.51875,0.4625,0.79625,1,1,1,0.468965517241379,0.465753424657534,0.514485907731066,0.469135802469136,0.426966292134831,0.467004272827979,0.792884371029225,0.776119402985075,0.79635115877897
ensemble_model_v2_N40_B130_E170_nb_zones_12_mscn_svdn,40,130,170, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.53448276 0.60344828 0.57142857 0.55357143],0.51063829787234,0.553191489361702,0.884210526315789,1,1,1,0.51063829787234,0.521739130434783,0.510869565217391,0.553191489361702,0.541666666666667,0.553442028985507,0.884210526315789,0.884210526315789,0.884210526315789
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.54255319 0.63829787 0.63829787 0.58510638 0.55319149],0.66025641025641,0.576923076923077,0.828644501278772,0.967880085653105,0.961702127659574,0.968085106382979,0.63448275862069,0.613333333333333,0.658518518518518,0.616279069767442,0.63855421686747,0.572701765967982,0.829081632653061,0.826972010178117,0.82865310020474
ensemble_model_v2_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.5        0.60714286 0.67857143 0.57142857],0.468085106382979,0.51063829787234,0.796610169491525,1,1,1,0.468085106382979,0.478260869565217,0.468297101449275,0.530612244897959,0.448275862068966,0.529693486590038,0.798319327731092,0.772357723577236,0.797683286567379
ensemble_model_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.78125    0.77083333 0.73958333 0.82291667 0.77083333],0.50625,0.5125,0.79,0.976842105263158,0.966666666666667,0.977083333333333,0.598984771573604,0.694117647058823,0.493725490196078,0.585106382978723,0.753424657534247,0.531884742560227,0.804651162790698,0.869346733668342,0.790394759868997
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.65625    0.60416667 0.63829787 0.65957447 0.70212766],0.40506329113924,0.493670886075949,0.620253164556962,0.734177215189873,0.734177215189873,0.734177215189873,0.38961038961039,0.352941176470588,0.409347300564061,0.393939393939394,0.342105263157895,0.488125802310655,0.605263157894737,0.577889447236181,0.620577376679315
ensemble_model_N32_B168_E200_nb_zones_4_mscn_svdn,32,168,200,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.55       0.6        0.44444444 0.38888889],0.59375,0.375,0.79375,1,1,1,0.697674418604651,0.75,0.541666666666667,0.285714285714286,0.285714285714286,0.365079365079365,0.802395209580838,0.817073170731707,0.793151969981238
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdne,4,48,52,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.72916667 0.625      0.66666667 0.70833333],0.51875,0.50625,0.6575,0.714975845410628,0.616666666666667,0.754166666666667,0.483221476510067,0.455696202531646,0.517971558055946,0.483660130718954,0.425287356321839,0.514013541174618,0.61731843575419,0.544334975369458,0.659223325248181
svm_model_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200,10, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.64583333 0.54166667 0.52083333 0.54166667 0.5625    ],0.471428571428571,0.528571428571429,0.734210526315789,0.862222222222222,0.808333333333333,0.870833333333333,0.463768115942029,0.5,0.473684210526316,0.56,0.552631578947368,0.526315789473684,0.726287262872629,0.705263157894737,0.73421052631579
svm_model_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.63793103 0.625      0.625      0.58928571],0.520833333333333,0.520833333333333,0.578947368421053,0.491071428571429,0.387323943661972,0.598591549295775,0.378378378378378,0.291666666666667,0.520833333333333,0.342857142857143,0.25,0.520833333333333,0.45945945945946,0.357894736842105,0.578947368421053
svm_model_N26_B174_E200_nb_zones_6_mscn_svdn,26,174,200,6, mscn, svdn,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.57142857 0.42857143 0.42857143 0.60714286 0.35714286],0.5,0.456521739130435,0.59051724137931,0.671328671328671,0.685714285714286,0.664285714285714,0.51063829787234,0.571428571428571,0.505714285714286,0.358974358974359,0.388888888888889,0.444444444444444,0.585152838427948,0.614678899082569,0.59189229506974
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.51041667 0.46875    0.46875    0.53191489],0.477987421383648,0.553459119496855,0.806532663316583,1,1,1,0.496969696969697,0.440860215053763,0.485581622678397,0.553459119496855,0.556962025316456,0.553481012658228,0.807980049875312,0.788321167883212,0.807147596928619
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.63541667 0.63541667 0.73958333 0.68085106],0.528301886792453,0.49685534591195,0.663316582914573,0.755939524838013,0.732217573221757,0.763598326359833,0.556213017751479,0.602564102564102,0.529677113010446,0.452054794520548,0.532258064516129,0.50324243431992,0.655526992287918,0.672823218997362,0.663749738995084
ensemble_model_v2_N32_B168_E200_nb_zones_4_mscn_svdn,32,168,200, zones, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.45       0.5        0.5        0.44444444],0.516129032258065,0.32258064516129,0.769230769230769,1,1,1,0.571428571428571,0.5,0.522727272727273,0.363636363636364,0.333333333333333,0.32051282051282,0.777777777777778,0.741176470588235,0.771996685998343
svm_model_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.62068966 0.63793103 0.5        0.625      0.64285714],0.617021276595745,0.468085106382979,0.678947368421053,0.697318007662835,0.636363636363636,0.723776223776224,0.625,0.681818181818182,0.620909090909091,0.489795918367347,0.48,0.467272727272727,0.659217877094972,0.621052631578947,0.678947368421053
ensemble_model_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.58333333 0.54166667 0.58333333 0.56521739],0.605633802816901,0.577464788732394,0.842105263157895,0.991525423728814,0.983193277310924,0.991596638655462,0.575757575757576,0.527777777777778,0.606746031746032,0.558823529411765,0.542857142857143,0.576984126984127,0.837837837837838,0.81578947368421,0.842105263157895
ensemble_model_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.5862069  0.39285714 0.57142857 0.64285714],0.541666666666667,0.625,0.884210526315789,0.985714285714286,0.971830985915493,0.985915492957746,0.521739130434783,0.571428571428571,0.544973544973545,0.666666666666667,0.666666666666667,0.619047619047619,0.884210526315789,0.884210526315789,0.884210526315789
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.75       0.73958333 0.77083333 0.73404255],0.534591194968553,0.572327044025157,0.768844221105528,0.907488986784141,0.861924686192469,0.912133891213389,0.602150537634409,0.746666666666667,0.545952380952381,0.634408602150538,0.719512195121951,0.567548305353183,0.777239709443099,0.810606060606061,0.76905303030303
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.78125    0.6875     0.71276596 0.70212766 0.77659574],0.512658227848101,0.569620253164557,0.789873417721519,0.955223880597015,0.945147679324894,0.955696202531646,0.56,0.690140845070423,0.528978468512223,0.622222222222222,0.7,0.567948717948718,0.798543689320388,0.847938144329897,0.790884495050521
ensemble_model_N26_B174_E200_nb_zones_6_mscn_svdn,26,174,200,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.53333333 0.53333333 0.53571429 0.57142857 0.64285714],0.458333333333333,0.416666666666667,0.775,1,1,1,0.518518518518518,0.518518518518518,0.44973544973545,0.44,0.423076923076923,0.416083916083916,0.782258064516129,0.776,0.77495652173913
svm_model_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.7        0.65       0.55555556 0.5       ],0.53125,0.4375,0.69375,0.826086956521739,0.791666666666667,0.833333333333333,0.482758620689655,0.466666666666667,0.527450980392157,0.357142857142857,0.277777777777778,0.46031746031746,0.671140939597315,0.617283950617284,0.694717924675731
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.5625     0.5212766  0.58510638 0.54255319 0.5       ],0.509554140127389,0.496815286624204,0.787531806615776,0.976939203354298,0.98728813559322,0.976694915254237,0.52760736196319,0.5375,0.50900974025974,0.521212121212121,0.488636363636364,0.497941370223979,0.792546583850932,0.789603960396039,0.787472137266083
ensemble_model_N26_B0_E26_nb_zones_12_lab_svd,26,0,26,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97202797 0.95804196 0.97202797 0.97552448 0.96153846],0.527196652719665,0.527196652719665,0.881551362683438,1,1,1,0.678062678062678,1,0.529166666666667,0.678062678062678,0.991666666666667,0.525245098039216,0.893996247654784,0.99895178197065,0.881551362683438
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdne,4,48,52,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.66666667 0.75       0.72916667 0.79166667 0.67708333],0.56875,0.575,0.80125,0.954166666666667,0.954166666666667,0.954166666666667,0.596491228070176,0.645569620253165,0.569698390373496,0.609195402298851,0.63855421686747,0.572523861680488,0.807272727272727,0.828358208955224,0.801113777844446
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8,12, low_bits_2, svdne,1440,480,480,0.6,0.2,0.2, [0.79166667 0.79513889 0.81597222 0.79513889 0.80902778],0.675213675213675,0.658119658119658,0.882075471698113,0.953660174613835,0.986111111111111,0.952083333333333,0.683333333333333,0.672131147540984,0.675351288056206,0.661016949152542,0.696428571428571,0.659689695550351,0.885496183206107,0.911949685534591,0.882075471698113
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.60638298 0.60638298 0.63829787 0.68085106 0.60638298],0.608974358974359,0.621794871794872,0.777493606138107,0.88412017167382,0.876595744680851,0.885106382978723,0.62111801242236,0.632911392405063,0.608663488410324,0.674033149171271,0.685393258426966,0.611353345631394,0.784653465346535,0.786600496277916,0.77720526133157
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.93333333 0.92083333 0.92857143 0.93697479 0.92016807],0.593837535014006,0.635854341736695,0.854297693920335,0.997489539748954,0.998324958123953,0.99748743718593,0.586894586894587,0.544973544973545,0.596891534391534,0.610778443113772,0.607142857142857,0.634259259259259,0.852127659574468,0.839622641509434,0.854297693920335
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8, zones, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.94791667 0.96527778 0.96180556 0.95138889 0.96853147],0.493617021276596,0.463829787234043,0.871593291404612,1,1,1,0.544061302681992,0.617391304347826,0.496195652173913,0.503937007874016,0.533333333333333,0.46231884057971,0.874551971326165,0.895178197064989,0.871593291404612
ensemble_model_v2_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.64583333 0.5        0.5625     0.5       ],0.422535211267606,0.605633802816901,0.818421052631579,1,1,1,0.506024096385542,0.636363636363636,0.436602870813397,0.621621621621622,0.605263157894737,0.605661881977671,0.825316455696203,0.857894736842105,0.818421052631579
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16,12, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.84027778 0.88888889 0.84027778 0.86013986 0.85314685],0.508474576271186,0.444915254237288,0.865303983228511,0.993036211699164,0.993036211699164,0.993036211699164,0.591549295774648,0.756756756756757,0.522378378378378,0.546712802768166,0.632,0.433117117117117,0.872075659532105,0.918238993710692,0.865303983228511
ensemble_model_v2_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.67241379 0.62068966 0.625      0.51785714 0.55357143],0.604166666666667,0.479166666666667,0.873684210526316,0.985714285714286,0.971830985915493,0.985915492957746,0.536585365853659,0.5,0.596153846153846,0.418604651162791,0.346153846153846,0.491258741258741,0.868131868131868,0.831578947368421,0.873684210526316
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdn,16,0,16,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.84965035 0.8951049  0.84265734 0.83916084 0.86267606],0.5125,0.5125,0.867400419287212,0.986703988803359,0.987394957983193,0.986694677871148,0.589473684210526,0.672,0.505565217391304,0.565055762081784,0.660869565217391,0.518434782608696,0.872415532022188,0.906708595387841,0.867400419287212
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.72916667 0.72916667 0.70833333 0.77083333],0.53125,0.55625,0.8025,0.97489539748954,0.970833333333333,0.975,0.56140350877193,0.539325842696629,0.530226301630005,0.607734806629834,0.578947368421053,0.551012145748988,0.809638554216867,0.792452830188679,0.803141308711361
ensemble_model_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200,4, mscn, svdne,92,30,30,0.605263157894737,0.197368421052632,0.197368421052632, [0.65       0.72222222 0.61111111 0.5        0.55555556],0.5,0.433333333333333,0.789473684210526,1,1,1,0.545454545454546,0.5625,0.495535714285714,0.451612903225806,0.5,0.4375,0.794871794871795,0.81578947368421,0.789473684210526
ensemble_model_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.60344828 0.53448276 0.55357143 0.57142857],0.51063829787234,0.574468085106383,0.863157894736842,0.968858131487889,0.979020979020979,0.968531468531469,0.51063829787234,0.461538461538462,0.516483516483517,0.5,0.476190476190476,0.565018315018315,0.861702127659574,0.852631578947368,0.863157894736842
ensemble_model_v2_N26_B174_E200_nb_zones_6_mscn_svdn,26,174,200, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.43333333 0.33333333 0.53571429 0.46428571 0.5       ],0.416666666666667,0.5625,0.795833333333333,1,1,1,0.44,0.5,0.423076923076923,0.588235294117647,0.576923076923077,0.561188811188811,0.8,0.816666666666667,0.795833333333333
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.87412587 0.84615385 0.86363636 0.87412587 0.83916084],0.518828451882845,0.569037656903766,0.870545073375262,0.97979094076655,0.983216783216783,0.97972027972028,0.545454545454545,0.584745762711864,0.519645608628659,0.602316602316602,0.644628099173554,0.568076761451184,0.873138161273754,0.890985324947589,0.870545073375262
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.94791667 0.90625    0.95804196 0.96503497 0.96853147],0.523206751054852,0.510548523206751,0.877358490566038,0.996510816468946,0.99581589958159,0.996513249651325,0.67621776504298,0.991596638655462,0.52122204814129,0.666666666666667,0.983050847457627,0.512533827090158,0.890140845070423,0.993710691823899,0.877358490566038
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.40625    0.52083333 0.53125    0.52083333],0.46875,0.54375,0.79375,0.985567010309278,0.995833333333333,0.985416666666667,0.53551912568306,0.550561797752809,0.4583794904257,0.596685082872928,0.613636363636364,0.535984848484849,0.80565371024735,0.820143884892086,0.792578469861187
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.80208333 0.77083333 0.8125     0.8125    ],0.50625,0.5375,0.7825,0.955974842767296,0.95,0.95625,0.490322580645161,0.550724637681159,0.511626055104316,0.588888888888889,0.623529411764706,0.531764705882353,0.785714285714286,0.809644670050762,0.782901152759371
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16,12, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86363636 0.83566434 0.83566434 0.87062937 0.82517483],0.556485355648536,0.493723849372385,0.870545073375262,0.986091794158554,0.991608391608392,0.986013986013986,0.530973451327434,0.517241379310345,0.555368657134847,0.457399103139013,0.414634146341463,0.496110176619007,0.869104398516163,0.859538784067086,0.870545073375262
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.77083333 0.73404255 0.76595745 0.71276596],0.455696202531646,0.525316455696203,0.673417721518987,0.773892773892774,0.70042194092827,0.79535864978903,0.481927710843373,0.506329113924051,0.455696202531646,0.571428571428571,0.641025641025641,0.526762820512821,0.664935064935065,0.649746192893401,0.673357944931549
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.69148936 0.70212766 0.75531915 0.64893617 0.73404255],0.525641025641026,0.532051282051282,0.780051150895141,0.946236559139785,0.936170212765957,0.946808510638298,0.564705882352941,0.716417910447761,0.549220191178937,0.601092896174863,0.785714285714286,0.555647840531561,0.789731051344743,0.868279569892473,0.784139784946236
svm_model_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.60714286 0.64285714 0.60714286 0.53571429],0.553191489361702,0.446808510638298,0.572033898305085,0.470588235294118,0.338028169014084,0.619718309859155,0.363636363636364,0.25,0.559782608695652,0.277777777777778,0.192307692307692,0.477106227106227,0.409356725146199,0.289256198347107,0.579410707869206
ensemble_model_v2_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.55       0.7        0.65       0.61111111 0.55555556],0.625,0.59375,0.84375,1,1,1,0.538461538461538,0.4375,0.625,0.606060606060606,0.555555555555556,0.599206349206349,0.838709677419355,0.792682926829268,0.845059412132583
svm_model_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.63793103 0.60714286 0.48214286 0.57142857],0.520833333333333,0.625,0.56578947368421,0.487603305785124,0.415492957746479,0.563380281690141,0.465116279069767,0.37037037037037,0.542328042328042,0.526315789473684,0.476190476190476,0.608465608465608,0.489164086687307,0.415789473684211,0.56578947368421
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.52083333 0.47916667 0.47916667 0.46875   ],0.5375,0.48125,0.51375,0.592982456140351,0.704166666666667,0.516666666666667,0.606382978723404,0.730769230769231,0.542213883677298,0.565445026178011,0.666666666666667,0.478902953586498,0.590094836670179,0.701754385964912,0.514218838867743
svm_model_N8_B46_E54_nb_zones_4_lab_svd,8,46,54,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.91666667 0.92708333 0.91489362 0.92553191 0.85106383],0.613924050632911,0.531645569620253,0.818987341772152,0.983193277310924,0.987341772151899,0.983122362869198,0.693467336683417,0.884615384615385,0.617307692307692,0.63,0.807692307692308,0.535096153846154,0.836571428571429,0.931297709923664,0.819553137077701
ensemble_model_v2_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.60344828 0.55172414 0.62068966 0.51785714 0.53571429],0.595744680851064,0.659574468085106,0.868421052631579,0.947368421052632,0.944055944055944,0.947552447552448,0.612244897959184,0.625,0.595108695652174,0.666666666666667,0.695652173913043,0.660326086956522,0.869109947643979,0.873684210526316,0.868421052631579
svm_model_N4_B48_E52_nb_zones_6_lab_svd,4,48,52,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.79861111 0.84027778 0.83098592 0.82394366 0.86619718],0.495798319327731,0.521008403361345,0.736974789915966,0.885341074020319,0.854341736694678,0.889355742296919,0.53125,0.653846153846154,0.513490241102181,0.592857142857143,0.6484375,0.510582386363636,0.744489795918367,0.774193548387097,0.737346358220171
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26,12, low_bits_5, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.95486111 0.95138889 0.96180556 0.91958042 0.96853147],0.555084745762712,0.483050847457627,0.881027253668763,1,1,1,0.670846394984326,0.891666666666667,0.549281609195402,0.61875,0.853448275862069,0.489224137931034,0.890602409638554,0.968553459119497,0.881027253668763
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.73958333 0.73958333 0.77083333 0.76041667],0.50625,0.51875,0.775,0.949367088607595,0.9375,0.95,0.548571428571429,0.592592592592593,0.505157055789967,0.569832402234637,0.621951219512195,0.516103814884303,0.782608695652174,0.803970223325062,0.774781081435831
svm_model_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.76666667 0.63333333 0.53571429 0.57142857 0.64285714],0.645833333333333,0.604166666666667,0.85,1,1,1,0.653061224489796,0.695652173913043,0.647826086956522,0.627450980392157,0.727272727272727,0.613636363636364,0.852459016393443,0.888888888888889,0.850948509485095
ensemble_model_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200,6, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.67857143 0.67857143 0.57142857 0.67857143 0.46428571],0.543478260869565,0.565217391304348,0.810344827586207,0.978102189781022,0.957142857142857,0.978571428571429,0.553191489361702,0.590909090909091,0.545454545454545,0.565217391304348,0.590909090909091,0.566287878787879,0.808695652173913,0.81578947368421,0.810437109723461
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.94405594 0.96153846 0.93356643 0.94055944 0.95422535],0.554166666666667,0.466666666666667,0.870545073375262,0.991584852734923,0.990196078431373,0.991596638655462,0.696883852691218,0.976190476190476,0.531954887218045,0.627906976744186,0.947368421052632,0.489557226399332,0.883655204898728,0.983228511530398,0.870545073375262
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svd,26,0,26,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.95486111 0.9375     0.96503497 0.97202797 0.94405594],0.443037974683544,0.569620253164557,0.877358490566038,1,1,1,0.611764705882353,1,0.503759398496241,0.722826086956522,1,0.509615384615385,0.890756302521008,1,0.877358490566038
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26,12, low_bits_2, svd,1440,480,480,0.6,0.2,0.2, [0.88541667 0.88888889 0.89930556 0.89930556 0.88194444],0.628205128205128,0.602564102564102,0.881027253668763,0.968048946295037,0.988888888888889,0.967361111111111,0.635983263598326,0.64957264957265,0.628205128205128,0.567441860465116,0.521367521367521,0.602564102564102,0.882077922077922,0.889937106918239,0.881027253668763
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.94791667 0.95486111 0.94405594 0.96503497 0.95804196],0.49789029535865,0.49789029535865,0.873689727463312,0.997909407665505,0.99860529986053,0.997907949790795,0.662889518413598,0.975,0.491773504273504,0.657060518731989,0.974358974358974,0.503846153846154,0.88711943793911,0.992662473794549,0.873689727463312
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.6875     0.76041667 0.625      0.71875   ],0.5125,0.55,0.64,0.733590733590734,0.791666666666667,0.7125,0.551724137931034,0.571428571428571,0.509398496240602,0.581395348837209,0.555555555555556,0.549206349206349,0.666666666666667,0.695652173913043,0.63798152737103
ensemble_model_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.62068966 0.56896552 0.46428571 0.53571429 0.44642857],0.5625,0.520833333333333,0.871052631578947,0.982578397212544,0.992957746478873,0.982394366197183,0.618181818181818,0.708333333333333,0.5625,0.622950819672131,0.791666666666667,0.520833333333333,0.878411910669975,0.931578947368421,0.871052631578947
svm_model_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.6        0.66666667 0.66666667 0.77777778],0.645161290322581,0.612903225806452,0.711538461538462,0.770833333333333,0.787234042553192,0.765957446808511,0.685714285714286,0.857142857142857,0.663865546218487,0.647058823529412,0.647058823529412,0.609243697478992,0.727272727272727,0.769230769230769,0.711538461538462
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.8125     0.70833333 0.80208333 0.72340426],0.509433962264151,0.572327044025157,0.787688442211055,0.951167728237792,0.937238493723849,0.951882845188284,0.506329113924051,0.465116279069767,0.513380057343103,0.609195402298851,0.646341463414634,0.569923978460564,0.789539227895392,0.778869778869779,0.787892472982447
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,1428,476,476,0.6,0.2,0.2, [0.94405594 0.95454545 0.93356643 0.94755245 0.95422535],0.508333333333333,0.479166666666667,0.867924528301887,0.993693062368605,0.992997198879552,0.993697478991597,0.559701492537313,0.5859375,0.502790178571429,0.476987447698745,0.508928571428571,0.481026785714286,0.869700103412616,0.881551362683438,0.867924528301887
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95138889 0.95454545 0.93706294 0.94055944 0.94055944],0.512605042016807,0.558823529411765,0.881027253668763,0.995798319327731,0.993016759776536,0.995810055865922,0.532258064516129,0.536585365853659,0.511770943796394,0.564315352697095,0.591304347826087,0.559879816189466,0.881585811163276,0.885744234800839,0.881027253668763
ensemble_model_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.63333333 0.57142857 0.64285714 0.57142857],0.583333333333333,0.5625,0.825,0.993006993006993,0.986111111111111,0.993055555555556,0.615384615384615,0.571428571428571,0.585714285714286,0.461538461538462,0.5625,0.5625,0.820512820512821,0.827586206896552,0.825083426028921
ensemble_model_v2_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.5        0.67857143 0.53571429 0.53571429],0.617021276595745,0.553191489361702,0.834745762711864,1,1,1,0.590909090909091,0.68421052631579,0.62781954887218,0.553191489361702,0.590909090909091,0.555454545454545,0.832618025751073,0.866071428571429,0.836261520737327
ensemble_model_N8_B46_E54_nb_zones_4_lab_svd,8,46,54,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.86458333 0.86458333 0.84375    0.88297872],0.59748427672956,0.610062893081761,0.801507537688442,0.933333333333333,0.937238493723849,0.933054393305439,0.670103092783505,0.833333333333333,0.601851851851852,0.686868686868687,0.80952380952381,0.598095238095238,0.818807339449541,0.890274314214464,0.800833359638877
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74475524 0.73076923 0.73776224 0.70979021 0.73076923],0.598326359832636,0.606694560669456,0.859014675052411,0.946657663740715,0.98041958041958,0.944755244755245,0.633587786259542,0.721739130434783,0.602805049088359,0.646616541353384,0.693548387096774,0.603295932678822,0.866102538576406,0.911949685534591,0.859014675052411
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93697479 0.94537815 0.94957983 0.95378151 0.93277311],0.559888579387187,0.593314763231198,0.839098532494759,0.997481108312343,0.998319327731092,0.997478991596639,0.586387434554974,0.615384615384615,0.559104737070839,0.601092896174863,0.621468926553672,0.593701496243869,0.841670964414647,0.855345911949686,0.839098532494759
ensemble_model_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.55       0.5        0.55555556 0.61111111],0.548387096774194,0.645161290322581,0.826923076923077,0.978260869565217,0.957446808510638,0.978723404255319,0.5625,0.818181818181818,0.609090909090909,0.620689655172414,0.642857142857143,0.644957983193277,0.823529411764706,0.875,0.830357142857143
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.80555556 0.68055556 0.78873239 0.76760563 0.78169014],0.53781512605042,0.554621848739496,0.704201680672269,0.795795795795796,0.742296918767507,0.80952380952381,0.53781512605042,0.533333333333333,0.537853107344633,0.589147286821705,0.612903225806452,0.552065647990945,0.697074010327022,0.6738768718802,0.704510592137044
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.47916667 0.39583333 0.54255319 0.5212766 ],0.468354430379747,0.493670886075949,0.792929292929293,1,1,1,0.493975903614458,0.471264367816092,0.468026550105229,0.518072289156626,0.505882352941176,0.492667203867849,0.797029702970297,0.785365853658537,0.793206487038692
ensemble_model_v2_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.53448276 0.5862069  0.5862069  0.55172414 0.58928571],0.565217391304348,0.521739130434783,0.871052631578947,0.975609756097561,0.972222222222222,0.975694444444444,0.411764705882353,0.411764705882353,0.533468559837728,0.541666666666667,0.448275862068966,0.547667342799189,0.867208672086721,0.842105263157895,0.871052631578947
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.94097222 0.95486111 0.93356643 0.94405594 0.93006993],0.573839662447257,0.535864978902954,0.882075471698113,0.990264255910988,0.99302649930265,0.99023709902371,0.635379061371841,0.727272727272727,0.570532915360501,0.58955223880597,0.681034482758621,0.538864348817327,0.886535552193646,0.921383647798742,0.882075471698113
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svd,4,48,52,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.63888889 0.70833333 0.73611111 0.66666667 0.63194444],0.5375,0.5625,0.7525,0.883116883116883,0.85,0.8875,0.581132075471698,0.583333333333333,0.532407407407407,0.574898785425101,0.628318584070796,0.566127795972406,0.753526970954357,0.750413223140496,0.752517535939996
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.9375     0.93706294 0.95104895 0.92307692 0.96503497],0.504201680672269,0.508403361344538,0.870020964360587,0.990851513019001,0.983240223463687,0.990921787709497,0.549618320610687,0.620689655172414,0.507066139061617,0.558490566037736,0.60655737704918,0.505864895421142,0.872689938398357,0.890985324947589,0.870020964360587
ensemble_model_v2_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.56666667 0.7        0.5        0.57142857 0.53571429],0.520833333333333,0.604166666666667,0.825,1,1,1,0.530612244897959,0.541666666666667,0.520833333333333,0.558139534883721,0.521739130434783,0.600869565217391,0.822033898305085,0.815126050420168,0.82491839711091
svm_model_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.65789474 0.68421053 0.44736842 0.57894737],0.523809523809524,0.587301587301587,0.822784810126582,1,1,1,0.53125,0.62962962962963,0.537037037037037,0.638888888888889,0.621621621621622,0.58004158004158,0.828220858895706,0.849056603773585,0.822617473861315
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.58333333 0.65625    0.58510638 0.4893617 ],0.60126582278481,0.607594936708861,0.805555555555556,0.939457202505219,0.945378151260504,0.939075630252101,0.613496932515337,0.617283950617284,0.600849767516434,0.655555555555556,0.655555555555556,0.599836601307189,0.812652068126521,0.816625916870416,0.805179799166278
ensemble_model_v2_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.6        0.35       0.55       0.55555556 0.5       ],0.625,0.59375,0.84375,1,1,1,0.666666666666667,0.6,0.633333333333333,0.518518518518519,0.5,0.583333333333333,0.842767295597484,0.817073170731707,0.84443402126329
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.75       0.71875    0.78723404 0.72340426 0.73404255],0.518987341772152,0.531645569620253,0.773417721518987,0.938428874734607,0.932489451476793,0.938818565400844,0.518987341772152,0.476744186046512,0.523094315245478,0.54320987654321,0.54320987654321,0.531345198011865,0.77370417193426,0.757425742574257,0.773790591494383
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svd,8,46,54,4, low_bits_4_shifted_2, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.82291667 0.84042553 0.77659574 0.75531915 0.81914894],0.598726114649682,0.54140127388535,0.791348600508906,0.93763440860215,0.923728813559322,0.938559322033898,0.706976744186046,0.894117647058824,0.572058823529412,0.650485436893204,0.848101265822785,0.539435248296008,0.81489841986456,0.9025,0.789332901554404
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.73958333 0.86458333 0.82291667 0.82291667],0.5125,0.43125,0.7425,0.921775898520084,0.908333333333333,0.922916666666667,0.602040816326531,0.756410256410256,0.518449030644153,0.538071065989848,0.688311688311688,0.440541386324519,0.762124711316397,0.835443037974684,0.743647444913268
ensemble_model_N4_B48_E52_nb_zones_6_lab_svd,4,48,52,6, lab, svd,708,236,236,0.6,0.2,0.2, [0.77464789 0.83802817 0.81690141 0.85211268 0.82142857],0.538135593220339,0.546610169491525,0.80593220338983,0.981664315937941,0.983050847457627,0.981638418079096,0.588679245283019,0.728971962616822,0.554408461928566,0.605166051660517,0.732142857142857,0.555587557603687,0.816064257028113,0.886561954624782,0.808190367757201
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77083333 0.65492958 0.66197183 0.72535211 0.71126761],0.493670886075949,0.451476793248945,0.702360876897133,0.853067047075606,0.839887640449438,0.855337078651685,0.53125,0.586206896551724,0.495582787118837,0.522058823529412,0.586776859504132,0.44856084354517,0.712774613506916,0.738617200674536,0.702360876897133
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.87083333 0.85       0.83613445 0.82352941 0.87815126],0.627450980392157,0.605042016806723,0.843291404612159,0.979355904211396,0.993299832495812,0.979061976549414,0.637602179836512,0.664772727272727,0.627966474133601,0.60056657223796,0.585635359116022,0.605317679558011,0.845157949249094,0.855345911949686,0.843291404612159
svm_model_N32_B168_E200_nb_zones_6_mscn_svdn,32,168,200,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.46666667 0.43333333 0.46428571 0.53571429 0.60714286],0.541666666666667,0.479166666666667,0.804166666666667,1,1,1,0.576923076923077,0.75,0.571428571428571,0.528301886792453,0.466666666666667,0.483333333333333,0.811244979919679,0.827868852459016,0.803764934704084
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svd,8,46,54, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.88541667 0.85416667 0.94791667 0.88541667 0.88297872],0.578616352201258,0.522012578616352,0.806532663316583,0.977225672877847,0.98744769874477,0.976987447698745,0.598802395209581,0.666666666666667,0.583333333333333,0.568181818181818,0.609756097560976,0.519163763066202,0.813559322033898,0.848484848484848,0.806742424242424
ensemble_model_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200,8, mscn, svd,192,64,64,0.6,0.2,0.2, [0.45       0.5        0.65789474 0.52631579 0.52631579],0.578125,0.453125,0.803125,0.994764397905759,0.989583333333333,0.994791666666667,0.658227848101266,0.65,0.554166666666667,0.406779661016949,0.461538461538462,0.454453441295547,0.808510638297872,0.820987654320988,0.802898890451633
ensemble_model_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.9875     0.94117647 0.95378151 0.94117647],0.543417366946779,0.507002801120448,0.821802935010482,0.999161777032691,0.998324958123953,0.999162479061976,0.555858310626703,0.554347826086957,0.543069866800704,0.526881720430108,0.566473988439306,0.508780472480523,0.824016563146998,0.834381551362683,0.821802935010482
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.96180556 0.95833333 0.94405594 0.95454545 0.92657343],0.468354430379747,0.485232067510549,0.866352201257862,0.995121951219512,0.99581589958159,0.995118549511855,0.543478260869565,0.630252100840336,0.467668423301524,0.527131782945736,0.576271186440678,0.485614584816978,0.870492635855764,0.89832285115304,0.866352201257862
svm_model_N40_B160_E200_nb_zones_4_mscn_svdn,40,160,200,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.55       0.55       0.5        0.55555556],0.53125,0.4375,0.79375,1,1,1,0.516129032258065,0.5,0.53125,0.307692307692308,0.307692307692308,0.417004048582996,0.784313725490196,0.779220779220779,0.793224847441715
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.95454545 0.93006993 0.95104895 0.96853147 0.95070423],0.508333333333333,0.508333333333333,0.864779874213837,0.984419263456091,0.973389355742297,0.984593837535014,0.666666666666667,0.975206611570248,0.5044100284742,0.662857142857143,0.974789915966386,0.512188346412945,0.878071833648393,0.973794549266247,0.864779874213837
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.84375    0.79166667 0.85416667 0.83333333],0.5875,0.50625,0.755,0.893081761006289,0.8875,0.89375,0.648936170212766,0.685393258426966,0.575090995410666,0.603015075376884,0.689655172413793,0.488663202645253,0.773148148148148,0.802884615384615,0.753004807692308
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.58333333 0.66666667 0.625      0.64583333],0.4625,0.475,0.72,0.885593220338983,0.870833333333333,0.8875,0.4625,0.435294117647059,0.464313725490196,0.475,0.457831325301205,0.475668909403849,0.717171717171717,0.696078431372549,0.720488195278111
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.44791667 0.46875    0.52083333 0.54166667],0.525,0.54375,0.8025,0.981052631578947,0.970833333333333,0.98125,0.563218390804598,0.544444444444444,0.522222222222222,0.535031847133758,0.51219512195122,0.544559099437148,0.803970223325062,0.786407766990291,0.802997697928135
ensemble_model_N32_B168_E200_nb_zones_6_mscn_svdn,32,168,200,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.64285714 0.39285714 0.57142857 0.53571429],0.51063829787234,0.48936170212766,0.800847457627119,1,1,1,0.581818181818182,0.615384615384615,0.498168498168498,0.428571428571429,0.428571428571429,0.483516483516483,0.803347280334728,0.813559322033898,0.800847457627119
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.72916667 0.69791667 0.58333333 0.64583333],0.53125,0.55,0.7475,0.886128364389234,0.891666666666667,0.885416666666667,0.598930481283422,0.651162790697674,0.521527341294783,0.617021276595745,0.828571428571429,0.580952380952381,0.764568764568764,0.828282828282828,0.748299829982998
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.94166667 0.94166667 0.91666667 0.93697479 0.96218487],0.539325842696629,0.558988764044944,0.829140461215933,0.995829858215179,0.998327759197324,0.995819397993311,0.523255813953488,0.511363636363636,0.539015151515151,0.555240793201133,0.544444444444444,0.55915404040404,0.828059071729958,0.822851153039832,0.829140461215933
ensemble_model_v2_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.65789474 0.63157895 0.81578947 0.63157895],0.53968253968254,0.492063492063492,0.80379746835443,0.994708994708995,0.989473684210526,0.994736842105263,0.524590163934426,0.533333333333333,0.539393939393939,0.515151515151515,0.566666666666667,0.495454545454545,0.80379746835443,0.819354838709677,0.804087357243037
ensemble_model_N40_B160_E200_nb_zones_4_mscn_svdn,40,160,200,4, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.35       0.45       0.45       0.77777778 0.72222222],0.5625,0.53125,0.81875,1,1,1,0.533333333333333,0.470588235294118,0.568627450980392,0.634146341463415,0.8125,0.53125,0.826347305389222,0.851851851851852,0.818330989217065
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svd,8,46,54,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.83333333 0.76041667 0.73958333 0.74468085],0.534591194968553,0.477987421383648,0.802763819095477,1,1,1,0.564705882352941,0.75,0.569736842105263,0.560846560846561,0.697368421052632,0.487238427393786,0.812425328554361,0.897097625329815,0.807062002113349
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.79166667 0.79787234 0.70212766 0.76595745],0.544303797468354,0.531645569620253,0.79746835443038,0.970464135021097,0.970464135021097,0.970464135021097,0.621052631578947,0.7375,0.541826923076923,0.610526315789474,0.725,0.529166666666667,0.812646370023419,0.874055415617129,0.797078598393806
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.89236111 0.8951049  0.92307692 0.86013986 0.86713287],0.57563025210084,0.525210084033613,0.866352201257862,0.971428571428571,0.973463687150838,0.971368715083799,0.664451827242525,0.806451612903226,0.565506508205999,0.616949152542373,0.798245614035088,0.536219581211092,0.874446085672083,0.930817610062893,0.866352201257862
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52,6, low_bits_6, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75694444 0.74647887 0.75352113 0.71830986 0.76760563],0.531645569620253,0.527426160337553,0.775716694772344,0.938659058487874,0.924157303370786,0.939606741573034,0.577946768060836,0.633333333333333,0.53034188034188,0.569230769230769,0.578125,0.52300745412844,0.782679738562092,0.793046357615894,0.77538915818939
svm_model_N32_B0_E32_nb_zones_12_lab_svd,32,0,32,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.97916667 0.97552448 0.94055944 0.96853147 0.96853147],0.525210084033613,0.474789915966386,0.874737945492663,0.999302163293789,1,0.999301675977654,0.68870523415978,1,0.5,0.643874643874644,1,0.5,0.888681881695389,1,0.874737945492663
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdne,40,0,40,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.9375     0.9125     0.93277311 0.93277311 0.92436975],0.546218487394958,0.515406162464986,0.822327044025157,0.996649916247906,0.996649916247906,0.996649916247906,0.474025974025974,0.396739130434783,0.550970721286755,0.413559322033898,0.352601156069364,0.510539708469465,0.81135225375626,0.764150943396226,0.822327044025157
svm_model_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.44827586 0.57142857 0.53571429 0.64285714],0.604166666666667,0.604166666666667,0.594736842105263,0.467889908256881,0.359154929577465,0.591549295774648,0.486486486486487,0.346153846153846,0.627622377622378,0.457142857142857,0.363636363636364,0.585664335664336,0.468965517241379,0.357894736842105,0.594736842105263
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svd,4,48,52,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.71527778 0.72222222 0.78169014 0.73943662 0.76056338],0.487394957983193,0.483193277310924,0.752100840336134,0.927745664739884,0.899159663865546,0.929971988795518,0.570422535211268,0.663934426229508,0.482829282080271,0.535849056603774,0.612068965517241,0.48636235161108,0.76228847703465,0.794957983193277,0.752100840336134
ensemble_model_v2_N32_B168_E200_nb_zones_6_mscn_svdn,32,168,200, zones, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.4        0.53571429 0.5        0.53571429 0.53571429],0.468085106382979,0.553191489361702,0.805084745762712,1,1,1,0.390243902439024,0.347826086956522,0.465579710144927,0.461538461538462,0.428571428571429,0.541208791208791,0.792792792792793,0.765217391304348,0.804096298957959
svm_model_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.65625    0.57291667 0.58510638 0.58510638 0.68085106],0.512658227848101,0.481012658227848,0.715189873417722,0.864754098360656,0.890295358649789,0.860759493670886,0.583783783783784,0.692307692307692,0.514903846153846,0.539325842696629,0.585365853658537,0.476893453145058,0.735605170387779,0.788413098236776,0.714817236141289
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.76041667 0.8125     0.8125     0.75      ],0.5,0.50625,0.75,0.91220556745182,0.8875,0.914583333333333,0.56043956043956,0.614457831325301,0.495540603974339,0.538011695906433,0.647887323943662,0.520572875454977,0.75609756097561,0.786802030456853,0.750543872371283
svm_model_N26_B174_E200_nb_zones_8_mscn_svdn,26,174,200,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.52631579 0.57894737 0.52631579 0.57894737 0.55263158],0.476190476190476,0.523809523809524,0.655063291139241,0.774509803921569,0.831578947368421,0.757894736842105,0.547945205479452,0.588235294117647,0.466531440162272,0.464285714285714,0.464285714285714,0.517857142857143,0.672672672672673,0.713375796178344,0.655430036453952
ensemble_model_v2_N40_B160_E200_nb_zones_4_mscn_svdn,40,160,200, zones, mscn, svdn,96,32,32,0.6,0.2,0.2, [0.5        0.5        0.6        0.44444444 0.55555556],0.53125,0.59375,0.825,1,1,1,0.482758620689655,0.466666666666667,0.527450980392157,0.666666666666667,0.764705882352941,0.582352941176471,0.829268292682927,0.85,0.825
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svd,4,48,52, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.79166667 0.81944444 0.80985915 0.78169014 0.85211268],0.529411764705882,0.558823529411765,0.794957983193277,0.96137339055794,0.941176470588235,0.96218487394958,0.537190082644628,0.670103092783505,0.551363603129341,0.615384615384615,0.636363636363636,0.549313893653516,0.799011532125206,0.827645051194539,0.795445042153561
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.83333333 0.88541667 0.79166667 0.84042553],0.446540880503145,0.509433962264151,0.767587939698492,0.960167714884696,0.9581589958159,0.960251046025105,0.536842105263158,0.621951219512195,0.440845739626227,0.580645161290323,0.692307692307692,0.512820512820513,0.783118405627198,0.837092731829574,0.767412864655341
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.67361111 0.70138889 0.6056338  0.72535211],0.466386554621849,0.411764705882353,0.600671140939597,0.71251719394773,0.723463687150838,0.708100558659218,0.409302325581395,0.376068376068376,0.464893692166419,0.375,0.333333333333333,0.416666666666667,0.591766723842196,0.574043261231281,0.600896419109718
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.66666667 0.64583333 0.71875    0.66666667],0.58125,0.56875,0.63,0.709090909090909,0.8125,0.666666666666667,0.673170731707317,0.802325581395349,0.563324952859837,0.669856459330144,0.886075949367089,0.572667604313174,0.692946058091286,0.824691358024691,0.627535552430067
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.93356643 0.96153846 0.95804196 0.97902098 0.94014085],0.516666666666667,0.4875,0.873689727463312,0.99859747545582,0.997198879551821,0.99859943977591,0.528455284552846,0.528455284552846,0.516364394413175,0.472103004291845,0.47008547008547,0.487075255367938,0.873490813648294,0.872117400419287,0.873689727463312
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.93356643 0.96153846 0.96503497 0.94405594 0.97535211],0.45,0.55,0.874213836477987,1,1,1,0.620689655172414,1,0.5,0.709677419354839,1,0.5,0.888268156424581,1,0.874213836477987
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.87847222 0.85416667 0.86805556 0.85069444 0.83916084],0.629787234042553,0.6,0.893081761006289,0.984038861901457,0.986091794158554,0.984005563282337,0.678966789667897,0.754098360655738,0.624836790947338,0.62992125984252,0.707964601769911,0.603982300884956,0.896236012207528,0.923480083857442,0.893081761006289
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.94537815 0.93277311 0.93277311 0.93697479 0.96610169],0.566666666666667,0.577777777777778,0.835953878406709,0.995794785534062,0.996632996632997,0.995791245791246,0.472972972972973,0.397727272727273,0.562994071146245,0.518987341772152,0.445652173913043,0.580780632411067,0.826207662409772,0.779874213836478,0.835953878406709
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54,4, low_bits_3, svd,468,156,156,0.6,0.2,0.2, [0.4787234  0.63829787 0.61702128 0.64893617 0.5326087 ],0.602564102564102,0.551282051282051,0.778205128205128,0.915811088295688,0.952991452991453,0.912393162393162,0.537313432835821,0.467532467532467,0.60085484136117,0.513888888888889,0.468354430379747,0.552359033371692,0.773856209150327,0.758974358974359,0.778205128205128
svm_model_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.60714286 0.64285714 0.64285714 0.57142857],0.723404255319149,0.553191489361702,0.771186440677966,0.855072463768116,0.830985915492958,0.859154929577465,0.666666666666667,0.68421052631579,0.717105263157895,0.553191489361702,0.541666666666667,0.553442028985507,0.758928571428571,0.745614035087719,0.770348001150417
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.76388889 0.69444444 0.75694444 0.82638889 0.78169014],0.456066945606695,0.506276150627615,0.768394648829431,0.959326788218794,0.952646239554318,0.959610027855153,0.471544715447154,0.487394957983193,0.456197478991597,0.5390625,0.530769230769231,0.503916725476359,0.77201646090535,0.771381578947368,0.768343850698174
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.97552448 0.95454545 0.96153846 0.93661972],0.633333333333333,0.5625,0.898846960167715,1,1,1,0.698630136986301,0.803149606299213,0.622813741202704,0.628975265017668,0.787610619469027,0.574907671939238,0.9036445332002,0.948637316561845,0.898846960167715
ensemble_model_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.53448276 0.65517241 0.75       0.51785714],0.48936170212766,0.617021276595745,0.860526315789474,0.961672473867596,0.965034965034965,0.961538461538462,0.5,0.521739130434783,0.490036231884058,0.571428571428571,0.5,0.619565217391304,0.859416445623342,0.852631578947368,0.860526315789474
svm_model_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200,4, mscn, svdne,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.65       0.65       0.66666667 0.5        0.72222222],0.387096774193548,0.419354838709678,0.711538461538462,0.911111111111111,0.872340425531915,0.914893617021277,0.173913043478261,0.142857142857143,0.365546218487395,0.357142857142857,0.333333333333333,0.416666666666667,0.680851063829787,0.631578947368421,0.709539473684211
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.88811189 0.87062937 0.87762238 0.86363636 0.86363636],0.631799163179916,0.598326359832636,0.878930817610063,0.967786154900617,0.987412587412587,0.967132867132867,0.65625,0.717948717948718,0.633564522908785,0.612903225806452,0.622950819672131,0.597800196160852,0.882322975038207,0.907756813417191,0.878930817610063
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.77083333 0.78125    0.8125     0.76595745],0.59748427672956,0.534591194968553,0.807788944723618,0.968421052631579,0.96234309623431,0.968619246861925,0.483870967741935,0.416666666666667,0.581896551724138,0.430769230769231,0.341463414634146,0.540861577446943,0.790123456790124,0.732824427480916,0.806858863864527
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.77083333 0.78723404 0.87234043 0.78723404],0.506329113924051,0.525316455696203,0.793670886075949,0.978902953586498,0.978902953586498,0.978902953586498,0.409090909090909,0.415384615384615,0.492638544251447,0.556213017751479,0.580246913580247,0.523889690556357,0.789677419354839,0.798955613577023,0.793826701137406
ensemble_model_N26_B174_E200_nb_zones_8_mscn_svdn,26,174,200,8, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.575      0.47368421 0.57894737 0.52631579 0.5       ],0.4375,0.4375,0.775,1,1,1,0.454545454545454,0.483870967741936,0.438905180840665,0.454545454545454,0.483870967741936,0.438905180840665,0.777777777777778,0.79746835443038,0.775277387091733
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svd,32,0,32,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.95833333 0.96527778 0.94055944 0.96153846 0.94055944],0.493670886075949,0.506329113924051,0.875262054507338,0.999302163293789,0.99860529986053,0.999302649930265,0.661016949152542,1,0.5,0.672268907563025,1,0.5,0.888992537313433,0.99895178197065,0.875262054507337
ensemble_model_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.75       0.60714286 0.67857143 0.57142857],0.595744680851064,0.617021276595745,0.838983050847458,0.992907801418439,0.985915492957746,0.992957746478873,0.595744680851064,0.518518518518518,0.609259259259259,0.571428571428571,0.521739130434783,0.615036231884058,0.834782608695652,0.793388429752066,0.840172475745598
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.73958333 0.77659574 0.74468085 0.67021277],0.512658227848101,0.525316455696203,0.777215189873418,0.949367088607595,0.949367088607595,0.949367088607595,0.521739130434783,0.575342465753425,0.517082997582595,0.571428571428571,0.609756097560976,0.521983311938383,0.782716049382716,0.808673469387755,0.777452312583325
ensemble_model_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.65       0.7        0.5        0.38888889 0.61111111],0.5,0.5625,0.79375,0.967741935483871,0.9375,0.96875,0.466666666666667,0.388888888888889,0.515873015873016,0.533333333333333,0.533333333333333,0.56078431372549,0.784313725490196,0.740740740740741,0.794421003281763
ensemble_model_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.65625    0.58333333 0.58333333 0.65957447],0.490566037735849,0.528301886792453,0.798994974874372,0.991701244813278,1,0.99163179916318,0.448979591836735,0.44,0.487857142857143,0.522292993630573,0.518987341772152,0.528243670886076,0.796437659033079,0.796437659033079,0.798963246389989
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.8125     0.84375    0.82978723 0.84042553 0.82978723],0.556962025316456,0.5,0.793670886075949,0.970212765957447,0.962025316455696,0.970464135021097,0.583333333333333,0.583333333333333,0.55518018018018,0.56353591160221,0.593023255813954,0.490956072351421,0.800976800976801,0.805896805896806,0.79328782853587
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.69444444 0.72916667 0.65972222 0.69444444],0.533333333333333,0.583333333333333,0.6425,0.707152496626181,0.727777777777778,0.698611111111111,0.616438356164384,0.666666666666667,0.514285714285714,0.635036496350365,0.654135338345865,0.574731220574802,0.67176740627391,0.699044585987261,0.639732083203421
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.64583333 0.67708333 0.625      0.67021277],0.635220125786163,0.59748427672956,0.780150753768844,0.888421052631579,0.882845188284519,0.889121338912134,0.658823529411765,0.629213483146067,0.636035313001605,0.578947368421053,0.586666666666667,0.596904761904762,0.780426599749059,0.771712158808933,0.780258115027876
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.9375     0.94791667 0.94755245 0.94055944 0.96503497],0.514767932489452,0.485232067510549,0.874737945492663,0.998603351955307,0.99721059972106,0.99860529986053,0.67966573816156,1,0.5,0.653409090909091,1,0.5,0.888474101726552,0.9979035639413,0.874737945492663
ensemble_model_v2_N26_B174_E200_nb_zones_8_mscn_svdn,26,174,200, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.5        0.5        0.52631579 0.55263158 0.47368421],0.390625,0.484375,0.775,1,1,1,0.338983050847458,0.37037037037037,0.387887887887888,0.492307692307692,0.457142857142857,0.487192118226601,0.772151898734177,0.772151898734177,0.774964838255978
ensemble_model_v2_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200, zones, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.43103448 0.63793103 0.62068966 0.5862069  0.48214286],0.543478260869565,0.565217391304348,0.889473684210526,0.996539792387543,1,0.996527777777778,0.511627906976744,0.44,0.553333333333333,0.545454545454545,0.571428571428571,0.565714285714286,0.888297872340425,0.878947368421053,0.889473684210526
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.77083333 0.65972222 0.83802817 0.6971831  0.73943662],0.483193277310924,0.563025210084034,0.778991596638655,0.948424068767908,0.927170868347339,0.949579831932773,0.546125461254612,0.632478632478632,0.485660803842622,0.590551181102362,0.688073394495413,0.572718867790342,0.784955028618152,0.823327615780446,0.779868091251014
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.67708333 0.73958333 0.625      0.60416667],0.5875,0.5125,0.76,0.901639344262295,0.916666666666667,0.9,0.541666666666667,0.481481481481482,0.588842006563525,0.450704225352113,0.40506329113924,0.511173620878262,0.751937984496124,0.7275,0.76
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75       0.75694444 0.81944444 0.71527778 0.72535211],0.535564853556485,0.615062761506276,0.785953177257525,0.924822695035461,0.908077994428969,0.926183844011142,0.596363636363636,0.719298245614035,0.543649122807017,0.671428571428571,0.740157480314961,0.606685883014623,0.796825396825397,0.836666666666667,0.785782997762863
ensemble_model_v2_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200, zones, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.53333333 0.57142857 0.5        0.67857143 0.46428571],0.531914893617021,0.446808510638298,0.796610169491525,1,1,1,0.521739130434783,0.571428571428571,0.535714285714286,0.551724137931034,0.551724137931034,0.414750957854406,0.804878048780488,0.818181818181818,0.79604743083004
ensemble_model_v2_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200, zones, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.5        0.5        0.45       0.61111111 0.5       ],0.53125,0.4375,0.79375,1,1,1,0.4,0.333333333333333,0.519607843137255,0.357142857142857,0.357142857142857,0.428571428571429,0.778523489932886,0.753246753246753,0.792286027225786
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54,4, low_bits_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.73958333 0.66666667 0.65957447 0.57446809],0.594936708860759,0.575949367088608,0.646464646464646,0.665168539325843,0.621848739495798,0.686974789915966,0.6,0.631578947368421,0.596277278562259,0.567741935483871,0.602739726027397,0.577840451248993,0.631578947368421,0.62015503875969,0.645879988515647
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdn,8,46,54,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.52083333 0.5625     0.56382979 0.5212766 ],0.5,0.506329113924051,0.531565656565657,0.509174311926605,0.466386554621849,0.550420168067227,0.483660130718954,0.415730337078652,0.512212994626282,0.409090909090909,0.385714285714286,0.493993506493506,0.485436893203883,0.44080604534005,0.531795427733316
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54,4, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.45833333 0.46875    0.53125    0.45744681],0.490566037735849,0.515723270440252,0.520100502512563,0.464114832535885,0.405857740585774,0.531380753138075,0.390977443609022,0.317073170731707,0.496198923028191,0.384,0.31578947368421,0.507292327203551,0.43491124260355,0.370277078085642,0.519725005208235
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9375     0.93277311 0.95798319 0.98739496 0.94957983],0.656424581005587,0.659217877094972,0.871069182389937,0.999160369437448,0.998322147651007,0.999161073825503,0.700729927007299,0.753926701570681,0.6494184406057,0.67027027027027,0.74251497005988,0.664451202307427,0.87525354969574,0.90461215932914,0.871069182389937
svm_model_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.71052632 0.63157895 0.60526316 0.68421053],0.492063492063492,0.587301587301587,0.655063291139241,0.721311475409836,0.694736842105263,0.731578947368421,0.5,0.470588235294118,0.493914807302231,0.59375,0.612903225806452,0.587701612903226,0.64951768488746,0.63125,0.65536858974359
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.81690141 0.74647887 0.77464789 0.79577465 0.81690141],0.466101694915254,0.529661016949153,0.764805414551607,0.942334739803094,0.943661971830986,0.94225352112676,0.522727272727273,0.584745762711864,0.466101694915254,0.613240418118467,0.715447154471545,0.521440391395064,0.779714738510301,0.825503355704698,0.764287514029823
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svd,26,0,26, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.96853147 0.96853147 0.95804196 0.97183099],0.525,0.533333333333333,0.881027253668763,0.999300209937019,1,0.999299719887955,0.561538461538462,0.634782608695652,0.529391304347826,0.572519083969466,0.6,0.530434782608696,0.883649410558688,0.90356394129979,0.881027253668763
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.70833333 0.73611111 0.64583333 0.72222222 0.70833333],0.475,0.479166666666667,0.750833333333333,0.933701657458564,0.938888888888889,0.933333333333333,0.461538461538462,0.442622950819672,0.475548763545429,0.454148471615721,0.433333333333333,0.479166666666667,0.748104465037911,0.737541528239203,0.750877787530973
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.65625    0.63541667 0.76595745 0.81914894],0.531645569620253,0.411392405063291,0.73989898989899,0.916129032258065,0.894957983193277,0.918067226890756,0.548780487804878,0.523255813953488,0.532461240310078,0.422360248447205,0.419753086419753,0.411175244508578,0.739240506329114,0.720987654320988,0.740338788400804
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,1428,476,476,0.6,0.2,0.2, [0.8986014  0.87062937 0.91608392 0.91958042 0.88380282],0.479166666666667,0.516666666666667,0.867400419287212,0.991561181434599,0.987394957983193,0.991596638655462,0.418604651162791,0.357142857142857,0.485588972431078,0.408163265306122,0.350877192982456,0.508771929824561,0.861974904528096,0.828092243186583,0.867400419287212
svm_model_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.56944444 0.54166667 0.56338028 0.55633803],0.453781512605042,0.46218487394958,0.549496644295302,0.597402597402597,0.578212290502793,0.610335195530726,0.458333333333333,0.482456140350877,0.454937747594793,0.507692307692308,0.5,0.457547169811321,0.549874266554904,0.543046357615894,0.549584403297743
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.89930556 0.91666667 0.92361111 0.88111888 0.88811189],0.470338983050848,0.504237288135593,0.865828092243187,0.990223463687151,0.987465181058496,0.99025069637883,0.542124542124542,0.632478632478632,0.471701501113266,0.555133079847909,0.61344537815126,0.503303885656827,0.869918699186992,0.89727463312369,0.865828092243187
svm_model_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.68421053 0.5        0.63157895 0.55263158 0.55263158],0.53968253968254,0.492063492063492,0.617088607594937,0.655172413793103,0.6,0.68421052631579,0.524590163934426,0.470588235294118,0.545638945233266,0.428571428571429,0.428571428571429,0.485714285714286,0.584192439862543,0.54140127388535,0.61661258662821
svm_model_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.53333333 0.6        0.53571429 0.53571429 0.57142857],0.583333333333333,0.5,0.816666666666667,1,1,1,0.5,0.384615384615385,0.601398601398601,0.478260869565217,0.423076923076923,0.506993006993007,0.808695652173913,0.75,0.818965517241379
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.64583333 0.58333333 0.58333333 0.58333333 0.5625    ],0.4875,0.40625,0.73875,0.932773109243698,0.925,0.933333333333333,0.528735632183908,0.58974358974359,0.489993746091307,0.457142857142857,0.493827160493827,0.405141428348179,0.746666666666667,0.771929824561403,0.738832742704642
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.8951049  0.91958042 0.90909091 0.8986014  0.8943662 ],0.520833333333333,0.520833333333333,0.870020964360587,0.987377279102384,0.985994397759104,0.987394957983193,0.584837545126354,0.648,0.515304347826087,0.569288389513109,0.660869565217391,0.526434782608696,0.874111675126903,0.90251572327044,0.870020964360587
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.625      0.58333333 0.63541667 0.66666667 0.67708333],0.5125,0.475,0.785,0.979253112033195,0.983333333333333,0.979166666666667,0.556818181818182,0.636363636363636,0.51697699890471,0.5,0.51219512195122,0.474046278924328,0.791767554479419,0.819548872180451,0.78508615678848
ensemble_model_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200,8, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.52631579 0.5        0.63157895 0.60526316 0.66666667],0.532258064516129,0.516129032258065,0.801282051282051,0.983783783783784,0.968085106382979,0.984042553191489,0.602739726027397,0.6875,0.527083333333333,0.53125,0.53125,0.515625,0.807453416149068,0.822784810126582,0.801002794673681
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54,4, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.48958333 0.48958333 0.54255319 0.54255319],0.60126582278481,0.525316455696203,0.656565656565657,0.707423580786026,0.680672268907563,0.718487394957983,0.613496932515337,0.595238095238095,0.601673101673102,0.452554744525548,0.382716049382716,0.529020362353696,0.641160949868074,0.602977667493797,0.657529964852297
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.91608392 0.88811189 0.88811189 0.91608392 0.93661972],0.529166666666667,0.525,0.875786163522013,0.992997198879552,0.992997198879552,0.992997198879552,0.519148936170213,0.512605042016807,0.529029793735676,0.521008403361345,0.512396694214876,0.525105910132648,0.8753287743293,0.872117400419287,0.875786163522013
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.57291667 0.52083333 0.57291667 0.57446809],0.50314465408805,0.50314465408805,0.547738693467337,0.538812785388128,0.493723849372385,0.577405857740586,0.462585034013606,0.404761904761905,0.509047619047619,0.490322580645161,0.441860465116279,0.508601465434852,0.513513513513514,0.464547677261614,0.550103295995148
ensemble_model_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200,6, mscn, svd,144,48,48,0.6,0.2,0.2, [0.63333333 0.56666667 0.53571429 0.67857143 0.64285714],0.5625,0.541666666666667,0.8125,0.986111111111111,0.986111111111111,0.986111111111111,0.553191489361702,0.565217391304348,0.562608695652174,0.476190476190476,0.4,0.547826086956522,0.8068669527897,0.783333333333333,0.8125
ensemble_model_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.52631579 0.71052632 0.52631579 0.73684211],0.603174603174603,0.587301587301587,0.832278481012658,0.98936170212766,0.978947368421053,0.989473684210526,0.56140350877193,0.5,0.604838709677419,0.59375,0.575757575757576,0.587878787878788,0.828478964401294,0.8,0.832692307692308
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.625      0.61458333 0.62765957 0.57446809 0.64893617],0.512658227848101,0.537974683544304,0.764556962025316,0.925311203319502,0.940928270042194,0.924050632911393,0.609137055837563,0.72289156626506,0.50144578313253,0.605405405405406,0.682926829268293,0.532252888318357,0.784722222222222,0.843283582089552,0.763136636405601
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdn,8,46,54,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.47916667 0.5106383  0.53191489 0.4893617 ],0.525316455696203,0.569620253164557,0.818987341772152,1,1,1,0.581005586592179,0.619047619047619,0.518983268983269,0.575,0.534883720930232,0.572997416020672,0.824108241082411,0.823095823095823,0.818858616508747
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.48958333 0.55208333 0.42553191 0.5212766 ],0.506329113924051,0.474683544303798,0.796717171717172,1,1,1,0.524390243902439,0.518072289156626,0.50570281124498,0.435374149659864,0.432432432432432,0.472168597168597,0.795425667090216,0.792405063291139,0.796706309983101
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.93706294 0.95454545 0.96503497 0.95804196 0.97183099],0.5625,0.575,0.890985324947589,0.999300209937019,1,0.999299719887955,0.657980456026059,0.841666666666667,0.5625,0.673076923076923,0.875,0.575,0.8984375,0.964360587002096,0.890985324947589
ensemble_model_v2_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.71052632 0.60526316 0.57894737 0.63888889],0.532258064516129,0.564516129032258,0.817307692307692,0.994652406417112,0.98936170212766,0.99468085106383,0.524590163934426,0.551724137931034,0.533437826541275,0.557377049180328,0.548387096774194,0.564516129032258,0.815533980582524,0.818181818181818,0.817318757192175
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.6875     0.65492958 0.59859155 0.66197183 0.59859155],0.472573839662447,0.514767932489452,0.791736930860034,0.990070921985816,0.980337078651685,0.990168539325843,0.45414847161572,0.448275862068966,0.472071815332003,0.562737642585551,0.532374100719424,0.511085009543386,0.793650793650794,0.777414075286416,0.792185298512773
svm_model_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.89583333 0.875      0.85106383 0.84042553 0.82978723],0.525316455696203,0.563291139240506,0.769620253164557,0.920833333333333,0.932489451476793,0.919831223628692,0.571428571428571,0.632911392405063,0.525316455696203,0.631016042780749,0.686046511627907,0.551356589147287,0.783847980997625,0.82089552238806,0.768695183874442
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.47916667 0.51388889 0.53472222 0.52816901 0.48591549],0.546218487394958,0.474789915966386,0.60738255033557,0.684563758389262,0.712290502793296,0.671787709497207,0.564516129032258,0.593220338983051,0.546610169491525,0.493927125506073,0.54954954954955,0.479499184223594,0.62258064516129,0.657580919931857,0.608129302941135
ensemble_model_v2_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200, zones, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.53571429 0.57142857 0.67857143 0.78571429],0.574468085106383,0.595744680851064,0.834745762711864,1,1,1,0.5,0.416666666666667,0.577898550724638,0.577777777777778,0.541666666666667,0.596920289855072,0.828193832599119,0.789915966386555,0.835128923364217
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.59375    0.5        0.53125    0.55319149 0.5       ],0.556962025316456,0.537974683544304,0.657828282828283,0.735537190082645,0.747899159663866,0.73109243697479,0.551282051282051,0.551282051282051,0.556891025641026,0.516556291390729,0.513157894736842,0.53706675224647,0.657395701643489,0.663265306122449,0.657882653061225
ensemble_model_v2_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.575      0.5        0.55263158 0.47368421 0.47368421],0.6875,0.53125,0.84375,1,1,1,0.696969696969697,0.766666666666667,0.692156862745098,0.594594594594595,0.666666666666667,0.526881720430108,0.849397590361446,0.886792452830189,0.844017344427517
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdn,4,48,52,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.47916667 0.53472222 0.44366197 0.47183099 0.52816901],0.495798319327731,0.546218487394958,0.517647058823529,0.571782178217822,0.647058823529412,0.515406162464986,0.568345323741007,0.68695652173913,0.502014846235419,0.578125,0.627118644067797,0.546892655367232,0.572280178837556,0.650847457627119,0.518757062146893
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54,4, low_bits_5, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.39361702 0.53191489 0.5212766  0.45744681 0.5212766 ],0.493589743589744,0.532051282051282,0.805626598465473,1,1,1,0.521212121212121,0.48314606741573,0.495304376991447,0.489510489510489,0.53030303030303,0.531818181818182,0.804627249357326,0.802564102564103,0.805618785975929
svm_model_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.72916667 0.58333333 0.625      0.60869565 0.65217391],0.5,0.472222222222222,0.634210526315789,0.708520179372197,0.669491525423729,0.724576271186441,0.485714285714286,0.447368421052632,0.503095975232198,0.366666666666667,0.323529411764706,0.464396284829721,0.606232294617564,0.563157894736842,0.634210526315789
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75       0.6971831  0.63380282 0.66901408 0.65492958],0.535864978902954,0.573839662447257,0.761382799325464,0.896551724137931,0.876404494382022,0.898876404494382,0.573643410852713,0.552238805970149,0.533400956383133,0.573839662447258,0.566666666666667,0.573931623931624,0.762384550797649,0.744262295081967,0.761888091985428
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.95804196 0.96153846 0.95804196 0.96853147],0.527196652719665,0.481171548117155,0.875786163522013,1,1,1,0.631921824104234,0.751937984496124,0.507787174066244,0.578231292517007,0.772727272727273,0.502642706131078,0.883308714918759,0.940251572327044,0.875786163522013
svm_model_N40_B160_E200_nb_zones_6_mscn_svdn,40,160,200,6, mscn, svdn,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.60714286 0.5        0.53571429 0.64285714],0.574468085106383,0.595744680851064,0.754237288135593,0.867132867132867,0.873239436619718,0.866197183098591,0.655172413793103,0.730769230769231,0.555860805860806,0.627450980392157,0.64,0.592727272727273,0.76984126984127,0.795081967213115,0.752804141501294
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.80902778 0.79166667 0.77972028 0.80769231 0.76573427],0.691983122362869,0.616033755274262,0.886792452830189,0.964577656675749,0.98744769874477,0.963737796373779,0.713725490196078,0.827272727272727,0.701037938439513,0.671480144404332,0.732283464566929,0.607050823192555,0.892,0.935010482180294,0.886792452830189
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.52083333 0.5        0.61111111 0.49305556 0.47916667],0.5,0.458333333333333,0.573333333333333,0.632022471910112,0.625,0.636111111111111,0.439252336448598,0.405172413793103,0.496941045606229,0.467213114754098,0.467213114754098,0.45818282856349,0.562393162393162,0.550167224080268,0.573256369515217
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.61458333 0.58333333 0.58333333 0.66666667],0.5875,0.6125,0.8025,0.938775510204082,0.958333333333333,0.9375,0.620689655172414,0.72,0.595294117647059,0.607594936708861,0.657534246575342,0.616123445126752,0.807785888077859,0.855670103092784,0.804048643779402
svm_model_N32_B168_E200_nb_zones_8_mscn_svdn,32,168,200,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.5        0.63157895 0.55263158 0.63157895],0.507936507936508,0.523809523809524,0.806962025316456,1,1,1,0.550724637681159,0.558823529411765,0.503549695740365,0.444444444444444,0.428571428571429,0.514285714285714,0.805111821086262,0.802547770700637,0.806934262708809
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95833333 0.975      0.95       0.94117647 0.93277311],0.617977528089888,0.657303370786517,0.864255765199161,0.999163179916318,0.998327759197324,0.999163879598662,0.624309392265193,0.627777777777778,0.617866161616162,0.63030303030303,0.590909090909091,0.656565656565657,0.862745098039216,0.853249475890985,0.864255765199161
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.4375     0.46875    0.46875    0.53191489],0.50314465408805,0.465408805031447,0.793969849246231,1,1,1,0.50314465408805,0.493827160493827,0.50332383665717,0.45859872611465,0.418604651162791,0.469576298184135,0.793450881612091,0.775862068965517,0.794341290893015
ensemble_model_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.49305556 0.46527778 0.54166667 0.55555556],0.5,0.495833333333333,0.799166666666667,1,1,1,0.541984732824427,0.617391304347826,0.504695652173913,0.539923954372624,0.606837606837607,0.498540754638316,0.806425702811245,0.847972972972973,0.799808854907539
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.95104895 0.95804196 0.92657343 0.97202797 0.95104895],0.514644351464435,0.543933054393305,0.882075471698113,1,1,1,0.573529411764706,0.702702702702703,0.527132601351351,0.627986348122867,0.71875,0.530546171171171,0.887218045112782,0.927672955974843,0.882075471698113
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94755245 0.92657343 0.97202797 0.95454545 0.96503497],0.577405857740586,0.531380753138075,0.886792452830189,0.9979035639413,0.998601398601399,0.997902097902098,0.657627118644068,0.746153846153846,0.561150317572336,0.585185185185185,0.724770642201835,0.547000705716302,0.891783567134268,0.932914046121593,0.886792452830189
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,480,160,160,0.6,0.2,0.2, [0.57291667 0.52083333 0.52083333 0.45833333 0.41666667],0.4375,0.45,0.775,0.995833333333333,0.995833333333333,0.995833333333333,0.4375,0.460526315789474,0.43859649122807,0.397260273972603,0.408450704225352,0.445798385820541,0.770992366412214,0.782945736434108,0.775250107926497
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.48958333 0.5106383  0.55319149 0.5106383 ],0.550632911392405,0.556962025316456,0.811392405063291,0.983193277310924,0.987341772151899,0.983122362869198,0.547770700636943,0.494252873563218,0.556985591711187,0.513888888888889,0.552238805970149,0.556339183204855,0.808236808236808,0.80306905370844,0.811308962944445
ensemble_model_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.96875    0.92708333 0.92553191 0.89361702 0.90425532],0.594936708860759,0.620253164556962,0.839240506329114,0.993710691823899,1,0.993670886075949,0.623529411764706,0.706666666666667,0.600321285140562,0.647058823529412,0.714285714285714,0.622574955908289,0.844553243574051,0.886889460154242,0.839953458256672
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.62676056 0.58450704 0.65492958 0.59859155 0.71126761],0.533898305084746,0.550847457627119,0.653130287648054,0.734246575342466,0.754929577464789,0.726760563380282,0.53781512605042,0.524590163934426,0.534224906528617,0.495238095238095,0.456140350877193,0.547742306586138,0.65195246179966,0.649746192893401,0.653130287648054
ensemble_model_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.5625     0.6875     0.52173913 0.63043478],0.555555555555556,0.611111111111111,0.836842105263158,0.991452991452992,0.983050847457627,0.991525423728814,0.515151515151515,0.515151515151515,0.552447552447553,0.6,0.538461538461538,0.617715617715618,0.832432432432432,0.810526315789474,0.836842105263158
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.90625    0.86458333 0.89930556 0.875      0.89160839],0.612765957446809,0.561702127659575,0.878930817610063,0.974674880219028,0.990264255910987,0.974269819193324,0.591928251121076,0.559322033898305,0.612994350282486,0.55793991416309,0.555555555555556,0.561676082862524,0.879499217527387,0.883647798742138,0.878930817610063
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97902098 0.94405594 0.94055944 0.94055944 0.94755245],0.715481171548117,0.631799163179916,0.916666666666667,0.997900629811057,0.997202797202797,0.997902097902098,0.757142857142857,0.883333333333333,0.714775910364146,0.704697986577181,0.882352941176471,0.632843137254902,0.920777279521674,0.968553459119497,0.916666666666667
ensemble_model_N40_B160_E200_nb_zones_6_mscn_svdn,40,160,200,6, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.7        0.76666667 0.64285714 0.60714286 0.46428571],0.395833333333333,0.479166666666667,0.775,1,1,1,0.408163265306122,0.434782608695652,0.397391304347826,0.509803921568627,0.393939393939394,0.53030303030303,0.778688524590164,0.7421875,0.77734375
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54,4, low_bits_4, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.55208333 0.5212766  0.53191489 0.53191489 0.5212766 ],0.515923566878981,0.477707006369427,0.798982188295165,1,1,1,0.518987341772152,0.554054054054054,0.517990882448714,0.511904761904762,0.524390243902439,0.475528455284553,0.802005012531328,0.816326530612245,0.799026209468559
ensemble_model_N32_B168_E200_nb_zones_8_mscn_svdn,32,168,200,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.55263158 0.47368421 0.39473684 0.52631579],0.380952380952381,0.476190476190476,0.772151898734177,1,1,1,0.380952380952381,0.413793103448276,0.383367139959432,0.476190476190476,0.454545454545455,0.477272727272727,0.772151898734177,0.777070063694268,0.772182830589272
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.90336134 0.8697479  0.91176471 0.8487395  0.85169492],0.630555555555556,0.580555555555556,0.839622641509434,0.981788079470199,0.998316498316498,0.981481481481482,0.561056105610561,0.480225988700565,0.628091136426785,0.532507739938081,0.469945355191257,0.582430304714273,0.833151581243184,0.80083857442348,0.839622641509434
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.40625    0.47916667 0.4375     0.55208333],0.44375,0.55,0.79,0.985626283367556,1,0.985416666666667,0.497175141242938,0.49438202247191,0.437331856306378,0.538461538461538,0.567567567567568,0.5512256442489,0.795121951219512,0.80893300248139,0.789856929452282
ensemble_model_v2_N40_B160_E200_nb_zones_6_mscn_svdn,40,160,200, zones, mscn, svdn,144,48,48,0.6,0.2,0.2, [0.43333333 0.56666667 0.39285714 0.60714286 0.28571429],0.458333333333333,0.5,0.791666666666667,1,1,1,0.380952380952381,0.4,0.45,0.538461538461538,0.538461538461538,0.496503496503497,0.789915966386555,0.796610169491525,0.791747707696582
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.64583333 0.5625     0.55555556 0.62676056 0.6056338 ],0.521008403361345,0.596638655462185,0.759228187919463,0.891396332863187,0.88268156424581,0.892458100558659,0.504347826086957,0.495726495726496,0.520590520590521,0.586206896551724,0.56198347107438,0.597231051776506,0.754910333048676,0.741610738255033,0.759228187919463
ensemble_model_v2_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.5625     0.70833333 0.58333333 0.5625     0.52083333],0.571428571428571,0.571428571428571,0.831578947368421,0.983193277310924,0.975,0.983333333333333,0.558823529411765,0.475,0.5875,0.5,0.5,0.5625,0.825136612021858,0.794736842105263,0.831578947368421
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.52083333 0.58333333 0.53125    0.55208333],0.49375,0.4875,0.53375,0.612546125461255,0.691666666666667,0.5625,0.575916230366492,0.654761904761905,0.485275689223058,0.554347826086957,0.653846153846154,0.49155722326454,0.593238822246456,0.676616915422886,0.533032075801895
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.95378151 0.96638655 0.96218487 0.94537815 0.97033898],0.555555555555556,0.583333333333333,0.835953878406709,0.99746835443038,0.994949494949495,0.997474747474747,0.574468085106383,0.642857142857143,0.561011904761905,0.64622641509434,0.713541666666667,0.574032738095238,0.842317380352645,0.876310272536688,0.835953878406708
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.70833333 0.69791667 0.70212766 0.71276596],0.481012658227848,0.449367088607595,0.713383838383838,0.868181818181818,0.802521008403361,0.878151260504202,0.493827160493827,0.506329113924051,0.481012658227848,0.4,0.397260273972603,0.445688960515713,0.696117804551539,0.666666666666667,0.712686567164179
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdne,8,46,54,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.66666667 0.6875     0.70833333 0.71875    0.73958333],0.5625,0.55,0.70875,0.800875273522976,0.7625,0.810416666666667,0.615384615384615,0.682926829268293,0.559412132582864,0.55,0.571428571428571,0.550774526678141,0.708385481852315,0.709273182957393,0.708751304695654
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54, zones, lab, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.79787234 0.86170213 0.87234043 0.94680851 0.90425532],0.564102564102564,0.557692307692308,0.815856777493606,0.985138004246284,0.987234042553192,0.985106382978723,0.609195402298851,0.706666666666667,0.569382716049383,0.642487046632124,0.688888888888889,0.533838383838384,0.828162291169451,0.8675,0.814640052356021
ensemble_model_v2_N32_B168_E200_nb_zones_8_mscn_svdn,32,168,200, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.55       0.63157895 0.47368421 0.57894737 0.52631579],0.515625,0.5625,0.815625,1,1,1,0.523076923076923,0.586206896551724,0.521674876847291,0.548387096774194,0.5,0.566666666666667,0.815047021943574,0.817610062893082,0.815637329583187
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.41489362 0.5        0.5        0.43617021 0.55319149],0.576923076923077,0.506410256410256,0.812020460358056,0.991525423728814,0.995744680851064,0.991489361702127,0.576923076923077,0.555555555555556,0.577777777777778,0.515723270440252,0.482352941176471,0.508782104391052,0.813214739517154,0.798004987531172,0.812388320537239
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52,6, low_bits_6, svdn,708,236,236,0.6,0.2,0.2, [0.56338028 0.50704225 0.5        0.5        0.50714286],0.51271186440678,0.555084745762712,0.811864406779661,0.997183098591549,1,0.997175141242938,0.506437768240343,0.508620689655172,0.512643678160919,0.560669456066946,0.558333333333333,0.555028735632184,0.812182741116751,0.813559322033898,0.811864406779661
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdn,4,48,52,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.50694444 0.51388889 0.38888889 0.5       ],0.497907949790795,0.510460251046025,0.801839464882943,1,1,1,0.45945945945946,0.421487603305785,0.498879394873231,0.522448979591837,0.492307692307692,0.512208892025406,0.8,0.777049180327869,0.802347115761204
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.94957983 0.95378151 0.94537815 0.96218487 0.94491525],0.480555555555556,0.463888888888889,0.798218029350105,0.995794785534062,0.996632996632997,0.995791245791246,0.531328320802005,0.588888888888889,0.480555555555556,0.539379474940334,0.627777777777778,0.463888888888889,0.808171400099651,0.850104821802935,0.798218029350105
svm_model_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.56666667 0.5        0.57142857 0.57142857 0.5       ],0.617021276595745,0.595744680851064,0.813559322033898,0.950354609929078,0.943661971830986,0.950704225352113,0.55,0.578947368421053,0.610902255639098,0.612244897959184,0.681818181818182,0.600909090909091,0.808695652173913,0.830357142857143,0.814372119815668
svm_model_N26_B174_E200_nb_zones_10_mscn_svdn,26,174,200,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.52083333 0.54166667 0.47826087 0.52173913],0.416666666666667,0.527777777777778,0.797368421052632,0.995744680851064,0.991525423728814,0.995762711864407,0.382352941176471,0.371428571428571,0.415444015444015,0.451612903225807,0.378378378378378,0.532046332046332,0.789041095890411,0.757894736842105,0.797368421052632
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.46875    0.42708333 0.55208333 0.44791667],0.5,0.51875,0.80125,0.99581589958159,0.991666666666667,0.995833333333333,0.473684210526316,0.433734939759036,0.502581755593804,0.509554140127389,0.493827160493827,0.519065478981091,0.797966963151207,0.777227722772277,0.801492649264926
svm_model_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.55       0.65789474 0.55263158 0.60526316 0.5       ],0.515625,0.5,0.759375,0.922222222222222,0.864583333333333,0.927083333333333,0.436363636363636,0.444444444444444,0.506006006006006,0.5,0.432432432432432,0.512512512512513,0.74247491638796,0.69375,0.759375
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.78125 0.8125  0.78125 0.8125  0.75   ],0.48125,0.50625,0.725,0.878661087866109,0.875,0.879166666666667,0.477987421383648,0.493506493506493,0.481693005789391,0.553672316384181,0.569767441860465,0.501099937146449,0.72972972972973,0.73697270471464,0.724909526160846
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93697479 0.95798319 0.94537815 0.93697479 0.93697479],0.557103064066852,0.537604456824513,0.828616352201258,0.998319327731092,0.998319327731092,0.998319327731092,0.582677165354331,0.613259668508287,0.556629834254144,0.582914572864322,0.651685393258427,0.538549878949655,0.833925850685627,0.860587002096436,0.828616352201258
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.91666667 0.93402778 0.8951049  0.94755245 0.92657343],0.50210970464135,0.556962025316456,0.861635220125786,0.971468336812804,0.97350069735007,0.971408647140865,0.448598130841121,0.413793103448276,0.500284981476204,0.533333333333333,0.495867768595041,0.558278711883728,0.859275053304904,0.844863731656184,0.861635220125786
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.49305556 0.50704225 0.5        0.53521127],0.478991596638655,0.508403361344538,0.796638655462185,0.998601398601399,1,0.99859943977591,0.515625,0.515625,0.475994318181818,0.497854077253219,0.517857142857143,0.508928571428571,0.799003322259136,0.805695142378559,0.796608110818285
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.51388889 0.44444444 0.48591549 0.57042254 0.52816901],0.483193277310924,0.495798319327731,0.785714285714286,0.983333333333333,0.991596638655462,0.983193277310924,0.493827160493827,0.530973451327434,0.485486725663717,0.523809523809524,0.545454545454545,0.494949494949495,0.790123456790123,0.812182741116751,0.785891036668559
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52,6, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.61805556 0.56944444 0.62676056 0.64788732],0.470588235294118,0.487394957983193,0.63003355704698,0.728551336146273,0.723463687150838,0.730446927374302,0.483606557377049,0.51304347826087,0.47196889360198,0.487394957983193,0.475409836065574,0.487704918032787,0.630343671416597,0.631932773109244,0.630036738313416
svm_model_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.71875    0.73263889 0.72027972 0.63986014 0.73076923],0.514767932489452,0.493670886075949,0.733752620545073,0.795505617977528,0.740585774058577,0.809623430962343,0.397905759162304,0.314049586776859,0.519093758905671,0.4,0.344827586206897,0.490595611285267,0.705677867902665,0.638364779874214,0.733752620545073
ensemble_model_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200,6, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.42857143 0.46428571 0.64285714 0.67857143],0.425531914893617,0.553191489361702,0.792372881355932,0.992907801418439,0.985915492957746,0.992957746478873,0.307692307692308,0.285714285714286,0.412087912087912,0.533333333333333,0.521739130434783,0.552536231884058,0.782222222222222,0.765217391304348,0.791699604743083
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54,4, low_bits_3, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.79787234 0.75531915 0.76595745 0.68085106 0.76595745],0.506410256410256,0.384615384615385,0.667519181585678,0.813704496788009,0.808510638297872,0.814893617021277,0.503225806451613,0.549295774647887,0.509942004971003,0.414634146341463,0.39080459770115,0.383808095952024,0.669211195928753,0.669211195928753,0.667510482283143
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdne,8,46,54,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.86458333 0.75       0.79166667 0.77083333 0.79166667],0.46875,0.5625,0.79625,0.983193277310924,0.975,0.983333333333333,0.508670520231214,0.517647058823529,0.465490196078431,0.5625,0.592105263157895,0.56390977443609,0.798516687268232,0.805486284289277,0.796226851417821
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.82291667 0.83333333 0.79166667 0.77083333 0.83333333],0.60625,0.55625,0.82125,0.981210855949895,0.979166666666667,0.98125,0.635838150289017,0.733333333333333,0.613725490196079,0.612021857923497,0.788732394366197,0.579759455610065,0.82874251497006,0.896373056994819,0.823790393231709
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.45833333 0.45833333 0.44791667 0.46875    0.39361702],0.566037735849057,0.509433962264151,0.815326633165829,1,1,1,0.614525139664804,0.632183908045977,0.559147509578544,0.535714285714286,0.592105263157895,0.512920101458465,0.821818181818182,0.843283582089552,0.815042806273202
ensemble_model_N26_B174_E200_nb_zones_10_mscn_svdn,26,174,200,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5        0.45833333 0.52083333 0.45652174 0.43478261],0.541666666666667,0.486111111111111,0.807894736842105,0.987341772151899,0.991525423728814,0.98728813559322,0.592592592592593,0.6,0.534375,0.47887323943662,0.53125,0.490625,0.812339331619537,0.831578947368421,0.807894736842105
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.96853147 0.96153846 0.92657343 0.95454545 0.95774648],0.583333333333333,0.620833333333333,0.899895178197065,1,1,1,0.6875,0.932203389830508,0.589052514587385,0.70926517571885,0.90983606557377,0.615934981939428,0.907326540514313,0.980083857442348,0.899895178197065
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.96218487 0.95798319 0.93277311 0.92857143 0.96186441],0.552777777777778,0.577777777777778,0.833333333333333,0.995794785534062,0.996632996632997,0.995791245791246,0.561307901907357,0.575418994413408,0.55290286737245,0.582417582417582,0.585635359116022,0.57773388067533,0.834375,0.839622641509434,0.833333333333333
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70833333 0.63888889 0.6875     0.61805556 0.56338028],0.615062761506276,0.539748953974895,0.777591973244147,0.912568306010929,0.930362116991644,0.910863509749304,0.648854961832061,0.708333333333333,0.614670868347339,0.563492063492063,0.596638655462185,0.539985994397759,0.786516853932584,0.819397993311037,0.777591973244147
ensemble_model_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200,8, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.6        0.57894737 0.60526316 0.52631579 0.60526316],0.609375,0.59375,0.8375,0.994764397905759,0.989583333333333,0.994791666666667,0.647887323943662,0.71875,0.609375,0.657894736842105,0.735294117647059,0.584313725490196,0.846153846153846,0.882716049382716,0.836927644944522
ensemble_model_v2_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200, zones, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.53333333 0.56666667 0.46428571 0.60714286 0.5       ],0.375,0.645833333333333,0.804166666666667,1,1,1,0.285714285714286,0.230769230769231,0.388111888111888,0.679245283018868,0.72,0.642608695652174,0.803347280334728,0.780487804878049,0.804773816968939
svm_model_N8_B46_E54_nb_zones_6_lab_svd,8,46,54,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.88194444 0.92361111 0.85915493 0.86619718 0.83802817],0.533613445378151,0.508403361344538,0.763865546218487,0.923959827833572,0.901960784313726,0.925770308123249,0.581132075471698,0.652542372881356,0.534604519774011,0.583629893238434,0.706896551724138,0.513284341435839,0.773934030571199,0.813874788494078,0.764199497752882
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.73958333 0.67708333 0.69791667 0.71875   ],0.41875,0.5,0.635,0.749473684210526,0.741666666666667,0.752083333333333,0.340425531914894,0.311688311688312,0.414880300422469,0.384615384615385,0.308641975308642,0.502422253477106,0.60857908847185,0.57035175879397,0.634678366959174
ensemble_model_N32_B0_E32_nb_zones_12_lab_svd,32,0,32,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.97916667 0.95833333 0.96503497 0.96853147 0.95804196],0.518987341772152,0.552742616033755,0.884696016771489,1,1,1,0.656626506024096,0.964601769911504,0.538752497858978,0.688235294117647,0.943548387096774,0.533721096203254,0.895536562203229,0.988469601677149,0.884696016771489
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.79166667 0.76041667 0.82978723 0.78723404 0.78723404],0.455696202531646,0.449367088607595,0.770886075949367,0.982978723404255,0.974683544303797,0.983122362869198,0.475609756097561,0.493670886075949,0.455696202531646,0.466257668711656,0.481012658227848,0.449367088607595,0.772898368883312,0.779746835443038,0.770886075949367
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.50694444 0.47183099 0.45774648 0.53521127],0.487394957983193,0.457983193277311,0.597478991596639,0.677053824362606,0.669467787114846,0.680672268907563,0.515873015873016,0.515873015873016,0.485615079365079,0.405529953917051,0.382608695652174,0.45553199010251,0.592340425531915,0.581939799331104,0.59755773750339
ensemble_model_v2_N26_B174_E200_nb_zones_10_mscn_svdn,26,174,200, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.4375     0.5        0.52173913 0.63043478],0.472222222222222,0.555555555555556,0.81578947368421,1,1,1,0.472222222222222,0.5,0.473684210526316,0.578947368421053,0.578947368421053,0.554179566563467,0.817708333333333,0.826315789473684,0.815789473684211
ensemble_model_v2_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.57894737 0.63157895 0.63157895 0.65789474 0.61111111],0.467741935483871,0.612903225806452,0.814102564102564,0.994708994708995,1,0.99468085106383,0.507462686567164,0.53125,0.465625,0.657142857142857,0.71875,0.609375,0.822085889570552,0.848101265822785,0.813661022521782
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,480,160,160,0.6,0.2,0.2, [0.80208333 0.85416667 0.78125    0.76041667 0.78125   ],0.475,0.50625,0.78375,0.978813559322034,0.9625,0.979166666666667,0.538461538461538,0.563218390804598,0.466540702251614,0.526946107784431,0.578947368421053,0.509711779448622,0.789281364190012,0.803970223325062,0.783597202342632
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.82517483 0.81468531 0.81468531 0.78321678 0.76056338],0.608333333333333,0.604166666666667,0.79874213836478,0.869739478957916,0.911764705882353,0.86344537815126,0.666666666666667,0.770491803278688,0.605584884690192,0.621513944223108,0.661016949152542,0.605098638510697,0.810837438423645,0.862683438155136,0.79874213836478
svm_model_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.65789474 0.52631579 0.65789474 0.52631579],0.571428571428571,0.412698412698413,0.632911392405063,0.686746987951807,0.6,0.726315789473684,0.526315789473684,0.454545454545455,0.577272727272727,0.350877192982456,0.285714285714286,0.428571428571429,0.585714285714286,0.503067484662577,0.637154657363968
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.8125     0.83333333 0.86458333 0.78125   ],0.5,0.5625,0.80625,0.98960498960499,0.991666666666667,0.989583333333333,0.529411764705882,0.542168674698795,0.498357064622125,0.567901234567901,0.638888888888889,0.569444444444444,0.809348093480935,0.832911392405063,0.806579152992655
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.63541667 0.5625     0.55208333 0.66666667],0.54375,0.53125,0.775,0.932203389830508,0.916666666666667,0.933333333333333,0.562874251497006,0.594936708860759,0.544381934677293,0.594594594594595,0.63953488372093,0.522470144563168,0.781553398058252,0.795061728395062,0.774746054070948
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.58333333 0.50694444 0.64084507 0.46478873 0.42253521],0.457983193277311,0.432773109243697,0.770588235294118,0.987377279102384,0.985994397759104,0.987394957983193,0.469135802469136,0.435114503816794,0.460547906114004,0.425531914893617,0.40650406504065,0.433686815129021,0.770780856423174,0.751227495908347,0.771123247090616
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32,12, low_bits_2, svd,1440,480,480,0.6,0.2,0.2, [0.90972222 0.86805556 0.84722222 0.87152778 0.86111111],0.623931623931624,0.594017094017094,0.873689727463312,0.960969044414536,0.991666666666667,0.959722222222222,0.584905660377359,0.548672566371681,0.62144372120237,0.553990610328639,0.487603305785124,0.597783953777518,0.87388801674516,0.875262054507338,0.873689727463312
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.53472222 0.43055556 0.52816901 0.46478873],0.470588235294118,0.525210084033613,0.788590604026846,0.982019363762102,0.991620111731844,0.981843575418994,0.447368421052632,0.447368421052632,0.4696519524618,0.454106280193237,0.439252336448598,0.517336091888421,0.782383419689119,0.782383419689119,0.788418463515033
svm_model_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.76388889 0.80555556 0.74647887 0.73239437 0.76056338],0.521008403361345,0.554621848739496,0.707563025210084,0.818181818181818,0.80672268907563,0.820728291316527,0.577777777777778,0.604651162790698,0.513334755707275,0.56198347107438,0.566666666666667,0.5545197740113,0.713815789473684,0.716171617161716,0.707400877074009
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.95104895 0.94755245 0.94055944 0.97202797 0.95070423],0.516666666666667,0.566666666666667,0.884696016771489,1,1,1,0.630573248407643,0.868421052631579,0.533416875522139,0.686746987951807,0.904761904761905,0.548872180451128,0.893924783027965,0.971698113207547,0.884696016771489
svm_model_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.54166667 0.625      0.625      0.60869565],0.647887323943662,0.408450704225352,0.7,0.779342723004695,0.697478991596639,0.802521008403361,0.666666666666667,0.625,0.651209677419355,0.382352941176471,0.419354838709678,0.409677419354839,0.679775280898876,0.636842105263158,0.7
svm_model_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.66666667 0.625      0.64583333 0.54347826],0.535211267605634,0.492957746478873,0.631578947368421,0.650246305418719,0.554621848739496,0.701680672268908,0.440677966101695,0.382352941176471,0.529014308426073,0.513513513513513,0.513513513513513,0.492050874403816,0.583333333333333,0.515789473684211,0.631578947368421
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.51041667 0.52083333 0.58333333 0.46875   ],0.4625,0.5,0.7875,0.991701244813278,0.995833333333333,0.991666666666667,0.481927710843373,0.512820512820513,0.463727329580988,0.493670886075949,0.506493506493506,0.500234705053982,0.789081885856079,0.80506329113924,0.787716830754805
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.76041667 0.70833333 0.62765957 0.65957447],0.518987341772152,0.525316455696203,0.771464646464646,0.936170212765957,0.92436974789916,0.936974789915966,0.6,0.695121951219512,0.512034659820282,0.590163934426229,0.683544303797468,0.525316455696203,0.785290628706999,0.829573934837093,0.771021064110658
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94097222 0.91258741 0.8986014  0.8986014  0.90559441],0.491596638655462,0.546218487394958,0.851153039832285,0.96113074204947,0.949720670391062,0.96159217877095,0.493723849372385,0.468253968253968,0.493055555555556,0.5,0.482142857142857,0.54265873015873,0.848128342245989,0.831236897274633,0.851153039832285
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.76041667 0.75       0.82291667 0.8125    ],0.55,0.5125,0.78125,0.948875255623722,0.966666666666667,0.947916666666667,0.55,0.594594594594595,0.55311125078567,0.551724137931034,0.533333333333333,0.50952380952381,0.787363304981774,0.801980198019802,0.781040604060406
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdne,16,0,16,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.90625    0.93055556 0.91958042 0.90559441 0.91608392],0.552742616033755,0.481012658227848,0.849056603773585,0.958421423537702,0.94839609483961,0.958856345885635,0.601503759398496,0.672268907563025,0.552236148696767,0.525096525096525,0.576271186440678,0.481412904144709,0.851851851851852,0.867924528301887,0.849056603773585
ensemble_model_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200,8, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.63157895 0.63157895 0.57894737 0.52631579 0.42105263],0.523809523809524,0.634920634920635,0.819620253164557,0.978494623655914,0.957894736842105,0.978947368421053,0.516129032258065,0.516129032258065,0.523689516129032,0.610169491525424,0.5625,0.636088709677419,0.814332247557003,0.791139240506329,0.819620253164557
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.59027778 0.5        0.48611111 0.48611111],0.520833333333333,0.458333333333333,0.79,0.990264255910987,0.988888888888889,0.990277777777778,0.549019607843137,0.56,0.519130434782609,0.4921875,0.529411764705882,0.458920758385999,0.795121951219512,0.809602649006622,0.789868438597271
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16,12, low_bits_4, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.92708333 0.91319444 0.94444444 0.92013889 0.91608392],0.553191489361702,0.591489361702128,0.874213836477987,0.97286012526096,0.972183588317107,0.972878998609179,0.516129032258065,0.478632478632479,0.552875561350138,0.533980582524272,0.466101694915254,0.592025206431986,0.870967741935484,0.849056603773585,0.874213836477987
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svd,32,0,32,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.94405594 0.94405594 0.95454545 0.95804196 0.94014085],0.541666666666667,0.516666666666667,0.881551362683438,1,1,1,0.678362573099415,0.950819672131148,0.534731869963879,0.654761904761905,0.932203389830508,0.523478744095582,0.892687559354226,0.985324947589098,0.881551362683438
ensemble_model_N8_B46_E54_nb_zones_6_lab_svd,8,46,54,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.9375     0.90140845 0.8943662  0.91549296 0.9084507 ],0.548523206751055,0.565400843881857,0.805227655986509,0.970954356846473,0.985955056179775,0.970505617977528,0.651465798045603,0.840336134453782,0.547286711294687,0.677115987460815,0.907563025210084,0.563951004130466,0.82876204595997,0.941077441077441,0.80499817999818
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.92361111 0.9375     0.93356643 0.90909091 0.92657343],0.552742616033755,0.535864978902954,0.862159329140461,0.967201674808095,0.96652719665272,0.967224546722454,0.490384615384615,0.455357142857143,0.547678571428571,0.513274336283186,0.464,0.540035714285714,0.859132297803964,0.840670859538784,0.862159329140461
ensemble_model_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.60416667 0.66666667 0.625      0.65217391 0.54347826],0.527777777777778,0.541666666666667,0.818421052631579,0.991525423728814,0.991525423728814,0.991525423728814,0.564102564102564,0.611111111111111,0.527777777777778,0.56,0.583333333333333,0.541666666666667,0.822622107969152,0.842105263157895,0.818421052631579
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.49295775 0.58450704 0.52816901 0.52816901 0.43661972],0.542372881355932,0.51271186440678,0.811336717428088,1,1,1,0.52212389380531,0.551401869158878,0.543142795044556,0.552529182879377,0.612068965517241,0.514367816091954,0.813076278290025,0.839100346020761,0.811934278970645
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.60416667 0.625      0.72916667 0.65625   ],0.525,0.55625,0.7625,0.909090909090909,0.895833333333333,0.910416666666667,0.525,0.477272727272727,0.53030303030303,0.523489932885906,0.4875,0.55625,0.757033248081841,0.725490196078431,0.763255302120848
ensemble_model_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.5625     0.64583333 0.60416667 0.47826087 0.60869565],0.5,0.680555555555556,0.839473684210526,0.991452991452992,0.983050847457627,0.991525423728814,0.5,0.5,0.5,0.693333333333333,0.722222222222222,0.680555555555555,0.83989501312336,0.842105263157895,0.839473684210526
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.54861111 0.625      0.63194444 0.64583333 0.60416667],0.625,0.595833333333333,0.789166666666667,0.910569105691057,0.933333333333333,0.908333333333333,0.621848739495798,0.637931034482759,0.625417130144605,0.639405204460967,0.704918032786885,0.593984440122256,0.796787148594377,0.82943143812709,0.789300436671519
ensemble_model_v2_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200, zones, mscn, svd,192,64,64,0.6,0.2,0.2, [0.65       0.44736842 0.52631579 0.73684211 0.55263158],0.390625,0.5,0.771875,0.989583333333333,0.989583333333333,0.989583333333334,0.48,0.5625,0.390625,0.567567567567568,0.67741935483871,0.505376344086022,0.785923753665689,0.842767295597484,0.772315324817376
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.64583333 0.70212766 0.61702128 0.63829787],0.582278481012658,0.531645569620253,0.622784810126582,0.647321428571429,0.611814345991561,0.666666666666667,0.535211267605634,0.452380952380952,0.591055341055341,0.471428571428571,0.417721518987342,0.531645569620253,0.591780821917808,0.54,0.623846153846154
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.96503497 0.92657343 0.94405594 0.93006993 0.95774648],0.6875,0.545833333333333,0.90356394129979,1,1,1,0.754098360655738,0.92,0.677391304347826,0.653968253968254,0.895652173913044,0.559826086956522,0.91015625,0.976939203354298,0.90356394129979
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.82291667 0.82291667 0.92708333 0.85416667],0.44375,0.45,0.74875,0.949579831932773,0.941666666666667,0.95,0.447204968944099,0.507042253521127,0.450150340243709,0.469879518072289,0.506493506493506,0.452041933969645,0.749688667496887,0.775773195876289,0.749537083375037
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svd,8,46,54,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.77777778 0.79166667 0.70833333 0.77777778 0.72222222],0.554166666666667,0.525,0.714166666666667,0.831024930747922,0.833333333333333,0.830555555555556,0.583657587548638,0.707547169811321,0.570191495353421,0.60958904109589,0.6953125,0.512834821428571,0.730133752950433,0.781144781144781,0.714829816314965
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.69444444 0.76388889 0.71126761 0.68309859 0.71126761],0.529411764705882,0.563025210084034,0.66890756302521,0.711974110032363,0.61624649859944,0.750700280112045,0.591240875912409,0.764150943396226,0.552530017152659,0.623188405797102,0.767857142857143,0.574404761904762,0.662671232876712,0.67304347826087,0.669042064333687
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54,6, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.77464789 0.6971831  0.82394366 0.75352113 0.72142857],0.516949152542373,0.597457627118644,0.759322033898305,0.892086330935252,0.875706214689266,0.894067796610169,0.61744966442953,0.8,0.52396694214876,0.696485623003195,0.89344262295082,0.587072188668392,0.782542113323124,0.864636209813875,0.759143232241403
svm_model_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.59090909 0.5979021  0.6048951  0.58391608 0.6056338 ],0.516666666666667,0.491666666666667,0.667714884696017,0.702255639097744,0.65406162464986,0.722689075630252,0.369565217391304,0.298245614035088,0.506265664160401,0.407766990291262,0.333333333333333,0.5,0.631395348837209,0.569182389937107,0.667714884696017
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdne,4,48,52,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.68055556 0.68055556 0.63888889 0.66666667 0.63888889],0.5375,0.4625,0.62,0.69054441260745,0.669444444444444,0.7,0.550607287449393,0.56198347107438,0.537294256545593,0.481927710843373,0.512820512820513,0.463727329580988,0.618090452261307,0.617056856187291,0.619990222113579
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.375      0.45833333 0.53521127 0.53521127 0.43661972],0.483193277310924,0.487394957983193,0.794117647058823,1,1,1,0.506024096385542,0.547826086956522,0.485295157299399,0.5,0.508333333333333,0.487217514124294,0.797017398508699,0.8125,0.794209866220736
ensemble_model_v2_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.64583333 0.70833333 0.52083333 0.58695652],0.563380281690141,0.507042253521127,0.821052631578947,0.991596638655462,0.991596638655462,0.991596638655462,0.563380281690141,0.526315789473684,0.566188197767145,0.477611940298508,0.484848484848485,0.505582137161085,0.819148936170213,0.810526315789474,0.821052631578947
ensemble_model_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.70422535 0.74647887 0.76760563 0.78873239 0.80985915],0.521186440677966,0.546610169491525,0.794416243654822,0.967651195499297,0.969014084507042,0.967605633802817,0.563706563706564,0.553030303030303,0.516899766899767,0.580392156862745,0.601626016260163,0.544175839988488,0.801632653061225,0.804918032786885,0.794067408001834
ensemble_model_v2_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.6875     0.6875     0.54166667 0.67391304],0.47887323943662,0.535211267605634,0.810526315789474,0.991525423728814,0.983193277310924,0.991596638655462,0.54320987654321,0.578947368421053,0.471291866028708,0.547945205479452,0.606060606060606,0.539872408293461,0.815384615384616,0.836842105263158,0.810526315789474
svm_model_N40_B160_E200_nb_zones_8_mscn_svdn,40,160,200,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.39473684 0.47368421 0.44736842 0.52631579 0.44736842],0.523809523809524,0.555555555555556,0.594936708860759,0.631578947368421,0.631578947368421,0.631578947368421,0.545454545454545,0.5,0.527777777777778,0.5,0.518518518518518,0.550925925925926,0.58974358974359,0.582278481012658,0.59493670886076
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.78671329 0.82167832 0.78321678 0.82167832 0.79225352],0.570833333333333,0.554166666666667,0.770440251572327,0.854591836734694,0.938375350140056,0.840336134453782,0.611320754716981,0.669421487603306,0.570004861448712,0.608058608058608,0.697478991596639,0.555351066046253,0.792022792022792,0.874213836477987,0.770440251572327
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.76388889 0.69014085 0.71830986 0.8028169  0.75352113],0.50210970464135,0.50210970464135,0.6964586846543,0.822857142857143,0.808988764044944,0.825842696629213,0.553030303030303,0.598360655737705,0.499180327868853,0.5390625,0.616071428571429,0.508035714285714,0.704918032786885,0.728813559322034,0.696621544761688
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.68055556 0.66901408 0.71126761 0.70422535],0.449579831932773,0.445378151260504,0.635294117647059,0.735703245749613,0.666666666666667,0.760504201680672,0.348258706467662,0.315315315315315,0.441122224586791,0.333333333333333,0.289473684210526,0.439091680814941,0.585086042065009,0.525773195876289,0.632952387411829
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95138889 0.97552448 0.96503497 0.96503497 0.95454545],0.457983193277311,0.474789915966386,0.860062893081761,0.990902729181246,0.988826815642458,0.990921787709497,0.623906705539359,0.884297520661157,0.450695768877587,0.63768115942029,0.94017094017094,0.482482164300346,0.873878129428436,0.969601677148847,0.860062893081761
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54,4, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.72916667 0.70833333 0.63829787 0.67021277],0.525316455696203,0.544303797468354,0.768939393939394,0.925619834710744,0.941176470588235,0.92436974789916,0.581005586592179,0.675324675324675,0.529020362353696,0.566265060240964,0.635135135135135,0.549710424710425,0.779252110977081,0.830334190231362,0.7700058047931
svm_model_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.63793103 0.60344828 0.69642857 0.60714286],0.659574468085106,0.48936170212766,0.876315789473684,0.975945017182131,0.993006993006993,0.975524475524475,0.724137931034483,0.807692307692308,0.641941391941392,0.555555555555556,0.714285714285714,0.510989010989011,0.883374689826303,0.936842105263158,0.876315789473684
svm_model_N32_B168_E200_nb_zones_10_mscn_svdn,32,168,200,10, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.5        0.4375     0.47826087 0.54347826],0.652777777777778,0.569444444444444,0.671052631578947,0.757894736842105,0.915254237288135,0.707627118644068,0.675324675324675,0.787878787878788,0.663170163170163,0.666666666666667,0.794871794871795,0.548951048951049,0.725274725274725,0.868421052631579,0.671052631578947
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svd,8,46,54, zones, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8943662  0.88028169 0.92957746 0.92957746 0.88028169],0.525423728813559,0.533898305084746,0.799492385786802,0.978843441466855,0.977464788732394,0.978873239436619,0.517241379310345,0.58252427184466,0.531863639681729,0.576923076923077,0.630252100840336,0.533074768368886,0.802664446294754,0.835355285961872,0.800322271080109
ensemble_model_N40_B160_E200_nb_zones_8_mscn_svdn,40,160,200,8, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.31578947 0.52631579 0.52631579 0.55263158 0.60526316],0.507936507936508,0.619047619047619,0.822784810126582,0.994708994708995,0.989473684210526,0.994736842105263,0.563380281690141,0.606060606060606,0.503030303030303,0.636363636363636,0.617647058823529,0.619168356997972,0.828220858895705,0.833333333333333,0.822510822510822
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81118881 0.79370629 0.78671329 0.82517483 0.81468531],0.556485355648536,0.560669456066946,0.821278825995807,0.908707865168539,0.904895104895105,0.909090909090909,0.550847457627119,0.560344827586207,0.556595178020746,0.533333333333333,0.487804878048781,0.56286795626577,0.819098143236074,0.809224318658281,0.821278825995807
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.67361111 0.72222222 0.75       0.68309859],0.585774058577406,0.502092050209205,0.644648829431438,0.71048951048951,0.707520891364903,0.711699164345404,0.614785992217899,0.6171875,0.583368524774775,0.518218623481781,0.566371681415929,0.505408062930187,0.651353568498769,0.661666666666667,0.644591722595078
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,708,236,236,0.6,0.2,0.2, [0.52112676 0.53521127 0.46478873 0.58450704 0.55714286],0.457627118644068,0.470338983050848,0.777118644067797,0.985835694050992,0.983050847457627,0.985875706214689,0.448275862068966,0.448275862068966,0.457471264367816,0.468085106382979,0.478260869565217,0.470535393460295,0.775788576300085,0.777777777777778,0.777124183006536
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71830986 0.67605634 0.73943662 0.73239437 0.72535211],0.546610169491525,0.525423728813559,0.806260575296108,0.985875706214689,0.983098591549296,0.985915492957746,0.573705179282869,0.626086956521739,0.548580668343514,0.525423728813559,0.548672566371681,0.526368803511044,0.80836820083682,0.828473413379074,0.806557240913243
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.73611111 0.79166667 0.77464789 0.75352113 0.80985915],0.495798319327731,0.441176470588235,0.769747899159664,0.970464135021097,0.966386554621849,0.970588235294117,0.504132231404959,0.504132231404959,0.495655859292223,0.457142857142857,0.478632478632479,0.441795578159215,0.771285475792988,0.776470588235294,0.769747899159664
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svd,8,46,54,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.79861111 0.75694444 0.8125     0.77083333 0.76388889],0.525,0.520833333333333,0.785,0.958981612446959,0.941666666666667,0.959722222222222,0.558139534883721,0.59504132231405,0.524411417459546,0.51063829787234,0.555555555555556,0.523989898989899,0.785,0.799660441426146,0.785263935934022
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdne,4,48,52,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.8125     0.77083333 0.79166667 0.78472222 0.6875    ],0.5375,0.541666666666667,0.805,0.98191933240612,0.980555555555556,0.981944444444444,0.568093385214008,0.5703125,0.53515625,0.552845528455285,0.552845528455285,0.541380029184907,0.808510638297872,0.808510638297872,0.804934436296644
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52,6, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.52777778 0.47887324 0.53521127 0.48591549 0.47887324],0.447257383966245,0.510548523206751,0.516863406408094,0.43598615916955,0.353932584269663,0.542134831460674,0.284153005464481,0.226086956521739,0.440912330719886,0.389473684210526,0.298387096774194,0.5208749643163,0.397476340694006,0.317647058823529,0.517537573404996
ensemble_model_N32_B168_E200_nb_zones_10_mscn_svdn,32,168,200,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.47916667 0.625      0.52083333 0.47826087],0.47887323943662,0.464788732394366,0.802631578947369,1,1,1,0.372881355932203,0.34375,0.466746794871795,0.472222222222222,0.435897435897436,0.467948717948718,0.796747967479675,0.773684210526316,0.802631578947368
ensemble_model_v2_N40_B160_E200_nb_zones_8_mscn_svdn,40,160,200, zones, mscn, svdn,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.55263158 0.57894737 0.60526316 0.5        0.57894737],0.412698412698413,0.571428571428571,0.79746835443038,1,1,1,0.412698412698413,0.351351351351351,0.425675675675676,0.557377049180328,0.548387096774194,0.571068548387097,0.796178343949044,0.766871165644172,0.798468262560648
ensemble_model_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.74137931 0.60344828 0.55172414 0.55357143 0.55357143],0.468085106382979,0.51063829787234,0.857894736842105,0.978723404255319,0.965034965034965,0.979020979020979,0.468085106382979,0.5,0.47,0.610169491525424,0.72,0.496363636363636,0.860824742268041,0.878947368421053,0.857894736842105
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.63194444 0.76388889 0.72535211 0.64788732 0.69014085],0.453781512605042,0.474789915966386,0.639495798319328,0.759002770083102,0.767507002801121,0.756302521008403,0.475806451612903,0.556603773584906,0.463907947398513,0.531835205992509,0.601694915254237,0.475847457627119,0.653193209377526,0.695352839931153,0.640779868241439
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52, zones, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79166667 0.77083333 0.76388889 0.80555556 0.76056338],0.476987447698745,0.539748953974895,0.76505016722408,0.935393258426966,0.927576601671309,0.935933147632312,0.584717607973422,0.792792792792793,0.497958896396396,0.645161290322581,0.775193798449612,0.519415081042988,0.787603930461073,0.869782971619366,0.764874735390922
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.55208333 0.625      0.625      0.58333333],0.6375,0.575,0.80375,0.936863543788187,0.958333333333333,0.935416666666667,0.681318681318681,0.746987951807229,0.633234235643874,0.595238095238095,0.684931506849315,0.583845063769485,0.813317479191439,0.863636363636364,0.804342934293429
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.75347222 0.80208333 0.82167832 0.73076923 0.78671329],0.476793248945148,0.472573839662447,0.785115303983228,0.886379675370501,0.875871687587169,0.887726638772664,0.53030303030303,0.578512396694215,0.474601025933314,0.517374517374517,0.577586206896552,0.474743516671416,0.788659793814433,0.80188679245283,0.785115303983228
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.57638889 0.54166667 0.55633803 0.46478873],0.521008403361345,0.512605042016807,0.805369127516778,0.997206703910614,0.997206703910614,0.997206703910614,0.544,0.548387096774194,0.519807583474816,0.560606060606061,0.569230769230769,0.506837606837607,0.811382113821138,0.815359477124183,0.80509353166554
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdn,26,0,26,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.82517483 0.77972028 0.82517483 0.81818182 0.82042254],0.466666666666667,0.545833333333333,0.803459119496855,0.903225806451613,0.901960784313726,0.903361344537815,0.43859649122807,0.396825396825397,0.470342522974102,0.519823788546255,0.517543859649123,0.544486215538847,0.800637958532695,0.789308176100629,0.803459119496855
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54,6, low_bits_5, svd,708,236,236,0.6,0.2,0.2, [0.81690141 0.8028169  0.83098592 0.83098592 0.86428571],0.440677966101695,0.457627118644068,0.749152542372881,0.949008498583569,0.946327683615819,0.949152542372881,0.518248175182482,0.628318584070796,0.448305633498813,0.532846715328467,0.682242990654206,0.476780410055785,0.763955342902711,0.834494773519164,0.751405802601166
svm_model_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.55263158 0.52631579 0.57894737 0.65789474],0.53968253968254,0.412698412698413,0.791139240506329,1,1,1,0.553846153846154,0.6,0.542424242424243,0.463768115942029,0.432432432432432,0.408523908523909,0.796296296296296,0.796296296296296,0.791005291005291
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.82986111 0.76736111 0.79513889 0.82291667 0.8041958 ],0.527659574468085,0.536170212765957,0.807651991614256,0.897560975609756,0.895688456189152,0.897774687065369,0.564705882352941,0.6,0.526086956521739,0.528138528138528,0.530434782608696,0.536050724637681,0.808953669963561,0.814465408805031,0.807651991614256
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.75874126 0.74825175 0.73076923 0.73426573 0.77622378],0.627615062761506,0.644351464435146,0.757337526205451,0.815571155073389,0.893706293706294,0.797902097902098,0.664150943396226,0.721311475409836,0.625613002662183,0.684014869888476,0.786324786324786,0.647260753818131,0.779628748215136,0.858490566037736,0.757337526205451
ensemble_model_v2_N32_B168_E200_nb_zones_10_mscn_svdn,32,168,200, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.47916667 0.58333333 0.41666667 0.45652174],0.47887323943662,0.47887323943662,0.805263157894737,1,1,1,0.54320987654321,0.578947368421053,0.471291866028708,0.47887323943662,0.515151515151515,0.481259968102073,0.81025641025641,0.831578947368421,0.805263157894737
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.70138889 0.76760563 0.72535211 0.72535211],0.546218487394958,0.521008403361345,0.8,0.977591036414566,0.977591036414566,0.977591036414566,0.571428571428571,0.571428571428571,0.544642857142857,0.508620689655172,0.526785714285714,0.521329365079365,0.801335559265442,0.80672268907563,0.8
ensemble_model_v2_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.62068966 0.55357143 0.60714286 0.5       ],0.666666666666667,0.5,0.894736842105263,1,1,1,0.714285714285714,0.769230769230769,0.657342657342657,0.52,0.590909090909091,0.506993006993007,0.897435897435897,0.921052631578947,0.894736842105263
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.96527778 0.97222222 0.95454545 0.97202797 0.95104895],0.548523206751055,0.514767932489452,0.883647798742138,1,1,1,0.608058608058608,0.669354838709677,0.54264202112475,0.526748971193416,0.566371681415929,0.5170568084499,0.886153846153846,0.905660377358491,0.883647798742138
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94055944 0.93006993 0.93706294 0.90909091 0.91258741],0.552301255230126,0.606694560669456,0.890461215932914,0.99442119944212,0.997202797202797,0.994405594405594,0.488038277511962,0.455357142857143,0.546576209223847,0.614754098360656,0.590551181102362,0.607775590551181,0.88924218335983,0.879454926624738,0.890461215932914
ensemble_model_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200,8, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.44736842 0.57894737 0.52631579 0.55263158 0.52631579],0.523809523809524,0.571428571428571,0.816455696202532,0.994764397905759,1,0.994736842105263,0.558823529411765,0.513513513513513,0.525987525987526,0.597014925373134,0.625,0.570564516129032,0.822085889570552,0.817073170731707,0.816431322207959
svm_model_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.65277778 0.65972222 0.63888889 0.64084507],0.527196652719665,0.435146443514644,0.691471571906355,0.836265223274695,0.860724233983287,0.831476323119777,0.597864768683274,0.626865671641791,0.513432835820896,0.470588235294118,0.521739130434783,0.438288920056101,0.710588235294118,0.745065789473684,0.690560105621196
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.71527778 0.71527778 0.68055556 0.72535211],0.514644351464435,0.502092050209205,0.655518394648829,0.725581395348837,0.651810584958217,0.753481894150418,0.532258064516129,0.540983606557377,0.514081546868432,0.544061302681992,0.591666666666667,0.50171568627451,0.642980935875217,0.617304492512479,0.655711069785651
svm_model_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.5        0.47916667 0.625      0.65217391],0.577464788732394,0.47887323943662,0.823684210526316,1,1,1,0.594594594594595,0.55,0.581451612903226,0.447761194029851,0.483870967741936,0.479435483870968,0.823218997361477,0.821052631578947,0.823684210526316
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.73611111 0.72535211 0.75352113 0.69014085 0.76760563],0.50210970464135,0.531645569620253,0.77150084317032,0.939655172413793,0.918539325842696,0.941011235955056,0.566176470588235,0.636363636363636,0.499216300940439,0.587360594795539,0.658333333333333,0.530021367521367,0.780921584478577,0.809045226130653,0.771245872827636
svm_model_N26_B174_E200_nb_zones_12_mscn_svdn,26,174,200,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.51724138 0.57142857 0.46428571 0.35714286],0.479166666666667,0.5,0.826315789473684,0.940350877192982,0.943661971830986,0.940140845070423,0.56140350877193,0.551724137931034,0.460072595281307,0.478260869565217,0.578947368421053,0.513611615245009,0.829896907216495,0.847368421052631,0.826315789473684
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,720,240,240,0.6,0.2,0.2, [0.71527778 0.79166667 0.77777778 0.75694444 0.79166667],0.5375,0.504166666666667,0.783333333333333,0.957865168539326,0.947222222222222,0.958333333333333,0.53941908713693,0.596330275229358,0.542439946774984,0.518218623481781,0.581818181818182,0.51013986013986,0.783333333333333,0.811744386873921,0.784294093597991
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.80555556 0.78472222 0.80985915 0.88028169 0.88028169],0.584033613445378,0.504201680672269,0.814285714285714,0.99438202247191,0.991596638655462,0.994397759103642,0.65017667844523,0.779661016949153,0.58566384180791,0.566176470588235,0.6875,0.514384920634921,0.825572217837411,0.890971039182283,0.815303098363944
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.60416667 0.60416667 0.64084507 0.64084507],0.579831932773109,0.61344537815126,0.790268456375839,0.917378917378917,0.899441340782123,0.918994413407821,0.62406015037594,0.680327868852459,0.577232899943471,0.616666666666667,0.616666666666667,0.613418079096045,0.793046357615894,0.798333333333333,0.790213963963964
ensemble_model_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.94791667 0.94791667 0.95804196 0.94055944 0.95804196],0.510548523206751,0.485232067510549,0.873689727463312,0.997912317327766,1,0.997907949790795,0.532258064516129,0.584070796460177,0.513809591778476,0.519685039370079,0.532258064516129,0.4829431915501,0.87570912841671,0.889937106918239,0.873689727463312
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.81944444 0.72916667 0.78472222 0.79861111 0.76056338],0.556485355648536,0.518828451882845,0.792642140468227,0.962025316455696,0.952646239554318,0.962395543175487,0.5859375,0.630252100840336,0.556792717086835,0.590747330960854,0.67479674796748,0.514122511914774,0.801282051282051,0.831946755407654,0.792443965939121
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40,12, low_bits_4, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.97222222 0.95138889 0.93706294 0.97202797],0.51271186440678,0.48728813559322,0.876310272536688,1,1,1,0.677871148459384,1,0.5,0.655270655270655,1,0.5,0.889925373134328,1,0.876310272536688
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.75694444 0.6971831  0.64788732 0.6971831 ],0.466386554621849,0.504201680672269,0.747058823529412,0.92156862745098,0.92156862745098,0.92156862745098,0.477366255144033,0.568627450980392,0.479166666666667,0.531746031746032,0.536,0.502513274336283,0.751033912324235,0.777397260273973,0.747609521226095
ensemble_model_v2_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200, zones, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.625      0.42105263 0.26315789 0.5        0.52631579],0.59375,0.53125,0.825,1,1,1,0.580645161290323,0.580645161290323,0.593352883675464,0.583333333333333,0.552631578947368,0.526315789473684,0.828220858895706,0.818181818181818,0.825219941348974
ensemble_model_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.52083333 0.5625     0.45833333 0.60869565 0.41304348],0.513888888888889,0.555555555555556,0.810526315789474,0.97907949790795,0.991525423728814,0.978813559322034,0.556962025316456,0.564102564102564,0.509324009324009,0.483870967741936,0.454545454545455,0.547785547785548,0.810526315789474,0.810526315789474,0.810526315789474
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.62676056 0.68309859 0.6971831  0.58450704 0.59859155],0.559322033898305,0.533898305084746,0.619289340101523,0.676712328767123,0.695774647887324,0.667605633802817,0.6,0.624,0.555243243243243,0.53781512605042,0.556521739130435,0.534459216672655,0.633550488599348,0.653781512605042,0.619054299743748
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.73611111 0.72916667 0.61805556 0.68309859],0.560669456066946,0.552301255230126,0.657190635451505,0.733870967741936,0.760445682451253,0.724233983286908,0.597701149425287,0.742857142857143,0.580383795309168,0.602230483271375,0.698275862068966,0.556455004205214,0.67817896389325,0.744827586206897,0.659751455441111
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83098592 0.84507042 0.75352113 0.73239437 0.76056338],0.529661016949153,0.542372881355932,0.798646362098139,0.973277074542897,0.974647887323944,0.973239436619718,0.602150537634409,0.717948717948718,0.531243266537384,0.590909090909091,0.65,0.54051724137931,0.810207336523126,0.858108108108108,0.798545579477783
ensemble_model_N26_B174_E200_nb_zones_12_mscn_svdn,26,174,200,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.48275862 0.56896552 0.57142857 0.51785714 0.57142857],0.416666666666667,0.479166666666667,0.860526315789474,1,1,1,0.481481481481482,0.464285714285714,0.407142857142857,0.528301886792453,0.7,0.510714285714286,0.864450127877238,0.889473684210526,0.860526315789473
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.47916667 0.44444444 0.49305556 0.46478873 0.50704225],0.495798319327731,0.457983193277311,0.791107382550335,1,1,1,0.538461538461538,0.564516129032258,0.492784380305603,0.446351931330472,0.5,0.462686567164179,0.794044665012407,0.819112627986348,0.791569515313306
svm_model_N40_B0_E40_nb_zones_12_lab_svd,40,0,40,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.97202797 0.97552448 0.95804196 0.96503497 0.95422535],0.525,0.475,0.874213836477987,1,1,1,0.688524590163935,1,0.5,0.644067796610169,1,0.5,0.888268156424581,1,0.874213836477987
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.69444444 0.76388889 0.76388889 0.72222222 0.70422535],0.523012552301255,0.535564853556485,0.781772575250836,0.95,0.952646239554318,0.949860724233983,0.486486486486487,0.461538461538462,0.521752837326608,0.51528384279476,0.5,0.535123966942149,0.777113578138343,0.765993265993266,0.781667729342148
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.91258741 0.92307692 0.91258741 0.90559441 0.90140845],0.55,0.533333333333333,0.84643605870021,0.950441276306857,0.980392156862745,0.948879551820728,0.635135135135135,0.776859504132231,0.548093617612334,0.636363636363636,0.823529411764706,0.535731648031113,0.858931150698122,0.935010482180294,0.84643605870021
svm_model_N4_B48_E52_nb_zones_8_lab_svd,4,48,52,8, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.84895833 0.77894737 0.81052632 0.81578947 0.79473684],0.498422712933754,0.539432176656151,0.766078184110971,0.929637526652452,0.915966386554622,0.930672268907563,0.559556786703601,0.647435897435897,0.500736582258321,0.580459770114942,0.647435897435897,0.541109253065775,0.774741955069824,0.809644670050762,0.766351157080518
svm_model_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200,10, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.58333333 0.5625     0.60416667 0.69565217],0.591549295774648,0.535211267605634,0.739473684210526,0.824644549763033,0.73109243697479,0.84453781512605,0.452830188679245,0.307692307692308,0.622596153846154,0.421052631578947,0.375,0.520833333333333,0.691588785046729,0.58421052631579,0.739473684210526
ensemble_model_v2_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.625      0.66666667 0.47916667 0.52173913],0.450704225352113,0.619718309859155,0.818421052631579,0.987341772151899,0.983193277310924,0.987394957983193,0.417910447761194,0.451612903225806,0.450806451612903,0.674698795180723,0.7,0.608064516129032,0.821705426356589,0.836842105263158,0.818421052631579
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.56944444 0.63380282 0.67605634 0.65492958],0.53781512605042,0.516806722689076,0.782352941176471,0.951841359773371,0.941176470588235,0.952380952380952,0.476190476190476,0.420168067226891,0.53781512605042,0.506437768240343,0.508620689655172,0.516605426794799,0.774586597040905,0.751689189189189,0.782199109644762
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.97552448 0.94755245 0.94755245 0.95804196 0.98239437],0.525,0.475,0.873689727463312,0.999300209937019,1,0.999299719887955,0.688524590163935,1,0.5,0.644067796610169,1,0.5,0.887854816193578,1,0.873689727463312
ensemble_model_v2_N26_B174_E200_nb_zones_12_mscn_svdn,26,174,200, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.46551724 0.5        0.46428571 0.53571429],0.458333333333333,0.458333333333333,0.863157894736842,1,1,1,0.434782608695652,0.416666666666667,0.458333333333333,0.434782608695652,0.416666666666667,0.458333333333333,0.861702127659574,0.852631578947368,0.863157894736842
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93706294 0.95454545 0.95454545 0.95804196 0.95454545],0.581589958158996,0.610878661087866,0.898846960167715,1,1,1,0.659863945578231,0.751937984496124,0.566878083157153,0.638132295719844,0.745454545454545,0.620789288231149,0.902574457344775,0.937106918238994,0.898846960167715
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94791667 0.95104895 0.93356643 0.94755245 0.95104895],0.516806722689076,0.512605042016807,0.871593291404612,0.99020979020979,0.988826815642458,0.990223463687151,0.433497536945813,0.363636363636364,0.51942501942502,0.389473684210526,0.316239316239316,0.509359327541146,0.865606143719144,0.827044025157233,0.871593291404612
ensemble_model_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.65972222 0.65277778 0.71126761 0.71126761 0.64788732],0.529411764705882,0.529411764705882,0.797478991596639,0.976157082748948,0.974789915966386,0.976190476190476,0.597122302158273,0.71551724137931,0.533988128886376,0.588235294117647,0.666666666666667,0.528248587570621,0.809184481393508,0.861720067453626,0.797694204581084
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdne,16,0,16,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.94055944 0.91958042 0.95454545 0.94405594 0.95422535],0.541666666666667,0.579166666666667,0.884696016771489,0.993693062368605,0.992997198879552,0.993697478991597,0.618055555555555,0.760683760683761,0.547008547008547,0.655290102389079,0.780487804878049,0.574004586199708,0.890438247011952,0.937106918238994,0.884696016771489
ensemble_model_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200,10, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.5        0.60416667 0.56521739 0.60869565],0.5,0.513888888888889,0.802631578947369,0.982905982905983,0.974576271186441,0.983050847457627,0.485714285714286,0.5,0.5,0.578313253012048,0.631578947368421,0.506965944272446,0.806201550387597,0.821052631578947,0.802631578947368
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svd,32,0,32, zones, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.96875    0.96503497 0.98251748 0.97202797 0.95454545],0.542016806722689,0.605042016806723,0.893605870020964,1,1,1,0.606498194945848,0.730434782608696,0.54814422057264,0.661870503597122,0.747967479674797,0.600070696359138,0.897835933568193,0.935010482180294,0.893605870020964
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16,12, low_bits_4, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.90625    0.92013889 0.93402778 0.95454545 0.91958042],0.555084745762712,0.423728813559322,0.869496855345912,0.99442119944212,0.993036211699164,0.994428969359331,0.502369668246445,0.481818181818182,0.550432900432901,0.408695652173913,0.373015873015873,0.427417027417027,0.8672,0.852201257861635,0.869496855345912
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.625      0.61805556 0.73943662 0.75352113 0.70422535],0.449579831932773,0.474789915966386,0.725210084033613,0.90125173852573,0.907563025210084,0.900560224089636,0.422907488986784,0.444444444444444,0.449145299145299,0.50199203187251,0.5,0.473214285714286,0.726817042606516,0.736040609137056,0.725282408074371
svm_model_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200,12, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.62068966 0.56896552 0.64285714 0.55357143],0.74468085106383,0.446808510638298,0.831578947368421,0.907142857142857,0.888111888111888,0.909090909090909,0.739130434782609,0.739130434782609,0.744565217391304,0.409090909090909,0.375,0.448369565217391,0.827027027027027,0.805263157894737,0.831578947368421
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.72916667 0.70138889 0.76388889 0.76056338],0.464435146443515,0.476987447698745,0.72742474916388,0.89703808180536,0.885793871866295,0.898328690807799,0.546099290780142,0.626016260162602,0.459559854219232,0.548736462093863,0.633333333333333,0.476330532212885,0.742902208201893,0.782392026578073,0.727054599147622
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.5        0.54861111 0.50704225 0.5915493 ],0.53781512605042,0.478991596638655,0.569630872483222,0.482374768089054,0.363128491620112,0.610335195530726,0.345238095238095,0.247863247863248,0.533022533022533,0.261904761904762,0.183333333333333,0.481497175141243,0.413714285714286,0.304201680672269,0.569186267471813
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svd,40,0,40,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94755245 0.94755245 0.94405594 0.94755245 0.94405594],0.502092050209205,0.497907949790795,0.874213836477987,0.999300209937019,0.998601398601399,0.999300699300699,0.668523676880223,1,0.5,0.664804469273743,1,0.5,0.888164026095061,0.99895178197065,0.874213836477987
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.92657343 0.94405594 0.92657343 0.93006993 0.91608392],0.535564853556485,0.535564853556485,0.873689727463312,0.986647926914968,0.981818181818182,0.986713286713287,0.613240418118467,0.715447154471545,0.530137370339221,0.577946768060837,0.655172413793103,0.53896832071769,0.877850988342625,0.907756813417191,0.873689727463312
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.70138889 0.68309859 0.57746479 0.66197183],0.466386554621849,0.495798319327731,0.750420168067227,0.929577464788732,0.92436974789916,0.929971988795518,0.45021645021645,0.5,0.470149253731343,0.52755905511811,0.511450381679389,0.49404294784904,0.751464435146443,0.758445945945946,0.750460431166953
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdn,8,46,54,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.48611111 0.55555556 0.45138889 0.51408451],0.447698744769874,0.468619246861925,0.758361204013378,0.958217270194986,0.958217270194986,0.958217270194986,0.415929203539823,0.415929203539823,0.44605983986515,0.48582995951417,0.46875,0.468609234234234,0.757346767422334,0.751666666666667,0.758383668903803
svm_model_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.67241379 0.5862069  0.67857143 0.67857143 0.51785714],0.520833333333333,0.5625,0.642105263157895,0.619834710743802,0.528169014084507,0.676056338028169,0.488888888888889,0.392857142857143,0.546428571428571,0.461538461538462,0.45,0.546428571428571,0.582822085889571,0.5,0.642105263157895
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.78671329 0.77272727 0.80769231 0.7972028  0.82746479],0.616666666666667,0.6,0.884696016771489,0.977931034482759,0.992997198879552,0.977591036414566,0.669064748201439,0.775,0.616666666666667,0.633587786259542,0.691666666666667,0.6,0.889447236180904,0.927672955974843,0.884696016771488
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.734375   0.69791667 0.6875     0.703125   0.70833333],0.4875,0.528125,0.749375,0.907922912205567,0.883333333333333,0.910416666666667,0.556756756756757,0.620481927710843,0.482318885933344,0.549253731343284,0.582278481012658,0.528793561493983,0.755338621110433,0.769900497512438,0.74927185679642
ensemble_model_v2_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.35416667 0.41666667 0.47916667 0.58695652],0.563380281690141,0.591549295774648,0.842105263157895,1,1,1,0.474576271186441,0.466666666666667,0.550406504065041,0.658823529411765,0.682926829268293,0.57479674796748,0.842931937172775,0.847368421052631,0.842105263157895
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svd,4,48,52,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.671875   0.72105263 0.70526316 0.72105263],0.506289308176101,0.515723270440252,0.654716981132075,0.730769230769231,0.677148846960168,0.750524109014675,0.504731861198738,0.465116279069767,0.509955399808856,0.493421052631579,0.46583850931677,0.516358745104245,0.635215946843854,0.590123456790123,0.655959164292498
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.68055556 0.66901408 0.66197183 0.6056338  0.61971831],0.535864978902954,0.582278481012658,0.78920741989882,0.94297635605007,0.952247191011236,0.942415730337079,0.53781512605042,0.587155963302752,0.539671731651376,0.623574144486692,0.672131147540984,0.579543834640057,0.795081967213115,0.826235093696763,0.789578314794959
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.94791667 0.95138889 0.93006993 0.92307692 0.94755245],0.472573839662447,0.527426160337553,0.875786163522013,1,1,1,0.641833810888252,1,0.5,0.69060773480663,1,0.5,0.88951048951049,1,0.875786163522013
ensemble_model_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.51724138 0.58928571 0.51785714 0.58928571],0.583333333333333,0.5,0.878947368421053,0.992907801418439,0.985915492957746,0.992957746478873,0.615384615384615,0.695652173913043,0.587826086956522,0.571428571428571,0.64,0.493913043478261,0.882051282051282,0.905263157894737,0.878947368421053
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.47222222 0.47916667 0.52777778 0.55555556 0.50694444],0.45,0.508333333333333,0.551666666666667,0.60655737704918,0.616666666666667,0.6,0.467741935483871,0.467741935483871,0.449388209121246,0.508333333333333,0.535087719298246,0.509607351712615,0.559016393442623,0.570234113712375,0.55172835253725
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.89930556 0.90625    0.92307692 0.9020979  0.90559441],0.641350210970464,0.544303797468354,0.882599580712788,0.978605935127674,0.98884239888424,0.978382147838215,0.650205761316872,0.642276422764228,0.641313649978605,0.553719008264463,0.587719298245614,0.54589216944801,0.884177869700103,0.896226415094339,0.882599580712788
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.50694444 0.44444444 0.47916667 0.50694444 0.40972222],0.4875,0.495833333333333,0.790833333333333,0.990318118948824,0.994444444444444,0.990277777777778,0.528735632183908,0.552,0.484695652173913,0.485106382978723,0.491379310344828,0.495689655172414,0.794093519278097,0.805324459234609,0.790809141136503
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.94444444 0.95486111 0.96153846 0.92657343 0.97202797],0.540084388185654,0.523206751054852,0.883647798742138,1,1,1,0.617543859649123,0.733333333333333,0.537606837606838,0.606271777003484,0.743589743589744,0.525961538461538,0.889332003988036,0.935010482180294,0.883647798742138
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.70138889 0.6875     0.73239437 0.66901408 0.57746479],0.571428571428571,0.579831932773109,0.792436974789916,0.934687953555878,0.901960784313726,0.936974789915966,0.571428571428571,0.612612612612613,0.574022841739377,0.609375,0.629032258064516,0.5776740237691,0.791208791208791,0.790540540540541,0.792427460905722
ensemble_model_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.60344828 0.625      0.55357143 0.625     ],0.583333333333333,0.645833333333333,0.902631578947368,1,1,1,0.615384615384615,0.551724137931034,0.591651542649728,0.484848484848485,0.421052631578947,0.607078039927405,0.899728997289973,0.873684210526316,0.902631578947368
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.7972028  0.80769231 0.80769231 0.82517483 0.80633803],0.6375,0.6375,0.887840670859539,0.972527472527472,0.991596638655462,0.971988795518207,0.653386454183267,0.677685950413223,0.637162302937704,0.664092664092664,0.722689075630252,0.638204041947357,0.891149542217701,0.918238993710692,0.887840670859539
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.75520833 0.77083333 0.75789474 0.73157895 0.78421053],0.462264150943396,0.440251572327044,0.674842767295597,0.820512820512821,0.80503144654088,0.823899371069182,0.512820512820513,0.545454545454545,0.459001782531194,0.447204968944099,0.496551724137931,0.44480765397648,0.678682411435674,0.693773824650572,0.67503137060673
svm_model_N40_B160_E200_nb_zones_10_mscn_svdn,40,160,200,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.47916667 0.58333333 0.58333333 0.54347826],0.47887323943662,0.492957746478873,0.805263157894737,0.99581589958159,1,0.995798319327731,0.506666666666667,0.575757575757576,0.48524720893142,0.5,0.473684210526316,0.494417862838915,0.808290155440414,0.821052631578947,0.805263157894737
ensemble_model_N4_B48_E52_nb_zones_8_lab_svd,4,48,52,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.78645833 0.81770833 0.80208333 0.75263158 0.72105263],0.581761006289308,0.578616352201258,0.809045226130653,0.961578400830737,0.968619246861925,0.961297071129707,0.656330749354005,0.734104046242775,0.567052023121387,0.633879781420765,0.748387096774194,0.582782505442312,0.822843822843823,0.875930521091811,0.808194268179494
ensemble_model_v2_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200, zones, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.5862069  0.5        0.46428571 0.64285714],0.5,0.583333333333333,0.873684210526316,0.985714285714286,0.971830985915493,0.985915492957746,0.333333333333333,0.352941176470588,0.466793168880455,0.642857142857143,0.580645161290323,0.584440227703985,0.870967741935484,0.852631578947368,0.873684210526316
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54, zones, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71126761 0.67605634 0.68309859 0.6971831  0.6056338 ],0.495762711864407,0.5,0.774111675126904,0.957865168539326,0.96056338028169,0.95774647887324,0.529644268774704,0.577586206896552,0.497126436781609,0.512396694214876,0.539130434782609,0.50097017606899,0.778790389395195,0.802047781569966,0.77434603843599
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.96503497 0.94055944 0.94055944 0.95104895 0.95104895],0.527196652719665,0.510460251046025,0.879454926624738,1,1,1,0.627062706270627,0.811965811965812,0.533032086310775,0.618892508143322,0.778688524590164,0.504728877679697,0.887254901960784,0.948637316561845,0.879454926624738
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.57638889 0.63888889 0.73611111 0.65277778 0.59027778],0.483333333333333,0.425,0.721666666666667,0.901907356948229,0.919444444444444,0.9,0.511811023622047,0.511811023622047,0.481569228625183,0.330097087378641,0.34,0.412857142857143,0.720268006700167,0.732538330494038,0.721897223974588
ensemble_model_v2_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.55172414 0.60714286 0.57142857 0.57142857],0.5625,0.5625,0.881578947368421,0.989399293286219,0.985915492957746,0.98943661971831,0.533333333333333,0.631578947368421,0.574410163339383,0.618181818181818,0.586206896551724,0.556261343012704,0.882506527415144,0.889473684210526,0.881578947368421
ensemble_model_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26,12, lab, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.9375     0.93402778 0.9375     0.95804196 0.93006993],0.529661016949153,0.491525423728814,0.878406708595388,0.999303135888502,0.998607242339833,0.999303621169916,0.519480519480519,0.46875,0.535300925925926,0.433962264150943,0.425925925925926,0.486400462962963,0.876464323748669,0.862683438155136,0.878406708595388
ensemble_model_N40_B160_E200_nb_zones_10_mscn_svdn,40,160,200,10, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.54166667 0.52083333 0.60416667 0.41304348],0.507042253521127,0.464788732394366,0.807894736842105,1,1,1,0.406779661016949,0.428571428571429,0.493355481727575,0.441176470588235,0.348837209302326,0.495847176079734,0.8,0.768421052631579,0.807894736842105
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54166667 0.53472222 0.58333333 0.57638889 0.54929577],0.481171548117155,0.510460251046025,0.691471571906355,0.826558265582656,0.84958217270195,0.821727019498607,0.491803278688525,0.530973451327434,0.483740693917685,0.555133079847909,0.574803149606299,0.50615157480315,0.703614457831325,0.731218697829716,0.69140499380598
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.52777778 0.5        0.48591549 0.54225352],0.533613445378151,0.521008403361345,0.715126050420168,0.844686648501362,0.868347338935574,0.840336134453782,0.506666666666667,0.471074380165289,0.534682489227944,0.528925619834711,0.528925619834711,0.520873066327612,0.717735220649459,0.719532554257095,0.715096226367126
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.53472222 0.48611111 0.53521127 0.53521127 0.46478873],0.512605042016807,0.53781512605042,0.810084033613445,1,1,1,0.495652173913043,0.5,0.512096774193548,0.517543859649123,0.495798319327731,0.53781512605042,0.80716723549488,0.801694915254237,0.810014124293785
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdn,8,46,54,6, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.5        0.54225352 0.50704225 0.5        0.45774648],0.542372881355932,0.525423728813559,0.813874788494078,1,1,1,0.509090909090909,0.504504504504504,0.540252252252252,0.517241379310345,0.476190476190476,0.529004329004329,0.810671256454389,0.795608108108108,0.813905748969308
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.94444444 0.95138889 0.94055944 0.95454545 0.97552448],0.506329113924051,0.514767932489452,0.878406708595388,1,1,1,0.586572438162544,0.747747747747748,0.520699270699271,0.612794612794613,0.722222222222222,0.500750750750751,0.88480635551142,0.933962264150943,0.878406708595388
svm_model_N32_B168_E200_nb_zones_12_mscn_svdn,32,168,200,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.56896552 0.55172414 0.53448276 0.44642857 0.625     ],0.382978723404255,0.48936170212766,0.607894736842105,0.64963503649635,0.622377622377622,0.664335664335664,0.256410256410256,0.227272727272727,0.373636363636364,0.5,0.48,0.49,0.587257617728532,0.557894736842105,0.607894736842105
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.57638889 0.63888889 0.62676056 0.66901408 0.69014085],0.57563025210084,0.617647058823529,0.638655462184874,0.648967551622419,0.61624649859944,0.666666666666667,0.570212765957447,0.582608695652174,0.575857193354542,0.634538152610442,0.663865546218487,0.617647058823529,0.629948364888124,0.619289340101523,0.638526139165953
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.6875     0.63194444 0.66197183 0.62676056 0.66197183],0.588235294117647,0.550420168067227,0.752100840336134,0.874301675977653,0.876750700280112,0.873949579831933,0.628787878787879,0.653543307086614,0.583528410300064,0.570281124497992,0.628318584070796,0.554159292035398,0.759967453213995,0.782244556113903,0.751999175190172
ensemble_model_v2_N40_B160_E200_nb_zones_10_mscn_svdn,40,160,200, zones, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.33333333 0.4375     0.375      0.41304348 0.47826087],0.513888888888889,0.416666666666667,0.794736842105263,0.995744680851064,0.991525423728814,0.995762711864407,0.545454545454545,0.477272727272727,0.524350649350649,0.363636363636364,0.428571428571429,0.418831168831169,0.793650793650794,0.789473684210526,0.794736842105263
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.51388889 0.48611111 0.42361111 0.52777778 0.57638889],0.508333333333333,0.4875,0.799166666666667,1,1,1,0.562962962962963,0.622950819672131,0.506390664073354,0.493827160493827,0.530973451327434,0.489896174482614,0.804541768045418,0.833613445378151,0.799451350788249
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.765625   0.734375   0.765625   0.76315789 0.74736842],0.49685534591195,0.449685534591195,0.777010050251256,0.978813559322034,0.96652719665272,0.97907949790795,0.518072289156626,0.530864197530864,0.496201329534663,0.480712166172107,0.519230769230769,0.450973409306743,0.779913205207688,0.790201005025126,0.777010050251256
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.84965035 0.85314685 0.87412587 0.83916084 0.88380282],0.541666666666667,0.529166666666667,0.873165618448637,0.986722571628232,0.988795518207283,0.986694677871149,0.517543859649123,0.531531531531532,0.540959564215378,0.523206751054852,0.48062015503876,0.533102870312173,0.872362869198312,0.866876310272536,0.873165618448637
ensemble_model_N32_B168_E200_nb_zones_12_mscn_svdn,32,168,200,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.5        0.5        0.53571429 0.55357143],0.5,0.5625,0.876315789473684,0.993006993006993,1,0.992957746478873,0.478260869565217,0.407407407407407,0.513227513227513,0.533333333333333,0.571428571428571,0.563492063492063,0.875331564986737,0.868421052631579,0.876315789473684
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svd,4,48,52,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.69791667 0.78645833 0.74210526 0.68947368 0.73684211],0.534591194968553,0.50314465408805,0.776100628930818,0.947033898305085,0.937106918238994,0.947589098532495,0.55421686746988,0.585987261146497,0.535229655417969,0.529761904761905,0.597315436241611,0.508716889718439,0.779156327543424,0.802043422733078,0.776486395381409
svm_model_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.86111111 0.88888889 0.91549296 0.87323944 0.88732394],0.609243697478992,0.563025210084034,0.794117647058823,0.931232091690545,0.910364145658263,0.932773109243698,0.640926640926641,0.721739130434783,0.612902085542595,0.587301587301587,0.691588785046729,0.574802026111151,0.797353184449958,0.832469775474957,0.795121958113911
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.95833333 0.94791667 0.96153846 0.93356643 0.94405594],0.641350210970464,0.649789029535865,0.907232704402515,0.993728222996516,0.99442119944212,0.993723849372385,0.608294930875576,0.554621848739496,0.641717704030765,0.663967611336032,0.694915254237288,0.649978635522005,0.906793048973144,0.90251572327044,0.907232704402515
svm_model_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200,10, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.54166667 0.5625     0.5625     0.56521739 0.5       ],0.541666666666667,0.597222222222222,0.557894736842105,0.480392156862745,0.415254237288136,0.550847457627119,0.592592592592593,0.585365853658537,0.534618410700236,0.567164179104478,0.612903225806452,0.599134539732494,0.522727272727273,0.48421052631579,0.557894736842105
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.96153846 0.95104895 0.95104895 0.96830986],0.529166666666667,0.658333333333333,0.897798742138365,1,1,1,0.65015479876161,0.921052631578947,0.547827903091061,0.75,0.976190476190476,0.641604010025063,0.906204906204906,0.987421383647799,0.897798742138365
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.67708333 0.671875   0.65789474 0.68947368 0.65789474],0.572327044025157,0.531446540880503,0.659119496855346,0.726886291179596,0.716981132075472,0.730607966457023,0.604651162790698,0.615384615384615,0.569437274135261,0.55786350148368,0.606451612903226,0.533287156144864,0.665844636251541,0.674157303370787,0.659005140912263
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svd,4,48,52, zones, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.8125     0.73157895 0.75263158 0.81578947 0.84210526],0.501577287066246,0.523659305993691,0.780580075662043,0.958288770053476,0.941176470588235,0.959033613445378,0.540697674418604,0.607843137254902,0.505141080822573,0.588555858310627,0.650602409638554,0.517354184951727,0.788578371810449,0.816352201257862,0.780489627809715
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.703125   0.68229167 0.71354167 0.71354167 0.71354167],0.484375,0.475,0.76375,0.953367875647668,0.958333333333333,0.953125,0.501510574018127,0.515527950310559,0.484179069494902,0.497005988023952,0.503030303030303,0.474095796676442,0.768098159509203,0.77667493796526,0.763652330443587
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.8986014  0.84965035 0.82167832 0.87412587 0.85211268],0.525,0.5,0.865828092243187,0.984528832630098,0.980392156862745,0.984593837535014,0.486486486486487,0.435483870967742,0.528086763070078,0.44954128440367,0.422413793103448,0.497497219132369,0.862513426423201,0.841719077568134,0.865828092243186
ensemble_model_v2_N32_B168_E200_nb_zones_12_mscn_svdn,32,168,200, zones, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.53448276 0.55172414 0.58928571 0.55357143],0.48936170212766,0.446808510638298,0.86578947368421,0.996515679442509,1,0.996503496503497,0.538461538461538,0.5,0.486842105263158,0.409090909090909,0.473684210526316,0.451127819548872,0.866840731070496,0.873684210526316,0.86578947368421
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdn,26,0,26,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.87062937 0.85664336 0.88111888 0.88461538 0.87323944],0.541666666666667,0.4875,0.866876310272536,0.985345429169574,0.988795518207283,0.985294117647059,0.58955223880597,0.632,0.537739130434783,0.506024096385542,0.547826086956522,0.489913043478261,0.86974358974359,0.888888888888889,0.866876310272536
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.61805556 0.68055556 0.63888889 0.60416667 0.72222222],0.545833333333333,0.604166666666667,0.770833333333333,0.904441453566622,0.933333333333333,0.901388888888889,0.524017467248908,0.491803278688525,0.546749096971381,0.573991031390134,0.533333333333333,0.604166666666667,0.769874476987448,0.764119601328904,0.770855787286525
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97202797 0.95104895 0.94755245 0.96153846 0.95104895],0.518828451882845,0.456066945606695,0.871593291404612,1,1,1,0.541832669322709,0.552845528455285,0.51780207457247,0.462809917355372,0.482758620689655,0.456826464816372,0.872594903796152,0.879454926624738,0.871593291404612
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.71527778 0.75347222 0.77972028 0.76923077 0.73076923],0.556962025316456,0.586497890295359,0.846960167714885,0.940388479571333,0.97907949790795,0.937935843793584,0.600760456273764,0.675213675213675,0.558440170940171,0.628787878787879,0.691666666666667,0.585149572649573,0.855445544554455,0.905660377358491,0.846960167714885
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.52777778 0.56944444 0.50694444 0.49305556 0.47916667],0.495833333333333,0.529166666666667,0.805,1,1,1,0.51792828685259,0.560344827586207,0.497914349276974,0.534979423868313,0.560344827586207,0.530172413793103,0.807248764415157,0.827702702702703,0.805298719772404
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.5        0.47887324 0.53521127 0.52112676],0.5,0.579831932773109,0.815966386554622,1,1,1,0.49789029535865,0.483606557377049,0.500423968343697,0.553571428571429,0.52991452991453,0.579006851734124,0.813617021276596,0.802013422818792,0.815989876392561
ensemble_model_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200,10, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.58333333 0.47916667 0.52083333 0.63043478],0.619718309859155,0.563380281690141,0.842105263157895,0.991525423728814,0.983193277310924,0.991596638655462,0.63013698630137,0.676470588235294,0.622019077901431,0.586666666666667,0.594594594594595,0.562003179650239,0.84375,0.852631578947368,0.842105263157895
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.86805556 0.86111111 0.92013889 0.86458333 0.8986014 ],0.54468085106383,0.506382978723404,0.876834381551363,0.99163179916318,0.988873435326843,0.991655076495132,0.506912442396313,0.478260869565217,0.543297101449275,0.472727272727273,0.433333333333333,0.507971014492754,0.874398717263495,0.857442348008386,0.876834381551363
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,708,236,236,0.6,0.2,0.2, [0.47887324 0.5        0.50704225 0.5        0.46428571],0.483050847457627,0.576271186440678,0.809322033898305,0.995756718528996,0.994350282485876,0.995762711864407,0.429906542056075,0.403508771929825,0.480442910555076,0.596774193548387,0.596774193548387,0.575172811059908,0.807527801539777,0.797297297297297,0.809362934362934
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.47916667 0.47916667 0.47916667 0.43661972],0.472803347280335,0.497907949790795,0.793478260869565,0.99860529986053,0.997214484679666,0.998607242339833,0.491935483870968,0.4765625,0.472515484234234,0.482758620689655,0.482758620689655,0.497476871320437,0.793650793650794,0.787728026533997,0.793526745138836
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.71875    0.69791667 0.67708333 0.71875   ],0.53125,0.4875,0.71875,0.854700854700855,0.833333333333333,0.858333333333333,0.571428571428571,0.609756097560976,0.529237023139462,0.453333333333333,0.472222222222222,0.486111111111111,0.716267339218159,0.720812182741117,0.718780475607012
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.45833333 0.51388889 0.52816901 0.45774648],0.529411764705882,0.487394957983193,0.556208053691275,0.586255259467041,0.583798882681564,0.587988826815642,0.508771929824561,0.504347826086956,0.52859667727112,0.469565217391304,0.461538461538462,0.486967577876669,0.548249359521776,0.544067796610169,0.556087054451264
svm_model_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200,12, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.5862069  0.56896552 0.625      0.53571429],0.425531914893617,0.553191489361702,0.873684210526316,1,1,1,0.425531914893617,0.434782608695652,0.425724637681159,0.588235294117647,0.625,0.551630434782609,0.875,0.884210526315789,0.873684210526316
ensemble_model_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54,6, lab, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.875      0.8028169  0.83098592 0.85915493 0.86619718],0.60337552742616,0.573839662447257,0.81787521079258,0.970380818053597,0.966292134831461,0.970505617977528,0.617886178861789,0.64957264957265,0.603952991452992,0.613026819923372,0.655737704918033,0.571347113328582,0.822368421052632,0.840336134453782,0.817799200898634
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52,8, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.578125   0.703125   0.64583333 0.62105263 0.67894737],0.50314465408805,0.471698113207547,0.619346733668342,0.705263157894737,0.700836820083682,0.707112970711297,0.5,0.478787878787879,0.504099821746881,0.461538461538462,0.47682119205298,0.471943530158227,0.615969581749049,0.612090680100756,0.619328548070428
ensemble_model_v2_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.4375     0.625      0.5        0.56521739 0.43478261],0.5,0.513888888888889,0.807894736842105,0.991452991452992,0.983050847457627,0.991525423728814,0.538461538461538,0.525,0.496875,0.507042253521127,0.5625,0.51875,0.809399477806788,0.81578947368421,0.807894736842105
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.79861111 0.77430556 0.81118881 0.81468531 0.75874126],0.573839662447257,0.578059071729958,0.795073375262054,0.870572207084468,0.891213389121339,0.867503486750349,0.555066079295154,0.529411764705882,0.574027916251246,0.541284403669725,0.5,0.577731092436975,0.795608991113434,0.79769392033543,0.795073375262055
svm_model_N16_B42_E58_nb_zones_4_lab_svd,16,42,58,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.95833333 0.95833333 0.95833333 0.9787234 ],0.515723270440252,0.547169811320755,0.812814070351759,1,1,1,0.624390243902439,0.831168831168831,0.525340513145391,0.643564356435644,0.866666666666667,0.564285714285714,0.831638418079096,0.941176470588235,0.815032679738562
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.45833333 0.61111111 0.46527778 0.53472222],0.520833333333333,0.458333333333333,0.790833333333333,0.99171270718232,0.997222222222222,0.991666666666667,0.562737642585551,0.587301587301587,0.517335004177109,0.4921875,0.508064516129032,0.456618464961068,0.798069187449719,0.813114754098361,0.790455682133926
ensemble_model_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.44827586 0.58928571 0.57142857 0.51785714],0.604166666666667,0.645833333333333,0.902631578947368,0.996466431095406,0.992957746478873,0.996478873239437,0.641509433962264,0.653846153846154,0.59965034965035,0.622222222222222,0.636363636363636,0.645104895104895,0.902887139107611,0.905263157894737,0.902631578947369
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94097222 0.94055944 0.95454545 0.94405594 0.94405594],0.512605042016807,0.563025210084034,0.882075471698113,0.996501049685094,0.994413407821229,0.996508379888268,0.516666666666667,0.504065040650406,0.512902085542595,0.539823008849558,0.530434782608696,0.561965358784023,0.881266490765171,0.875262054507338,0.882075471698113
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,1428,476,476,0.6,0.2,0.2, [0.94055944 0.94405594 0.95454545 0.93706294 0.95422535],0.508333333333333,0.533333333333333,0.878406708595388,0.99859747545582,0.997198879551821,0.99859943977591,0.473214285714286,0.430894308943089,0.510318949343339,0.495495495495496,0.47008547008547,0.53179070252241,0.876068376068376,0.859538784067086,0.878406708595388
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.80208333 0.71875    0.71875    0.69791667 0.76041667],0.59375,0.45625,0.79125,0.968944099378882,0.975,0.96875,0.659685863874346,0.732558139534884,0.582495285983658,0.558375634517766,0.63953488372093,0.441389063482087,0.808266360505166,0.854368932038835,0.789297868081273
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.69473684 0.71578947 0.66842105 0.66842105],0.566455696202532,0.550632911392405,0.802781289506953,0.964856230031949,0.953684210526316,0.965263157894737,0.620498614958449,0.658823529411765,0.558863819500403,0.538961038961039,0.601449275362319,0.556342615209249,0.805970149253731,0.827586206896552,0.803029649130378
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.97222222 0.9375     0.93706294 0.94755245 0.93706294],0.540084388185654,0.569620253164557,0.887840670859539,0.997906489881368,0.99721059972106,0.997907949790795,0.502283105022831,0.514018691588785,0.537778576563623,0.581967213114754,0.546153846153846,0.572142343637671,0.887130801687764,0.881551362683438,0.887840670859539
svm_model_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5862069  0.60344828 0.53571429 0.58928571 0.64285714],0.458333333333333,0.5625,0.847368421052631,0.961937716262976,0.978873239436619,0.961267605633803,0.551724137931034,0.592592592592593,0.439153439153439,0.533333333333333,0.571428571428571,0.563492063492063,0.852040816326531,0.878947368421053,0.847368421052631
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77777778 0.65972222 0.58333333 0.69444444 0.68309859],0.585774058577406,0.594142259414226,0.758361204013378,0.872777017783858,0.888579387186629,0.870473537604457,0.547945205479452,0.535714285714286,0.582817772778403,0.594142259414226,0.591666666666667,0.594152661064426,0.756938603868797,0.761421319796954,0.7583966103117
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.74479167 0.66145833 0.703125   0.69473684 0.71578947],0.509433962264151,0.49685534591195,0.758165829145729,0.92713833157339,0.918410041841004,0.927824267782427,0.518518518518519,0.545454545454545,0.510532150776053,0.526627218934911,0.55625,0.496479430379747,0.760720944686141,0.772727272727273,0.758238636363636
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdne,8,46,54,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.74305556 0.73239437 0.73943662 0.61971831],0.529411764705882,0.53781512605042,0.698319327731092,0.797037037037037,0.753501400560224,0.80812324929972,0.559055118110236,0.586776859504132,0.528431164794801,0.583333333333333,0.647058823529412,0.53781512605042,0.69907795473596,0.698492462311558,0.698318743803334
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.96503497 0.94755245 0.94405594 0.93006993 0.93661972],0.454166666666667,0.454166666666667,0.859538784067086,0.995792426367462,0.994397759103642,0.995798319327731,0.49808429118774,0.5078125,0.450334821428571,0.486274509803922,0.553571428571429,0.460379464285714,0.861997940267765,0.877358490566038,0.859538784067086
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.55633803 0.61971831 0.66901408 0.59859155 0.65492958],0.550847457627119,0.48728813559322,0.67258883248731,0.777158774373259,0.785915492957746,0.774647887323944,0.582677165354331,0.678899082568807,0.559921982229286,0.569395017793594,0.655737704918033,0.481377624388841,0.691141260973663,0.738907849829352,0.673145200082461
ensemble_model_N16_B42_E58_nb_zones_4_lab_svd,16,42,58,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.9375     0.94791667 0.9375     0.93617021 0.94680851],0.60126582278481,0.569620253164557,0.833333333333333,0.997894736842105,0.995798319327731,0.997899159663866,0.698564593301435,0.820224719101124,0.569532649405634,0.663366336633663,0.779069767441861,0.549257105943152,0.851015801354402,0.912832929782082,0.829767388373891
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,708,236,236,0.6,0.2,0.2, [0.5        0.50704225 0.49295775 0.5        0.49285714],0.483050847457627,0.491525423728814,0.792372881355932,0.995768688293371,0.997175141242938,0.995762711864407,0.450450450450451,0.431034482758621,0.482183908045977,0.473684210526316,0.453781512605042,0.491848021259786,0.788610871440897,0.775891341256367,0.792344993809232
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.95104895 0.95454545 0.96153846 0.94755245 0.97183099],0.579166666666667,0.541666666666667,0.889412997903564,1,1,1,0.685358255451714,0.901639344262295,0.573701028063351,0.640522875816993,0.830508474576271,0.546401778271742,0.897323600973236,0.966457023060797,0.889412997903564
ensemble_model_v2_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.51724138 0.56896552 0.57142857 0.57142857 0.64285714],0.5,0.604166666666667,0.868421052631579,0.97508896797153,0.964788732394366,0.975352112676056,0.571428571428571,0.666666666666667,0.5,0.612244897959184,0.625,0.604166666666667,0.870466321243523,0.884210526315789,0.868421052631579
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.75263158 0.73684211 0.74736842 0.68421053 0.75      ],0.45253164556962,0.471518987341772,0.758860759493671,0.956705385427666,0.955696202531646,0.956751054852321,0.515406162464986,0.601307189542484,0.457095312562653,0.557029177718833,0.652173913043478,0.468022440392707,0.773349196906603,0.8248730964467,0.759027457314259
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.48611111 0.44444444 0.48611111 0.5        0.53521127],0.466386554621849,0.554621848739496,0.795302013422819,0.984827586206897,0.997206703910614,0.98463687150838,0.49402390438247,0.48062015503876,0.465080719721215,0.547008547008547,0.571428571428571,0.555555555555556,0.798347107438017,0.806343906510851,0.795246152243621
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.83333333 0.84027778 0.83802817 0.85915493 0.84507042],0.516806722689076,0.61344537815126,0.811764705882353,0.976157082748948,0.974789915966386,0.976190476190476,0.545454545454546,0.560975609756098,0.515270413573701,0.637795275590551,0.663934426229508,0.612139626907857,0.816393442622951,0.827242524916943,0.811580446131941
ensemble_model_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200,12, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.46551724 0.44827586 0.66071429 0.55357143 0.51785714],0.604166666666667,0.541666666666667,0.881578947368421,0.985915492957746,0.985915492957746,0.985915492957746,0.627450980392157,0.592592592592593,0.605820105820106,0.476190476190476,0.476190476190476,0.534391534391534,0.880636604774536,0.873684210526316,0.881578947368421
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.609375   0.64583333 0.66666667 0.63020833 0.63684211],0.570532915360501,0.620689655172414,0.781954887218045,0.904661016949152,0.891440501043841,0.906054279749478,0.505415162454874,0.426829268292683,0.574704956726987,0.566308243727599,0.548611111111111,0.614305555555555,0.768,0.731893265565438,0.781274197677651
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svd,16,42,58,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.91666667 0.90625    0.82291667],0.55625,0.5,0.81125,1,1,1,0.607734806629834,0.679012345679012,0.554696046257228,0.540229885057471,0.61038961038961,0.503989985917697,0.819161676646707,0.85929648241206,0.811489037225931
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.8125     0.76041667 0.75       0.79166667],0.48125,0.5625,0.805,0.993710691823899,0.9875,0.99375,0.565445026178011,0.72,0.495294117647059,0.660194174757282,0.790697674418605,0.543997485857951,0.821510297482837,0.895261845386533,0.804773779836124
ensemble_model_N40_B0_E40_nb_zones_12_lab_svd,40,0,40,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.94755245 0.96853147 0.94755245 0.97552448 0.95422535],0.554166666666667,0.608333333333333,0.894654088050314,1,1,1,0.668730650154799,0.915254237288135,0.56008613503751,0.708074534161491,0.934426229508197,0.602806335093081,0.903039073806078,0.981132075471698,0.894654088050314
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.8125     0.69791667 0.73404255 0.76595745 0.79787234],0.5,0.39873417721519,0.751898734177215,0.952789699570816,0.936708860759494,0.953586497890296,0.558659217877095,0.657894736842105,0.505776636713736,0.46927374301676,0.552631578947368,0.404364569961489,0.762135922330097,0.80719794344473,0.752726153767253
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77083333 0.73611111 0.78472222 0.79861111 0.78169014],0.485355648535565,0.539748953974895,0.699832775919732,0.815789473684211,0.777158774373259,0.824512534818942,0.517647058823529,0.532258064516129,0.483520336605891,0.552845528455284,0.571428571428571,0.539880952380952,0.69704641350211,0.686046511627907,0.69992561271631
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54166667 0.48611111 0.52777778 0.49305556 0.5       ],0.464435146443515,0.497907949790795,0.792642140468227,1,1,1,0.452991452991453,0.456896551724138,0.464220633585646,0.516129032258065,0.496124031007752,0.498062015503876,0.793333333333333,0.788079470198676,0.792688383747986
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.67708333 0.66666667 0.63541667 0.64583333 0.65957447],0.484276729559748,0.515723270440252,0.762562814070352,0.935897435897436,0.916317991631799,0.937238493723849,0.453333333333333,0.430379746835443,0.483939873417721,0.533333333333333,0.488888888888889,0.519806763285024,0.758620689655172,0.727941176470588,0.763455124317768
svm_model_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.54166667 0.5        0.51052632 0.48421053 0.48421053],0.438485804416404,0.476340694006309,0.531525851197982,0.625352112676056,0.699579831932773,0.580882352941176,0.47953216374269,0.5,0.436274509803922,0.514619883040936,0.530120481927711,0.473669512487034,0.575185820468839,0.624069478908189,0.529983457402812
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.86458333 0.88194444 0.84265734 0.84965035 0.86013986],0.616033755274262,0.616033755274262,0.886268343815514,0.975945017182131,0.99023709902371,0.975592747559275,0.602620087336245,0.610619469026549,0.615793605481016,0.634538152610442,0.637096774193548,0.615008564087925,0.887739265390585,0.89937106918239,0.886268343815514
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.75       0.79166667 0.83333333 0.8125     0.90625   ],0.5875,0.54375,0.81875,0.9875,0.9875,0.9875,0.679611650485437,0.804597701149425,0.566682412218548,0.633165829145729,0.818181818181818,0.553669222343921,0.836158192090395,0.915841584158416,0.817769276927693
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svd,16,42,58, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.95833333 0.875      0.95833333 0.94791667 0.89583333],0.49375,0.54375,0.80625,0.997912317327766,0.995833333333333,0.997916666666667,0.597014925373134,0.72289156626506,0.484822406509154,0.609625668449198,0.721518987341772,0.545944678856071,0.821222606689735,0.885572139303483,0.805851396284907
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.85416667 0.86713287 0.86013986 0.81468531 0.85314685],0.478991596638655,0.521008403361345,0.822327044025157,0.929714683368128,0.932960893854749,0.929469273743017,0.441441441441441,0.398373983739837,0.481795687522093,0.516949152542373,0.530434782608696,0.521314952279958,0.821108179419525,0.815513626834382,0.822327044025157
ensemble_model_v2_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.51724138 0.5        0.51724138 0.53571429 0.53571429],0.659574468085106,0.595744680851064,0.902631578947368,0.992957746478873,0.986013986013986,0.993006993006993,0.724137931034483,0.724137931034483,0.639846743295019,0.558139534883721,0.666666666666667,0.609195402298851,0.903896103896104,0.91578947368421,0.902631578947368
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.89236111 0.87847222 0.89236111 0.88461538 0.87412587],0.605932203389831,0.61864406779661,0.89727463312369,0.990953375086987,0.991643454038997,0.990947075208914,0.654275092936803,0.778761061946903,0.612957766745809,0.683098591549296,0.788617886178862,0.611123102381466,0.901507537688442,0.940251572327044,0.89727463312369
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40,12, low_bits_2, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.85416667 0.88194444 0.86805556 0.89160839 0.89160839],0.677966101694915,0.639830508474576,0.887840670859539,0.96406779661017,0.99025069637883,0.963091922005571,0.651376146788991,0.57258064516129,0.683611751152074,0.554973821989529,0.473214285714286,0.631768433179723,0.886411889596603,0.875262054507338,0.887840670859539
svm_model_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.64930556 0.63194444 0.5979021  0.55944056 0.61538462],0.510548523206751,0.518987341772152,0.684486373165618,0.726067746686304,0.687587168758717,0.740585774058578,0.355555555555555,0.283185840707965,0.500463888095918,0.457142857142857,0.387096774193548,0.52540679417642,0.655606407322655,0.60062893081761,0.684486373165618
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdne,8,46,54,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.74305556 0.72222222 0.82638889 0.75694444 0.73239437],0.589958158995816,0.556485355648536,0.820234113712374,0.98465829846583,0.983286908077994,0.984679665738162,0.625954198473282,0.689075630252101,0.590371148459384,0.601503759398496,0.740740740740741,0.572660446706248,0.827309236947791,0.878839590443686,0.821387008336597
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54,6, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.71527778 0.6875     0.65972222 0.75352113 0.65492958],0.558823529411765,0.588235294117647,0.822986577181208,0.988857938718663,0.991620111731844,0.988826815642458,0.612546125461255,0.721739130434783,0.564121597737717,0.654929577464789,0.7265625,0.576917613636364,0.834249803613511,0.883527454242928,0.822474387019942
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svd,16,42,58,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.875      0.83333333 0.90625    0.85416667],0.53125,0.5125,0.80875,1,1,1,0.56140350877193,0.51063829787234,0.5356221792392,0.5125,0.532467532467532,0.513221718040995,0.81134401972873,0.800486618004866,0.808983668899605
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.8125     0.86458333 0.86458333 0.85416667 0.82291667],0.475,0.45625,0.77375,0.978813559322034,0.9625,0.979166666666667,0.575757575757576,0.703703703703704,0.472105016408814,0.53475935828877,0.675675675675676,0.471558768070396,0.78879813302217,0.855696202531646,0.774761681512736
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.95804196 0.98601399 0.96153846 0.97202797 0.9471831 ],0.5375,0.570833333333333,0.887840670859539,1,1,1,0.670623145400593,0.974137931034483,0.551585094549499,0.703170028818444,0.983870967741936,0.556590656284761,0.898674242424242,0.994758909853249,0.887840670859539
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.76041667 0.73958333 0.69791667],0.48125,0.4875,0.7675,0.95578947368421,0.945833333333333,0.95625,0.411347517730497,0.402777777777778,0.474116161616162,0.534090909090909,0.534090909090909,0.482323232323232,0.765151515151515,0.7575,0.7675
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.70138889 0.58333333 0.61805556 0.74305556 0.625     ],0.483333333333333,0.583333333333333,0.633333333333333,0.708108108108108,0.727777777777778,0.7,0.544117647058824,0.596774193548387,0.479421579532814,0.603174603174603,0.716981132075472,0.59729653618699,0.651898734177215,0.698305084745763,0.634398444012226
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.63020833 0.65625    0.63157895 0.58947368 0.60526316],0.553459119496855,0.553459119496855,0.774213836477987,0.920297555791711,0.907756813417191,0.921383647798742,0.591954022988506,0.620481927710843,0.55037254280279,0.577380952380952,0.610062893081761,0.553459119496855,0.779076923076923,0.78927680798005,0.774080028355507
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58,4, low_bits_5, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.85416667 0.87234043 0.88297872 0.88297872 0.85106383],0.509554140127389,0.445859872611465,0.778625954198473,0.978723404255319,0.974576271186441,0.978813559322034,0.554913294797688,0.685714285714286,0.526765188834154,0.53968253968254,0.614457831325301,0.435607294041029,0.790865384615385,0.845758354755784,0.779302351181418
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.54166667 0.54166667 0.51041667 0.47916667],0.425,0.525,0.635,0.745901639344262,0.758333333333333,0.741666666666667,0.394736842105263,0.36144578313253,0.427476138319512,0.518987341772152,0.488095238095238,0.526942355889724,0.634085213032581,0.621621621621622,0.635238291726841
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72916667 0.75       0.70833333 0.65277778 0.70422535],0.548117154811716,0.510460251046025,0.672240802675585,0.776439089692102,0.807799442896936,0.767409470752089,0.564516129032258,0.603448275862069,0.549691617605831,0.555133079847909,0.623931623931624,0.512785484096959,0.688394276629571,0.731418918918919,0.672828664757473
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.66666667 0.67708333 0.60416667 0.625      0.72916667],0.49375,0.61875,0.64625,0.725146198830409,0.775,0.70625,0.588832487309645,0.707317073170732,0.488273921200751,0.67027027027027,0.704545454545455,0.609217171717172,0.683798882681564,0.746341463414634,0.643683552220138
svm_model_N40_B160_E200_nb_zones_12_mscn_svdn,40,160,200,12, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.53448276 0.46551724 0.53571429 0.625      0.51785714],0.479166666666667,0.5625,0.642105263157895,0.612068965517241,0.5,0.683098591549296,0.468085106382979,0.44,0.480869565217391,0.461538461538462,0.391304347826087,0.555652173913043,0.572327044025157,0.478947368421053,0.642105263157895
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.77083333 0.74825175 0.70979021 0.6993007  0.73776224],0.596638655462185,0.567226890756302,0.736897274633124,0.802862719583604,0.861731843575419,0.78840782122905,0.603305785123967,0.603305785123967,0.596524687433778,0.546255506607929,0.52991452991453,0.566610157519248,0.74975074775673,0.788259958071279,0.736897274633124
svm_model_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.77083333 0.69791667 0.6875     0.65625    0.75      ],0.4625,0.45,0.7825,1,1,1,0.556701030927835,0.613636363636364,0.445707070707071,0.494252873563218,0.605633802816901,0.465738249723058,0.794811320754717,0.844611528822055,0.782654891593073
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54,6, low_bits_5, svdne,708,236,236,0.6,0.2,0.2, [0.70422535 0.76056338 0.83802817 0.77464789 0.73571429],0.521186440677966,0.546610169491525,0.805084745762712,0.985795454545455,0.980225988700565,0.985875706214689,0.594982078853047,0.709401709401709,0.522768081591611,0.619217081850534,0.69047619047619,0.536147186147186,0.818037974683544,0.865996649916248,0.804353384992429
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svd,40,0,40,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.97202797 0.96853147 0.96153846 0.95104895 0.93661972],0.558333333333333,0.5125,0.883123689727463,1,1,1,0.688235294117647,0.983193277310924,0.56184457253976,0.664756446991404,0.958677685950413,0.508750607681089,0.89466225791214,0.992662473794549,0.883123689727463
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.47368421 0.45789474 0.56315789 0.51578947 0.56914894],0.474683544303798,0.522151898734177,0.549367088607595,0.545454545454545,0.5,0.583333333333333,0.435374149659864,0.390243902439024,0.478016688061618,0.438661710037175,0.383116883116883,0.518718935385602,0.502793296089386,0.454545454545455,0.549607752653438
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32,12, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83216783 0.82867133 0.82167832 0.81118881 0.7972028 ],0.493723849372385,0.577405857740586,0.819706498951782,0.914804469273743,0.916083916083916,0.914685314685315,0.587030716723549,0.796296296296296,0.520285552728301,0.671009771986971,0.786259541984733,0.555166808029403,0.830708661417323,0.884696016771489,0.819706498951782
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdn,4,48,52,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.49479167 0.49479167 0.55208333 0.52604167 0.484375  ],0.515625,0.484375,0.50875,0.545808966861598,0.583333333333333,0.514583333333333,0.545454545454546,0.588607594936709,0.516526019690577,0.498480243161094,0.522292993630573,0.485072877183385,0.536556603773585,0.572327044025157,0.509144888472206
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,480,160,160,0.6,0.2,0.2, [0.86458333 0.9375     0.84375    0.89583333 0.85416667],0.5125,0.50625,0.80375,1,1,1,0.535714285714286,0.542168674698795,0.511344077609138,0.56353591160221,0.586206896551724,0.498582900330657,0.810615199034982,0.819512195121951,0.803345841150719
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.90625    0.83333333 0.71875    0.88541667],0.58125,0.54375,0.80875,0.972631578947368,0.9625,0.972916666666667,0.641711229946524,0.75,0.58125,0.601092896174863,0.632183908045977,0.535270036214769,0.818934911242604,0.85012285012285,0.808013079005445
svm_model_N8_B46_E54_nb_zones_8_lab_svd,8,46,54,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82631579 0.83684211 0.88947368 0.85789474 0.88421053],0.541139240506329,0.481012658227848,0.79456384323641,0.98326359832636,0.989473684210526,0.983157894736842,0.617414248021108,0.740506329113924,0.541139240506329,0.561497326203209,0.724137931034483,0.499495866102037,0.809830310122879,0.889460154241645,0.796098236324803
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.53472222 0.5        0.52083333 0.45774648 0.51408451],0.525210084033613,0.516806722689076,0.804530201342282,0.993006993006993,0.991620111731844,0.993016759776536,0.538775510204082,0.507692307692308,0.526994301994302,0.541832669322709,0.535433070866142,0.515464283180819,0.807597027250206,0.795121951219512,0.804840005072494
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.76041667 0.71276596 0.74468085 0.77659574 0.80851064],0.528662420382166,0.503184713375796,0.78117048346056,0.957446808510638,0.953389830508475,0.957627118644067,0.55421686746988,0.613333333333333,0.532276422764228,0.561797752808989,0.581395348837209,0.494923026531281,0.788697788697789,0.808564231738035,0.780888799673645
ensemble_model_N40_B160_E200_nb_zones_12_mscn_svdn,40,160,200,12, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.53448276 0.60344828 0.46428571 0.55357143],0.468085106382979,0.468085106382979,0.86578947368421,0.996515679442509,1,0.996503496503497,0.468085106382979,0.523809523809524,0.473443223443223,0.468085106382979,0.423076923076923,0.473443223443223,0.866141732283464,0.868421052631579,0.86578947368421
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93006993 0.93706294 0.93706294 0.95454545 0.97202797],0.497907949790795,0.514644351464435,0.874213836477987,0.997198879551821,0.995804195804196,0.997202797202797,0.464285714285714,0.412698412698413,0.502809383340357,0.467889908256881,0.451327433628319,0.511378002528445,0.871657754010695,0.854297693920335,0.874213836477987
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.63020833 0.63541667 0.57368421 0.63157895 0.66315789],0.632075471698113,0.59748427672956,0.631446540880503,0.677388836329234,0.750524109014675,0.642557651991614,0.650746268656716,0.677018633540373,0.631502947343435,0.6,0.631578947368421,0.598922003804692,0.657710280373832,0.712658227848101,0.631954113924051
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.94755245 0.95104895 0.95454545 0.94755245 0.95070423],0.55,0.595833333333333,0.892557651991614,1,1,1,0.664596273291925,0.93859649122807,0.568504594820384,0.706948640483384,0.928571428571429,0.578320802005013,0.90148966842864,0.983228511530398,0.892557651991614
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.83333333 0.88541667 0.86458333 0.88541667],0.4375,0.45,0.755,0.961538461538462,0.9375,0.9625,0.464285714285714,0.458823529411765,0.436078431372549,0.494252873563218,0.530864197530864,0.448976402562901,0.758024691358025,0.75615763546798,0.754982371033483
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdn,32,0,32,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86013986 0.85664336 0.85664336 0.87762238 0.84615385],0.493723849372385,0.497907949790795,0.825995807127883,0.936140350877193,0.932867132867133,0.936363636363636,0.502057613168724,0.512605042016807,0.493802521008403,0.504132231404959,0.508333333333333,0.497864145658263,0.826178010471204,0.827044025157233,0.825995807127883
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.61979167 0.6875     0.72916667 0.65263158],0.501567398119122,0.551724137931034,0.746867167919799,0.892631578947368,0.88517745302714,0.893528183716075,0.507739938080495,0.506172839506173,0.501494063065188,0.562691131498471,0.609271523178808,0.554635761589404,0.7475,0.755050505050505,0.746928237599879
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.53125    0.515625   0.45789474 0.54736842],0.490566037735849,0.468553459119497,0.508793969849246,0.482204362801378,0.439330543933054,0.528242677824268,0.452702702702703,0.406060606060606,0.493879976232917,0.470219435736677,0.449101796407186,0.469584010786374,0.473755047106326,0.434567901234568,0.510122825297591
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.57291667 0.69791667 0.63541667 0.5625     0.71875   ],0.575,0.59375,0.78625,0.921810699588478,0.933333333333333,0.920833333333333,0.595238095238095,0.581395348837209,0.574481458202389,0.610778443113772,0.653846153846154,0.595215759849906,0.791717417783191,0.804455445544554,0.786066106610661
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.73611111 0.76760563 0.67605634 0.73239437],0.550420168067227,0.61344537815126,0.818487394957983,0.976223776223776,0.977591036414566,0.976190476190476,0.593155893536122,0.678260869565217,0.554577589254153,0.680555555555556,0.796747967479675,0.60706963591375,0.829383886255924,0.882352941176471,0.818487394957983
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,720,240,240,0.6,0.2,0.2, [0.84027778 0.73611111 0.76388889 0.75       0.77777778],0.516666666666667,0.495833333333333,0.785833333333333,0.971988795518207,0.963888888888889,0.972222222222222,0.557251908396947,0.629310344827586,0.520300333704116,0.497925311203319,0.566037735849057,0.503168121655872,0.788824979457683,0.824742268041237,0.786966603276282
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.4375     0.5212766  0.5        0.55319149],0.5,0.556962025316456,0.811392405063291,1,1,1,0.490322580645161,0.481012658227848,0.5,0.533333333333333,0.597014925373134,0.562243726422831,0.808729139922978,0.822454308093995,0.811718554538398
ensemble_model_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58,4, lab, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.75       0.75531915 0.73404255 0.75531915 0.63829787],0.515923566878981,0.509554140127389,0.802798982188295,0.995762711864407,0.995762711864407,0.995762711864407,0.525,0.545454545454545,0.516477272727273,0.490066225165563,0.506849315068493,0.509377038486628,0.802043422733078,0.813471502590673,0.802985751295337
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.67361111 0.73611111 0.70138889 0.70833333 0.66666667],0.525,0.5,0.734166666666667,0.881780250347705,0.880555555555556,0.881944444444444,0.525,0.516393442622951,0.525145873853848,0.508196721311475,0.548672566371681,0.502682739878754,0.734829592684954,0.742857142857143,0.734238488783943
ensemble_model_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52,8, lab, svdn,960,320,320,0.6,0.2,0.2, [0.453125   0.44791667 0.484375   0.47916667 0.46875   ],0.509375,0.528125,0.8075,1,1,1,0.525679758308157,0.505813953488372,0.509663733500943,0.546546546546547,0.572327044025157,0.528399546857299,0.810344827586207,0.81134401972873,0.807446407836482
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70833333 0.63194444 0.72222222 0.71527778 0.72535211],0.510460251046025,0.552301255230126,0.790969899665552,0.964088397790055,0.972144846796657,0.963788300835655,0.541176470588235,0.552,0.508456140350877,0.54468085106383,0.566371681415929,0.553027110549234,0.794069192751236,0.807370184254606,0.7909972791056
ensemble_model_v2_N40_B160_E200_nb_zones_12_mscn_svdn,40,160,200, zones, mscn, svdn,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.5        0.44827586 0.48214286 0.55357143 0.41071429],0.520833333333333,0.5625,0.881578947368421,0.996466431095406,0.992957746478873,0.996478873239437,0.51063829787234,0.5,0.520833333333333,0.553191489361702,0.541666666666667,0.5625,0.880636604774536,0.873684210526316,0.881578947368421
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.82867133 0.75874126 0.77972028 0.78671329 0.77464789],0.545833333333333,0.466666666666667,0.786163522012579,0.880836236933798,0.88515406162465,0.880252100840336,0.511210762331839,0.459677419354839,0.548804226918799,0.428571428571429,0.413793103448276,0.46496106785317,0.783209351753454,0.772536687631027,0.786163522012579
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdn,16,42,58,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.47916667 0.5        0.45744681 0.57446809],0.531645569620253,0.556962025316456,0.547979797979798,0.524444444444444,0.495798319327731,0.550420168067227,0.372881355932203,0.323529411764706,0.506209150326797,0.492753623188406,0.425,0.558653846153846,0.492917847025496,0.450777202072539,0.545585645371245
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75694444 0.71830986 0.76056338 0.74647887 0.72535211],0.527426160337553,0.485232067510549,0.772344013490725,0.949152542372881,0.943820224719101,0.949438202247191,0.537190082644628,0.555555555555556,0.527777777777778,0.504065040650406,0.504065040650406,0.48448866067608,0.774247491638796,0.776845637583893,0.772321123876692
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.58333333 0.55208333 0.44791667 0.58333333],0.475,0.4625,0.7025,0.860082304526749,0.870833333333333,0.858333333333333,0.468354430379747,0.45679012345679,0.47523050476637,0.475609756097561,0.475609756097561,0.462163852407755,0.705445544554455,0.707196029776675,0.702464513628892
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.91958042 0.91958042 0.87062937 0.91258741 0.93661972],0.575,0.5625,0.887840670859539,0.995101469559132,0.995798319327731,0.995098039215686,0.616541353383459,0.700854700854701,0.578069626850115,0.609665427509294,0.666666666666667,0.55982905982906,0.891038696537678,0.917190775681342,0.887840670859539
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58,4, low_bits_4, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.4787234  0.40425532 0.59574468 0.39361702],0.532051282051282,0.455128205128205,0.785166240409207,0.978723404255319,0.978723404255319,0.978723404255319,0.516556291390729,0.534246575342466,0.532183528635088,0.413793103448276,0.416666666666667,0.452380952380952,0.780678851174935,0.786842105263158,0.785212097407698
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.51041667 0.53125    0.52083333 0.45833333],0.50625,0.45625,0.5675,0.63265306122449,0.645833333333333,0.625,0.490322580645161,0.436781609195402,0.512911352542907,0.452830188679245,0.409090909090909,0.461489898989899,0.569651741293532,0.551807228915663,0.568111406665624
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.53125    0.63541667 0.64583333 0.60416667 0.60416667],0.625,0.65625,0.8325,0.960662525879917,0.966666666666667,0.960416666666667,0.680851063829787,0.711111111111111,0.612698412698413,0.689265536723164,0.792207792207792,0.661164137067751,0.841981132075472,0.877149877149877,0.831704709567305
svm_model_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.60344828 0.63793103 0.67857143 0.58928571 0.57142857],0.4375,0.645833333333333,0.868421052631579,0.978723404255319,0.971830985915493,0.978873239436619,0.4,0.391304347826087,0.435652173913043,0.653061224489796,0.64,0.646086956521739,0.867021276595745,0.857894736842105,0.868421052631579
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61111111 0.65972222 0.67361111 0.58450704 0.65492958],0.600840336134454,0.592436974789916,0.62248322147651,0.647540983606557,0.662011173184358,0.639664804469274,0.664310954063604,0.803418803418803,0.604188740552377,0.668941979522184,0.830508474576271,0.594420903954802,0.655963302752294,0.723440134907251,0.622988848755796
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.58333333 0.55208333 0.53125    0.47916667 0.54255319],0.477987421383648,0.484276729559748,0.790201005025126,0.99581589958159,0.99581589958159,0.99581589958159,0.471337579617834,0.506849315068493,0.480168843580758,0.5,0.539473684210526,0.486604311984781,0.7909887359199,0.814432989690721,0.79079492621791
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.67708333 0.72916667 0.73404255 0.77659574 0.76595745],0.525316455696203,0.537974683544304,0.812658227848101,1,1,1,0.489795918367347,0.553846153846154,0.529611248966088,0.573099415204678,0.6125,0.537019230769231,0.813131313131313,0.842931937172775,0.813622831331485
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.94791667 0.90972222 0.91608392 0.90559441 0.93006993],0.443037974683544,0.49789029535865,0.862159329140461,0.991655076495132,0.99442119944212,0.99163179916318,0.476190476190476,0.508474576271186,0.443312918387694,0.518218623481781,0.53781512605042,0.497721122347244,0.864223025296851,0.877358490566038,0.862159329140461
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.75874126 0.73776224 0.82867133 0.8006993 ],0.61344537815126,0.617647058823529,0.870545073375262,0.956403269754768,0.980446927374302,0.955307262569832,0.596491228070176,0.566666666666667,0.613841807909605,0.602620087336245,0.584745762711864,0.617372881355932,0.871688311688312,0.879454926624738,0.870545073375262
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,1428,476,476,0.6,0.2,0.2, [0.91608392 0.93006993 0.93356643 0.91258741 0.93661972],0.508333333333333,0.595833333333333,0.883647798742138,0.995094604064471,0.994397759103642,0.995098039215686,0.495726495726496,0.453125,0.512276785714286,0.565022421524664,0.5625,0.59375,0.882165605095541,0.871069182389937,0.883647798742138
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.67708333 0.58947368 0.54210526 0.61578947 0.60526316],0.482649842271293,0.422712933753943,0.721941992433796,0.90084388185654,0.897058823529412,0.901260504201681,0.508982035928144,0.508982035928144,0.481157684630739,0.411575562700965,0.407643312101911,0.422571656050955,0.72316384180791,0.72,0.721959287531807
ensemble_model_N8_B46_E54_nb_zones_8_lab_svd,8,46,54,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.84895833 0.86979167 0.84375    0.90104167 0.85789474],0.642633228840125,0.601880877742947,0.833959899749373,0.975,0.977035490605428,0.974947807933194,0.676136363636364,0.7,0.638590604026845,0.623145400593472,0.681818181818182,0.604545454545455,0.839296543359612,0.861768368617684,0.833784562619056
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.96180556 0.97552448 0.95104895 0.97202797 0.94755245],0.651260504201681,0.596638655462185,0.906184486373166,1,1,1,0.663967611336032,0.71304347826087,0.65326970661011,0.609756097560976,0.609756097560976,0.596182396606575,0.907012987012987,0.915094339622642,0.906184486373166
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdn,16,42,58,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.46875    0.58333333 0.53125    0.57291667 0.59574468],0.408805031446541,0.440251572327044,0.770100502512563,1,1,1,0.433734939759036,0.439024390243902,0.407823883433639,0.513661202185792,0.516483516483517,0.427359405300582,0.778718258766626,0.781553398058252,0.769682949029126
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.86013986 0.91608392 0.9020979  0.91608392],0.573221757322176,0.523012552301255,0.883647798742138,0.995804195804196,0.995804195804196,0.995804195804196,0.592,0.666666666666667,0.579427083333333,0.58695652173913,0.6328125,0.514604448198198,0.886503067484663,0.908805031446541,0.883647798742138
ensemble_model_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200,12, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.55172414 0.5862069  0.60714286 0.57142857 0.57142857],0.645833333333333,0.583333333333333,0.892105263157895,0.985915492957746,0.985915492957746,0.985915492957746,0.564102564102564,0.523809523809524,0.632275132275132,0.523809523809524,0.407407407407407,0.608465608465608,0.887671232876712,0.852631578947368,0.892105263157895
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.58333333 0.55555556 0.57638889 0.57746479 0.6056338 ],0.495798319327731,0.453781512605042,0.750838926174497,0.934265734265734,0.932960893854749,0.934357541899441,0.5,0.46875,0.498011363636364,0.458333333333333,0.478260869565217,0.454577589254153,0.751464435146443,0.747088186356073,0.750870658321861
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.52083333 0.4893617  0.46808511 0.5106383 ],0.531645569620253,0.575949367088608,0.821518987341772,1,1,1,0.588888888888889,0.56989247311828,0.523407775020678,0.598802395209581,0.581395348837209,0.575419896640827,0.828258221680877,0.817307692307692,0.821755450431921
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.484375   0.47916667 0.52604167 0.52604167 0.51041667],0.50625,0.484375,0.798125,1,1,1,0.469798657718121,0.503597122302158,0.505942207559919,0.510385756676558,0.491428571428571,0.483645320197044,0.797492163009404,0.801007556675063,0.798146458238276
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.44791667 0.4375     0.5212766  0.54255319],0.512658227848101,0.493670886075949,0.801767676767677,1,1,1,0.549707602339181,0.552941176470588,0.509347300564061,0.5,0.555555555555556,0.498708010335917,0.80545229244114,0.822784810126582,0.801820616650193
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdn,4,48,52,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.55263158 0.52631579 0.49473684 0.46315789 0.5       ],0.515822784810127,0.443037974683544,0.791772151898734,1,1,1,0.501628664495114,0.466666666666667,0.518101545253863,0.421052631578947,0.40506329113924,0.443037974683544,0.788967286722258,0.771643663739021,0.791952100068744
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.67361111 0.61111111 0.68055556 0.68055556 0.66666667],0.5375,0.566666666666667,0.804166666666667,0.972222222222222,0.972222222222222,0.972222222222222,0.519480519480519,0.535714285714286,0.537388392857143,0.566666666666667,0.576271186440678,0.566824117810503,0.802686817800168,0.810169491525424,0.804265073631564
svm_model_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.92708333 0.90625    0.94791667 0.92708333],0.55,0.50625,0.80625,0.991666666666667,0.991666666666667,0.991666666666667,0.657142857142857,0.896103896103896,0.562509779377249,0.590673575129534,0.77027027027027,0.524670018856065,0.824462061155153,0.930946291560102,0.808993928176139
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.47916667 0.625      0.59375    0.51041667],0.56875,0.46875,0.71875,0.853002070393375,0.858333333333333,0.852083333333333,0.530612244897959,0.527027027027027,0.565839094908862,0.502923976608187,0.494252873563218,0.46630451897339,0.719101123595506,0.718204488778055,0.718751367196045
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.41666667 0.46875    0.46875    0.48958333 0.5625    ],0.5125,0.43125,0.78875,1,1,1,0.580645161290323,0.574468085106383,0.499355254674404,0.448484848484848,0.44578313253012,0.430683774057268,0.796630565583634,0.793764988009592,0.788527402620984
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.796875   0.73958333 0.69473684 0.71578947],0.50314465408805,0.512578616352201,0.714195979899497,0.850526315789474,0.845188284518828,0.851464435146443,0.548571428571429,0.611464968152866,0.504490248051588,0.586666666666667,0.666666666666667,0.506535947712418,0.728358208955224,0.7625,0.71395202020202
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.6875     0.66666667 0.60416667 0.60416667],0.525,0.50625,0.67,0.772442588726514,0.770833333333333,0.772916666666667,0.457142857142857,0.444444444444444,0.517676767676768,0.469798657718121,0.47945205479452,0.504093843489214,0.65625,0.654545454545455,0.669441401971522
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svd,8,46,54,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.75       0.703125   0.77083333 0.78125    0.75      ],0.575,0.559375,0.75125,0.871957671957672,0.858333333333333,0.873958333333333,0.592814371257485,0.622641509433962,0.575295909996484,0.568807339449541,0.592356687898089,0.55998202493064,0.752179327521793,0.758793969849246,0.751287532188305
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.47894737 0.50526316 0.52631579 0.43684211],0.449367088607595,0.433544303797468,0.551833122629583,0.642570281124498,0.673684210526316,0.625263157894737,0.466257668711657,0.5,0.451219512195122,0.468842729970326,0.481707317073171,0.431643132220796,0.572634116937914,0.600505689001264,0.551833122629583
ensemble_model_v2_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.44827586 0.56896552 0.5        0.625      0.5       ],0.645833333333333,0.541666666666667,0.894736842105263,0.996466431095406,0.992957746478873,0.996478873239437,0.604651162790698,0.65,0.646428571428571,0.620689655172414,0.642857142857143,0.521428571428571,0.895833333333333,0.905263157894737,0.894736842105263
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.44791667 0.52604167 0.53125    0.484375   0.49479167],0.4625,0.490625,0.790625,1,1,1,0.478787878787879,0.481707317073171,0.462007504690432,0.498461538461538,0.503105590062112,0.49054650572288,0.792569659442724,0.795031055900621,0.7905972889566
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.61111111 0.65972222 0.70138889 0.63380282],0.615062761506276,0.635983263598326,0.801839464882943,0.920980926430518,0.94150417827298,0.919220055710306,0.632,0.626984126984127,0.614377019244276,0.629787234042553,0.632478632478632,0.635911447386857,0.80557834290402,0.815614617940199,0.801746702909493
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.85763889 0.84722222 0.88811189 0.85664336 0.82867133],0.616033755274262,0.607594936708861,0.889412997903564,0.981417756366139,0.99442119944212,0.981171548117155,0.671480144404332,0.837837837837838,0.629236379236379,0.697068403908795,0.849206349206349,0.591269841269841,0.896416298478154,0.957023060796645,0.889412997903564
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.64583333 0.63684211 0.62631579 0.64736842],0.606918238993711,0.622641509433962,0.79874213836478,0.922440537745605,0.935010482180294,0.921383647798742,0.635568513119533,0.637426900584795,0.604427736006683,0.631901840490798,0.66025641025641,0.623338081671415,0.80440097799511,0.818407960199005,0.798516957198739
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.74736842 0.72105263 0.77894737 0.7        0.78723404],0.493670886075949,0.496835443037975,0.720886075949367,0.868817204301075,0.852320675105485,0.871308016877637,0.550561797752809,0.653333333333333,0.50136546184739,0.564383561643836,0.588571428571429,0.485775075987842,0.732889158086008,0.757196495619524,0.720467646017189
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.55208333 0.51041667 0.55263158 0.51578947 0.54210526],0.484276729559748,0.522012578616352,0.794339622641509,0.98848167539267,0.989517819706499,0.988469601677149,0.5,0.503067484662577,0.483791806847417,0.503267973856209,0.516778523489933,0.521702871212422,0.794210195091252,0.799746514575412,0.794380123704685
ensemble_model_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.94791667 0.89583333 0.91666667 0.93617021],0.509433962264151,0.628930817610063,0.82035175879397,0.987341772151899,0.97907949790795,0.98744769874477,0.535714285714286,0.529411764705882,0.507949125596184,0.646706586826347,0.683544303797468,0.629272151898734,0.823238566131026,0.826302729528536,0.82027604669811
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,480,160,160,0.6,0.2,0.2, [0.53125    0.5625     0.52083333 0.52083333 0.52083333],0.49375,0.4,0.775,0.993736951983299,0.991666666666667,0.99375,0.484076433121019,0.475,0.49375,0.428571428571429,0.391304347826087,0.40153452685422,0.776119402985075,0.757281553398058,0.775547993193875
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.5625     0.55319149 0.4893617  0.55319149],0.556962025316456,0.506329113924051,0.810126582278481,0.995762711864407,0.991561181434599,0.9957805907173,0.588235294117647,0.602409638554217,0.554538152610442,0.530120481927711,0.556962025316456,0.506329113924051,0.814356435643565,0.824561403508772,0.809978911473056
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.76041667 0.73404255 0.75531915 0.77659574],0.550632911392405,0.556962025316456,0.784810126582278,0.93970893970894,0.953586497890295,0.938818565400844,0.553459119496855,0.647058823529412,0.562418300653595,0.593023255813953,0.653846153846154,0.558173076923077,0.79064039408867,0.838120104438642,0.786381919541189
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.56382979 0.41489362 0.46808511 0.57446809 0.56382979],0.474358974358974,0.519230769230769,0.797953964194373,0.997876857749469,1,0.997872340425532,0.517647058823529,0.536585365853659,0.470995385629532,0.566473988439306,0.550561797752809,0.514086869025658,0.805896805896806,0.807881773399015,0.797557907976103
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.57291667 0.52083333 0.51041667 0.5625    ],0.5,0.53125,0.8025,0.993788819875776,1,0.99375,0.473684210526316,0.473684210526316,0.49874686716792,0.528301886792453,0.56,0.532941176470588,0.801007556675063,0.813299232736573,0.802737635928188
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58,4, low_bits_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.51041667 0.46808511 0.45744681 0.56382979 0.4893617 ],0.522292993630573,0.426751592356688,0.790076335877863,1,1,1,0.496644295302013,0.52112676056338,0.522191287258434,0.457831325301205,0.457831325301205,0.424861608596548,0.790343074968234,0.797435897435897,0.79013209013209
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svd,8,46,54, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.8        0.86842105 0.83157895 0.86842105 0.82446809],0.572784810126582,0.563291139240506,0.822784810126582,0.992576882290562,0.987341772151899,0.992616033755274,0.606413994169096,0.693333333333333,0.57859437751004,0.586826347305389,0.632258064516129,0.564576237227009,0.82716049382716,0.86007702182285,0.823296937877717
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58, zones, lab, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.91666667 0.85106383 0.95744681 0.85106383],0.582278481012658,0.626582278481013,0.837974683544304,0.993630573248408,0.987341772151899,0.993670886075949,0.65979381443299,0.735632183908046,0.564999190545572,0.662857142857143,0.773333333333333,0.633654618473896,0.847619047619048,0.892230576441103,0.837419636046638
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdne,16,42,58,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.85416667 0.80208333 0.83333333 0.85416667 0.82291667],0.54375,0.55,0.80125,0.970588235294117,0.9625,0.970833333333333,0.601092896174863,0.625,0.534722222222222,0.590909090909091,0.68421052631579,0.556390977443609,0.809580838323353,0.836633663366337,0.800892589258926
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.83333333 0.76041667 0.80208333 0.84042553 0.80851064],0.449367088607595,0.474683544303798,0.777777777777778,0.987394957983193,0.987394957983193,0.987394957983193,0.508474576271186,0.576923076923077,0.450961538461538,0.531073446327684,0.5875,0.47323717948718,0.787951807228916,0.825757575757576,0.777777777777778
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.90625    0.94097222 0.8951049  0.88811189 0.91958042],0.582278481012658,0.590717299578059,0.871593291404612,0.965710286913926,0.96234309623431,0.965829846582985,0.556053811659193,0.516666666666667,0.583119658119658,0.587234042553192,0.58974358974359,0.590705128205128,0.870164281928988,0.860587002096436,0.871593291404612
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.77083333 0.84375    0.72916667 0.78125   ],0.54375,0.4625,0.72,0.869739478957916,0.904166666666667,0.864583333333333,0.647342995169082,0.788235294117647,0.527450980392157,0.574257425742574,0.734177215189873,0.465854039693702,0.753303964757709,0.846534653465347,0.718721872187219
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.69791667 0.64583333 0.73958333 0.66666667],0.525,0.5375,0.7875,0.957446808510638,0.9375,0.958333333333333,0.525,0.5,0.526315789473684,0.513157894736842,0.5,0.536585365853659,0.782608695652174,0.761194029850746,0.78763219080477
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.83333333 0.82291667 0.8125     0.89361702 0.78723404],0.506329113924051,0.487341772151899,0.734848484848485,0.890322580645161,0.869747899159664,0.892857142857143,0.524390243902439,0.589041095890411,0.512167606768735,0.562162162162162,0.611764705882353,0.477115229653505,0.742014742014742,0.762626262626263,0.734848484848485
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.56770833 0.54210526 0.49473684 0.53157895],0.49685534591195,0.477987421383648,0.530188679245283,0.565531475748194,0.574423480083857,0.558700209643606,0.515151515151515,0.502958579881657,0.496445732893849,0.450331125827815,0.438709677419355,0.477023550366119,0.533416614615865,0.533083645443196,0.530166664293208
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.61111111 0.63194444 0.58333333 0.64788732],0.556485355648536,0.523012552301255,0.756688963210702,0.90179806362379,0.908077994428969,0.901114206128134,0.526785714285714,0.531531531531532,0.554828265765766,0.512820512820513,0.483870967741936,0.524544179523142,0.753598645215919,0.749158249158249,0.756638925243576
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94405594 0.95804196 0.95804196 0.96503497 0.92657343],0.543933054393305,0.527196652719665,0.881027253668763,0.996501049685095,0.995804195804196,0.996503496503496,0.597785977859779,0.6328125,0.537126970720721,0.576779026217229,0.693693693693694,0.538253096846847,0.884595831215048,0.911949685534591,0.881027253668763
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54,8, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.66145833 0.671875   0.65625    0.67708333 0.69270833],0.475,0.628125,0.63125,0.715492957746479,0.79375,0.684375,0.5,0.531645569620253,0.475699328020003,0.624605678233438,0.638709677419355,0.628445747800587,0.656577415599534,0.711223203026482,0.631943695689201
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.75789474 0.68421053 0.76842105 0.7        0.68947368],0.490506329113924,0.496835443037975,0.65992414664981,0.767590618336887,0.757894736842105,0.770526315789474,0.575197889182058,0.656626506024096,0.481646586345381,0.576,0.666666666666667,0.492424242424242,0.682033096926714,0.718555417185554,0.659020969183278
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54,8, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.8        0.77368421 0.67368421 0.74210526 0.71808511],0.493670886075949,0.544303797468354,0.786708860759494,0.964781216648879,0.953586497890295,0.965189873417721,0.558011049723757,0.627329192546584,0.491083951112002,0.6,0.692307692307692,0.546153846153846,0.796865581675708,0.835651074589128,0.786646830070229
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svd,40,0,40, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96853147 0.97552448 0.97202797 0.95454545 0.98591549],0.475,0.5875,0.882075471698113,1,1,1,0.5625,0.736363636363636,0.495104895104895,0.691588785046729,0.853846153846154,0.563286713286713,0.889543446244477,0.949685534591195,0.882075471698113
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svd,8,46,54,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.734375   0.78421053 0.74736842 0.69473684 0.75263158],0.580441640378549,0.533123028391167,0.807692307692308,0.974789915966386,0.974789915966386,0.974789915966386,0.614492753623188,0.6625,0.579657643312102,0.55952380952381,0.580246913580247,0.532058940661091,0.81322718922229,0.832080200501253,0.80753756217956
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5        0.52083333 0.5625     0.44791667],0.4875,0.5,0.79375,0.993736951983299,0.991666666666667,0.99375,0.534090909090909,0.540229885057471,0.482443709652023,0.518072289156626,0.5375,0.5,0.799025578562728,0.805896805896806,0.793533644678683
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.45789474 0.51578947 0.51578947 0.47368421 0.5       ],0.462025316455696,0.496835443037975,0.784810126582278,0.988384371700106,0.987341772151899,0.988396624472574,0.481707317073171,0.484662576687117,0.461285536709571,0.498422712933754,0.49375,0.496875,0.78643216080402,0.785445420326223,0.784804447072435
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.44736842 0.49473684 0.52105263 0.46842105 0.42105263],0.458860759493671,0.484177215189874,0.784450063211125,0.992639327024185,0.993684210526316,0.992631578947368,0.498533724340176,0.502958579881657,0.45556092259389,0.495356037151703,0.496894409937888,0.483931075936686,0.788854489164087,0.791304347826087,0.784326562587432
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdne,16,42,58,4, low_bits_4_shifted_2, svdne,468,156,156,0.6,0.2,0.2, [0.81914894 0.81914894 0.86170213 0.86170213 0.7826087 ],0.435897435897436,0.532051282051282,0.793589743589743,1,1,1,0.541666666666667,0.722222222222222,0.456349206349206,0.629441624365482,0.81578947368421,0.539144736842105,0.812135355892649,0.910994764397906,0.795949643505485
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32,12, low_bits_4, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.86111111 0.90625    0.88888889 0.87847222 0.85664336],0.514893617021277,0.578723404255319,0.880503144654088,0.989532449406839,0.986091794158554,0.989568845618915,0.561538461538462,0.608333333333333,0.51286231884058,0.629213483146067,0.730434782608696,0.581884057971014,0.883673469387755,0.907756813417191,0.880503144654088
svm_model_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.78645833 0.80208333 0.76315789 0.75789474 0.77368421],0.49685534591195,0.575471698113208,0.70566037735849,0.819603753910323,0.823899371069182,0.818658280922432,0.542857142857143,0.608974358974359,0.498931623931624,0.615384615384615,0.654545454545455,0.572370766488414,0.718072289156626,0.746867167919799,0.705504291030607
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.91666667 0.80208333 0.73958333 0.85416667 0.84042553],0.584905660377358,0.471698113207547,0.798994974874372,0.978902953586498,0.97071129707113,0.97907949790795,0.648936170212766,0.772151898734177,0.586075949367089,0.522727272727273,0.676470588235294,0.497575953458306,0.809069212410501,0.878238341968912,0.801314292935675
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.49473684 0.50526316 0.55263158 0.51578947 0.50526316],0.45253164556962,0.458860759493671,0.781921618204804,0.998948475289169,1,0.998947368421053,0.450793650793651,0.461038961038961,0.452741702741703,0.467289719626168,0.443786982248521,0.459988729219498,0.782608695652174,0.778195488721805,0.781954887218045
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58,4, low_bits_4, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.71875    0.72340426 0.78723404 0.73404255 0.80851064],0.522292993630573,0.522292993630573,0.790076335877863,0.968017057569296,0.961864406779661,0.968220338983051,0.482758620689655,0.472972972972973,0.519619016606968,0.528301886792453,0.466666666666667,0.531840796019901,0.786545924967659,0.76,0.790621761658031
ensemble_model_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.93402778 0.94405594 0.91258741 0.92307692 0.92307692],0.470588235294118,0.542016806722689,0.875786163522013,0.99860529986053,1,0.998603351955307,0.37,0.327433628318584,0.463716814159292,0.483412322274882,0.408,0.549132743362832,0.871544715447154,0.842767295597484,0.875786163522013
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.91666667 0.88541667 0.84375    0.83333333],0.45625,0.45,0.775,0.989517819706499,0.983333333333333,0.989583333333333,0.53968253968254,0.56043956043956,0.439640070074853,0.50561797752809,0.535714285714286,0.445488721804511,0.786729857819905,0.8,0.774025974025974
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.56770833 0.5        0.44736842 0.49473684],0.50314465408805,0.509433962264151,0.793081761006289,0.984293193717277,0.985324947589098,0.984276729559748,0.521212121212121,0.5375,0.502927215189873,0.5125,0.506172839506173,0.509496676163343,0.795015576323988,0.798498122653317,0.793054371061172
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.70833333 0.72395833 0.734375   0.79166667 0.76041667],0.5375,0.521875,0.776875,0.941666666666667,0.941666666666667,0.941666666666667,0.567251461988304,0.587878787878788,0.535874877810362,0.551319648093842,0.591194968553459,0.522305558810891,0.782714546561169,0.799751243781095,0.7767600440011
svm_model_N16_B42_E58_nb_zones_6_lab_svd,16,42,58,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.97222222 0.92361111 0.92361111 0.95774648 0.98591549],0.554621848739496,0.516806722689076,0.809563758389262,0.991573033707865,0.986033519553073,0.991620111731844,0.631944444444444,0.722222222222222,0.544146825396825,0.578754578754579,0.658333333333333,0.515607344632768,0.821681068342498,0.865894039735099,0.808797360003604
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.59375    0.54166667 0.72916667 0.60416667 0.625     ],0.65,0.60625,0.625,0.679646017699115,0.8,0.622916666666667,0.616438356164384,0.523255813953488,0.660276555625393,0.60377358490566,0.578313253012048,0.607338444687842,0.655172413793103,0.696821515892421,0.623346819327285
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.87762238 0.91258741 0.90909091 0.88811189 0.89084507],0.641666666666667,0.620833333333333,0.890985324947589,0.978664831383345,0.995798319327731,0.978291316526611,0.626086956521739,0.620689655172414,0.640989988876529,0.619246861924686,0.596774193548387,0.621662958843159,0.891779396462018,0.89832285115304,0.890985324947589
svm_model_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.80902778 0.79861111 0.86013986 0.84965035 0.82167832],0.493670886075949,0.50210970464135,0.796121593291405,0.889539136795903,0.847977684797768,0.894700139470014,0.375,0.31578947368421,0.487163029525032,0.415841584158416,0.341463414634146,0.508451005562687,0.779102782509938,0.719077568134172,0.796121593291405
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72727273 0.75174825 0.82517483 0.70629371 0.73776224],0.581589958158996,0.615062761506276,0.859538784067086,0.948369565217391,0.976223776223776,0.946853146853147,0.615384615384615,0.645161290322581,0.579102384291725,0.629032258064516,0.678260869565217,0.617356241234222,0.864646464646465,0.89727463312369,0.859538784067086
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.94791667 0.98263889 0.95104895 0.95804196 0.95104895],0.569620253164557,0.569620253164557,0.893081761006289,1,1,1,0.645833333333333,0.768595041322314,0.565332003419778,0.630434782608696,0.75,0.573347107438017,0.897897897897898,0.940251572327044,0.893081761006289
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.61458333 0.609375   0.64736842 0.61052632],0.528301886792453,0.550314465408805,0.751884422110553,0.895277207392197,0.912133891213389,0.893305439330544,0.545454545454546,0.596026490066225,0.531546179164849,0.56,0.548192771084337,0.550412175015853,0.757519950890117,0.776100628930818,0.751914806309825
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70833333 0.67605634 0.69014085 0.68309859 0.72535211],0.485232067510549,0.493670886075949,0.622259696458685,0.723860589812333,0.758426966292135,0.710674157303371,0.570422535211268,0.6,0.466666666666667,0.52,0.575221238938053,0.497288038823865,0.65,0.688741721854305,0.621003163332651
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,480,160,160,0.6,0.2,0.2, [0.75       0.88541667 0.875      0.82291667 0.80208333],0.575,0.60625,0.8325,0.993736951983299,0.991666666666667,0.99375,0.604651162790698,0.597701149425287,0.57282317745237,0.60377358490566,0.657534246575342,0.61037631868997,0.834567901234568,0.845,0.8325
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.86458333 0.8125     0.86458333 0.89583333 0.875     ],0.5,0.51875,0.79625,0.9875,0.9875,0.9875,0.603960396039604,0.726190476190476,0.488095238095238,0.596858638743455,0.75,0.529761904761905,0.813287514318442,0.8875,0.79625
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.88194444 0.83916084 0.86363636 0.88111888 0.86013986],0.495798319327731,0.504201680672269,0.868448637316562,0.990915443745632,0.990223463687151,0.990921787709497,0.571428571428571,0.695652173913043,0.502297631671969,0.566176470588235,0.626016260162602,0.499964651820431,0.873424104891578,0.907756813417191,0.868448637316562
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.72916667 0.78125    0.64583333 0.75531915],0.553459119496855,0.49685534591195,0.778894472361809,0.947589098532495,0.94560669456067,0.947698744769875,0.547770700636943,0.558441558441558,0.553611023123218,0.480519480519481,0.4625,0.497072784810127,0.776649746192893,0.772727272727273,0.778863636363636
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.82291667 0.86458333 0.8125     0.8125     0.73404255],0.572327044025157,0.528301886792453,0.810301507537688,0.983333333333333,0.98744769874477,0.98326359832636,0.645833333333333,0.746987951807229,0.564283449587825,0.61139896373057,0.819444444444444,0.553400383141762,0.825433526011561,0.906091370558376,0.811254640503068
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.69791667 0.6875     0.71875    0.8125    ],0.525,0.5125,0.72125,0.859470468431772,0.879166666666667,0.85625,0.506493506493506,0.506493506493506,0.524331090596151,0.493506493506493,0.447058823529412,0.516862745098039,0.72090112640801,0.716417910447761,0.721274281857046
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.65263158 0.64210526 0.64736842 0.64736842 0.68617021],0.55379746835443,0.528481012658228,0.636075949367089,0.682981090100111,0.647679324894515,0.699367088607595,0.588921282798834,0.655844155844156,0.556317139650473,0.547112462006079,0.6,0.531927710843374,0.633991088478676,0.640102827763496,0.636136201911673
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdne,4,48,52,8, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.65789474 0.58421053 0.6        0.66315789 0.56382979],0.556962025316456,0.487341772151899,0.588607594936709,0.595348837209302,0.540084388185654,0.632911392405063,0.567901234567901,0.58974358974359,0.557371794871795,0.531791907514451,0.597402597402597,0.490059323392657,0.57516339869281,0.561224489795918,0.588401189621577
svm_model_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.63541667 0.66666667 0.61578947 0.63684211 0.64210526],0.550314465408805,0.544025157232704,0.719496855345912,0.837782340862423,0.855345911949686,0.834381551362683,0.56,0.602649006622517,0.552821509299282,0.556574923547401,0.572327044025157,0.544025157232704,0.725707257072571,0.749682337992376,0.719797582445752
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.93006993 0.93006993 0.93706294 0.88461538 0.92253521],0.6125,0.470833333333333,0.846960167714885,0.949295774647887,0.943977591036414,0.949579831932773,0.654275092936803,0.727272727272727,0.611535523300229,0.49402390438247,0.521008403361345,0.471248003333565,0.849484536082474,0.863731656184486,0.846960167714885
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.96527778 0.95104895 0.96853147 0.95804196 0.94755245],0.571428571428571,0.626050420168067,0.899895178197065,1,1,1,0.588709677419355,0.579365079365079,0.57093253968254,0.642570281124498,0.714285714285714,0.630952380952381,0.900984966303784,0.910901467505241,0.899895178197065
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.75263158 0.73157895 0.72105263 0.73684211 0.71578947],0.569620253164557,0.550632911392405,0.805941845764855,0.968850698174006,0.949473684210526,0.969473684210526,0.620111731843575,0.685185185185185,0.566618566618567,0.589595375722543,0.68,0.556867469879518,0.812232415902141,0.843710292249047,0.806131875684272
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdn,32,0,32,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86013986 0.82517483 0.87762238 0.88461538 0.86713287],0.472803347280335,0.493723849372385,0.865828092243187,0.993719469644103,0.995804195804196,0.993706293706294,0.25,0.179487179487179,0.466792770071459,0.31638418079096,0.229508196721311,0.49936948297604,0.856017997750281,0.79769392033543,0.865828092243187
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,948,316,316,0.6,0.2,0.2, [0.7        0.76315789 0.73684211 0.62631579 0.65957447],0.528481012658228,0.563291139240506,0.791772151898734,0.954741379310345,0.934599156118144,0.955696202531646,0.584958217270195,0.69078947368421,0.534419127086008,0.647959183673469,0.755952380952381,0.550273487773488,0.804050029779631,0.850125944584383,0.791475186032649
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.68229167 0.640625   0.6875     0.69473684],0.498432601880878,0.5141065830721,0.764411027568922,0.936656282450675,0.941544885177453,0.936325678496868,0.542857142857143,0.58641975308642,0.497031532594165,0.563380281690141,0.641025641025641,0.516831838917728,0.774580335731415,0.810539523212045,0.764468760354458
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.59375    0.64583333 0.65789474 0.68421053 0.64210526],0.522012578616352,0.515723270440252,0.779874213836478,0.954356846473029,0.964360587002096,0.953878406708595,0.48993288590604,0.503448275862069,0.520510265098664,0.509554140127388,0.49079754601227,0.516366514941619,0.777918781725888,0.780891719745223,0.779886853661431
ensemble_model_N16_B42_E58_nb_zones_6_lab_svd,16,42,58,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.94444444 0.88888889 0.89583333 0.88888889 0.875     ],0.579166666666667,0.55,0.824166666666667,0.997222222222222,0.997222222222222,0.997222222222222,0.664451827242525,0.769230769230769,0.561888111888112,0.63758389261745,0.785123966942149,0.548024168345024,0.840030326004549,0.90671031096563,0.822625104549029
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.65625    0.63541667 0.58854167 0.63020833 0.64583333],0.603125,0.63125,0.625,0.612021857923497,0.583333333333333,0.630208333333333,0.599369085173502,0.612903225806452,0.603421309872923,0.61437908496732,0.594936708860759,0.630801687763713,0.609882964889467,0.591424968474149,0.624708766764955
ensemble_model_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.78645833 0.83333333 0.83854167 0.84210526 0.81052632],0.5,0.462264150943396,0.768844221105528,0.960084033613445,0.956066945606695,0.960251046025105,0.571428571428571,0.650306748466258,0.496121116168613,0.492581602373887,0.588652482269503,0.475117201586729,0.778313253012048,0.826086956521739,0.76983360171766
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.95804196 0.94055944 0.96153846 0.96153846 0.96126761],0.575,0.570833333333333,0.892557651991614,1,1,1,0.560344827586207,0.607476635514019,0.578174407982573,0.569037656903766,0.511278195488722,0.578069004286417,0.892048446550816,0.887840670859539,0.892557651991614
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.78472222 0.80555556 0.78671329 0.78321678 0.83216783],0.654008438818565,0.679324894514768,0.810272536687631,0.868217054263566,0.937238493723849,0.857740585774059,0.63716814159292,0.626086956521739,0.653207412687099,0.68595041322314,0.680327868852459,0.679294369208838,0.820436507936508,0.866876310272536,0.810272536687631
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32,12, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.83333333 0.89236111 0.89160839 0.90909091 0.88111888],0.489451476793249,0.569620253164557,0.875786163522013,0.99025069637883,0.99163179916318,0.99023709902371,0.421052631578947,0.419047619047619,0.482251082251082,0.598425196850394,0.575757575757576,0.568831168831169,0.87519747235387,0.871069182389937,0.875786163522013
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26,12, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94444444 0.94405594 0.90909091 0.93356643 0.94405594],0.491596638655462,0.504201680672269,0.859538784067086,0.979790940766551,0.981843575418994,0.979748603351955,0.42654028436019,0.405405405405405,0.486167269631837,0.495726495726496,0.456692913385827,0.507625735972193,0.857446808510638,0.844863731656184,0.859538784067086
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdne,26,0,26,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.95138889 0.92708333 0.93706294 0.94755245 0.92307692],0.514767932489452,0.49789029535865,0.859014675052411,0.975507347795661,0.9721059972106,0.975592747559275,0.584837545126354,0.658536585365854,0.509092854086436,0.544061302681992,0.62280701754386,0.502460419341035,0.863243518047788,0.889937106918239,0.859014675052411
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.54166667 0.48958333 0.53125    0.51041667 0.51041667],0.48125,0.534375,0.803125,1,1,1,0.49079754601227,0.516129032258065,0.482306940371456,0.541538461538462,0.539877300613497,0.534269860497831,0.804469273743017,0.81203007518797,0.803147207170045
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.6875     0.65625    0.671875   0.71354167 0.64583333],0.484375,0.46875,0.631875,0.743434343434343,0.766666666666667,0.735416666666667,0.518950437317784,0.622377622377622,0.497629489154913,0.525139664804469,0.562874251497006,0.464443661696215,0.651685393258427,0.69746835443038,0.632684794499141
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svd,16,42,58,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76760563 0.77464789 0.83098592 0.83098592 0.83098592],0.546610169491525,0.508474576271186,0.808798646362098,0.995756718528996,0.991549295774648,0.995774647887324,0.627177700348432,0.743801652892562,0.541466043837585,0.608108108108108,0.737704918032787,0.500431406384815,0.824806201550387,0.889632107023411,0.807829752141843
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.66666667 0.70833333 0.61702128 0.71276596 0.78723404],0.506329113924051,0.512658227848101,0.759493670886076,0.927835051546392,0.949367088607595,0.926160337552742,0.566666666666667,0.71830985915493,0.525821596244132,0.574585635359116,0.634146341463415,0.507862644415918,0.775413711583924,0.841025641025641,0.76051282051282
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.79166667 0.86805556 0.83802817 0.80985915 0.87323944],0.466386554621849,0.470588235294118,0.736134453781513,0.910425844346549,0.868347338935574,0.914565826330532,0.591639871382637,0.773109243697479,0.466386554621849,0.588235294117647,0.769230769230769,0.475524475524475,0.75808936825886,0.829679595278246,0.736447837840128
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.77604167 0.74479167 0.75263158 0.73684211],0.531446540880503,0.509433962264151,0.766959798994975,0.930232558139535,0.920502092050209,0.930962343096234,0.555223880597015,0.62,0.536190476190476,0.559322033898305,0.6,0.505882352941176,0.77308868501529,0.796973518284994,0.767072491307703
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.70833333 0.63888889 0.69444444 0.69444444],0.579166666666667,0.616666666666667,0.7525,0.855153203342618,0.852777777777778,0.855555555555556,0.655290102389079,0.786885245901639,0.575646012781328,0.697368421052632,0.854838709677419,0.60845383759733,0.774144486692015,0.83993399339934,0.751616828349502
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.91608392 0.93356643 0.91258741 0.92657343 0.9471831 ],0.541666666666667,0.516666666666667,0.860062893081761,0.970901348474095,0.957983193277311,0.971288515406163,0.504504504504504,0.5,0.5390625,0.508474576271186,0.46875,0.520089285714286,0.856989823245849,0.838574423480084,0.860062893081761
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.81690141 0.8028169  0.85211268 0.83098592],0.518987341772152,0.451476793248945,0.765598650927487,0.951704545454545,0.941011235955056,0.952247191011236,0.62,0.732283464566929,0.502505368647101,0.507575757575758,0.598214285714286,0.459107142857143,0.780757097791798,0.831932773109244,0.765374169972558
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.44791667 0.421875   0.47916667 0.48958333 0.45789474],0.473354231974922,0.489028213166144,0.791979949874687,0.99895724713243,1,0.998956158663883,0.432432432432432,0.426666666666667,0.470729783037475,0.501529051987768,0.471264367816092,0.490804597701149,0.790139064475348,0.778331257783313,0.792066007201871
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.73611111 0.76388889 0.74305556 0.71830986 0.77464789],0.516806722689076,0.53781512605042,0.731543624161074,0.866385372714487,0.860335195530726,0.86731843575419,0.572490706319703,0.663793103448276,0.520421141888072,0.633333333333333,0.703703703703704,0.512046026609133,0.75,0.788177339901478,0.730280779727754
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.54736842 0.51578947 0.51578947 0.53157895 0.55319149],0.449367088607595,0.44620253164557,0.583544303797468,0.675760755508919,0.679324894514768,0.674050632911392,0.438709677419355,0.430379746835443,0.449367088607595,0.440894568690096,0.433962264150943,0.446280495132797,0.58248730964467,0.580278128950695,0.583548443436057
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svd,16,42,58, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.90277778 0.9375     0.92253521 0.88028169 0.9084507 ],0.550420168067227,0.571428571428571,0.823529411764706,0.99859747545582,0.997198879551821,0.99859943977591,0.624561403508772,0.754237288135593,0.552118644067797,0.630434782608696,0.707317073170732,0.566702014846235,0.835164835164835,0.889632107023411,0.823194431890084
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdne,4,48,52,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69791667 0.67708333 0.61458333 0.6875     0.68421053],0.539184952978056,0.595611285266458,0.803884711779448,0.961175236096537,0.95615866388309,0.961377870563674,0.558558558558559,0.611842105263158,0.542447998739363,0.64850136239782,0.70414201183432,0.588737672583827,0.810647307924985,0.8375,0.803800251256281
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71875    0.75789474 0.66315789 0.68421053 0.66315789],0.49211356466877,0.514195583596215,0.799495586380832,0.996858638743456,1,0.996848739495798,0.519402985074627,0.604166666666667,0.501505298651252,0.586021505376344,0.67283950617284,0.510613301473516,0.808664259927798,0.859335038363171,0.80031428535074
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.82517483 0.8006993  0.81468531 0.83216783 0.80633803],0.579166666666667,0.566666666666667,0.823375262054507,0.909340659340659,0.927170868347339,0.907563025210084,0.700296735905044,0.921875,0.5546875,0.666666666666667,0.928571428571429,0.589285714285714,0.839904988123516,0.926624737945493,0.823375262054507
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svd,16,42,58,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.84027778 0.83802817 0.85211268 0.82394366 0.82394366],0.548523206751055,0.506329113924051,0.809443507588533,0.997191011235955,0.997191011235955,0.997191011235955,0.605166051660517,0.661290322580645,0.543034541821296,0.518518518518518,0.594339622641509,0.514727063229152,0.815660685154975,0.853242320819113,0.80995449374289
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.79861111 0.79166667 0.85416667 0.72916667 0.77777778],0.504166666666667,0.475,0.785833333333333,0.983193277310924,0.975,0.983333333333333,0.514285714285714,0.543103448275862,0.505422691879866,0.511627906976744,0.568965517241379,0.478031145717464,0.788824979457683,0.810810810810811,0.786161984352774
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.82291667 0.81770833 0.85263158 0.8       ],0.50314465408805,0.559748427672956,0.784547738693467,0.951974386339381,0.933054393305439,0.952928870292887,0.548571428571429,0.623376623376623,0.506810262907824,0.62962962962963,0.716867469879518,0.55251268230818,0.793993993993994,0.828320802005013,0.784437479088149
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.59027778 0.67361111 0.61111111 0.65277778 0.63380282],0.569037656903766,0.518828451882845,0.602006688963211,0.685365853658537,0.782729805013928,0.64066852367688,0.633451957295373,0.780701754385965,0.578350877192982,0.610169491525424,0.725806451612903,0.510729312762973,0.659025787965616,0.770519262981575,0.602288012125178
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.88194444 0.875      0.90277778 0.8125     0.86619718],0.497907949790795,0.460251046025105,0.786789297658863,0.991643454038997,0.991643454038997,0.991643454038997,0.574468085106383,0.658536585365854,0.493061396131203,0.520446096654275,0.603448275862069,0.464325763947295,0.799054373522459,0.847826086956522,0.786789297658863
ensemble_model_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.625      0.61979167 0.65789474 0.7        0.68421053],0.594339622641509,0.468553459119497,0.80188679245283,0.982346832814122,0.991614255765199,0.982180293501048,0.623906705539359,0.694805194805195,0.597402597402597,0.518518518518518,0.590909090909091,0.472283813747228,0.809897404948702,0.854777070063694,0.802543814534953
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.6875     0.71830986 0.66197183 0.63380282],0.508403361344538,0.550420168067227,0.754621848739496,0.90633608815427,0.92156862745098,0.904761904761905,0.544747081712062,0.642201834862385,0.518775336035844,0.608058608058608,0.71551724137931,0.554479932165065,0.767515923566879,0.828178694158076,0.756194610236933
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.87847222 0.91319444 0.8951049  0.88811189 0.87762238],0.565400843881857,0.586497890295359,0.890985324947589,0.995128740431454,0.99721059972106,0.995118549511855,0.633451957295374,0.729508196721311,0.560406272273699,0.662068965517241,0.834782608695652,0.593620812544547,0.896414342629482,0.943396226415094,0.890985324947589
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69270833 0.734375   0.72395833 0.69270833 0.63157895],0.532915360501567,0.529780564263323,0.74812030075188,0.893704850361197,0.903966597077244,0.892484342379958,0.563049853372434,0.623376623376623,0.535930735930736,0.53416149068323,0.554838709677419,0.530468135326515,0.753676470588235,0.780456852791878,0.74852050560386
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58,6, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.73611111 0.74647887 0.66901408 0.70422535 0.69014085],0.582278481012658,0.544303797468354,0.802698145025295,0.96137339055794,0.943820224719101,0.962078651685393,0.530805687203791,0.509090909090909,0.577380100214746,0.470588235294118,0.444444444444444,0.536175710594315,0.789946140035907,0.766550522648084,0.801575914918813
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.55208333 0.49473684 0.53684211 0.55263158],0.518867924528302,0.50314465408805,0.80440251572327,1,1,1,0.540540540540541,0.548780487804878,0.517896737408933,0.512345679012346,0.512345679012346,0.502967711301045,0.806952203600248,0.809464508094645,0.804351059638174
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.5625     0.66145833 0.61458333 0.57894737 0.56315789],0.566037735849057,0.528301886792453,0.757537688442211,0.898550724637681,0.907949790794979,0.897489539748954,0.533783783783784,0.512987012987013,0.564420335761799,0.563953488372093,0.544943820224719,0.526043338683788,0.759651307596513,0.753086419753086,0.757617378674497
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdn,8,46,54,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.5625     0.546875   0.52604167 0.484375   0.47894737],0.442006269592476,0.520376175548589,0.506892230576441,0.616161616161616,0.764091858037578,0.524008350730689,0.565853658536585,0.720496894409938,0.439362371255602,0.618453865336658,0.746987951807229,0.510748877864399,0.606303151575788,0.751861042183623,0.504411533750039
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.671875   0.66666667 0.68229167 0.71578947 0.75789474],0.522012578616352,0.481132075471698,0.788316582914573,0.978902953586498,0.97071129707113,0.97907949790795,0.522012578616352,0.50609756097561,0.522529299968324,0.510385756676558,0.551282051282051,0.482431149097816,0.789769182782283,0.793233082706767,0.788304198784114
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52,8, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.7        0.67368421 0.67368421 0.68421053 0.70744681],0.528481012658228,0.541139240506329,0.65253164556962,0.686346863468635,0.588607594936709,0.731012658227848,0.529968454258675,0.545454545454545,0.528900112233446,0.556574923547401,0.561728395061728,0.540604457271124,0.623198352779684,0.574683544303797,0.65253164556962
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54,8, low_bits_2, svd,948,316,316,0.6,0.2,0.2, [0.57894737 0.6        0.58947368 0.63157895 0.61702128],0.623417721518987,0.623417721518987,0.817721518987342,0.947478991596639,0.951476793248945,0.947257383966245,0.609836065573771,0.577639751552795,0.624303746744139,0.653061224489796,0.691358024691358,0.621653038319705,0.82,0.823086574654956,0.817673555526712
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.9375     0.96180556 0.94755245 0.89160839 0.93006993],0.616033755274262,0.59915611814346,0.897798742138365,0.993728222996516,0.99442119944212,0.993723849372385,0.584474885844749,0.547008547008547,0.61517094017094,0.585152838427948,0.558333333333333,0.599679487179487,0.89644184811471,0.884696016771489,0.897798742138365
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.41052632 0.47894737 0.44210526 0.48421053 0.52631579],0.462025316455696,0.503164556962025,0.789506953223767,0.993670886075949,0.991578947368421,0.993684210526316,0.44078947368421,0.42948717948718,0.46161858974359,0.504731861198738,0.467836257309942,0.506331921758419,0.787762906309751,0.770573566084788,0.789773962529573
svm_model_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.78472222 0.77083333 0.76388889 0.71126761],0.523012552301255,0.456066945606695,0.754180602006689,0.932249322493225,0.958217270194986,0.930362116991643,0.592857142857143,0.697478991596639,0.523739495798319,0.535714285714286,0.663716814159292,0.466779042000281,0.773497688751926,0.849407783417936,0.755282404105662
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.80985915 0.76056338 0.78873239 0.83098592 0.84507042],0.546610169491525,0.478813559322034,0.802030456852792,0.994350282485876,0.991549295774648,0.994366197183099,0.586872586872587,0.655172413793103,0.548419540229885,0.493827160493827,0.535714285714286,0.481566820276498,0.806611570247934,0.83704974271012,0.802498160169751
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71354167 0.66842105 0.73684211 0.67368421 0.72105263],0.460567823343849,0.479495268138801,0.75031525851198,0.935483870967742,0.913865546218487,0.936974789915966,0.457142857142857,0.461538461538462,0.460582895365504,0.498480243161094,0.518987341772152,0.479619457049598,0.74841168996188,0.745569620253165,0.750297372940653
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.84722222 0.77083333 0.8125     0.8125     0.84027778],0.516666666666667,0.625,0.809166666666667,0.968188105117565,0.972222222222222,0.968055555555556,0.560606060606061,0.643478260869565,0.521739130434783,0.673913043478261,0.738095238095238,0.619047619047619,0.818685669041964,0.860232945091514,0.809081414115039
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.86111111 0.84027778 0.87323944 0.83802817 0.80985915],0.5,0.495798319327731,0.784033613445378,0.975138121546961,0.988795518207283,0.974789915966386,0.567272727272727,0.614173228346457,0.491771298857913,0.583333333333333,0.672,0.486442477876106,0.8003108003108,0.845648604269294,0.782548914871308
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.54166667 0.53125    0.47894737 0.56842105 0.46842105],0.512578616352201,0.522012578616352,0.657861635220126,0.743783783783784,0.721174004192872,0.751572327044025,0.467353951890034,0.412121212121212,0.516518122400475,0.503267973856209,0.5,0.521341463414634,0.64257555847569,0.614321608040201,0.657916471526398
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.74479167 0.734375   0.72631579 0.70526316 0.71052632],0.60062893081761,0.525157232704403,0.784276729559748,0.932079414838035,0.935010482180294,0.931865828092243,0.623145400593472,0.664556962025316,0.601028481012658,0.559766763848397,0.6,0.524683544303797,0.790470372632865,0.813836477987421,0.784276729559748
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.63194444 0.56338028 0.61971831 0.59859155],0.579831932773109,0.567226890756302,0.796638655462185,0.946793997271487,0.971988795518207,0.945378151260504,0.576271186440678,0.596491228070175,0.580503678551217,0.550218340611354,0.588785046728972,0.569201683669829,0.797996661101836,0.826989619377163,0.797481737793156
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.75       0.75       0.73611111 0.70138889 0.64583333],0.6,0.529166666666667,0.794166666666667,0.946778711484594,0.938888888888889,0.947222222222222,0.60655737704918,0.685185185185185,0.607744107744108,0.560311284046693,0.59504132231405,0.528613098131815,0.796707818930041,0.821731748726655,0.794662928373148
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.44444444 0.54861111 0.5625     0.56338028],0.502092050209205,0.527196652719665,0.624581939799331,0.636515912897823,0.52924791086351,0.697771587743733,0.37037037037037,0.289256198347107,0.504797590698977,0.375690607734807,0.283333333333333,0.528221288515406,0.535677352637022,0.431666666666667,0.625229306487696
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.54210526 0.47368421 0.44736842 0.5       ],0.444794952681388,0.529968454258675,0.795081967213115,1,1,1,0.439490445859873,0.43125,0.444924363057325,0.563049853372434,0.574850299401198,0.527425149700599,0.797759800871188,0.798256537982565,0.795041423525127
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71578947 0.69473684 0.67368421 0.67368421 0.68947368],0.455696202531646,0.487341772151899,0.747787610619469,0.931506849315069,0.930526315789474,0.931578947368421,0.488095238095238,0.509316770186335,0.454658385093168,0.474025974025974,0.503448275862069,0.488566243194192,0.749529190207156,0.764404609475032,0.747995063788702
svm_model_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.62937063 0.60839161 0.66783217 0.65384615 0.6056338 ],0.5,0.508333333333333,0.692872117400419,0.740685543964232,0.696078431372549,0.756302521008403,0.491525423728814,0.423357664233577,0.512649705903196,0.351648351648352,0.310679611650485,0.483806959109914,0.667045454545455,0.615303983228512,0.692872117400419
ensemble_model_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.93055556 0.97569444 0.94755245 0.95804196 0.93006993],0.552742616033755,0.455696202531646,0.874737945492663,0.99721059972106,0.99721059972106,0.99721059972106,0.631944444444444,0.705426356589147,0.537898363479759,0.534296028880867,0.685185185185185,0.474375538329027,0.880440220110055,0.922431865828092,0.874737945492663
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.91666667 0.93706294 0.93706294 0.93356643 0.90909091],0.61344537815126,0.558823529411765,0.889412997903564,0.99025069637883,0.993016759776536,0.990223463687151,0.585585585585586,0.596330275229358,0.612118625986772,0.564315352697095,0.527131782945737,0.561731029087547,0.888888888888889,0.884696016771489,0.889412997903564
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.72916667 0.734375   0.671875   0.73157895],0.501567398119122,0.498432601880878,0.754385964912281,0.92192513368984,0.899791231732777,0.923799582463466,0.554621848739496,0.568965517241379,0.494827586206897,0.53757225433526,0.615894039735099,0.504375591296121,0.760683760683761,0.774875621890547,0.754230740238203
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40,12, low_bits_4, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.875      0.875      0.84375    0.82986111 0.82517483],0.485106382978723,0.519148936170213,0.828092243186583,0.934265734265734,0.929068150208623,0.934631432545202,0.345945945945946,0.275862068965517,0.482468849608809,0.464454976303318,0.411764705882353,0.52053752535497,0.820372398685652,0.785115303983228,0.828092243186583
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32, zones, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.95486111 0.96527778 0.96153846 0.94405594 0.95454545],0.540084388185654,0.489451476793249,0.879454926624738,1,1,1,0.555102040816327,0.576271186440678,0.540236433556473,0.529182879377432,0.571428571428571,0.48910411622276,0.881198347107438,0.894129979035639,0.879454926624738
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54, zones, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.61578947 0.60526316 0.62631579 0.65789474],0.560126582278481,0.474683544303798,0.785714285714286,0.96421052631579,0.96421052631579,0.96421052631579,0.572307692307692,0.55688622754491,0.560322308403328,0.450331125827815,0.444444444444444,0.473755964553511,0.785034876347495,0.778616352201258,0.785750361615241
ensemble_model_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.66666667 0.70833333 0.72916667 0.67605634 0.72535211],0.478991596638655,0.491596638655462,0.794463087248322,1,1,1,0.563380281690141,0.634920634920635,0.469246031746032,0.556776556776557,0.628099173553719,0.489263261990535,0.807541241162608,0.849586776859504,0.793617919945936
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.49479167 0.5        0.5625     0.43684211 0.57894737],0.459119496855346,0.553459119496855,0.608668341708543,0.656284760845384,0.617154811715481,0.676778242677824,0.422818791946309,0.372781065088757,0.464914022477265,0.5,0.473333333333333,0.549166666666667,0.579338284942606,0.538268506900878,0.608756894959873
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54,8, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.46354167 0.51578947 0.47894737 0.52631579 0.53684211],0.498422712933754,0.511041009463722,0.580075662042875,0.634854771784232,0.642857142857143,0.630252100840336,0.513761467889908,0.521739130434783,0.498049052396879,0.525993883792049,0.540880503144654,0.510946580686251,0.588380716934487,0.597989949748744,0.58000763310222
svm_model_N4_B48_E52_nb_zones_10_lab_svd,4,48,52,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.77731092 0.84033613 0.7605042  0.80252101 0.78151261],0.559888579387187,0.557103064066852,0.806603773584905,0.95644891122278,0.959663865546218,0.956302521008403,0.639269406392694,0.818713450292398,0.57159076769939,0.637813211845102,0.74468085106383,0.547779022023143,0.821825205214872,0.892033542976939,0.806603773584905
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52,8, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.63020833 0.68229167 0.6875     0.63157895 0.61578947],0.575471698113208,0.509433962264151,0.617462311557789,0.686390532544379,0.728033472803347,0.667364016736402,0.610951008645533,0.6625,0.574920886075949,0.546511627906977,0.602564102564102,0.511158594491928,0.642815249266862,0.690176322418136,0.617644552186512
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.46875    0.5        0.49473684 0.50526316 0.49473684],0.477987421383648,0.537735849056604,0.80314465408805,1,1,1,0.474683544303798,0.506756756756757,0.479848966613672,0.571428571428571,0.593939393939394,0.535531788472965,0.805951642901426,0.822784810126582,0.803267405063291
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.78321678 0.82517483 0.82167832 0.77272727 0.78671329],0.635983263598326,0.656903765690377,0.886792452830189,0.967697594501718,0.984615384615385,0.967132867132867,0.644897959183674,0.647540983606557,0.635736303769091,0.674603174603175,0.726495726495726,0.658329830460978,0.889344262295082,0.909853249475891,0.886792452830189
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdn,8,46,54,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.515625   0.44791667 0.4375     0.47395833 0.4375    ],0.525,0.5125,0.8075,1,1,1,0.522012578616352,0.560810810810811,0.527498428661219,0.5125,0.493975903614458,0.513221718040995,0.807259073842303,0.812342569269521,0.807536048902751
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.91608392 0.94755245 0.92307692 0.95104895 0.94014085],0.533333333333333,0.583333333333333,0.887840670859539,0.99859747545582,0.997198879551821,0.99859943977591,0.504424778761062,0.456,0.536695652173913,0.565217391304348,0.565217391304348,0.582608695652174,0.886291179596174,0.874213836477987,0.887840670859539
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdn,16,42,58,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.52777778 0.54166667 0.59027778 0.52777778 0.61111111],0.504166666666667,0.533333333333333,0.8075,1,1,1,0.466367713004484,0.448275862068966,0.502363737486096,0.555555555555556,0.564516129032258,0.532258064516129,0.806694560669456,0.803333333333333,0.8075
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.57291667 0.61979167 0.60416667 0.61458333 0.60416667],0.571875,0.59375,0.769375,0.893528183716075,0.891666666666667,0.89375,0.628726287262873,0.682352941176471,0.564509803921569,0.657894736842105,0.76219512195122,0.589430894308943,0.783831282952548,0.821867321867322,0.768440022256816
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.53521127 0.54225352 0.57746479 0.54225352],0.582278481012658,0.540084388185654,0.559865092748735,0.41635687732342,0.314606741573034,0.558988764044944,0.453038674033149,0.36283185840708,0.572544961461604,0.391061452513966,0.315315315315315,0.526705276705277,0.418708240534521,0.324137931034483,0.554808239444634
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40,12, low_bits_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.73263889 0.73958333 0.71527778 0.77622378 0.76223776],0.572033898305085,0.563559322033898,0.753668763102725,0.82860824742268,0.895543175487465,0.814763231197772,0.613026819923372,0.64,0.567747747747748,0.569037656903766,0.612612612612613,0.566306306306306,0.770955165692008,0.829140461215933,0.753668763102725
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65277778 0.61805556 0.58333333 0.6056338  0.68309859],0.592436974789916,0.563025210084034,0.768456375838926,0.895397489539749,0.896648044692737,0.895251396648045,0.607287449392713,0.657894736842105,0.595076400679117,0.587301587301587,0.621848739495798,0.563025210084034,0.773026315789474,0.795262267343486,0.768679386583557
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58,6, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.50704225 0.5        0.53521127 0.53521127 0.48571429],0.440677966101695,0.466101694915254,0.665254237288136,0.804005722460658,0.793785310734463,0.806497175141243,0.45,0.453781512605042,0.440565969977735,0.461538461538462,0.486486486486487,0.467243243243243,0.663256606990622,0.666095890410959,0.665262710306151
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.91319444 0.90972222 0.91258741 0.91958042 0.94755245],0.49789029535865,0.50210970464135,0.872117400419287,0.995121951219512,0.99581589958159,0.995118549511855,0.52589641434263,0.540983606557377,0.496578759800428,0.531746031746032,0.582608695652174,0.504419101924448,0.874097007223942,0.887840670859539,0.872117400419287
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.80555556 0.77430556 0.83566434 0.81818182 0.83916084],0.569620253164557,0.552742616033755,0.869496855345912,0.972051806407635,0.99442119944212,0.971408647140865,0.625,0.685483870967742,0.563980873536968,0.595419847328244,0.690265486725664,0.558842420782187,0.875562218890555,0.918238993710692,0.869496855345912
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.83566434 0.84265734 0.87062937 0.81468531 0.82042254],0.5875,0.495833333333333,0.833857442348008,0.932025227750525,0.931372549019608,0.932072829131653,0.585774058577406,0.578512396694215,0.5875755260782,0.466960352422908,0.445378151260504,0.495416348357525,0.832540940306392,0.825995807127883,0.833857442348008
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.54861111 0.48591549 0.52112676 0.50704225],0.525210084033613,0.5,0.689075630252101,0.805633802816901,0.801120448179272,0.80672268907563,0.515021459227468,0.483870967741936,0.527023203169213,0.466367713004484,0.456140350877193,0.498231465761177,0.682675814751286,0.66890756302521,0.689075630252101
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdne,26,0,26,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.9375     0.95104895 0.95454545 0.96853147 0.93706294],0.558823529411765,0.525210084033613,0.882075471698113,0.995108315863033,0.994413407821229,0.995111731843575,0.52914798206278,0.504273504273504,0.557921876103694,0.4321608040201,0.355371900826446,0.528113300840573,0.878575283324339,0.853249475890985,0.882075471698113
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.92307692 0.95454545 0.95104895 0.91608392 0.94014085],0.5375,0.495833333333333,0.873689727463312,0.993710691823899,0.995798319327731,0.993697478991597,0.51948051948052,0.487804878048781,0.538774233896185,0.485106382978723,0.487179487179487,0.495622263914947,0.872957301001581,0.867924528301887,0.873689727463312
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58,6, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.5        0.45774648 0.45070423 0.51408451],0.531645569620253,0.535864978902954,0.813659359190556,1,1,1,0.535564853556485,0.533333333333333,0.531623931623932,0.563492063492063,0.525925925925926,0.537472766884532,0.816292601828761,0.803600654664484,0.813974240375721
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94097222 0.88811189 0.91958042 0.90559441 0.91258741],0.512605042016807,0.474789915966386,0.872117400419287,0.997900629811057,0.995810055865922,0.997905027932961,0.585714285714286,0.672131147540984,0.50847936687394,0.524714828897338,0.594827586206897,0.477741661955907,0.876267748478702,0.905660377358491,0.872117400419287
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.94444444 0.91666667 0.96853147 0.92657343 0.95454545],0.59915611814346,0.586497890295359,0.892557651991614,0.991620111731844,0.99023709902371,0.99163179916318,0.585152838427948,0.572649572649573,0.598824786324786,0.573913043478261,0.55,0.586965811965812,0.891591750396615,0.883647798742138,0.892557651991614
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.515625   0.47894737 0.44210526 0.42631579 0.42105263],0.520504731861199,0.473186119873817,0.798865069356873,1,1,1,0.496688741721854,0.471698113207547,0.520659183186052,0.463022508038585,0.447204968944099,0.47360248447205,0.796166134185303,0.782663316582914,0.798926595000318
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svd,4,48,52,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.69747899 0.73529412 0.72268908 0.71428571 0.6779661 ],0.530555555555556,0.525,0.709643605870021,0.811619718309859,0.776094276094276,0.81986531986532,0.554089709762533,0.589887640449438,0.531207556488455,0.546419098143236,0.565934065934066,0.524540066674898,0.707188160676533,0.70125786163522,0.709643605870021
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67894737 0.65789474 0.62105263 0.65263158 0.61578947],0.528481012658228,0.509493670886076,0.765486725663717,0.927567567567568,0.903157894736842,0.929473684210526,0.549848942598187,0.558282208588957,0.527507117366374,0.495114006514658,0.477987421383648,0.509694347634499,0.762635956493922,0.747804265997491,0.765621878221675
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.75694444 0.79166667 0.75352113 0.73239437],0.495798319327731,0.533613445378151,0.791107382550335,0.975138121546961,0.986033519553073,0.974860335195531,0.555555555555556,0.619834710743802,0.493678039132585,0.571428571428571,0.632478632478632,0.535247580702126,0.801276935355147,0.842281879194631,0.791107382550336
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.91608392 0.92307692 0.92307692 0.91958042 0.90492958],0.516666666666667,0.483333333333333,0.871069182389937,0.995798319327731,0.995798319327731,0.995798319327731,0.491228070175439,0.466666666666667,0.516666666666667,0.398058252427184,0.341666666666667,0.483333333333333,0.867883995703545,0.846960167714885,0.871069182389937
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdn,40,0,40,12, low_bits_4_shifted_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.85763889 0.90277778 0.86805556 0.86713287 0.8951049 ],0.461864406779661,0.5,0.832285115303983,0.947220267417312,0.937325905292479,0.947771587743733,0.348717948717949,0.28099173553719,0.466582824290334,0.448598130841121,0.417391304347826,0.497951850521021,0.825136612021858,0.791404612159329,0.832285115303983
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.72083333 0.67083333 0.69327731 0.67226891 0.70588235],0.50140056022409,0.487394957983193,0.702830188679245,0.824232081911263,0.809045226130653,0.827470686767169,0.567961165048544,0.632432432432432,0.496448774355751,0.536708860759494,0.616279069767442,0.491923318667505,0.713491662455786,0.740041928721174,0.702830188679245
svm_model_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.890625   0.875      0.83684211 0.9        0.85789474],0.616352201257862,0.619496855345912,0.808176100628931,0.934599156118144,0.928721174004193,0.935010482180293,0.645348837209302,0.685185185185185,0.61502849002849,0.625386996904025,0.643312101910828,0.619792696918147,0.811145510835913,0.82286432160804,0.808157601610065
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.50520833 0.46354167 0.50520833 0.46842105 0.54736842],0.515723270440252,0.5,0.800879396984925,0.9958071278826,0.993723849372385,0.99581589958159,0.503225806451613,0.4875,0.515901898734177,0.488745980707396,0.449704142011834,0.503375560938803,0.798730158730159,0.779429987608426,0.801179961957079
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.77272727 0.79370629 0.78671329 0.88461538 0.82746479],0.529166666666667,0.491666666666667,0.821802935010482,0.924187725631769,0.896358543417367,0.926470588235294,0.538775510204082,0.540983606557377,0.528966379549875,0.504065040650407,0.525423728813559,0.492220061128091,0.818763326226013,0.80503144654088,0.821802935010482
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52,8, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.625      0.625      0.609375   0.58333333 0.609375  ],0.546875,0.55,0.765625,0.910041841004184,0.90625,0.910416666666667,0.501718213058419,0.486666666666667,0.543333333333333,0.555555555555556,0.552147239263804,0.549958969950373,0.761298535964354,0.754098360655738,0.765525016759096
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdn,16,42,58,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.48611111 0.52777778 0.5        0.48611111],0.541666666666667,0.433333333333333,0.795,1,1,1,0.533898305084746,0.543103448275862,0.541713014460512,0.408695652173913,0.398305084745763,0.43275909974993,0.792580101180438,0.791245791245791,0.794962829616295
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.45833333 0.54861111 0.63194444 0.47887324 0.57746479],0.478991596638655,0.504201680672269,0.796979865771812,1,1,1,0.460869565217391,0.469026548672566,0.478513274336283,0.463636363636364,0.447368421052632,0.501910016977929,0.792452830188679,0.78974358974359,0.796848730621383
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.54861111 0.50704225 0.50704225 0.5       ],0.521008403361345,0.53781512605042,0.811764705882353,1,1,1,0.521008403361345,0.539130434782609,0.521597737716508,0.525862068965517,0.539823008849557,0.537911504424779,0.810810810810811,0.82051282051282,0.811909302818394
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58,6, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.58450704 0.52112676 0.47887324 0.42253521],0.485232067510549,0.514767932489452,0.698988195615514,0.829545454545455,0.820224719101124,0.831460674157303,0.474137931034483,0.491071428571429,0.485535714285714,0.518828451882845,0.525423728813559,0.514812704742914,0.696170212765957,0.697952218430034,0.698976109215017
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.74166667 0.68333333 0.71428571 0.69327731 0.71848739],0.543417366946779,0.467787114845938,0.74895178197065,0.893220338983051,0.882747068676717,0.894472361809045,0.578811369509044,0.632768361581921,0.544161958568738,0.52970297029703,0.594444444444444,0.466713747645951,0.756976154236428,0.781970649895178,0.74895178197065
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.484375   0.52604167 0.48421053 0.51578947 0.44736842],0.515723270440252,0.515723270440252,0.806289308176101,1,1,1,0.538922155688623,0.526315789473684,0.514858575008951,0.503225806451613,0.541666666666667,0.517959770114942,0.807259073842303,0.814393939393939,0.806319776714514
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.484375   0.53125    0.5        0.43229167 0.53645833],0.5,0.515625,0.7975,0.990595611285266,0.9875,0.990625,0.506172839506173,0.503067484662577,0.49994138564339,0.520123839009288,0.549019607843137,0.517024773981449,0.798004987531172,0.804020100502513,0.797532438310958
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.50704225 0.52112676 0.48591549 0.45070423 0.55633803],0.470338983050848,0.550847457627119,0.804568527918782,1,1,1,0.454148471615721,0.452173913043478,0.469888609414301,0.554621848739496,0.559322033898305,0.550847457627119,0.803738317757009,0.804421768707483,0.804567786710644
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.44791667 0.49473684 0.45789474 0.44736842 0.53684211],0.511041009463722,0.482649842271293,0.795081967213115,0.993710691823899,0.995798319327731,0.993697478991597,0.523076923076923,0.537974683544304,0.511125706552026,0.514792899408284,0.572368421052632,0.486184210526316,0.799010513296228,0.821882951653944,0.795316475826972
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.45833333 0.484375   0.46315789 0.53157895 0.52105263],0.509433962264151,0.490566037735849,0.8,1,1,1,0.509433962264151,0.48502994011976,0.510726890589682,0.470588235294118,0.464516129032258,0.489926776172571,0.798479087452471,0.788485607008761,0.800058227018919
ensemble_model_N4_B48_E52_nb_zones_10_lab_svd,4,48,52,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.72083333 0.81932773 0.76470588 0.78991597 0.7605042 ],0.544692737430168,0.508379888268156,0.787735849056604,0.945273631840796,0.956375838926174,0.944630872483221,0.601466992665037,0.675824175824176,0.542457542457542,0.555555555555556,0.625,0.510302197802198,0.798607657881651,0.841719077568134,0.787735849056604
svm_model_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.93055556 0.89583333 0.90972222 0.93055556 0.85416667],0.570833333333333,0.525,0.785,0.942172073342736,0.927777777777778,0.943055555555556,0.630824372759857,0.704,0.56504347826087,0.558139534883721,0.605042016806723,0.52566150427113,0.792937399678973,0.817880794701987,0.78477932352549
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.90559441 0.89160839 0.92657343 0.93706294 0.9084507 ],0.6125,0.620833333333333,0.882075471698113,0.971268395234758,0.970588235294117,0.971288515406163,0.635294117647059,0.692307692307692,0.614446529080675,0.643137254901961,0.666666666666667,0.61965811965812,0.883840991223541,0.89727463312369,0.882075471698113
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93356643 0.95454545 0.92307692 0.94405594 0.94055944],0.602510460251046,0.602510460251046,0.898846960167715,0.997897687456202,0.995804195804196,0.997902097902098,0.668989547038328,0.80672268907563,0.603361344537815,0.682274247491639,0.85,0.601470588235294,0.904123199205166,0.953878406708595,0.898846960167715
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.48611111 0.52816901 0.46478873 0.48591549],0.449579831932773,0.533613445378151,0.794957983193277,0.997198879551821,0.997198879551821,0.997198879551821,0.451882845188285,0.524271844660194,0.458432218626393,0.561264822134387,0.563492063492063,0.531746031746032,0.797678275290216,0.820819112627986,0.79534333114843
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.52604167 0.55729167 0.57368421 0.56842105],0.528301886792453,0.525157232704403,0.673366834170854,0.773526370217167,0.782426778242678,0.77092050209205,0.539877300613497,0.533333333333333,0.528104575163399,0.523659305993691,0.525316455696203,0.525158227848101,0.677018633540373,0.68039950062422,0.673322379894916
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.84265734 0.86013986 0.81118881 0.83916084 0.80985915],0.654166666666667,0.675,0.895178197064989,0.973158981417756,0.990196078431373,0.972689075630252,0.71280276816609,0.824,0.646782608695652,0.713235294117647,0.843478260869565,0.681739130434783,0.900695134061569,0.950733752620545,0.89517819706499
ensemble_model_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85789474 0.86842105 0.81052632 0.87368421 0.82631579],0.55379746835443,0.575949367088608,0.799620733249052,0.95531914893617,0.945263157894737,0.95578947368421,0.617886178861789,0.745098039215686,0.559665584025021,0.668316831683168,0.794117647058823,0.558017727639001,0.814944541739638,0.87468671679198,0.798950501253133
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67368421 0.57368421 0.64210526 0.64736842 0.61052632],0.591772151898734,0.629746835443038,0.625790139064475,0.622270742358079,0.6,0.635789473684211,0.610271903323263,0.635220125786163,0.591495413211553,0.630914826498423,0.617283950617284,0.630070546737213,0.621483375959079,0.610552763819096,0.625887068932448
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.53645833 0.47395833 0.51578947 0.55263158 0.51578947],0.506289308176101,0.534591194968553,0.806918238993711,0.997899159663866,0.9958071278826,0.9979035639413,0.504731861198738,0.512820512820513,0.506410256410256,0.516339869281046,0.503184713375796,0.534201052340072,0.805079365079365,0.80253164556962,0.80689082278481
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.75       0.73958333 0.6875     0.69791667],0.55,0.6125,0.79875,0.942675159235669,0.925,0.94375,0.52,0.534246575342466,0.548732483073532,0.597402597402597,0.582278481012658,0.612126894827317,0.792258064516129,0.783163265306122,0.7984443777511
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.48611111 0.53521127 0.52816901 0.54929577 0.50704225],0.527426160337553,0.476793248945148,0.794266441821248,0.98876404494382,0.98876404494382,0.98876404494382,0.575757575757576,0.638655462184874,0.526954849736505,0.504,0.516393442622951,0.475588025659302,0.800978792822186,0.822445561139028,0.794075072589888
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.60526316 0.63157895 0.58947368 0.66315789 0.62234043],0.588607594936709,0.509493670886076,0.745569620253165,0.876451953537487,0.875527426160338,0.876582278481013,0.613095238095238,0.656050955414013,0.589031767015182,0.537313432835821,0.5625,0.508814102564103,0.751545117428925,0.768647281921618,0.745540370998832
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.50694444 0.50694444 0.59027778 0.57638889 0.45833333],0.508333333333333,0.533333333333333,0.806666666666666,0.997222222222222,0.997222222222222,0.997222222222222,0.546153846153846,0.541984732824427,0.504937320540654,0.559055118110236,0.57258064516129,0.531979977753059,0.811993517017828,0.814634146341463,0.806462372316031
ensemble_model_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.84722222 0.90277778 0.92253521 0.87323944 0.92957746],0.508403361344538,0.550420168067227,0.808403361344538,0.994413407821229,0.997198879551821,0.994397759103642,0.574545454545454,0.711711711711712,0.521210186564517,0.616487455197133,0.704918032786885,0.546424533634822,0.820472440944882,0.883050847457627,0.809025423728813
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.52112676 0.54929577 0.54929577 0.5        0.54225352],0.51271186440678,0.461864406779661,0.792724196277496,0.995792426367462,1,0.995774647887324,0.522821576763486,0.504,0.513261261261261,0.454935622317597,0.486238532110092,0.463591706999928,0.793597304128054,0.799660441426146,0.792747590021673
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svd,4,48,52,10, low_bits_4_shifted_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6625     0.71666667 0.64583333 0.68907563 0.67226891],0.51685393258427,0.575842696629213,0.798218029350105,0.947368421052632,0.933110367892977,0.948160535117057,0.524861878453039,0.513513513513513,0.516990674885412,0.572237960339943,0.590643274853801,0.576402718507982,0.79661912308505,0.790356394129979,0.798218029350105
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58,6, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.50704225 0.42957746 0.42253521 0.49295775 0.48591549],0.542372881355932,0.495762711864407,0.807952622673435,1,1,1,0.55,0.55,0.542241379310345,0.514285714285714,0.525,0.495258620689655,0.810041841004184,0.81344537815126,0.807915193334574
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.625      0.64788732 0.67605634 0.70422535],0.508403361344538,0.621848739495798,0.657142857142857,0.718092566619916,0.717086834733894,0.718487394957983,0.48,0.514285714285714,0.509022556390977,0.637096774193548,0.607692307692308,0.623290598290598,0.655986509274873,0.657094594594595,0.65714261502305
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.74166667 0.72083333 0.71008403 0.70168067 0.68907563],0.529411764705882,0.507002801120448,0.799266247379455,0.966921119592875,0.954773869346734,0.967336683417085,0.543478260869565,0.574712643678161,0.530525720746184,0.519125683060109,0.519125683060109,0.506689278311664,0.799790904338735,0.80188679245283,0.799266247379455
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.52777778 0.49305556 0.42957746 0.47887324 0.50704225],0.512605042016807,0.512605042016807,0.802521008403361,0.99581589958159,1,0.995798319327731,0.495652173913043,0.518181818181818,0.512997159090909,0.491228070175439,0.509090909090909,0.512357954545455,0.8,0.814558058925477,0.802874461762901
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdne,8,46,54,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.671875   0.69473684 0.7        0.65789474],0.525157232704403,0.515723270440252,0.679874213836478,0.779220779220779,0.754716981132076,0.786163522012579,0.529595015576324,0.555555555555556,0.526262626262626,0.567415730337079,0.597633136094675,0.510225964020492,0.682073703935041,0.683354192740926,0.679856615965912
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.64583333 0.63541667 0.61052632 0.65789474 0.66315789],0.512578616352201,0.525157232704403,0.661006289308176,0.760041194644696,0.773584905660377,0.755765199161426,0.531722054380665,0.511627906976744,0.512663268556865,0.514469453376206,0.509554140127389,0.524963405467421,0.665840049597024,0.666253101736973,0.660932673317466
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.65       0.625      0.62184874 0.68487395 0.71848739],0.551820728291317,0.568627450980392,0.645178197064989,0.676758682101514,0.636515912897823,0.695979899497487,0.574468085106383,0.63905325443787,0.556228754878509,0.598958333333333,0.611702127659574,0.566206093415586,0.640467339352098,0.632075471698113,0.645178197064989
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63,4, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.72916667 0.67021277 0.68085106 0.77659574 0.62765957],0.56687898089172,0.522292993630573,0.758269720101781,0.903490759753594,0.932203389830508,0.900423728813559,0.569620253164557,0.576923076923077,0.566942551119766,0.475524475524475,0.5,0.519662921348315,0.758883248730964,0.782722513089005,0.758935513970245
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.55789474 0.47368421 0.45789474 0.51578947 0.57894737],0.503164556962025,0.528481012658228,0.804677623261694,0.996832101372756,0.993684210526316,0.996842105263158,0.495176848874598,0.487341772151899,0.503164556962025,0.508250825082508,0.516778523489933,0.527850339589278,0.80204996796925,0.800511508951407,0.804630754475703
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26, zones, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.9375     0.93402778 0.96503497 0.96153846 0.96153846],0.523206751054852,0.510548523206751,0.878406708595388,0.997906489881368,0.99721059972106,0.997907949790795,0.64797507788162,0.838709677419355,0.507850413930916,0.625806451612903,0.858407079646018,0.525977733371396,0.887596899224806,0.960167714884696,0.878406708595388
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.92361111 0.92013889 0.95454545 0.88111888 0.93006993],0.594936708860759,0.582278481012658,0.883647798742138,0.980972515856237,0.97071129707113,0.981171548117155,0.582608695652174,0.577586206896552,0.594578227415218,0.552036199095023,0.504132231404959,0.583962667426617,0.881283422459893,0.863731656184486,0.883647798742138
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdne,16,42,58,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.72222222 0.79166667 0.77777778 0.79577465],0.523012552301255,0.506276150627615,0.720735785953177,0.852173913043478,0.818941504178273,0.857938718662953,0.528925619834711,0.633663366336634,0.53784617592194,0.581560283687943,0.630769230769231,0.494283697953423,0.724876441515651,0.745762711864407,0.721066174414051
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58,6, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.79577465 0.80985915 0.81690141 0.78873239 0.75      ],0.508474576271186,0.555084745762712,0.766101694915254,0.919941775836972,0.892655367231638,0.922316384180791,0.491228070175439,0.451612903225806,0.511520737327189,0.511627906976744,0.486725663716814,0.552305921289301,0.755752212389381,0.722504230118443,0.766175714380104
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.95104895 0.95104895 0.94055944 0.92307692 0.95422535],0.554166666666667,0.5625,0.886268343815514,0.996496145760336,0.995798319327731,0.996498599439776,0.59622641509434,0.652892561983471,0.553337037294257,0.609665427509294,0.689075630252101,0.56354607958886,0.88934217236104,0.914046121593291,0.886268343815514
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.859375   0.8125     0.88541667 0.88541667 0.80208333],0.60625,0.59375,0.8175,0.961620469083156,0.939583333333333,0.9625,0.588235294117647,0.542168674698795,0.608746675011735,0.545454545454545,0.490566037735849,0.593109105824446,0.809150326797386,0.768944099378882,0.817805383022774
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65546218 0.70168067 0.66806723 0.68487395 0.64285714],0.562674094707521,0.557103064066852,0.810796645702306,0.961896697713802,0.954621848739496,0.96218487394958,0.574525745257453,0.627218934911243,0.56624104640299,0.578249336870027,0.573684210526316,0.556072874493927,0.812662169174883,0.820754716981132,0.810796645702306
svm_model_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.80555556 0.83680556 0.79020979 0.78671329 0.77972028],0.531645569620253,0.523206751054852,0.784067085953878,0.86094674556213,0.811715481171548,0.868898186889819,0.067226890756303,0.034782608695652,0.517391304347826,0.137404580152672,0.073770491803279,0.536885245901639,0.742821473158552,0.623689727463312,0.784067085953878
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58, zones, lab, svdne,720,240,240,0.6,0.2,0.2, [0.88888889 0.85416667 0.90277778 0.875      0.83333333],0.5875,0.520833333333333,0.8025,0.96728307254623,0.944444444444444,0.968055555555556,0.59919028340081,0.592,0.587304347826087,0.555984555984556,0.576,0.518434782608696,0.803970223325062,0.79672131147541,0.802597943873298
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58,6, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.77464789 0.78169014 0.78169014 0.80985915],0.544303797468354,0.548523206751055,0.744519392917369,0.874643874643875,0.862359550561798,0.876404494382022,0.605839416058394,0.62406015037594,0.533183921341816,0.590038314176245,0.592307692307692,0.543817397555715,0.755052546483428,0.754442649434572,0.744064358226986
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.58333333 0.66666667 0.66842105 0.56842105],0.578616352201258,0.594339622641509,0.775753768844221,0.904276985743381,0.928870292887029,0.901673640167364,0.562091503267974,0.514970059880239,0.581988341198398,0.56271186440678,0.525316455696203,0.593908227848101,0.774478837650032,0.763387297633873,0.77586348405141
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.484375   0.50520833 0.5        0.49479167 0.53645833],0.4875,0.478125,0.789375,0.993736951983299,0.991666666666667,0.99375,0.493827160493827,0.481927710843373,0.487717102174934,0.448844884488449,0.438709677419355,0.476930596285435,0.787381703470032,0.779026217228464,0.789387952168675
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.83333333 0.8006993  0.81118881 0.77272727 0.7972028 ],0.680672268907563,0.642857142857143,0.812893081761006,0.871559633027523,0.92877094972067,0.863128491620112,0.691056910569106,0.720338983050847,0.681002824858757,0.650205761316872,0.658333333333333,0.642725988700565,0.822828784119107,0.868972746331237,0.812893081761006
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svd,4,48,52, zones, lab, svd,1188,396,396,0.6,0.2,0.2, [0.71848739 0.76890756 0.80672269 0.75210084 0.69067797],0.538888888888889,0.55,0.808176100628931,0.967521367521367,0.952861952861953,0.968013468013468,0.572164948453608,0.603260869565217,0.537425889328063,0.569148936170213,0.607954545454545,0.551259881422925,0.810754912099276,0.821802935010482,0.808176100628931
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69791667 0.67708333 0.71875    0.75       0.67894737],0.4858934169279,0.532915360501567,0.667919799498747,0.753128555176337,0.691022964509395,0.773486430062631,0.442176870748299,0.403726708074534,0.486673480619545,0.538699690402477,0.527272727272727,0.533116883116883,0.64572192513369,0.6,0.668520859671302
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.47395833 0.5        0.54210526 0.50526316],0.522012578616352,0.459119496855346,0.79622641509434,1,1,1,0.486486486486487,0.45859872611465,0.521224828895834,0.414965986394558,0.401315789473684,0.456681991122384,0.790155440414508,0.776081424936387,0.796000911473169
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.70833333 0.69791667 0.65625    0.6875    ],0.51875,0.54375,0.79375,0.968944099378882,0.975,0.96875,0.533333333333333,0.536585365853659,0.518292682926829,0.568047337278107,0.558139534883721,0.542583280955374,0.798041615667075,0.799019607843137,0.793642456982793
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.8951049  0.87412587 0.88811189 0.87762238 0.85915493],0.625,0.633333333333333,0.893605870020964,0.982674982674983,0.992997198879552,0.98249299719888,0.642857142857143,0.680672268907563,0.62546010139593,0.633333333333333,0.628099173553719,0.633377317869297,0.895090439276486,0.907756813417191,0.893605870020964
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76056338 0.71830986 0.82394366 0.71126761 0.73943662],0.470338983050848,0.533898305084746,0.713197969543147,0.844776119402985,0.797183098591549,0.853521126760563,0.418604651162791,0.357142857142857,0.478571428571429,0.513274336283186,0.464,0.538306306306306,0.694869486948695,0.636963696369637,0.715183237073707
svm_model_N26_B37_E63_nb_zones_4_lab_svd,26,37,63,4, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.88297872 0.96808511 0.90425532 0.94680851 0.93617021],0.512820512820513,0.525641025641026,0.808184143222506,1,1,1,0.623762376237624,0.875,0.538690476190476,0.63,0.759036144578313,0.509655058590526,0.827981651376147,0.925641025641026,0.808483778126635
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58,6, low_bits_3, svdne,708,236,236,0.6,0.2,0.2, [0.55633803 0.64788732 0.59859155 0.62676056 0.65714286],0.559322033898305,0.622881355932203,0.801694915254237,0.941007194244604,0.923728813559322,0.942090395480226,0.638888888888889,0.73015873015873,0.546897546897547,0.687719298245614,0.816666666666667,0.619540229885057,0.815457413249211,0.861666666666667,0.80066091954023
ensemble_model_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.93706294 0.91258741 0.90559441 0.93706294 0.94366197],0.533333333333333,0.470833333333333,0.873165618448637,0.997894736842105,0.995798319327731,0.997899159663866,0.461538461538462,0.403361344537815,0.532259184665602,0.398104265402844,0.347107438016529,0.471873046739357,0.868763557483731,0.839622641509434,0.873165618448637
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.41666667 0.38194444 0.44444444 0.50694444 0.45833333],0.525,0.458333333333333,0.796666666666667,1,1,1,0.504347826086956,0.547169811320755,0.52731624894396,0.439655172413793,0.432203389830509,0.457904973603779,0.793570219966159,0.803082191780822,0.796833303682619
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,1434,478,478,0.6,0.2,0.2, [0.97222222 0.95486111 0.95454545 0.95104895 0.96503497],0.535864978902954,0.535864978902954,0.880503144654088,0.99442119944212,0.99442119944212,0.99442119944212,0.60431654676259,0.65625,0.525372706422018,0.53781512605042,0.587155963302752,0.539671731651376,0.883076923076923,0.90251572327044,0.880503144654088
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.86458333 0.82291667 0.87234043 0.86170213 0.87234043],0.512658227848101,0.5,0.80253164556962,1,1,1,0.592592592592593,0.727272727272727,0.517957351290685,0.56353591160221,0.6375,0.498237179487179,0.815165876777251,0.873096446700508,0.80270983951187
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.94444444 0.94097222 0.94755245 0.95104895 0.93706294],0.523206751054852,0.582278481012658,0.885744234800839,0.99581589958159,0.99581589958159,0.99581589958159,0.592057761732852,0.666666666666667,0.517543859649123,0.617760617760618,0.701754385964912,0.586649550706033,0.889340101522843,0.918238993710692,0.885744234800839
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.94791667 0.92013889 0.90559441 0.93356643 0.93356643],0.50210970464135,0.527426160337553,0.866352201257862,0.982480728801682,0.97768479776848,0.982566248256625,0.48695652173913,0.478632478632479,0.501816239316239,0.525423728813559,0.516666666666667,0.527564102564102,0.865293185419968,0.858490566037736,0.866352201257862
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.875      0.87412587 0.86363636 0.86363636 0.8986014 ],0.554621848739496,0.483193277310924,0.871069182389937,0.98815331010453,0.990223463687151,0.988128491620112,0.5,0.424,0.561557522123894,0.411483253588517,0.380530973451327,0.478265486725664,0.867456896551724,0.843815513626834,0.871069182389937
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.97552448 0.94055944 0.94405594 0.96153846 0.95070423],0.520833333333333,0.533333333333333,0.878930817610063,0.997191011235955,0.994397759103642,0.997198879551821,0.552529182879377,0.596638655462185,0.521459823598861,0.582089552238806,0.644628099173554,0.532398083200222,0.88147768086198,0.90041928721174,0.878930817610063
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdne,8,46,54,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71578947 0.75789474 0.74210526 0.74736842 0.77894737],0.569620253164557,0.471518987341772,0.798988621997472,0.984260230849948,0.987368421052632,0.984210526315789,0.611428571428571,0.690322580645161,0.571869364856742,0.539944903581267,0.620253164556962,0.471518987341772,0.809123649459784,0.855329949238579,0.79920149854876
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.6875     0.76842105 0.75789474 0.70526316 0.71052632],0.55205047318612,0.504731861198738,0.798865069356873,0.978902953586498,0.974789915966386,0.978991596638656,0.582352941176471,0.626582278481013,0.55228484993233,0.574525745257453,0.63855421686747,0.498085055453602,0.807483403741702,0.83625,0.798532124681934
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdne,32,0,32,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94055944 0.90559441 0.94055944 0.91958042 0.95454545],0.589958158995816,0.589958158995816,0.875786163522013,0.971187631763879,0.966433566433566,0.971328671328671,0.588235294117647,0.583333333333333,0.589985994397759,0.573913043478261,0.554621848739496,0.589810924369748,0.874669487043892,0.866876310272536,0.875786163522012
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdne,16,42,58,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.77083333 0.88888889 0.79861111 0.77777778 0.85416667],0.591666666666667,0.554166666666667,0.821666666666667,0.987482614742698,0.986111111111111,0.9875,0.611111111111111,0.641666666666667,0.591666666666667,0.590038314176245,0.636363636363636,0.553475935828877,0.826298701298701,0.846921797004992,0.821624504512513
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.81690141 0.87323944 0.74647887 0.85915493 0.77464789],0.559322033898305,0.610169491525424,0.829103214890017,0.991477272727273,0.983098591549296,0.991549295774648,0.577235772357724,0.62280701754386,0.56140350877193,0.616666666666667,0.660714285714286,0.612615207373272,0.830252100840336,0.85025817555938,0.82945521090781
ensemble_model_N26_B37_E63_nb_zones_4_lab_svd,26,37,63,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.98958333 0.90625    0.94791667 0.96875   ],0.5625,0.5625,0.825,1,1,1,0.602272727272727,0.779411764705882,0.59079283887468,0.642857142857143,0.777777777777778,0.559774964838256,0.835680751173709,0.915167095115681,0.827413231256137
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.74475524 0.72727273 0.72027972 0.68181818 0.76056338],0.6375,0.6875,0.885220125786164,0.961198093941457,0.988795518207283,0.960084033613445,0.647773279352227,0.720720720720721,0.643306096794469,0.727272727272727,0.775193798449612,0.680389692017599,0.890005022601708,0.928721174004193,0.885220125786163
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.45833333 0.44680851 0.4787234  0.5212766 ],0.544303797468354,0.5,0.568354430379747,0.59915611814346,0.59915611814346,0.59915611814346,0.55,0.578947368421053,0.545571245186136,0.483660130718954,0.486842105263158,0.499518613607189,0.566709021601016,0.573264781491003,0.568427901967446
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.61458333 0.57291667 0.59375    0.63541667],0.63125,0.625,0.63125,0.645161290322581,0.666666666666667,0.633333333333333,0.61437908496732,0.652777777777778,0.633207070707071,0.625,0.684931506849315,0.629822075263738,0.635352286773795,0.667532467532468,0.632561414489125
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.84722222 0.81944444 0.88888889 0.86619718 0.83802817],0.546218487394958,0.512605042016807,0.786073825503356,0.956399437412096,0.949720670391062,0.956703910614525,0.564516129032258,0.593220338983051,0.546610169491525,0.553846153846154,0.585365853658537,0.510074231177094,0.790812141099262,0.804674457429048,0.785979724498673
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58854167 0.65625    0.671875   0.71354167 0.67368421],0.498432601880878,0.479623824451411,0.600250626566416,0.69825918762089,0.753653444676409,0.674321503131524,0.526627218934911,0.517441860465116,0.496816168327796,0.464516129032258,0.5,0.481428571428571,0.620689655172414,0.656603773584906,0.600461687042141
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63,4, low_bits_5, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.86170213 0.90425532 0.94680851 0.91489362 0.92553191],0.512820512820513,0.564102564102564,0.809462915601023,0.989293361884368,0.982978723404255,0.98936170212766,0.608247422680412,0.7375,0.506907894736842,0.653061224489796,0.810126582278481,0.560907446983396,0.826137689614936,0.898477157360406,0.80877466115443
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svd,26,37,63,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.89583333 0.91666667 0.91666667 0.82978723 0.87234043],0.531645569620253,0.537974683544304,0.813131313131313,0.997894736842105,0.995798319327731,0.997899159663866,0.650943396226415,0.811764705882353,0.508622078968574,0.66046511627907,0.876543209876543,0.529180695847362,0.835920177383592,0.933168316831683,0.810656323364295
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.96503497 0.94055944 0.94405594 0.91258741 0.93706294],0.589958158995816,0.506276150627615,0.874213836477987,0.983122362869198,0.977622377622378,0.983216783216783,0.628787878787879,0.709401709401709,0.592405772733642,0.556390977443609,0.60655737704918,0.504133389379291,0.877049180327869,0.89727463312369,0.874213836477987
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.675      0.66386555 0.71008403 0.67647059 0.64285714],0.553072625698324,0.555865921787709,0.791928721174004,0.933447098976109,0.917785234899329,0.934563758389262,0.550561797752809,0.597560975609756,0.556512446567765,0.599496221662468,0.61340206185567,0.550603469952225,0.793766233766234,0.80083857442348,0.791928721174004
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.80208333 0.85416667 0.76041667 0.72916667],0.51875,0.50625,0.78875,0.972515856236786,0.958333333333333,0.972916666666667,0.554913294797688,0.623376623376623,0.522531685182288,0.586387434554974,0.608695652173913,0.488171355498721,0.798088410991637,0.816625916870416,0.788108354854645
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72916667 0.71666667 0.675      0.69583333 0.72268908],0.585915492957746,0.523943661971831,0.791404612159329,0.930034129692833,0.909849749582638,0.931552587646077,0.578796561604585,0.567415730337079,0.585967752174189,0.510144927536232,0.497175141242938,0.523868469497873,0.786709539121115,0.769392033542977,0.791404612159329
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.89583333 0.875      0.86458333 0.91489362 0.89361702],0.455696202531646,0.556962025316456,0.803030303030303,1,1,1,0.561224489795918,0.743243243243243,0.472812097812098,0.672897196261682,0.878048780487805,0.544287548138639,0.82392776523702,0.926395939086294,0.80365023084968
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40,12, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.87062937 0.83916084 0.83916084 0.84615385 0.83916084],0.581589958158996,0.573221757322176,0.883647798742138,0.986111111111111,0.993006993006993,0.986013986013986,0.62962962962963,0.732758620689655,0.585891505466779,0.648275862068966,0.764227642276423,0.567458648724418,0.889,0.931865828092243,0.883647798742138
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.71527778 0.66666667 0.63888889 0.70833333 0.64583333],0.5875,0.579166666666667,0.7925,0.931468531468532,0.925,0.931944444444444,0.521739130434783,0.482142857142857,0.580915178571429,0.516746411483253,0.453781512605042,0.578130425724009,0.779840848806366,0.746192893401015,0.791815658523168
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.55729167 0.59375    0.55263158 0.6        0.58421053],0.544025157232704,0.60377358490566,0.769811320754717,0.900938477580813,0.905660377358491,0.90041928721174,0.487632508833922,0.428571428571429,0.545495905368517,0.58,0.527272727272727,0.606773618538324,0.762645914396887,0.732254047322541,0.770193097358856
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.61805556 0.59027778 0.5915493  0.62676056 0.66901408],0.508403361344538,0.567226890756302,0.750420168067227,0.894952251023192,0.918767507002801,0.892156862745098,0.526315789473684,0.580357142857143,0.512400793650794,0.625454545454545,0.699186991869919,0.562636974195829,0.763346613545817,0.809121621621622,0.750714656964657
svm_model_N16_B42_E58_nb_zones_8_lab_svd,16,42,58,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.88020833 0.86979167 0.89583333 0.86458333 0.92631579],0.586206896551724,0.570532915360501,0.795739348370927,0.939936775553214,0.931106471816284,0.940501043841336,0.652631578947368,0.765432098765432,0.583352992057875,0.611898016997167,0.683544303797468,0.571585816495007,0.806183115338882,0.848560700876095,0.795673073148211
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.734375   0.65104167 0.703125   0.65263158],0.526645768025078,0.58307210031348,0.667293233082707,0.740818467995803,0.736951983298539,0.742171189979123,0.529595015576324,0.482954545454546,0.531687062937063,0.549152542372881,0.532894736842105,0.580818625906083,0.661567877629063,0.643122676579926,0.6675689428527
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.63333333 0.61666667 0.62605042 0.66386555 0.64285714],0.579831932773109,0.529411764705882,0.607966457023061,0.687045123726346,0.790619765494137,0.639865996649916,0.585635359116022,0.595505617977528,0.579875714016697,0.553191489361702,0.581005586592179,0.52926683823991,0.645833333333333,0.714884696016772,0.607966457023061
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.76315789 0.81052632 0.80526316 0.74736842 0.75531915],0.503164556962025,0.534810126582278,0.789873417721519,0.970464135021097,0.970464135021097,0.970464135021097,0.539589442815249,0.567901234567901,0.501483084816418,0.578796561604584,0.660130718954248,0.538654316532339,0.797313797313797,0.827629911280101,0.789921150330316
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75       0.67605634 0.61267606 0.64084507 0.61971831],0.514767932489452,0.556962025316456,0.616357504215852,0.660894660894661,0.643258426966292,0.669943820224719,0.484304932735426,0.453781512605042,0.51502634952286,0.455958549222798,0.427184466019418,0.541950441964933,0.589720468890893,0.565743944636678,0.615108814423602
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svd,26,37,63, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.91666667 0.91666667 0.9375     0.94791667 0.92553191],0.60377358490566,0.660377358490566,0.853015075376884,1,1,1,0.663101604278075,0.71264367816092,0.592432950191571,0.682352941176471,0.69047619047619,0.658571428571429,0.859880239520958,0.875609756097561,0.852312650069506
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.65416667 0.72916667 0.63333333 0.62184874],0.526760563380282,0.509859154929577,0.785639412997903,0.944026733500417,0.943238731218698,0.944073455759599,0.514450867052023,0.52046783625731,0.526538265954742,0.502857142857143,0.478260869565217,0.511060259344012,0.783940834653988,0.777777777777778,0.785639412997903
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.63541667 0.62765957 0.71276596 0.67021277],0.715189873417722,0.575949367088608,0.80506329113924,0.911016949152542,0.907172995780591,0.911392405063291,0.739884393063584,0.780487804878049,0.712612323491656,0.573248407643312,0.569620253164557,0.575949367088608,0.807980049875312,0.814070351758794,0.804994359552866
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63,4, low_bits_3, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.5        0.44680851 0.58510638 0.5       ],0.519230769230769,0.544871794871795,0.813299232736573,1,1,1,0.489795918367347,0.455696202531646,0.520055893473615,0.541935483870968,0.567567567567568,0.545978905735003,0.810880829015544,0.806701030927835,0.813248992621278
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.875      0.86458333 0.89583333 0.93617021 0.91489362],0.588607594936709,0.537974683544304,0.821969696969697,0.993684210526316,0.991596638655462,0.993697478991597,0.596273291925466,0.657534246575342,0.593473005640612,0.557575757575757,0.575,0.5375,0.823970037453183,0.843989769820972,0.822244261469089
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svd,26,37,63,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.91666667 0.86458333 0.90625    0.92553191],0.559748427672956,0.522012578616352,0.816582914572864,1,1,1,0.623655913978495,0.69047619047619,0.551904761904762,0.58695652173913,0.73972602739726,0.538467664861421,0.827830188679245,0.886363636363636,0.816931818181818
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdn,40,0,40,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84265734 0.87762238 0.87062937 0.89160839 0.90559441],0.502092050209205,0.514644351464435,0.866352201257862,0.986130374479889,0.994405594405594,0.986013986013986,0.564102564102564,0.636363636363636,0.500385208012327,0.524590163934426,0.542372881355932,0.514988093570528,0.869831546707504,0.893081761006289,0.866352201257862
svm_model_N8_B46_E54_nb_zones_10_lab_svd,8,46,54,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.8697479  0.84453782 0.88235294 0.87815126 0.87288136],0.608333333333333,0.625,0.828092243186583,0.956302521008403,0.957912457912458,0.956228956228956,0.681715575620768,0.883040935672515,0.621414647730437,0.703296703296703,0.846560846560847,0.613338902812587,0.842911877394636,0.922431865828092,0.828092243186583
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.8125     0.77083333 0.84375    0.89583333 0.84375   ],0.45,0.49375,0.7875,0.997912317327766,0.995833333333333,0.997916666666667,0.476190476190476,0.506329113924051,0.450695421159556,0.542372881355932,0.558139534883721,0.48852922690132,0.79368932038835,0.807407407407407,0.787248007501172
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83802817 0.79577465 0.84507042 0.8028169  0.83802817],0.584745762711864,0.538135593220339,0.811336717428088,0.977337110481586,0.971830985915493,0.977464788732394,0.6171875,0.6171875,0.581741898148148,0.565737051792829,0.62280701754386,0.540911705493241,0.816158285243199,0.829145728643216,0.811154060902805
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.47395833 0.453125   0.49473684 0.50526316 0.44210526],0.487421383647799,0.522012578616352,0.80062893081761,0.9979035639413,0.9979035639413,0.9979035639413,0.482539682539683,0.452380952380952,0.48952380952381,0.533742331288344,0.540372670807453,0.521778692091625,0.801253918495298,0.792803970223325,0.80073871980554
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77777778 0.88888889 0.78472222 0.84027778 0.85211268],0.468619246861925,0.493723849372385,0.789297658862876,0.994459833795014,1,0.994428969359331,0.48995983935743,0.5,0.467948717948718,0.437209302325581,0.479591836734694,0.491568968012737,0.78752107925801,0.806563039723661,0.789829331855348
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.85416667 0.89583333 0.76041667 0.85416667 0.82291667],0.6125,0.41875,0.79375,0.978991596638655,0.970833333333333,0.979166666666667,0.659340659340659,0.75,0.6125,0.422360248447205,0.425,0.41875,0.798534798534799,0.8175,0.79375
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32,12, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94444444 0.91958042 0.91608392 0.9020979  0.91608392],0.651260504201681,0.65546218487395,0.906708595387841,0.99092812281926,0.991620111731844,0.990921787709497,0.658436213991769,0.655737704918033,0.651144714527982,0.640350877192982,0.629310344827586,0.654819106840023,0.906512605042017,0.90461215932914,0.90670859538784
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6375     0.65       0.69583333 0.7        0.61764706],0.546478873239437,0.464788732394366,0.768343815513627,0.924103419516264,0.924874791318865,0.924040066777963,0.596491228070175,0.657458563535912,0.544246523147266,0.522613065326633,0.597701149425287,0.467358862005461,0.778557114228457,0.814465408805031,0.768343815513627
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.88888889 0.86111111 0.85915493 0.82394366 0.81690141],0.525210084033613,0.53781512605042,0.800840336134454,0.980225988700565,0.971988795518207,0.980392156862745,0.553359683794466,0.603448275862069,0.527133973996608,0.573643410852713,0.649122807017544,0.542303338992643,0.80557834290402,0.836456558773424,0.80131285650114
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40,12, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.89236111 0.88111888 0.8951049  0.91258741 0.8951049 ],0.508403361344538,0.487394957983193,0.868972746331237,0.99236641221374,0.998603351955307,0.99231843575419,0.561797752808989,0.619834710743802,0.506498551953097,0.483050847457627,0.487179487179487,0.487391396482306,0.871399176954732,0.887840670859539,0.868972746331237
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,954,318,318,0.6,0.2,0.2, [0.72916667 0.796875   0.66842105 0.71578947 0.77894737],0.569182389937107,0.569182389937107,0.811320754716981,0.9723991507431,0.960167714884696,0.972746331236897,0.611898016997167,0.642857142857143,0.564761904761905,0.593471810089021,0.662251655629139,0.57364079787445,0.816176470588235,0.836683417085427,0.811288811817273
svm_model_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.89583333 0.86458333 0.83333333 0.82291667 0.84375   ],0.525,0.55625,0.81625,1,1,1,0.591397849462366,0.705128205128205,0.529393370856786,0.628272251308901,0.769230769230769,0.561444652908068,0.828471411901984,0.896464646464647,0.817044204420442
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.74479167 0.78645833 0.796875   0.75       0.8       ],0.605015673981191,0.489028213166144,0.799498746867168,0.96712619300106,0.951983298538622,0.967640918580376,0.64804469273743,0.768211920529801,0.613272626931567,0.519174041297935,0.564102564102564,0.490640239106497,0.804878048780488,0.839694656488549,0.800094241824522
svm_model_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.54583333 0.54583333 0.5210084  0.55042017 0.5210084 ],0.49859943977591,0.523809523809524,0.562368972746331,0.55083179297597,0.499162479061976,0.592964824120603,0.506887052341598,0.502732240437158,0.498492557000189,0.519774011299435,0.528735632183908,0.523930657622009,0.535853251806559,0.505241090146751,0.562368972746331
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.625      0.63541667 0.66666667 0.63541667 0.66666667],0.5875,0.55,0.79625,0.948453608247423,0.958333333333333,0.947916666666667,0.571428571428571,0.54320987654321,0.588060634474137,0.544303797468354,0.551282051282051,0.550031269543465,0.795483061480552,0.794486215538847,0.79624560153501
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.86458333 0.91666667 0.89583333 0.90625    0.91666667],0.5375,0.53125,0.81,0.993736951983299,0.991666666666667,0.99375,0.618556701030928,0.72289156626506,0.530276951963699,0.594594594594595,0.6875,0.53125,0.822843822843823,0.875930521091811,0.809501784475377
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75694444 0.75       0.8125     0.79861111 0.79577465],0.518828451882845,0.460251046025105,0.766722408026756,0.950773558368495,0.94150417827298,0.95125348189415,0.566037735849057,0.630252100840336,0.519292717086835,0.537634408602151,0.5859375,0.450626407657658,0.777689243027889,0.805280528052805,0.766199586060301
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,480,160,160,0.6,0.2,0.2, [0.85416667 0.83333333 0.84375    0.84375    0.875     ],0.5,0.55,0.80125,0.985200845665962,0.970833333333333,0.985416666666667,0.5,0.533333333333333,0.501960784313726,0.595505617977528,0.630952380952381,0.545739348370927,0.803945745992602,0.817042606516291,0.801289383058644
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.53125    0.41489362 0.5        0.5        0.44680851],0.445859872611465,0.471337579617834,0.78117048346056,0.995744680851064,0.991525423728814,0.995762711864407,0.452830188679245,0.409090909090909,0.450922266139658,0.477987421383648,0.493506493506493,0.471753246753247,0.781725888324873,0.768079800498753,0.781442497651974
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.59895833 0.61052632 0.58421053 0.53157895],0.575471698113208,0.625786163522013,0.805660377358491,0.941675503711559,0.930817610062893,0.942348008385744,0.505494505494506,0.442307692307692,0.573005698005698,0.564102564102564,0.493589743589744,0.623338081671415,0.792478173270651,0.747782002534854,0.805226831479662
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.8125     0.87234043 0.85106383 0.88297872 0.84042553],0.490445859872611,0.43312101910828,0.772264631043257,0.978723404255319,0.974576271186441,0.978813559322034,0.56989247311828,0.67948717948718,0.491642323920805,0.497175141242938,0.602739726027397,0.444227005870842,0.785114045618247,0.844961240310077,0.773357813137495
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.48958333 0.53125    0.47916667 0.5212766  0.53191489],0.550632911392405,0.5,0.521464646464646,0.668596237337193,0.970588235294117,0.51890756302521,0.705394190871369,0.988372093023256,0.508074935400517,0.663829787234043,1,0.50625,0.675235646958012,0.980099502487562,0.514408725602755
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61267606 0.64084507 0.58450704 0.63380282 0.59859155],0.550847457627119,0.61864406779661,0.791032148900169,0.928067700987306,0.926760563380281,0.928169014084507,0.509259259259259,0.504587155963303,0.547569168532832,0.590909090909091,0.550847457627119,0.61864406779661,0.784279475982533,0.771477663230241,0.79073883161512
ensemble_model_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.85416667 0.90625    0.88541667 0.87234043],0.515723270440252,0.477987421383648,0.796482412060301,0.995833333333333,1,0.99581589958159,0.609137055837564,0.779220779220779,0.523756731073804,0.582914572864322,0.794520547945205,0.5019114367633,0.815068493150685,0.917737789203085,0.799163734896383
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.640625   0.71354167 0.72395833 0.63157895 0.68421053],0.575471698113208,0.509433962264151,0.785804020100502,0.947368421052632,0.941422594142259,0.947698744769874,0.599406528189911,0.643312101910828,0.576314436048582,0.538461538461538,0.558282208588957,0.508173362358995,0.790153846153846,0.804511278195489,0.785756898543588
ensemble_model_N16_B42_E58_nb_zones_8_lab_svd,16,42,58,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.92708333 0.88020833 0.91578947 0.86842105 0.92105263],0.528301886792453,0.518867924528302,0.79937106918239,0.98326359832636,0.985324947589098,0.983228511530398,0.625,0.822368421052632,0.540702282815472,0.620347394540943,0.796178343949045,0.522312774458994,0.818646958499147,0.916030534351145,0.800676958717861
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.79166667 0.66145833 0.74210526 0.72631579 0.74736842],0.534591194968553,0.544025157232704,0.79748427672956,0.969181721572795,0.955974842767296,0.969601677148847,0.506666666666667,0.513513513513513,0.533227344992051,0.545454545454546,0.517857142857143,0.545595238095238,0.793589743589744,0.780580075662043,0.797441857153481
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.47916667 0.57291667 0.5625     0.61702128],0.50314465408805,0.578616352201258,0.554020100502513,0.609345794392523,0.682008368200837,0.562761506276151,0.568306010928962,0.584269662921348,0.492134831460674,0.617142857142857,0.666666666666667,0.576923076923077,0.602463605823068,0.657701711491443,0.551073077967943
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.76041667 0.63541667 0.74468085 0.73404255],0.506329113924051,0.436708860759494,0.641414141414141,0.747300215982721,0.726890756302521,0.754201680672269,0.518518518518518,0.552631578947368,0.508023106546855,0.50828729281768,0.528735632183908,0.42633964707787,0.647642679900744,0.650872817955112,0.641293186471162
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69270833 0.65263158 0.64210526 0.6        0.61578947],0.56782334384858,0.583596214511041,0.619798234552333,0.690740740740741,0.783613445378151,0.649159663865546,0.636604774535809,0.8,0.579640718562874,0.650793650793651,0.740963855421687,0.575779940955876,0.671389645776567,0.777777777777778,0.619997201231458
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.91958042 0.8986014  0.91958042 0.9020979  0.88461538],0.602510460251046,0.539748953974895,0.886792452830189,0.992345163535143,0.997202797202797,0.992307692307692,0.644194756554307,0.741379310344828,0.606462012895991,0.580152671755725,0.617886178861789,0.537391365292963,0.890132248219735,0.917190775681342,0.886792452830189
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.625      0.44791667 0.53125    0.58333333 0.52083333],0.5625,0.4875,0.5425,0.597744360902256,0.6625,0.554166666666667,0.597701149425287,0.65,0.5625,0.493827160493827,0.563380281690141,0.495173286912486,0.578341013824885,0.641943734015345,0.544688248425766
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdn,26,37,63,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.51041667 0.61458333 0.48958333 0.59375   ],0.51875,0.475,0.68375,0.816733067729084,0.854166666666667,0.808333333333333,0.544378698224852,0.547619047619048,0.517230576441103,0.454545454545455,0.466666666666667,0.474509803921569,0.693333333333333,0.716791979949875,0.683832398952494
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.59375    0.66666667 0.5212766  0.64893617],0.544303797468354,0.506329113924051,0.810606060606061,1,1,1,0.612903225806452,0.587628865979381,0.531519351022478,0.541176470588235,0.597402597402597,0.508577841911175,0.819711538461538,0.827669902912621,0.809887583035258
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.60416667 0.56382979 0.61702128 0.57446809],0.531645569620253,0.632911392405063,0.832911392405063,1,1,1,0.569767441860465,0.576470588235294,0.527961321514907,0.662790697674419,0.730769230769231,0.634134615384615,0.838630806845966,0.8575,0.832596153846154
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.59895833 0.625      0.63541667 0.66666667 0.66842105],0.592476489028213,0.576802507836991,0.642230576441103,0.688391038696538,0.705636743215031,0.680584551148226,0.638888888888889,0.727848101265823,0.593737715229185,0.621848739495798,0.649122807017544,0.571183025130394,0.663919952913478,0.698019801980198,0.641522591345429
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80208333 0.80208333 0.75520833 0.8125     0.76842105],0.576802507836991,0.567398119122257,0.758145363408521,0.87940234791889,0.860125260960334,0.882045929018789,0.643799472295514,0.730538922155689,0.569216829498897,0.605714285714286,0.701986754966887,0.574207663197729,0.768307322929172,0.803011292346299,0.758201516010446
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdn,4,48,52,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.57563025 0.52521008 0.50420168 0.48728814],0.505555555555556,0.5,0.550314465408805,0.581939799331104,0.585858585858586,0.579124579124579,0.482558139534884,0.453551912568306,0.506436973233306,0.482758620689655,0.474576271186441,0.499583217560434,0.545550847457627,0.539832285115304,0.550314465408805
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svd,16,42,58,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.78645833 0.859375   0.81052632 0.73684211 0.81052632],0.433962264150943,0.440251572327044,0.706918238993711,0.881838074398249,0.844863731656184,0.886792452830189,0.502762430939227,0.598684210526316,0.440908370323399,0.534031413612565,0.625766871165644,0.435464080744112,0.718938480096502,0.752525252525252,0.707089693931799
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5        0.47478992 0.50840336 0.47478992 0.53781513],0.505586592178771,0.508379888268156,0.528301886792453,0.639419907712591,0.813758389261745,0.541107382550335,0.609271523178808,0.821428571428571,0.523872180451128,0.625531914893617,0.773684210526316,0.491008771929825,0.631147540983607,0.807127882599581,0.528301886792453
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63, zones, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.79166667 0.77083333 0.80208333 0.75531915],0.509433962264151,0.515723270440252,0.805276381909548,1,1,1,0.551724137931034,0.6,0.508860759493671,0.549707602339181,0.652777777777778,0.527538314176245,0.811664641555286,0.854219948849105,0.806122320103565
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.828125   0.79473684 0.83684211 0.73157895 0.82105263],0.495268138801262,0.564668769716088,0.781841109709962,0.94979079497908,0.953781512605042,0.949579831932773,0.583333333333333,0.713375796178344,0.497312898089172,0.642487046632124,0.765432098765432,0.560135404221426,0.799536500579374,0.867924528301887,0.781623452520096
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.59722222 0.60416667 0.58333333 0.55555556 0.625     ],0.575,0.591666666666667,0.795833333333333,0.937931034482759,0.944444444444444,0.9375,0.622222222222222,0.7,0.575,0.644927536231884,0.689922480620155,0.583699979048816,0.807238394964595,0.842364532019704,0.795124736399023
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.93402778 0.93055556 0.94405594 0.91258741 0.94055944],0.59915611814346,0.561181434599156,0.894654088050314,0.998603351955307,0.99721059972106,0.99860529986053,0.527363184079602,0.452991452991453,0.59732905982906,0.518518518518519,0.466666666666667,0.562393162393162,0.891292590589508,0.863731656184486,0.894654088050314
ensemble_model_N8_B46_E54_nb_zones_10_lab_svd,8,46,54,10, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.8375     0.85416667 0.85833333 0.88235294 0.84033613],0.553370786516854,0.553370786516854,0.829664570230608,0.994132439228835,0.991638795986622,0.994147157190635,0.61501210653753,0.697802197802198,0.550050524188455,0.59746835443038,0.67816091954023,0.556113426803082,0.837581209395302,0.878406708595388,0.829664570230608
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.77083333 0.72916667 0.75531915 0.69148936],0.531645569620253,0.493670886075949,0.747474747474748,0.904564315352697,0.915966386554622,0.903361344537815,0.564705882352941,0.571428571428571,0.528957528957529,0.487179487179487,0.535211267605634,0.497490691274081,0.752475247524752,0.7735368956743,0.747670703476248
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.60833333 0.67083333 0.6625     0.66666667 0.57983193],0.51830985915493,0.501408450704225,0.759958071278826,0.908789386401327,0.914858096828047,0.908180300500835,0.544,0.573033707865169,0.51815527201168,0.517711171662125,0.536723163841808,0.501507649336634,0.764887063655031,0.780922431865828,0.759958071278826
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.54166667 0.55208333 0.44791667 0.43617021],0.515723270440252,0.528301886792453,0.809045226130653,1,1,1,0.538922155688623,0.6,0.520238095238095,0.53416149068323,0.56578947368421,0.529882688649334,0.811414392059553,0.838461538461539,0.80962485790072
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.55208333 0.53125    0.53125    0.53125    0.54166667],0.50625,0.54375,0.80875,0.997912317327766,0.995833333333333,0.997916666666667,0.490322580645161,0.452380952380952,0.509085213032581,0.546583850931677,0.530120481927711,0.544281020184635,0.807547169811321,0.788697788697789,0.809107164068996
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdn,26,37,63,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.57291667 0.57446809 0.5106383  0.5212766 ],0.518987341772152,0.443037974683544,0.792405063291139,1,1,1,0.525,0.552631578947368,0.520218228498075,0.476190476190476,0.506329113924051,0.443037974683544,0.795511221945137,0.813775510204082,0.79256614706184
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.81818182 0.85314685 0.82867133 0.82517483 0.81338028],0.595833333333333,0.6,0.875262054507338,0.969199178644764,0.991596638655462,0.968487394957983,0.657243816254417,0.788135593220339,0.598985829397055,0.68421052631579,0.852459016393443,0.59572103362045,0.8837890625,0.948637316561845,0.875262054507338
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.671875   0.67708333 0.67368421 0.63157895 0.61052632],0.518867924528302,0.506289308176101,0.743396226415094,0.896842105263158,0.893081761006289,0.89727463312369,0.508038585209003,0.49685534591195,0.518867924528302,0.504731861198738,0.5,0.506329113924051,0.741444866920152,0.734924623115578,0.74340689594066
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.76041667 0.72916667 0.67708333 0.73684211],0.473354231974922,0.495297805642633,0.696741854636591,0.837013669821241,0.830897703549061,0.838204592901879,0.508771929824561,0.557692307692308,0.475165172251062,0.563685636856369,0.619047619047619,0.488331756543677,0.708784596871239,0.733499377334994,0.696510092198392
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.58333333 0.53125    0.65625    0.59375   ],0.55625,0.525,0.81125,0.99163179916318,0.9875,0.991666666666667,0.56441717791411,0.613333333333333,0.559607843137255,0.595744680851064,0.622222222222222,0.511111111111111,0.817852834740651,0.837037037037037,0.810923581809658
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.61344538 0.58403361 0.60084034 0.57563025 0.62711864],0.552777777777778,0.572222222222222,0.784591194968553,0.917241379310345,0.895622895622896,0.919191919191919,0.568364611260054,0.572972972972973,0.552200772200772,0.574585635359116,0.594285714285714,0.572818532818533,0.78311345646438,0.777777777777778,0.784591194968553
ensemble_model_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.96875    0.96180556 0.94405594 0.96153846 0.96153846],0.510548523206751,0.548523206751055,0.879979035639413,0.995798319327731,0.99163179916318,0.99581589958159,0.553846153846154,0.63716814159292,0.51616471595775,0.593155893536122,0.629032258064516,0.544604624607479,0.882624295233214,0.90251572327044,0.879979035639413
svm_model_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.96875    0.94791667 0.91666667 0.96875    0.94680851],0.572327044025157,0.591194968553459,0.829145728643216,0.993710691823899,0.99163179916318,0.993723849372385,0.564102564102564,0.578947368421053,0.572606214331008,0.601226993865031,0.576470588235294,0.592289348171701,0.829145728643216,0.825,0.829166666666667
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.46875    0.54166667 0.63541667 0.60416667],0.525,0.55,0.8125,0.995833333333333,0.995833333333333,0.995833333333333,0.547619047619048,0.522727272727273,0.525252525252525,0.576470588235294,0.563218390804598,0.548732483073532,0.816625916870416,0.804819277108434,0.812799248943827
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svd,8,46,54,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.75       0.71008403 0.77731092 0.70588235 0.75630252],0.539106145251397,0.597765363128492,0.741090146750524,0.838709677419355,0.807046979865772,0.844798657718121,0.562334217506631,0.576086956521739,0.53804347826087,0.614973262032085,0.660919540229885,0.599481509245377,0.73972602739726,0.735849056603773,0.741090146750524
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.59663866 0.61764706 0.61764706 0.63445378],0.590529247910864,0.534818941504178,0.616352201257862,0.668253968253968,0.707563025210084,0.648739495798319,0.530351437699681,0.477011494252874,0.587154395775085,0.48297213622291,0.421621621621622,0.538397017707363,0.613924050632911,0.610062893081761,0.616352201257862
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54,10, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.75       0.77083333 0.65833333 0.70588235],0.515492957746479,0.47887323943662,0.734276729559748,0.871134020618557,0.846410684474123,0.874791318864775,0.567839195979899,0.649425287356322,0.518082809424017,0.545454545454545,0.613259668508287,0.476170064139201,0.742508887760284,0.766247379454927,0.734276729559748
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.49159664 0.50840336 0.49159664 0.53813559],0.483333333333333,0.497222222222222,0.575995807127883,0.614982578397212,0.594276094276094,0.627946127946128,0.471590909090909,0.451086956521739,0.484066205533597,0.462908011869436,0.443181818181818,0.496047430830039,0.559608056614045,0.538784067085954,0.575995807127883
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.734375   0.67708333 0.66145833 0.671875   0.72105263],0.517241379310345,0.532915360501567,0.774436090225564,0.939936775553214,0.931106471816284,0.940501043841336,0.544378698224852,0.56441717791411,0.516182947931414,0.575498575498575,0.612121212121212,0.53008658008658,0.78021978021978,0.79182156133829,0.774237776866864
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svd,16,42,58, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.86842105 0.84736842 0.89473684 0.91578947 0.88829787],0.531645569620253,0.598101265822785,0.825949367088607,1,1,1,0.614583333333333,0.710843373493976,0.522088353413655,0.653950953678474,0.764331210191083,0.599146737171013,0.838140082401413,0.893350062735257,0.825346806591128
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.78125    0.80208333 0.78723404 0.81914894 0.88297872],0.550632911392405,0.5,0.789873417721519,0.965957446808511,0.957805907172996,0.966244725738397,0.589595375722543,0.6375,0.549519230769231,0.532544378698225,0.592105263157895,0.503369704749679,0.795566502463054,0.821882951653944,0.790034674819415
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.94405594 0.94405594 0.96853147 0.96153846 0.94014085],0.491666666666667,0.520833333333333,0.870545073375262,0.993016759776536,0.995798319327731,0.992997198879552,0.491666666666667,0.479674796747968,0.491974150510736,0.493392070484582,0.478632478632479,0.519804044194288,0.869931542917325,0.865828092243187,0.870545073375262
ensemble_model_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.525      0.50420168 0.44957983 0.46638655],0.476190476190476,0.523809523809524,0.812893081761006,1,1,1,0.473239436619718,0.48,0.476263736263736,0.514285714285714,0.494505494505494,0.524395604395604,0.812006319115324,0.808176100628931,0.812893081761006
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.5        0.5625     0.55319149 0.5       ],0.468354430379747,0.493670886075949,0.79040404040404,0.995798319327731,0.995798319327731,0.995798319327731,0.461538461538462,0.473684210526316,0.468549422336329,0.506172839506173,0.482352941176471,0.494601128122482,0.790931989924433,0.786967418546366,0.790430274158679
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,474,158,158,0.6,0.2,0.2, [0.53125    0.57291667 0.4787234  0.57446809 0.54255319],0.493670886075949,0.455696202531646,0.786075949367089,0.993710691823899,1,0.993670886075949,0.45945945945946,0.47887323943662,0.492310182936701,0.527472527472527,0.539325842696629,0.443575964826575,0.790582403965304,0.80352644836272,0.785987142756424
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.5625     0.45833333 0.53125    0.55208333],0.55,0.475,0.8025,0.995833333333333,0.995833333333333,0.995833333333333,0.55,0.511627906976744,0.553111250785669,0.475,0.493506493506493,0.475668909403849,0.8025,0.796526054590571,0.802545143164303
ensemble_model_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.94791667 0.98958333 0.9375     0.94791667 0.95744681],0.572327044025157,0.672955974842767,0.847989949748744,0.997912317327766,1,0.997907949790795,0.617977528089888,0.662650602409639,0.568167406467977,0.701149425287356,0.859154929577465,0.690941101152369,0.85439229843562,0.903307888040712,0.84867627652656
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.75       0.78125    0.77083333 0.77083333],0.55,0.5125,0.76625,0.923711340206186,0.933333333333333,0.922916666666667,0.621052631578947,0.728395061728395,0.547741834661666,0.571428571428571,0.641975308641975,0.510861072042507,0.781796966161027,0.833333333333333,0.765912897822446
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdne,32,0,32,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.93706294 0.95104895 0.94755245 0.94405594 0.96126761],0.608333333333333,0.558333333333333,0.890461215932914,0.993693062368605,0.992997198879552,0.993697478991597,0.489130434782609,0.405405405405405,0.594175570919757,0.447916666666667,0.333333333333333,0.576576576576577,0.8840820854132,0.835429769392034,0.890461215932914
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.55208333 0.59375    0.53191489 0.57446809],0.518987341772152,0.518987341772152,0.808080808080808,1,1,1,0.582417582417582,0.63855421686747,0.512610441767068,0.525,0.525,0.518910256410256,0.814180929095354,0.830423940149626,0.807795090279416
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.65789474 0.55789474 0.65789474 0.58947368 0.62234043],0.594936708860759,0.525316455696203,0.765189873417721,0.90382626680455,0.921940928270042,0.901898734177215,0.630057803468208,0.68125,0.593830128205128,0.553571428571429,0.58125,0.524599358974359,0.775015160703457,0.804785894206549,0.764988366950603
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.63157895 0.65789474 0.63684211 0.62631579 0.65957447],0.54746835443038,0.655063291139241,0.765189873417721,0.87991927346115,0.919831223628692,0.874472573839662,0.580645161290323,0.668918918918919,0.554697554697555,0.684057971014493,0.702380952380952,0.651866151866152,0.778771615980918,0.826582278481013,0.765189873417721
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58,8, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.84210526 0.82105263 0.86842105 0.85263158 0.78723404],0.449367088607595,0.484177215189874,0.763924050632911,0.961620469083156,0.951476793248945,0.962025316455696,0.521978021978022,0.605095541401274,0.450346512839002,0.538243626062323,0.58641975308642,0.481521564854898,0.774622356495468,0.808322824716267,0.763754804988375
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svd,16,42,58,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.82291667 0.83854167 0.81052632 0.74736842 0.81052632],0.544025157232704,0.59748427672956,0.827672955974843,0.998950682056663,0.9979035639413,0.99895178197065,0.619422572178478,0.728395061728395,0.540479582146249,0.646408839779006,0.75,0.600308641975309,0.838443396226415,0.894339622641509,0.827672955974843
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.76666667 0.74166667 0.72268908 0.74369748 0.74369748],0.464985994397759,0.414565826330532,0.689727463312369,0.833333333333333,0.804020100502513,0.839195979899497,0.501305483028721,0.51063829787234,0.462419740652146,0.387096774193548,0.390532544378698,0.413351378572328,0.684434968017058,0.672955974842767,0.689727463312369
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.93006993 0.95804196 0.94755245 0.94055944 0.95422535],0.55,0.5,0.878930817610063,0.997897687456202,0.997198879551821,0.997899159663866,0.642384105960265,0.788617886178862,0.54388159266208,0.589041095890411,0.735042735042735,0.505732749635189,0.885700148441365,0.938155136268344,0.878930817610063
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.95804196 0.94755245 0.94405594 0.95104895 0.93661972],0.475,0.554166666666667,0.872641509433962,0.992957746478873,0.987394957983193,0.992997198879552,0.487804878048781,0.495867768595041,0.474824640600042,0.559670781893004,0.571428571428571,0.5543093270366,0.872708224201153,0.873165618448637,0.872641509433962
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85789474 0.76842105 0.80526316 0.79473684 0.81052632],0.487341772151899,0.436708860759494,0.757269279393173,0.954545454545454,0.972631578947368,0.953684210526316,0.575916230366492,0.63953488372093,0.472545219638243,0.508287292817679,0.613333333333333,0.445220883534137,0.775700934579439,0.833124215809285,0.756689496439674
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.93402778 0.91666667 0.93006993 0.93006993 0.96153846],0.489451476793249,0.535864978902954,0.874737945492663,0.99442119944212,0.99442119944212,0.99442119944212,0.546816479400749,0.623931623931624,0.491132478632479,0.60431654676259,0.7,0.533760683760684,0.879231935320869,0.911949685534591,0.874737945492663
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.63541667 0.6875     0.66666667 0.67708333],0.575,0.50625,0.62125,0.724381625441696,0.854166666666667,0.675,0.564102564102564,0.721311475409836,0.60307998012916,0.543352601156069,0.594936708860759,0.507344897640256,0.66145251396648,0.778947368421053,0.628759398496241
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdne,26,37,63,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.89583333 0.85416667 0.89361702 0.85106383 0.85106383],0.582278481012658,0.544303797468354,0.806329113924051,0.968421052631579,0.970464135021097,0.968354430379747,0.554054054054054,0.569444444444444,0.581233850129199,0.478260869565217,0.485294117647059,0.537091503267974,0.798948751642576,0.806366047745358,0.806330723630548
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.85416667 0.85416667 0.86458333 0.86458333],0.525,0.55625,0.76875,0.922131147540984,0.9375,0.920833333333333,0.573033707865169,0.671052631578947,0.531954887218045,0.589595375722543,0.689189189189189,0.565524827152734,0.779499404052443,0.838461538461539,0.770450281425891
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.97916667 0.94791667 0.97916667 0.90625   ],0.56875,0.55,0.82,0.993762993762994,0.995833333333333,0.99375,0.614525139664804,0.679012345679012,0.567354274105329,0.571428571428571,0.615384615384615,0.551594746716698,0.826086956521739,0.857142857142857,0.82009262557891
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.76923077 0.8006993  0.75524476 0.78671329 0.74647887],0.6375,0.616666666666667,0.885744234800839,0.973047684865238,0.985994397759104,0.972689075630252,0.629787234042553,0.596774193548387,0.638904338153504,0.581818181818182,0.551724137931034,0.614571746384872,0.885383806519453,0.882599580712788,0.885744234800839
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.90625    0.83333333 0.84375    0.91666667],0.525,0.5,0.78875,0.972746331236897,0.966666666666667,0.972916666666667,0.547619047619048,0.63013698630137,0.533459297748386,0.540229885057471,0.61038961038961,0.503989985917697,0.793650793650794,0.833333333333333,0.789837398373984
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.65104167 0.68229167 0.609375   0.64583333 0.671875  ],0.621875,0.596875,0.64,0.663223140495868,0.66875,0.660416666666667,0.595317725752508,0.563291139240506,0.621151742459759,0.587859424920128,0.609271523178808,0.597535169873428,0.635443037974684,0.636248415716096,0.639949115379627
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.8125     0.8125     0.82291667 0.80208333],0.48125,0.45,0.77,0.972631578947368,0.9625,0.972916666666667,0.457516339869281,0.47945205479452,0.481105337742088,0.428571428571429,0.452054794520548,0.450165328294757,0.764705882352941,0.77461139896373,0.770155941027759
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.61111111 0.64583333 0.59859155 0.67605634 0.63380282],0.61344537815126,0.563025210084034,0.680672268907563,0.736389684813754,0.719887955182073,0.742296918767507,0.606837606837607,0.596638655462185,0.61344537815126,0.547826086956522,0.533898305084746,0.562782485875706,0.672977624784854,0.658249158249158,0.680634646238673
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdn,4,48,52,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.4625     0.45416667 0.48319328 0.48319328 0.48739496],0.515406162464986,0.476190476190476,0.811320754716981,1,1,1,0.523415977961432,0.516304347826087,0.515377607439055,0.464183381088825,0.468208092485549,0.475951872329731,0.811122770199371,0.810272536687631,0.811320754716981
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58,8, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.765625   0.72916667 0.75789474 0.74736842],0.581761006289308,0.581761006289308,0.800879396984925,0.946372239747634,0.941422594142259,0.946652719665272,0.593272171253823,0.610062893081761,0.581761006289308,0.602985074626866,0.604790419161677,0.580540904945077,0.803471791692498,0.805970149253731,0.800827714220774
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svd,8,46,54, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.87083333 0.86666667 0.89495798 0.83193277 0.87815126],0.551820728291317,0.574229691876751,0.827044025157233,0.98494983277592,0.986599664991625,0.984924623115578,0.607843137254902,0.72093023255814,0.557762413576367,0.632850241545894,0.708108108108108,0.569170333123821,0.836471754212091,0.884696016771489,0.827044025157233
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.5        0.46218487 0.54621849 0.43697479 0.45798319],0.487465181058496,0.515320334261838,0.811844863731656,0.999160369437448,1,0.999159663865546,0.486033519553073,0.472826086956522,0.487841614906832,0.502857142857143,0.502857142857143,0.515015527950311,0.810953133228015,0.807127882599581,0.811844863731656
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.6875     0.66666667 0.66666667 0.67708333],0.56875,0.55,0.785,0.936605316973415,0.954166666666667,0.935416666666666,0.560509554140127,0.517647058823529,0.572156862745098,0.5,0.48,0.545882352941177,0.782278481012658,0.7725,0.785
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.95138889 0.9375     0.93356643 0.94755245 0.95104895],0.679324894514768,0.641350210970464,0.913522012578616,0.99721059972106,0.99721059972106,0.99721059972106,0.68595041322314,0.680327868852459,0.679294369208838,0.661354581673307,0.721739130434783,0.643656450463293,0.91437467566165,0.923480083857442,0.913522012578616
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdne,26,37,63,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.82291667 0.85416667 0.94791667 0.86458333 0.88541667],0.4625,0.4375,0.77625,0.993710691823899,0.9875,0.99375,0.488095238095238,0.493975903614458,0.461273666092943,0.5,0.616438356164384,0.451897339001732,0.783030303030303,0.815656565656566,0.776640164016402
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.82291667 0.85416667 0.86458333 0.875      0.82978723],0.534591194968553,0.459119496855346,0.777638190954774,0.963597430406852,0.941422594142259,0.964435146443515,0.626262626262626,0.72093023255814,0.517999362854412,0.537634408602151,0.641025641025641,0.462488129154796,0.792009400705053,0.836228287841191,0.776892769874794
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.475      0.55416667 0.57983193 0.54201681 0.48739496],0.50140056022409,0.470588235294118,0.514150943396226,0.522184300341297,0.512562814070352,0.530988274706868,0.491428571428571,0.477777777777778,0.501600753295669,0.44574780058651,0.429378531073446,0.470244821092279,0.502415458937198,0.490566037735849,0.514150943396226
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.94097222 0.91319444 0.92013889 0.93055556 0.9020979 ],0.446808510638298,0.472340425531915,0.861111111111111,0.992355802640723,0.993045897079277,0.992350486787205,0.496124031007752,0.53781512605042,0.445631700956244,0.523076923076923,0.586206896551724,0.473775717183425,0.864588656106285,0.886792452830189,0.861111111111111
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63,4, low_bits_6, svdne,468,156,156,0.6,0.2,0.2, [0.93617021 0.93617021 0.90425532 0.93617021 0.91304348],0.455128205128205,0.58974358974359,0.807692307692308,0.997867803837953,1,0.997863247863248,0.514285714285714,0.584415584415584,0.456764754233109,0.652173913043478,0.75,0.585526315789474,0.818840579710145,0.867007672634271,0.807539826034359
svm_model_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.7        0.72105263 0.67894737 0.78421053 0.77894737],0.45253164556962,0.54746835443038,0.799620733249052,0.998948475289169,1,0.998947368421053,0.531165311653117,0.590361445783132,0.445180722891566,0.594900849858357,0.695364238410596,0.553742725265904,0.810520023909145,0.856060606060606,0.799549290372075
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.80208333 0.70833333 0.70833333 0.75      ],0.50625,0.475,0.76625,0.94979079497908,0.945833333333333,0.95,0.490322580645161,0.513513513513513,0.506756756756757,0.44,0.417721518987342,0.474292858259103,0.76117496807152,0.758269720101781,0.766112747028778
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svd,8,46,54,10, low_bits_4_shifted_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.74583333 0.7375     0.74583333 0.77310924 0.68067227],0.553370786516854,0.592696629213483,0.817610062893082,0.962900505902192,0.954849498327759,0.963210702341137,0.539130434782609,0.505434782608696,0.555042972699697,0.577259475218659,0.575581395348837,0.592138523761375,0.814300960512273,0.79979035639413,0.817610062893082
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.80416667 0.71666667 0.72268908 0.73529412 0.76890756],0.53781512605042,0.549019607843137,0.80083857442348,0.954314720812183,0.944723618090452,0.954773869346734,0.542936288088643,0.563218390804598,0.538439796495195,0.554016620498615,0.546448087431694,0.549086112681364,0.800420168067227,0.79874213836478,0.80083857442348
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.65833333 0.67226891 0.65966387 0.66386555],0.478991596638655,0.448179271708684,0.607966457023061,0.715953307392996,0.770519262981575,0.694304857621441,0.535,0.601123595505618,0.479332747473479,0.498727735368957,0.547486033519553,0.447900320130563,0.640038498556304,0.69706498951782,0.607966457023061
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,1428,476,476,0.6,0.2,0.2, [0.94405594 0.93706294 0.92657343 0.96153846 0.90492958],0.466666666666667,0.529166666666667,0.869496855345912,0.994397759103642,0.994397759103642,0.994397759103642,0.532846715328467,0.561538461538462,0.458041958041958,0.556862745098039,0.645454545454546,0.538111888111888,0.872764435360245,0.895178197064989,0.869496855345912
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.64583333 0.63541667 0.61578947 0.63157895 0.55789474],0.632075471698113,0.556603773584906,0.759119496855346,0.868004223864836,0.861635220125786,0.868972746331237,0.654867256637168,0.641618497109826,0.63115407614112,0.525252525252525,0.496815286624204,0.55586105946117,0.758054327226785,0.743494423791822,0.759358961576626
svm_model_N26_B37_E63_nb_zones_6_lab_svd,26,37,63,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.90277778 0.95833333 0.92957746 0.94366197 0.9084507 ],0.571428571428571,0.504201680672269,0.815126050420168,1,1,1,0.705202312138728,0.924242424242424,0.528158947970269,0.635802469135802,0.903508771929825,0.520302773061686,0.841040462427746,0.965174129353234,0.813081102155322
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.77604167 0.84895833 0.78125    0.83854167 0.765625  ],0.58125,0.596875,0.825625,0.983122362869198,0.970833333333333,0.983333333333333,0.651041666666667,0.786163522012579,0.582522754795109,0.654155495978552,0.75776397515528,0.595863119653111,0.836363636363636,0.89125,0.825625
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.7        0.66315789 0.63684211 0.68421053 0.64210526],0.468354430379747,0.544303797468354,0.75094816687737,0.913684210526316,0.913684210526316,0.913684210526316,0.533333333333333,0.615384615384615,0.470192307692308,0.558282208588957,0.590909090909091,0.545454545454545,0.759168704156479,0.791082802547771,0.75125030968041
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.5210084  0.4789916  0.47478992 0.47033898],0.494444444444444,0.486111111111111,0.807651991614256,1,1,1,0.518518518518519,0.526881720430108,0.493325917686318,0.490358126721763,0.511494252873563,0.486929922135706,0.809745982374287,0.818658280922432,0.807651991614256
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,954,318,318,0.6,0.2,0.2, [0.765625   0.78645833 0.8        0.8        0.77368421],0.481132075471698,0.547169811320755,0.80503144654088,0.998950682056663,0.9979035639413,0.99895178197065,0.542936288088643,0.608695652173913,0.479507061755746,0.588571428571429,0.628048780487805,0.544543870763383,0.813701923076923,0.844139650872818,0.804684038634378
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54,10, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65       0.71848739 0.66806723 0.6092437  0.65546218],0.525139664804469,0.511173184357542,0.765723270440252,0.913265306122449,0.901006711409396,0.914429530201342,0.579207920792079,0.668571428571429,0.528274785323966,0.55919395465995,0.60655737704918,0.508992974238876,0.773899848254932,0.80188679245283,0.765723270440252
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57983193 0.55462185 0.54621849 0.59243697 0.57563025],0.49025069637883,0.587743732590529,0.768867924528302,0.907251264755481,0.904201680672269,0.907563025210084,0.493074792243767,0.529761904761905,0.492629643480429,0.626262626262626,0.649214659685864,0.583535901271503,0.773031394750386,0.787211740041929,0.768867924528302
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,480,160,160,0.6,0.2,0.2, [0.875      0.91666667 0.90625    0.92708333 0.9375    ],0.475,0.48125,0.79125,1,1,1,0.56701030927835,0.763888888888889,0.501262626262626,0.569948186528497,0.69620253164557,0.483903734958587,0.807381776239908,0.895140664961637,0.793536102651968
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.71875    0.72916667 0.60416667 0.70833333],0.5625,0.5625,0.785,0.933609958506224,0.9375,0.933333333333333,0.539473684210526,0.532467532467532,0.561414489125332,0.593023255813954,0.6,0.56,0.786600496277916,0.788557213930348,0.784982124553114
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.72916667 0.60416667 0.60638298 0.67021277 0.67021277],0.481012658227848,0.569620253164557,0.613924050632911,0.719710669077758,0.839662447257384,0.672995780590717,0.559139784946237,0.693333333333333,0.491244979919679,0.634408602150538,0.776315789473684,0.577182284980745,0.67027027027027,0.798969072164948,0.617146227624763
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.84375    0.89583333 0.83333333 0.82291667 0.82978723],0.559748427672956,0.440251572327044,0.78894472361809,0.981052631578947,0.97489539748954,0.981171548117155,0.611111111111111,0.604395604395604,0.552197802197802,0.50828729281768,0.597402597402597,0.445042762115933,0.799043062200957,0.820638820638821,0.788211441167739
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.92657343 0.91958042 0.92657343 0.92657343 0.92307692],0.531380753138075,0.527196652719665,0.878930817610063,0.995810055865922,0.997202797202797,0.995804195804196,0.5625,0.59504132231405,0.530571508614652,0.567049808429119,0.627118644067797,0.528435355091749,0.88147768086198,0.90041928721174,0.878930817610063
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77604167 0.81770833 0.82291667 0.8        0.79473684],0.572327044025157,0.547169811320755,0.807788944723618,0.9723991507431,0.9581589958159,0.972803347280335,0.564102564102564,0.556962025316456,0.572231012658228,0.568862275449102,0.579268292682927,0.54612765283497,0.807304785894207,0.80125,0.80782196969697
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.91666667 0.95833333 0.875      0.95833333],0.5625,0.56875,0.82625,1,1,1,0.619565217391304,0.7125,0.5625,0.649746192893401,0.790123456790123,0.565947804344429,0.83855981416957,0.900249376558604,0.826064537903362
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72916667 0.68055556 0.78472222 0.70422535 0.71830986],0.470588235294118,0.457983193277311,0.74244966442953,0.927576601671309,0.930167597765363,0.927374301675978,0.483606557377049,0.453846153846154,0.472293447293447,0.426666666666667,0.436363636363636,0.456463068181818,0.741364785172704,0.735785953177258,0.742472101167753
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.4625     0.525      0.51260504 0.53781513 0.47478992],0.490196078431373,0.487394957983193,0.801362683438155,0.988313856427379,0.991624790619766,0.988274706867672,0.526041666666667,0.548913043478261,0.488329354109073,0.495867768595041,0.520231213872832,0.488376476501634,0.805141388174807,0.820754716981132,0.801362683438155
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5625     0.625      0.62083333 0.60416667 0.68067227],0.588732394366197,0.611267605633803,0.810796645702306,0.935456831517184,0.931552587646077,0.935726210350584,0.562874251497006,0.519337016574586,0.590128278402236,0.574074074074074,0.53448275862069,0.609782815774433,0.804970286331712,0.780922431865828,0.810796645702306
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.77731092 0.71848739 0.76470588 0.79831933],0.54874651810585,0.534818941504178,0.789832285115304,0.939189189189189,0.934453781512605,0.939495798319328,0.578125,0.581151832460733,0.546528297182747,0.575063613231552,0.672619047619048,0.543115806532037,0.795512493625701,0.817610062893082,0.789832285115304
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.61458333 0.703125   0.6875     0.59473684],0.551724137931034,0.576802507836991,0.780075187969925,0.924664602683178,0.935281837160752,0.923799582463466,0.537216828478964,0.572413793103448,0.553448275862069,0.597014925373134,0.632911392405063,0.577325261419923,0.782393056416615,0.80690537084399,0.780602562571872
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.70422535 0.76056338 0.78873239 0.74647887 0.75352113],0.491525423728814,0.516949152542373,0.756345177664975,0.923076923076923,0.912676056338028,0.923943661971831,0.577464788732394,0.661290322580645,0.482430875576037,0.589928057553957,0.694915254237288,0.516949152542373,0.772151898734177,0.817420435510888,0.755718764763991
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.91258741 0.91608392 0.91608392 0.91608392 0.90140845],0.5875,0.545833333333333,0.878930817610063,0.983927323549965,0.985994397759104,0.983893557422969,0.517073170731707,0.42741935483871,0.593020022246941,0.452261306532663,0.387931034482759,0.540739710789766,0.874114441416894,0.840670859538784,0.878930817610063
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.67708333 0.70833333 0.69791667 0.75       0.72105263],0.510971786833856,0.529780564263323,0.776315789473684,0.947259565667011,0.95615866388309,0.946764091858038,0.546511627906977,0.580246913580247,0.50986867972006,0.550898203592814,0.56441717791411,0.529003460751927,0.782978723404255,0.800995024875622,0.776128825569124
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.6875     0.80208333 0.6875     0.73958333],0.6,0.575,0.785,0.916317991631799,0.9125,0.916666666666667,0.5,0.432432432432432,0.58830923947203,0.507246376811594,0.443037974683544,0.573370839193624,0.768817204301075,0.727735368956743,0.784015104625792
ensemble_model_N26_B37_E63_nb_zones_6_lab_svd,26,37,63,6, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.99295775 0.94366197 0.94366197 0.95070423 0.95070423],0.538135593220339,0.542372881355932,0.816412859560068,1,1,1,0.606498194945848,0.756756756756757,0.550378378378378,0.619718309859155,0.765217391304348,0.547897951850521,0.829268292682927,0.907056798623064,0.817921078180084
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svd,26,37,63,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.8125     0.8125     0.86805556 0.82394366 0.86619718],0.53781512605042,0.5,0.803691275167785,0.992967651195499,0.986033519553073,0.993016759776536,0.595588235294118,0.723214285714286,0.548115079365079,0.57347670250896,0.655737704918033,0.495972300734878,0.814580031695721,0.868243243243243,0.804121621621622
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.95833333 0.94791667 0.94755245 0.94755245 0.96503497],0.552742616033755,0.531645569620253,0.883647798742138,0.996515679442509,0.99721059972106,0.996513249651325,0.655844155844156,0.821138211382114,0.542148053059478,0.643086816720257,0.87719298245614,0.544287548138639,0.891918208373905,0.960167714884696,0.883647798742138
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.875      0.88194444 0.86111111 0.875      0.86805556],0.516666666666667,0.483333333333333,0.790833333333333,0.984572230014025,0.975,0.984722222222222,0.591549295774648,0.705882352941176,0.518230432668935,0.511811023622047,0.601851851851852,0.494107744107744,0.799360511590727,0.851788756388416,0.792126025828792
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.88194444 0.85416667 0.9084507  0.88028169 0.9084507 ],0.53781512605042,0.554621848739496,0.816806722689076,0.997206703910614,1,0.997198879551821,0.635761589403974,0.761904761904762,0.523809523809524,0.63448275862069,0.73015873015873,0.543650793650794,0.833333333333333,0.894909688013136,0.81492472352464
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61805556 0.68309859 0.62676056 0.6971831  0.6056338 ],0.514767932489452,0.578059071729958,0.659359190556492,0.73492286115007,0.735955056179775,0.734550561797753,0.530612244897959,0.555555555555556,0.515277777777778,0.626865671641791,0.641221374045801,0.570610687022901,0.67047308319739,0.68046357615894,0.65896031041624
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,1194,398,398,0.6,0.2,0.2, [0.49583333 0.49583333 0.55462185 0.4789916  0.46638655],0.512605042016807,0.476190476190476,0.807127882599581,0.994142259414226,0.994974874371859,0.994137353433836,0.508474576271187,0.5,0.51271186440678,0.461095100864553,0.451977401129944,0.475988700564972,0.805907172995781,0.80083857442348,0.807127882599581
ensemble_model_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58,8, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.66666667 0.734375   0.7        0.75263158],0.528301886792453,0.462264150943396,0.791457286432161,0.98860103626943,0.997907949790795,0.988493723849372,0.576271186440678,0.671052631578947,0.534321496512365,0.51830985915493,0.538011695906433,0.456080677885189,0.801672640382318,0.837702871410737,0.791164962886152
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.85416667 0.86458333 0.87762238 0.87412587 0.88461538],0.586497890295359,0.641350210970464,0.884171907756813,0.973972602739726,0.99163179916318,0.97350069735007,0.591666666666667,0.617391304347826,0.587384176764077,0.669260700389105,0.704918032786885,0.639415538132573,0.887072049054675,0.909853249475891,0.884171907756813
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.72222222 0.73611111 0.74647887 0.61971831],0.563025210084034,0.457983193277311,0.746644295302013,0.903225806451613,0.899441340782123,0.903631284916201,0.62589928057554,0.701612903225807,0.556946802490096,0.501930501930502,0.560344827586207,0.460500282645562,0.7584,0.792642140468227,0.746489420402464
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.45833333 0.45833333 0.5210084  0.49579832 0.5210084 ],0.473389355742297,0.507002801120448,0.806079664570231,0.994949494949495,0.989949748743718,0.994974874371859,0.471910112359551,0.48,0.473516483516484,0.511111111111111,0.505494505494506,0.507032967032967,0.805672268907563,0.80398322851153,0.80607966457023
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.71875    0.71875    0.6875     0.6875    ],0.525,0.525,0.78,0.949579831932773,0.941666666666667,0.95,0.525,0.531645569620253,0.525082044069386,0.525,0.552631578947368,0.526315789473684,0.778894472361809,0.784810126582278,0.780059384278793
svm_model_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.60504202 0.6302521  0.6092437  0.57563025 0.5720339 ],0.477777777777778,0.488888888888889,0.622641509433962,0.71,0.717171717171717,0.707070707070707,0.465909090909091,0.473988439306358,0.477635930883126,0.51063829787234,0.513368983957219,0.48789836481098,0.62655601659751,0.633123689727463,0.622641509433962
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32, zones, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.94791667 0.97569444 0.96527778 0.97569444 0.97202797],0.540425531914894,0.497872340425532,0.879454926624738,0.99721059972106,0.994436717663421,0.997218358831711,0.578125,0.637931034482759,0.541654592871631,0.528,0.554621848739496,0.497138510576644,0.881443298969072,0.896226415094339,0.879454926624738
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.54166667 0.475      0.475      0.46218487 0.53361345],0.514044943820225,0.48314606741573,0.812893081761006,1,1,1,0.507122507122507,0.494444444444444,0.514267676767677,0.452380952380952,0.431818181818182,0.482575757575758,0.810408921933086,0.79979035639413,0.812893081761006
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,1188,396,396,0.6,0.2,0.2, [0.7605042  0.73529412 0.73109244 0.76470588 0.77966102],0.516666666666667,0.547222222222222,0.789308176100629,0.944301628106255,0.927609427609428,0.945286195286195,0.573529411764706,0.639344262295082,0.514587385384829,0.601466992665037,0.694915254237288,0.549643419468371,0.797379032258065,0.829140461215933,0.789308176100629
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.73333333 0.6875     0.77083333 0.73333333 0.78991597],0.523943661971831,0.585915492957746,0.812368972746331,0.964102564102564,0.941569282136895,0.964941569282137,0.504398826979472,0.480446927374302,0.52431437277806,0.58356940509915,0.585227272727273,0.585909725749111,0.80793991416309,0.789308176100629,0.812368972746331
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.85416667 0.76041667 0.76041667 0.90425532 0.77659574],0.512658227848101,0.462025316455696,0.767676767676768,0.95397489539749,0.957983193277311,0.953781512605042,0.620689655172414,0.84,0.528433734939759,0.585365853658537,0.759493670886076,0.462025316455696,0.792325056433409,0.895408163265306,0.768954081632653
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.75       0.74305556 0.73239437 0.76760563 0.72535211],0.571428571428571,0.516806722689076,0.817647058823529,1,1,1,0.540540540540541,0.530973451327434,0.569486725663717,0.506437768240343,0.517543859649123,0.516836445953594,0.81437125748503,0.815068493150685,0.817600253176003
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.57894737 0.58947368 0.51052632 0.56315789 0.5       ],0.465189873417722,0.522151898734177,0.593670886075949,0.666666666666667,0.679324894514768,0.660337552742616,0.489425981873112,0.532894736842105,0.467666880616175,0.567335243553009,0.603658536585366,0.518934531450578,0.60996354799514,0.635443037974683,0.593670886075949
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdn,16,42,58,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.46875    0.53645833 0.5        0.48947368 0.56842105],0.474842767295598,0.50314465408805,0.569095477386935,0.632756866734486,0.650627615062761,0.622384937238494,0.489296636085627,0.481927710843373,0.474516487000634,0.532544378698225,0.580645161290323,0.505046507025529,0.58373786407767,0.602002503128911,0.568970986747306
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svd,26,37,63, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.9375     0.95138889 0.90277778 0.94444444 0.93055556],0.554166666666667,0.504166666666667,0.809166666666667,0.995827538247566,0.994444444444444,0.995833333333333,0.632302405498282,0.8,0.564,0.579505300353357,0.689075630252101,0.505694839919439,0.822892498066512,0.895622895622896,0.81002266893356
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54,10, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65       0.61764706 0.64705882 0.60084034 0.57563025],0.547486033519553,0.555865921787709,0.786687631027254,0.928333333333333,0.934563758389262,0.927852348993289,0.50609756097561,0.485380116959064,0.544829095912687,0.571428571428571,0.566844919786096,0.555352284454452,0.785676671932596,0.781970649895178,0.786687631027254
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.95104895 0.95454545 0.93006993 0.93006993 0.95774648],0.504166666666667,0.4875,0.870545073375262,0.996505939902166,0.99859943977591,0.996498599439776,0.529644268774704,0.563025210084034,0.504653100909785,0.549450549450549,0.619834710743802,0.486387943607195,0.87378640776699,0.896226415094339,0.870545073375262
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66,4, low_bits_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.69791667 0.71875    0.68085106 0.61702128],0.588607594936709,0.550632911392405,0.821969696969697,0.989517819706499,0.991596638655462,0.989495798319328,0.610778443113772,0.607142857142857,0.587355212355212,0.579881656804734,0.583333333333333,0.548423423423423,0.826568265682657,0.827586206896552,0.821824191531177
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.46842105 0.50526316 0.56315789 0.54210526 0.54736842],0.528481012658228,0.531645569620253,0.5448798988622,0.617886178861789,0.72,0.554736842105263,0.596205962059621,0.69620253164557,0.528481012658228,0.624365482233503,0.740963855421687,0.520481927710843,0.614973262032086,0.719649561952441,0.543094257349145
svm_model_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.79166667 0.77083333 0.81512605 0.81092437 0.74789916],0.509803921568627,0.540616246498599,0.709643605870021,0.816396242527754,0.800670016750419,0.819932998324958,0.55012853470437,0.614942528735632,0.512389297154701,0.57948717948718,0.617486338797814,0.538628226870171,0.715897435897436,0.731656184486373,0.709643605870021
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.55882353 0.50420168 0.54201681 0.50420168 0.5720339 ],0.497222222222222,0.483333333333333,0.535115303983228,0.514925373134328,0.464646464646465,0.562289562289562,0.462908011869436,0.435754189944134,0.496882619833946,0.422360248447205,0.375690607734807,0.483934689342264,0.487579433853264,0.442348008385744,0.535115303983228
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svd,26,37,63,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.85416667 0.84027778 0.88028169 0.8028169  0.79577465],0.529411764705882,0.512605042016807,0.792436974789916,0.973277074542898,0.969187675070028,0.973389355742297,0.597122302158273,0.721739130434783,0.535666313184871,0.585714285714286,0.640625,0.502130681818182,0.805358550039401,0.851666666666667,0.791935028248588
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.515625   0.5        0.5        0.55789474 0.51578947],0.50314465408805,0.471698113207547,0.744346733668342,0.917093142272262,0.937238493723849,0.915271966527197,0.480263157894737,0.467948717948718,0.502492877492877,0.475,0.493506493506493,0.472363002850808,0.74578388507183,0.757614213197969,0.74447874839003
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.77916667 0.675      0.69583333 0.70833333 0.68907563],0.540845070422535,0.591549295774648,0.790880503144654,0.92448132780083,0.929883138564274,0.924040066777963,0.535612535612536,0.531073446327684,0.540817622040246,0.596100278551532,0.601123595505618,0.59152224973021,0.791644908616188,0.794549266247379,0.790880503144654
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,1428,476,476,0.6,0.2,0.2, [0.96853147 0.94055944 0.96853147 0.95804196 0.9471831 ],0.495833333333333,0.5375,0.874737945492663,0.995101469559132,0.995798319327731,0.995098039215686,0.502057613168724,0.512605042016807,0.495971942496007,0.511013215859031,0.479338842975207,0.537988749218696,0.874144286466561,0.870020964360587,0.874737945492662
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.86805556 0.89583333 0.86805556 0.8125     0.95138889],0.554166666666667,0.595833333333333,0.826666666666667,0.994428969359332,0.991666666666667,0.994444444444444,0.573705179282869,0.59504132231405,0.553823182165428,0.60082304526749,0.657657657657658,0.600146658286193,0.828382838283828,0.847972972972973,0.826947012802276
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.47916667 0.49579832 0.45798319 0.43277311],0.521008403361345,0.464985994397759,0.802410901467505,0.987551867219917,0.996649916247906,0.987437185929648,0.515580736543909,0.505555555555556,0.521139359698682,0.473829201101928,0.485875706214689,0.465160075329567,0.803748047891723,0.809224318658281,0.802410901467505
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.81944444 0.83333333 0.78472222 0.86805556 0.86111111],0.533333333333333,0.570833333333333,0.809166666666667,0.980446927374302,0.975,0.980555555555556,0.544715447154471,0.52755905511811,0.533691031983834,0.529680365296804,0.542056074766355,0.568020518586185,0.806096528365792,0.801346801346801,0.809089242257559
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.54166667 0.55208333 0.58333333 0.55319149],0.515723270440252,0.471698113207547,0.559045226130653,0.59915611814346,0.594142259414226,0.602510460251046,0.549707602339181,0.522222222222222,0.514734299516908,0.461538461538462,0.439024390243902,0.472758948368705,0.561797752808989,0.547445255474453,0.559436913451512
svm_model_N32_B34_E66_nb_zones_4_lab_svd,32,34,66,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.95833333 0.95833333 0.96875    0.95833333 0.95744681],0.616352201257862,0.566037735849057,0.836683417085427,1,1,1,0.690355329949238,0.819277108433735,0.607006975269499,0.642487046632124,0.81578947368421,0.576569435637286,0.850230414746544,0.92713567839196,0.836683417085427
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.64583333 0.63541667 0.64736842 0.61052632],0.553459119496855,0.562893081761006,0.756281407035176,0.887249736564805,0.880753138075314,0.888075313807531,0.598870056497175,0.605714285714286,0.547612387612388,0.561514195583596,0.613793103448276,0.567012158660554,0.760493827160494,0.771929824561403,0.756241990366344
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65416667 0.62083333 0.61666667 0.6092437  0.65546218],0.620786516853933,0.662921348314607,0.635744234800838,0.591078066914498,0.531772575250836,0.632107023411371,0.628099173553719,0.633333333333333,0.620643939393939,0.679144385026738,0.721590909090909,0.663573232323232,0.616657473800331,0.585953878406709,0.635744234800839
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.86458333 0.88541667 0.85416667 0.81914894 0.94680851],0.493670886075949,0.5,0.794191919191919,0.991596638655462,0.991596638655462,0.991596638655462,0.518072289156626,0.544303797468354,0.493670886075949,0.548571428571429,0.6,0.498717948717949,0.800489596083231,0.82367758186398,0.794117271944648
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.66666667 0.58333333 0.70833333 0.66901408],0.556485355648536,0.640167364016736,0.793478260869565,0.923928077455048,0.930362116991644,0.923398328690808,0.589147286821705,0.622950819672131,0.555065153425809,0.676691729323308,0.666666666666667,0.636217948717949,0.801924619085806,0.811688311688312,0.792913121361397
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.96180556 0.95138889 0.93706294 0.94755245 0.95454545],0.523206751054852,0.578059071729958,0.887316561844864,0.998603351955307,0.99721059972106,0.99860529986053,0.45933014354067,0.4,0.524786324786325,0.489795918367347,0.41025641025641,0.575961538461539,0.882961350027218,0.850104821802935,0.887316561844864
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.91666667 0.83333333 0.80208333 0.85106383],0.515723270440252,0.40251572327044,0.78391959798995,1,1,1,0.635071090047393,0.848101265822785,0.517800632911392,0.541062801932367,0.746666666666667,0.420952380952381,0.808035714285714,0.921119592875318,0.785621831177113
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71848739 0.7394958  0.72268908 0.71428571 0.72689076],0.571030640668524,0.506963788300836,0.789832285115304,0.940677966101695,0.932773109243698,0.941176470588235,0.554913294797688,0.542372881355932,0.570636990128516,0.506963788300836,0.5,0.507062146892655,0.787267904509284,0.777777777777778,0.789832285115304
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.51052632 0.53157895 0.43684211 0.46842105 0.5106383 ],0.5,0.509493670886076,0.501898734177215,0.594178082191781,0.732067510548523,0.5,0.570652173913043,0.686274509803922,0.505713942018525,0.586666666666667,0.705128205128205,0.511939102564103,0.588173731030874,0.717752234993614,0.503794561662428
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.6875     0.78125    0.70212766 0.68085106 0.71276596],0.60126582278481,0.639240506329114,0.812658227848101,0.941422594142259,0.949367088607595,0.940928270042194,0.627218934911243,0.757142857142857,0.617207792207792,0.698412698412698,0.776470588235294,0.627961321514907,0.822966507177033,0.877551020408163,0.813147369500564
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54861111 0.55555556 0.61111111 0.56944444 0.55633803],0.497907949790795,0.489539748953975,0.581103678929766,0.639777468706537,0.64066852367688,0.639275766016713,0.487179487179487,0.471074380165289,0.498249054489424,0.515873015873016,0.5078125,0.488140484234234,0.584232365145228,0.578947368421053,0.581140350877193
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svd,32,34,66,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.9375     0.84375    0.90425532 0.91489362 0.88297872],0.512658227848101,0.550632911392405,0.812658227848101,1,1,1,0.635071090047393,0.957142857142857,0.558116883116883,0.666666666666667,0.93421052631579,0.564666238767651,0.835189309576837,0.97911227154047,0.817565963780063
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93006993 0.94055944 0.9020979  0.9020979  0.90559441],0.589958158995816,0.560669456066946,0.863731656184486,0.960167714884696,0.960839160839161,0.96013986013986,0.598360655737705,0.59349593495935,0.589851415755537,0.564315352697095,0.586206896551724,0.561396131202691,0.864300626304802,0.867924528301887,0.863731656184486
svm_model_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.87762238 0.87762238 0.85664336 0.84265734 0.87323944],0.520833333333333,0.475,0.807127882599581,0.9045830202855,0.843137254901961,0.911064425770308,0.534412955465587,0.559322033898305,0.521464295637677,0.461538461538462,0.442622950819672,0.475548763545429,0.796909492273731,0.756813417190776,0.807127882599581
ensemble_model_N32_B34_E66_nb_zones_4_lab_svd,32,34,66,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.89583333 0.94791667 0.9375     0.92553191 0.93617021],0.60126582278481,0.563291139240506,0.833333333333333,1,1,1,0.712328767123288,0.975,0.596474358974359,0.676056338028169,0.9,0.558974358974359,0.854625550660793,0.974874371859296,0.832614850904267
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.85314685 0.8041958  0.7972028  0.78671329 0.82042254],0.645833333333333,0.654166666666667,0.823899371069182,0.88785046728972,0.931372549019608,0.882352941176471,0.60093896713615,0.551724137931034,0.642797552836485,0.640692640692641,0.596774193548387,0.656145717463849,0.826982492276004,0.841719077568134,0.823899371069182
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.75       0.75       0.71527778 0.74305556 0.72916667],0.4375,0.566666666666667,0.785833333333333,0.974860335195531,0.969444444444444,0.975,0.474708171206226,0.525862068965517,0.440350389321468,0.606060606060606,0.62015503875969,0.562329771632097,0.792239288601455,0.809917355371901,0.785630946593513
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.5625     0.5        0.45833333 0.53125   ],0.5375,0.53125,0.81375,1,1,1,0.55421686746988,0.547619047619048,0.536967418546366,0.522292993630573,0.602941176470588,0.540601023017903,0.814445828144458,0.834183673469388,0.814150660264106
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdne,4,48,52,10, low_bits_4_shifted_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5875     0.6125     0.61666667 0.6375     0.64285714],0.580281690140845,0.523943661971831,0.614779874213837,0.639585133967156,0.617696160267112,0.651919866444073,0.637469586374696,0.744318181818182,0.581656297613001,0.594724220623501,0.692737430167598,0.522505078720162,0.629722921914358,0.655136268343816,0.614779874213837
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58, zones, lab, svdn,948,316,316,0.6,0.2,0.2, [0.71578947 0.71052632 0.69473684 0.74736842 0.7712766 ],0.525316455696203,0.541139240506329,0.8,0.977964323189926,0.983122362869198,0.977848101265823,0.539877300613497,0.582781456953642,0.527754364840458,0.584527220630372,0.633540372670807,0.539350831496694,0.805896805896806,0.834605597964377,0.800174335506118
svm_model_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79166667 0.77083333 0.75       0.76056338 0.73239437],0.457983193277311,0.542016806722689,0.800335570469798,1,1,1,0.490118577075099,0.539130434782609,0.46062212796041,0.569169960474308,0.620689655172414,0.543951384963256,0.805237315875614,0.835314091680815,0.800741622954835
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.88541667 0.80208333 0.85416667 0.88541667 0.81914894],0.490566037735849,0.465408805031447,0.780150753768844,0.980972515856237,0.97071129707113,0.981171548117155,0.503067484662577,0.518987341772152,0.490743670886076,0.525139664804469,0.566265060240964,0.46076410906785,0.785276073619632,0.798004987531172,0.780015151993434
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.89583333 0.9375     0.85416667 0.84375    0.88541667],0.525,0.525,0.81,1,1,1,0.672413793103448,0.876404494382022,0.480455768317772,0.663716814159292,0.925925925925926,0.519924988279419,0.837953091684435,0.958536585365854,0.806191369606004
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88888889 0.8943662  0.86619718 0.8943662  0.90140845],0.565400843881857,0.506329113924051,0.802698145025295,0.980225988700565,0.974719101123596,0.980337078651685,0.653198653198653,0.718518518518519,0.540631808278867,0.568265682656827,0.706422018348624,0.521179759174312,0.816614420062696,0.868333333333333,0.801914106939704
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83098592 0.84507042 0.79577465 0.86619718 0.83802817],0.584745762711864,0.508474576271186,0.807952622673435,0.98191933240612,0.994366197183099,0.981690140845071,0.628787878787879,0.734513274336283,0.590833872940499,0.516666666666667,0.553571428571429,0.51065668202765,0.814390842191333,0.858620689655172,0.808878451139879
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.625      0.6092437  0.6512605  0.60504202 0.62184874],0.513966480446927,0.519553072625698,0.615828092243187,0.638655462184874,0.573825503355705,0.675335570469799,0.482142857142857,0.460227272727273,0.513080669330669,0.522222222222222,0.516483516483517,0.519605394605395,0.585172608941709,0.541928721174004,0.615828092243186
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.9375     0.91666667 0.88541667 0.89361702],0.572327044025157,0.547169811320755,0.819095477386935,0.99163179916318,0.99163179916318,0.99163179916318,0.626373626373626,0.686746987951807,0.567057704502219,0.612903225806452,0.678571428571429,0.539285714285714,0.829787234042553,0.864532019704433,0.818163445749653
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.82638889 0.88028169 0.86619718 0.84507042 0.81690141],0.50210970464135,0.535864978902954,0.785834738617201,0.963888888888889,0.974719101123596,0.963483146067416,0.593103448275862,0.699186991869919,0.494330338040222,0.60431654676259,0.743362831858407,0.545068512703397,0.802795031055901,0.873310810810811,0.785982004732005
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.63541667 0.61458333 0.65625    0.63541667 0.72916667],0.60625,0.64375,0.8075,0.927350427350427,0.904166666666667,0.929166666666667,0.546762589928057,0.527777777777778,0.599116161616161,0.666666666666667,0.695121951219512,0.642432770481551,0.802056555269923,0.791878172588832,0.8072691355555
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svd,32,34,66,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.91666667 0.88541667 0.90625    0.85106383],0.559748427672956,0.553459119496855,0.821608040201005,0.9979035639413,0.99581589958159,0.997907949790795,0.666666666666667,0.833333333333333,0.543333333333333,0.646766169154229,0.855263157894737,0.566185795814838,0.84009009009009,0.93483709273183,0.821322828481784
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svd,32,34,66, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.9375     0.94791667 0.90625    0.97916667 0.95744681],0.515723270440252,0.566037735849057,0.815326633165829,0.997912317327766,1,0.997907949790795,0.564971751412429,0.649350649350649,0.519797275894837,0.634920634920635,0.769230769230769,0.56980056980057,0.82603550295858,0.885786802030457,0.816027729373437
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.57916667 0.6875     0.55882353 0.60504202 0.60504202],0.571428571428571,0.526610644257703,0.790880503144654,0.936729663105998,0.954773869346734,0.935510887772194,0.583106267029973,0.607954545454545,0.571933073832245,0.542005420054201,0.552486187845304,0.526243093922652,0.795698924731183,0.814465408805031,0.790880503144654
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.64583333 0.68055556 0.64583333 0.59859155 0.65492958],0.558823529411765,0.584033613445378,0.777684563758389,0.914446002805049,0.910614525139665,0.914804469273743,0.578313253012048,0.590163934426229,0.558013001695873,0.605577689243028,0.628099173553719,0.583280356007629,0.781533388293487,0.788685524126456,0.777591493027695
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.92307692 0.94055944 0.94055944 0.8986014  0.90492958],0.541666666666667,0.520833333333333,0.867924528301887,0.981184668989547,0.985994397759104,0.98109243697479,0.382022471910112,0.295652173913043,0.531826086956522,0.416243654822335,0.328,0.529217391304348,0.860773480662983,0.816561844863732,0.867924528301887
ensemble_model_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52,10, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.73333333 0.74583333 0.78333333 0.78333333 0.74369748],0.515492957746479,0.540845070422535,0.79559748427673,0.954128440366972,0.954924874791319,0.954090150250417,0.524861878453039,0.516304347826087,0.515462115433511,0.530259365994236,0.538011695906433,0.540744978387999,0.79559748427673,0.79559748427673,0.79559748427673
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.44791667 0.5625     0.53191489 0.56382979],0.531645569620253,0.411392405063291,0.787878787878788,0.9979035639413,1,0.997899159663866,0.47887323943662,0.485714285714286,0.526948051948052,0.4,0.364705882352941,0.415229653505238,0.782945736434108,0.770992366412214,0.787751822303851
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.56770833 0.54166667 0.52083333 0.54166667 0.53645833],0.4875,0.471875,0.791875,1,1,1,0.503030303030303,0.488235294117647,0.487450980392157,0.453074433656958,0.448717948717949,0.47131019387117,0.791744840525328,0.785359801488834,0.79192423323812
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.82291667 0.86458333 0.91666667 0.85416667],0.4625,0.5375,0.8,1,1,1,0.532608695652174,0.563218390804598,0.452842072114628,0.626262626262626,0.765432098765432,0.534614783559931,0.814385150812065,0.860294117647059,0.798769507803121
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.54166667 0.5625     0.51041667 0.58333333],0.525,0.5625,0.5525,0.611721611721612,0.695833333333333,0.558333333333333,0.631067961165048,0.747126436781609,0.503700204692174,0.623655913978495,0.753246753246753,0.569394460960726,0.618336886993603,0.717821782178218,0.550830083008301
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdn,16,42,58,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.54210526 0.46842105 0.54736842 0.47894737 0.5       ],0.503164556962025,0.493670886075949,0.799367088607595,1,1,1,0.485245901639344,0.4625,0.503685897435897,0.5,0.509554140127389,0.493770780755518,0.798474253019708,0.793931731984829,0.799373977526001
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.51260504 0.48739496 0.49159664 0.52542373],0.483333333333333,0.461111111111111,0.796121593291405,0.992405063291139,0.98989898989899,0.992424242424242,0.46551724137931,0.442622950819672,0.484023339816616,0.448863636363636,0.446327683615819,0.460868759840696,0.793633952254642,0.784067085953878,0.796121593291405
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.90625    0.89583333 0.92553191 0.96808511 0.94680851],0.5,0.525316455696203,0.80253164556962,0.9957805907173,0.9957805907173,0.9957805907173,0.548571428571429,0.695652173913043,0.521983390327308,0.576271186440678,0.698630136986301,0.537550362610798,0.811138014527845,0.883905013192612,0.805699465233776
ensemble_model_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57142857 0.6302521  0.60504202 0.61764706 0.60504202],0.473537604456825,0.501392757660167,0.807127882599581,1,1,1,0.506527415143603,0.560693641618497,0.476583379949034,0.566585956416465,0.629032258064516,0.496597053887749,0.814702920443102,0.848008385744235,0.807127882599581
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdne,40,0,40,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.96153846 0.94055944 0.94405594 0.95104895 0.95422535],0.620833333333333,0.533333333333333,0.878930817610063,0.98041958041958,0.981792717086835,0.980392156862745,0.508108108108108,0.405172413793103,0.613876529477197,0.445544554455446,0.362903225806452,0.539210233592881,0.872867363786461,0.831236897274633,0.878930817610063
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.59166667 0.64705882 0.57983193 0.71428571 0.60504202],0.46927374301676,0.44413407821229,0.612159329140461,0.70379746835443,0.699664429530201,0.705536912751678,0.417177914110429,0.375690607734807,0.470331179573618,0.387692307692308,0.35593220338983,0.443159471860661,0.596949891067538,0.574423480083857,0.612159329140461
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.53645833 0.51041667 0.546875   0.48958333 0.453125  ],0.490625,0.484375,0.795,1,1,1,0.489028213166144,0.478527607361963,0.49085616036888,0.485981308411215,0.5,0.484756097560976,0.795,0.795994993742178,0.795001242189441
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.52083333 0.52777778 0.47222222 0.5       ],0.556485355648536,0.556485355648536,0.822742474916388,1,1,1,0.554621848739496,0.584070796460177,0.557908414103104,0.539130434782609,0.548672566371681,0.556082314931872,0.821247892074199,0.832478632478633,0.822949627204946
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdn,8,46,54,10, low_bits_4_shifted_2, svdn,1200,400,400,0.6,0.2,0.2, [0.525      0.53333333 0.51666667 0.52916667 0.49583333],0.46045197740113,0.497175141242938,0.508385744234801,0.596167494677076,0.7,0.525833333333333,0.548463356973995,0.651685393258427,0.459365423901941,0.580188679245283,0.698863636363636,0.4983082226762,0.584219858156028,0.690775681341719,0.508385744234801
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.94680851 0.86170213 0.90425532 0.94680851 0.89361702],0.544871794871795,0.551282051282051,0.819693094629156,1,1,1,0.589595375722543,0.68,0.549876543209877,0.597701149425287,0.702702702702703,0.558668424522083,0.827417380660955,0.880208333333333,0.820757432998325
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.5625     0.55       0.50420168 0.5        0.5210084 ],0.543417366946779,0.476190476190476,0.586477987421384,0.609777777777778,0.574539363484087,0.632328308207705,0.540845070422535,0.487309644670051,0.549904822335025,0.413793103448276,0.4125,0.470209390862944,0.56142301278488,0.529350104821803,0.586477987421384
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.625      0.61344538 0.61344538 0.6092437  0.60084034],0.536312849162011,0.527932960893855,0.766247379454927,0.906957250628667,0.907718120805369,0.906879194630873,0.511764705882353,0.505813953488372,0.535165041260315,0.53185595567867,0.516129032258065,0.528413353338335,0.764519535374868,0.758909853249476,0.766247379454927
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5625     0.53125    0.4787234  0.4893617 ],0.5,0.468354430379747,0.794191919191919,1,1,1,0.414814814814815,0.405797101449275,0.489415404657222,0.44,0.397590361445783,0.472128514056225,0.78580814717477,0.766666666666667,0.793781094527363
ensemble_model_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.84722222 0.86111111 0.85416667 0.88888889 0.84507042],0.493723849372385,0.548117154811716,0.808528428093645,1,1,1,0.581314878892734,0.694214876033058,0.491175234626698,0.63758389261745,0.805084745762712,0.551302703459868,0.824521072796935,0.899665551839465,0.808528428093645
svm_model_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.8125     0.88541667 0.82291667 0.84375    0.875     ],0.46875,0.55,0.8025,0.997912317327766,0.995833333333333,0.997916666666667,0.525139664804469,0.635135135135135,0.480358265241986,0.660377358490566,0.760869565217391,0.512787723785166,0.818390804597701,0.876847290640394,0.801367807756745
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63865546 0.72268908 0.71428571 0.70168067 0.70588235],0.481894150417827,0.484679665738162,0.741614255765199,0.896434634974533,0.887394957983193,0.897478991596639,0.515625,0.546961325966851,0.481345831522751,0.514435695538058,0.550561797752809,0.48522565025762,0.746268656716418,0.759958071278826,0.741614255765199
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.49583333 0.5125     0.525      0.52083333 0.51260504],0.543661971830986,0.484507042253521,0.819182389937107,1,1,1,0.517857142857143,0.502890173410405,0.542653877913993,0.484507042253521,0.472527472527472,0.484818649558534,0.817363684489147,0.809224318658281,0.819182389937107
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.50694444 0.50694444 0.48611111 0.5625     0.5       ],0.483333333333333,0.495833333333333,0.7375,0.904371584699454,0.919444444444444,0.902777777777778,0.460869565217391,0.441666666666667,0.483333333333333,0.462222222222222,0.452173913043478,0.494086956521739,0.734625105307498,0.732773109243697,0.737460934787138
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.54166667 0.49479167 0.54166667 0.49479167 0.44736842],0.476489028213166,0.532915360501567,0.802005012531328,1,1,1,0.441471571906355,0.423076923076923,0.475342142520057,0.511475409836066,0.478527607361963,0.534135598552776,0.797695262483995,0.780701754385965,0.802005012531328
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.95804196 0.92657343 0.94055944 0.95454545 0.91901408],0.570833333333333,0.491666666666667,0.871069182389937,0.985200845665962,0.978991596638655,0.985294117647059,0.554112554112554,0.542372881355932,0.570366768546819,0.504065040650407,0.508196721311475,0.491386496248958,0.870253164556962,0.864779874213837,0.871069182389937
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.52631579 0.5        0.53684211 0.5        0.58510638],0.490506329113924,0.525316455696203,0.686708860759494,0.80672268907563,0.810126582278481,0.80590717299578,0.482315112540193,0.480769230769231,0.490384615384615,0.493243243243243,0.464968152866242,0.5249369066218,0.682488774855677,0.675984752223634,0.686668290361502
svm_model_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.94270833 0.93229167 0.90104167 0.91145833 0.92105263],0.586206896551724,0.539184952978056,0.796365914786967,0.950643776824034,0.924843423799582,0.951983298538622,0.604790419161677,0.706293706293706,0.597465034965035,0.599455040871935,0.691823899371069,0.539661949685535,0.800979791794244,0.837387964148527,0.797221589436227
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.69791667 0.72916667 0.80208333 0.80208333],0.4375,0.45625,0.77875,1,1,1,0.505494505494506,0.55421686746988,0.432952589579096,0.508474576271186,0.5625,0.45625,0.789034564958284,0.821339950372208,0.778428161584089
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdn,26,37,63,6, low_bits_4_shifted_2, svdn,708,236,236,0.6,0.2,0.2, [0.6056338  0.56338028 0.57042254 0.49295775 0.54285714],0.495762711864407,0.48728813559322,0.733898305084746,0.892753623188406,0.870056497175141,0.895480225988701,0.510288065843621,0.574074074074074,0.501880787037037,0.497925311203319,0.508474576271186,0.48728813559322,0.732538330494038,0.741379310344828,0.734022988505747
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.875      0.875      0.87234043 0.86170213 0.84042553],0.506329113924051,0.506329113924051,0.793670886075949,0.985263157894737,0.987341772151899,0.985232067510548,0.561797752808989,0.649350649350649,0.50986050986051,0.580645161290323,0.666666666666667,0.502164502164502,0.805721096543504,0.855696202531646,0.793670886075949
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52083333 0.49305556 0.59027778 0.57042254 0.56338028],0.567226890756302,0.579831932773109,0.573825503355705,0.635603345280765,0.743016759776536,0.574022346368715,0.63859649122807,0.728,0.558690265486726,0.657534246575342,0.761904761904762,0.568452380952381,0.640735502121641,0.74384236453202,0.57003438981318
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.66666667 0.58333333 0.54166667 0.63194444 0.59722222],0.479166666666667,0.5125,0.601666666666667,0.659942363112392,0.636111111111111,0.672222222222222,0.50199203187251,0.520661157024793,0.47881797347038,0.526315789473684,0.524193548387097,0.512096774193548,0.598993288590604,0.590082644628099,0.60176401138968
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.47916667 0.46875    0.45833333 0.5625    ],0.53125,0.48125,0.8025,1,1,1,0.509803921568627,0.433333333333333,0.545238095238095,0.464516129032258,0.461538461538462,0.480769230769231,0.799492385786802,0.772058823529412,0.8031212484994
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.45833333 0.54166667 0.57446809 0.59574468 0.53191489],0.512658227848101,0.550632911392405,0.756962025316456,0.911290322580645,0.953586497890295,0.907172995780591,0.509554140127389,0.506329113924051,0.512658227848101,0.529801324503311,0.526315789473684,0.549743260590501,0.761194029850746,0.780612244897959,0.757140293303251
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.49479167 0.60416667 0.53125    0.53645833 0.47916667],0.49375,0.471875,0.793125,1,1,1,0.484076433121019,0.484076433121019,0.493571958891798,0.456591639871383,0.440993788819876,0.472069221453963,0.791167192429022,0.785714285714286,0.793106519415746
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdne,4,48,52,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.62184874 0.65966387 0.67226891 0.67647059 0.65677966],0.519444444444444,0.588888888888889,0.823899371069182,0.987320371935757,0.983164983164983,0.987373737373737,0.574938574938575,0.680232558139535,0.526286491835725,0.622448979591837,0.648936170212766,0.586095992083127,0.830474268415742,0.862683438155136,0.823899371069182
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdn,32,34,66,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.60416667 0.5625     0.57291667 0.58333333 0.57291667],0.5,0.45,0.57375,0.612975391498881,0.570833333333333,0.639583333333333,0.518072289156627,0.551282051282051,0.501250781738587,0.421052631578947,0.457142857142857,0.450793650793651,0.554248366013072,0.54639175257732,0.572953157842058
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.93055556 0.93402778 0.93356643 0.92307692 0.90909091],0.679324894514768,0.725738396624473,0.921907756813417,0.994452149791956,1,0.99442119944212,0.683333333333333,0.700854700854701,0.679594017094017,0.723404255319149,0.708333333333333,0.725961538461538,0.92227438706312,0.926624737945493,0.921907756813417
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.68333333 0.65833333 0.67647059 0.60084034 0.64285714],0.557422969187675,0.605042016806723,0.782494758909853,0.903814262023217,0.912897822445561,0.90284757118928,0.524096385542169,0.486033519553073,0.55762350134957,0.571428571428571,0.528089887640449,0.604827066725253,0.777718264595608,0.761006289308176,0.782494758909853
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52083333 0.54861111 0.51388889 0.5915493  0.48591549],0.5,0.487394957983193,0.522651006711409,0.554347826086956,0.569832402234637,0.541899441340782,0.514285714285714,0.543103448275862,0.501059920859243,0.487394957983193,0.456692913385827,0.489607717954175,0.533223954060705,0.540765391014975,0.522497754729146
ensemble_model_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.85416667 0.8125     0.80851064 0.78723404 0.84042553],0.506329113924051,0.481012658227848,0.79746835443038,1,1,1,0.602040816326531,0.756410256410256,0.509455128205128,0.585858585858586,0.734177215189873,0.481012658227848,0.815668202764977,0.898477157360406,0.797723427165052
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.44791667 0.48958333 0.5        0.53191489 0.4893617 ],0.569620253164557,0.518987341772152,0.818181818181818,1,1,1,0.552631578947368,0.518518518518518,0.570947570947571,0.506493506493507,0.513157894736842,0.518774069319641,0.815856777493606,0.807594936708861,0.818155150974078
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65416667 0.63865546 0.70168067 0.68487395 0.61764706],0.46927374301676,0.460893854748603,0.788784067085954,0.983136593591905,0.978187919463087,0.983221476510067,0.541062801932367,0.61878453038674,0.46758435558885,0.508905852417303,0.564971751412429,0.462043886755938,0.797792272955344,0.833333333333333,0.788784067085954
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.45833333 0.55       0.49159664 0.53361345 0.45798319],0.509803921568627,0.490196078431373,0.812893081761006,1,1,1,0.468085106382979,0.425414364640884,0.511002636865897,0.491620111731844,0.5,0.490331491712707,0.810207336523126,0.79874213836478,0.812893081761006
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.73958333 0.71875    0.67708333 0.64583333],0.39375,0.4625,0.72625,0.925619834710744,0.933333333333333,0.925,0.439306358381503,0.506666666666667,0.400392156862745,0.511363636363636,0.529411764705882,0.458039215686275,0.737094837935174,0.7675,0.72625
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.66666667 0.625      0.60416667 0.52083333],0.475,0.46875,0.69375,0.846774193548387,0.875,0.841666666666667,0.44,0.44,0.472941176470588,0.45859872611465,0.433734939759036,0.470114223126271,0.694894146948941,0.701005025125628,0.693786094652366
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66,4, low_bits_5, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.54166667 0.53191489 0.5212766  0.63829787 0.60638298],0.477707006369427,0.535031847133758,0.802798982188295,1,1,1,0.453333333333333,0.419753086419753,0.47961338531514,0.546583850931677,0.55,0.53474025974026,0.802043422733078,0.790931989924433,0.802921007815687
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.51041667 0.5625     0.57291667 0.46875   ],0.55625,0.51875,0.81375,0.997920997920998,1,0.997916666666667,0.547770700636943,0.5375,0.55625,0.496732026143791,0.5,0.517857142857143,0.811630847029077,0.810606060606061,0.813718871887189
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.47916667 0.50704225 0.50704225 0.47887324],0.46218487394958,0.470588235294118,0.783193277310924,0.99438202247191,0.991596638655462,0.994397759103642,0.452991452991453,0.449152542372881,0.462076271186441,0.427272727272727,0.465346534653465,0.469899544698995,0.778730703259005,0.788194444444444,0.78334803655447
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63, zones, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.74305556 0.70138889 0.69444444 0.70138889 0.71126761],0.560669456066946,0.518828451882845,0.809364548494983,0.988888888888889,0.991643454038997,0.988857938718663,0.600760456273764,0.622047244094488,0.556559336332958,0.545454545454546,0.560975609756098,0.51755677039529,0.815533980582524,0.827586206896552,0.8090230864125
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75833333 0.76666667 0.77916667 0.81092437 0.83193277],0.533707865168539,0.564606741573034,0.801362683438155,0.951013513513514,0.941471571906355,0.951505016722408,0.578680203045685,0.666666666666667,0.538738738738739,0.60559796437659,0.643243243243243,0.561387703492967,0.807711821410452,0.834381551362683,0.801362683438155
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.8125     0.80208333 0.84375    0.82291667 0.78125   ],0.5,0.49375,0.7975,0.997920997920998,1,0.997916666666667,0.56043956043956,0.662337662337662,0.505867626349554,0.542372881355932,0.592592592592593,0.492498827941866,0.807142857142857,0.851758793969849,0.797769944248606
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdn,32,34,66,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.48958333 0.61458333 0.63541667 0.68085106],0.50314465408805,0.490566037735849,0.798994974874372,1,1,1,0.548571428571429,0.585365853658537,0.500475134621476,0.575916230366492,0.617977528089888,0.473274478330658,0.81042654028436,0.834146341463415,0.797902186275749
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.5625     0.43055556 0.45138889 0.5625     0.47222222],0.4625,0.504166666666667,0.793333333333333,1,1,1,0.464730290456432,0.509090909090909,0.466083916083916,0.529644268774704,0.51937984496124,0.502933165723863,0.795716639209225,0.806343906510851,0.793354981541615
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.52083333 0.41666667 0.52083333 0.44680851],0.540880503144654,0.522012578616352,0.812814070351759,1,1,1,0.546583850931677,0.54320987654321,0.540835707502374,0.530864197530864,0.524390243902439,0.521935381691479,0.81398252184769,0.810945273631841,0.812833042907291
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.50416667 0.52083333 0.51666667 0.5        0.52916667],0.46045197740113,0.494350282485876,0.515199161425577,0.546197874080131,0.556666666666667,0.5375,0.443148688046647,0.436781609195402,0.460057471264368,0.501392757660167,0.5,0.494252873563219,0.519480519480519,0.524109014675052,0.515199161425577
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.64166667 0.65833333 0.63333333 0.63445378 0.64705882],0.51123595505618,0.51685393258427,0.629979035639413,0.698492462311558,0.697324414715719,0.698996655518395,0.524590163934426,0.571428571428571,0.514437689969605,0.558974358974359,0.579787234042553,0.513107902735562,0.637948717948718,0.651991614255765,0.629979035639413
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.53645833 0.54736842 0.55263158 0.55789474],0.487421383647799,0.49685534591195,0.793081761006289,0.993697478991597,0.991614255765199,0.993710691823899,0.498461538461538,0.525974025974026,0.488596769084574,0.503105590062112,0.496932515337423,0.496853354442905,0.794246404002502,0.799748110831234,0.793090135817627
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.48947368 0.49473684 0.50526316 0.48947368],0.5,0.537974683544304,0.804045512010114,0.993710691823899,0.997894736842105,0.993684210526316,0.515337423312883,0.506024096385542,0.499678714859438,0.54375,0.557692307692308,0.538221153846154,0.80625,0.809284818067754,0.804005466358718
ensemble_model_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.85263158 0.86842105 0.84736842 0.85789474 0.86702128],0.626582278481013,0.579113924050633,0.817088607594937,0.960167714884696,0.966244725738397,0.959915611814346,0.681081081081081,0.759036144578313,0.619518072289157,0.598187311178248,0.664429530201342,0.583711771088695,0.825377643504532,0.865652724968314,0.817150003444966
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54861111 0.51388889 0.49305556 0.57638889 0.64084507],0.552301255230126,0.560669456066946,0.822742474916388,1,1,1,0.559670781893004,0.596491228070175,0.554245614035088,0.597701149425287,0.609375,0.556939752252252,0.826513911620295,0.84026622296173,0.822654119884227
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.71875    0.70833333 0.79787234 0.75531915 0.74468085],0.531645569620253,0.531645569620253,0.80253164556962,0.982978723404255,0.974683544303797,0.983122362869198,0.5375,0.558441558441558,0.532307198973866,0.584269662921348,0.626506024096386,0.526586345381526,0.806930693069307,0.821158690176322,0.802436851449484
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.54166667 0.5        0.52112676 0.57042254],0.495798319327731,0.516806722689076,0.802521008403361,1,1,1,0.552238805970149,0.560606060606061,0.487850200114351,0.514767932489452,0.586538461538462,0.52461251435132,0.807219031993437,0.829679595278246,0.802611991943981
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.65966387 0.64705882 0.73109244 0.70588235 0.69067797],0.525,0.552777777777778,0.818658280922432,0.988195615514334,0.986531986531986,0.988215488215488,0.548812664907652,0.571428571428571,0.524478330658106,0.583979328165375,0.634831460674157,0.553679466600815,0.822745901639344,0.841719077568134,0.818658280922432
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdn,26,37,63,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.57638889 0.52777778 0.54166667 0.54861111],0.466666666666667,0.4625,0.785833333333333,1,1,1,0.457627118644068,0.47787610619469,0.467284509790259,0.473469387755102,0.5,0.463709677419355,0.78601165695254,0.801358234295416,0.786112832368657
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.625      0.64583333 0.54255319 0.59574468 0.56382979],0.512658227848101,0.518987341772152,0.80506329113924,0.997894736842105,1,0.99789029535865,0.446043165467626,0.418918918918919,0.507078507078507,0.5,0.487179487179487,0.518589743589744,0.798955613577023,0.786632390745501,0.804787517068511
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.47894737 0.5        0.57368421 0.49473684 0.46276596],0.522151898734177,0.531645569620253,0.805696202531646,0.991507430997877,0.985232067510548,0.991561181434599,0.517571884984026,0.512658227848101,0.522151898734177,0.525641025641025,0.535947712418301,0.531777537190745,0.804084237396298,0.802547770700637,0.805676401073589
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.70833333 0.79166667 0.75       0.84375   ],0.425,0.5,0.67,0.804255319148936,0.7875,0.808333333333333,0.494505494505494,0.592105263157895,0.432957393483709,0.56989247311828,0.616279069767442,0.490571967316153,0.684964200477327,0.713930348258706,0.669779244481112
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.59375    0.5625     0.63829787 0.56382979],0.531645569620253,0.506329113924051,0.804292929292929,0.993710691823899,0.995798319327731,0.993697478991597,0.493150684931507,0.514285714285714,0.52987012987013,0.530120481927711,0.55,0.505769230769231,0.803548795944233,0.81701030927835,0.804544758599571
svm_model_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66,4, lab, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.88297872 0.94680851 0.9787234  0.91489362 0.93617021],0.532051282051282,0.525641025641026,0.81074168797954,0.997876857749469,1,0.997872340425532,0.503401360544218,0.474358974358974,0.532051282051282,0.486111111111111,0.454545454545455,0.524741081703107,0.805774278215223,0.787179487179487,0.810681580324437
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.45833333 0.48611111 0.52112676 0.49295775 0.57746479],0.474789915966386,0.521008403361345,0.799159663865546,1,1,1,0.476987447698745,0.463414634146341,0.475185577942736,0.508620689655172,0.472,0.523610619469027,0.79831223628692,0.781818181818182,0.799456099456099
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.55208333 0.5625     0.50526316 0.49473684 0.46842105],0.49685534591195,0.588050314465409,0.813207547169811,0.993684210526316,0.989517819706499,0.993710691823899,0.490445859872611,0.506578947368421,0.497265377298668,0.594427244582043,0.585365853658537,0.588137472283814,0.812854442344045,0.813366960907944,0.813207947204286
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.57983193 0.64705882 0.62184874 0.64705882 0.6440678 ],0.505555555555556,0.544444444444444,0.797169811320755,0.962468723936614,0.971380471380471,0.962121212121212,0.543589743589743,0.543589743589743,0.502097902097902,0.526011560693642,0.551515151515152,0.544988344988345,0.8,0.811320754716981,0.797169811320755
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.46842105 0.51578947 0.51052632 0.47368421 0.51595745],0.5,0.515822784810127,0.803164556962025,1,1,1,0.512345679012346,0.528662420382166,0.500180266794856,0.534954407294833,0.526946107784431,0.515150906241209,0.805746408494691,0.808270676691729,0.803112320443051
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,480,160,160,0.6,0.2,0.2, [0.63541667 0.53125    0.58333333 0.60416667 0.55208333],0.44375,0.50625,0.79,1,1,1,0.473372781065089,0.5,0.44375,0.548571428571429,0.578313253012048,0.503442340791738,0.796116504854369,0.813895781637717,0.789819427342788
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66,4, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.65957447 0.61702128 0.71276596 0.71276596 0.67021277],0.596153846153846,0.576923076923077,0.670076726342711,0.695035460992908,0.625531914893617,0.725531914893617,0.582781456953642,0.55,0.597368421052631,0.611764705882353,0.559139784946237,0.58115719406042,0.653225806451613,0.595588235294118,0.67346256684492
svm_model_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.94444444 0.88194444 0.94444444 0.94444444 0.91666667],0.545833333333333,0.616666666666667,0.815833333333333,0.972451790633609,0.980555555555556,0.972222222222222,0.555102040816326,0.586206896551724,0.547135706340378,0.656716417910448,0.739495798319328,0.617681783457185,0.821630347054076,0.855462184873949,0.81616084450309
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.44117647 0.49159664 0.49579832 0.50420168 0.51271186],0.505555555555556,0.544444444444444,0.817085953878407,0.994112699747687,0.994949494949495,0.994107744107744,0.516304347826087,0.53072625698324,0.505694620204327,0.556756756756757,0.569060773480663,0.544306923053181,0.8188894654904,0.827044025157233,0.817085953878407
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65833333 0.675      0.71666667 0.6875     0.70588235],0.554929577464789,0.580281690140845,0.816561844863732,0.9639564124057,0.959933222036728,0.964106844741236,0.543352601156069,0.537142857142857,0.55468253968254,0.577903682719547,0.566666666666667,0.58047619047619,0.815010570824524,0.808176100628931,0.816561844863732
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.65972222 0.63888889 0.74305556 0.63194444 0.67361111],0.479166666666667,0.529166666666667,0.726666666666667,0.879679144385027,0.913888888888889,0.875,0.493927125506073,0.491935483870968,0.478726362625139,0.506550218340611,0.517857142857143,0.528459821428571,0.73202614379085,0.751677852348993,0.72683230365794
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5375     0.47083333 0.54166667 0.5        0.52941176],0.485955056179775,0.519662921348315,0.667714884696017,0.777070063694268,0.816053511705686,0.765886287625418,0.514588859416446,0.521505376344086,0.484282099936749,0.539083557951482,0.588235294117647,0.522612270714738,0.683632734530938,0.718029350104822,0.667714884696017
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54,10, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.44166667 0.52083333 0.47916667 0.45       0.49579832],0.523943661971831,0.484507042253521,0.815513626834382,1,1,1,0.542005420054201,0.543478260869565,0.523201118738876,0.469565217391304,0.473684210526316,0.48412471395881,0.815899581589958,0.817610062893082,0.815513626834382
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.53157895 0.45789474 0.47894737 0.50526316],0.430379746835443,0.522151898734177,0.783817951959545,0.988359788359788,0.983157894736842,0.988421052631579,0.447852760736196,0.474025974025974,0.431457431457431,0.501650165016502,0.5,0.521341463414634,0.78271918678526,0.788732394366197,0.783879305797331
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.625      0.55208333 0.59574468 0.53191489],0.556962025316456,0.474683544303798,0.803030303030303,0.993710691823899,0.995798319327731,0.993697478991597,0.606741573033708,0.620689655172414,0.549781447304517,0.464516129032258,0.48,0.474939759036145,0.807407407407407,0.8175,0.802882653061224
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.8125     0.80851064 0.88297872 0.87234043],0.531645569620253,0.449367088607595,0.79620253164557,1,1,1,0.579545454545455,0.698630136986301,0.543432715551974,0.508474576271186,0.5625,0.447916666666667,0.805320435308343,0.853846153846154,0.796923076923077
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54,10, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.49583333 0.55       0.55833333 0.52916667 0.49166667],0.542372881355932,0.5,0.822327044025157,1,1,1,0.564516129032258,0.558510638297872,0.541303511920021,0.498583569405099,0.530120481927711,0.50176236862343,0.823896103896104,0.831236897274633,0.822327044025157
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.88541667 0.89583333 0.94791667 0.89583333],0.50625,0.4625,0.77125,0.96137339055794,0.933333333333333,0.9625,0.532544378698225,0.592105263157895,0.510338345864662,0.469135802469136,0.542857142857143,0.471428571428571,0.77038895859473,0.795336787564767,0.772064529048084
ensemble_model_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.94791667 0.92708333 0.95833333 0.9375    ],0.60625,0.5125,0.82375,1,1,1,0.644067796610169,0.863636363636364,0.64458413926499,0.606060606060606,0.731707317073171,0.506879299562226,0.835087719298245,0.920103092783505,0.826556400760684
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.69166667 0.7        0.70588235 0.65966387 0.68907563],0.554621848739496,0.565826330532213,0.802410901467505,0.946745562130178,0.938023450586265,0.947236180904523,0.557103064066852,0.595238095238095,0.556878306878307,0.599483204134367,0.613756613756614,0.562830687830688,0.804561949196475,0.813417190775681,0.802410901467505
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdn,8,46,54,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.51666667 0.475      0.54201681 0.52521008 0.54621849],0.467787114845938,0.481792717086835,0.803459119496855,1,1,1,0.49468085106383,0.497326203208556,0.466310160427808,0.484679665738162,0.511764705882353,0.483155080213904,0.805598755832037,0.814465408805031,0.803459119496855
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.94055944 0.94755245 0.95104895 0.95104895 0.95422535],0.608333333333333,0.5875,0.89832285115304,0.999299229152067,0.99859943977591,0.999299719887955,0.560747663551402,0.517241379310345,0.605394883203559,0.547945205479452,0.483870967741936,0.59107341490545,0.895698924731183,0.873165618448637,0.89832285115304
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.46527778 0.49305556 0.49305556 0.45070423 0.51408451],0.474789915966386,0.521008403361345,0.796140939597315,0.994413407821229,0.994413407821229,0.994413407821229,0.463519313304721,0.435483870967742,0.476513865308432,0.504347826086956,0.475409836065574,0.522187676653477,0.793893129770992,0.774834437086093,0.796430823985223
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdne,32,34,66,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.86458333 0.86458333 0.88541667 0.89583333 0.8125    ],0.575,0.50625,0.8125,0.993710691823899,0.9875,0.99375,0.604651162790698,0.666666666666667,0.577235772357724,0.548571428571429,0.631578947368421,0.512218045112782,0.817961165048544,0.855329949238579,0.813132954914856
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61805556 0.65972222 0.72222222 0.66901408 0.68309859],0.525210084033613,0.504201680672269,0.665268456375839,0.757225433526011,0.731843575418994,0.76536312849162,0.549800796812749,0.570247933884297,0.524440206258388,0.508333333333333,0.544642857142857,0.506448412698413,0.662721893491124,0.663282571912014,0.665251934874476
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.66666667 0.65957447 0.76595745 0.69148936],0.569620253164557,0.556962025316456,0.778481012658228,0.923711340206186,0.945147679324894,0.921940928270042,0.558441558441558,0.544303797468354,0.569620253164557,0.573170731707317,0.552941176470588,0.557292506043513,0.782067247820673,0.783042394014963,0.778410657161723
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.50694444 0.55555556 0.59027778 0.54929577],0.535564853556485,0.569037656903766,0.815217391304348,0.99023709902371,0.988857938718663,0.99025069637883,0.574712643678161,0.609756097560976,0.533326324642557,0.569037656903766,0.56198347107438,0.569127328757529,0.818405916187346,0.825870646766169,0.815127566216137
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.60416667 0.625      0.56338028 0.5915493  0.57746479],0.457983193277311,0.478991596638655,0.787394957983193,1,1,1,0.460251046025105,0.5,0.4609375,0.507936507936508,0.556521739130435,0.481512902085543,0.790041493775934,0.81786941580756,0.788046550009043
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.86013986 0.84265734 0.80769231 0.79370629 0.83098592],0.591666666666667,0.620833333333333,0.878406708595388,0.970406056434962,0.987394957983193,0.969887955182073,0.625954198473282,0.656,0.588869565217391,0.606060606060606,0.608695652173913,0.620347826086956,0.880781089414183,0.89832285115304,0.878406708595388
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,720,240,240,0.6,0.2,0.2, [0.52777778 0.52777778 0.5625     0.60416667 0.52777778],0.475,0.495833333333333,0.7875,0.988857938718663,0.986111111111111,0.988888888888889,0.483606557377049,0.4609375,0.476004464285714,0.489451476793249,0.527272727272727,0.498251748251748,0.787322768974145,0.789297658862876,0.787505972288581
ensemble_model_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.91958042 0.93706294 0.94055944 0.95454545 0.94014085],0.525,0.5375,0.879979035639413,0.997191011235955,0.994397759103642,0.997198879551821,0.457142857142857,0.375,0.535714285714286,0.458536585365854,0.419642857142857,0.530133928571429,0.87547580206634,0.843815513626834,0.879979035639413
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.91145833 0.921875   0.86458333 0.88541667 0.875     ],0.509375,0.51875,0.794375,0.981327800829876,0.985416666666667,0.98125,0.560224089635854,0.684931506849315,0.523500236183278,0.588235294117647,0.683229813664596,0.517715535763116,0.805899705014749,0.867852604828462,0.795549918650394
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75520833 0.74479167 0.72916667 0.77604167 0.69473684],0.567398119122257,0.589341692789969,0.729323308270677,0.834181078331638,0.855949895615866,0.829853862212944,0.589285714285714,0.607361963190184,0.566501494415605,0.599388379204893,0.566473988439306,0.591456172301845,0.737545565006075,0.74478527607362,0.728986748152047
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.84375    0.80208333 0.85416667 0.8125     0.86458333],0.45,0.575,0.79625,0.985324947589098,0.979166666666667,0.985416666666667,0.469879518072289,0.513157894736842,0.453007518796992,0.585365853658537,0.592592592592593,0.574777308954524,0.798017348203222,0.811083123425693,0.79636042027364
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6        0.56302521 0.60084034 0.62605042 0.60084034],0.567039106145251,0.597765363128492,0.783542976939203,0.905629139072848,0.917785234899329,0.904362416107382,0.525993883792049,0.44559585492228,0.577343382006594,0.482014388489209,0.406060606060606,0.583859318574344,0.772200772200772,0.733752620545073,0.783542976939203
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdne,16,42,58,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75520833 0.73958333 0.75       0.78645833 0.71578947],0.523510971786834,0.579937304075235,0.775689223057644,0.921739130434783,0.88517745302714,0.924843423799582,0.525,0.518518518518518,0.523590469450342,0.591463414634146,0.577380952380952,0.580081204667297,0.771683673469388,0.747836835599506,0.776078519451595
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.875      0.8125     0.89361702 0.81914894 0.90425532],0.588607594936709,0.544303797468354,0.813924050632911,0.978813559322034,0.974683544303797,0.978902953586498,0.644808743169399,0.67816091954023,0.578517079488425,0.586206896551724,0.573033707865169,0.540140042338381,0.822677925211098,0.825665859564165,0.813363433760862
ensemble_model_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.9375     0.9375     0.97183099 0.97183099 0.91549296],0.571428571428571,0.57563025210084,0.827731092436975,0.997198879551821,0.997198879551821,0.997198879551821,0.622222222222222,0.711864406779661,0.572598870056497,0.63003663003663,0.728813559322034,0.576906779661017,0.836913285600636,0.887015177065767,0.827929699085647
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.91666667 0.83333333 0.97916667 0.875     ],0.61875,0.55625,0.835,1,1,1,0.687179487179487,0.797619047619048,0.609335839598997,0.624338624338624,0.819444444444444,0.580176767676768,0.847222222222222,0.924242424242424,0.835883588358836
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.96875    0.92708333 0.89583333 0.88541667 0.89583333],0.48125,0.4875,0.7875,0.989517819706499,0.983333333333333,0.989583333333333,0.578680203045685,0.721518987341772,0.484216283794343,0.554347826086956,0.614457831325301,0.482553590987326,0.801864801864802,0.855721393034826,0.787157178929473
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.70833333 0.78125    0.80526316 0.71578947 0.78421053],0.522012578616352,0.518867924528302,0.745283018867924,0.893842887473461,0.882599580712788,0.895178197064989,0.552941176470588,0.61038961038961,0.524707000316756,0.534954407294833,0.539877300613497,0.518325747080942,0.748603351955307,0.759445843828715,0.745300811361594
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.66386555 0.65546218 0.62605042 0.60084034],0.562674094707521,0.523676880222841,0.790880503144654,0.939677145284622,0.929411764705882,0.940336134453781,0.59846547314578,0.668571428571429,0.56526397515528,0.57985257985258,0.641304347826087,0.520652173913043,0.797974683544304,0.825995807127883,0.790880503144654
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.52777778 0.51388889 0.5625     0.52777778 0.51388889],0.595833333333333,0.55,0.825,0.993084370677732,0.997222222222222,0.993055555555556,0.572687224669604,0.575221238938053,0.594697233642255,0.55,0.536585365853659,0.550343964978111,0.823529411764706,0.822147651006711,0.824981110271568
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5125     0.45833333 0.4875     0.48319328 0.46638655],0.466292134831461,0.508426966292135,0.808700209643606,1,1,1,0.457142857142857,0.473372781065089,0.466632914596715,0.55012853470437,0.572192513368984,0.505031167927096,0.811369509043928,0.822851153039832,0.808700209643606
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdne,32,34,66,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.78125    0.85416667 0.8125     0.875     ],0.525,0.55625,0.805,0.981288981288981,0.983333333333333,0.98125,0.506493506493507,0.513157894736842,0.524436090225564,0.579881656804734,0.653333333333333,0.561960784313726,0.805970149253731,0.828644501278772,0.805520294649166
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65972222 0.6875     0.67361111 0.64084507 0.70422535],0.584033613445378,0.567226890756302,0.764261744966443,0.887303851640514,0.868715083798883,0.889664804469274,0.617760617760618,0.672268907563025,0.584033613445378,0.608365019011407,0.683760683760684,0.569153069153069,0.770237121831562,0.792929292929293,0.764357623053275
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.71666667 0.70416667 0.725      0.68487395 0.71848739],0.48876404494382,0.449438202247191,0.769392033542977,0.948675496688742,0.95819397993311,0.948160535117057,0.54950495049505,0.6,0.48421052631579,0.484210526315789,0.538011695906433,0.452789631737,0.779116465863454,0.813417190775681,0.769392033542977
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.61458333 0.66666667 0.61458333 0.63829787],0.553459119496855,0.553459119496855,0.800251256281407,0.964059196617336,0.95397489539749,0.964435146443515,0.523489932885906,0.469879518072289,0.557308180088776,0.517006802721088,0.475,0.553955696202532,0.793237971391417,0.758706467661692,0.800673030785161
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.61052632 0.62105263 0.65789474 0.66315789 0.60638298],0.610759493670886,0.629746835443038,0.632278481012658,0.664039408866995,0.710970464135021,0.640295358649789,0.651558073654391,0.705521472392638,0.607662696980633,0.656891495601173,0.741721854304636,0.634497290788682,0.660035108250439,0.715736040609137,0.632489232425781
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.49166667 0.58333333 0.47083333 0.54621849 0.5       ],0.452247191011236,0.51123595505618,0.806603773584905,1,1,1,0.444444444444444,0.448275862068966,0.452159909056461,0.516666666666667,0.510989010989011,0.511241631931287,0.80650235972732,0.806079664570231,0.806603773584905
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.93706294 0.95104895 0.94405594 0.91608392 0.94055944],0.510460251046025,0.476987447698745,0.872117400419287,0.998603351955307,1,0.998601398601399,0.502127659574468,0.495798319327731,0.510399159663865,0.476987447698745,0.475,0.476995798319328,0.871983210912907,0.871069182389937,0.872117400419287
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.9375     0.86458333 0.94791667 0.89583333],0.5,0.50625,0.795,0.989517819706499,0.983333333333333,0.989583333333333,0.6,0.659340659340659,0.474597865902214,0.582010582010582,0.733333333333333,0.519607843137255,0.810623556581986,0.864532019704433,0.79394113675577
svm_model_N4_B48_E52_nb_zones_12_lab_svd,4,48,52,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.8041958  0.82167832 0.80769231 0.80769231 0.79929577],0.441666666666667,0.5,0.762578616352201,0.862283737024221,0.872549019607843,0.860644257703081,0.550335570469799,0.745454545454545,0.465034965034965,0.631901840490798,0.792307692307692,0.473426573426573,0.781053649105848,0.846960167714885,0.762578616352201
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.79166667 0.72916667 0.76760563 0.82394366 0.73239437],0.550420168067227,0.588235294117647,0.827731092436975,1,1,1,0.586872586872587,0.617886178861789,0.548073524213503,0.657342657342657,0.696296296296296,0.571449119021935,0.837172359015091,0.856910569105691,0.826716154118063
svm_model_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.82916667 0.87083333 0.88235294 0.79411765 0.83613445],0.557422969187675,0.560224089635854,0.767819706498952,0.894214876033058,0.906197654941374,0.892797319932998,0.610837438423645,0.71264367816092,0.561239871867345,0.608478802992519,0.666666666666667,0.557471264367816,0.780366881507189,0.824947589098533,0.767819706498952
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.90625    0.94791667 0.89583333 0.92553191 0.92553191],0.537974683544304,0.518987341772152,0.811868686868687,1,1,1,0.557575757575757,0.541176470588235,0.53771152296535,0.525,0.518518518518518,0.518999518999519,0.81398252184769,0.806930693069307,0.811970501173829
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.84722222 0.875      0.86805556 0.84722222 0.85416667],0.520833333333333,0.495833333333333,0.779166666666667,0.95886524822695,0.938888888888889,0.959722222222222,0.479638009049774,0.445378151260504,0.520209736787277,0.49792531120332,0.491803278688525,0.495901639344262,0.772922022279349,0.750415973377704,0.779214664485179
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.875      0.80555556 0.81944444 0.86111111 0.83802817],0.539748953974895,0.552301255230126,0.788461538461538,0.948126801152738,0.916434540389972,0.949860724233983,0.583333333333333,0.675438596491228,0.545719298245614,0.610909090909091,0.7,0.551680672268908,0.794809407948094,0.826306913996627,0.788775347545577
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.6875     0.703125   0.6875     0.69791667 0.70833333],0.48125,0.54375,0.740625,0.893042575285566,0.895833333333333,0.892708333333333,0.514619883040936,0.571428571428571,0.484509466437177,0.582857142857143,0.641509433962264,0.544357201453182,0.749244712990937,0.781841109709962,0.740982512723631
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdne,40,0,40,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.94405594 0.94405594 0.93356643 0.95804196 0.9471831 ],0.554166666666667,0.504166666666667,0.877358490566038,0.99438202247191,0.991596638655462,0.994397759103642,0.536796536796537,0.516666666666667,0.554166666666667,0.506224066390042,0.508333333333333,0.504166666666667,0.876582278481013,0.871069182389937,0.877358490566038
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdne,26,37,63,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.79166667 0.74305556 0.80985915 0.80985915 0.72535211],0.584033613445378,0.516806722689076,0.786554621848739,0.943820224719101,0.941176470588235,0.943977591036414,0.647686832740213,0.758333333333333,0.582556497175141,0.559386973180077,0.651785714285714,0.524305555555556,0.797448165869219,0.848896434634974,0.787177002675224
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.63194444 0.69444444 0.66666667 0.625     ],0.558333333333333,0.520833333333333,0.815833333333333,1,1,1,0.480392156862745,0.471153846153846,0.548076923076923,0.514767932489452,0.469230769230769,0.525524475524476,0.809646856158484,0.791245791245791,0.815589892322566
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,474,158,158,0.6,0.2,0.2, [0.86458333 0.90625    0.91489362 0.92553191 0.92553191],0.537974683544304,0.537974683544304,0.815189873417721,1,1,1,0.573099415204678,0.620253164556962,0.537974683544304,0.596685082872928,0.675,0.536217948717949,0.823244552058111,0.858585858585859,0.815079731323386
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.59583333 0.575      0.59583333 0.62916667 0.58823529],0.557746478873239,0.470422535211268,0.589098532494759,0.599817684594348,0.549248747913189,0.63355592654424,0.513931888544892,0.451086956521739,0.56180078820239,0.408805031446541,0.380116959064327,0.467232392575642,0.548906789413118,0.5,0.589098532494759
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63, zones, lab, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86111111 0.87323944 0.95774648 0.92253521 0.87323944],0.611814345991561,0.624472573839662,0.843170320404722,0.992967651195499,0.991573033707865,0.992977528089888,0.671428571428571,0.752,0.603678571428571,0.689895470383275,0.792,0.61475,0.854460093896714,0.900990099009901,0.841874359849778
svm_model_N32_B34_E66_nb_zones_6_lab_svd,32,34,66,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.94444444 0.98611111 0.95833333 0.92253521],0.569037656903766,0.610878661087866,0.836120401337793,1,1,1,0.628158844765343,0.798165137614679,0.587544107268878,0.686868686868687,0.836065573770492,0.606066974919434,0.848297213622291,0.928813559322034,0.83734407339039
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79166667 0.79166667 0.76388889 0.80555556 0.76056338],0.489539748953975,0.518828451882845,0.764214046822743,0.936170212765957,0.919220055710306,0.937325905292479,0.554744525547445,0.638655462184874,0.49016106442577,0.584837545126354,0.710526315789474,0.527263157894737,0.775477707006369,0.822635135135135,0.764794388759621
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.95486111 0.96527778 0.92657343 0.94055944 0.90909091],0.527426160337553,0.527426160337553,0.881027253668763,0.997906489881368,0.99721059972106,0.997907949790795,0.569230769230769,0.660714285714286,0.534357142857143,0.608391608391608,0.696,0.517642857142857,0.885295603840323,0.918238993710692,0.881027253668763
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,960,320,320,0.6,0.2,0.2, [0.46875    0.45833333 0.515625   0.47395833 0.49479167],0.515625,0.465625,0.7925,0.99375,0.99375,0.99375,0.525993883792049,0.521212121212121,0.51544477028348,0.42809364548495,0.453900709219858,0.464380522207694,0.790668348045397,0.797709923664122,0.792589605566705
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.86458333 0.92708333 0.91489362 0.95744681 0.82978723],0.531645569620253,0.575949367088608,0.817721518987342,0.993657505285412,0.991561181434599,0.993670886075949,0.574712643678161,0.675675675675676,0.54021879021879,0.629834254143646,0.730769230769231,0.577884615384615,0.826086956521739,0.879177377892031,0.818641058023322
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.60416667 0.58333333 0.63194444 0.65492958 0.69014085],0.634453781512605,0.605042016806723,0.665268456375839,0.690340909090909,0.67877094972067,0.695530726256983,0.639004149377593,0.675438596491228,0.636106395019808,0.62992125984252,0.634920634920635,0.603174603174603,0.667222685571309,0.668896321070234,0.665256241343198
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.66666667 0.65972222 0.69014085 0.64084507 0.68309859],0.466386554621849,0.546218487394958,0.784033613445378,0.969529085872576,0.980392156862745,0.969187675070028,0.49402390438247,0.579439252336449,0.476742526931583,0.614285714285714,0.671875,0.5359375,0.794892258579409,0.841216216216216,0.784320482690048
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.78947368 0.72105263 0.83684211 0.77894737 0.79255319],0.563291139240506,0.544303797468354,0.817721518987342,0.99364406779661,0.989451476793249,0.993670886075949,0.61878453038674,0.7,0.561538461538462,0.588571428571429,0.66025641025641,0.545753205128205,0.826086956521739,0.865822784810126,0.817721518987342
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdne,16,42,58,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.8125     0.81578947 0.81578947 0.8        0.80526316],0.533123028391167,0.608832807570978,0.825977301387137,0.995789473684211,0.993697478991597,0.995798319327731,0.54601226993865,0.601351351351351,0.53736206620822,0.637426900584795,0.660606060606061,0.606618819776714,0.829419035846724,0.850443599493029,0.826100093347518
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.96527778 0.93402778 0.97552448 0.94405594 0.94055944],0.666666666666667,0.645569620253165,0.912473794549266,0.997214484679666,0.99860529986053,0.99721059972106,0.635944700460829,0.570247933884297,0.668744656597321,0.60377358490566,0.551724137931034,0.643630664006839,0.910455764075067,0.889937106918239,0.912473794549266
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.6875     0.59027778 0.6875     0.66901408],0.598326359832636,0.619246861924686,0.687290969899666,0.738461538461539,0.735376044568245,0.739554317548747,0.596638655462185,0.57258064516129,0.599333800841515,0.56872037914692,0.540540540540541,0.61402027027027,0.678694158075601,0.664983164983165,0.68714274528228
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.54166667 0.5        0.46666667 0.4875     0.47478992],0.529577464788732,0.509859154929577,0.821278825995807,1,1,1,0.501492537313433,0.494117647058824,0.528139904610493,0.52972972972973,0.52972972972973,0.508982511923688,0.820809248554913,0.818658280922432,0.821278825995807
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.78125    0.74479167 0.77083333 0.75520833 0.70526316],0.539184952978056,0.598746081504702,0.795112781954887,0.94560669456067,0.943632567849687,0.945720250521921,0.56891495601173,0.613924050632911,0.539881279974841,0.638418079096045,0.676646706586826,0.594902300661834,0.801938219261054,0.823383084577114,0.794898612995628
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.45833333 0.45       0.51260504 0.50420168 0.48739496],0.543417366946779,0.504201680672269,0.818658280922432,0.99496644295302,0.993299832495812,0.994974874371859,0.543417366946779,0.544943820224719,0.543421630782751,0.498583569405099,0.491620111731844,0.504237022158056,0.818086225026288,0.815513626834382,0.818658280922432
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svd,4,48,52,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.65034965 0.70979021 0.65034965 0.69230769 0.63380282],0.6,0.645833333333333,0.746331236897275,0.78059377262853,0.754901960784314,0.78781512605042,0.633587786259542,0.703389830508475,0.601694915254237,0.67680608365019,0.729508196721311,0.644415115309808,0.746065057712487,0.745283018867924,0.746331236897274
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63,6, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77083333 0.77464789 0.78873239 0.73239437 0.8028169 ],0.573839662447257,0.514767932489452,0.801011804384486,0.971910112359551,0.971910112359551,0.971910112359551,0.637992831541219,0.679389312977099,0.561392769696097,0.581818181818182,0.707964601769911,0.523337139594633,0.813586097946287,0.858333333333333,0.800327076222981
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.86111111 0.86805556 0.8125     0.84027778 0.85211268],0.476987447698745,0.514644351464435,0.787625418060201,0.98186889818689,0.98050139275766,0.981894150417827,0.592833876221498,0.78448275862069,0.485737314269694,0.635220125786164,0.808,0.500491228070175,0.810730253353204,0.906666666666667,0.787225950782998
svm_model_N16_B42_E58_nb_zones_10_lab_svd,16,42,58,10, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.875      0.9        0.94166667 0.89583333 0.89495798],0.642253521126761,0.552112676056338,0.84748427672956,0.995822890559733,0.994991652754591,0.995826377295492,0.695443645083933,0.796703296703297,0.638236041415232,0.607407407407407,0.710982658959538,0.556040780029219,0.855869242199108,0.905660377358491,0.84748427672956
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.86805556 0.84722222 0.78472222 0.82638889 0.86805556],0.479166666666667,0.55,0.794166666666667,0.98050139275766,0.977777777777778,0.980555555555556,0.581939799331104,0.725,0.479166666666667,0.644736842105263,0.748091603053435,0.530009104279011,0.813020439061317,0.878887070376432,0.792584451996365
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.675      0.68333333 0.64583333 0.65416667 0.70588235],0.447887323943662,0.459154929577465,0.74685534591195,0.920100925147183,0.913188647746244,0.920701168614357,0.50253807106599,0.540983606557377,0.444910407929851,0.486631016042781,0.529069767441861,0.46125619519634,0.753193663771078,0.772536687631027,0.74685534591195
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.85416667 0.86111111 0.84722222 0.88028169 0.84507042],0.478991596638655,0.491596638655462,0.790268456375839,0.993006993006993,0.991620111731844,0.993016759776536,0.495934959349593,0.530434782608696,0.480664545775893,0.493723849372385,0.52212389380531,0.493061946902655,0.791666666666667,0.810580204778157,0.790603633742214
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdne,26,37,63,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79861111 0.79861111 0.84027778 0.83098592 0.84507042],0.525210084033613,0.525210084033613,0.791107382550335,0.967651195499297,0.960893854748603,0.967877094972067,0.549800796812749,0.584745762711864,0.525706214689266,0.534979423868313,0.596330275229358,0.530723277149563,0.793360995850622,0.817094017094017,0.79157831002971
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.65789474 0.63684211 0.64736842 0.71052632 0.7287234 ],0.550632911392405,0.534810126582278,0.756962025316456,0.898612593383138,0.888185654008439,0.899789029535865,0.607734806629834,0.650887573964497,0.543130861812181,0.576368876080692,0.649350649350649,0.537638287638288,0.766707168894289,0.791718946047679,0.756651299332907
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,1200,400,400,0.6,0.2,0.2, [0.475      0.46666667 0.44166667 0.50833333 0.51666667],0.483050847457627,0.485875706214689,0.806603773584905,0.996666666666667,0.996666666666667,0.996666666666667,0.498630136986301,0.5,0.482558139534884,0.497237569060774,0.523255813953488,0.48690263225147,0.808510638297872,0.816561844863732,0.806603773584905
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svd,32,34,66,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.89583333 0.86111111 0.84722222 0.88194444 0.86111111],0.504166666666667,0.504166666666667,0.801666666666667,1,1,1,0.609836065573771,0.794871794871795,0.51125703564728,0.612377850162866,0.717557251908397,0.482631836963373,0.821321321321321,0.899671052631579,0.800342283072546
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.64236111 0.68055556 0.67708333 0.68055556 0.61538462],0.531914893617021,0.553191489361702,0.718553459119497,0.767676767676768,0.739916550764951,0.776077885952712,0.576923076923077,0.669642857142857,0.538073461091754,0.620938628158845,0.699186991869919,0.546022067363531,0.720748829953198,0.726415094339623,0.718553459119497
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.625      0.64788732 0.69014085 0.62676056 0.66197183],0.514767932489452,0.531645569620253,0.761382799325464,0.919831223628692,0.918539325842696,0.919943820224719,0.559386973180077,0.584,0.51075,0.546938775510204,0.572649572649573,0.53215811965812,0.767460969597371,0.780936454849498,0.761216526744477
ensemble_model_N32_B34_E66_nb_zones_6_lab_svd,32,34,66,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.97222222 0.9375     0.94366197 0.91549296 0.92957746],0.605042016806723,0.525210084033613,0.825210084033613,0.99859747545582,0.997198879551821,0.99859943977591,0.678082191780822,0.825,0.603177966101695,0.594982078853046,0.741071428571429,0.537202380952381,0.838006230529595,0.913412563667233,0.826090641234615
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.52941176 0.48319328 0.50420168 0.51260504],0.502793296089386,0.502793296089386,0.813417190775681,1,1,1,0.485549132947977,0.48,0.502295081967213,0.5,0.486338797814208,0.503169398907104,0.812038014783527,0.806079664570231,0.813417190775681
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.84375    0.85416667 0.79166667 0.77083333 0.84375   ],0.4625,0.50625,0.69375,0.846153846153846,0.916666666666667,0.833333333333333,0.51685393258427,0.567901234567901,0.461165807157368,0.56353591160221,0.579545454545455,0.498106060606061,0.72127417519909,0.775061124694376,0.691878388434145
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.70138889 0.73611111 0.76056338 0.76760563 0.81690141],0.516806722689076,0.533613445378151,0.805882352941176,0.992967651195499,0.988795518207283,0.992997198879552,0.522821576763485,0.567567567567568,0.520004256224729,0.577946768060837,0.612903225806452,0.530135823429541,0.809876543209876,0.831081081081081,0.80600876796529
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.88888889 0.84722222 0.85416667 0.86111111 0.85915493],0.485355648535565,0.581589958158996,0.813545150501672,1,1,1,0.604501607717042,0.824561403508772,0.500280701754386,0.683544303797468,0.864,0.567964912280702,0.834200743494424,0.938127090301003,0.813545150501672
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.65277778 0.65277778 0.64788732 0.71126761 0.61971831],0.626050420168067,0.563025210084034,0.783193277310924,0.912751677852349,0.952380952380952,0.908963585434173,0.653696498054475,0.688524590163934,0.624434708875071,0.580645161290323,0.610169491525424,0.563418079096045,0.7936,0.830820770519263,0.78303264495609
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.703125   0.734375   0.734375   0.69473684],0.454545454545455,0.460815047021944,0.743107769423559,0.932631578947368,0.924843423799582,0.933194154488518,0.494186046511628,0.53125,0.454304245283019,0.505747126436782,0.505747126436782,0.45632183908046,0.750304506699147,0.757687576875769,0.742828462767386
ensemble_model_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.85714286 0.84033613 0.84453782 0.86554622 0.82352941],0.571030640668524,0.579387186629526,0.809224318658281,0.950461796809404,0.951260504201681,0.950420168067227,0.601036269430052,0.630434782608696,0.569503105590062,0.59946949602122,0.645714285714286,0.581009316770186,0.813715455475947,0.833333333333333,0.809224318658281
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.575      0.55833333 0.50840336 0.55882353 0.49579832],0.560224089635854,0.487394957983193,0.614779874213837,0.650751547303271,0.61641541038526,0.669179229480737,0.536873156342183,0.522988505747126,0.559308460523836,0.475644699140401,0.453551912568306,0.488270209157716,0.595931830676196,0.568134171907757,0.614779874213837
svm_model_N26_B37_E63_nb_zones_8_lab_svd,26,37,63,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.93229167 0.91145833 0.953125   0.94270833 0.93157895],0.545454545454545,0.567398119122257,0.822681704260652,1,1,1,0.675615212527964,0.937888198757764,0.541728909505464,0.674528301886793,0.94078947368421,0.584167191931926,0.845270639693822,0.976010101010101,0.823825946027439
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.42016807 0.49579832 0.5        0.46218487 0.49152542],0.491666666666667,0.466666666666667,0.800314465408805,0.994940978077572,0.993265993265993,0.994949494949495,0.498630136986301,0.486631016042781,0.491870421316188,0.435294117647059,0.427745664739884,0.465209730765664,0.798519301956637,0.791404612159329,0.800314465408805
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.48333333 0.51260504 0.52521008 0.4789916  0.44117647],0.575418994413408,0.452513966480447,0.811844863731656,0.990779547359598,0.991610738255034,0.990771812080537,0.550295857988166,0.528409090909091,0.574644105894106,0.46448087431694,0.467032967032967,0.452266483516484,0.810753821823933,0.806079664570231,0.811844863731656
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.6        0.68947368 0.67368421 0.7        0.65263158],0.563291139240506,0.563291139240506,0.646017699115044,0.708418891170431,0.726315789473684,0.701052631578947,0.574074074074074,0.584905660377358,0.563153467131354,0.566037735849057,0.576923076923077,0.563461538461538,0.653465346534653,0.668354430379747,0.64604590205856
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.61666667 0.57983193 0.62184874 0.62184874 0.62184874],0.572625698324022,0.525139664804469,0.772012578616352,0.905564924114671,0.901006711409396,0.906040268456376,0.598425196850394,0.633333333333333,0.572284644194757,0.517045454545455,0.51123595505618,0.525062421972534,0.773319437206879,0.777777777777778,0.772012578616352
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.58450704 0.71126761 0.68309859 0.61267606 0.63380282],0.673728813559322,0.593220338983051,0.779187817258883,0.877437325905292,0.887323943661972,0.876056338028169,0.677824267782427,0.637795275590551,0.67669580293289,0.593220338983051,0.614035087719298,0.593902789761289,0.781223805532272,0.781879194630873,0.779164853288133
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75694444 0.6971831  0.76056338 0.71830986 0.72535211],0.565400843881857,0.518987341772152,0.792580101180438,0.959212376933896,0.957865168539326,0.959269662921348,0.561702127659574,0.536585365853659,0.566538296961917,0.528925619834711,0.56140350877193,0.520539152759949,0.792929292929293,0.794266441821248,0.792580101180438
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.80729167 0.84375    0.875      0.828125   0.8125    ],0.528125,0.478125,0.7825,0.968287526427061,0.954166666666667,0.96875,0.523659305993691,0.546052631578947,0.528978696741855,0.501492537313433,0.521739130434783,0.477850697292863,0.782227784730914,0.788146279949559,0.782548976406006
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.86111111 0.90277778 0.88194444 0.90972222 0.88028169],0.543933054393305,0.531380753138075,0.81438127090301,0.99860529986053,0.997214484679666,0.998607242339833,0.622837370242215,0.737704918032787,0.539792629956564,0.588235294117647,0.747663551401869,0.551862078731238,0.826291079812206,0.897959183673469,0.815755907626208
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.67708333 0.70833333 0.8125     0.72340426],0.60377358490566,0.566037735849057,0.831658291457286,0.995798319327731,0.99163179916318,0.99581589958159,0.608695652173913,0.6125,0.60371835443038,0.605714285714286,0.56989247311828,0.56524926686217,0.834975369458128,0.822815533980582,0.831980683656958
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.86805556 0.90972222 0.88888889 0.86111111 0.90972222],0.495833333333333,0.491666666666667,0.796666666666667,0.998609179415855,0.997222222222222,0.998611111111111,0.566308243727599,0.647540983606557,0.493262017227007,0.541353383458647,0.6,0.491666666666667,0.806962025316456,0.847176079734219,0.796497738863765
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.83333333 0.81944444 0.875      0.86805556 0.83333333],0.479166666666667,0.483333333333333,0.774166666666667,0.969359331476323,0.966666666666667,0.969444444444444,0.551971326164875,0.647058823529412,0.480554205153136,0.569444444444444,0.621212121212121,0.468013468013468,0.789105058365759,0.829787234042553,0.773127912437236
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.90277778 0.88732394 0.84507042 0.83802817 0.88028169],0.552742616033755,0.594936708860759,0.822934232715008,0.988732394366197,0.985955056179775,0.98876404494382,0.5859375,0.657894736842105,0.556589644843817,0.616,0.616,0.593714285714286,0.827302631578947,0.845378151260504,0.822858280367985
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,960,320,320,0.6,0.2,0.2, [0.78645833 0.79166667 0.796875   0.75       0.81770833],0.546875,0.509375,0.79625,0.975,0.975,0.975,0.609164420485175,0.715189873417722,0.548952961400219,0.572207084468665,0.652173913043478,0.508476893628657,0.808009422850412,0.858573216520651,0.796327806762198
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.68181818 0.65034965 0.68881119 0.71328671 0.65140845],0.55,0.475,0.680293501048218,0.733333333333333,0.724089635854342,0.736694677871149,0.546218487394958,0.5078125,0.553013392857143,0.452173913043478,0.464285714285714,0.474330357142857,0.675186368477103,0.664570230607967,0.680293501048218
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svd,32,34,66,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.89583333 0.92361111 0.92253521 0.90140845 0.88028169],0.521008403361345,0.46218487394958,0.788235294117647,0.985955056179775,0.983193277310924,0.985994397759104,0.564885496183206,0.643478260869565,0.524991162955108,0.539568345323741,0.609756097560976,0.457051961823966,0.798722044728435,0.840336134453782,0.788235294117647
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.79166667 0.78645833 0.77368421 0.79473684 0.77368421],0.566037735849057,0.509433962264151,0.808176100628931,0.988384371700106,0.981132075471698,0.988469601677149,0.646153846153846,0.72,0.548811188811189,0.589473684210526,0.691358024691358,0.505935422602089,0.822364589400117,0.867321867321867,0.806727943970212
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.61458333 0.60416667 0.65789474 0.63157895 0.67368421],0.468553459119497,0.474842767295598,0.622641509433962,0.706013363028953,0.664570230607967,0.723270440251572,0.411149825783972,0.373417721518987,0.467958860759494,0.441471571906355,0.431372549019608,0.473262032085562,0.595687331536388,0.560913705583756,0.622102738078661
ensemble_model_N4_B48_E52_nb_zones_12_lab_svd,4,48,52,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.73426573 0.81468531 0.79020979 0.76923077 0.75352113],0.5125,0.508333333333333,0.839098532494759,0.950069348127601,0.959383753501401,0.949579831932773,0.577617328519856,0.677966101694915,0.515212559044179,0.562962962962963,0.622950819672131,0.506390664073354,0.845651080945199,0.881551362683438,0.839098532494759
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svd,32,34,66, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.93055556 0.93055556 0.92361111 0.9375     0.94444444],0.595833333333333,0.566666666666667,0.8325,1,1,1,0.607287449392712,0.635593220338983,0.596485134759655,0.570247933884297,0.565573770491803,0.566685190330647,0.833746898263027,0.84,0.8325
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.59722222 0.60416667 0.55555556 0.49295775 0.53521127],0.487394957983193,0.529411764705882,0.564597315436242,0.604715672676838,0.608938547486033,0.60195530726257,0.491666666666667,0.475806451612903,0.487903225806452,0.529411764705882,0.552631578947368,0.5303480475382,0.567139282735613,0.570469798657718,0.564597315436242
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.77777778 0.81944444 0.8125     0.86619718],0.485355648535565,0.589958158995816,0.801003344481605,0.976157082748948,0.969359331476323,0.976323119777159,0.489626556016597,0.450381679389313,0.489079728583545,0.519607843137255,0.469026548672566,0.583719623542632,0.79447322970639,0.762852404643449,0.801325021883276
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.85416667 0.85416667 0.86805556 0.88194444 0.88888889],0.554166666666667,0.545833333333333,0.818333333333333,0.997222222222222,0.997222222222222,0.997222222222222,0.570281124497992,0.591666666666667,0.554166666666667,0.555102040816326,0.596491228070175,0.548245614035088,0.820428336079077,0.838383838383838,0.818531853185318
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.62105263 0.65789474 0.57368421 0.66842105 0.64736842],0.579113924050633,0.506329113924051,0.761694058154235,0.907756813417191,0.911578947368421,0.907368421052632,0.572347266881029,0.55625,0.579407051282051,0.472972972972973,0.466666666666667,0.504417670682731,0.758488148622678,0.754140127388535,0.761637190419487
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.61111111 0.58333333 0.59859155 0.57042254],0.546218487394958,0.558823529411765,0.808724832214765,0.97907949790795,0.980446927374302,0.979050279329609,0.542372881355932,0.524590163934426,0.546777840587903,0.511627906976744,0.5,0.5546875,0.804794520547945,0.796610169491525,0.808604088068022
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62083333 0.62083333 0.62916667 0.675      0.68067227],0.492957746478873,0.492957746478873,0.662997903563941,0.750660792951542,0.71118530884808,0.763772954924875,0.491525423728813,0.486033519553073,0.493016759776536,0.454545454545455,0.426136363636364,0.492397790756729,0.646509070918087,0.616352201257862,0.662997903563941
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.80208333 0.79166667 0.77083333 0.72916667],0.55625,0.53125,0.7975,0.966804979253112,0.970833333333333,0.966666666666666,0.523489932885906,0.506493506493506,0.554451572523862,0.460431654676259,0.432432432432432,0.524355751099937,0.789610389610389,0.777493606138107,0.797059761504262
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.94791667 0.95138889 0.93356643 0.94755245 0.97202797],0.569620253164557,0.552742616033755,0.889412997903564,0.997906489881368,0.99721059972106,0.997907949790795,0.532110091743119,0.479338842975207,0.571565973211741,0.530973451327434,0.517241379310345,0.552009119407239,0.887586574320724,0.873165618448637,0.889412997903564
ensemble_model_N16_B42_E58_nb_zones_10_lab_svd,16,42,58,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9        0.91176471 0.89495798 0.92436975 0.90336134],0.525139664804469,0.536312849162011,0.823899371069182,1,1,1,0.622222222222222,0.736842105263158,0.511278195488722,0.606635071090047,0.761904761904762,0.54937343358396,0.837209302325581,0.905660377358491,0.823899371069182
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.87152778 0.86111111 0.88461538 0.87762238 0.86013986],0.616033755274262,0.569620253164557,0.883647798742138,0.979958534899793,0.98884239888424,0.979776847977685,0.643137254901961,0.689075630252101,0.615724255804017,0.598425196850394,0.644067796610169,0.56993305796895,0.886503067484663,0.908805031446541,0.883647798742138
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdne,8,46,54,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.65833333 0.68333333 0.67226891 0.63865546 0.67647059],0.507002801120448,0.535014005602241,0.664046121593291,0.740225890529974,0.71356783919598,0.749581239530988,0.57487922705314,0.653846153846154,0.504065934065934,0.600961538461538,0.714285714285714,0.538461538461538,0.676426047450782,0.70230607966457,0.664046121593291
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.796875   0.71354167 0.75       0.75520833 0.76315789],0.501567398119122,0.561128526645768,0.771303258145363,0.930379746835443,0.920668058455115,0.931106471816284,0.504672897196262,0.509433962264151,0.501591981132076,0.604519774011299,0.652439024390244,0.558477576711251,0.775107825015404,0.78428927680798,0.771237837396433
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.51680672 0.53781513 0.53781513 0.50423729],0.516666666666667,0.494444444444444,0.810796645702306,0.995794785534062,0.996632996632997,0.995791245791246,0.521978021978022,0.533707865168539,0.51685393258427,0.505434782608696,0.510989010989011,0.494258550438326,0.812077043206663,0.817610062893082,0.810796645702306
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.85915493 0.88028169 0.88028169 0.9084507  0.83802817],0.550847457627119,0.529661016949153,0.812182741116751,0.992947813822285,0.991549295774648,0.992957746478873,0.601503759398496,0.727272727272727,0.562049062049062,0.571428571428571,0.616666666666667,0.52816091954023,0.820097244732577,0.864957264957265,0.812713138341279
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.65277778 0.625      0.63888889 0.62676056],0.564853556485356,0.640167364016736,0.794314381270903,0.921787709497207,0.919220055710306,0.922005571030641,0.555555555555556,0.5078125,0.569221565315315,0.619469026548673,0.603448275862069,0.639122511914774,0.790816326530612,0.771144278606965,0.794509744699773
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.95804196 0.95454545 0.94055944 0.95454545 0.96126761],0.625,0.570833333333333,0.89727463312369,0.997900629811057,0.99859943977591,0.997899159663866,0.634146341463415,0.644628099173554,0.624835057990138,0.569037656903766,0.571428571428571,0.570838252656434,0.897596656217346,0.90041928721174,0.89727463312369
ensemble_model_N26_B37_E63_nb_zones_8_lab_svd,26,37,63,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.90526316 0.91578947 0.92631579 0.92631579 0.92553191],0.579113924050633,0.509493670886076,0.817721518987342,1,1,1,0.679518072289156,0.859756097560976,0.56803594351733,0.584450402144772,0.756944444444444,0.529635012919897,0.834101382488479,0.925831202046036,0.818805325333795
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.91666667 0.91666667 0.93055556 0.91666667 0.92253521],0.564853556485356,0.535564853556485,0.820234113712374,1,1,1,0.636363636363636,0.764705882352941,0.565686274509804,0.607773851590106,0.716666666666667,0.534803921568627,0.832944832944833,0.896321070234114,0.820234113712374
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.84583333 0.8125     0.80252101 0.82352941 0.84033613],0.568627450980392,0.596638655462185,0.822851153039832,0.965928449744463,0.949748743718593,0.966499162479062,0.631578947368421,0.745762711864407,0.570103578154426,0.653846153846154,0.755555555555556,0.595291902071563,0.831673306772908,0.875262054507338,0.822851153039832
svm_model_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66,6, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.85416667 0.85915493 0.86619718 0.87323944 0.86619718],0.485232067510549,0.535864978902954,0.804384485666104,1,1,1,0.570422535211268,0.663934426229508,0.479793300071276,0.612676056338028,0.713114754098361,0.530470420527441,0.81875,0.873333333333333,0.803560864618885
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.85416667 0.875      0.83333333 0.86458333 0.84375   ],0.525,0.475,0.79375,0.989473684210526,0.979166666666667,0.989583333333333,0.648148148148148,0.813953488372093,0.501571338780641,0.625,0.875,0.475,0.819672131147541,0.923645320197044,0.791771898677202
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.64210526 0.59473684 0.63157895 0.62631579 0.63297872],0.617088607594937,0.594936708860759,0.798101265822785,0.926315789473684,0.928270042194093,0.926160337552743,0.645161290322581,0.654761904761905,0.614543114543115,0.625730994152047,0.672955974842767,0.594439770860874,0.804654011022658,0.820224719101124,0.797788867894593
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70,4, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.61458333 0.5        0.60638298 0.65957447 0.60638298],0.636942675159236,0.554140127388535,0.597964376590331,0.627218934911243,0.673728813559322,0.599576271186441,0.677966101694915,0.810810810810811,0.646369260827092,0.606741573033708,0.620689655172414,0.546059113300493,0.633410672853828,0.687657430730479,0.597042082974494
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svd,4,48,52,12, low_bits_4_shifted_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.69097222 0.6875     0.64930556 0.70138889 0.68181818],0.561702127659575,0.625531914893617,0.855870020964361,0.941258741258741,0.936022253129346,0.941585535465925,0.565400843881857,0.598214285714286,0.563334785133566,0.661538461538462,0.699186991869919,0.621914924506388,0.85729112610275,0.865828092243187,0.855870020964361
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.5        0.51260504 0.55042017 0.48728814],0.516666666666667,0.488888888888889,0.810272536687631,0.996632996632997,0.996632996632997,0.996632996632997,0.513966480446927,0.513966480446927,0.516651748510757,0.486033519553073,0.480662983425414,0.488934843668014,0.809873949579832,0.808176100628931,0.810272536687631
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.74583333 0.70833333 0.6875     0.71848739 0.74789916],0.48876404494382,0.51123595505618,0.700733752620545,0.813852813852814,0.785953177257525,0.820234113712374,0.558252427184466,0.649717514124294,0.48966322633589,0.562814070351759,0.625698324022346,0.510589275005523,0.70941475826972,0.730607966457023,0.700733752620545
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.64583333 0.6875     0.67916667 0.67916667 0.65      ],0.570621468926554,0.573446327683616,0.631027253668763,0.666666666666667,0.668333333333333,0.665833333333333,0.5,0.41304347826087,0.577109974424552,0.498338870431894,0.441176470588235,0.568414322250639,0.610619469026549,0.578616352201258,0.631027253668763
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.79166667 0.84895833 0.79166667 0.859375   0.81578947],0.557993730407524,0.605015673981191,0.823308270676692,0.984260230849948,0.979123173277662,0.984342379958246,0.639386189258312,0.811688311688312,0.566450216450216,0.664893617021277,0.78125,0.604461477987421,0.836046511627907,0.906683480453972,0.823827418931843
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.66666667 0.60416667 0.6875     0.59375   ],0.59375,0.625,0.67125,0.705128205128205,0.6875,0.7125,0.580645161290323,0.535714285714286,0.596804511278195,0.583333333333333,0.531645569620253,0.623847476168151,0.657105606258149,0.62531017369727,0.671597152339819
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63,8, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75520833 0.78125    0.74479167 0.73157895 0.75263158],0.487421383647799,0.559748427672956,0.682788944723618,0.787368421052631,0.782426778242678,0.788702928870293,0.521994134897361,0.622377622377622,0.49976023976024,0.613259668508287,0.668674698795181,0.554732086239696,0.694494857834241,0.729351969504447,0.683309525124894
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.79166667 0.75       0.8125     0.85416667 0.765625  ],0.58125,0.55625,0.75625,0.874725274725275,0.829166666666667,0.88125,0.633879781420765,0.738853503184713,0.584150677972725,0.622340425531915,0.704819277108434,0.550461586606165,0.763922518159806,0.785803237858032,0.756138758201287
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svd,26,37,63,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.88541667 0.84375    0.85789474 0.88947368 0.85263158],0.547169811320755,0.562893081761006,0.818867924528302,0.994764397905759,0.9958071278826,0.99475890985325,0.634517766497462,0.786163522012579,0.547169811320755,0.649874055415617,0.821656050955414,0.566107528583297,0.835051546391753,0.919293820933165,0.81911993430598
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.88888889 0.90277778 0.88888889 0.88888889 0.88194444],0.5625,0.570833333333333,0.821666666666667,0.991620111731844,0.986111111111111,0.991666666666667,0.653465346534653,0.7734375,0.547433035714286,0.611320754716981,0.710526315789474,0.577485380116959,0.833333333333333,0.888704318936877,0.821442460471783
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.62847222 0.6993007  0.6993007  0.64335664 0.68531469],0.495798319327731,0.529411764705882,0.650943396226415,0.674662668665667,0.628491620111732,0.696927374301676,0.433962264150943,0.403508771929825,0.492076966610073,0.51304347826087,0.475806451612903,0.531762874929259,0.625,0.581761006289308,0.650943396226415
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.73263889 0.67013889 0.65034965 0.6993007 ],0.504237288135593,0.533898305084746,0.863731656184486,0.97687456201822,0.97075208913649,0.977019498607242,0.470588235294118,0.464285714285714,0.502304147465438,0.521739130434783,0.483870967741936,0.536578341013825,0.861554845580405,0.848008385744235,0.863731656184486
svm_model_N40_B30_E70_nb_zones_4_lab_svd,40,30,70,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.98958333 0.95833333 0.9893617  0.9787234 ],0.506329113924051,0.537974683544304,0.809343434343434,1,1,1,0.571428571428571,0.825396825396825,0.560066833751044,0.64390243902439,0.814814814814815,0.530784030784031,0.825028968713789,0.931937172774869,0.813529561997191
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.92708333 0.94405594 0.94405594 0.96503497 0.93706294],0.516806722689076,0.491596638655462,0.872641509433962,0.995121951219512,0.997206703910614,0.995111731843575,0.559386973180077,0.634782608695652,0.520643336868151,0.546816479400749,0.59349593495935,0.488052315305762,0.876209882832399,0.90146750524109,0.872641509433962
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.59027778 0.51388889 0.5        0.52112676],0.514644351464435,0.502092050209205,0.802675585284281,0.998609179415855,1,0.998607242339833,0.486725663716814,0.454545454545455,0.515408320493066,0.451612903225807,0.462264150943396,0.498049368704781,0.796901893287435,0.790102389078498,0.802428243719577
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.59166667 0.56666667 0.6        0.57142857 0.55882353],0.550561797752809,0.587078651685393,0.762054507337526,0.877601998334721,0.881270903010033,0.877090301003345,0.555555555555555,0.584795321637427,0.551857120278173,0.605898123324397,0.610810810810811,0.58610715979137,0.765253360910031,0.775681341719077,0.762054507337526
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.53333333 0.46638655 0.51260504 0.5210084 ],0.487394957983193,0.504201680672269,0.811320754716981,1,1,1,0.463343108504399,0.438888888888889,0.487806026365348,0.483965014577259,0.468926553672316,0.503907721280603,0.808306709265176,0.79559748427673,0.811320754716981
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.46527778 0.4375     0.47916667 0.54166667 0.54225352],0.476987447698745,0.481171548117155,0.724916387959866,0.891008174386921,0.910863509749304,0.888579387186629,0.528301886792453,0.564516129032258,0.473562412342216,0.540740740740741,0.59349593495935,0.477782450238295,0.740740740740741,0.775577557755776,0.724229456843989
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.7625     0.77916667 0.78571429 0.75630252 0.78571429],0.53781512605042,0.551820728291317,0.747379454926625,0.863121185701831,0.829145728643216,0.868509212730318,0.606205250596659,0.738372093023256,0.544861722187304,0.613526570048309,0.686486486486486,0.546731615336266,0.756565656565657,0.785115303983228,0.747379454926625
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.65104167 0.66842105 0.62105263 0.66842105],0.60062893081761,0.547169811320755,0.745283018867924,0.861570247933884,0.874213836477987,0.859538784067086,0.653950953678474,0.69364161849711,0.591648395455451,0.590909090909091,0.670967741935484,0.55020779734811,0.759928867812685,0.796273291925466,0.744633461249357
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.93402778 0.94405594 0.94755245 0.95104895 0.97902098],0.474789915966386,0.516806722689076,0.873165618448637,0.998601398601399,0.997206703910614,0.998603351955307,0.233128834355828,0.172727272727273,0.453551136363636,0.357541899441341,0.25,0.538636363636364,0.863431151241535,0.80188679245283,0.873165618448637
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70,4, low_bits_4, svd,468,156,156,0.6,0.2,0.2, [0.81914894 0.78723404 0.89361702 0.79787234 0.79347826],0.506410256410256,0.583333333333333,0.817948717948718,1,1,1,0.579234972677596,0.616279069767442,0.493853820598007,0.619883040935672,0.746478873239437,0.596768848384424,0.827250608272506,0.869565217391304,0.817816027718788
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svd,16,42,58,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.85       0.83333333 0.76890756 0.78571429 0.79831933],0.507002801120448,0.53781512605042,0.80503144654088,0.973751058425064,0.963149078726968,0.974036850921273,0.572815533980583,0.644808743169399,0.50343885434332,0.592592592592593,0.689655172413793,0.541548897682306,0.813813813813814,0.852201257861635,0.80503144654088
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.45833333 0.52083333 0.51041667 0.54166667 0.59375   ],0.55625,0.58125,0.8275,1,1,1,0.529801324503311,0.512820512820513,0.555190744215134,0.550335570469799,0.554054054054054,0.579352608422376,0.823076923076923,0.818877551020408,0.827330932372949
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.78333333 0.78151261 0.73109244 0.79411765 0.79831933],0.564245810055866,0.550279329608938,0.771488469601677,0.897854077253219,0.87751677852349,0.900167785234899,0.617647058823529,0.688524590163934,0.561405152224824,0.570666666666667,0.611428571428571,0.551615925058548,0.776180698151951,0.792452830188679,0.771488469601677
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.7        0.61578947 0.60526316 0.65263158 0.66842105],0.610759493670886,0.544303797468354,0.672566371681416,0.748244734202608,0.785263157894737,0.73578947368421,0.653521126760563,0.758169934640523,0.615281286338666,0.597765363128492,0.713333333333333,0.552449799196787,0.697076023391813,0.766066838046273,0.674078195142539
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.77083333 0.64583333 0.65625   ],0.58125,0.55,0.795,0.94824016563147,0.954166666666667,0.947916666666667,0.588957055214724,0.623376623376623,0.582772649037709,0.52,0.513157894736842,0.548245614035088,0.793969849246231,0.804071246819338,0.795156016530062
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.54861111 0.5        0.50704225 0.52112676],0.516806722689076,0.508403361344538,0.559663865546218,0.605405405405405,0.627450980392157,0.591036414565826,0.518828451882845,0.52991452991453,0.517023380659744,0.484581497797357,0.528846153846154,0.510691733639495,0.565505804311775,0.589965397923876,0.560505574778931
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.94055944 0.92657343 0.94755245 0.95804196 0.93309859],0.566666666666667,0.504166666666667,0.880503144654088,0.996496145760336,0.995798319327731,0.996498599439776,0.636363636363636,0.7,0.554545454545455,0.560885608856089,0.690909090909091,0.518531468531469,0.88508064516129,0.920335429769392,0.880503144654088
ensemble_model_N40_B30_E70_nb_zones_4_lab_svd,40,30,70,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.94791667 0.95833333 0.9375     0.95744681 0.9787234 ],0.632911392405063,0.575949367088608,0.842171717171717,1,1,1,0.704081632653061,0.784090909090909,0.613474025974026,0.617142857142857,0.710526315789474,0.580872913992298,0.852420306965761,0.898009950248756,0.84131266743207
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.96875    0.96875    0.89583333 0.91489362 0.95744681],0.518987341772152,0.474683544303798,0.799242424242424,1,1,1,0.641509433962264,0.839506172839506,0.510662177328844,0.606635071090047,0.780487804878049,0.462612323491656,0.823136818687431,0.922693266832918,0.797663768966331
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.53472222 0.49305556 0.50694444 0.5        0.51408451],0.521008403361345,0.495798319327731,0.76006711409396,0.927777777777778,0.932960893854749,0.927374301675978,0.544,0.511278195488722,0.522305764411028,0.469026548672566,0.460869565217391,0.494662424885118,0.760869565217391,0.750825082508251,0.760224827943545
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdn,32,34,66,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.55555556 0.61111111 0.59027778 0.56944444 0.5       ],0.506276150627615,0.527196652719665,0.594481605351171,0.662234042553191,0.693593314763231,0.646239554317549,0.520325203252033,0.547008547008547,0.507110830881323,0.549800796812749,0.575,0.526995798319328,0.611689351481185,0.640939597315436,0.594636465324385
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.75416667 0.71666667 0.67226891 0.71008403 0.70168067],0.579831932773109,0.543417366946779,0.825471698113208,0.983164983164983,0.97822445561139,0.983249581239531,0.63768115942029,0.705882352941176,0.573529411764706,0.589420654911839,0.688235294117647,0.55,0.833416708354177,0.873165618448637,0.825471698113208
ensemble_model_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.78472222 0.84722222 0.82638889 0.77777778 0.82638889],0.529166666666667,0.55,0.813333333333333,0.995850622406639,1,0.995833333333333,0.608996539792387,0.715447154471545,0.524390243902439,0.64,0.75,0.535714285714286,0.829268292682927,0.890343698854337,0.811895109189478
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svd,40,30,70,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.85416667 0.85416667 0.83333333 0.79787234],0.477987421383648,0.452830188679245,0.771356783919598,0.975,0.97907949790795,0.97489539748954,0.606635071090047,0.96969696969697,0.549364613880743,0.602739726027397,0.868421052631579,0.470355104629043,0.8,0.955380577427822,0.778895107991019
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.6993007  0.73426573 0.72027972 0.71678322 0.71830986],0.420833333333333,0.416666666666667,0.813941299790356,0.946853146853147,0.948179271708683,0.946778711484594,0.418410041841004,0.420168067226891,0.420827835266338,0.435483870967742,0.446280991735537,0.416417806792138,0.814814814814815,0.818658280922432,0.813941299790356
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svd,26,37,63, zones, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93157895 0.87894737 0.90526316 0.93157895 0.93684211],0.585443037974684,0.607594936708861,0.836915297092288,0.996845425867508,0.997894736842105,0.996842105263158,0.639118457300275,0.789115646258503,0.598699834963571,0.685279187817259,0.833333333333333,0.601731601731602,0.848946135831382,0.924744897959184,0.837685732187612
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.875      0.95833333 0.86458333 0.91666667 0.86458333],0.45625,0.38125,0.7675,1,1,1,0.485207100591716,0.539473684210526,0.460213032581454,0.440677966101695,0.493670886075949,0.382637912173777,0.774818401937046,0.810126582278481,0.768026254102203
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svd,4,48,52, zones, lab, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.75347222 0.80555556 0.80555556 0.77777778 0.77272727],0.527659574468085,0.557446808510638,0.839098532494759,0.935119887165021,0.9221140472879,0.936022253129346,0.564705882352941,0.631578947368421,0.530665506742062,0.59375,0.628099173553719,0.555277656952298,0.840850181441161,0.850104821802935,0.839098532494759
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdne,8,46,54,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75833333 0.75833333 0.73333333 0.76890756 0.7394958 ],0.530898876404494,0.514044943820225,0.810272536687631,0.981543624161074,0.978260869565217,0.981605351170568,0.552278820375335,0.585227272727273,0.531502525252525,0.564231738035265,0.622222222222222,0.512815656565657,0.815494393476045,0.838574423480084,0.810272536687631
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.5875     0.64166667 0.63445378 0.6302521  0.63865546],0.630252100840336,0.588235294117647,0.637316561844864,0.674546887312845,0.716917922948074,0.654103852596315,0.629213483146067,0.64367816091954,0.630582249858677,0.585915492957746,0.568306010928962,0.588750706613906,0.65050505050505,0.675052410901468,0.637316561844864
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svd,16,42,58, zones, lab, svd,1188,396,396,0.6,0.2,0.2, [0.8697479  0.86554622 0.88235294 0.86554622 0.88983051],0.538888888888889,0.597222222222222,0.822327044025157,0.976430976430976,0.976430976430976,0.976430976430976,0.587064676616915,0.694117647058823,0.547058823529412,0.660421545667447,0.742105263157895,0.588699690402477,0.831928606841844,0.879454926624738,0.822327044025157
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.55555556 0.63888889 0.61111111 0.52816901],0.456066945606695,0.514644351464435,0.743311036789298,0.916323731138546,0.930362116991644,0.915041782729805,0.50381679389313,0.540983606557377,0.454252487039372,0.524590163934426,0.547008547008547,0.515307552192798,0.751417004048583,0.775919732441472,0.743311036789298
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57142857 0.69747899 0.60504202 0.61344538 0.63445378],0.565459610027855,0.571030640668524,0.623689727463312,0.678740157480315,0.72436974789916,0.657142857142857,0.589473684210526,0.622222222222222,0.565301055245189,0.5625,0.553072625698324,0.570980757293607,0.641358641358641,0.672955974842767,0.623689727463312
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.5625     0.66145833 0.64210526 0.66842105],0.578616352201258,0.60377358490566,0.796482412060301,0.932914046121593,0.930962343096234,0.933054393305439,0.562091503267974,0.56578947368421,0.578075459733672,0.585526315789474,0.54601226993865,0.605264199485454,0.792838874680307,0.781841109709962,0.796427438459487
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.53125    0.5        0.58333333 0.4375    ],0.5,0.56875,0.8125,0.997920997920998,1,0.997916666666667,0.493670886075949,0.4875,0.5,0.566037735849057,0.511363636363636,0.575126262626263,0.81203007518797,0.794117647058823,0.812875150060024
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.92708333 0.88541667 0.90425532 0.90425532 0.86170213],0.525316455696203,0.582278481012658,0.817721518987342,0.993657505285412,0.991561181434599,0.993670886075949,0.615384615384615,0.759493670886076,0.525316455696203,0.666666666666667,0.785714285714286,0.568532818532818,0.833718244803695,0.9025,0.816634615384615
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svd,40,30,70, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.94791667 0.89583333 0.96875    0.96875   ],0.55625,0.60625,0.8325,1,1,1,0.660287081339713,0.896103896103896,0.568533875762791,0.695652173913044,0.923076923076923,0.613977485928706,0.850446428571429,0.964556962025316,0.83413033286451
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.63541667 0.75       0.73958333 0.70833333],0.59375,0.5625,0.82875,0.995833333333333,0.995833333333333,0.995833333333333,0.624277456647399,0.701298701298701,0.59763730245658,0.583333333333333,0.590361445783132,0.561414489125333,0.833130328867235,0.855,0.82875
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.875      0.91666667 0.95833333 0.90425532],0.572327044025157,0.547169811320755,0.812814070351759,0.981052631578947,0.97489539748954,0.981171548117155,0.6,0.836065573770492,0.622114419538307,0.625,0.705882352941176,0.535373608903021,0.821983273596177,0.893506493506493,0.815366385439378
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.47916667 0.5        0.51388889 0.48611111 0.5       ],0.583333333333333,0.541666666666667,0.823333333333333,0.997214484679666,0.994444444444444,0.997222222222222,0.557522123893805,0.583333333333333,0.583333333333333,0.563492063492063,0.586776859504132,0.541287589415932,0.822742474916388,0.835314091680815,0.823549026200473
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.84210526 0.84210526 0.9        0.87368421 0.83684211],0.541139240506329,0.560126582278481,0.820480404551201,1,1,1,0.56973293768546,0.644295302013423,0.546698549210304,0.589970501474926,0.625,0.559294871794872,0.825338253382534,0.855867346938775,0.820790816326531
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.69747899 0.68487395 0.70168067 0.74369748],0.504178272980501,0.47075208913649,0.694444444444444,0.816709292412617,0.805042016806723,0.819327731092437,0.5,0.514450867052023,0.504537261483001,0.491978609625668,0.494623655913979,0.469855180558145,0.69364161849711,0.691823899371069,0.694444444444444
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svd,26,37,63,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.80208333 0.828125   0.83684211 0.85263158 0.79473684],0.566037735849057,0.559748427672956,0.825157232704403,1,1,1,0.581818181818182,0.685714285714286,0.578812199036918,0.611111111111111,0.621468926553672,0.551869215049886,0.830900243309002,0.860201511335012,0.825201258180069
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.859375   0.83333333 0.86842105 0.85789474 0.83684211],0.613207547169811,0.562893081761006,0.830817610062893,0.992623814541623,0.987421383647799,0.992662473794549,0.645533141210375,0.670658682634731,0.610163778403458,0.564263322884012,0.555555555555556,0.563034188034188,0.83343653250774,0.834987593052109,0.830759102648504
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.45833333 0.45070423 0.5        0.43661972],0.525210084033613,0.487394957983193,0.802521008403361,1,1,1,0.523206751054852,0.525423728813559,0.52521186440678,0.495867768595041,0.535714285714286,0.490079365079365,0.803017602682314,0.816013628620102,0.802700014973401
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.74210526 0.78947368 0.78421053 0.77894737 0.78947368],0.550632911392405,0.55379746835443,0.805309734513274,0.973767051416579,0.976842105263158,0.973684210526316,0.589595375722543,0.62962962962963,0.548581048581049,0.574018126888218,0.572289156626506,0.55281124497992,0.811042944785276,0.823163138231631,0.805034714173582
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svd,40,30,70,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.90625    0.91666667 0.875      0.94791667 0.875     ],0.5875,0.56875,0.8225,0.985386221294363,0.983333333333333,0.985416666666667,0.633333333333333,0.647727272727273,0.580808080808081,0.634920634920635,0.740740740740741,0.56657290201594,0.832547169811321,0.863080684596577,0.821565917745859
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.61666667 0.625      0.625      0.6        0.56722689],0.63943661971831,0.594366197183099,0.80188679245283,0.914653784219002,0.948247078464107,0.911519198664441,0.661375661375661,0.706214689265537,0.639624198565353,0.619047619047619,0.657303370786517,0.5941884085571,0.810810810810811,0.849056603773585,0.80188679245283
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.67083333 0.67083333 0.6875     0.71848739 0.68907563],0.544943820224719,0.575842696629213,0.690251572327044,0.756567425569177,0.722408026755853,0.767558528428094,0.539772727272727,0.521978021978022,0.545471769609701,0.546546546546547,0.522988505747126,0.574681066060376,0.676518883415435,0.647798742138365,0.690251572327044
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.64583333 0.55208333 0.53191489 0.63829787 0.46808511],0.563291139240506,0.544303797468354,0.59746835443038,0.645290581162325,0.679324894514768,0.626582278481013,0.631016042780749,0.728395061728395,0.559002725669392,0.6,0.683544303797468,0.544303797468354,0.632794457274827,0.690176322418136,0.596996558155633
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.70168067 0.72268908 0.71008403 0.75210084 0.71008403],0.571030640668524,0.554317548746518,0.830188679245283,0.991568296795953,0.988235294117647,0.991596638655462,0.56,0.538461538461538,0.571490656236419,0.51219512195122,0.474576271186441,0.553222201527286,0.82618025751073,0.807127882599581,0.830188679245283
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.79166667 0.85416667 0.82291667 0.78723404 0.85106383],0.512658227848101,0.525316455696203,0.768939393939394,0.934736842105263,0.932773109243698,0.934873949579832,0.544378698224852,0.605263157894737,0.51604621309371,0.545454545454546,0.569620253164557,0.525316455696202,0.773794808405439,0.796437659033079,0.769146147812279
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66, zones, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79861111 0.85416667 0.86805556 0.90277778 0.8028169 ],0.476987447698745,0.451882845188285,0.785953177257525,1,1,1,0.558303886925795,0.652892561983471,0.474751365737498,0.52014652014652,0.591666666666667,0.451295518207283,0.799058084772371,0.848333333333333,0.78574384787472
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.94791667 0.88541667 0.875      0.92553191],0.471698113207547,0.584905660377358,0.809045226130653,0.995798319327731,0.99163179916318,0.99581589958159,0.58,0.763157894736842,0.483988585922638,0.65979381443299,0.735632183908046,0.569204980842912,0.825287356321839,0.893034825870647,0.808192539838877
svm_model_N8_B46_E54_nb_zones_12_lab_svd,8,46,54,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.86713287 0.88811189 0.84965035 0.84965035 0.83098592],0.620833333333333,0.508333333333333,0.875262054507338,0.979677645409951,0.978991596638655,0.9796918767507,0.691525423728814,0.790697674418605,0.607060548921014,0.595890410958904,0.783783783783784,0.527550806620574,0.881827209533267,0.930817610062893,0.875262054507338
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.44444444 0.51408451 0.55633803 0.52816901],0.445378151260504,0.46218487394958,0.781512605042017,1,1,1,0.45,0.482142857142857,0.447420634920635,0.448275862068966,0.436974789915966,0.46218487394958,0.780775716694772,0.787414965986395,0.781581237146021
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.61805556 0.57638889 0.61971831 0.56338028 0.53521127],0.563025210084034,0.546218487394958,0.821008403361344,0.99859747545582,0.997198879551821,0.99859943977591,0.563025210084034,0.553719008264463,0.563184290457018,0.504587155963303,0.509259259259259,0.543091168091168,0.817792985457656,0.815699658703072,0.820929299550211
svm_model_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.80208333 0.875      0.89583333 0.8125     0.86458333],0.50625,0.51875,0.805,1,1,1,0.586387434554974,0.674698795180723,0.499687059928024,0.601036269430052,0.734177215189873,0.521409595249258,0.819444444444444,0.880597014925373,0.804620115502888
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.91666667 0.87234043 0.86170213 0.90425532 0.87234043],0.490445859872611,0.515923566878981,0.800254452926209,0.997885835095137,1,0.997881355932203,0.534883720930232,0.582278481012658,0.489857189224278,0.547619047619048,0.597402597402597,0.517451298701299,0.806888068880689,0.836734693877551,0.800347042370248
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.6875     0.703125   0.69791667 0.65104167 0.71354167],0.5,0.475,0.74625,0.918238993710692,0.9125,0.91875,0.523809523809524,0.517647058823529,0.498823529411765,0.505882352941177,0.544303797468354,0.475855602437881,0.750920245398773,0.757425742574257,0.746137113711371
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdn,32,34,66,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.60416667 0.58333333 0.55555556 0.56944444 0.61805556],0.516666666666667,0.4875,0.800833333333333,1,1,1,0.516666666666667,0.558558558558558,0.519589356798659,0.485355648535565,0.522522522522523,0.489943431803897,0.800667222685571,0.824742268041237,0.801529710072398
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.47916667 0.5        0.42708333 0.52083333],0.5875,0.49375,0.54,0.503370786516854,0.466666666666667,0.539583333333333,0.541666666666667,0.52,0.583529411764706,0.484076433121019,0.422222222222222,0.503968253968254,0.506702412868633,0.466666666666667,0.540928270042194
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,480,160,160,0.6,0.2,0.2, [0.9375  0.875   0.90625 0.90625 0.90625],0.575,0.5375,0.81625,0.989648033126294,0.995833333333333,0.989583333333333,0.552631578947368,0.591549295774648,0.576673524291818,0.531645569620253,0.531645569620253,0.537427723081732,0.814627994955864,0.828205128205128,0.816541588492808
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.75210084 0.77731092 0.78151261 0.7605042  0.79411765],0.537604456824513,0.534818941504178,0.786163522012579,0.93681550126369,0.934453781512605,0.936974789915966,0.61214953271028,0.748571428571429,0.54276397515528,0.623024830699774,0.75,0.529285714285714,0.801749271137026,0.864779874213837,0.786163522012579
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,1428,476,476,0.6,0.2,0.2, [0.67832168 0.70979021 0.73426573 0.70979021 0.6971831 ],0.5,0.554166666666667,0.814989517819707,0.911888111888112,0.913165266106443,0.911764705882353,0.491525423728814,0.479338842975207,0.500173623168276,0.556016597510373,0.563025210084034,0.554239877769289,0.81489250131096,0.814465408805031,0.814989517819707
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.49579832 0.50840336 0.4789916  0.44117647 0.51694915],0.494444444444444,0.522222222222222,0.807127882599581,0.988215488215488,0.988215488215488,0.988215488215488,0.477011494252874,0.488235294117647,0.494117647058824,0.547368421052632,0.547368421052632,0.520743034055728,0.807933194154489,0.811320754716981,0.807127882599581
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.63020833 0.5625     0.56315789 0.61578947 0.64210526],0.638364779874214,0.666666666666667,0.828930817610063,0.945686900958466,0.930817610062893,0.946540880503145,0.637223974763407,0.639240506329114,0.638370253164557,0.641891891891892,0.605095541401274,0.665901807967718,0.824742268041237,0.808080808080808,0.828852434115592
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svd,16,42,58,10, low_bits_4_shifted_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75416667 0.75833333 0.82083333 0.70588235 0.80672269],0.48876404494382,0.533707865168539,0.782494758909853,0.942978723404256,0.926421404682274,0.943979933110368,0.526041666666667,0.573863636363636,0.489709595959596,0.560846560846561,0.588888888888889,0.533080808080808,0.785751161590088,0.79769392033543,0.782494758909853
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63194444 0.54861111 0.56944444 0.57746479 0.63380282],0.529411764705882,0.483193277310924,0.802852348993289,1,1,1,0.559055118110236,0.591666666666667,0.52888418079096,0.535849056603774,0.606837606837607,0.485236985236985,0.809716599190283,0.840336134453782,0.802915135903608
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.61458333 0.51041667 0.62765957 0.62765957 0.58510638],0.518987341772152,0.556962025316456,0.815189873417721,1,1,1,0.512820512820513,0.493827160493827,0.519640852974186,0.602272727272727,0.6625,0.555608974358974,0.818858560794045,0.829145728643216,0.815083068403241
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.63888889 0.67361111 0.66666667 0.66666667 0.70138889],0.466666666666667,0.470833333333333,0.733333333333333,0.912516823687752,0.941666666666667,0.909722222222222,0.492063492063492,0.5,0.46551724137931,0.517110266159696,0.552845528455285,0.468730456535335,0.745627980922099,0.772652388797364,0.732869196085023
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.64335664 0.66083916 0.68531469 0.68881119 0.68881119],0.468619246861925,0.523012552301255,0.811320754716981,0.916019760056457,0.907692307692308,0.916783216783217,0.52434456928839,0.569105691056911,0.465587328287076,0.544,0.586206896551724,0.524810765349033,0.813857290589452,0.824947589098533,0.811320754716981
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.75       0.80208333 0.77659574 0.78723404],0.506329113924051,0.468354430379747,0.794191919191919,0.9979035639413,1,0.997899159663866,0.561797752808989,0.649350649350649,0.50986050986051,0.543478260869565,0.568181818181818,0.455519480519481,0.805721096543504,0.838709677419355,0.793390828426901
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.90425532 0.88297872 0.90425532 0.90425532 0.87234043],0.506410256410256,0.506410256410256,0.80306905370844,1,1,1,0.549707602339181,0.635135135135135,0.51268951878708,0.569832402234637,0.614457831325301,0.499009737580459,0.812195121951219,0.849489795918367,0.802950026164312
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75833333 0.7625     0.8125     0.81092437 0.78991597],0.550561797752809,0.519662921348315,0.811844863731656,0.976627712854758,0.978260869565217,0.976588628762542,0.555555555555555,0.591715976331361,0.55254248014429,0.575682382133995,0.620320855614973,0.514302439641806,0.816930137684855,0.839622641509434,0.811844863731656
ensemble_model_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.86458333 0.875      0.89361702 0.86170213 0.87234043],0.575949367088608,0.430379746835443,0.80126582278481,1,1,1,0.673170731707317,0.811764705882353,0.556567284448026,0.536082474226804,0.753623188405797,0.466699234652337,0.820160366552119,0.915601023017903,0.802412040331006
svm_model_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.77604167 0.77604167 0.81052632 0.80526316 0.79473684],0.474842767295598,0.49685534591195,0.771069182389937,0.961256544502618,0.962264150943396,0.961215932914046,0.552278820375335,0.656050955414013,0.477093800688373,0.555555555555556,0.62111801242236,0.495272382007359,0.78436018957346,0.832704402515723,0.771069182389937
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,1200,400,400,0.6,0.2,0.2, [0.77916667 0.72083333 0.75       0.75       0.775     ],0.567796610169492,0.514124293785311,0.80083857442348,0.953586497890295,0.941666666666667,0.954166666666667,0.594164456233422,0.666666666666667,0.57258064516129,0.549738219895288,0.564516129032258,0.511424731182796,0.804526748971193,0.819706498951782,0.80083857442348
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.61538462 0.65734266 0.62237762 0.67482517 0.61267606],0.5125,0.458333333333333,0.811320754716981,0.922122674017919,0.936974789915966,0.920868347338936,0.603389830508475,0.689922480620155,0.498114393463231,0.514925373134328,0.621621621621622,0.469725539492981,0.821251241310824,0.866876310272536,0.811320754716981
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70,4, low_bits_5, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.64583333 0.58510638 0.5106383  0.61702128 0.5106383 ],0.547770700636943,0.547770700636943,0.561068702290076,0.54586129753915,0.516949152542373,0.569915254237288,0.559006211180124,0.652173913043478,0.559041501976285,0.598870056497175,0.654320987654321,0.544265756985055,0.560509554140127,0.569948186528497,0.561224093264249
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.625      0.52083333 0.55208333 0.61458333 0.58333333],0.4875,0.5375,0.80375,0.997920997920998,1,0.997916666666667,0.493827160493827,0.43956043956044,0.4951425386208,0.493150684931507,0.473684210526316,0.534461152882206,0.801013941698352,0.776412776412776,0.804236922557533
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.46527778 0.46527778 0.45774648 0.57042254 0.44366197],0.563025210084034,0.495798319327731,0.808403361344538,0.994428969359331,1,0.994397759103642,0.535714285714286,0.535714285714286,0.561507936507936,0.495798319327731,0.472,0.497061946902655,0.806779661016949,0.801346801346801,0.80839152147877
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,1188,396,396,0.6,0.2,0.2, [0.71428571 0.69747899 0.71428571 0.72689076 0.71186441],0.508333333333333,0.566666666666667,0.803459119496855,0.964224872231686,0.952861952861953,0.964646464646465,0.565110565110565,0.664739884393063,0.514188124014714,0.613861386138614,0.663101604278075,0.562764674971407,0.811083123425693,0.843815513626834,0.803459119496855
svm_model_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.94444444 0.90972222 0.9375     0.90140845 0.9084507 ],0.567226890756302,0.647058823529412,0.839765100671141,0.99438202247191,0.988826815642458,0.994413407821229,0.554112554112554,0.516129032258065,0.569468024900962,0.607476635514019,0.565217391304348,0.644397313538353,0.834917891097666,0.809045226130653,0.839816730712385
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdn,40,30,70,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.66666667 0.57291667 0.55208333 0.58510638],0.540880503144654,0.484276729559748,0.770100502512563,0.941908713692946,0.94979079497908,0.94142259414226,0.609625668449198,0.695121951219512,0.535872663921444,0.534090909090909,0.602564102564102,0.486467236467237,0.783431952662722,0.829573934837093,0.769950695378244
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.83333333 0.81770833 0.82105263 0.85263158 0.81052632],0.59748427672956,0.569182389937107,0.833333333333333,1,1,1,0.58974358974359,0.613333333333333,0.598333333333333,0.575851393188855,0.553571428571429,0.570119047619048,0.833228445563247,0.832704402515723,0.833333333333333
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.875      0.86979167 0.859375   0.82105263 0.84736842],0.525157232704403,0.515723270440252,0.805904522613065,0.995798319327731,0.99163179916318,0.99581589958159,0.541033434650456,0.605442176870748,0.530791263873971,0.52760736196319,0.551282051282051,0.516381766381767,0.807716241443684,0.830985915492958,0.806368420138587
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.8125     0.82291667 0.875      0.83854167 0.83157895],0.510971786833856,0.517241379310345,0.799498746867168,0.989626556016597,0.995824634655532,0.989561586638831,0.546511627906977,0.648275862068966,0.522413793103448,0.579234972677596,0.627218934911243,0.510276134122288,0.80884109916368,0.853720050441362,0.799836363950444
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.60084034 0.6302521  0.66806723 0.63445378 0.6440678 ],0.494444444444444,0.5,0.744758909853249,0.893071000855432,0.878787878787879,0.894781144781145,0.515957446808511,0.541899441340782,0.494706626747739,0.510869565217391,0.519337016574586,0.499891971974444,0.745426032409827,0.747379454926625,0.74475890985325
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.796875   0.74210526 0.78947368 0.77368421 0.78947368],0.539432176656151,0.536277602523659,0.790668348045397,0.959076600209864,0.960084033613445,0.959033613445378,0.549382716049383,0.593333333333333,0.542175648702595,0.588235294117647,0.62874251497006,0.531037924151697,0.796817625458996,0.82093316519546,0.790668348045397
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.5        0.4375     0.57291667 0.51041667],0.56875,0.5625,0.82625,1,1,1,0.571428571428571,0.582278481012658,0.568917018284107,0.533333333333333,0.571428571428571,0.563492063492063,0.824273072060683,0.838046272493573,0.826565715322212
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.75       0.87234043 0.79787234 0.73404255 0.72340426],0.547770700636943,0.554140127388535,0.815521628498728,0.991561181434599,0.995762711864407,0.991525423728814,0.624338624338624,0.686046511627907,0.533164100884376,0.578313253012048,0.592592592592593,0.552875243664717,0.825090470446321,0.84863523573201,0.814657043453472
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.51408451 0.43661972 0.48591549 0.57746479 0.55      ],0.5,0.516949152542373,0.801694915254237,0.997183098591549,1,0.997175141242938,0.542635658914729,0.625,0.506048387096774,0.580882352941176,0.637096774193548,0.51051267281106,0.811290322580645,0.852542372881356,0.801694915254237
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,708,236,236,0.6,0.2,0.2, [0.54225352 0.42253521 0.47183099 0.52112676 0.51428571],0.525423728813559,0.483050847457627,0.800847457627119,0.998585572842999,0.997175141242938,0.998587570621469,0.529411764705882,0.538461538461538,0.525533290239173,0.419047619047619,0.389380530973451,0.479243111015181,0.796536796536796,0.787671232876712,0.800714811069228
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70, zones, lab, svdn,468,156,156,0.6,0.2,0.2, [0.88297872 0.89361702 0.95744681 0.87234043 0.93478261],0.416666666666667,0.564102564102564,0.796153846153846,1,1,1,0.502732240437158,0.657142857142857,0.439036544850498,0.638297872340426,0.705882352941176,0.550124275062138,0.810488676996424,0.874035989717224,0.796353033221783
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.63541667 0.6875     0.71875    0.65625    0.65625   ],0.51875,0.45,0.79375,1,1,1,0.631578947368421,0.733333333333333,0.488095238095238,0.56,0.756756756756757,0.471401634192332,0.814398200224972,0.896039603960396,0.792716771677168
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,720,240,240,0.6,0.2,0.2, [0.63888889 0.60416667 0.5625     0.57638889 0.61805556],0.508333333333333,0.5125,0.795,0.98465829846583,0.980555555555556,0.984722222222222,0.531746031746032,0.592920353982301,0.512995610062016,0.548262548262548,0.563492063492063,0.509816207184628,0.799674267100977,0.819699499165276,0.795041097336382
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.61111111 0.58680556 0.6048951  0.61188811 0.56643357],0.632911392405063,0.569620253164557,0.621069182389937,0.646825396825397,0.682008368200837,0.627615062761506,0.606334841628959,0.598214285714286,0.631107142857143,0.548672566371681,0.496,0.573892857142857,0.63093415007657,0.647798742138365,0.621069182389937
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.74125874 0.73426573 0.72377622 0.73776224 0.65140845],0.416666666666667,0.470833333333333,0.820754716981132,0.947368421052632,0.945378151260504,0.947478991596638,0.44,0.447154471544715,0.41588492808005,0.45021645021645,0.444444444444444,0.470189701897019,0.820566631689402,0.819706498951782,0.820754716981132
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70,4, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.51041667 0.53125    0.53125    0.53191489 0.57446809],0.531645569620253,0.537974683544304,0.814393939393939,1,1,1,0.5375,0.524390243902439,0.531931964056483,0.562874251497006,0.61038961038961,0.539762706429373,0.816936488169365,0.826196473551637,0.814364059560629
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.63333333 0.6125     0.66666667 0.65416667 0.63865546],0.588732394366197,0.594366197183099,0.772012578616352,0.880264244426094,0.889816360601002,0.878964941569282,0.592178770949721,0.598870056497175,0.588760870945217,0.608695652173913,0.629213483146067,0.594267758522186,0.775425916365514,0.787211740041929,0.772012578616352
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.6512605  0.67226891 0.68907563 0.67226891 0.62288136],0.583333333333333,0.594444444444444,0.657756813417191,0.708094848732625,0.728956228956229,0.699494949494949,0.571428571428571,0.552486187845304,0.583505663755054,0.557575757575757,0.513966480446927,0.593999814809099,0.656857593273778,0.655136268343816,0.657756813417191
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.57916667 0.62916667 0.59243697 0.58823529 0.61764706],0.588235294117647,0.563025210084034,0.7458071278826,0.848585690515807,0.85427135678392,0.847571189279732,0.561194029850746,0.540229885057471,0.587054833239118,0.541176470588235,0.502732240437158,0.564584511023177,0.74160895045285,0.729559748427673,0.745807127882599
svm_model_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.71666667 0.68333333 0.72268908 0.67226891 0.72268908],0.554621848739496,0.507002801120448,0.768867924528302,0.913961038961039,0.943048576214405,0.911222780569514,0.591259640102828,0.668604651162791,0.55862664990572,0.564356435643564,0.616216216216216,0.502875549968573,0.782222222222222,0.830188679245283,0.768867924528302
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.47916667 0.4375     0.44791667 0.5       ],0.559748427672956,0.49685534591195,0.809045226130653,0.995798319327731,0.99163179916318,0.99581589958159,0.545454545454545,0.506024096385542,0.562222574508561,0.473684210526316,0.473684210526316,0.495878249841471,0.805626598465473,0.791457286432161,0.809045226130653
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.69444444 0.6875     0.76388889 0.69444444 0.71126761],0.602510460251046,0.502092050209205,0.733277591973244,0.8582995951417,0.885793871866295,0.853760445682451,0.621513944223108,0.672413793103448,0.604499579478553,0.547528517110266,0.610169491525424,0.503431853200728,0.745816733067729,0.78920741989882,0.733741355057204
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70416667 0.63865546 0.6512605  0.6302521  0.69747899],0.53072625698324,0.558659217877095,0.793501048218029,0.942567567567568,0.936241610738255,0.942953020134228,0.525423728813559,0.5,0.531976744186046,0.545977011494253,0.552325581395349,0.558420855213803,0.791092258748674,0.781970649895178,0.793501048218029
svm_model_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.55944056 0.52797203 0.5        0.51408451],0.441666666666667,0.508333333333333,0.516771488469602,0.460547504025765,0.400560224089636,0.530812324929972,0.367924528301887,0.333333333333333,0.439024390243902,0.448598130841121,0.390243902439024,0.511361267458828,0.447242206235012,0.390985324947589,0.516771488469602
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.73109244 0.69747899 0.75630252 0.72268908 0.72881356],0.494444444444444,0.458333333333333,0.769392033542977,0.946745562130178,0.942760942760943,0.946969696969697,0.558252427184466,0.668604651162791,0.501855517070757,0.516129032258065,0.553191489361702,0.4539213260762,0.77977977977978,0.816561844863732,0.769392033542977
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdn,40,30,70,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.55208333 0.60416667 0.64583333 0.57291667 0.58333333],0.44375,0.5625,0.8,0.997920997920998,1,0.997916666666667,0.45398773006135,0.493333333333333,0.446666666666667,0.606741573033708,0.683544303797468,0.563994374120956,0.805352798053528,0.84010152284264,0.800592633342502
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.54166667 0.48611111 0.57042254 0.54929577],0.529411764705882,0.5,0.796979865771812,0.984700973574409,0.988826815642458,0.98463687150838,0.504424778761062,0.5,0.528225806451613,0.533333333333333,0.515151515151515,0.498141795311607,0.798333333333333,0.793046357615894,0.79703338288958
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.71666667 0.79411765 0.75210084 0.74369748 0.78151261],0.502793296089386,0.522346368715084,0.794025157232704,0.962585034013605,0.949664429530201,0.963087248322148,0.521505376344086,0.541899441340782,0.502793296089386,0.558139534883721,0.603351955307263,0.522346368715084,0.796899224806202,0.808176100628931,0.794025157232705
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.6875     0.77083333 0.76041667 0.74468085],0.540880503144654,0.566037735849057,0.821608040201005,1,1,1,0.621761658031088,0.857142857142857,0.574638844301766,0.649746192893401,0.771084337349398,0.556594800253646,0.836405529953917,0.926020408163265,0.823158718933118
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.8125     0.90972222 0.875      0.92361111 0.9084507 ],0.543933054393305,0.548117154811716,0.801839464882943,0.972144846796657,0.972144846796657,0.972144846796657,0.547717842323651,0.559322033898305,0.544123826866508,0.526315789473684,0.512820512820513,0.547393862967633,0.80033698399326,0.7996632996633,0.801825005313377
ensemble_model_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.9375     0.93055556 0.95070423 0.92957746 0.94366197],0.600840336134454,0.663865546218487,0.852100840336134,0.99859747545582,0.997198879551821,0.99859943977591,0.659498207885305,0.836363636363636,0.617400568181818,0.736842105263158,0.875,0.646590909090909,0.864197530864197,0.941176470588235,0.852100840336134
svm_model_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.97916667 0.95833333 0.95833333 0.94791667 0.96875   ],0.5875,0.6625,0.84625,0.993736951983299,0.991666666666667,0.99375,0.602409638554217,0.561797752808989,0.590758031334072,0.635135135135135,0.602564102564102,0.661038148843027,0.844892812105927,0.823095823095823,0.846662415364705
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.54736842 0.5        0.47894737 0.58947368],0.528481012658228,0.506329113924051,0.532237673830594,0.483985765124555,0.429473684210526,0.542105263157895,0.484429065743945,0.432098765432099,0.530984447651114,0.422222222222222,0.393103448275862,0.497721314781206,0.472182596291013,0.423273657289003,0.531011828644501
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.66666667 0.64583333 0.64893617 0.62765957 0.58510638],0.518987341772152,0.487341772151899,0.79746835443038,0.993684210526316,0.9957805907173,0.993670886075949,0.58695652173913,0.627906976744186,0.508397932816537,0.526315789473684,0.592105263157895,0.49117458279846,0.807228915662651,0.839598997493734,0.797037350409271
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.671875   0.65625    0.61578947 0.56842105],0.619496855345912,0.547169811320755,0.80213567839196,0.948132780082988,0.956066945606695,0.947698744769874,0.638805970149254,0.629411764705882,0.618759936406995,0.538461538461538,0.541935483870968,0.547041361567386,0.804469273743017,0.806973848069739,0.802092754199635
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.54166667 0.48958333 0.46875    0.57291667],0.4625,0.5375,0.79875,0.997912317327766,0.995833333333333,0.997916666666667,0.488095238095238,0.471264367816092,0.46165958116832,0.55952380952381,0.540229885057471,0.537238230199969,0.802453987730061,0.789855072463768,0.799072613952091
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.63541667 0.65957447 0.64893617 0.63829787],0.645569620253165,0.550632911392405,0.678481012658228,0.76172607879925,0.856540084388186,0.732067510548523,0.621621621621622,0.63013698630137,0.644480257856567,0.574850299401198,0.648648648648649,0.556467181467181,0.700471698113208,0.7734375,0.681053725369458
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.60504202 0.68487395 0.54201681 0.60504202 0.58898305],0.647222222222222,0.652777777777778,0.638888888888889,0.628717077315208,0.622895622895623,0.632154882154882,0.655826558265583,0.650537634408602,0.647107897664071,0.631268436578171,0.614942528735632,0.651557285873192,0.63448275862069,0.626834381551363,0.638888888888889
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.8125     0.83333333 0.79861111 0.86805556 0.79577465],0.552301255230126,0.589958158995816,0.770903010033445,0.90295358649789,0.894150417827298,0.903899721448468,0.63728813559322,0.796610169491525,0.555329878134192,0.666666666666667,0.796747967479675,0.583718811326044,0.789230769230769,0.855,0.770620805369128
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80252101 0.79831933 0.78151261 0.80252101 0.81932773],0.54874651810585,0.540389972144847,0.798218029350105,0.951013513513514,0.946218487394958,0.951260504201681,0.604878048780488,0.659574468085106,0.543237526440214,0.582278481012658,0.672514619883041,0.546363692920244,0.806435394670689,0.840670859538784,0.798218029350105
ensemble_model_N8_B46_E54_nb_zones_12_lab_svd,8,46,54,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.86805556 0.79513889 0.83566434 0.84265734 0.86013986],0.59915611814346,0.556962025316456,0.859014675052411,0.951781970649895,0.94979079497908,0.951882845188285,0.630350194552529,0.704347826086957,0.602173913043478,0.600760456273764,0.647540983606557,0.554205274411974,0.862121988723732,0.881551362683438,0.859014675052411
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.72916667 0.72535211 0.70422535 0.58450704],0.57563025210084,0.554621848739496,0.678151260504202,0.747126436781609,0.728291316526611,0.753501400560224,0.613026819923372,0.73394495412844,0.58790270962236,0.615942028985507,0.708333333333333,0.553319209039548,0.689375506893755,0.725255972696246,0.678853151911037
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdne,32,34,66,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.84027778 0.84722222 0.83098592 0.83802817 0.80985915],0.567226890756302,0.558823529411765,0.792436974789916,0.94468085106383,0.932773109243698,0.945378151260504,0.617100371747212,0.614814814814815,0.559834591873427,0.567901234567901,0.579831932773109,0.558823529411765,0.797041906327034,0.793780687397709,0.792399842835297
ensemble_model_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75       0.80208333 0.78645833 0.86979167 0.74210526],0.545454545454545,0.504702194357367,0.81015037593985,1,1,1,0.567164179104478,0.620915032679739,0.548409323568785,0.561111111111111,0.627329192546584,0.503538013994811,0.816696914700544,0.851197982345523,0.810405965020831
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,1194,398,398,0.6,0.2,0.2, [0.79166667 0.7625     0.8697479  0.81512605 0.81512605],0.588235294117647,0.588235294117647,0.835953878406709,0.983939137785292,0.974874371859296,0.984087102177554,0.58356940509915,0.569060773480663,0.588507659467604,0.561194029850746,0.534090909090909,0.587487443495731,0.832709780865847,0.816561844863732,0.835953878406708
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.61458333 0.625      0.5625     0.54255319],0.509433962264151,0.421383647798742,0.781407035175879,0.99163179916318,0.99163179916318,0.99163179916318,0.5,0.52,0.51,0.432098765432099,0.507246376811594,0.431400966183575,0.781407035175879,0.81201044386423,0.782518539123398
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.66666667 0.64583333 0.66197183 0.70422535],0.550420168067227,0.542016806722689,0.687080536912752,0.78041958041958,0.779329608938548,0.78072625698324,0.556016597510374,0.553719008264463,0.550363777636505,0.532188841201717,0.553571428571429,0.54265873015873,0.686291000841043,0.690355329949239,0.687107781447165
ensemble_model_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.95833333 0.97916667 0.97916667 0.96875    0.92708333],0.525,0.6375,0.8325,1,1,1,0.582417582417582,0.63855421686747,0.520575809732436,0.670454545454545,0.797297297297297,0.648648648648649,0.840095465393795,0.886649874055416,0.83290310079942
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.88541667 0.875      0.85416667 0.82978723 0.81914894],0.5,0.563291139240506,0.813131313131313,1,1,1,0.582010582010582,0.733333333333333,0.511244979919679,0.672985781990521,0.788888888888889,0.526797385620915,0.831050228310502,0.903225806451613,0.81151007546231
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80252101 0.80672269 0.78991597 0.80672269 0.84453782],0.537604456824513,0.540389972144847,0.793501048218029,0.947890818858561,0.963025210084034,0.947058823529412,0.591133004926108,0.662983425414365,0.536547892482463,0.592592592592593,0.674157303370787,0.541498541188156,0.804950495049505,0.852201257861635,0.793501048218029
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.66197183 0.77464789 0.67605634 0.66197183 0.70422535],0.516949152542373,0.559322033898305,0.776649746192893,0.93502824858757,0.932394366197183,0.935211267605634,0.564885496183206,0.616666666666667,0.515229885057471,0.543859649122807,0.543859649122807,0.558815070463043,0.779632721202003,0.792869269949066,0.776704449477063
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.625      0.69791667 0.63829787 0.69148936 0.73404255],0.582278481012658,0.468354430379747,0.810126582278481,1,1,1,0.582278481012658,0.55421686746988,0.583775100401606,0.487804878048781,0.547945205479452,0.473972602739726,0.811557788944723,0.821882951653944,0.810185808320675
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.88194444 0.90277778 0.87323944 0.8028169  0.88732394],0.495798319327731,0.579831932773109,0.781512605042017,0.943019943019943,0.927170868347339,0.943977591036415,0.516129032258065,0.587155963302752,0.502880307232771,0.640287769784173,0.700787401574803,0.571114421508122,0.788273615635179,0.816188870151771,0.781628773434344
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70,4, low_bits_5, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.89583333 0.87234043 0.86170213 0.84042553 0.91489362],0.643312101910828,0.54140127388535,0.837150127226463,1,1,1,0.708333333333333,0.781609195402299,0.626518883415435,0.590909090909091,0.675324675324675,0.543912337662338,0.847619047619048,0.89,0.83619170984456
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66, zones, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.92957746 0.8943662  0.95070423 0.94366197 0.92253521],0.597457627118644,0.635593220338983,0.846023688663283,0.998589562764457,0.997183098591549,0.998591549295774,0.633204633204633,0.625954198473282,0.593929480189022,0.653225806451613,0.675,0.634913793103448,0.850328947368421,0.853135313531353,0.84583849009901
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.6875     0.77083333 0.70833333 0.71875    0.66666667],0.61875,0.625,0.795,0.912778904665314,0.9375,0.910416666666667,0.677248677248677,0.735632183908046,0.607542119351283,0.642857142857143,0.701298701298701,0.62775778438429,0.807058823529412,0.849009900990099,0.794454445444544
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdn,4,48,52,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.51048951 0.48251748 0.5034965  0.51056338],0.454166666666667,0.525,0.515199161425577,0.582822085889571,0.665266106442577,0.523809523809524,0.527075812274368,0.588709677419355,0.449527252502781,0.58695652173913,0.698275862068966,0.530589543937708,0.576271186440678,0.659329140461216,0.515199161425577
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.8125     0.79861111 0.81944444 0.77083333 0.79166667],0.483333333333333,0.5125,0.789166666666667,0.983240223463687,0.977777777777778,0.983333333333333,0.511811023622047,0.541666666666667,0.483333333333333,0.537549407114625,0.56198347107438,0.51208417251198,0.793131643499591,0.806988352745424,0.789136914269206
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51578947 0.52631579 0.55789474 0.62631579 0.6       ],0.537974683544304,0.518987341772152,0.559418457648546,0.602985074626866,0.637894736842105,0.58,0.613756613756614,0.707317073170732,0.531290115532734,0.563218390804598,0.666666666666667,0.528599605522682,0.59734257654535,0.657760814249364,0.560036186019154
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53645833 0.58333333 0.55729167 0.56315789 0.54210526],0.566037735849057,0.50314465408805,0.632537688442211,0.702368692070031,0.713389121338912,0.697698744769874,0.574074074074074,0.563636363636364,0.566131907308378,0.496815286624204,0.523489932885906,0.504348516738811,0.636420136730889,0.646464646464646,0.632607323232323
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdn,26,37,63,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.46875    0.53125    0.54736842 0.52631579 0.45263158],0.493710691823899,0.5,0.79874213836478,1,1,1,0.482315112540193,0.460122699386503,0.49457747872551,0.488745980707396,0.490322580645161,0.499762517316446,0.796954314720812,0.789937106918239,0.79874213836478
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.575      0.58403361 0.61344538 0.58823529 0.55462185],0.572625698324022,0.525139664804469,0.780922431865828,0.921030756442228,0.929530201342282,0.920302013422819,0.608695652173913,0.668539325842697,0.573158551810237,0.568527918781726,0.622222222222222,0.524594257178527,0.789738430583501,0.822851153039832,0.780922431865828
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdne,40,30,70,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.83333333 0.78723404 0.86170213 0.82978723],0.594936708860759,0.607594936708861,0.80126582278481,0.935281837160752,0.945147679324894,0.934599156118144,0.663157894736842,0.777777777777778,0.59018759018759,0.673684210526316,0.82051282051282,0.61025641025641,0.817229336437718,0.886363636363636,0.801049838486387
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.52631579 0.53684211 0.51578947 0.5        0.52631579],0.544303797468354,0.550632911392405,0.538558786346397,0.591160220994475,0.675789473684211,0.532631578947368,0.614973262032086,0.746753246753247,0.549302549302549,0.618279569892473,0.709876543209877,0.54649671316338,0.601528384279476,0.696586599241466,0.538558786346397
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.72569444 0.7027972  0.72377622 0.73776224 0.70979021],0.563025210084034,0.466386554621849,0.770440251572327,0.852248394004282,0.833798882681564,0.855446927374302,0.631205673758865,0.717741935483871,0.556239388794567,0.50965250965251,0.578947368421053,0.470925297113752,0.774459320288362,0.788259958071279,0.770440251572327
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.9375     0.9375     0.95833333 1.         0.92708333],0.53125,0.6,0.82375,0.99581589958159,0.991666666666667,0.995833333333333,0.566473988439306,0.690140845070423,0.547317613546447,0.663157894736842,0.75,0.592105263157895,0.832342449464923,0.886075949367089,0.824519456165026
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.53496503 0.52097902 0.51048951 0.48943662],0.475,0.558333333333333,0.526205450733753,0.53972602739726,0.551820728291317,0.529411764705882,0.487804878048781,0.495867768595041,0.474824640600042,0.550847457627119,0.546218487394958,0.558233210639628,0.534500514933059,0.544025157232704,0.526205450733753
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.88541667 0.83333333 0.92708333 0.95833333 0.92553191],0.515723270440252,0.566037735849057,0.816582914572864,1,1,1,0.554913294797688,0.615384615384615,0.517568850902184,0.586826347305389,0.636363636363636,0.568181818181818,0.821515892420538,0.852791878172589,0.816943202767886
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.90625    0.91666667 0.92708333 0.94791667 0.89583333],0.53125,0.45,0.79625,1,1,1,0.496644295302013,0.440476190476191,0.536027568922306,0.388888888888889,0.325581395348837,0.460087994971716,0.789133247089263,0.74390243902439,0.797592245153221
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86111111 0.90972222 0.86111111 0.87323944 0.91549296],0.525210084033613,0.584033613445378,0.809563758389262,0.978843441466855,0.96927374301676,0.979050279329609,0.576779026217229,0.616,0.520389380530973,0.652631578947368,0.768595041322314,0.580878717242354,0.819984139571768,0.855960264900662,0.808932513402712
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svd,8,46,54,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.68881119 0.73076923 0.72727273 0.74125874 0.68309859],0.558333333333333,0.5625,0.817085953878407,0.901004304160689,0.879551820728291,0.903361344537815,0.595419847328244,0.709090909090909,0.56993006993007,0.628975265017668,0.684615384615385,0.551398601398601,0.820010314595152,0.833333333333333,0.817085953878407
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.625      0.61538462 0.6013986  0.59440559 0.65034965],0.487394957983193,0.592436974789916,0.816561844863732,0.907420494699647,0.896648044692737,0.908519553072625,0.5234375,0.544715447154471,0.485401201838105,0.572687224669604,0.565217391304348,0.591551785083068,0.815595363540569,0.811320754716981,0.816561844863732
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdne,32,34,66,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.86111111 0.81944444 0.85416667 0.84722222 0.83333333],0.45,0.454166666666667,0.778333333333333,0.99581589958159,0.991666666666667,0.995833333333333,0.518248175182482,0.563492063492063,0.444026733500418,0.498084291187739,0.580357142857143,0.462053571428571,0.787539936102237,0.824414715719064,0.778486427626974
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.69444444 0.6875     0.55633803 0.64084507 0.5915493 ],0.642857142857143,0.588235294117647,0.810924369747899,0.942465753424658,0.96358543417367,0.941176470588235,0.669260700389105,0.716666666666667,0.642231638418079,0.604838709677419,0.652173913043478,0.590314598798162,0.817813765182186,0.853040540540541,0.811135654885655
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.64583333 0.75       0.66806723 0.65546218 0.70168067],0.484593837535014,0.478991596638655,0.762578616352201,0.929120409906063,0.911222780569514,0.930485762144054,0.486033519553073,0.497142857142857,0.484835164835165,0.525510204081633,0.565934065934066,0.477252747252747,0.764185320145757,0.769392033542977,0.762578616352201
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.86458333 0.88541667 0.85416667 0.82291667],0.45,0.45,0.78,1,1,1,0.469879518072289,0.469879518072289,0.449225473321859,0.476190476190476,0.493827160493827,0.449445225816534,0.783783783783784,0.789603960396039,0.77990299029903
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.78873239 0.83802817 0.74647887 0.74647887 0.76760563],0.48728813559322,0.525423728813559,0.761421319796954,0.931276297335204,0.935211267605634,0.930985915492958,0.462222222222222,0.440677966101695,0.48728813559322,0.540983606557377,0.528,0.525261261261261,0.761421319796954,0.752508361204013,0.761528153204746
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.70833333 0.71875    0.625      0.64583333],0.54375,0.58125,0.7925,0.945833333333333,0.945833333333333,0.945833333333333,0.546583850931677,0.517647058823529,0.545490196078431,0.625698324022346,0.629213483146067,0.575170121854724,0.797560975609756,0.789855072463768,0.792595930014267
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdne,40,30,70,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.90625    0.85416667 0.89583333 0.8125     0.8125    ],0.45,0.55625,0.8,0.997912317327766,0.995833333333333,0.997916666666667,0.536842105263158,0.593023255813954,0.438403519798869,0.594285714285714,0.65,0.55625,0.81042654028436,0.842364532019704,0.799354854842339
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63445378 0.6512605  0.6512605  0.64705882 0.60084034],0.568245125348189,0.50974930362117,0.760482180293501,0.895,0.902521008403361,0.894117647058823,0.626506024096386,0.673575129533679,0.5596791310319,0.526881720430108,0.590361445783132,0.515387976777577,0.770005032712632,0.80188679245283,0.760482180293501
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.70416667 0.73333333 0.79411765 0.71008403 0.68067227],0.448179271708684,0.42296918767507,0.740041928721174,0.920985556499575,0.90787269681742,0.922110552763819,0.523002421307506,0.580645161290323,0.442369364270892,0.463541666666667,0.52046783625731,0.426900584795322,0.748733535967578,0.774633123689728,0.740041928721174
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.875      0.85416667 0.88888889 0.84722222 0.875     ],0.545833333333333,0.554166666666667,0.819166666666667,0.998613037447989,1,0.998611111111111,0.569169960474308,0.59504132231405,0.54541982082089,0.563265306122449,0.58974358974359,0.555034396497811,0.821985233798195,0.837792642140468,0.819228546983855
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.6125     0.70416667 0.62605042 0.64705882 0.59243697],0.610644257703081,0.574229691876751,0.79664570230608,0.918005071851226,0.909547738693467,0.918760469011725,0.558730158730159,0.488888888888889,0.611676082862524,0.486486486486487,0.406779661016949,0.572834274952919,0.783723522853958,0.736897274633124,0.79664570230608
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.54166667 0.5        0.52604167 0.515625   0.50526316],0.457680250783699,0.542319749216301,0.800125313283208,1,1,1,0.447284345047923,0.424242424242424,0.458874458874459,0.552147239263804,0.545454545454545,0.542207792207792,0.800250469630557,0.789864029666255,0.800268736561209
ensemble_model_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.73109244 0.72268908 0.70168067 0.69327731 0.70338983],0.427777777777778,0.455555555555556,0.789308176100629,1,1,1,0.495098039215686,0.564245810055866,0.428531744806939,0.505050505050505,0.552486187845304,0.455014043643322,0.798192771084337,0.833333333333333,0.789308176100629
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.90625    0.92708333 0.875      0.90425532 0.90425532],0.468354430379747,0.487341772151899,0.789141414141414,0.9957805907173,0.991596638655462,0.995798319327731,0.548387096774194,0.614457831325301,0.460562248995984,0.552486187845304,0.632911392405063,0.487341772151899,0.801426872770511,0.8425,0.78859693877551
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.80555556 0.79166667 0.80985915 0.78169014 0.78169014],0.487394957983193,0.491596638655462,0.75546218487395,0.932011331444759,0.92156862745098,0.932773109243697,0.530769230769231,0.58974358974359,0.489086670904853,0.55350553505535,0.630252100840336,0.491596638655462,0.764753435731609,0.797639123102867,0.755603481149423
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.48958333 0.5        0.52083333 0.54210526 0.55789474],0.610062893081761,0.493710691823899,0.579773869346734,0.594080338266385,0.587866108786611,0.598326359832636,0.6,0.636986301369863,0.612097801847722,0.519402985074627,0.537037037037037,0.492877492877493,0.57950974230044,0.586513994910941,0.579857493733386
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.90425532 0.87234043 0.90425532 0.90425532 0.85106383],0.532051282051282,0.506410256410256,0.808184143222506,1,1,1,0.557575757575758,0.657142857142857,0.543687707641196,0.574585635359116,0.611764705882353,0.496023198011599,0.816176470588235,0.853846153846154,0.808300627943485
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.734375   0.75       0.73684211 0.73684211 0.75263158],0.490566037735849,0.534591194968553,0.79559748427673,0.984358706986444,0.989517819706499,0.984276729559748,0.531791907514451,0.58974358974359,0.492402659069326,0.595628415300546,0.660606060606061,0.529649435531788,0.805505685218432,0.843358395989975,0.795416571732361
svm_model_N40_B30_E70_nb_zones_6_lab_svd,40,30,70,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.92361111 0.95138889 0.93055556 0.95138889 0.96478873],0.594142259414226,0.573221757322176,0.830267558528428,0.994444444444444,0.997214484679666,0.994428969359331,0.697819314641744,0.910569105691057,0.584594897673115,0.685185185185185,0.874015748031496,0.553079302587177,0.851282051282051,0.954022988505747,0.827948461884901
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.64705882 0.64285714 0.6302521  0.64285714],0.590529247910864,0.637883008356546,0.771488469601677,0.865139949109415,0.857142857142857,0.866386554621849,0.618181818181818,0.632978723404255,0.588419186263531,0.630681818181818,0.649122807017544,0.638391190742814,0.772442588726514,0.775681341719077,0.771488469601677
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52,12, low_bits_5, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.52430556 0.54166667 0.55555556 0.54166667 0.51048951],0.531914893617021,0.472340425531915,0.55503144654088,0.555956678700361,0.535465924895688,0.572322670375522,0.517543859649123,0.51304347826087,0.531521739130435,0.456140350877193,0.433333333333333,0.473188405797101,0.538837588267246,0.519916142557652,0.55503144654088
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.66666667 0.70486111 0.7027972  0.68531469 0.69230769],0.510548523206751,0.548523206751055,0.756289308176101,0.82258064516129,0.782426778242678,0.831241283124128,0.546875,0.608695652173913,0.51336421952958,0.577075098814229,0.598360655737705,0.547006414825374,0.751735184196476,0.737945492662474,0.756289308176101
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.84722222 0.85416667 0.90140845 0.88028169 0.88028169],0.5,0.521008403361345,0.784873949579832,0.967375886524823,0.955182072829131,0.967787114845938,0.604651162790698,0.722222222222222,0.486111111111111,0.589928057553957,0.732142857142857,0.532738095238095,0.800623052959502,0.863865546218487,0.784873949579832
ensemble_model_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55208333 0.51398601 0.52447552 0.50699301 0.42307692],0.508403361344538,0.525210084033613,0.878930817610063,0.999301187980433,0.998603351955307,0.999301675977654,0.493506493506493,0.483050847457627,0.50819209039548,0.515021459227468,0.5,0.525423728813559,0.878100263852243,0.872117400419287,0.878930817610063
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,480,160,160,0.6,0.2,0.2, [0.91666667 0.91666667 0.92708333 0.88541667 0.85416667],0.53125,0.56875,0.81375,0.989473684210526,0.979166666666667,0.989583333333333,0.56140350877193,0.6,0.53125,0.61878453038674,0.651162790697674,0.562067881835324,0.819830713422007,0.834975369458128,0.81342677102348
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.640625   0.61052632 0.67894737 0.65263158 0.71578947],0.558359621451104,0.605678233438486,0.659520807061791,0.717368961973279,0.733193277310924,0.711134453781513,0.62962962962963,0.687861271676301,0.545319524727039,0.63768115942029,0.69620253164557,0.605962901042911,0.681603773584906,0.716232961586121,0.65850158990731
svm_model_N32_B34_E66_nb_zones_8_lab_svd,32,34,66,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.94270833 0.953125   0.95263158 0.94736842 0.88947368],0.522012578616352,0.556603773584906,0.815723270440252,1,1,1,0.632850241545894,0.903448275862069,0.552880207295196,0.675862068965517,0.91304347826087,0.55206314040432,0.837493067110371,0.964240102171137,0.817931699164874
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.86805556 0.86111111 0.84722222 0.8125     0.86111111],0.495833333333333,0.545833333333333,0.808333333333333,1,1,1,0.546816479400749,0.669724770642202,0.51043490440507,0.620209059233449,0.747899159663866,0.547503298840197,0.819466248037677,0.887755102040816,0.809890622915833
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,714,238,238,0.6,0.2,0.2, [0.81944444 0.88888889 0.90140845 0.87323944 0.85211268],0.558823529411765,0.588235294117647,0.829411764705882,1,1,1,0.588235294117647,0.675675675675676,0.566184294530751,0.642335766423358,0.709677419354839,0.582908885116016,0.83668543845535,0.878378378378378,0.829657416613938
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.6875     0.65972222 0.65972222 0.64788732],0.556485355648536,0.552301255230126,0.764214046822743,0.903496503496503,0.899721448467967,0.903899721448468,0.530973451327434,0.487804878048781,0.558557611438183,0.515837104072398,0.483050847457627,0.551442779100714,0.757314974182444,0.733333333333333,0.764317673378076
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64930556 0.59440559 0.58041958 0.61538462 0.61188811],0.571428571428571,0.5,0.801362683438155,0.888575458392102,0.879888268156425,0.889664804469274,0.560344827586207,0.580357142857143,0.571924603174603,0.533333333333333,0.53968253968254,0.497519841269841,0.801049868766404,0.79979035639413,0.801362683438155
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svd,8,46,54, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.85314685 0.84965035 0.82867133 0.79370629 0.76760563],0.541666666666667,0.466666666666667,0.856394129979036,0.974825174825175,0.976190476190476,0.974789915966386,0.612676056338028,0.68503937007874,0.532785171765034,0.529411764705882,0.63716814159292,0.47606438575709,0.862034239677744,0.89727463312369,0.856394129979036
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.88541667 0.86458333 0.80208333 0.86458333],0.63125,0.56875,0.83875,0.997912317327766,0.995833333333333,0.997916666666667,0.700507614213198,0.8625,0.63125,0.660098522167488,0.858974358974359,0.575828642901814,0.853242320819112,0.942211055276382,0.83926473161829
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.70833333 0.70833333 0.71830986 0.68309859],0.521008403361345,0.596638655462185,0.781040268456376,0.928471248246844,0.924581005586592,0.92877094972067,0.532786885245902,0.560344827586207,0.521975692481628,0.578947368421053,0.564102564102564,0.596100868828141,0.779746835443038,0.781725888324873,0.781045972448626
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.74305556 0.73611111 0.76388889 0.74305556 0.6875    ],0.6,0.541666666666667,0.798333333333333,0.949579831932773,0.941666666666667,0.95,0.677852348993289,0.748148148148148,0.578835978835979,0.580152671755725,0.690909090909091,0.553146853146853,0.810047095761382,0.852892561983471,0.797874852420307
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.83333333 0.84507042 0.8943662  0.85211268 0.8943662 ],0.514767932489452,0.578059071729958,0.815345699831366,0.994397759103642,0.997191011235955,0.99438202247191,0.604810996563574,0.745762711864407,0.515738498789346,0.65034965034965,0.808695652173913,0.584675694939415,0.830364058869094,0.910016977928693,0.815980013252453
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57894737 0.54210526 0.58421053 0.55263158 0.53684211],0.506329113924051,0.506329113924051,0.800884955752212,0.996838777660696,0.995789473684211,0.996842105263158,0.509433962264151,0.515923566878981,0.506389456395465,0.506329113924051,0.5,0.506410256410256,0.801010739102969,0.800505050505051,0.80088543664493
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdn,26,37,63,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.62631579 0.55789474 0.58421053 0.55789474 0.51595745],0.44620253164557,0.493670886075949,0.786708860759494,0.997894736842105,1,0.99789029535865,0.489795918367347,0.541935483870968,0.447986375475857,0.529411764705882,0.555555555555556,0.492063492063492,0.793631353337416,0.81921618204804,0.786667660098799
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58,10, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.55416667 0.5375     0.52083333 0.49583333 0.57142857],0.498591549295775,0.490140845070423,0.611635220125786,0.66897746967071,0.64440734557596,0.681135225375626,0.482558139534884,0.466292134831461,0.498682790579572,0.456456456456457,0.429378531073446,0.489970164413128,0.595303113052977,0.571278825995807,0.611635220125786
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.578125   0.52631579 0.52105263 0.54210526 0.54736842],0.520504731861199,0.511041009463722,0.798234552332913,0.986301369863014,0.983193277310924,0.986344537815126,0.544910179640719,0.602649006622517,0.524216069576319,0.555873925501433,0.591463414634146,0.508150007970668,0.803921568627451,0.829329962073325,0.798312779778801
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.58391608 0.55244755 0.6048951  0.6443662 ],0.779166666666667,0.675,0.633647798742138,0.572932330827068,0.533613445378151,0.602240896358543,0.760180995475113,0.705882352941176,0.778561011181332,0.638888888888889,0.570247933884297,0.675880269463157,0.604414261460102,0.559748427672956,0.633647798742138
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdn,16,42,58,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.53361345 0.53361345 0.51680672 0.53361345 0.53389831],0.477777777777778,0.488888888888889,0.518867924528302,0.611111111111111,0.722222222222222,0.54040404040404,0.545893719806763,0.588541666666667,0.469866071428571,0.555555555555556,0.68452380952381,0.501116071428571,0.588709677419355,0.688679245283019,0.518867924528302
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.50520833 0.50520833 0.546875   0.484375   0.484375  ],0.515625,0.525,0.808125,1,1,1,0.523076923076923,0.518292682926829,0.515556597873671,0.518987341772152,0.496969696969697,0.525904203323558,0.808244846970644,0.799752781211372,0.808220259126546
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88888889 0.90140845 0.88732394 0.9084507  0.91549296],0.459915611814346,0.485232067510549,0.78920741989882,1,1,1,0.570469798657718,0.714285714285714,0.458837772397095,0.611464968152866,0.768,0.468821428571429,0.811178247734139,0.895,0.787943686006826
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.51260504 0.52521008 0.54201681 0.57563025],0.484679665738162,0.512534818941504,0.731656184486373,0.874587458745875,0.890756302521008,0.872268907563025,0.463768115942029,0.479041916167665,0.484312624750499,0.540682414698163,0.536458333333333,0.510744136726547,0.735810113519092,0.747379454926625,0.731656184486373
ensemble_model_N40_B30_E70_nb_zones_6_lab_svd,40,30,70,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.92361111 0.92361111 0.94444444 0.93055556 0.95138889],0.583333333333333,0.5875,0.8325,0.997222222222222,0.997222222222222,0.997222222222222,0.615384615384615,0.740740740740741,0.597643097643098,0.657439446366782,0.688405797101449,0.569693094629156,0.84160756501182,0.881188118811881,0.832008200820082
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.85416667 0.84722222 0.875      0.84027778 0.84722222],0.433333333333333,0.445833333333333,0.770833333333333,0.99171270718232,0.997222222222222,0.991666666666667,0.488721804511278,0.5,0.427272727272727,0.452674897119342,0.55,0.460714285714286,0.776966747769668,0.811864406779661,0.771505973881634
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svd,40,30,70,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.88888889 0.89583333 0.875      0.875      0.92361111],0.420833333333333,0.479166666666667,0.78,1,1,1,0.544262295081967,0.721739130434783,0.432869565217391,0.615384615384615,0.763358778625954,0.450486728762518,0.804444444444444,0.896039603960396,0.778827882788279
svm_model_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.93229167 0.921875   0.92708333 0.94791667 0.92708333],0.63125,0.653125,0.854375,0.995824634655532,0.99375,0.995833333333333,0.48695652173913,0.352201257861635,0.629516777999141,0.557768924302789,0.421686746987952,0.662142074792677,0.838082001389854,0.749068322981367,0.855037306144771
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdn,4,48,52,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53846154 0.50699301 0.52447552 0.47202797 0.48251748],0.464435146443515,0.447698744769874,0.863731656184486,1,1,1,0.457627118644068,0.473684210526316,0.464842105263158,0.445378151260504,0.424,0.448842105263158,0.86344537815126,0.861635220125786,0.863731656184486
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.73776224 0.70629371 0.72027972 0.72183099],0.4875,0.5125,0.842243186582809,0.956890459363958,0.948179271708683,0.957282913165266,0.588628762541806,0.727272727272727,0.485485103132162,0.616393442622951,0.789915966386555,0.514792693937079,0.850916295195641,0.90041928721174,0.842243186582809
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.45804196 0.53146853 0.48601399 0.49300699 0.47535211],0.433333333333333,0.495833333333333,0.865303983228511,1,1,1,0.433333333333333,0.436974789915966,0.433363428015834,0.510121457489879,0.520661157024793,0.495624696159456,0.86579634464752,0.868972746331237,0.865303983228511
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70,6, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88732394 0.90140845 0.93661972 0.88732394 0.8943662 ],0.5,0.483050847457627,0.791878172588832,0.991525423728814,0.988732394366197,0.991549295774648,0.566176470588235,0.663793103448276,0.502729885057471,0.544776119402985,0.603305785123967,0.479913762127201,0.802884615384615,0.846283783783784,0.791785959688502
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.78645833 0.74479167 0.734375   0.76842105],0.492163009404389,0.536050156739812,0.805764411027569,1,1,1,0.580310880829016,0.687116564417178,0.487789051439358,0.622448979591837,0.74390243902439,0.530015735641227,0.821428571428572,0.884615384615385,0.804965920155794
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.61538462 0.59440559 0.64685315 0.56993007 0.62323944],0.608333333333333,0.654166666666667,0.621593291404612,0.626967830253251,0.641456582633053,0.618347338935574,0.626984126984127,0.647540983606557,0.607668796888024,0.669322709163347,0.711864406779661,0.655112531258683,0.632382892057026,0.650943396226415,0.621593291404612
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svd,8,46,54,12, low_bits_4_shifted_2, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.70486111 0.75347222 0.72916667 0.76223776 0.73076923],0.555084745762712,0.572033898305085,0.860062893081761,0.956890459363958,0.942896935933148,0.957520891364902,0.588235294117647,0.619834710743802,0.553395616241466,0.607003891050584,0.678260869565217,0.574667624865253,0.861442656979761,0.870020964360587,0.860062893081761
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.48951049 0.50699301 0.48951049 0.47535211],0.525,0.441666666666667,0.514150943396226,0.331034482758621,0.235294117647059,0.524509803921569,0.329411764705882,0.254545454545454,0.504195804195804,0.279569892473118,0.2,0.463636363636364,0.323851203501094,0.232704402515723,0.514150943396226
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.578125   0.515625   0.51041667 0.5        0.52105263],0.477987421383648,0.515723270440252,0.793341708542714,0.990615224191866,0.993723849372385,0.990585774058578,0.467948717948718,0.486666666666667,0.478452380952381,0.51875,0.528662420382166,0.515884005222139,0.79321181646763,0.803821656050955,0.79348455788917
ensemble_model_N32_B34_E66_nb_zones_8_lab_svd,32,34,66,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.91578947 0.93684211 0.92631579 0.94210526 0.9       ],0.598101265822785,0.617088607594937,0.842604298356511,0.998946259220232,0.997894736842105,0.998947368421053,0.664907651715039,0.75,0.587837837837838,0.690537084398977,0.808383233532934,0.605533898645662,0.855148342059337,0.907407407407407,0.841009403185569
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.70138889 0.67361111 0.70138889 0.6971831 ],0.640167364016736,0.564853556485356,0.776755852842809,0.893793103448276,0.902506963788301,0.892757660167131,0.661417322834646,0.666666666666667,0.638643067846608,0.584,0.557251908396947,0.56566299123551,0.782750203417413,0.780844155844156,0.776628974473802
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.86315789 0.86315789 0.82105263 0.84210526 0.86702128],0.610759493670886,0.550632911392405,0.832278481012658,1,1,1,0.682170542635659,0.804878048780488,0.603096919127086,0.645,0.816455696202532,0.550632911392405,0.847262247838617,0.923366834170854,0.831581376269101
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53645833 0.52083333 0.55729167 0.54210526 0.53157895],0.468553459119497,0.534591194968553,0.800879396984925,1,1,1,0.489425981873112,0.48502994011976,0.467680532973787,0.525641025641026,0.525641025641026,0.534425451092118,0.801751094434021,0.800249687890137,0.800883377446965
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.61764706 0.6302521  0.62605042 0.60504202 0.65254237],0.602777777777778,0.6,0.785115303983228,0.897585345545379,0.907407407407407,0.896464646464646,0.626631853785901,0.685714285714286,0.605019305019305,0.621052631578947,0.637837837837838,0.598918918918919,0.791242362525458,0.814465408805031,0.785115303983228
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.48611111 0.5625     0.63380282 0.54225352],0.588235294117647,0.53781512605042,0.576342281879195,0.653442240373396,0.782122905027933,0.585195530726257,0.664383561643836,0.763779527559055,0.575583457473221,0.607142857142857,0.702479338842975,0.535000353182171,0.646606018194542,0.762376237623762,0.573167640996182
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.66783217 0.65034965 0.65384615 0.70629371 0.67957746],0.525,0.533333333333333,0.674528301886793,0.719260838663824,0.708683473389356,0.723389355742297,0.495575221238938,0.474576271186441,0.52417338149486,0.513043478260869,0.483606557377049,0.534176160044457,0.666666666666667,0.650943396226415,0.674528301886793
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svd,32,34,66,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.875      0.83333333 0.86842105 0.83157895 0.86842105],0.544025157232704,0.550314465408805,0.816981132075472,0.996845425867508,0.993710691823899,0.996855345911949,0.657210401891253,0.879746835443038,0.546123417721519,0.653753026634383,0.854430379746835,0.552215189873418,0.837157246782317,0.943253467843632,0.817298001174012
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.66666667 0.71578947 0.65789474 0.63684211 0.69473684],0.539432176656151,0.539432176656151,0.788146279949559,0.952991452991453,0.936974789915966,0.953781512605042,0.578034682080925,0.628930817610063,0.539148953108829,0.594444444444445,0.66875,0.538196656050955,0.79537149817296,0.821383647798742,0.788062241092797
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.60084034 0.55882353 0.60084034 0.61344538 0.61864407],0.583333333333333,0.583333333333333,0.79559748427673,0.923728813559322,0.917508417508418,0.924242424242424,0.594594594594595,0.555555555555556,0.58641975308642,0.509803921568627,0.481481481481482,0.574074074074074,0.789870689655172,0.768343815513627,0.795597484276729
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58, zones, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.72083333 0.7394958  0.74789916 0.75630252 0.70168067],0.460893854748603,0.460893854748603,0.797169811320755,0.999161777032691,1,0.999161073825503,0.471232876712329,0.485875706214689,0.46116989730624,0.482573726541555,0.497237569060774,0.460483191310048,0.799585706887623,0.809224318658281,0.797169811320755
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.55416667 0.5125     0.56722689 0.53361345 0.49159664],0.57703081232493,0.532212885154062,0.612159329140461,0.704895104895105,0.844221105527638,0.646566164154104,0.648018648018648,0.780898876404494,0.577600276191074,0.621315192743764,0.76536312849162,0.531557968740192,0.678260869565218,0.817610062893082,0.612159329140461
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.92361111 0.88888889 0.88888889 0.90972222 0.9084507 ],0.531380753138075,0.531380753138075,0.812709030100334,1,1,1,0.602836879432624,0.720338983050847,0.533723210533688,0.605633802816902,0.693548387096774,0.525035063113605,0.825545171339564,0.881863560732113,0.812360351794628
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svd,40,30,70, zones, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.97916667 0.96527778 0.90972222 0.97222222 0.97183099],0.640167364016736,0.564853556485356,0.840301003344482,0.998609179415855,1,0.998607242339833,0.705479452054795,0.798449612403101,0.626497533474278,0.653333333333333,0.790322580645161,0.556030855539972,0.854309687261632,0.915032679738562,0.838509490554213
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66,8, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.68229167 0.59895833 0.61979167 0.71578947 0.62631579],0.566037735849057,0.644654088050314,0.641331658291457,0.667359667359667,0.671548117154812,0.665271966527197,0.581818181818182,0.568047337278107,0.565902863269926,0.611683848797251,0.577922077922078,0.642619575546405,0.639292482627922,0.631710362047441,0.641392475587564
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58,10, low_bits_4, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.50833333 0.51666667 0.4875     0.48739496],0.51830985915493,0.476056338028169,0.656708595387841,0.747457627118644,0.736227045075125,0.751252086811352,0.495575221238938,0.488372093023256,0.517410090227475,0.477528089887641,0.46448087431694,0.476426483670098,0.650666666666667,0.639412997903564,0.656708595387841
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.88541667 0.88421053 0.87894737 0.92631579 0.88947368],0.517350157728707,0.463722397476341,0.778688524590164,0.970649895178197,0.972689075630252,0.970588235294118,0.631325301204819,0.789156626506024,0.50384983643182,0.561855670103093,0.746575342465753,0.484398782343988,0.80022766078543,0.892131979695431,0.779399323181049
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.85915493 0.88732394 0.86619718 0.9084507  0.85915493],0.508474576271186,0.563559322033898,0.814720812182741,1,1,1,0.567164179104478,0.678571428571429,0.516705069124424,0.643598615916955,0.744,0.55218018018018,0.827150749802683,0.885135135135135,0.814601465872652
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svd,40,30,70,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.875      0.85416667 0.88732394 0.84507042 0.86619718],0.474789915966386,0.571428571428571,0.808403361344538,0.99859747545582,0.997198879551821,0.99859943977591,0.584717607973422,0.785714285714286,0.492063492063492,0.664473684210526,0.848739495798319,0.571428571428571,0.82701062215478,0.92687074829932,0.809780889099826
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.72222222 0.71527778 0.75174825 0.75174825 0.72727273],0.535864978902954,0.527426160337553,0.839098532494759,0.940517844646606,0.937238493723849,0.940725244072524,0.533898305084746,0.51219512195122,0.536799315361575,0.537190082644628,0.570175438596491,0.528990158322636,0.839014158363922,0.838574423480084,0.839098532494759
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.48958333 0.53125    0.57894737 0.55789474 0.57368421],0.462264150943396,0.49685534591195,0.790566037735849,0.997907949790795,1,0.9979035639413,0.45016077170418,0.426829268292683,0.463414634146341,0.493670886075949,0.506493506493506,0.497149192271144,0.789639924194567,0.786163522012579,0.790566037735849
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.46853147 0.47202797 0.52097902 0.42307692 0.55985915],0.508333333333333,0.479166666666667,0.872641509433962,1,1,1,0.504201680672269,0.483870967741936,0.509176863181313,0.463519313304721,0.46551724137931,0.478726362625139,0.872037914691943,0.867924528301887,0.872641509433962
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.83333333 0.90972222 0.89583333 0.86619718 0.85211268],0.558823529411765,0.542016806722689,0.817953020134228,0.995804195804196,0.994413407821229,0.995810055865922,0.606741573033708,0.675,0.557838983050847,0.543933054393305,0.585585585585586,0.544761296729801,0.822276822276822,0.852292020373514,0.818351648661052
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,954,318,318,0.6,0.2,0.2, [0.53645833 0.515625   0.48947368 0.51052632 0.54210526],0.547169811320755,0.481132075471698,0.794339622641509,0.981171548117155,0.983228511530398,0.981132075471698,0.55,0.536585365853659,0.547513462147609,0.466019417475728,0.452830188679245,0.481132075471698,0.793690851735016,0.78625,0.79439082278481
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.56770833 0.53157895 0.57368421 0.5        0.61052632],0.520504731861199,0.501577287066246,0.798234552332913,0.989473684210526,0.987394957983193,0.989495798319328,0.533742331288344,0.550632911392405,0.520599474564127,0.524096385542169,0.561290322580645,0.502867383512545,0.800995024875622,0.816223067173637,0.798324833461348
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.53846154 0.45804196 0.52447552 0.46853147],0.447698744769874,0.485355648535565,0.854821802935011,0.984593837535014,0.983216783216783,0.984615384615385,0.463414634146341,0.452380952380952,0.447429414243574,0.485355648535565,0.513274336283186,0.486795898300323,0.855201254573968,0.857442348008386,0.854821802935011
ensemble_model_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.859375   0.91145833 0.87368421 0.94210526 0.88421053],0.562893081761006,0.581761006289308,0.823270440251572,0.990556138509969,0.989517819706499,0.990566037735849,0.644501278772379,0.773006134969325,0.557470809420146,0.635616438356164,0.811188811188811,0.602737262737263,0.835576360444705,0.911877394636015,0.824588015781453
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.48958333 0.46354167 0.48958333 0.47916667 0.52105263],0.539184952978056,0.564263322884012,0.817042606516291,0.993736951983299,0.993736951983299,0.993736951983299,0.518032786885246,0.516339869281046,0.538290416568234,0.558730158730159,0.536585365853659,0.565066876475216,0.814955640050697,0.807788944723618,0.817019472361809
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.625      0.65277778 0.64583333 0.65492958],0.539748953974895,0.594142259414226,0.79180602006689,0.941340782122905,0.938718662952646,0.94150417827298,0.521739130434783,0.555555555555556,0.541136556403732,0.616600790513834,0.595419847328244,0.594006219960418,0.79232693911593,0.794314381270903,0.79180602006689
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.57638889 0.59722222 0.5        0.58450704 0.53521127],0.558823529411765,0.521008403361345,0.815966386554622,1,1,1,0.578313253012048,0.642857142857143,0.563492063492063,0.558139534883721,0.605042016806723,0.521008403361344,0.820638820638821,0.852040816326531,0.816385856668249
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.88194444 0.90140845 0.91549296 0.87323944 0.93661972],0.556962025316456,0.561181434599156,0.823777403035413,1,1,1,0.641638225255973,0.783333333333333,0.554059829059829,0.636363636363636,0.752066115702479,0.55706754060986,0.838109992254067,0.906197654941374,0.823217672971536
svm_model_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.88194444 0.91666667 0.90277778 0.86805556 0.88194444],0.516666666666667,0.408333333333333,0.784166666666667,0.998613037447989,1,0.998611111111111,0.630573248407643,0.733333333333333,0.485714285714286,0.49645390070922,0.636363636363636,0.425874125874126,0.80334092634776,0.874380165289256,0.783408570039586
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66,8, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.765625   0.79166667 0.77604167 0.80526316 0.84210526],0.528301886792453,0.525157232704403,0.810929648241206,1,1,1,0.563953488372093,0.621794871794872,0.530033238366572,0.554572271386431,0.562874251497006,0.523158980053139,0.816351433801098,0.835205992509363,0.810776194737615
svm_model_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.58391608 0.63286713 0.60839161 0.66433566 0.62676056],0.5375,0.5125,0.740041928721174,0.820375335120643,0.857142857142857,0.812324929971989,0.546938775510204,0.592920353982301,0.540554665180127,0.561797752808989,0.590551181102362,0.507664971082154,0.75249500998004,0.790356394129979,0.740041928721174
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.6875     0.67894737 0.59473684 0.64210526 0.61578947],0.589905362776025,0.652996845425868,0.646910466582598,0.686274509803922,0.735294117647059,0.663865546218487,0.634831460674157,0.724358974358974,0.59199315177576,0.672619047619048,0.684848484848485,0.651634768740032,0.672897196261682,0.722710163111669,0.646526184217431
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.48333333 0.47478992 0.52521008 0.5210084 ],0.484593837535014,0.579831932773109,0.824947589098533,1,1,1,0.48314606741573,0.491428571428571,0.484725274725275,0.598930481283422,0.615384615384615,0.579120879120879,0.826403326403326,0.833333333333333,0.824947589098533
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svd,32,34,66, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.90625    0.921875   0.94210526 0.91578947 0.94736842],0.547169811320755,0.566037735849057,0.822641509433962,1,1,1,0.653846153846154,0.839506172839506,0.541547958214625,0.660098522167488,0.864516129032258,0.573362358994657,0.841216216216216,0.94080604534005,0.822789957343392
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdn,16,42,58,10, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.45833333 0.50833333 0.50833333 0.54166667 0.57983193],0.509859154929577,0.492957746478873,0.814465408805031,1,1,1,0.508474576271186,0.569620253164557,0.515774593587355,0.543147208121827,0.543147208121827,0.486763477478635,0.81808838643371,0.834381551362683,0.814465408805031
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85263158 0.88421053 0.88947368 0.86315789 0.87368421],0.525316455696203,0.534810126582278,0.812262958280657,1,1,1,0.585635359116022,0.658385093167702,0.522740933680625,0.566371681415929,0.662068965517241,0.544484775156282,0.820109024833434,0.866837387964149,0.812944286990813
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86805556 0.90972222 0.88888889 0.90140845 0.9084507 ],0.563025210084034,0.512605042016807,0.815436241610738,1,1,1,0.614814814814815,0.709401709401709,0.565444656353747,0.585714285714286,0.689075630252101,0.512605042016807,0.826224328593997,0.88047138047138,0.815653750436359
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.55042017 0.53781513 0.57563025 0.55882353 0.50847458],0.463888888888889,0.511111111111111,0.806603773584905,1,1,1,0.474114441416894,0.483333333333333,0.463888888888889,0.548717948717949,0.594444444444444,0.511111111111111,0.810282776349614,0.825995807127883,0.806603773584905
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,1440,480,480,0.6,0.2,0.2, [0.59375    0.5625     0.61805556 0.5625     0.61458333],0.585470085470085,0.487179487179487,0.792976939203354,0.876901798063624,0.880555555555556,0.876388888888889,0.607287449392713,0.657894736842105,0.587280701754386,0.504132231404959,0.508333333333333,0.486622807017544,0.795865633074935,0.807127882599581,0.792976939203354
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svd,32,34,66,8, low_bits_4_shifted_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.83333333 0.828125   0.88020833 0.81052632 0.78947368],0.449685534591195,0.449685534591195,0.769472361809045,0.982086406743941,0.97489539748954,0.982217573221757,0.547803617571059,0.630952380952381,0.438809523809524,0.501424501424501,0.57516339869281,0.454248366013072,0.782454060462359,0.826032540675845,0.769258388875123
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.51388889 0.59027778 0.56944444 0.56944444 0.58333333],0.5,0.558333333333333,0.740833333333333,0.882758620689655,0.888888888888889,0.881944444444444,0.5,0.5,0.5,0.565573770491803,0.579831932773109,0.558511007708869,0.742762613730356,0.749582637729549,0.740847891244142
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88028169 0.86619718 0.90140845 0.8943662  0.86619718],0.576271186440678,0.576271186440678,0.825719120135364,0.991549295774648,0.991549295774648,0.991549295774648,0.621212121212121,0.745454545454545,0.587012987012987,0.63768115942029,0.733333333333333,0.573563218390805,0.8352,0.892307692307692,0.826388352016493
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.57291667 0.609375   0.62631579 0.65789474 0.59473684],0.49685534591195,0.518867924528302,0.772955974842767,0.949895615866388,0.953878406708595,0.949685534591195,0.520958083832335,0.524096385542169,0.495600824350032,0.501628664495114,0.496774193548387,0.518325747080942,0.774233896185116,0.775689223057644,0.772945621629832
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.48958333 0.51041667 0.45263158 0.55263158],0.518867924528302,0.525157232704403,0.805276381909548,0.993697478991597,0.989539748953975,0.993723849372385,0.537764350453172,0.542682926829268,0.518094710167881,0.514469453376206,0.519480519480519,0.524984162179284,0.805520702634881,0.806532663316583,0.805276381909548
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.74652778 0.73076923 0.74825175 0.73076923 0.75174825],0.529411764705882,0.533613445378151,0.843815513626834,0.946770759403833,0.931564245810056,0.947625698324022,0.525423728813559,0.539130434782609,0.529727819017321,0.523605150214592,0.495934959349593,0.534924001413927,0.841320553780618,0.828092243186583,0.843815513626834
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.88947368 0.86842105 0.85789474 0.86842105 0.88421053],0.55379746835443,0.518987341772152,0.808470290771176,0.989406779661017,0.983157894736842,0.989473684210526,0.617886178861789,0.745098039215686,0.559665584025021,0.614213197969543,0.703488372093023,0.501049741602067,0.822495606326889,0.8775,0.807675831202046
svm_model_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.85294118 0.85294118 0.92436975 0.90336134 0.88655462],0.668523676880223,0.62116991643454,0.835953878406709,0.950764006791172,0.941176470588235,0.951260504201681,0.666666666666667,0.664804469273743,0.668513345747983,0.626373626373626,0.633333333333333,0.621135940409683,0.835176408636124,0.831236897274633,0.835953878406708
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.67708333 0.64210526 0.62631579 0.63684211],0.559748427672956,0.606918238993711,0.791194968553459,0.930998970133882,0.947589098532495,0.929769392033543,0.590643274853801,0.647435897435897,0.561372269705603,0.633431085043988,0.696774193548387,0.609123293093212,0.799274486094317,0.838832487309645,0.791610757370533
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,1434,478,478,0.6,0.2,0.2, [0.51041667 0.46527778 0.52797203 0.5034965  0.54895105],0.430379746835443,0.518987341772152,0.861635220125786,0.989517819706499,0.98744769874477,0.989539748953975,0.347826086956522,0.327272727272727,0.423478883321403,0.516949152542373,0.480314960629921,0.521975662133143,0.859124866595518,0.843815513626834,0.861635220125786
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.828125   0.828125   0.83684211 0.82631579 0.83157895],0.559748427672956,0.512578616352201,0.746540880503145,0.8875,0.893081761006289,0.886792452830189,0.588235294117647,0.584795321637427,0.557703783267693,0.5141065830721,0.509316770186335,0.512620168532658,0.751080914144534,0.751545117428925,0.746451175871953
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,1434,478,478,0.6,0.2,0.2, [0.72569444 0.65277778 0.7027972  0.68531469 0.72377622],0.573839662447257,0.565400843881857,0.856918238993711,0.950889679715302,0.931659693165969,0.951882845188284,0.594377510040161,0.592,0.572785714285714,0.572614107883817,0.616071428571429,0.568035714285714,0.855936675461741,0.850104821802935,0.856918238993711
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.64335664 0.53496503 0.67832168 0.63380282],0.583333333333333,0.608333333333333,0.845911949685535,0.929676511954993,0.925770308123249,0.929971988795518,0.572649572649573,0.549180327868853,0.583912197832731,0.605042016806723,0.610169491525424,0.608363434287302,0.844772967265048,0.838574423480084,0.845911949685534
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.84895833 0.84895833 0.86842105 0.81578947 0.86842105],0.534591194968553,0.547169811320755,0.769811320754717,0.919739696312364,0.888888888888889,0.922431865828092,0.540372670807453,0.547169811320755,0.534591194968553,0.560975609756097,0.567901234567901,0.546771130104463,0.767175572519084,0.755639097744361,0.769865003417635
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdne,26,37,63,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.81578947 0.75789474 0.80526316 0.8        0.82105263],0.582278481012658,0.54746835443038,0.816687737041719,0.98416050686378,0.981052631578947,0.984210526315789,0.609467455621302,0.631901840490798,0.58065680259834,0.583090379008746,0.609756097560976,0.545009627727856,0.821867321867322,0.834164588528678,0.816441268623314
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.47552448 0.48251748 0.50699301 0.53873239],0.495833333333333,0.475,0.864779874213837,0.992248062015504,0.985994397759104,0.992296918767507,0.493723849372385,0.479674796747968,0.49624765478424,0.466101694915254,0.47008547008547,0.474880133416719,0.863780359028511,0.857442348008386,0.864779874213836
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.90625    0.91145833 0.93157895 0.92631579 0.87894737],0.657232704402516,0.584905660377358,0.846540880503145,0.996858638743456,0.9979035639413,0.996855345911949,0.64951768488746,0.664473684210526,0.65753804692454,0.625,0.691823899371069,0.584905660377358,0.849196538936959,0.871827411167513,0.846761585883008
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.46875    0.52097902 0.51048951 0.47902098 0.4965035 ],0.546218487394958,0.512605042016807,0.882599580712788,1,1,1,0.560975609756097,0.522727272727273,0.54909948542024,0.495652173913043,0.537735849056604,0.515080045740423,0.882599580712788,0.882599580712788,0.882599580712788
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.59027778 0.54166667 0.52816901 0.56338028 0.52816901],0.592436974789916,0.529411764705882,0.560504201680672,0.562674094707521,0.565826330532213,0.560224089635854,0.583690987124463,0.596491228070175,0.592600452744765,0.559055118110236,0.577235772357724,0.52774832096147,0.56597510373444,0.574074074074074,0.560526969922943
ensemble_model_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.82638889 0.81944444 0.85915493 0.84507042 0.9084507 ],0.521008403361345,0.512605042016807,0.80672268907563,1,1,1,0.634615384615385,0.792,0.506619469026549,0.613333333333333,0.793103448275862,0.519502543810062,0.826546003016591,0.916387959866221,0.806166952906083
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73684211 0.71052632 0.71578947 0.74736842 0.73157895],0.534810126582278,0.512658227848101,0.678887484197219,0.77765843179377,0.762105263157895,0.782105263157895,0.597260273972603,0.677018633540373,0.53205770386696,0.544378698224852,0.638888888888889,0.522932816537468,0.689106487148103,0.721794871794872,0.679475989513396
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.5979021  0.60839161 0.59440559 0.61971831],0.6,0.5875,0.829664570230608,0.907670454545455,0.894957983193277,0.908963585434174,0.58974358974359,0.547619047619048,0.602756892230577,0.552036199095023,0.535087719298246,0.58500417710944,0.825550187869028,0.806079664570231,0.829664570230608
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.55555556 0.60416667 0.58450704 0.56338028 0.6056338 ],0.516806722689076,0.487394957983193,0.560504201680672,0.620689655172414,0.65546218487395,0.599439775910364,0.566037735849057,0.635593220338983,0.517796610169492,0.515873015873016,0.585585585585586,0.493580194367596,0.588512981904012,0.638225255972696,0.56166229686052
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.50416667 0.42916667 0.50840336 0.58403361 0.51680672],0.509803921568627,0.518207282913165,0.551362683438155,0.558542931483088,0.539363484087102,0.573701842546064,0.504249291784703,0.517441860465116,0.510072281583909,0.522222222222222,0.508108108108108,0.518588937774984,0.541264737406216,0.529350104821803,0.551362683438155
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.56944444 0.58333333 0.47916667 0.57638889 0.59027778],0.5125,0.520833333333333,0.8,0.988888888888889,0.988888888888889,0.988888888888889,0.541176470588235,0.579831932773109,0.513056462254323,0.572490706319703,0.631147540983607,0.518963601000278,0.807073954983923,0.835274542429285,0.79994111094753
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.67708333 0.65277778 0.66433566 0.64685315 0.64335664],0.573839662447257,0.476793248945148,0.826519916142558,0.926896551724138,0.937238493723849,0.926080892608089,0.600790513833992,0.628099173553719,0.572670276432032,0.526717557251908,0.594827586206897,0.47923197492163,0.831552162849873,0.856394129979036,0.826519916142558
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.49166667 0.55       0.525      0.55833333 0.47478992],0.515492957746479,0.529577464788732,0.822327044025157,1,1,1,0.508571428571429,0.489010989010989,0.516181795083529,0.524216524216524,0.531791907514451,0.529632217493489,0.821484992101106,0.817610062893082,0.822327044025157
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdn,40,30,70,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.64583333 0.61111111 0.57042254 0.64788732 0.57042254],0.495798319327731,0.525210084033613,0.759663865546218,0.926080892608089,0.929971988795518,0.925770308123249,0.541984732824427,0.633928571428571,0.503472222222222,0.592057761732852,0.672131147540984,0.521410401356699,0.772292993630573,0.820642978003384,0.760071071639422
svm_model_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.73076923 0.75174825 0.70979021 0.74125874],0.525210084033613,0.504201680672269,0.711740041928721,0.778009742519137,0.78072625698324,0.777234636871508,0.592057761732852,0.672131147540984,0.521410401356699,0.566176470588235,0.663793103448276,0.508126059920859,0.72306143001007,0.752620545073375,0.711740041928721
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.5625     0.57746479 0.61971831 0.57042254],0.554621848739496,0.512605042016807,0.811764705882353,0.997191011235955,0.994397759103642,0.997198879551821,0.582677165354331,0.601626016260163,0.55298692117356,0.516666666666667,0.516666666666667,0.512570621468927,0.814262023217247,0.818333333333333,0.811709039548023
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63,8, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.66145833 0.703125   0.65789474 0.71578947],0.60062893081761,0.537735849056604,0.767587939698492,0.898305084745762,0.887029288702929,0.899581589958159,0.62089552238806,0.662420382165605,0.601396526486529,0.553191489361702,0.575949367088608,0.537974683544304,0.769900497512438,0.780580075662043,0.767636721185214
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.67361111 0.67361111 0.64788732 0.70422535 0.65492958],0.554621848739496,0.521008403361345,0.778151260504202,0.938888888888889,0.946778711484594,0.938375350140056,0.601503759398496,0.634920634920635,0.549603174603175,0.568181818181818,0.619834710743802,0.51931906477361,0.7888,0.816225165562914,0.777566507696133
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64583333 0.63286713 0.66083916 0.64335664 0.65034965],0.521008403361345,0.630252100840336,0.636792452830189,0.644460535843592,0.621508379888268,0.657122905027933,0.536585365853659,0.564102564102564,0.521720703538885,0.650793650793651,0.677685950413223,0.629441265804902,0.631186801490154,0.621593291404612,0.636792452830189
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.77894737 0.81578947 0.83157895 0.75263158 0.82446809],0.512658227848101,0.528481012658228,0.808227848101266,1,1,1,0.515723270440252,0.539473684210526,0.513639281129653,0.56047197640118,0.555555555555556,0.526053639846743,0.811214953271028,0.816813048933501,0.808151096625116
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.74475524 0.76573427 0.73076923 0.76056338],0.508333333333333,0.504166666666667,0.839622641509434,0.951098511693834,0.939775910364146,0.951680672268908,0.546153846153846,0.63963963963964,0.517494238424471,0.567272727272727,0.604651162790698,0.496019275089042,0.842754367934224,0.859538784067086,0.839622641509434
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.80729167 0.84375    0.8125     0.87368421 0.82105263],0.547169811320755,0.625786163522013,0.807788944723618,0.95525494276795,0.960251046025105,0.955020920502092,0.617021276595745,0.703030303030303,0.541057635175282,0.673972602739726,0.793548387096774,0.629903027904215,0.82021151586369,0.87468671679198,0.807620436481632
svm_model_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.79166667 0.78125    0.859375   0.8125     0.84210526],0.507836990595611,0.492163009404389,0.799498746867168,0.998955067920585,0.997912317327766,0.998956158663883,0.539589442815249,0.609271523178808,0.512969094922737,0.537142857142857,0.562874251497006,0.488673967853766,0.805825242718447,0.833124215809285,0.799540831308898
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.84895833 0.83333333 0.875      0.828125   0.86315789],0.5141065830721,0.520376175548589,0.795112781954887,0.980187695516163,0.981210855949895,0.980167014613779,0.586666666666667,0.705128205128205,0.518208274343244,0.585365853658537,0.705882352941176,0.527639971651311,0.807985907222549,0.873096446700508,0.796077926320551
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.40833333 0.47916667 0.4625     0.5210084  0.51680672],0.51123595505618,0.514044943820225,0.818134171907757,1,1,1,0.505681818181818,0.505681818181818,0.511174242424243,0.520775623268698,0.522222222222222,0.51395202020202,0.818229439497119,0.818658280922432,0.818134171907757
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.48951049 0.51398601 0.47202797 0.49647887],0.525,0.5,0.871593291404612,0.99229152067274,0.991596638655462,0.992296918767507,0.551181102362205,0.573770491803279,0.52417338149486,0.504132231404959,0.516949152542373,0.500277854959711,0.872594903796152,0.879454926624738,0.871593291404612
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.70833333 0.69791667 0.65789474 0.64736842 0.72105263],0.522012578616352,0.547169811320755,0.638993710691824,0.724752475247525,0.767295597484277,0.708595387840671,0.555555555555556,0.558823529411765,0.519276629570747,0.535483870967742,0.546052631578947,0.547122701331642,0.654632972322503,0.680851063829787,0.638782042660785
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.859375   0.84210526 0.82631579 0.86315789 0.9       ],0.520504731861199,0.574132492113565,0.809583858764186,0.984126984126984,0.976890756302521,0.984243697478992,0.593582887700535,0.676829268292683,0.514885222381636,0.63013698630137,0.727848101265823,0.574615874532282,0.820665083135392,0.865914786967418,0.809226429016704
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.83333333 0.89583333 0.86619718 0.80985915 0.83802817],0.495798319327731,0.449579831932773,0.788235294117647,0.998601398601399,1,0.99859943977591,0.545454545454545,0.615384615384615,0.497774952320407,0.50936329588015,0.557377049180328,0.446791972866026,0.797752808988764,0.833892617449664,0.788158429936953
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52083333 0.59722222 0.54166667 0.54225352 0.56338028],0.512605042016807,0.605042016806723,0.823825503355705,1,1,1,0.528455284552846,0.565217391304348,0.514316012725345,0.624,0.634146341463415,0.604029692470838,0.826732673267327,0.840604026845638,0.823825503355705
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.66666667 0.72222222 0.78169014 0.71126761 0.71126761],0.605042016806723,0.529411764705882,0.710084033613445,0.792227204783258,0.742296918767507,0.80532212885154,0.624,0.65,0.604661016949153,0.565891472868217,0.584,0.526513274336283,0.706881903143585,0.691029900332226,0.71031086853346
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.79166667 0.828125   0.84895833 0.83333333 0.83684211],0.579937304075235,0.54858934169279,0.818922305764411,0.988433228180862,0.981210855949895,0.988517745302714,0.625698324022346,0.682926829268293,0.576947285601888,0.617021276595745,0.716049382716049,0.545922780529999,0.828486646884273,0.867080745341615,0.818496124883197
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70,6, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.49295775 0.59859155 0.54225352 0.54929577 0.54929577],0.538135593220339,0.601694915254237,0.828257191201354,1,1,1,0.562248995983936,0.555555555555556,0.536868686868687,0.643939393939394,0.69672131147541,0.598360655737705,0.834014717906787,0.845771144278607,0.827894207717887
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdne,26,37,63,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.86979167 0.80208333 0.78947368 0.83157895 0.88947368],0.515723270440252,0.512578616352201,0.80062893081761,0.991561181434599,0.985324947589098,0.991614255765199,0.574585635359116,0.688741721854305,0.524011579490027,0.599483204134367,0.678362573099415,0.499045232127939,0.813199764289923,0.863579474342929,0.800310596842766
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.83854167 0.859375   0.82631579 0.84736842 0.85263158],0.591194968553459,0.537735849056604,0.807547169811321,0.969181721572795,0.955974842767296,0.969601677148847,0.601226993865031,0.616352201257862,0.591194968553459,0.566371681415929,0.611464968152866,0.538651738734818,0.809464508094645,0.819672131147541,0.807577596314046
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53645833 0.54166667 0.51041667 0.49473684 0.51578947],0.537735849056604,0.471698113207547,0.606155778894472,0.677018633540373,0.684100418410042,0.673640167364017,0.511627906976744,0.509933774834437,0.536404013165722,0.464968152866242,0.464968152866242,0.47161451121573,0.603415559772296,0.606870229007633,0.606164643039797
ensemble_model_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.92016807 0.8907563  0.8907563  0.90336134 0.91525424],0.569444444444444,0.541666666666667,0.823899371069182,0.986440677966102,0.97979797979798,0.986531986531986,0.637002341920375,0.747252747252747,0.567446598345475,0.609929078014184,0.724719101123595,0.543678231880479,0.83448275862069,0.887840670859539,0.823899371069182
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.63541667 0.64583333 0.61052632 0.61578947 0.62105263],0.60062893081761,0.534591194968553,0.788679245283019,0.936125654450262,0.937106918238994,0.936058700209644,0.625368731563422,0.623529411764706,0.598926868044515,0.54320987654321,0.567741935483871,0.535404710073224,0.792336217552534,0.799251870324189,0.788585326025039
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.5375     0.53333333 0.49579832 0.51260504 0.5210084 ],0.490196078431373,0.526610644257703,0.810272536687631,0.990825688073394,0.994974874371859,0.990787269681742,0.502732240437159,0.525714285714286,0.490879120879121,0.515759312320917,0.494505494505494,0.527252747252747,0.810867293625914,0.813417190775681,0.810272536687631
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.8125     0.77083333 0.79473684 0.74736842 0.78947368],0.537735849056604,0.525157232704403,0.810062893081761,0.9958071278826,0.9958071278826,0.9958071278826,0.573913043478261,0.630573248407643,0.538889108675871,0.559766763848397,0.6,0.524683544303797,0.816077953714982,0.843828715365239,0.810105312456489
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50833333 0.52521008 0.50420168 0.51260504 0.54201681],0.516759776536313,0.441340782122905,0.79769392033543,0.989066442388562,0.986577181208054,0.989093959731544,0.526027397260274,0.521739130434783,0.516616691654173,0.45054945054945,0.471264367816092,0.442153923038481,0.798748696558915,0.80293501048218,0.79769392033543
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdn,40,30,70,6, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.63380282 0.5915493  0.55633803 0.61971831 0.53521127],0.525423728813559,0.504237288135593,0.806260575296108,1,1,1,0.495495495495496,0.466101694915254,0.525423728813559,0.502127659574468,0.491666666666667,0.504454022988506,0.803770351328192,0.790893760539629,0.806312754633142
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.46875    0.53472222 0.5        0.55594406 0.52097902],0.527426160337553,0.447257383966245,0.512054507337526,0.585542168674699,0.677824267782427,0.520223152022315,0.572519083969466,0.681818181818182,0.537759484609878,0.513011152416357,0.543307086614173,0.439835361488905,0.575079872204473,0.660377358490566,0.512054507337526
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.56722689 0.51260504 0.5        0.55042017 0.55084746],0.525,0.497222222222222,0.812893081761006,0.995787700084246,0.994949494949495,0.995791245791246,0.523676880222841,0.556213017751479,0.52679760835218,0.509485094850948,0.492146596858639,0.497552588370148,0.813577023498694,0.816561844863732,0.812893081761006
ensemble_model_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.61888112 0.61188811 0.62937063 0.62587413 0.62676056],0.5,0.491666666666667,0.870020964360587,0.995810055865922,0.99859943977591,0.995798319327731,0.558823529411765,0.622950819672131,0.497916087802167,0.541353383458647,0.610169491525424,0.493609335926646,0.874111675126903,0.90251572327044,0.870020964360587
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.56944444 0.57746479 0.49295775 0.49295775 0.54929577],0.544303797468354,0.527426160337553,0.811129848229342,0.99438202247191,0.99438202247191,0.99438202247191,0.490566037735849,0.472727272727273,0.539513242662849,0.521367521367521,0.521367521367521,0.527350427350427,0.806563039723662,0.801029159519726,0.810962340953893
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.65972222 0.64084507 0.64788732 0.70422535 0.65492958],0.481012658227848,0.556962025316456,0.805227655986509,0.995804195804196,1,0.995786516853933,0.54275092936803,0.640350877192982,0.486842105263158,0.612546125461255,0.6484375,0.548989392201835,0.81593625498008,0.8561872909699,0.804794325757059
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdne,4,48,52,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.62237762 0.66433566 0.60839161 0.61538462 0.57394366],0.525,0.533333333333333,0.620020964360587,0.632818248712288,0.602240896358543,0.650560224089636,0.512820512820513,0.476190476190476,0.527568922305764,0.481481481481482,0.456140350877193,0.529657477025898,0.599226091763405,0.568134171907757,0.620020964360587
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.5979021  0.64335664 0.6048951  0.58041958 0.6056338 ],0.491666666666667,0.508333333333333,0.619496855345912,0.645772594752187,0.620448179271709,0.659663865546218,0.464912280701754,0.417322834645669,0.496272036791861,0.458715596330275,0.442477876106195,0.504703504982231,0.600660066006601,0.572327044025157,0.619496855345912
svm_model_N26_B37_E63_nb_zones_10_lab_svd,26,37,63,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.91176471 0.91176471 0.93697479 0.94117647 0.92016807],0.62116991643454,0.618384401114206,0.84538784067086,0.981574539363484,0.984873949579832,0.981512605042017,0.676190476190476,0.784530386740332,0.619793283257806,0.679156908665105,0.814606741573034,0.620010553106959,0.85546300832925,0.915094339622642,0.845387840670859
svm_model_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.95138889 0.9375     0.97183099 0.97183099 0.96478873],0.546218487394958,0.592436974789916,0.827731092436975,1,1,1,0.6,0.669421487603306,0.544112453203362,0.622568093385214,0.714285714285714,0.599206349206349,0.8348106365834,0.877966101694915,0.828149717514124
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.703125   0.66666667 0.63541667 0.58854167 0.63157895],0.520376175548589,0.517241379310345,0.74874686716792,0.902489626556017,0.908141962421712,0.90187891440501,0.514285714285714,0.476470588235294,0.523470193446506,0.496732026143791,0.531468531468531,0.518575174825175,0.747003154574132,0.747474747474748,0.748737373737374
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.47552448 0.44755245 0.48601399 0.47535211],0.545833333333333,0.529166666666667,0.536163522012579,0.613411078717201,0.736694677871149,0.535714285714286,0.612099644128114,0.761061946902655,0.557696327782036,0.622073578595318,0.732283464566929,0.516584210159571,0.61437908496732,0.738993710691824,0.536163522012579
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.77083333 0.76388889 0.70138889 0.75694444 0.74305556],0.525,0.554166666666667,0.813333333333333,0.99581589958159,0.991666666666667,0.995833333333333,0.574626865671642,0.620967741935484,0.521690767519466,0.599250936329588,0.720720720720721,0.565786716949508,0.821086261980831,0.863865546218487,0.813750954927425
ensemble_model_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.82291667 0.85416667 0.85789474 0.84736842 0.83157895],0.493710691823899,0.534591194968553,0.805660377358491,1,1,1,0.561307901907357,0.651898734177215,0.494699367088608,0.60427807486631,0.701863354037267,0.532460339439016,0.817699115044248,0.870603015075377,0.805578585623331
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.46853147 0.51048951 0.5        0.51398601 0.49647887],0.5375,0.516666666666667,0.881027253668763,1,1,1,0.550607287449393,0.56198347107438,0.537294256545593,0.528455284552846,0.546218487394958,0.516910896590041,0.881832378969287,0.887840670859539,0.881027253668763
ensemble_model_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.72222222 0.76041667 0.74125874 0.76573427 0.74475524],0.628691983122363,0.573839662447257,0.865303983228511,0.951977401129943,0.940027894002789,0.952580195258019,0.674074074074074,0.705426356589147,0.621231696813092,0.516746411483254,0.5,0.567829457364341,0.864379947229551,0.858490566037736,0.865303983228511
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66,8, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.578125   0.48947368 0.49473684 0.49473684 0.52105263],0.50788643533123,0.49211356466877,0.565573770491803,0.597402597402598,0.579831932773109,0.609243697478992,0.469387755102041,0.445161290322581,0.506531262445241,0.478964401294498,0.47741935483871,0.491796097172441,0.548788474132286,0.533078880407125,0.565289440203562
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.59722222 0.57638889 0.54861111 0.47916667 0.48591549],0.502092050209205,0.518828451882845,0.795986622073579,0.985955056179775,0.977715877437326,0.986072423398329,0.471111111111111,0.441666666666667,0.50234593837535,0.526748971193416,0.496124031007752,0.520789288231149,0.793220338983051,0.769736842105263,0.796433046902972
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.61979167 0.55789474 0.60526316 0.54736842],0.559748427672956,0.5,0.717610062893082,0.847250509164969,0.872117400419287,0.842767295597484,0.507042253521127,0.470588235294118,0.55650623885918,0.482084690553746,0.45398773006135,0.501187413417772,0.714558169103624,0.708701134930643,0.717587706737593
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.640625   0.63541667 0.58947368 0.6        0.61578947],0.613207547169811,0.635220125786163,0.823270440251572,0.955882352941176,0.953878406708595,0.955974842767296,0.585858585858586,0.561290322580645,0.611933504848605,0.630573248407643,0.630573248407643,0.635162400601337,0.820217530390275,0.812420785804816,0.823189169431747
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.54166667 0.54225352 0.61267606 0.6056338 ],0.525210084033613,0.508403361344538,0.800840336134454,0.990182328190743,0.988795518207283,0.990196078431373,0.484018264840183,0.464912280701754,0.522778720996038,0.548262548262548,0.559055118110236,0.504752784280343,0.801007556675063,0.797658862876254,0.800856458465154
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdn,8,46,54,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.57291667 0.48251748 0.48951049 0.52447552],0.518987341772152,0.464135021097046,0.519392033542977,0.521246458923513,0.513249651324965,0.528591352859135,0.512820512820513,0.5,0.519230769230769,0.459574468085106,0.461538461538462,0.464102564102564,0.512493354598618,0.505241090146751,0.519392033542977
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdn,32,34,66,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.54736842 0.52631579 0.55789474 0.63157895 0.62234043],0.493670886075949,0.493670886075949,0.743670886075949,0.911550468262227,0.924050632911392,0.910337552742616,0.520958083832335,0.550632911392405,0.493670886075949,0.515151515151515,0.54140127388535,0.493971077194247,0.750769230769231,0.773130544993663,0.743708129639689
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.48319328 0.54201681 0.46218487 0.48319328 0.53813559],0.525,0.527777777777778,0.818658280922432,0.9957805907173,0.993265993265993,0.995791245791246,0.521008403361345,0.525423728813559,0.525006946373993,0.53804347826087,0.540983606557377,0.527553950171344,0.818848167539267,0.819706498951782,0.818658280922432
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68881119 0.62237762 0.69230769 0.68531469 0.63636364],0.493723849372385,0.514644351464435,0.825995807127883,0.933051444679352,0.925874125874126,0.933566433566434,0.48068669527897,0.451612903225806,0.495371669004208,0.472727272727273,0.452173913043478,0.512377279102384,0.822649572649573,0.807127882599581,0.825995807127883
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86979167 0.82631579 0.82631579 0.85263158 0.84210526],0.564668769716088,0.511041009463722,0.812736443883985,0.995798319327731,0.995798319327731,0.995798319327731,0.61878453038674,0.682926829268293,0.56041766300016,0.573002754820937,0.670967741935484,0.514496216646754,0.822898032200358,0.867924528301887,0.81259690384753
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,708,236,236,0.6,0.2,0.2, [0.65492958 0.65492958 0.66197183 0.64084507 0.62142857],0.516949152542373,0.48728813559322,0.800847457627119,1,1,1,0.528925619834711,0.56140350877193,0.518406672418752,0.51792828685259,0.52,0.485225225225225,0.804329725228976,0.814502529510961,0.800777670206929
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.77777778 0.79861111 0.77464789 0.77464789 0.80985915],0.491596638655462,0.432773109243697,0.75546218487395,0.950773558368495,0.946778711484594,0.950980392156863,0.546816479400749,0.695238095238095,0.513032581453634,0.505494505494506,0.605263157894737,0.439728353140917,0.767386091127098,0.833333333333333,0.757871878393051
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.60416667 0.62847222 0.58741259 0.61888112 0.61188811],0.540084388185654,0.556962025316456,0.799266247379455,0.884008236101579,0.898186889818689,0.882147838214784,0.547717842323651,0.568965517241379,0.540681105728128,0.578313253012048,0.59504132231405,0.556141350812197,0.803287108371854,0.819706498951782,0.799266247379455
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.85416667 0.84375    0.81578947 0.81052632],0.540880503144654,0.537735849056604,0.813442211055276,0.9958071278826,0.993723849372385,0.99581589958159,0.611702127659574,0.751633986928105,0.548544266191325,0.608,0.730769230769231,0.541310541310541,0.825806451612903,0.894536213468869,0.81434885207605
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.51260504 0.5        0.47058824 0.49579832 0.50420168],0.52924791086351,0.495821727019499,0.816561844863732,1,1,1,0.53185595567867,0.533333333333333,0.529236499068901,0.509485094850948,0.525139664804469,0.495903165735568,0.817708333333333,0.822851153039832,0.816561844863732
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.60839161 0.67832168 0.61188811 0.61188811 0.59859155],0.429166666666667,0.329166666666667,0.603249475890985,0.664228237015362,0.635854341736695,0.678571428571429,0.421940928270042,0.403225806451613,0.430061179087875,0.309012875536481,0.310344827586207,0.328559510567297,0.587915078933043,0.566037735849057,0.603249475890985
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.5625     0.54166667 0.54210526 0.54736842 0.55263158],0.512578616352201,0.5,0.648427672955975,0.750254841997961,0.771488469601677,0.743186582809224,0.542772861356932,0.597402597402597,0.515164713335445,0.544412607449857,0.590062111801242,0.498852711951577,0.665068903535051,0.700757575757576,0.648624401913876
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83854167 0.875      0.890625   0.85416667 0.89473684],0.529780564263323,0.523510971786834,0.807017543859649,0.993723849372385,0.991649269311065,0.993736951983299,0.621212121212121,0.706896551724138,0.512068965517241,0.570621468926554,0.664473684210526,0.529841632524425,0.819460726846424,0.86832298136646,0.806475017864014
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.625      0.54861111 0.49305556 0.6056338  0.53521127],0.567226890756302,0.478991596638655,0.793624161073825,0.973574408901252,0.977653631284916,0.973463687150838,0.630824372759857,0.709677419354839,0.560979060554612,0.560283687943262,0.607692307692308,0.465883190883191,0.8078125,0.844771241830065,0.792213207121929
ensemble_model_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.9375     0.95138889 0.97183099 0.92253521 0.93661972],0.600840336134454,0.525210084033613,0.825210084033613,1,1,1,0.659498207885305,0.741935483870968,0.5946519524618,0.579925650557621,0.672413793103448,0.528829847371396,0.835182250396196,0.882747068676717,0.825016030122507
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83854167 0.74479167 0.74479167 0.80208333 0.80526316],0.467084639498433,0.463949843260188,0.753759398496241,0.94560669456067,0.943632567849687,0.945720250521921,0.525139664804469,0.598726114649682,0.469116143744594,0.515580736543909,0.579617834394904,0.465734843123378,0.764247150569886,0.80327868852459,0.754067737786579
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58, zones, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82773109 0.79831933 0.83193277 0.87815126 0.81932773],0.554317548746518,0.601671309192201,0.830712788259958,0.983108108108108,0.978151260504201,0.983193277310924,0.56043956043956,0.610778443113772,0.557993388223553,0.658711217183771,0.71875,0.592907934131736,0.835790543975597,0.861635220125786,0.830712788259958
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.55208333 0.61805556 0.59440559 0.58391608 0.61188811],0.607594936708861,0.620253164556962,0.814989517819707,0.883879781420765,0.902370990237099,0.881450488145049,0.617283950617284,0.595238095238095,0.608429858429858,0.598214285714286,0.603603603603604,0.619262119262119,0.817193164163646,0.827044025157233,0.814989517819706
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5625     0.55263158 0.54210526 0.46842105 0.56842105],0.485804416403786,0.514195583596215,0.525220680958386,0.546777546777547,0.552521008403361,0.542016806722689,0.498461538461538,0.496932515337423,0.485479244681699,0.52760736196319,0.547770700636943,0.514510350318471,0.533168009919405,0.540201005025126,0.525163793651803
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66,8, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.48947368 0.51052632 0.53157895 0.49473684 0.5       ],0.534810126582278,0.54746835443038,0.816455696202532,1,1,1,0.465454545454546,0.447552447552448,0.527244431868709,0.524916943521595,0.490683229813665,0.548567421358445,0.809711286089239,0.79305912596401,0.816105622832379
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.51260504 0.51260504 0.5        0.54621849 0.55084746],0.483333333333333,0.472222222222222,0.801362683438155,0.997472620050548,0.996632996632997,0.997474747474747,0.471590909090909,0.453551912568306,0.483838103176808,0.486486486486487,0.508474576271186,0.472816523108271,0.801466736511262,0.80188679245283,0.801362683438155
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.76666667 0.775      0.75630252 0.76890756 0.76470588],0.560224089635854,0.476190476190476,0.737945492662474,0.866894197952218,0.850921273031826,0.869346733668342,0.579088471849866,0.624277456647399,0.562138728323699,0.506596306068602,0.521739130434783,0.474742397587333,0.74012474012474,0.746331236897275,0.737945492662474
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.63380282 0.66197183 0.61971831 0.6971831  0.69014085],0.576271186440678,0.567796610169492,0.77072758037225,0.903765690376569,0.912676056338028,0.902816901408451,0.659863945578231,0.782258064516129,0.565236175115207,0.648275862068966,0.796610169491525,0.567796610169492,0.791698693312836,0.862646566164154,0.769784821543616
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.62587413 0.56643357 0.6048951  0.66433566 0.61267606],0.633333333333333,0.641666666666667,0.859014675052411,0.934256055363322,0.945378151260504,0.933473389355742,0.633333333333333,0.638655462184874,0.633377317869297,0.666666666666667,0.710743801652893,0.641086186540732,0.861554297478127,0.877358490566038,0.859014675052411
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdne,16,42,58,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.68067227 0.74789916 0.70168067 0.62605042 0.69915254],0.519444444444444,0.572222222222222,0.735324947589098,0.839928057553957,0.786195286195286,0.85016835016835,0.570719602977667,0.664739884393063,0.524883311180489,0.629807692307692,0.700534759358289,0.567030385459491,0.738477472812015,0.747379454926625,0.735324947589099
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70833333 0.6875     0.60416667 0.69014085 0.67605634],0.571428571428571,0.554621848739496,0.649328859060403,0.743276283618582,0.849162011173184,0.706703910614525,0.560344827586207,0.555555555555556,0.571166207529844,0.495238095238095,0.536082474226804,0.551729180375813,0.668253968253968,0.736013986013986,0.652684412361832
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.79583333 0.75833333 0.76890756 0.78151261 0.75630252],0.532212885154062,0.563025210084034,0.764675052410902,0.893039049235993,0.88107202680067,0.894472361809045,0.59367396593674,0.677777777777778,0.530979284369115,0.602040816326531,0.666666666666667,0.563888888888889,0.773346794548208,0.80293501048218,0.764675052410901
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.9375     0.90972222 0.91666667 0.875      0.92361111],0.541666666666667,0.516666666666667,0.8,0.980281690140845,0.966666666666667,0.980555555555556,0.595588235294118,0.653225806451613,0.537819799777531,0.543307086614173,0.616071428571429,0.522879464285714,0.805825242718446,0.835570469798658,0.800235566025157
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.54545455 0.52797203 0.48601399 0.53146853 0.48239437],0.5125,0.491666666666667,0.609538784067086,0.615501519756839,0.567226890756302,0.645658263305322,0.440191387559809,0.407079646017699,0.506689429308062,0.474137931034483,0.433070866141732,0.495296495017769,0.575981787137166,0.530398322851153,0.609538784067086
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdne,4,48,52,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.69791667 0.71180556 0.64685315 0.7027972  0.67832168],0.578059071729958,0.607594936708861,0.894654088050314,0.994413407821229,0.99302649930265,0.99442119944212,0.612403100775194,0.632,0.574928571428571,0.623481781376518,0.6875,0.61175,0.89623128549303,0.909853249475891,0.894654088050314
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdne,40,30,70,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.88194444 0.84027778 0.88888889 0.8028169  0.83098592],0.466386554621849,0.495798319327731,0.786912751677852,0.99023709902371,0.991620111731844,0.990223463687151,0.49402390438247,0.525423728813559,0.466878531073446,0.534883720930232,0.565573770491803,0.493993781797626,0.792822185970636,0.812709030100334,0.786825895521548
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67013889 0.67832168 0.66433566 0.6048951  0.68881119],0.516806722689076,0.525210084033613,0.864255765199161,0.978276103714085,0.974860335195531,0.978351955307262,0.587813620071685,0.635658914728682,0.505902851859754,0.567049808429119,0.678899082568807,0.537123959889055,0.868327402135231,0.895178197064989,0.864255765199161
ensemble_model_N26_B37_E63_nb_zones_10_lab_svd,26,37,63,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.92083333 0.92916667 0.93697479 0.93697479 0.91596639],0.585434173669468,0.661064425770308,0.859014675052411,1,1,1,0.662100456621005,0.828571428571429,0.59010989010989,0.728089887640449,0.89010989010989,0.656483516483516,0.870486278285989,0.947589098532495,0.859014675052411
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83802817 0.78169014 0.76056338 0.76056338 0.78873239],0.529661016949153,0.597457627118644,0.818950930626058,0.988700564971751,0.985915492957746,0.988732394366197,0.568093385214008,0.629310344827586,0.53132183908046,0.624505928853755,0.68695652173913,0.599676607977003,0.824302134646962,0.856655290102389,0.819267242366631
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.80985915 0.8028169  0.85211268 0.82394366 0.83802817],0.555084745762712,0.5,0.802876480541455,0.985875706214689,0.983098591549296,0.985915492957746,0.668769716088328,0.809160305343511,0.523627771719375,0.590277777777778,0.787037037037037,0.522424768518519,0.822543792840822,0.909090909090909,0.802334570191713
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70, zones, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.95833333 0.97222222 0.95138889 0.96527778 0.94366197],0.677824267782427,0.564853556485356,0.847826086956522,0.99860529986053,0.997214484679666,0.998607242339833,0.711610486891386,0.811965811965812,0.680573069917332,0.631205673758865,0.723577235772358,0.560064479955144,0.856240126382307,0.904841402337229,0.847730583915683
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.83333333 0.82291667 0.81578947 0.82105263 0.83684211],0.477987421383648,0.509433962264151,0.79748427672956,1,1,1,0.531073446327684,0.635135135135135,0.488155802861685,0.589473684210526,0.746666666666667,0.522142857142857,0.809241706161137,0.881290322580645,0.799540866811795
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.62105263 0.66842105 0.66842105 0.62105263],0.598101265822785,0.569620253164557,0.765486725663717,0.883620689655172,0.863157894736842,0.886315789473684,0.634005763688761,0.6875,0.596955128205128,0.611428571428571,0.66875,0.568349358974359,0.771692307692308,0.788679245283019,0.765368847546211
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52083333 0.48951049 0.48601399 0.48951049 0.47552448],0.491596638655462,0.516806722689076,0.876310272536688,1,1,1,0.466960352422908,0.434426229508197,0.493075183719616,0.506437768240343,0.508620689655172,0.516605426794799,0.875264270613108,0.867924528301887,0.876310272536688
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.484375   0.39583333 0.50520833 0.47916667 0.50526316],0.54858934169279,0.554858934169279,0.820802005012531,1,1,1,0.593220338983051,0.636363636363636,0.545454545454545,0.587209302325582,0.623456790123457,0.553766611622238,0.827294685990338,0.849875930521092,0.82050758551371
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.77622378 0.75174825 0.77972028 0.7972028  0.7972028 ],0.506276150627615,0.523012552301255,0.838050314465409,0.945888966971188,0.941258741258741,0.946153846153846,0.598639455782313,0.692913385826772,0.493778121484814,0.589928057553957,0.732142857142857,0.535362767154106,0.845112781954887,0.883647798742138,0.838050314465409
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54, zones, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.62152778 0.61111111 0.54895105 0.62587413 0.62237762],0.468354430379747,0.493670886075949,0.853249475890985,0.976256983240224,0.97489539748954,0.97629009762901,0.4375,0.426086956521739,0.467141838916607,0.51219512195122,0.516393442622951,0.492979330007128,0.852786540483701,0.850104821802935,0.853249475890985
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.51041667 0.55208333 0.546875   0.52083333 0.56842105],0.570532915360501,0.570532915360501,0.828320802005013,1,1,1,0.559485530546624,0.58,0.571065088757397,0.55663430420712,0.544303797468354,0.57028854469691,0.826362484157161,0.8284625158831,0.828322728893343
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.65833333 0.62083333 0.63333333 0.6512605 ],0.523943661971831,0.588732394366197,0.642033542976939,0.688135593220339,0.67779632721202,0.692821368948247,0.539509536784741,0.55,0.523571428571429,0.589887640449438,0.6,0.588888888888889,0.641093011035208,0.639412997903564,0.642033542976939
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdn,32,34,66,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.56842105 0.64736842 0.56315789 0.60526316 0.63829787],0.493670886075949,0.493670886075949,0.79746835443038,1,1,1,0.53757225433526,0.540697674418605,0.489098837209302,0.493670886075949,0.513157894736842,0.494383825417201,0.801242236024845,0.808270676691729,0.797357844739727
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.68531469 0.66083916 0.63636364 0.63636364 0.59507042],0.458333333333333,0.4875,0.644654088050314,0.701335207308503,0.698879551820728,0.702380952380952,0.496124031007752,0.556521739130435,0.462260869565217,0.539325842696629,0.576,0.483652173913043,0.651950718685832,0.665618448637317,0.644654088050314
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.68309859 0.6056338  0.72535211 0.73943662 0.66901408],0.593220338983051,0.584745762711864,0.785109983079526,0.916897506925208,0.932394366197183,0.915492957746479,0.616,0.652542372881356,0.593220338983051,0.608,0.612903225806452,0.58323732718894,0.792144026186579,0.8107202680067,0.78484731349053
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.63333333 0.62916667 0.6625     0.65833333 0.6512605 ],0.445070422535211,0.552112676056338,0.615303983228512,0.664893617021277,0.626043405676127,0.684474123539232,0.457300275482094,0.479768786127168,0.44592834910754,0.566757493188011,0.571428571428571,0.551610239471511,0.604951560818084,0.589098532494759,0.615303983228512
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.86111111 0.90972222 0.84507042 0.87323944 0.85915493],0.504201680672269,0.508403361344538,0.801680672268908,0.99859747545582,0.997198879551821,0.99859943977591,0.553030303030303,0.574803149606299,0.499113286514861,0.506329113924051,0.526315789473684,0.509125636672326,0.805601317957166,0.817725752508361,0.801599362740667
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.58333333 0.5        0.5625     0.55208333 0.58854167],0.50625,0.528125,0.806875,1,1,1,0.515337423312883,0.521739130434783,0.506152584085316,0.53822629969419,0.560509554140127,0.528721034738775,0.808431494110353,0.817042606516291,0.806900355627223
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.84033613 0.81932773 0.86134454 0.87394958 0.82627119],0.530555555555556,0.541666666666667,0.813941299790356,0.982218458933107,0.976430976430976,0.982323232323232,0.607888631090487,0.775147928994083,0.544642027324267,0.643628509719223,0.780104712041885,0.526147030577155,0.828915662650602,0.90146750524109,0.813941299790356
svm_model_N4_B98_E102_nb_zones_4_lab_svd,4,98,102,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.67708333 0.68085106 0.75531915 0.65957447],0.683544303797468,0.708860759493671,0.736708860759494,0.755458515283843,0.729957805907173,0.763713080168776,0.675324675324675,0.658227848101266,0.683544303797468,0.701298701298701,0.72,0.709397590361446,0.72845953002611,0.713554987212276,0.736476741726439
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.59090909 0.65034965 0.65034965 0.6993007  0.67605634],0.566666666666667,0.4625,0.863731656184486,0.980972515856237,0.974789915966386,0.98109243697479,0.609022556390977,0.623076923076923,0.561538461538462,0.51685393258427,0.627272727272727,0.475174825174825,0.866803278688525,0.886792452830189,0.863731656184486
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svd,26,37,63,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.88655462 0.85714286 0.81932773 0.84453782 0.81092437],0.543175487465181,0.523676880222841,0.824423480083857,1,1,1,0.651063829787234,0.796875,0.524186002994012,0.612244897959184,0.808383233532934,0.5422124500998,0.840552118039029,0.925576519916142,0.824423480083857
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.88235294 0.84033613 0.85294118 0.81932773 0.86554622],0.520891364902507,0.54874651810585,0.809748427672956,0.975277067348678,0.961344537815126,0.97563025210084,0.540106951871658,0.587209302325581,0.523551175226962,0.569148936170213,0.572192513368984,0.547724163661236,0.811232449297972,0.817610062893082,0.809748427672956
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdne,40,30,70,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.81944444 0.875      0.875      0.82638889 0.89583333],0.525,0.570833333333333,0.819166666666667,1,1,1,0.540322580645161,0.587719298245614,0.527986633249791,0.592885375494071,0.625,0.570833333333333,0.822276822276822,0.845117845117845,0.819423609027569
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.84722222 0.86111111 0.79166667 0.84027778 0.82394366],0.518828451882845,0.531380753138075,0.79933110367893,0.981818181818182,0.977715877437326,0.981894150417827,0.581818181818182,0.634920634920635,0.512150582947043,0.582089552238806,0.639344262295082,0.52907384054925,0.809220985691574,0.838550247116969,0.798731829840318
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54,12, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.52777778 0.50347222 0.49300699 0.5       ],0.478813559322034,0.449152542372881,0.867400419287212,1,1,1,0.525096525096525,0.53125,0.473958333333333,0.467213114754098,0.527777777777778,0.455295138888889,0.869520371325426,0.883647798742138,0.867400419287212
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8943662  0.88028169 0.88732394 0.91549296 0.87323944],0.495762711864407,0.504237288135593,0.799492385786802,0.9985935302391,1,0.998591549295774,0.599326599326599,0.787610619469027,0.507626447945895,0.628571428571429,0.7734375,0.479311342592593,0.820861678004535,0.911073825503356,0.798540325720961
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.50520833 0.52604167 0.5        0.52604167 0.57894737],0.460815047021944,0.526645768025078,0.791353383458647,0.989495798319327,0.98329853862213,0.989561586638831,0.4625,0.45679012345679,0.460879138161516,0.504918032786885,0.469512195121951,0.52830448465775,0.788839568801522,0.772670807453416,0.791518715989666
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.46354167 0.515625   0.484375   0.5        0.49473684],0.498432601880878,0.495297805642633,0.798872180451128,1,1,1,0.50920245398773,0.51875,0.498368710691824,0.495297805642633,0.49685534591195,0.495302672955975,0.799750467872739,0.803258145363409,0.798872180451128
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.77083333 0.76890756 0.76470588 0.71848739 0.80672269],0.516759776536313,0.572625698324022,0.813941299790356,0.975650713685978,0.974832214765101,0.975671140939597,0.566416040100251,0.668639053254438,0.524795717103409,0.596306068601583,0.597883597883598,0.571131148054225,0.819705434230574,0.845911949685535,0.813941299790356
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70,8, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.71354167 0.734375   0.68229167 0.67368421 0.67368421],0.562893081761006,0.50314465408805,0.664572864321608,0.743783783783784,0.719665271966527,0.752092050209205,0.566978193146417,0.541666666666667,0.564166666666667,0.493589743589744,0.513333333333333,0.503690476190476,0.657252888318357,0.64321608040201,0.664572864321608
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.51260504 0.54201681 0.51260504 0.53781513],0.519553072625698,0.516759776536313,0.813941299790356,0.991624790619765,0.993288590604027,0.991610738255034,0.494117647058823,0.485549132947977,0.518450242149664,0.518105849582173,0.502702702702703,0.517247305108577,0.812466983623878,0.806079664570231,0.813941299790356
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.725      0.75833333 0.69327731 0.78571429 0.75630252],0.50140056022409,0.504201680672269,0.759958071278826,0.912933220625528,0.904522613065327,0.913735343383584,0.543589743589744,0.598870056497175,0.502212806026365,0.556390977443609,0.616666666666667,0.503248587570621,0.767748478701826,0.793501048218029,0.759958071278826
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.66386555 0.68487395 0.68067227 0.67647059 0.63135593],0.594444444444444,0.538888888888889,0.690251572327044,0.757602085143354,0.734006734006734,0.765151515151515,0.623711340206186,0.68361581920904,0.595906270260258,0.572164948453608,0.60655737704918,0.537741965360748,0.69330565646082,0.70020964360587,0.690251572327044
ensemble_model_N4_B98_E102_nb_zones_4_lab_svd,4,98,102,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.70833333 0.78125    0.72916667 0.80208333],0.64375,0.63125,0.795,0.899159663865546,0.891666666666667,0.9,0.654545454545455,0.683544303797468,0.644241287701203,0.650887573964497,0.679012345679012,0.630645413345835,0.797530864197531,0.8075,0.795
svm_model_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.88020833 0.91666667 0.91666667 0.94736842 0.90526316],0.644654088050314,0.575471698113208,0.834798994974874,0.984293193717277,0.98326359832636,0.984309623430962,0.629508196721311,0.623376623376623,0.644005384859043,0.589665653495441,0.625806451612903,0.576706906788047,0.834487098804279,0.842439644218551,0.834884418382568
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdne,16,42,58,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.8697479  0.79411765 0.78151261 0.7605042  0.79831933],0.562674094707521,0.54874651810585,0.828616352201258,0.993243243243243,0.988235294117647,0.99327731092437,0.583554376657825,0.607734806629834,0.562294369607052,0.582474226804124,0.634831460674157,0.549459929232106,0.832221652129297,0.850104821802935,0.828616352201258
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdn,8,46,54,12, low_bits_4_shifted_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48958333 0.51048951 0.53846154 0.44405594 0.52447552],0.508403361344538,0.521008403361345,0.878930817610063,1,1,1,0.493506493506494,0.508928571428571,0.50843253968254,0.525,0.5,0.522321428571429,0.878612716763006,0.876310272536688,0.878930817610063
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.81512605 0.79411765 0.73529412 0.79411765 0.76694915],0.5,0.511111111111111,0.79559748427673,0.971039182282794,0.95959595959596,0.971380471380471,0.488636363636364,0.480446927374302,0.499891971974444,0.529411764705882,0.546961325966851,0.510910830581191,0.794736842105263,0.791404612159329,0.79559748427673
svm_model_N16_B42_E58_nb_zones_12_lab_svd,16,42,58,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.88811189 0.91608392 0.92657343 0.90909091 0.92605634],0.575,0.545833333333333,0.889412997903564,1,1,1,0.635714285714286,0.741666666666667,0.575,0.625429553264605,0.758333333333333,0.545833333333333,0.894447223611806,0.937106918238994,0.889412997903564
svm_model_N40_B30_E70_nb_zones_8_lab_svd,40,30,70,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.95789474 0.96842105 0.95263158 0.94210526 0.96808511],0.550632911392405,0.594936708860759,0.829113924050633,1,1,1,0.603351955307262,0.683544303797468,0.550632911392405,0.648351648351648,0.786666666666667,0.604176706827309,0.838323353293413,0.895140664961637,0.829775846265279
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.5        0.56293706 0.57342657 0.51056338],0.4875,0.491666666666667,0.865828092243187,0.992269852424455,0.988795518207283,0.992296918767507,0.476595744680851,0.451612903225806,0.488737486095662,0.450450450450451,0.431034482758621,0.489710789766407,0.863829787234043,0.851153039832285,0.865828092243187
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.46503497 0.50699301 0.48251748 0.48251748 0.49295775],0.495833333333333,0.470833333333333,0.509958071278826,0.423173803526448,0.352941176470588,0.51890756302521,0.409756097560976,0.365217391304348,0.490608695652174,0.409302325581395,0.352,0.476,0.419615145872129,0.354297693920335,0.509958071278826
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.48611111 0.5625     0.54545455 0.49300699 0.52447552],0.485232067510549,0.535864978902954,0.70335429769392,0.772479564032698,0.790794979079498,0.767085076708508,0.5,0.5,0.484782608695652,0.545454545454546,0.573913043478261,0.53695652173913,0.710337768679632,0.727463312368973,0.70335429769392
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svd,4,98,102, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.71875    0.63541667 0.69791667 0.67708333],0.575,0.6875,0.79625,0.904862579281184,0.891666666666667,0.90625,0.575,0.621621621621622,0.578252671275927,0.695121951219512,0.7125,0.6875,0.795483061480552,0.804568527918782,0.79637293391013
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.89583333 0.92361111 0.88888889 0.85915493 0.84507042],0.550420168067227,0.504201680672269,0.802013422818792,0.984528832630098,0.977653631284916,0.98463687150838,0.63481228668942,0.781512605042017,0.550420168067227,0.593103448275862,0.754385964912281,0.514289756649689,0.817619783616692,0.895093062605753,0.802787795861945
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.70833333 0.66666667 0.70422535 0.77464789 0.6971831 ],0.634453781512605,0.567226890756302,0.771428571428571,0.884180790960452,0.876750700280112,0.88515406162465,0.602739726027397,0.568965517241379,0.632843414358395,0.55793991416309,0.537190082644628,0.567740340467613,0.76551724137931,0.747474747474748,0.771388380448783
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,1428,476,476,0.6,0.2,0.2, [0.63286713 0.68181818 0.65734266 0.68881119 0.67253521],0.5375,0.575,0.851153039832285,0.949894142554693,0.942577030812325,0.950280112044818,0.590405904059041,0.683760683760684,0.54106733375026,0.604651162790698,0.634146341463415,0.573483427141964,0.854059609455293,0.871069182389937,0.851153039832285
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68055556 0.67832168 0.67482517 0.61538462 0.63286713],0.584033613445378,0.491596638655462,0.860062893081761,0.966971187631764,0.960893854748603,0.967178770949721,0.645161290322581,0.769230769230769,0.58709472345836,0.581314878892734,0.694214876033058,0.48813307904217,0.865896534404822,0.90356394129979,0.860062893081761
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svd,26,37,63, zones, lab, svd,1200,400,400,0.6,0.2,0.2, [0.96666667 0.9125     0.925      0.925      0.92916667],0.564971751412429,0.615819209039548,0.848008385744235,1,1,1,0.624390243902439,0.8,0.585567010309278,0.705627705627706,0.84020618556701,0.591978092783505,0.86003861003861,0.933962264150943,0.848008385744235
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.91666667 0.90972222 0.90277778 0.9084507  0.93661972],0.53781512605042,0.630252100840336,0.833892617449664,1,1,1,0.556451612903226,0.6,0.539837398373984,0.620689655172414,0.648648648648649,0.631410938497553,0.834448160535117,0.854452054794521,0.834298395818313
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.85416667 0.86805556 0.9084507  0.88028169 0.88732394],0.588235294117647,0.504201680672269,0.818487394957983,1,1,1,0.654929577464789,0.768595041322314,0.585152221515858,0.593103448275862,0.710743801652893,0.500671046125591,0.832298136645962,0.894824707846411,0.817970729557723
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svd,4,98,102,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.80208333 0.79787234 0.82978723 0.73404255],0.550632911392405,0.60126582278481,0.751898734177215,0.863436123348018,0.827004219409283,0.869198312236287,0.598870056497175,0.588888888888889,0.544444444444444,0.608695652173913,0.710144927536232,0.613499430060251,0.752525252525252,0.752525252525252,0.751897144029124
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102,4, low_bits_6, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.625      0.63829787 0.67021277 0.74468085 0.60638298],0.509554140127389,0.56687898089172,0.673027989821883,0.754385964912281,0.728813559322034,0.76271186440678,0.533333333333333,0.556962025316456,0.509250243427459,0.590361445783132,0.590361445783132,0.565450993161837,0.673443456162643,0.665829145728643,0.673120758431332
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.52604167 0.49479167 0.53645833 0.50520833 0.52604167],0.509375,0.553125,0.80875,0.993775933609958,0.997916666666667,0.99375,0.516923076923077,0.531645569620253,0.509649945303954,0.528052805280528,0.575539568345324,0.555725585277634,0.807788944723618,0.827541827541828,0.809275166504814
svm_model_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.58333333 0.5625     0.59574468 0.54255319],0.411392405063291,0.531645569620253,0.647727272727273,0.76271186440678,0.756302521008403,0.764705882352941,0.415094339622641,0.392857142857143,0.412644787644788,0.531645569620253,0.506024096385542,0.533012048192771,0.64638783269962,0.62962962962963,0.648148148148148
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.61979167 0.51041667 0.55729167 0.51041667 0.56770833],0.5125,0.50625,0.796875,0.988553590010406,0.989583333333333,0.988541666666667,0.546511627906977,0.573170731707317,0.510944340212633,0.532544378698225,0.552147239263804,0.505372982689227,0.80219111381619,0.816604708798017,0.796700841158151
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53645833 0.58854167 0.55729167 0.60416667 0.48947368],0.529780564263323,0.539184952978056,0.81265664160401,0.997907949790795,0.995824634655532,0.997912317327766,0.528301886792453,0.51219512195122,0.530291109362707,0.566371681415929,0.644295302013423,0.545677062771417,0.814631122132672,0.829545454545455,0.812782677521483
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.60833333 0.62083333 0.65       0.61344538 0.62605042],0.665730337078652,0.592696629213483,0.668763102725367,0.689189189189189,0.682274247491639,0.692307692307692,0.695652173913043,0.764044943820225,0.665730337078652,0.636591478696742,0.713483146067416,0.592696629213483,0.67983789260385,0.70335429769392,0.668763102725367
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.58041958 0.51398601 0.52447552 0.61538462 0.58450704],0.658333333333333,0.616666666666667,0.833857442348008,0.901038062283737,0.911764705882353,0.899859943977591,0.682170542635659,0.6875,0.65625,0.596491228070175,0.607142857142857,0.616071428571429,0.835836354220611,0.845911949685535,0.833857442348008
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.62937063 0.63986014 0.64335664 0.65140845],0.533333333333333,0.566666666666667,0.844339622641509,0.943632567849687,0.949579831932773,0.94327731092437,0.476635514018692,0.472222222222222,0.527777777777778,0.543859649122807,0.46969696969697,0.577441077441077,0.841937200638638,0.829140461215933,0.844339622641509
svm_model_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.82638889 0.85416667 0.84615385 0.82517483 0.7972028 ],0.607594936708861,0.586497890295359,0.822327044025157,0.895627644569817,0.885634588563459,0.896792189679219,0.579185520361991,0.592592592592593,0.606373815676141,0.59504132231405,0.558139534883721,0.589254952627046,0.819776714513557,0.808176100628931,0.822327044025157
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svd,4,98,102,4, low_bits_4_shifted_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.74468085 0.76595745 0.76595745 0.77659574 0.73404255],0.532051282051282,0.58974358974359,0.765984654731458,0.900862068965517,0.88936170212766,0.902127659574468,0.578034682080925,0.666666666666667,0.537037037037037,0.652173913043478,0.759493670886076,0.587539043235246,0.777101096224117,0.820051413881748,0.766259803632986
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.6        0.52631579 0.58947368 0.50526316 0.51578947],0.506329113924051,0.506329113924051,0.790139064475348,0.979166666666667,0.989473684210526,0.978947368421053,0.543859649122807,0.567073170731707,0.503931322207959,0.538461538461538,0.590909090909091,0.508417508417508,0.797560975609756,0.824716267339218,0.790051416305858
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.859375   0.83333333 0.79473684 0.76842105 0.77894737],0.528301886792453,0.566037735849057,0.818867924528302,1,1,1,0.603174603174603,0.708074534161491,0.526011789373739,0.629032258064516,0.726708074534162,0.56399097994224,0.830985915492958,0.886107634543179,0.818527900710274
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.80208333 0.70833333 0.72916667 0.78125   ],0.63125,0.5875,0.8125,0.94692144373673,0.929166666666667,0.947916666666667,0.666666666666667,0.686046511627907,0.626807039597737,0.629213483146067,0.674698795180723,0.584102644343608,0.818401937046005,0.82640586797066,0.812179916082517
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.60416667 0.6375     0.6375     0.63445378 0.64285714],0.629213483146067,0.589887640449438,0.79874213836478,0.910774410774411,0.904682274247492,0.911371237458194,0.68421052631579,0.74869109947644,0.619800095192765,0.592178770949721,0.642424242424242,0.593463430112645,0.804480651731161,0.828092243186583,0.79874213836478
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.68333333 0.6625     0.6092437  0.63865546 0.6512605 ],0.509803921568627,0.549019607843137,0.764675052410902,0.907148726376335,0.92462311557789,0.90536013400335,0.520547945205479,0.516304347826087,0.509597260618246,0.563685636856369,0.601156069364162,0.550578034682081,0.769861609431061,0.787211740041929,0.764675052410902
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.61979167 0.61458333 0.64210526 0.68947368 0.61578947],0.556603773584906,0.591194968553459,0.649056603773585,0.723240115718419,0.786163522012579,0.69916142557652,0.591304347826087,0.633540372670807,0.555623689520117,0.632768361581921,0.666666666666667,0.586666666666667,0.678571428571429,0.730769230769231,0.647910125588697
ensemble_model_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.42708333 0.38541667 0.41666667 0.53191489 0.44680851],0.544303797468354,0.525316455696203,0.814393939393939,1,1,1,0.492957746478873,0.4375,0.545673076923077,0.468085106382979,0.397590361445783,0.532128514056225,0.806324110671937,0.763092269326683,0.815049970980477
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.85714286 0.88235294 0.8487395  0.84453782 0.85169492],0.566666666666667,0.572222222222222,0.836477987421384,0.99831365935919,0.996632996632997,0.998316498316498,0.608040201005025,0.715976331360947,0.575265652591468,0.63849765258216,0.712041884816754,0.563121534124353,0.844776119402985,0.889937106918239,0.836477987421384
ensemble_model_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.94270833 0.93229167 0.92105263 0.92105263 0.91052632],0.625786163522013,0.559748427672956,0.836477987421384,0.998952879581152,1,0.99895178197065,0.697201017811705,0.748633879781421,0.60394656952034,0.608938547486033,0.707792207792208,0.56426195755464,0.847596717467761,0.888206388206388,0.835211441525874
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.72222222 0.67361111 0.69230769 0.65384615 0.67832168],0.413502109704641,0.510548523206751,0.824947589098533,0.944561403508772,0.938633193863319,0.944909344490934,0.42798353909465,0.426229508196721,0.413114754098361,0.520661157024793,0.547826086956522,0.511617961511048,0.825130890052356,0.825995807127883,0.824947589098533
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.45833333 0.48951049 0.48951049 0.48601399 0.46853147],0.483193277310924,0.474789915966386,0.870020964360587,1,1,1,0.50996015936255,0.551724137931034,0.48487846240814,0.439461883408072,0.401639344262295,0.476681741096665,0.869884575026233,0.868972746331237,0.870020964360587
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svd,26,37,63,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9        0.8697479  0.86134454 0.89495798 0.89915966],0.564245810055866,0.578212290502793,0.832809224318658,0.989915966386554,0.988255033557047,0.98993288590604,0.604060913705584,0.646739130434783,0.561875312343828,0.621553884711779,0.71264367816092,0.581865317341329,0.839132627332325,0.872117400419287,0.832809224318658
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.48601399 0.5034965  0.52097902 0.52112676],0.491666666666667,0.491666666666667,0.864255765199161,0.989532449406839,0.992997198879552,0.989495798319328,0.504065040650406,0.52991452991453,0.492599541380029,0.478632478632479,0.455284552845528,0.492599541380029,0.864610559330894,0.866876310272536,0.864255765199161
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,480,160,160,0.6,0.2,0.2, [0.65625    0.73958333 0.65625    0.71875    0.76041667],0.48125,0.59375,0.76875,0.922105263157895,0.9125,0.922916666666667,0.525714285714286,0.567901234567901,0.48015314892952,0.659685863874346,0.692307692307692,0.578037904124861,0.780023781212842,0.796116504854369,0.767903613251927
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63,10, low_bits_5, svd,1200,400,400,0.6,0.2,0.2, [0.82916667 0.84166667 0.7875     0.8125     0.77083333],0.511299435028249,0.485875706214689,0.813941299790356,1,1,1,0.596736596736597,0.688172043010753,0.501824116743472,0.5625,0.696428571428571,0.496063748079877,0.82640586797066,0.885744234800839,0.813941299790356
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.64736842 0.65263158 0.68421053 0.68421053 0.66489362],0.575949367088608,0.531645569620253,0.766455696202532,0.908900523560209,0.915611814345992,0.908227848101266,0.61046511627907,0.636363636363636,0.573148705599037,0.5375,0.589041095890411,0.535697018533441,0.772081531809759,0.796178343949045,0.766642631094019
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.65625    0.73958333 0.73958333 0.76595745],0.50314465408805,0.490566037735849,0.741206030150754,0.90295358649789,0.895397489539749,0.903765690376569,0.47682119205298,0.507042253521127,0.503521126760563,0.531791907514451,0.560975609756098,0.488280012670257,0.741854636591479,0.755102040816326,0.741412406546777
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.50526316 0.55263158 0.53684211 0.54210526 0.46276596],0.522151898734177,0.506329113924051,0.80126582278481,0.992623814541623,0.993670886075949,0.992616033755274,0.50814332247557,0.503225806451613,0.521799238629533,0.509433962264151,0.515923566878981,0.506389456395465,0.800508259212198,0.801526717557252,0.801267137116157
ensemble_model_N40_B30_E70_nb_zones_8_lab_svd,40,30,70,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.97395833 0.91666667 0.92631579 0.92105263 0.95263158],0.622641509433962,0.534591194968553,0.831446540880503,1,1,1,0.68586387434555,0.784431137724551,0.614069873498037,0.6,0.707006369426751,0.536732998377972,0.842907385697538,0.897627965043695,0.830943260088388
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.86554622 0.81932773 0.80672269 0.78571429 0.79237288],0.5,0.466666666666667,0.786687631027254,0.970364098221846,0.964646464646465,0.97053872053872,0.508196721311475,0.505434782608696,0.499876482213439,0.483870967741935,0.511363636363636,0.467638339920949,0.787910369984367,0.792452830188679,0.786687631027254
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6512605  0.63445378 0.67647059 0.64705882 0.72689076],0.576601671309192,0.587743732590529,0.636268343815514,0.651943462897527,0.620168067226891,0.66890756302521,0.544910179640719,0.532163742690059,0.574592509642902,0.55688622754491,0.49468085106383,0.592369665297997,0.614444444444444,0.579664570230608,0.636268343815514
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.78333333 0.76666667 0.71666667 0.75833333 0.71848739],0.43943661971831,0.430985915492958,0.7520964360587,0.939495798319328,0.93322203672788,0.939899833055092,0.493638676844784,0.557471264367816,0.441719057598273,0.509708737864078,0.580110497237569,0.427986283101543,0.762907268170426,0.79769392033543,0.7520964360587
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.71875    0.76041667 0.77083333 0.72916667],0.5375,0.51875,0.72125,0.850622406639004,0.854166666666667,0.85,0.610526315789474,0.773333333333333,0.551372549019608,0.588235294117647,0.69620253164557,0.520940771995624,0.740395809080326,0.807106598984772,0.722518816733765
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.41666667 0.40625    0.54255319 0.44680851 0.36170213],0.525316455696203,0.474683544303798,0.791139240506329,0.985263157894737,0.987341772151899,0.985232067510548,0.516129032258065,0.540540540540541,0.526222651222651,0.496969696969697,0.488095238095238,0.473777348777349,0.792452830188679,0.79746835443038,0.791139240506329
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.91052632 0.93157895 0.92105263 0.91578947 0.90957447],0.477848101265823,0.613924050632911,0.817721518987342,0.998944033790919,0.99789029535865,0.998945147679325,0.598540145985402,0.825503355704698,0.49658401318169,0.710900473933649,0.882352941176471,0.591861402095085,0.838202247191011,0.940731399747793,0.817252612199182
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,1188,396,396,0.6,0.2,0.2, [0.79831933 0.81932773 0.78151261 0.8487395  0.82627119],0.575,0.522222222222222,0.821278825995807,0.986440677966102,0.97979797979798,0.986531986531986,0.620347394540943,0.706214689265537,0.577151060479763,0.594339622641509,0.688524590163934,0.51940353801982,0.830094668659691,0.873165618448637,0.821278825995807
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.8125     0.77731092 0.76470588 0.81932773 0.78991597],0.622905027932961,0.589385474860335,0.829140461215933,0.963272120200334,0.968120805369128,0.963087248322148,0.64,0.670391061452514,0.622905027932961,0.622107969151671,0.675977653631285,0.589385474860335,0.833843017329256,0.857442348008386,0.829140461215933
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.7394958  0.74789916 0.75210084 0.76470588 0.76694915],0.6,0.577777777777778,0.792452830188679,0.917081260364842,0.930976430976431,0.915824915824916,0.636363636363636,0.67379679144385,0.597014002658341,0.6,0.658959537572254,0.580816667181849,0.800201816347124,0.831236897274633,0.792452830188679
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdn,4,98,102,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.48958333 0.52083333 0.55208333 0.52083333],0.53125,0.53125,0.61875,0.705882352941176,0.775,0.677083333333333,0.550898203592814,0.522727272727273,0.53219696969697,0.571428571428571,0.602409638554217,0.528477546549836,0.649021864211738,0.686131386861314,0.61684461373914
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.51041667 0.4893617  0.5        0.4787234 ],0.544303797468354,0.462025316455696,0.525316455696203,0.536170212765957,0.531645569620253,0.540084388185654,0.485714285714286,0.485714285714286,0.538311688311688,0.388489208633094,0.385714285714286,0.454220779220779,0.499332443257677,0.496021220159151,0.524039665769648
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.65625    0.65789474 0.64736842 0.62105263],0.616352201257862,0.638364779874214,0.669811320754717,0.715976331360947,0.761006289308176,0.69811320754717,0.61875,0.6,0.616993464052287,0.627831715210356,0.610062893081761,0.638364779874214,0.680462568472307,0.697877652933833,0.669597888570845
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svd,40,30,70,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.85789474 0.89473684 0.89473684 0.81052632 0.87894737],0.566455696202532,0.490506329113924,0.808470290771176,0.994708994708995,0.989473684210526,0.994736842105263,0.614084507042254,0.726666666666667,0.574176706827309,0.556473829201102,0.615853658536585,0.485558408215661,0.817799158147925,0.861850443599493,0.808604919151575
svm_model_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.73958333 0.70833333 0.72340426 0.79787234],0.645569620253165,0.664556962025316,0.720959595959596,0.748878923766816,0.701680672268908,0.764705882352941,0.631578947368421,0.705882352941176,0.652941176470588,0.678787878787879,0.727272727272727,0.666105499438833,0.710353866317169,0.70757180156658,0.720534067042459
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.78125    0.85416667 0.77083333 0.78125   ],0.51875,0.55625,0.77,0.923076923076923,0.9,0.925,0.579234972677596,0.616279069767442,0.510842237586424,0.594285714285714,0.666666666666667,0.558943089430894,0.777239709443099,0.794554455445545,0.76975197519752
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.91052632 0.95263158 0.91052632 0.91052632 0.91052632],0.515822784810127,0.5,0.802149178255373,0.997894736842105,0.997894736842105,0.997894736842105,0.656179775280899,0.9125,0.510737179487179,0.623809523809524,0.891156462585034,0.525459888097251,0.827548209366391,0.960358056265985,0.803929028132992
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.828125   0.80208333 0.77083333 0.82105263 0.79473684],0.547169811320755,0.556603773584906,0.780778894472362,0.932059447983015,0.918410041841004,0.933054393305439,0.547169811320755,0.557692307692308,0.547364672364672,0.555205047318612,0.55,0.556645569620253,0.778693722257451,0.773299748110831,0.780760149744639
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.47552448 0.5        0.48601399 0.50352113],0.470833333333333,0.533333333333333,0.869496855345912,0.992977528089888,0.990196078431373,0.992997198879552,0.468619246861925,0.455284552845528,0.471232020012508,0.517241379310345,0.512820512820513,0.532833020637899,0.868601583113456,0.862683438155136,0.869496855345912
ensemble_model_N16_B42_E58_nb_zones_12_lab_svd,16,42,58,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.90909091 0.90909091 0.90559441 0.90559441 0.86619718],0.533333333333333,0.616666666666667,0.892033542976939,0.99859943977591,0.99859943977591,0.99859943977591,0.588235294117647,0.701754385964912,0.541353383458647,0.666666666666667,0.73015873015873,0.610693400167084,0.895748987854251,0.927672955974843,0.892033542976939
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.86458333 0.80729167 0.75520833 0.80729167 0.83854167],0.50625,0.528125,0.74625,0.895135135135135,0.8625,0.898958333333333,0.529761904761905,0.523529411764706,0.505098039215686,0.535384615384615,0.530487804878049,0.528064415259537,0.744010088272383,0.724815724815725,0.746631780982926
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdne,32,34,66,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.8125     0.85416667 0.79473684 0.81052632 0.77368421],0.556603773584906,0.650943396226415,0.814465408805031,0.954010695187166,0.935010482180294,0.954926624737946,0.593659942363112,0.647798742138365,0.556603773584906,0.678260869565217,0.73125,0.650435126582278,0.818684695759066,0.836683417085427,0.814437426426844
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54195804 0.48601399 0.52447552 0.5        0.45804196],0.506276150627615,0.476987447698745,0.872641509433962,1,1,1,0.5390625,0.560975609756098,0.504625735912532,0.493927125506073,0.525862068965517,0.478378188954303,0.874288670460424,0.885744234800839,0.872641509433962
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdn,4,98,102,4, low_bits_4_shifted_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.45744681 0.55319149 0.55319149 0.41489362 0.40425532],0.519230769230769,0.538461538461538,0.812020460358056,1,1,1,0.522292993630573,0.569444444444444,0.52281746031746,0.566265060240964,0.566265060240964,0.536557187654728,0.814627994955864,0.828205128205128,0.812061747776034
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102,4, low_bits_6, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.58510638 0.56382979 0.56382979 0.45744681 0.4893617 ],0.371794871794872,0.525641025641026,0.780051150895141,1,1,1,0.416666666666667,0.384615384615385,0.369230769230769,0.439393939393939,0.414285714285714,0.515282392026578,0.776623376623377,0.755050505050505,0.780374993457895
ensemble_model_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.82291667 0.86458333 0.77083333 0.875      0.78125   ],0.6,0.64375,0.8,0.916844349680171,0.895833333333333,0.91875,0.58974358974359,0.613333333333333,0.60078431372549,0.658682634730539,0.632183908045977,0.64485907731066,0.797979797979798,0.786069651741293,0.800070001750044
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87894737 0.83684211 0.83684211 0.83157895 0.84736842],0.54746835443038,0.594936708860759,0.807206068268015,0.964059196617336,0.96,0.96421052631579,0.580645161290323,0.622641509433962,0.546989544525898,0.594936708860759,0.598726114649682,0.59496054160157,0.809731752963194,0.820480404551201,0.807206068268015
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.78125    0.73958333 0.72916667 0.6875    ],0.45,0.60625,0.7575,0.912423625254582,0.933333333333333,0.910416666666667,0.531914893617021,0.581395348837209,0.439346323067253,0.64804469273743,0.794520547945205,0.621398205007086,0.773892773892774,0.832080200501253,0.75768598553741
svm_model_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.76470588 0.77731092 0.81512605 0.75210084 0.81092437],0.440111420612813,0.557103064066852,0.782494758909853,0.954507857733664,0.969747899159664,0.953781512605042,0.542141230068337,0.687861271676301,0.44876934551557,0.639455782312925,0.758064516129032,0.549552489278389,0.801340354236477,0.877358490566038,0.782494758909853
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,1428,476,476,0.6,0.2,0.2, [0.50699301 0.46503497 0.53496503 0.53146853 0.49647887],0.479166666666667,0.420833333333333,0.854821802935011,0.990889978976875,0.990196078431373,0.990896358543418,0.493927125506073,0.491935483870968,0.478726362625139,0.43265306122449,0.456896551724138,0.421996662958843,0.855653986451277,0.860587002096436,0.854821802935011
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66, zones, lab, svdne,948,316,316,0.6,0.2,0.2, [0.9        0.91578947 0.94210526 0.93684211 0.89361702],0.64873417721519,0.579113924050633,0.843037974683544,0.9957805907173,0.9957805907173,0.9957805907173,0.699186991869919,0.781818181818182,0.642564720048164,0.637602179836512,0.713414634146341,0.573812580231065,0.852731591448931,0.89414694894147,0.84218286958013
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.49300699 0.48251748 0.51048951 0.51760563],0.4875,0.483333333333333,0.870545073375262,1,1,1,0.476595744680851,0.462809917355372,0.487707479686089,0.46551724137931,0.453781512605042,0.483089103409959,0.869656992084433,0.863731656184486,0.870545073375262
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.81770833 0.8125     0.79166667 0.75520833 0.83333333],0.528125,0.525,0.810625,1,1,1,0.559766763848397,0.578313253012048,0.526169613519011,0.525,0.587412587412587,0.530994429299514,0.813308687615527,0.836501901140684,0.810975981396483
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102, zones, lab, svdne,474,158,158,0.6,0.2,0.2, [0.77083333 0.70833333 0.72340426 0.72340426 0.71276596],0.594936708860759,0.677215189873418,0.816455696202532,0.936708860759494,0.936708860759494,0.936708860759494,0.652173913043478,0.714285714285714,0.586872586872587,0.657718120805369,0.636363636363636,0.676206509539843,0.820322180916976,0.831658291457286,0.816339349810276
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.53496503 0.51398601 0.51048951 0.53846154],0.485355648535565,0.506276150627615,0.873689727463312,1,1,1,0.467532467532467,0.473684210526316,0.484842105263158,0.528,0.528,0.505228070175439,0.87388801674516,0.875262054507338,0.873689727463312
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.66315789 0.6        0.68947368 0.65789474],0.512658227848101,0.566455696202532,0.752844500632111,0.894736842105263,0.894736842105263,0.894736842105263,0.567415730337079,0.63125,0.511137820512821,0.61624649859944,0.705128205128205,0.568189102564103,0.764882742032471,0.804045512010114,0.752844500632111
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,474,158,158,0.6,0.2,0.2, [0.51041667 0.47916667 0.4893617  0.5        0.5106383 ],0.531645569620253,0.550632911392405,0.810126582278481,0.989517819706499,0.9957805907173,0.989451476793249,0.54320987654321,0.564102564102564,0.532051282051282,0.547770700636943,0.544303797468354,0.550632911392405,0.811557788944723,0.819796954314721,0.810151002409886
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.48958333 0.5        0.46875    0.53125   ],0.45625,0.50625,0.7775,0.975,0.975,0.975,0.416107382550335,0.407894736842105,0.453947368421053,0.521212121212121,0.505882352941176,0.506274509803921,0.775818639798489,0.768079800498753,0.77752360952256
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.40625    0.48958333 0.52083333 0.52083333 0.53191489],0.490566037735849,0.522012578616352,0.576633165829146,0.589041095890411,0.539748953974895,0.623430962343096,0.390977443609023,0.388059701492537,0.476638546398443,0.424242424242424,0.405797101449275,0.508454106280193,0.520625889046942,0.488,0.571790973871734
ensemble_model_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.84375    0.85664336 0.81468531 0.85664336 0.83216783],0.584033613445378,0.546218487394958,0.870020964360587,0.971308607417775,0.96927374301676,0.971368715083799,0.64,0.778761061946903,0.593380530973451,0.625,0.72,0.536991150442478,0.875502008032128,0.914046121593291,0.870020964360587
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.60526316 0.62631579 0.61052632 0.64210526 0.59042553],0.598101265822785,0.636075949367089,0.631645569620253,0.657258064516129,0.687763713080169,0.641350210970464,0.560553633217993,0.547297297297297,0.59507722007722,0.652567975830816,0.635294117647059,0.636140209508461,0.638957816377171,0.650252525252525,0.631598343844537
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svd,40,30,70, zones, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.95833333 0.95789474 0.96315789 0.96315789 0.95789474],0.675078864353312,0.605678233438486,0.8562421185372,1,1,1,0.681114551083591,0.691823899371069,0.675025873736167,0.624624624624625,0.645962732919255,0.605032648510909,0.858208955223881,0.866834170854271,0.856201895553718
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57986111 0.66783217 0.59440559 0.61188811 0.62237762],0.630252100840336,0.542016806722689,0.830712788259958,0.912133891213389,0.91340782122905,0.912011173184358,0.584905660377358,0.52991452991453,0.628593628593629,0.502283105022831,0.454545454545455,0.543512043512044,0.826809651474531,0.808176100628931,0.830712788259958
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.64583333 0.67916667 0.69583333 0.65       0.67226891],0.501408450704225,0.492957746478873,0.742138364779874,0.88833746898263,0.896494156928214,0.887312186978297,0.528,0.585798816568047,0.505264999681873,0.53125,0.548387096774194,0.490169879748043,0.75,0.773584905660377,0.742138364779874
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65833333 0.6625     0.67083333 0.67083333 0.59663866],0.588732394366197,0.619718309859155,0.810272536687631,0.932668329177057,0.936560934891486,0.932387312186978,0.565476190476191,0.521978021978022,0.590468779775138,0.582043343653251,0.543352601156069,0.617830146731881,0.805585392051557,0.786163522012579,0.810272536687631
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdne,4,98,102,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.64583333 0.65625    0.63829787 0.65957447 0.67021277],0.613924050632911,0.544303797468354,0.648101265822785,0.712871287128713,0.759493670886076,0.694092827004219,0.625766871165644,0.607142857142857,0.614382239382239,0.513513513513513,0.487179487179487,0.543589743589744,0.659313725490196,0.674185463659148,0.647834419809114
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.71875    0.70833333 0.69148936 0.75531915 0.71276596],0.613924050632911,0.556962025316456,0.682278481012658,0.754098360655737,0.776371308016878,0.746835443037975,0.64327485380117,0.647058823529412,0.611200644641418,0.556962025316456,0.578947368421053,0.557766367137356,0.692778457772338,0.71105527638191,0.682058250435853
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.70833333 0.67368421 0.64210526 0.67894737 0.65263158],0.488958990536278,0.548895899053628,0.766708701134931,0.931071049840933,0.922268907563025,0.93172268907563,0.509090909090909,0.56,0.492574850299401,0.557275541795666,0.552147239263804,0.548800892359175,0.768170426065163,0.776932826362484,0.766760014185006
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.87916667 0.86134454 0.80252101 0.86134454 0.83613445],0.550279329608938,0.555865921787709,0.831761006289308,0.999161777032691,1,0.999161073825503,0.549019607843137,0.566473988439306,0.550804561787221,0.580474934036939,0.594594594594595,0.554522730823309,0.833592534992224,0.842767295597484,0.831761006289308
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.91145833 0.875      0.85416667 0.89473684 0.87894737],0.613207547169811,0.559748427672956,0.834798994974874,1,1,1,0.690176322418136,0.883870967741935,0.619849594300416,0.65,0.822784810126582,0.561392405063291,0.849971477467199,0.941845764854614,0.835467202027807
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,1200,400,400,0.6,0.2,0.2, [0.85416667 0.86666667 0.81666667 0.84583333 0.81666667],0.581920903954802,0.502824858757062,0.827044025157233,0.995,0.995,0.995,0.635467980295566,0.712707182320442,0.578896943761377,0.553299492385787,0.630057803468208,0.505636636540734,0.835,0.875262054507338,0.827044025157233
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.69747899 0.67226891 0.6512605  0.62184874 0.58474576],0.586111111111111,0.536111111111111,0.773584905660377,0.902684563758389,0.905723905723906,0.902356902356902,0.608923884514436,0.644444444444444,0.586111111111111,0.566233766233766,0.605555555555555,0.536111111111111,0.779366700715015,0.79979035639413,0.773584905660377
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.39583333 0.42708333 0.63541667 0.45833333],0.55,0.45625,0.8,0.997912317327766,0.995833333333333,0.997916666666667,0.571428571428571,0.578313253012048,0.548896886246284,0.485207100591716,0.476744186046512,0.454588309239472,0.803921568627451,0.801955990220049,0.799954977207211
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.70833333 0.70833333 0.65957447 0.76595745 0.71276596],0.468354430379747,0.512658227848101,0.655696202531646,0.763326226012793,0.755274261603376,0.765822784810127,0.511627906976744,0.571428571428571,0.470899470899471,0.544378698224852,0.621621621621622,0.519144144144144,0.664197530864197,0.693298969072165,0.656350977073396
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.78333333 0.84583333 0.83193277 0.8487395  0.83193277],0.585434173669468,0.602240896358543,0.844339622641509,0.994132439228835,0.993299832495812,0.994137353433836,0.612565445026178,0.612565445026178,0.583391156248029,0.601123595505618,0.644578313253012,0.605011669715511,0.846193682030036,0.856394129979036,0.844339622641509
svm_model_N4_B98_E102_nb_zones_6_lab_svd,4,98,102,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.74305556 0.75       0.77464789 0.70422535 0.71126761],0.630252100840336,0.630252100840336,0.731932773109244,0.810596026490066,0.857142857142857,0.799719887955182,0.671641791044776,0.769230769230769,0.632549268912905,0.692307692307692,0.792,0.621663716814159,0.756302521008403,0.826377295492487,0.731293554683638
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdne,4,98,102,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.80208333 0.70833333 0.70833333 0.70833333],0.4875,0.55,0.7975,0.983402489626556,0.9875,0.983333333333333,0.511904761904762,0.5375,0.4875,0.566265060240964,0.522222222222222,0.553968253968254,0.801470588235294,0.797560975609756,0.797498436522827
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svd,40,30,70,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.89583333 0.921875   0.87894737 0.90526316 0.88421053],0.49685534591195,0.493710691823899,0.79811320754717,1,1,1,0.553072625698324,0.626582278481013,0.497666139240506,0.554016620498615,0.62111801242236,0.492087668631562,0.808129109384339,0.849246231155779,0.798048808273103
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.71428571 0.73109244 0.69327731 0.68907563],0.52924791086351,0.518105849582173,0.776729559748428,0.930116472545757,0.939495798319328,0.929411764705882,0.563307493540052,0.633720930232558,0.533438005223231,0.548302872062663,0.561497326203209,0.516213779380674,0.783975659229209,0.810272536687631,0.776729559748428
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.80208333 0.82291667 0.80208333 0.6875    ],0.575,0.575,0.79375,0.938947368421053,0.929166666666667,0.939583333333333,0.590361445783132,0.644736842105263,0.578320802005013,0.558441558441558,0.581081081081081,0.575424261470773,0.792452830188679,0.807692307692308,0.794090056285178
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67083333 0.6875     0.63333333 0.6125     0.66806723],0.6,0.571830985915493,0.762054507337526,0.870340356564019,0.896494156928214,0.86644407345576,0.641414141414141,0.717514124293785,0.600330095854758,0.623762376237624,0.707865168539326,0.571446708563448,0.776794493608653,0.828092243186583,0.762054507337526
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.63888889 0.66666667 0.62237762 0.7027972  0.60839161],0.523206751054852,0.540084388185654,0.628406708595388,0.670723461798513,0.691771269177127,0.660390516039052,0.553359683794466,0.583333333333333,0.522435897435897,0.551440329218107,0.572649572649573,0.540491452991453,0.641012658227848,0.663522012578616,0.628406708595388
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.92105263 0.87368421 0.87368421 0.88947368 0.88947368],0.525316455696203,0.506329113924051,0.800884955752212,0.99047619047619,0.985263157894737,0.990526315789474,0.615384615384615,0.769230769230769,0.528365384615385,0.606060606060606,0.75,0.503205128205128,0.818024263431542,0.895069532237674,0.800884955752212
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.64583333 0.69270833 0.6875     0.64736842],0.592476489028213,0.605015673981191,0.800751879699248,0.936213991769547,0.949895615866388,0.935281837160752,0.624277456647399,0.679245283018868,0.592747641509434,0.637931034482759,0.69375,0.604736635220126,0.809123649459784,0.844611528822055,0.800751879699248
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdne,32,34,66,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.81770833 0.85416667 0.86979167 0.84736842 0.85263158],0.537735849056604,0.528301886792453,0.812814070351759,0.998952879581152,0.997907949790795,0.998953974895398,0.573913043478261,0.638709677419355,0.540213734415199,0.585635359116022,0.627218934911243,0.521663158730789,0.820697954271962,0.850374064837905,0.812528804570851
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.828125   0.78125    0.8125     0.81052632 0.84736842],0.559748427672956,0.566037735849057,0.824748743718593,0.998955067920585,1,0.998953974895398,0.597701149425287,0.658227848101266,0.560363924050633,0.612359550561798,0.707792207792208,0.57035951853025,0.832028898254064,0.874683544303797,0.825122320780328
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.796875 0.796875 0.78125  0.734375 0.765625],0.44375,0.465625,0.781875,1,1,1,0.497175141242938,0.49438202247191,0.437331856306378,0.483383685800604,0.519480519480519,0.467571585041465,0.787841945288754,0.798029556650246,0.781628991523093
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.78321678 0.76223776 0.75524476 0.75874126 0.78169014],0.55,0.491666666666667,0.782494758909853,0.866618601297765,0.841736694677871,0.870448179271709,0.611510791366906,0.69672131147541,0.547513198110586,0.598684210526316,0.771186440677966,0.496248958043901,0.78923311325546,0.814465408805031,0.782494758909853
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.70833333 0.72916667 0.74468085 0.64893617],0.518987341772152,0.436708860759494,0.772727272727273,0.968553459119497,0.970588235294117,0.968487394957983,0.582417582417582,0.6625,0.517147435897436,0.502793296089385,0.535714285714286,0.430019305019305,0.785202863961814,0.818407960199005,0.772024492920015
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.52083333 0.58333333 0.4893617  0.46808511 0.57446809],0.487341772151899,0.518987341772152,0.792405063291139,0.985386221294363,0.9957805907173,0.985232067510548,0.441379310344828,0.477611940298507,0.486058717402001,0.542168674698795,0.569620253164557,0.518987341772152,0.792405063291139,0.817232375979112,0.793137072510441
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.50699301 0.5034965  0.52797203 0.54929577],0.525,0.4875,0.664570230607967,0.706053975200584,0.677871148459384,0.717787114845938,0.508620689655172,0.475806451612903,0.526696329254728,0.433179723502304,0.405172413793103,0.484844271412681,0.648351648351648,0.618448637316562,0.664570230607967
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.63541667 0.75       0.63541667 0.71276596 0.73404255],0.493670886075949,0.531645569620253,0.782828282828283,0.96218487394958,0.96218487394958,0.96218487394958,0.550561797752809,0.636363636363636,0.49719416386083,0.579545454545455,0.62962962962963,0.529100529100529,0.792771084337349,0.830808080808081,0.782828282828283
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.73958333 0.73958333 0.82291667 0.71276596],0.59748427672956,0.628930817610063,0.811557788944724,0.942430703624734,0.924686192468619,0.943514644351464,0.689320388349514,0.806818181818182,0.572423175416133,0.69109947643979,0.857142857142857,0.63588850174216,0.826789838337182,0.886138613861386,0.810416245706203
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.54895105 0.51398601 0.53846154 0.51056338],0.554166666666667,0.5,0.876834381551363,0.994413407821229,0.997198879551821,0.994397759103642,0.54468085106383,0.533333333333333,0.554166666666667,0.469026548672566,0.441666666666667,0.5,0.875858425779187,0.868972746331237,0.876834381551363
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71008403 0.75630252 0.73109244 0.75210084 0.78151261],0.47075208913649,0.49025069637883,0.776729559748428,0.955349620893008,0.952941176470588,0.95546218487395,0.532019704433498,0.568421052631579,0.464683899096854,0.536708860759494,0.627218934911243,0.497819993771411,0.785714285714286,0.818658280922432,0.776729559748428
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.875      0.81770833 0.85416667 0.82291667 0.85789474],0.529780564263323,0.536050156739812,0.81328320802005,1,1,1,0.568965517241379,0.655629139072848,0.536147902869757,0.588888888888889,0.630952380952381,0.530707978555661,0.821128451380552,0.857142857142857,0.81328320802005
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svd,16,42,58,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76736111 0.75174825 0.77272727 0.77972028 0.74825175],0.504201680672269,0.550420168067227,0.769916142557652,0.84402332361516,0.808659217877095,0.850558659217877,0.590277777777778,0.691056910569106,0.497702368328031,0.624561403508772,0.773913043478261,0.557688229056204,0.774293059125964,0.789308176100629,0.769916142557652
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.73958333 0.77083333 0.6875     0.81914894],0.534591194968553,0.578616352201258,0.698492462311558,0.805500982318271,0.857740585774058,0.792887029288703,0.569767441860465,0.636363636363636,0.537694013303769,0.617142857142857,0.72972972972973,0.588394276629571,0.719626168224299,0.78974358974359,0.700290514083617
ensemble_model_N4_B98_E102_nb_zones_6_lab_svd,4,98,102,6, lab, svd,708,236,236,0.6,0.2,0.2, [0.68309859 0.69014085 0.70422535 0.74647887 0.70714286],0.588983050847458,0.584745762711864,0.750847457627119,0.857142857142857,0.838983050847458,0.860169491525424,0.639405204460967,0.651515151515152,0.580565268065268,0.598360655737705,0.608333333333333,0.58433908045977,0.756218905472637,0.752475247524752,0.75080208369269
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.75524476 0.75874126 0.76223776 0.72027972 0.73591549],0.5375,0.554166666666667,0.839622641509434,0.937853107344633,0.929971988795518,0.938375350140056,0.613240418118467,0.709677419354839,0.531562847608454,0.610909090909091,0.724137931034483,0.559649610678532,0.845298281092012,0.876310272536688,0.839622641509434
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.61702128 0.56382979 0.64893617 0.72340426 0.61702128],0.551282051282051,0.448717948717949,0.764705882352941,0.94017094017094,0.936170212765957,0.940425531914894,0.578313253012048,0.6,0.55,0.494117647058824,0.494117647058824,0.444241922120961,0.771144278606965,0.775,0.76446335078534
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.65734266 0.62587413 0.65734266 0.61538462 0.64084507],0.5,0.454166666666667,0.682389937106918,0.745154343144293,0.726890756302521,0.75140056022409,0.571428571428571,0.689655172413793,0.506117908787542,0.549828178694158,0.645161290322581,0.44758064516129,0.691446028513238,0.711740041928721,0.682389937106918
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.66145833 0.66145833 0.70526316 0.61052632 0.60526316],0.613207547169811,0.512578616352201,0.772955974842767,0.912354804646251,0.905660377358491,0.912997903563941,0.577319587628866,0.567567567567568,0.610254372019078,0.50479233226837,0.503184713375796,0.512461921905289,0.767246937459704,0.760869565217391,0.772761515281963
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.765625   0.78645833 0.78125    0.83684211 0.77894737],0.622641509433962,0.528301886792453,0.827261306532663,0.994797086368366,1,0.994769874476988,0.661016949152542,0.774834437086093,0.629932188602926,0.573863636363636,0.635220125786163,0.528301886792453,0.83503299340132,0.883248730964467,0.82781839533298
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svd,16,42,58, zones, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.88811189 0.9020979  0.87412587 0.90909091 0.91608392],0.535564853556485,0.552301255230126,0.871069182389937,0.980364656381487,0.977622377622378,0.98041958041958,0.604982206405694,0.708333333333333,0.53483893557423,0.616487455197133,0.722689075630252,0.553011204481793,0.876132930513595,0.911949685534591,0.871069182389937
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.58854167 0.66145833 0.70833333 0.66842105 0.68947368],0.610062893081761,0.550314465408805,0.782663316582914,0.919633774160732,0.94560669456067,0.917364016736402,0.6125,0.6125,0.61004746835443,0.56797583081571,0.583850931677019,0.549887249278,0.788249694002448,0.806007509386733,0.782575003117074
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.72916667 0.82291667 0.73958333 0.74468085],0.622641509433962,0.534591194968553,0.798994974874372,0.944915254237288,0.933054393305439,0.94560669456067,0.702970297029703,0.797752808988764,0.598876404494382,0.618556701030928,0.714285714285714,0.523809523809524,0.815668202764977,0.859223300970874,0.796799150485437
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svd,4,98,102,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.72916667 0.65277778 0.68055556 0.64583333 0.6875    ],0.508333333333333,0.504166666666667,0.675,0.778581765557164,0.747222222222222,0.7875,0.606666666666667,0.716535433070866,0.495435858128354,0.579505300353357,0.706896551724138,0.510706340378198,0.693877551020408,0.733001658374793,0.674708534380026
svm_model_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.87894737 0.89473684 0.88947368 0.88421053 0.87234043],0.509493670886076,0.541139240506329,0.810126582278481,1,1,1,0.599483204134367,0.783783783783784,0.525820463320463,0.623376623376623,0.759493670886076,0.541139240506329,0.825581395348837,0.91025641025641,0.811378205128205
svm_model_N32_B34_E66_nb_zones_10_lab_svd,32,34,66,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.92083333 0.92436975 0.92436975 0.94117647 0.94537815],0.659217877094972,0.636871508379888,0.867924528301887,1,1,1,0.722727272727273,0.845744680851064,0.649342928660826,0.694835680751174,0.870588235294118,0.648060075093867,0.877551020408163,0.946540880503145,0.867924528301887
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.72916667 0.71126761 0.71830986 0.67605634],0.638655462184874,0.626050420168067,0.71344537815126,0.763532763532764,0.750700280112045,0.76750700280112,0.666666666666667,0.710743801652893,0.637423182877728,0.650980392156863,0.68595041322314,0.625026488662852,0.719341563786008,0.729549248747913,0.713336384103229
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.46853147 0.46153846 0.47902098 0.47902098 0.44366197],0.491666666666667,0.483333333333333,0.868972746331237,0.997198879551821,0.997198879551821,0.997198879551821,0.5,0.539823008849557,0.494320953243676,0.504,0.496062992125984,0.482544770399275,0.869927159209157,0.876310272536688,0.868972746331237
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102,4, low_bits_4, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.59574468 0.54255319 0.46808511 0.5212766  0.5106383 ],0.461538461538462,0.5,0.519181585677749,0.606617647058823,0.702127659574468,0.54468085106383,0.505882352941177,0.589041095890411,0.469219343125928,0.551724137931035,0.685714285714286,0.517275747508306,0.576576576576577,0.677248677248677,0.524267902980774
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdne,8,46,54,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.61538462 0.63986014 0.66433566 0.62237762 0.6443662 ],0.566666666666667,0.520833333333333,0.698637316561845,0.739766081871345,0.708683473389356,0.750700280112045,0.590551181102362,0.6,0.565217391304348,0.538152610441767,0.582608695652174,0.523304347826087,0.692677712453234,0.679245283018868,0.698637316561845
ensemble_model_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.74583333 0.74166667 0.85294118 0.81932773 0.78571429],0.521008403361345,0.568627450980392,0.829664570230608,1,1,1,0.548812664907652,0.574585635359116,0.520247363134103,0.590425531914894,0.630681818181818,0.569484555499749,0.833247819394561,0.851153039832285,0.829664570230608
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.8125     0.86315789 0.84736842 0.9        0.84736842],0.548895899053628,0.514195583596215,0.795081967213115,0.970649895178197,0.972689075630252,0.970588235294118,0.643391521197008,0.77710843373494,0.537560839384026,0.583783783783784,0.73469387755102,0.529111644657863,0.811594202898551,0.887198986058302,0.795544286002802
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svd,4,98,102, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.70138889 0.6875     0.70138889 0.68055556 0.75694444],0.629166666666667,0.608333333333333,0.7875,0.9,0.9,0.9,0.627615062761506,0.619834710743802,0.629245086464338,0.617886178861789,0.64957264957265,0.60933917031478,0.788381742738589,0.794314381270903,0.787522639140435
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.78125    0.79166667 0.74468085 0.74468085],0.487341772151899,0.481012658227848,0.771464646464646,0.96137339055794,0.941176470588235,0.96218487394958,0.537142857142857,0.540229885057471,0.481382548162538,0.474358974358974,0.536231884057971,0.487217065624491,0.772898368883312,0.781725888324873,0.771516210494095
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54, zones, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.85069444 0.86458333 0.82291667 0.80902778 0.83216783],0.604255319148936,0.570212765957447,0.876310272536688,0.970670391061452,0.966620305980528,0.970792767732962,0.604255319148936,0.617391304347826,0.604528985507246,0.577405857740586,0.575,0.570108695652174,0.876180482686254,0.875262054507338,0.876310272536688
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.56770833 0.60416667 0.56842105 0.56315789 0.60526316],0.531446540880503,0.588050314465409,0.576729559748428,0.610505450941526,0.645702306079665,0.588050314465409,0.56047197640118,0.59748427672956,0.531446540880503,0.601823708206687,0.651315789473684,0.590718135700697,0.598688133571854,0.637055837563452,0.577256098332848
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,960,320,320,0.6,0.2,0.2, [0.91145833 0.91666667 0.875      0.89583333 0.85416667],0.4875,0.5125,0.79,0.98329853862213,0.98125,0.983333333333333,0.541899441340782,0.621794871794872,0.490775484677924,0.554285714285714,0.598765432098765,0.511408032505079,0.798319327731092,0.833333333333333,0.790108063175395
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.51041667 0.48958333 0.5        0.45833333],0.49375,0.575,0.81375,1,1,1,0.509090909090909,0.494117647058824,0.493725490196078,0.527777777777778,0.463414634146341,0.577861163227017,0.811153358681876,0.786240786240786,0.814239985995711
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svd,4,98,102,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.75694444 0.73611111 0.75694444 0.72222222 0.71527778],0.591666666666667,0.55,0.7825,0.921316165951359,0.894444444444444,0.923611111111111,0.573913043478261,0.584070796460177,0.591247996655285,0.587786259541985,0.647058823529412,0.550802139037433,0.780856423173803,0.785472972972973,0.782539118065434
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.90104167 0.88541667 0.84895833 0.88541667 0.890625  ],0.55,0.50625,0.81125,1,1,1,0.581395348837209,0.645161290322581,0.552883675464321,0.551136363636364,0.577380952380952,0.50250626566416,0.817632850241546,0.843088418430884,0.811130156517826
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,954,318,318,0.6,0.2,0.2, [0.85416667 0.83854167 0.88421053 0.88421053 0.89473684],0.534591194968553,0.578616352201258,0.819496855345912,0.994742376445846,0.991614255765199,0.994758909853249,0.588888888888889,0.6625,0.53378164556962,0.593939393939394,0.632258064516129,0.57993271323966,0.825106642291286,0.85479797979798,0.819629566340093
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.68055556 0.71527778 0.75352113 0.69014085 0.73943662],0.61344537815126,0.521008403361345,0.783193277310924,0.927374301675978,0.929971988795518,0.927170868347339,0.666666666666667,0.691729323308271,0.603007518796992,0.561538461538462,0.646017699115044,0.527008849557522,0.793929712460064,0.824212271973466,0.782634245015694
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.90625    0.875      0.90104167 0.89583333 0.87368421],0.570532915360501,0.520376175548589,0.81015037593985,0.986415882967607,0.985386221294363,0.98643006263048,0.607449856733524,0.670886075949367,0.57146788269518,0.561604584527221,0.640522875816993,0.52508071501693,0.816918429003021,0.855696202531646,0.810602443697584
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.78947368 0.85789474 0.82105263 0.78421053 0.81914894],0.515822784810127,0.490506329113924,0.784177215189873,0.971548998946259,0.972573839662447,0.971518987341772,0.553935860058309,0.552325581395349,0.512273901808786,0.482315112540193,0.517241379310345,0.492538818310143,0.787273861509669,0.797724399494311,0.784160045121047
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.6125     0.6125     0.66386555 0.60084034 0.6302521 ],0.596638655462185,0.549019607843137,0.781446540880503,0.906510851419032,0.909547738693467,0.906197654941374,0.614973262032086,0.649717514124294,0.597080979284369,0.583979328165375,0.627777777777778,0.548352165725047,0.787136294027565,0.808176100628931,0.781446540880503
svm_model_N8_B96_E104_nb_zones_4_lab_svd,8,96,104,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.8125     0.79166667 0.83333333 0.78125    0.85416667],0.6375,0.63125,0.785,0.887525562372188,0.904166666666667,0.885416666666667,0.674157303370787,0.779220779220779,0.642622437803161,0.638036809815951,0.693333333333333,0.634901960784314,0.792771084337349,0.839285714285714,0.786064425770308
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.50699301 0.45454545 0.54195804 0.52464789],0.516666666666667,0.466666666666667,0.871069182389937,0.99859747545582,0.997198879551821,0.99859943977591,0.512605042016807,0.512605042016807,0.5166330995208,0.492063492063492,0.512396694214876,0.466282380720883,0.87160751565762,0.875262054507338,0.871069182389937
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.69270833 0.66666667 0.61578947 0.70526316 0.61052632],0.628930817610063,0.594339622641509,0.80188679245283,0.930184804928132,0.949685534591195,0.928721174004193,0.654970760233918,0.73202614379085,0.632679738562092,0.614925373134328,0.647798742138365,0.594339622641509,0.809206541490006,0.846641318124208,0.8022220323455
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.84375    0.84895833 0.88020833 0.88541667 0.84375   ],0.53125,0.509375,0.79125,0.971608832807571,0.9625,0.971875,0.548192771084337,0.554878048780488,0.530644152595372,0.501587301587302,0.49375,0.509375,0.7909887359199,0.786069651741293,0.791276031900798
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.59583333 0.63445378 0.60084034 0.64705882 0.64705882],0.58659217877095,0.56145251396648,0.766771488469602,0.883720930232558,0.89261744966443,0.88255033557047,0.574712643678161,0.526315789473684,0.590538847117794,0.510903426791277,0.488095238095238,0.557205513784461,0.762413240790176,0.748427672955975,0.766771488469602
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.79861111 0.72222222 0.67605634 0.73943662 0.6971831 ],0.516806722689076,0.478991596638655,0.685714285714286,0.804063860667634,0.775910364145658,0.810924369747899,0.514767932489452,0.570093457943925,0.521687950346008,0.526717557251908,0.584745762711864,0.479872881355932,0.685185185185185,0.699312714776632,0.686005041598842
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.41666667 0.4893617  0.4787234  0.42553191],0.5,0.468354430379747,0.787341772151899,0.989429175475687,0.987341772151899,0.989451476793249,0.548571428571429,0.6,0.498717948717949,0.461538461538462,0.507042253521127,0.471911931358265,0.791044776119403,0.819587628865979,0.787903267169308
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.53781513 0.52941176 0.55042017 0.62605042 0.57627119],0.516666666666667,0.522222222222222,0.633123689727463,0.706953642384106,0.718855218855219,0.702020202020202,0.544502617801047,0.590909090909091,0.518280632411067,0.532608695652174,0.532608695652174,0.521986166007905,0.642492339121553,0.659329140461216,0.633123689727463
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.51048951 0.52447552 0.48601399 0.50352113],0.5125,0.529166666666667,0.877882599580713,0.997900629811057,0.99859943977591,0.997899159663866,0.506329113924051,0.504201680672269,0.512431418848531,0.515021459227468,0.495867768595041,0.529446489339538,0.877303844128489,0.873165618448637,0.877882599580713
svm_model_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.45833333 0.5        0.54861111 0.52816901 0.52112676],0.436974789915966,0.453781512605042,0.48741610738255,0.56020278833967,0.61731843575419,0.51536312849162,0.4765625,0.539823008849557,0.441911504424779,0.518518518518518,0.588235294117647,0.453781512605042,0.535361216730038,0.596610169491525,0.488504420293936
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.66433566 0.61188811 0.61888112 0.61619718],0.641666666666667,0.608333333333333,0.636792452830189,0.631200575125809,0.61484593837535,0.640756302521008,0.713333333333333,0.914529914529914,0.648321867834063,0.69281045751634,0.861788617886179,0.60183447988326,0.652979469203806,0.683438155136268,0.636792452830189
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63636364 0.67482517 0.62587413 0.62237762 0.63986014],0.493723849372385,0.481171548117155,0.803459119496855,0.909217877094972,0.91048951048951,0.909090909090909,0.556776556776557,0.644067796610169,0.495587617313349,0.563380281690141,0.661157024793388,0.478883597142457,0.811463046757164,0.845911949685535,0.803459119496855
ensemble_model_N8_B96_E104_nb_zones_4_lab_svd,8,96,104,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.8125     0.79166667 0.80851064 0.82978723 0.79787234],0.537974683544304,0.537974683544304,0.769620253164557,0.925311203319502,0.940928270042194,0.924050632911393,0.605405405405405,0.651162790697674,0.526970284237726,0.601092896174863,0.6875,0.536057692307692,0.785882352941176,0.8287841191067,0.768397227512006
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdn,26,37,63,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.55042017 0.55882353 0.53781513 0.52521008 0.57627119],0.463888888888889,0.5,0.54769392033543,0.580479452054795,0.570707070707071,0.587542087542088,0.493438320209974,0.513661202185792,0.463045290358433,0.547738693467337,0.615819209039548,0.501898675558025,0.556753980482794,0.568134171907757,0.54769392033543
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.52521008 0.48739496 0.52521008 0.5210084  0.52542373],0.533333333333333,0.580555555555556,0.540356394129979,0.538079470198676,0.547138047138047,0.53030303030303,0.543478260869565,0.555555555555556,0.533333333333333,0.581717451523546,0.583333333333333,0.580555555555556,0.547237996902426,0.555555555555556,0.540356394129979
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.56722689 0.54201681 0.52941176 0.55932203],0.538888888888889,0.525,0.545073375262054,0.614938361131254,0.713804713804714,0.553030303030303,0.602870813397129,0.684782608695652,0.535573122529644,0.57356608478803,0.653409090909091,0.527791501976284,0.605095541401274,0.69706498951782,0.545073375262055
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70138889 0.74305556 0.71527778 0.70138889 0.72535211],0.506276150627615,0.514644351464435,0.762541806020067,0.930939226519337,0.938718662952646,0.930362116991644,0.549618320610687,0.610169491525424,0.507564084605687,0.524590163934426,0.621359223300971,0.527591376356368,0.769105691056911,0.81551724137931,0.764089789520824
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.64583333 0.65492958 0.76760563 0.67605634 0.76760563],0.582278481012658,0.518987341772152,0.784991568296796,0.940509915014164,0.932584269662921,0.941011235955056,0.614785992217899,0.652892561983471,0.580756625819322,0.551181102362205,0.56,0.516607142857143,0.790468364831553,0.799003322259136,0.784775633732308
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.71875    0.65625    0.73404255 0.70212766 0.73404255],0.531645569620253,0.436708860759494,0.662025316455696,0.778723404255319,0.772151898734177,0.780590717299578,0.574712643678161,0.632911392405063,0.531645569620253,0.497175141242938,0.556962025316456,0.436708860759494,0.674786845310597,0.70126582278481,0.662025316455696
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.65104167 0.66666667 0.60526316 0.63157895 0.68421053],0.578616352201258,0.594339622641509,0.793710691823899,0.931506849315069,0.926624737945493,0.931865828092243,0.567741935483871,0.594594594594595,0.579650238473768,0.628242074927954,0.637426900584795,0.590822293829813,0.795765877957659,0.802763819095477,0.793699289900384
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.73263889 0.71678322 0.72727273 0.68531469 0.65034965],0.596638655462185,0.542016806722689,0.740566037735849,0.792263610315186,0.772346368715084,0.797486033519553,0.641791044776119,0.716666666666667,0.595621468926554,0.579150579150579,0.635593220338983,0.542796610169491,0.742589703588144,0.748427672955975,0.740566037735849
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.70979021 0.71328671 0.68181818 0.6993007  0.6584507 ],0.491666666666667,0.516666666666667,0.719077568134172,0.792189679218968,0.795518207282913,0.791316526610644,0.478632478632479,0.504504504504504,0.492562329771632,0.576642335766423,0.612403100775194,0.5089042530903,0.72399588053553,0.736897274633124,0.719077568134172
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svd,8,96,104, zones, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.74468085 0.79787234 0.72340426 0.72340426 0.65957447],0.621794871794872,0.602564102564102,0.797953964194373,0.920770877944325,0.914893617021277,0.921276595744681,0.706467661691542,0.825581395348837,0.598504983388704,0.659340659340659,0.8,0.609876543209877,0.814117647058824,0.873737373737374,0.796972313811692
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.52604167 0.5625     0.546875   0.56315789 0.53684211],0.562893081761006,0.534591194968553,0.611180904522613,0.665995975855131,0.692468619246862,0.652719665271967,0.599423631123919,0.675324675324675,0.566320874247703,0.574712643678161,0.595238095238095,0.530952380952381,0.633510953226761,0.66875,0.610890151515152
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78819444 0.73776224 0.77272727 0.8006993  0.75874126],0.521008403361345,0.521008403361345,0.844339622641509,0.951714485654304,0.949720670391062,0.9518156424581,0.612244897959184,0.756302521008403,0.521008403361344,0.604166666666667,0.73109243697479,0.521008403361345,0.852312282446544,0.89832285115304,0.844339622641509
ensemble_model_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.85416667 0.81052632 0.87894737 0.8        0.81578947],0.514195583596215,0.539432176656151,0.810844892812106,1,1,1,0.616915422885572,0.810457516339869,0.524131197194325,0.645631067961165,0.826086956521739,0.534838350055741,0.830124575311438,0.927848101265823,0.811285859678138
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.71527778 0.72535211 0.67605634 0.79577465],0.525210084033613,0.42436974789916,0.739495798319328,0.914285714285714,0.896358543417367,0.915966386554622,0.586080586080586,0.64,0.519115044247788,0.505415162454873,0.573770491803279,0.420505935556812,0.752,0.778145695364238,0.738902199217955
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.6875     0.80208333 0.6875     0.75       0.75      ],0.45,0.50625,0.73875,0.909871244635193,0.883333333333333,0.9125,0.50561797752809,0.50561797752809,0.442949833834467,0.526946107784431,0.530120481927711,0.505319981223596,0.7422934648582,0.730582524271845,0.739002602342108
ensemble_model_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.45833333 0.53521127 0.46478873 0.49295775],0.512605042016807,0.491596638655462,0.800840336134454,1,1,1,0.516666666666667,0.539130434782609,0.513467656415695,0.476190476190476,0.458333333333333,0.491878531073446,0.8,0.800675675675676,0.800839510078641
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52083333 0.54201681 0.5210084  0.52941176 0.50840336],0.516759776536313,0.494413407821229,0.520440251572327,0.646947765890497,0.86241610738255,0.529362416107382,0.616407982261641,0.763736263736264,0.51254995004995,0.598669623059867,0.767045454545455,0.498907342657343,0.632677639502208,0.825995807127883,0.520440251572327
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.67132867 0.6993007  0.72377622 0.71126761],0.5125,0.504166666666667,0.869496855345912,0.990838618745596,0.984593837535014,0.990896358543417,0.597938144329897,0.73109243697479,0.514306549065907,0.567272727272727,0.644628099173554,0.50298631849434,0.87455919395466,0.909853249475891,0.869496855345912
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.48951049 0.45454545 0.51748252 0.46478873],0.516666666666667,0.533333333333333,0.880503144654088,1,1,1,0.5,0.513274336283186,0.516479687826632,0.555555555555556,0.551181102362205,0.532227719322695,0.880753138075314,0.882599580712788,0.880503144654088
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svd,16,42,58,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.77777778 0.80769231 0.72727273 0.77272727 0.81468531],0.596638655462185,0.579831932773109,0.853249475890985,0.940340909090909,0.924581005586592,0.941340782122905,0.60655737704918,0.621848739495798,0.596638655462185,0.6,0.630252100840336,0.579831932773109,0.852786540483701,0.850104821802935,0.853249475890985
ensemble_model_N32_B34_E66_nb_zones_10_lab_svd,32,34,66,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.93277311 0.94537815 0.8907563  0.95798319 0.93277311],0.534818941504178,0.596100278551532,0.833333333333333,0.994957983193277,0.994957983193277,0.994957983193277,0.595641646489104,0.702857142857143,0.538928571428571,0.655581947743468,0.75,0.592142857142857,0.842885375494071,0.894129979035639,0.833333333333333
svm_model_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.51041667 0.61458333 0.59375    0.53125   ],0.56875,0.59375,0.5775,0.550660792951542,0.520833333333333,0.575,0.530612244897959,0.541666666666667,0.566287878787879,0.585987261146497,0.541176470588235,0.597254901960784,0.554089709762533,0.52896725440806,0.577138714052665
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.65546218 0.64285714 0.64705882 0.65546218 0.62288136],0.591666666666667,0.641666666666667,0.65146750524109,0.691024622716442,0.732323232323232,0.672558922558923,0.62015503875969,0.648648648648649,0.59003861003861,0.64066852367688,0.657142857142857,0.642084942084942,0.668329177057357,0.70230607966457,0.65146750524109
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.76736111 0.78125    0.77272727 0.76573427 0.77972028],0.60337552742616,0.59915611814346,0.878406708595388,0.970159611380986,0.97489539748954,0.970013947001395,0.649253731343284,0.701612903225807,0.598594062232372,0.644194756554307,0.761061946902655,0.606337425064231,0.882591093117409,0.914046121593291,0.878406708595388
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.49305556 0.54861111 0.55555556 0.51388889 0.56338028],0.527196652719665,0.451882845188285,0.530100334448161,0.468227424749164,0.389972144846797,0.557103064066852,0.443349753694581,0.348837209302326,0.542600422832981,0.354679802955665,0.310344827586207,0.447855340622372,0.440239043824701,0.365894039735099,0.531764587435117
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.60839161 0.61538462 0.63986014 0.67832168 0.63028169],0.645833333333333,0.620833333333333,0.634696016771488,0.625987078248385,0.610644257703081,0.63515406162465,0.554973821989529,0.473214285714286,0.635044642857143,0.560386473429952,0.453125,0.6328125,0.610831937465103,0.573375262054507,0.634696016771488
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.71875    0.63541667 0.72340426 0.69148936 0.60638298],0.443037974683544,0.424050632911392,0.722784810126582,0.916317991631799,0.924050632911392,0.915611814345992,0.45679012345679,0.468354430379747,0.443037974683544,0.485875706214689,0.5375,0.422596153846154,0.731946144430845,0.755050505050505,0.722702917499872
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdn,4,98,102,6, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.50694444 0.57042254 0.54225352 0.51408451 0.6056338 ],0.527426160337553,0.485232067510549,0.63743676222597,0.726256983240223,0.730337078651685,0.724719101123595,0.540983606557377,0.584070796460177,0.52993862403654,0.491666666666667,0.51304347826087,0.486029935851746,0.641666666666667,0.659246575342466,0.637762822554954
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdne,8,46,54,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.74305556 0.75347222 0.71678322 0.73426573 0.6958042 ],0.506329113924051,0.590717299578059,0.876834381551363,0.985345429169574,0.98465829846583,0.985355648535565,0.541176470588235,0.58974358974359,0.507371794871795,0.636704119850187,0.708333333333333,0.589209401709402,0.879795396419437,0.90146750524109,0.876834381551363
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.546875   0.58333333 0.515625   0.52083333 0.578125  ],0.553125,0.49375,0.764375,0.924843423799582,0.922916666666667,0.925,0.537216828478964,0.538961038961039,0.552613049601001,0.50609756097561,0.482558139534884,0.49465744814582,0.763636363636364,0.755583126550868,0.76444143733085
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,708,236,236,0.6,0.2,0.2, [0.61971831 0.70422535 0.70422535 0.71830986 0.68571429],0.593220338983051,0.550847457627119,0.777118644067797,0.914205344585091,0.918079096045198,0.913841807909604,0.630769230769231,0.650793650793651,0.589033189033189,0.604477611940298,0.669421487603306,0.547754222062522,0.78773204196933,0.81198003327787,0.776456337882458
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdn,40,30,70,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.58333333 0.58333333 0.62631579 0.59473684 0.58947368],0.506289308176101,0.512578616352201,0.80377358490566,1,1,1,0.53134328358209,0.597315436241611,0.511675469600095,0.548104956268222,0.576687116564417,0.510924203443499,0.808823529411765,0.836501901140684,0.804018740832515
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.57291667 0.546875   0.59473684 0.58947368 0.61052632],0.547169811320755,0.550314465408805,0.815723270440252,0.993697478991597,0.991614255765199,0.993710691823899,0.538461538461538,0.545454545454545,0.547117516629712,0.583090379008746,0.598802395209581,0.547745568465718,0.817672682016179,0.823308270676692,0.81569453937875
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.7875     0.79166667 0.78991597 0.78571429 0.75630252],0.507002801120448,0.532212885154062,0.820230607966457,1,1,1,0.524324324324324,0.587878787878788,0.512689393939394,0.607058823529412,0.671875,0.520785984848485,0.827551533433886,0.862683438155136,0.820230607966457
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.640625   0.671875   0.65625    0.64210526],0.539184952978056,0.517241379310345,0.781328320802005,0.950617283950617,0.964509394572025,0.949895615866388,0.590529247910864,0.650306748466258,0.53669183577159,0.549707602339181,0.622516556291391,0.522567801955219,0.791392707710699,0.834804539722573,0.781661298503877
ensemble_model_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.4375     0.42708333 0.45744681 0.5106383  0.56382979],0.430379746835443,0.537974683544304,0.793670886075949,1,1,1,0.415584415584416,0.444444444444444,0.431524547803618,0.552147239263804,0.535714285714286,0.538127413127413,0.793931731984829,0.798982188295165,0.793697643265971
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102, zones, lab, svdn,708,236,236,0.6,0.2,0.2, [0.52112676 0.46478873 0.52112676 0.52112676 0.54285714],0.51271186440678,0.453389830508475,0.785593220338983,0.987306064880113,0.988700564971751,0.98728813559322,0.534412955465587,0.523809523809524,0.511904761904762,0.473469387755102,0.513274336283186,0.455824160011512,0.789342214820982,0.799325463743676,0.785523038515791
svm_model_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58,12, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72727273 0.73426573 0.69230769 0.69230769 0.74475524],0.393305439330544,0.439330543933054,0.85272536687631,0.998603351955307,1,0.998601398601399,0.417670682730924,0.448275862068966,0.394869638351556,0.48062015503876,0.504065040650406,0.43737734791141,0.855079938112429,0.868972746331237,0.85272536687631
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.52631579 0.59473684 0.60526316 0.57368421 0.56315789],0.544303797468354,0.477848101265823,0.549304677623262,0.598409542743539,0.633684210526316,0.574736842105263,0.595505617977528,0.654320987654321,0.541446208112875,0.52991452991453,0.596153846153846,0.479326923076923,0.583771161704612,0.630517023959647,0.549098816162333
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svd,32,34,66,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.89166667 0.91666667 0.91596639 0.86134454 0.88655462],0.509803921568627,0.529411764705882,0.819706498951782,0.999161777032691,0.998324958123953,0.999162479061976,0.633123689727463,0.893491124260355,0.529192370640816,0.655737704918033,0.851063829787234,0.511330731461664,0.840593141797961,0.950733752620545,0.819706498951782
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.65972222 0.68055556 0.56944444 0.66901408],0.464435146443515,0.464435146443515,0.686454849498328,0.840268456375839,0.871866295264624,0.834261838440111,0.542857142857143,0.59375,0.454532657657658,0.518796992481203,0.584745762711864,0.465926600364197,0.709527498063517,0.75702479338843,0.685618995678986
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.85       0.82083333 0.79166667 0.825      0.83613445],0.529577464788732,0.594366197183099,0.836477987421384,0.999164578111947,0.998330550918197,0.999165275459098,0.607058823529412,0.754385964912281,0.537519069412662,0.67420814479638,0.809782608695652,0.586177854055428,0.848837209302326,0.918238993710692,0.836477987421384
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.44444444 0.44444444 0.45833333 0.54861111],0.520833333333333,0.504166666666667,0.805,1,1,1,0.502164502164502,0.552380952380952,0.524338624338624,0.536964980544747,0.522727272727273,0.502104377104377,0.806291390728477,0.815745393634841,0.805053459669825
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.87815126 0.80252101 0.84453782 0.83193277 0.84745763],0.55,0.547222222222222,0.823899371069182,0.990685859441152,0.984848484848485,0.990740740740741,0.635135135135135,0.805714285714286,0.556911196911197,0.656842105263158,0.843243243243243,0.538764478764479,0.84,0.924528301886792,0.823899371069182
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.75416667 0.7625     0.7875     0.71666667 0.77731092],0.461971830985916,0.504225352112676,0.748427672955975,0.90512174643157,0.89983305509182,0.90567612687813,0.535279805352798,0.617977528089888,0.4615311369263,0.56,0.632768361581921,0.504586427981972,0.76023976023976,0.79769392033543,0.748427672955975
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.51041667 0.54166667 0.63541667 0.60416667],0.5125,0.48125,0.78875,0.983402489626556,0.9875,0.983333333333333,0.486842105263158,0.513888888888889,0.512626262626263,0.450331125827815,0.441558441558442,0.479815365357534,0.784713375796178,0.791773778920309,0.788830928389595
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.61538462 0.63636364 0.59090909 0.62587413 0.55985915],0.591666666666667,0.604166666666667,0.634171907756813,0.65244322092223,0.663865546218487,0.646358543417367,0.554545454545455,0.525862068965517,0.589543937708565,0.553990610328639,0.475806451612903,0.608592880978865,0.629904559915164,0.622641509433962,0.634171907756813
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.5625     0.52083333 0.45774648 0.48591549],0.495798319327731,0.504201680672269,0.518456375838926,0.557894736842105,0.592178770949721,0.53072625698324,0.491525423728814,0.453125,0.499289772727273,0.508333333333333,0.521367521367521,0.504485413576323,0.535598705501618,0.548922056384743,0.518094304932609
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdn,4,98,102,6, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.5        0.51408451 0.42253521 0.53521127 0.47183099],0.481012658227848,0.535864978902954,0.8035413153457,1,1,1,0.438356164383562,0.470588235294118,0.479738562091503,0.53781512605042,0.533333333333333,0.535897435897436,0.800684345594525,0.809688581314879,0.803692974867966
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.72027972 0.63636364 0.63986014 0.67132867 0.65492958],0.516666666666667,0.558333333333333,0.667190775681342,0.701373825018077,0.679271708683473,0.71078431372549,0.508474576271186,0.504201680672269,0.51656365025349,0.558333333333333,0.553719008264463,0.558372109174248,0.658418504572351,0.641509433962264,0.667190775681342
svm_model_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.67361111 0.67361111 0.69444444 0.66666667 0.74305556],0.641666666666667,0.604166666666667,0.7,0.751043115438108,0.75,0.751388888888889,0.626086956521739,0.59504132231405,0.642058476283075,0.581497797356828,0.584070796460177,0.603059020277333,0.693877551020408,0.686868686868687,0.6998699869987
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55042017 0.53361345 0.5        0.57563025 0.55462185],0.479108635097493,0.515320334261838,0.528825995807128,0.581648522550544,0.628571428571429,0.547899159663865,0.54054054054054,0.607734806629834,0.478024706685704,0.553846153846154,0.606741573033708,0.516077968837296,0.56841094575132,0.620545073375262,0.528825995807128
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.859375   0.85416667 0.83684211 0.83157895 0.82631579],0.512578616352201,0.525157232704403,0.80503144654088,0.9958071278826,0.9958071278826,0.9958071278826,0.584450402144772,0.668711656441718,0.508549376607956,0.584022038567493,0.697368421052632,0.532419150285352,0.816568047337278,0.871212121212121,0.80528024606972
svm_model_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.875      0.70833333 0.82291667 0.87234043],0.59748427672956,0.641509433962264,0.771356783919598,0.876267748478702,0.903765690376569,0.872384937238494,0.636363636363636,0.674698795180723,0.593928344958782,0.654545454545455,0.710526315789474,0.644419784400761,0.781774580335731,0.819095477386935,0.771356783919598
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.62152778 0.57638889 0.66433566 0.59090909],0.466101694915254,0.495762711864407,0.759958071278826,0.855200543847723,0.876044568245125,0.851671309192201,0.54014598540146,0.582677165354331,0.456476197356064,0.540540540540541,0.642201834862385,0.506140287509933,0.771457085828343,0.810272536687631,0.759958071278826
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102,6, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.63888889 0.57746479 0.62676056 0.64084507 0.57042254],0.514767932489452,0.518987341772152,0.784991568296796,0.963687150837989,0.969101123595506,0.963483146067416,0.51063829787234,0.555555555555556,0.518087855297158,0.561538461538462,0.588709677419355,0.515593776762775,0.789430222956235,0.812925170068027,0.785225126840034
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.515625   0.56770833 0.56770833 0.58333333 0.52105263],0.589341692789969,0.517241379310345,0.821428571428571,1,1,1,0.59190031152648,0.620915032679739,0.59057799826758,0.541666666666667,0.579617834394904,0.518203978925847,0.823529411764706,0.842839036755387,0.821667349852291
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.57083333 0.62184874 0.55882353 0.55882353 0.55882353],0.516759776536313,0.460893854748603,0.808176100628931,1,1,1,0.57283950617284,0.617021276595745,0.511451814768461,0.511392405063291,0.594117647058823,0.467271589486859,0.816265060240964,0.852201257861635,0.808176100628931
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.47222222 0.47916667 0.5        0.51388889 0.53472222],0.483333333333333,0.466666666666667,0.776666666666667,0.977839335180055,0.980555555555556,0.977777777777778,0.491803278688525,0.487804878048781,0.48321867834063,0.443478260869565,0.428571428571429,0.466351829988194,0.775919732441472,0.770764119601329,0.776686407626752
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.58680556 0.66783217 0.64685315 0.63286713 0.67482517],0.57563025210084,0.600840336134454,0.660377358490566,0.693766937669377,0.715083798882682,0.684357541899441,0.645614035087719,0.786324786324786,0.579112806385534,0.682274247491639,0.84297520661157,0.59670127851946,0.685436893203883,0.740041928721174,0.660377358490566
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdn,26,37,63,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.54621849 0.5210084  0.52941176 0.52966102],0.5,0.508333333333333,0.812893081761006,1,1,1,0.528795811518325,0.526041666666667,0.498139880952381,0.498583569405099,0.523809523809524,0.509300595238095,0.814352574102964,0.820754716981132,0.812893081761006
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.67013889 0.69791667 0.72727273 0.73076923 0.70979021],0.476793248945148,0.455696202531646,0.851153039832285,0.978306508047586,0.97489539748954,0.978382147838215,0.540740740740741,0.61344537815126,0.476214214499359,0.48605577689243,0.516949152542373,0.455953567867825,0.854358974358974,0.873165618448637,0.851153039832285
ensemble_model_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.78125    0.83333333 0.80851064 0.82978723 0.77659574],0.537974683544304,0.575949367088608,0.80126582278481,0.964059196617336,0.962025316455696,0.964135021097046,0.596685082872928,0.701298701298701,0.542007375340709,0.621468926553672,0.714285714285714,0.579365079365079,0.811070998796631,0.861892583120205,0.801873609855842
ensemble_model_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.77777778 0.66666667 0.76760563 0.83098592 0.70422535],0.617647058823529,0.596638655462185,0.784033613445378,0.901685393258427,0.899159663865546,0.901960784313725,0.651340996168582,0.685483870967742,0.614671760045274,0.619047619047619,0.634146341463415,0.595334040296925,0.790204081632653,0.801324503311258,0.783768053703411
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.4625     0.5125     0.49159664 0.45378151 0.50420168],0.504201680672269,0.521008403361345,0.817610062893082,1,1,1,0.504201680672269,0.511363636363636,0.504300602712205,0.541554959785523,0.558011049723757,0.520482797589151,0.819126819126819,0.825995807127883,0.817610062893082
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.66666667 0.62916667 0.725      0.66386555 0.6512605 ],0.544943820224719,0.542134831460674,0.621069182389937,0.630111524163569,0.566889632107023,0.667224080267559,0.512048192771084,0.472222222222222,0.545770202020202,0.495356037151703,0.454545454545455,0.541161616161616,0.582322357019064,0.528301886792453,0.621069182389937
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.56666667 0.59166667 0.54621849 0.48319328 0.59663866],0.554621848739496,0.521008403361345,0.825995807127883,0.998322147651007,0.996649916247906,0.998324958123953,0.578249336870027,0.586021505376344,0.553244670816827,0.546419098143236,0.60233918128655,0.524287870213167,0.829393627954779,0.845911949685535,0.825995807127883
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.72916667 0.70833333 0.6875     0.72916667],0.5875,0.63125,0.675,0.730538922155689,0.7625,0.71875,0.541666666666667,0.506493506493506,0.584572054451573,0.609271523178808,0.541176470588235,0.637254901960784,0.673366834170854,0.666666666666667,0.675041876046901
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.62937063 0.59440559 0.66433566 0.62676056],0.554166666666667,0.629166666666667,0.827044025157233,0.904694167852063,0.890756302521008,0.906162464985994,0.552301255230126,0.611111111111111,0.559343434343434,0.664150943396226,0.666666666666667,0.625,0.827225130890052,0.828092243186583,0.827044025157233
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.48611111 0.5        0.52777778 0.43661972 0.46478873],0.474789915966386,0.521008403361345,0.793624161073825,0.99020979020979,0.988826815642458,0.990223463687151,0.48559670781893,0.508620689655172,0.475621820237422,0.521008403361345,0.525423728813559,0.521045197740113,0.794314381270903,0.802364864864865,0.793682432432433
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.5        0.50704225 0.5        0.52112676],0.512605042016807,0.533613445378151,0.809243697478992,1,1,1,0.524590163934426,0.533333333333333,0.512429378531073,0.51528384279476,0.51304347826087,0.532944503358077,0.808761583824768,0.810810810810811,0.809251559251559
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svd,32,34,66, zones, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95       0.94537815 0.94117647 0.94537815 0.93697479],0.594972067039106,0.578212290502793,0.844863731656184,1,1,1,0.632911392405063,0.694444444444444,0.594413233458177,0.621553884711779,0.696629213483146,0.578870162297129,0.850956696878147,0.885744234800839,0.844863731656184
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.82291667 0.84722222 0.78472222 0.75694444 0.78671329],0.527659574468085,0.497872340425532,0.868972746331237,0.985242445537597,0.974965229485396,0.985396383866481,0.584269662921348,0.65,0.525,0.531746031746032,0.582608695652174,0.49963768115942,0.871266735324408,0.886792452830189,0.868972746331237
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.75874126 0.68881119 0.73076923 0.72727273 0.72535211],0.558333333333333,0.545833333333333,0.856918238993711,0.959383753501401,0.959383753501401,0.959383753501401,0.629370629370629,0.692307692307692,0.546153846153846,0.600732600732601,0.745454545454545,0.561188811188811,0.862606945143432,0.89832285115304,0.856918238993711
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.69230769 0.66433566 0.71678322 0.71126761],0.525,0.5,0.825471698113208,0.931297709923664,0.939775910364146,0.930672268907563,0.598591549295775,0.714285714285714,0.526564344746163,0.574468085106383,0.669421487603306,0.49857629002014,0.834080717488789,0.877358490566038,0.825471698113208
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.78125    0.77083333 0.67708333 0.8125    ],0.625,0.55625,0.8025,0.944099378881988,0.95,0.94375,0.673913043478261,0.794871794871795,0.629143214509068,0.639593908629442,0.732558139534884,0.541954745443118,0.81712962962963,0.873762376237624,0.801780178017802
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.56770833 0.5625     0.51052632 0.53684211 0.49473684],0.531446540880503,0.518867924528302,0.809433962264151,0.998950682056663,0.9979035639413,0.99895178197065,0.54434250764526,0.589403973509934,0.534222944838799,0.520376175548589,0.51875,0.518868670886076,0.810506566604128,0.822335025380711,0.809546565059433
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.70833333 0.70833333 0.72222222 0.68055556],0.508333333333333,0.504166666666667,0.739166666666667,0.892045454545455,0.872222222222222,0.894444444444444,0.562962962962963,0.644067796610169,0.510558488469019,0.550943396226415,0.603305785123967,0.503333564830891,0.747376916868442,0.772954924874791,0.739222886730241
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.6875     0.68309859 0.69014085 0.71126761],0.57563025210084,0.630252100840336,0.677310924369748,0.737550471063257,0.767507002801121,0.726890756302521,0.580912863070539,0.603448275862069,0.576314301865461,0.645161290322581,0.695652173913043,0.632378932484977,0.688311688311688,0.72108843537415,0.67781996519538
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdn,40,30,70,8, low_bits_4_shifted_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.62105263 0.55263158 0.58421053 0.60526316],0.537974683544304,0.509493670886076,0.809102402022756,0.998946259220232,0.997894736842105,0.998947368421053,0.570588235294118,0.60625,0.537099358974359,0.558404558404558,0.590361445783132,0.505180722891566,0.815853658536585,0.835205992509363,0.808768169109995
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.69791667 0.625      0.60638298 0.62765957 0.64893617],0.518987341772152,0.588607594936709,0.767088607594937,0.909853249475891,0.915611814345992,0.909282700421941,0.486486486486486,0.428571428571429,0.525096525096525,0.557823129251701,0.488095238095238,0.59539897039897,0.761658031088083,0.725925925925926,0.768157768157768
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.61111111 0.60069444 0.63986014 0.62237762 0.60839161],0.611814345991561,0.616033755274262,0.832809224318658,0.904895104895105,0.902370990237099,0.905160390516039,0.637795275590551,0.698275862068966,0.613600740951838,0.656603773584906,0.71900826446281,0.613814477058991,0.836326321190354,0.854297693920335,0.832809224318658
svm_model_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.925      0.91176471 0.90756303 0.90756303 0.93277311],0.581005586592179,0.572625698324022,0.809748427672956,0.949664429530201,0.949664429530201,0.949664429530201,0.623115577889447,0.663101604278075,0.577164837226757,0.57617728531856,0.608187134502924,0.574147043187291,0.813941568426448,0.832285115303983,0.809748427672956
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.56770833 0.53645833 0.47395833 0.53125    0.57291667],0.5375,0.559375,0.81375,0.990595611285266,0.9875,0.990625,0.531645569620253,0.528301886792453,0.537442868862065,0.584070796460177,0.611111111111111,0.558720112517581,0.815136476426799,0.820224719101124,0.813741896471713
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.65104167 0.61979167 0.61578947 0.63684211 0.57894737],0.578616352201258,0.487421383647799,0.812578616352201,0.998950682056663,0.9979035639413,0.99895178197065,0.61046511627907,0.593220338983051,0.576752013463157,0.495356037151703,0.559440559440559,0.494005994005994,0.816049382716049,0.829360100376412,0.812536292306743
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.75347222 0.8006993  0.78671329 0.79370629 0.81818182],0.563025210084034,0.567226890756302,0.856918238993711,0.953389830508475,0.942737430167598,0.95391061452514,0.551724137931034,0.533333333333333,0.563276836158192,0.565400843881857,0.567796610169492,0.567231638418079,0.855172413793103,0.844863731656184,0.856918238993711
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.70833333 0.65972222 0.71830986 0.79577465 0.76056338],0.630252100840336,0.588235294117647,0.792436974789916,0.913719943422914,0.904761904761905,0.914565826330532,0.607142857142857,0.596491228070175,0.62889077532541,0.577586206896552,0.572649572649573,0.58797767888677,0.787618228718831,0.77891156462585,0.792279702578706
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5125     0.46666667 0.53333333 0.49579832 0.5       ],0.480337078651685,0.51123595505618,0.811844863731656,1,1,1,0.454277286135693,0.4375,0.479861111111111,0.494186046511628,0.472222222222222,0.511679292929293,0.808940926024481,0.79664570230608,0.811844863731656
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66,10, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6375     0.62184874 0.62184874 0.60504202 0.64705882],0.611731843575419,0.611731843575419,0.784067085953878,0.886824324324324,0.880872483221476,0.88758389261745,0.582582582582583,0.551136363636364,0.610733016983017,0.566978193146417,0.5,0.613636363636364,0.775843307943417,0.747379454926625,0.784067085953878
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.625      0.76041667 0.70833333 0.73958333 0.75      ],0.61875,0.54375,0.7025,0.792828685258964,0.829166666666667,0.783333333333333,0.651428571428571,0.662790697674419,0.615179132620993,0.621761658031088,0.681818181818182,0.528409090909091,0.726436781609195,0.763285024154589,0.700295361818227
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,1434,478,478,0.6,0.2,0.2, [0.71180556 0.72569444 0.73076923 0.75524476 0.73426573],0.535864978902954,0.573839662447257,0.864255765199161,0.966339410939691,0.96094839609484,0.96652719665272,0.495412844036697,0.457627118644068,0.535536248397664,0.566523605150215,0.554621848739496,0.573921093861273,0.862013851891316,0.848008385744235,0.864255765199161
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdne,4,98,102,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.75       0.71527778 0.70833333 0.61971831],0.531380753138075,0.535564853556485,0.653010033444816,0.729577464788732,0.721448467966574,0.732590529247911,0.521367521367521,0.5,0.532051282051282,0.531645569620253,0.516393442622951,0.535974499089253,0.648602878916173,0.635157545605307,0.653160560323733
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78472222 0.7972028  0.78321678 0.74125874 0.80769231],0.638655462184874,0.579831932773109,0.878406708595388,0.967605633802817,0.959497206703911,0.967877094972067,0.656,0.706896551724138,0.640333521763708,0.609375,0.639344262295082,0.578292820802713,0.879543094496365,0.887840670859539,0.878406708595388
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52430556 0.52097902 0.51748252 0.51048951 0.5       ],0.525210084033613,0.483193277310924,0.874737945492663,0.9979035639413,0.997206703910614,0.997905027932961,0.538775510204082,0.528,0.525061946902655,0.476595744680851,0.495575221238938,0.483787610619469,0.874934589220303,0.876310272536688,0.874737945492663
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.55729167 0.515625   0.53684211 0.56842105 0.52631579],0.562893081761006,0.544025157232704,0.821383647798742,1,1,1,0.574923547400612,0.583850931677019,0.562626102781185,0.551083591331269,0.574193548387097,0.54476548584999,0.822942643391521,0.832282471626734,0.821410997419389
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.6875     0.64583333 0.6875     0.71875    0.69791667],0.56875,0.55,0.75125,0.875536480686695,0.85,0.879166666666667,0.614525139664805,0.723684210526316,0.576127819548872,0.617021276595745,0.682352941176471,0.541176470588235,0.761104441776711,0.790523690773067,0.751151569697311
svm_model_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.96315789 0.94210526 0.94210526 0.96842105 0.96808511],0.594936708860759,0.664556962025316,0.850632911392405,0.99789029535865,0.99789029535865,0.99789029535865,0.625730994152047,0.681528662420382,0.595481312342266,0.690058479532164,0.761290322580645,0.666359447004608,0.855392156862745,0.888040712468193,0.850821363790772
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.42361111 0.47222222 0.45070423 0.42253521],0.478991596638655,0.453781512605042,0.783557046979866,0.994397759103642,0.991620111731844,0.994413407821229,0.46551724137931,0.435483870967742,0.480899830220713,0.453781512605042,0.482142857142857,0.455357142857143,0.782094594594595,0.779461279461279,0.78354334876074
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.65277778 0.72222222 0.6971831  0.73239437 0.71830986],0.53781512605042,0.533613445378151,0.786554621848739,0.953191489361702,0.941176470588235,0.953781512605042,0.595588235294118,0.618320610687023,0.528786473567811,0.539419087136929,0.65,0.54963768115942,0.791461412151067,0.819727891156463,0.786940357538364
svm_model_N8_B96_E104_nb_zones_6_lab_svd,8,96,104,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.76388889 0.77083333 0.74305556 0.69444444 0.74305556],0.575,0.641666666666667,0.720833333333333,0.807339449541284,0.855555555555556,0.795833333333333,0.613636363636364,0.680672268907563,0.575873324536426,0.690647482014388,0.755905511811024,0.634589924047105,0.743295019157088,0.8003300330033,0.72003033636697
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.78125    0.76041667 0.75       0.82978723],0.509433962264151,0.60377358490566,0.802763819095477,0.966386554621849,0.96234309623431,0.96652719665272,0.580645161290323,0.642857142857143,0.501428571428571,0.651933701657459,0.728395061728395,0.601377018043685,0.813760379596679,0.849009900990099,0.802055970903213
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svd,8,96,104,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.80208333 0.75       0.82978723 0.75531915],0.468354430379747,0.487341772151899,0.728535353535353,0.892703862660944,0.873949579831933,0.894957983193277,0.493975903614458,0.539473684210526,0.470956354300385,0.531791907514451,0.575,0.486217948717949,0.732919254658385,0.748730964467005,0.728636839017422
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svd,32,34,66,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81932773 0.87394958 0.86134454 0.85714286 0.84033613],0.562674094707521,0.596100278551532,0.840670859538784,0.998316498316498,0.996638655462185,0.998319327731092,0.625298329355609,0.723756906077348,0.561316655285865,0.67706013363029,0.853932584269663,0.598237010366876,0.852140077821012,0.918238993710692,0.840670859538784
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.55555556 0.47887324 0.55633803 0.51408451],0.554621848739496,0.491596638655462,0.596638655462185,0.605304212168487,0.543417366946779,0.645658263305322,0.475247524752475,0.417391304347826,0.550159066808059,0.485106382978723,0.467213114754098,0.492227247032222,0.554730983302412,0.503367003367003,0.596482159401623
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.81666667 0.86554622 0.83193277 0.84033613 0.81092437],0.567039106145251,0.53072625698324,0.830712788259958,1,1,1,0.593175853018373,0.634831460674157,0.567415730337079,0.586206896551724,0.661111111111111,0.529993757802747,0.836786255684689,0.867924528301887,0.830712788259958
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdne,4,98,102,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.6875     0.71527778 0.65972222 0.73611111 0.67361111],0.533333333333333,0.575,0.809166666666667,0.979367262723521,0.988888888888889,0.979166666666667,0.540983606557377,0.564102564102564,0.534083802376485,0.571428571428571,0.56198347107438,0.575109382596014,0.810587262200165,0.819397993311037,0.809200657785086
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.8625     0.92916667 0.87815126 0.87815126 0.85294118],0.563025210084034,0.571428571428571,0.836477987421384,0.997481108312342,0.994974874371859,0.99748743718593,0.654867256637168,0.822222222222222,0.560828625235405,0.67237687366167,0.887005649717514,0.574058380414313,0.852132701421801,0.942348008385744,0.836477987421384
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102,4, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.51041667 0.5        0.41489362 0.44680851],0.481012658227848,0.556962025316456,0.521464646464646,0.539553752535497,0.558823529411765,0.523109243697479,0.517647058823529,0.523809523809524,0.478120978120978,0.583333333333333,0.563218390804598,0.556257082726242,0.543922984356197,0.552567237163814,0.520408944952664
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.7605042  0.72689076 0.79831933 0.76470588 0.74369748],0.559888579387187,0.543175487465181,0.822327044025157,0.985750209555742,0.988235294117647,0.985714285714285,0.625592417061611,0.721311475409836,0.556678464977645,0.57948717948718,0.642045454545455,0.545066443119722,0.830922693266833,0.873165618448637,0.822327044025157
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.62237762 0.61188811 0.64335664 0.53846154 0.57394366],0.591666666666667,0.595833333333333,0.859538784067086,0.948843728100911,0.948179271708683,0.948879551820728,0.588235294117647,0.642201834862385,0.595910077736536,0.628352490421456,0.625954198473282,0.592793612998109,0.860851505711319,0.868972746331237,0.859538784067086
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svd,8,96,104,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.8125     0.73958333 0.84375    0.85106383],0.566037735849057,0.553459119496855,0.780150753768844,0.925053533190578,0.903765690376569,0.926778242677824,0.560509554140127,0.586666666666667,0.567142857142857,0.559006211180124,0.592105263157895,0.555088776157261,0.777070063694267,0.782051282051282,0.780188202601996
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.80208333 0.73958333 0.80208333 0.69148936],0.446540880503145,0.509433962264151,0.770100502512563,0.9648033126294,0.97489539748954,0.964435146443515,0.50561797752809,0.608108108108108,0.456995230524642,0.59375,0.633333333333333,0.490579710144927,0.785463071512309,0.831265508684863,0.769322321772457
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.63286713 0.67482517 0.62587413 0.64685315 0.6584507 ],0.475,0.445833333333333,0.833857442348008,0.959212376933896,0.955182072829131,0.959383753501401,0.483606557377049,0.475806451612903,0.474972191323693,0.452674897119342,0.474137931034483,0.44674638487208,0.833944473546359,0.834381551362683,0.833857442348008
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.66666667 0.6875     0.71126761 0.72535211],0.584033613445378,0.546218487394958,0.659395973154362,0.720112517580872,0.715083798882682,0.722067039106145,0.65017667844523,0.702290076335878,0.570771206392238,0.574803149606299,0.598360655737705,0.544869983041266,0.674679487179487,0.689034369885434,0.658630782188844
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.77777778 0.75694444 0.8125     0.78472222 0.81944444],0.6,0.620833333333333,0.801666666666667,0.927038626609442,0.9,0.929166666666667,0.633587786259542,0.71551724137931,0.603726362625139,0.669090909090909,0.73015873015873,0.615079365079365,0.807443365695793,0.82890365448505,0.801575573061923
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.546875   0.54736842 0.52105263 0.56315789 0.51578947],0.55205047318612,0.542586750788643,0.807692307692308,0.98109243697479,0.98109243697479,0.98109243697479,0.56441717791411,0.567901234567901,0.551692552767821,0.556574923547401,0.587096774193548,0.543548387096774,0.809968847352025,0.819672131147541,0.807692307692308
ensemble_model_N8_B96_E104_nb_zones_6_lab_svd,8,96,104,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.78472222 0.79166667 0.76056338 0.78169014 0.77464789],0.642857142857143,0.672268907563025,0.822689075630252,0.932773109243698,0.932773109243698,0.932773109243698,0.701754385964912,0.862068965517241,0.648247597512719,0.731034482758621,0.841269841269841,0.661706349206349,0.836307214895268,0.89983305509182,0.822166950557754
svm_model_N4_B98_E102_nb_zones_8_lab_svd,4,98,102,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.69270833 0.703125   0.75263158 0.7        0.72105263],0.70125786163522,0.650943396226415,0.706289308176101,0.738214643931795,0.771488469601677,0.726415094339623,0.709480122324159,0.729559748427673,0.70125786163522,0.664652567975831,0.683229813664596,0.650532104284527,0.717824773413897,0.745294855708908,0.706190933529107
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.46875    0.4375     0.55319149 0.46808511 0.4787234 ],0.430379746835443,0.518987341772152,0.788607594936709,0.997885835095137,0.9957805907173,0.99789029535865,0.457831325301205,0.417582417582418,0.432671805806134,0.542168674698795,0.555555555555556,0.518037518037518,0.792546583850932,0.779951100244499,0.788925681355845
ensemble_model_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.76041667 0.69444444 0.70629371 0.68531469 0.72027972],0.535864978902954,0.489451476793249,0.878930817610063,1,1,1,0.598540145985401,0.666666666666667,0.530701754385965,0.51792828685259,0.570175438596491,0.492404792468977,0.88208269525268,0.905660377358491,0.878930817610063
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,480,160,160,0.6,0.2,0.2, [0.8125     0.76041667 0.76041667 0.69791667 0.80208333],0.53125,0.475,0.7875,0.977035490605428,0.975,0.977083333333333,0.581005586592179,0.693333333333333,0.54078431372549,0.543478260869565,0.602409638554217,0.470035988108277,0.798099762470309,0.844221105527638,0.787782194554864
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102,6, low_bits_4, svdn,708,236,236,0.6,0.2,0.2, [0.56338028 0.58450704 0.54225352 0.68309859 0.60714286],0.495762711864407,0.538135593220339,0.806779661016949,1,1,1,0.480349344978166,0.458333333333333,0.496408045977012,0.528138528138528,0.491935483870968,0.540610599078341,0.804794520547945,0.785953177257525,0.8070659357078
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,714,238,238,0.6,0.2,0.2, [0.73611111 0.71527778 0.74647887 0.81690141 0.74647887],0.504201680672269,0.533613445378151,0.768067226890756,0.931785195936139,0.899159663865546,0.934173669467787,0.559701492537313,0.657894736842105,0.510398981324278,0.561264822134387,0.596638655462185,0.533613445378151,0.771900826446281,0.791525423728814,0.768262711864407
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.55208333 0.43617021 0.42553191 0.55319149],0.518987341772152,0.588607594936709,0.568354430379747,0.570815450643777,0.561181434599156,0.578059071729958,0.568181818181818,0.588235294117647,0.513295729250604,0.545454545454545,0.527027027027027,0.584942084942085,0.565605095541401,0.560606060606061,0.568374096292878
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.4789916  0.46638655 0.57142857 0.49576271],0.538888888888889,0.488888888888889,0.816561844863732,1,1,1,0.528409090909091,0.510989010989011,0.539202370663045,0.458823529411765,0.438202247191011,0.488331892826275,0.813829787234043,0.80188679245283,0.816561844863732
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72027972 0.69230769 0.70979021 0.66783217 0.63986014],0.556485355648536,0.556485355648536,0.865303983228511,0.968814968814969,0.977622377622378,0.968531468531468,0.618705035971223,0.688,0.550140350877193,0.5859375,0.657894736842105,0.560947368421053,0.870005058168943,0.90146750524109,0.865303983228511
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.74479167 0.67708333 0.70526316 0.65263158 0.7       ],0.518867924528302,0.525157232704403,0.778616352201258,0.95,0.955974842767296,0.949685534591195,0.573816155988858,0.613095238095238,0.513214285714286,0.53822629969419,0.571428571428571,0.526567944250871,0.786148238153098,0.809762202753442,0.778458851060665
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.71527778 0.70138889 0.74305556 0.75694444 0.71527778],0.541666666666667,0.525,0.798333333333333,0.974719101123596,0.963888888888889,0.975,0.58955223880597,0.652892561983471,0.54073199527745,0.574626865671642,0.626016260162602,0.52240983948301,0.806089743589744,0.832781456953642,0.798102137872794
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.47916667 0.5        0.54255319 0.4787234 ],0.5,0.443037974683544,0.776515151515152,0.978991596638655,0.978991596638655,0.978991596638656,0.496815286624204,0.513157894736842,0.500481386392811,0.435897435897436,0.441558441558442,0.443001443001443,0.775665399239544,0.782608695652174,0.776591130868481
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.59375    0.54166667 0.51578947 0.62631579 0.57368421],0.528301886792453,0.534591194968553,0.80377358490566,0.985386221294363,0.989517819706499,0.985324947589098,0.53416149068323,0.56953642384106,0.530277193956458,0.551515151515152,0.572327044025157,0.534591194968553,0.806211180124224,0.824650571791614,0.80398157481237
ensemble_model_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.97368421 0.95263158 0.93157895 0.96315789 0.93157895],0.591772151898734,0.572784810126582,0.832490518331226,0.998946259220232,0.997894736842105,0.998947368421053,0.610271903323263,0.647435897435897,0.592467948717949,0.615384615384615,0.670807453416149,0.570887597675816,0.83752299202943,0.862373737373737,0.832452691471679
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.57916667 0.56666667 0.55416667 0.55       0.53781513],0.470422535211268,0.538028169014084,0.808176100628931,0.988274706867672,0.984974958263773,0.988313856427379,0.5,0.566265060240964,0.476254223242175,0.581632653061224,0.603174603174603,0.533515012430675,0.813455657492355,0.836477987421384,0.808176100628931
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdn,8,96,104,4, low_bits_4_shifted_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.42553191 0.55319149 0.5212766  0.5212766  0.57446809],0.487179487179487,0.474358974358974,0.567774936061381,0.637860082304527,0.659574468085106,0.625531914893617,0.466666666666667,0.514705882352941,0.490307486631016,0.453333333333333,0.435897435897436,0.474358974358974,0.569974554707379,0.587926509186352,0.568277469057016
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,954,318,318,0.6,0.2,0.2, [0.53125    0.5625     0.53157895 0.62105263 0.58421053],0.525157232704403,0.50314465408805,0.805660377358491,1,1,1,0.498338870431894,0.503355704697987,0.523867201461419,0.526946107784431,0.526946107784431,0.501883649918706,0.805538074260541,0.807061790668348,0.805663894079469
ensemble_model_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.90833333 0.89583333 0.91176471 0.87815126 0.91596639],0.65266106442577,0.621848739495798,0.860587002096436,0.994142259414226,0.994974874371859,0.994137353433836,0.66120218579235,0.6875,0.65314226519337,0.638069705093834,0.657458563535912,0.621342918131592,0.862461220268873,0.874213836477987,0.860587002096436
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svd,8,96,104, zones, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.68055556 0.72916667 0.6875     0.73239437],0.648535564853556,0.644351464435146,0.809364548494983,0.916073968705548,0.896935933147632,0.917827298050139,0.618181818181818,0.576271186440678,0.647639725451744,0.618834080717489,0.594827586206897,0.642942248388001,0.801047120418848,0.774030354131535,0.809071561808719
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.625      0.63020833 0.63541667 0.60416667 0.66666667],0.571875,0.534375,0.82125,1,1,1,0.595870206489676,0.647435897435897,0.573717948717949,0.549848942598187,0.561728395061728,0.53402875449289,0.824539877300614,0.842105263157895,0.821302008137551
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.46875    0.48958333 0.52083333 0.47916667],0.4625,0.525,0.7975,1,1,1,0.441558441558442,0.453333333333333,0.461960784313725,0.449275362318841,0.436619718309859,0.516062668143694,0.790155440414508,0.790155440414508,0.797251633250732
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.69747899 0.65546218 0.65966387 0.66806723 0.63135593],0.594444444444444,0.605555555555555,0.798218029350105,0.919368246051538,0.930976430976431,0.918350168350168,0.605405405405405,0.629213483146067,0.594826521792814,0.598870056497175,0.582417582417582,0.605815532781825,0.800207576543851,0.808176100628931,0.798218029350105
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.84375    0.86170213 0.82978723 0.82978723],0.544303797468354,0.60126582278481,0.759493670886076,0.885654885654886,0.89873417721519,0.883966244725738,0.544303797468354,0.558441558441558,0.544652877986211,0.627218934911243,0.736111111111111,0.612241602067183,0.764851485148515,0.800518134715026,0.760407582208998
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.56302521 0.53361345 0.48739496 0.52941176 0.55042017],0.512534818941504,0.47075208913649,0.80293501048218,0.990748528174937,0.989915966386555,0.990756302521008,0.525745257452575,0.527173913043478,0.512158385093168,0.483695652173913,0.508571428571429,0.47167701863354,0.804776739356178,0.812368972746331,0.80293501048218
svm_model_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.88333333 0.8625     0.83333333 0.85       0.81512605],0.484507042253521,0.51830985915493,0.813941299790356,0.999164578111947,0.998330550918197,0.999165275459098,0.552567237163814,0.631284916201117,0.483256094464195,0.571428571428571,0.647727272727273,0.51939436262062,0.822942643391521,0.864779874213837,0.813941299790356
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.55462185 0.54201681 0.56302521 0.50840336],0.565459610027855,0.50974930362117,0.820230607966457,0.990748528174937,0.989915966386555,0.990756302521008,0.576086956521739,0.582417582417582,0.565220090643819,0.519125683060109,0.536723163841808,0.510119823679146,0.821632865314612,0.828092243186583,0.820230607966457
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52083333 0.49583333 0.50416667 0.48739496 0.48319328],0.469101123595506,0.536516853932584,0.80398322851153,0.98330550918197,0.98494983277592,0.983277591973244,0.496,0.52247191011236,0.469101123595506,0.532577903682719,0.528089887640449,0.536516853932584,0.805815160955348,0.813417190775681,0.80398322851153
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.72916667 0.73958333 0.66666667 0.72916667],0.575,0.58125,0.67,0.704805491990847,0.641666666666667,0.73125,0.558441558441558,0.488636363636364,0.58459595959596,0.531468531468532,0.481012658227848,0.58001250195343,0.640326975476839,0.577395577395577,0.671649442641809
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.61805556 0.58680556 0.59090909 0.57692308 0.58741259],0.569620253164557,0.607594936708861,0.802410901467505,0.873611111111111,0.877266387726639,0.873082287308229,0.625,0.685483870967742,0.563980873536968,0.635294117647059,0.716814159292035,0.612439337710534,0.808337569903406,0.833333333333333,0.802410901467505
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102,8, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.72105263 0.73157895 0.72631579 0.71052632 0.71276596],0.496835443037975,0.518987341772152,0.660759493670886,0.775672981056829,0.820675105485232,0.762658227848101,0.54957507082153,0.625806451612903,0.49923862953316,0.560693641618497,0.595092024539877,0.516500260635952,0.685076380728555,0.736111111111111,0.660568245910886
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.5        0.58450704 0.61267606 0.53521127 0.55633803],0.481012658227848,0.514767932489452,0.778246205733558,0.964936886395512,0.966292134831461,0.964887640449438,0.467532467532467,0.486486486486487,0.481338481338481,0.545454545454545,0.570247933884297,0.513572242804218,0.780284043441938,0.79421768707483,0.778379746547448
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58,12, low_bits_2, svd,1440,480,480,0.6,0.2,0.2, [0.625      0.61805556 0.60416667 0.62152778 0.70833333],0.58974358974359,0.623931623931624,0.817610062893082,0.887824897400821,0.901388888888889,0.886111111111111,0.586206896551724,0.596491228070175,0.589912280701754,0.617391304347826,0.591666666666667,0.624780701754386,0.819126819126819,0.825995807127883,0.817610062893082
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.56842105 0.52631579 0.56842105 0.50526316 0.51578947],0.512658227848101,0.579113924050633,0.812895069532238,0.990536277602524,0.991578947368421,0.990526315789474,0.512658227848101,0.54,0.513975903614458,0.602985074626866,0.612121212121212,0.577583784868553,0.815230961298377,0.826582278481013,0.812912351361718
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.61458333 0.63888889 0.58391608 0.58741259 0.55244755],0.535864978902954,0.523206751054852,0.808700209643606,0.901388888888889,0.905160390516039,0.900976290097629,0.541666666666667,0.555555555555556,0.536111111111111,0.553359683794466,0.583333333333333,0.522435897435897,0.811174340403518,0.821802935010482,0.808700209643606
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.64583333 0.66901408 0.73239437 0.67605634],0.546218487394958,0.5,0.768067226890756,0.929698708751793,0.907563025210084,0.931372549019608,0.581395348837209,0.614754098360656,0.544446014697569,0.550943396226415,0.61344537815126,0.5,0.773770491803279,0.789297658862876,0.767959640242249
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdn,8,96,104,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.47916667 0.55208333 0.48958333 0.5       ],0.375,0.53125,0.78125,1,1,1,0.367088607594937,0.376623376623377,0.375058676263496,0.550898203592814,0.547619047619048,0.530388471177945,0.782608695652174,0.785536159600997,0.781239257745361
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.6875     0.78125    0.81914894 0.80851064 0.77659574],0.544303797468354,0.537974683544304,0.783544303797468,0.942731277533039,0.90295358649789,0.945147679324894,0.595505617977528,0.670886075949367,0.544303797468354,0.587570621468927,0.641975308641975,0.535273368606702,0.788627935723115,0.80352644836272,0.783442613494337
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.48958333 0.44680851 0.44680851 0.4787234 ],0.417721518987342,0.531645569620253,0.775949367088608,0.976939203354298,0.983122362869198,0.976793248945148,0.394736842105263,0.379746835443038,0.417721518987342,0.569767441860465,0.526881720430108,0.532671629445823,0.779026217228464,0.762836185819071,0.776431216269115
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.6875     0.69097222 0.68055556 0.63194444 0.67482517],0.438297872340426,0.540425531914894,0.811320754716981,0.917469050894085,0.927677329624478,0.916550764951321,0.5,0.540983606557377,0.434208617437981,0.587786259541985,0.68141592920354,0.545625997388655,0.818181818181818,0.849056603773585,0.811320754716981
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svd,4,98,102,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.703125   0.68947368 0.71052632 0.66315789 0.62105263],0.488958990536278,0.517350157728707,0.656368221941992,0.754273504273504,0.741596638655462,0.758403361344538,0.487341772151899,0.509933774834437,0.489906646453363,0.56657223796034,0.581395348837209,0.511387329591019,0.660436137071651,0.663329161451815,0.656315152517521
ensemble_model_N4_B98_E102_nb_zones_8_lab_svd,4,98,102,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.703125   0.72916667 0.74479167 0.74210526],0.598746081504702,0.626959247648903,0.781954887218045,0.893121693121693,0.881002087682672,0.894572025052192,0.614457831325301,0.689189189189189,0.60482851272325,0.664788732394366,0.698224852071006,0.622445759368836,0.786764705882353,0.806532663316583,0.782016331658291
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.70833333 0.55208333 0.59574468 0.70212766],0.594936708860759,0.525316455696203,0.763888888888889,0.9,0.907563025210084,0.899159663865546,0.59493670886076,0.618421052631579,0.595795892169448,0.539877300613497,0.511627906976744,0.526647286821705,0.766541822721598,0.7675,0.763852040816327
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6092437  0.64285714 0.63865546 0.62184874 0.6512605 ],0.557103064066852,0.582172701949861,0.789308176100629,0.922305764411028,0.927731092436975,0.921848739495798,0.601503759398496,0.655737704918033,0.555141579731744,0.615384615384615,0.681818181818182,0.584078489816195,0.797583081570997,0.830188679245283,0.789308176100629
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.65625    0.77083333 0.72340426 0.64893617 0.71276596],0.563291139240506,0.512658227848101,0.668354430379747,0.753191489361702,0.746835443037975,0.755274261603376,0.586826347305389,0.636363636363636,0.565095398428732,0.574585635359116,0.658227848101266,0.512658227848101,0.679706601466993,0.707379134860051,0.668551028387204
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.50420168 0.49159664 0.53361345 0.55042017 0.54237288],0.533333333333333,0.480555555555556,0.808176100628931,0.990748528174937,0.991582491582492,0.990740740740741,0.508771929824561,0.483333333333333,0.533333333333333,0.481994459833795,0.483333333333333,0.480555555555556,0.806553911205074,0.79979035639413,0.808176100628931
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67361111 0.64685315 0.64335664 0.5979021  0.63986014],0.57563025210084,0.600840336134454,0.628930817610063,0.631654676258993,0.613128491620112,0.642458100558659,0.471204188481675,0.378151260504202,0.57563025210084,0.532019704433498,0.453781512605042,0.600840336134454,0.603139013452915,0.563941299790356,0.628930817610063
svm_model_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104,6, lab, svdn,708,236,236,0.6,0.2,0.2, [0.51408451 0.50704225 0.5915493  0.55633803 0.52857143],0.483050847457627,0.504237288135593,0.53135593220339,0.612345679012346,0.700564971751412,0.556497175141243,0.5234375,0.626168224299065,0.495254654785192,0.544747081712062,0.642201834862385,0.514014303257964,0.582010582010582,0.675438596491228,0.536079953983319
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.78125    0.82978723 0.69148936 0.75531915 0.74468085],0.624203821656051,0.573248407643312,0.802798982188295,0.936542669584245,0.906779661016949,0.938559322033898,0.662857142857143,0.725,0.62224025974026,0.567741935483871,0.656716417910448,0.58391376451078,0.803049555273189,0.825065274151436,0.803351495636512
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.71875    0.69791667 0.77083333 0.72916667],0.5375,0.575,0.69625,0.795131845841785,0.816666666666667,0.789583333333333,0.597826086956522,0.714285714285714,0.543889845094664,0.638297872340425,0.731707317073171,0.570981863664791,0.719075144508671,0.779448621553885,0.696457477859237
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82916667 0.85294118 0.87815126 0.81932773 0.90336134],0.553072625698324,0.525139664804469,0.822851153039832,0.993322203672788,0.998322147651007,0.993288590604027,0.591836734693878,0.674418604651163,0.557639409852463,0.58128078817734,0.634408602150538,0.520692673168292,0.830661322645291,0.868972746331237,0.822851153039832
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.76315789 0.75789474 0.82105263 0.76842105 0.76842105],0.509493670886076,0.544303797468354,0.769279393173199,0.929936305732484,0.922105263157895,0.930526315789474,0.579945799457995,0.699346405228758,0.51531737439352,0.634517766497462,0.786163522012579,0.54276328966871,0.785923753665689,0.85133418043202,0.769692247448715
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.60416667 0.64583333 0.69014085 0.6056338  0.68309859],0.495798319327731,0.512605042016807,0.605882352941176,0.652757078986587,0.61344537815126,0.673669467787115,0.516129032258065,0.516129032258065,0.49490662139219,0.508474576271186,0.512820512820513,0.512608603517694,0.593939393939394,0.573578595317726,0.60604605441562
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,474,158,158,0.6,0.2,0.2, [0.42708333 0.53125    0.46808511 0.54255319 0.4893617 ],0.531645569620253,0.493670886075949,0.794936708860759,0.98326359832636,0.991561181434599,0.983122362869198,0.412698412698413,0.440677966101695,0.51326827598014,0.555555555555556,0.561797752808989,0.483797427129132,0.793367346938776,0.807792207792208,0.795254128587462
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.8875     0.86554622 0.82773109 0.88235294 0.85714286],0.589385474860335,0.533519553072626,0.833857442348008,0.997481108312343,0.996644295302013,0.99748322147651,0.649164677804296,0.772727272727273,0.592407592407592,0.595641646489104,0.675824175824176,0.531093906093906,0.84330202669303,0.894129979035639,0.833857442348008
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.64583333 0.65625    0.68085106 0.69148936],0.525316455696203,0.556962025316456,0.789141414141414,0.953389830508475,0.945378151260504,0.953781512605042,0.59016393442623,0.620689655172414,0.514570179698883,0.573170731707317,0.643835616438356,0.563094278807413,0.796092796092796,0.819095477386935,0.78898936305895
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58,12, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.60069444 0.55555556 0.5034965  0.52097902 0.55594406],0.49789029535865,0.493670886075949,0.752620545073375,0.836720392431675,0.832635983263598,0.837517433751743,0.49789029535865,0.475806451612903,0.498965172709107,0.433962264150943,0.407079646017699,0.489830145589495,0.748400852878465,0.735849056603773,0.752620545073375
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.74468085 0.72340426 0.74468085 0.73404255],0.474358974358974,0.596153846153846,0.746803069053708,0.888888888888889,0.902127659574468,0.887234042553192,0.5,0.594202898550725,0.486756621689155,0.608695652173913,0.710144927536232,0.607946026986507,0.753117206982544,0.809651474530831,0.749569013549034
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.8625     0.85416667 0.84033613 0.87815126 0.85294118],0.546218487394958,0.540616246498599,0.825471698113208,0.994112699747687,0.989949748743718,0.994137353433836,0.573684210526316,0.622857142857143,0.547692307692308,0.575129533678757,0.60989010989011,0.539230769230769,0.829667519181586,0.850104821802935,0.825471698113208
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.85416667 0.79166667 0.71875    0.72340426 0.78723404],0.537974683544304,0.556962025316456,0.805555555555556,0.976545842217484,0.96218487394958,0.976890756302521,0.562874251497006,0.580246913580247,0.53687670354337,0.5625,0.6,0.559036144578313,0.806532663316583,0.814720812182741,0.805601612121521
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdne,8,96,104,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.69791667 0.75       0.72340426 0.69148936 0.58510638],0.569620253164557,0.544303797468354,0.649367088607595,0.706638115631692,0.69620253164557,0.710970464135021,0.507246376811594,0.5,0.5625,0.5,0.455696202531646,0.544303797468354,0.630173564753004,0.61139896373057,0.648521264043503
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdn,16,42,58,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.46503497 0.51048951 0.52097902 0.48251748 0.51398601],0.460251046025105,0.514644351464435,0.514150943396226,0.511461318051576,0.499300699300699,0.523076923076923,0.460251046025105,0.4296875,0.462591497747748,0.495652173913043,0.513513513513513,0.514569256756757,0.502949061662198,0.491614255765199,0.514150943396226
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.63286713 0.66433566 0.63986014 0.70070423],0.470833333333333,0.541666666666667,0.812893081761006,0.915848527349228,0.914565826330532,0.915966386554622,0.501960784313726,0.533333333333333,0.470833333333333,0.56,0.583333333333333,0.541666666666667,0.815121698601761,0.824947589098533,0.812893081761006
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.59027778 0.62237762 0.64335664 0.56293706 0.5979021 ],0.554621848739496,0.483193277310924,0.792976939203354,0.884239888423989,0.885474860335195,0.884078212290503,0.495238095238095,0.440677966101695,0.553672316384181,0.375634517766497,0.308333333333333,0.484675141242938,0.785442694187941,0.757861635220126,0.792976939203354
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.5        0.44791667 0.4375     0.46875   ],0.4625,0.55625,0.78,0.960167714884696,0.954166666666667,0.960416666666667,0.448717948717949,0.421686746987952,0.464090126740729,0.553459119496855,0.530120481927711,0.557268033171648,0.777777777777778,0.758620689655172,0.780325573253982
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,1200,400,400,0.6,0.2,0.2, [0.79166667 0.67083333 0.7125     0.75       0.72916667],0.548022598870056,0.514124293785311,0.810272536687631,0.974832214765101,0.968333333333333,0.975,0.520958083832335,0.483333333333333,0.549137931034483,0.522222222222222,0.540229885057471,0.51455938697318,0.808059384941675,0.79874213836478,0.810272536687631
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.96354167 0.94791667 0.94791667 0.95263158 0.94210526],0.572327044025157,0.606918238993711,0.835427135678392,0.998952879581152,0.997907949790795,0.998953974895398,0.620111731843575,0.74,0.581309523809524,0.681933842239186,0.765714285714286,0.589150849150849,0.846424384525205,0.899128268991283,0.834861979869532
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73684211 0.68421053 0.73684211 0.66315789 0.66315789],0.598101265822785,0.560126582278481,0.77370417193426,0.903361344537815,0.905263157894737,0.903157894736842,0.659517426273459,0.759259259259259,0.593915343915344,0.627345844504021,0.688235294117647,0.549597099113618,0.789163722025913,0.830235439900867,0.772537074789143
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.67708333 0.734375   0.671875   0.68947368],0.601880877742947,0.592476489028213,0.821428571428571,0.970526315789474,0.962421711899791,0.970772442588726,0.613981762917933,0.647435897435897,0.602859053012427,0.615384615384615,0.615384615384615,0.591025641025641,0.823747680890538,0.828358208955224,0.821376074174582
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.86979167 0.85416667 0.83157895 0.84736842 0.85263158],0.544025157232704,0.556603773584906,0.787421383647799,0.945378151260504,0.943396226415094,0.945492662473795,0.600550964187328,0.68125,0.54315664556962,0.607242339832869,0.664634146341463,0.553096293949953,0.798088410991637,0.833957553058677,0.787067496427944
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.54195804 0.52797203 0.54545455 0.48239437],0.508333333333333,0.491666666666667,0.874213836477987,1,1,1,0.482456140350877,0.495495495495496,0.507437670228368,0.508064516129032,0.488372093023256,0.491933794259376,0.873949579831933,0.872117400419287,0.874213836477987
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.76041667 0.64583333 0.68229167 0.671875   0.71354167],0.509375,0.51875,0.690625,0.795100222717149,0.74375,0.808333333333333,0.516923076923077,0.538461538461538,0.510084427767355,0.512658227848101,0.515923566878981,0.518697979758509,0.678362573099415,0.658259773013871,0.690344260732462
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.5625     0.60416667 0.67708333 0.66666667 0.59375   ],0.63125,0.6,0.8,0.922431865828092,0.916666666666667,0.922916666666667,0.569343065693431,0.527027027027027,0.623978629792583,0.549295774647887,0.513157894736842,0.595864661654135,0.788359788359788,0.764102564102564,0.799124452782989
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.625      0.63194444 0.64788732 0.66901408 0.61267606],0.521008403361345,0.466386554621849,0.781512605042017,0.973352033660589,0.971988795518207,0.973389355742297,0.477064220183486,0.448275862068966,0.519219898247597,0.409302325581395,0.372881355932203,0.465607344632768,0.773123909249564,0.749576988155668,0.781299345496866
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdne,40,30,70,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.84895833 0.84895833 0.83684211 0.85263158 0.79473684],0.556603773584906,0.550314465408805,0.814465408805031,0.98848167539267,0.989517819706499,0.988469601677149,0.593659942363112,0.635802469135802,0.555080721747388,0.583090379008746,0.636942675159236,0.551390592238003,0.820668693009119,0.847989949748744,0.814423186461274
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.87368421 0.84210526 0.86315789 0.85263158 0.82105263],0.528481012658228,0.54746835443038,0.802781289506953,0.979035639412998,0.983157894736842,0.978947368421053,0.491467576791809,0.467532467532467,0.526976110309444,0.511945392491468,0.471698113207547,0.547950967431799,0.797402597402597,0.779187817258883,0.80269214540526
ensemble_model_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.5625     0.56944444 0.54166667 0.49305556 0.52083333],0.416666666666667,0.483333333333333,0.779166666666667,0.998609179415855,0.997222222222222,0.998611111111111,0.444444444444444,0.482758620689655,0.418798665183537,0.511811023622047,0.565217391304348,0.486608695652174,0.783673469387755,0.812182741116751,0.77965458894918
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.77083333 0.75       0.84375    0.78723404 0.72340426],0.626582278481013,0.582278481012658,0.808080808080808,0.941935483870968,0.920168067226891,0.94327731092437,0.658959537572254,0.703703703703704,0.624579124579125,0.65625,0.67741935483871,0.561786600496278,0.816867469879518,0.822815533980582,0.807460398569239
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdne,8,96,104,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.78125    0.77083333 0.82291667 0.86458333],0.5375,0.61875,0.82,0.981210855949895,0.979166666666667,0.98125,0.559523809523809,0.552941176470588,0.536470588235294,0.655367231638418,0.674418604651163,0.614236329352608,0.825242718446602,0.827250608272506,0.819794969946022
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.78125    0.77083333 0.83333333 0.72916667],0.51875,0.50625,0.7275,0.866379310344828,0.8375,0.870833333333333,0.574585635359116,0.666666666666667,0.522357723577236,0.606965174129353,0.642105263157895,0.474898785425101,0.742316784869976,0.760290556900726,0.726398508424523
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svd,4,98,102,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.640625   0.72916667 0.72631579 0.61052632 0.65789474],0.575471698113208,0.518867924528302,0.784905660377359,0.942430703624734,0.926624737945493,0.943396226415094,0.619718309859155,0.662650602409639,0.571456880152188,0.534954407294833,0.582781456953642,0.52192965063251,0.789149198520345,0.806045340050378,0.784932217763882
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75       0.69444444 0.6875     0.64583333 0.69014085],0.518828451882845,0.552301255230126,0.666387959866221,0.737777777777778,0.693593314763231,0.753481894150418,0.51063829787234,0.512820512820513,0.51870533837747,0.497652582159624,0.460869565217391,0.54898316970547,0.644701691896705,0.612521150592217,0.665764707527513
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.625      0.69791667 0.69791667 0.5625     0.54166667],0.61875,0.61875,0.68375,0.713347921225383,0.679166666666667,0.727083333333333,0.512,0.415584415584416,0.611406665623533,0.512,0.4,0.61875,0.642149929278642,0.571788413098237,0.682916539055322
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svd,4,98,102, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.72916667 0.71354167 0.66842105 0.64736842 0.74210526],0.650943396226415,0.676100628930818,0.794968553459119,0.883333333333333,0.888888888888889,0.882599580712788,0.683760683760684,0.805369127516778,0.660081013462531,0.701449275362319,0.765822784810127,0.676661392405063,0.803140096618357,0.848214285714286,0.795695232187168
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.44791667 0.46875    0.47916667 0.47916667 0.4787234 ],0.528301886792453,0.452830188679245,0.796482412060301,1,1,1,0.522292993630573,0.577464788732394,0.533050576184379,0.452830188679245,0.48,0.454285714285714,0.795969773299748,0.820779220779221,0.797250924258223
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9125     0.91666667 0.87916667 0.92436975 0.91596639],0.567415730337079,0.547752808988764,0.831236897274633,0.994132439228835,0.991638795986622,0.994147157190635,0.663755458515284,0.844444444444444,0.564267676767677,0.634920634920635,0.795454545454545,0.55050505050505,0.846080305927342,0.927672955974843,0.831236897274633
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.82916667 0.80416667 0.78571429 0.79831933 0.81932773],0.540616246498599,0.523809523809524,0.782494758909853,0.929991356957649,0.901172529313233,0.9321608040201,0.568421052631579,0.617142857142857,0.542087912087912,0.543010752688172,0.554945054945055,0.523186813186813,0.782608695652174,0.783018867924528,0.782494758909853
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102,4, low_bits_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.44791667 0.67021277 0.46808511 0.64893617 0.60638298],0.496815286624204,0.452229299363057,0.531806615776081,0.64323374340949,0.775423728813559,0.569915254237288,0.594871794871795,0.743589743589744,0.498377150275884,0.537634408602151,0.666666666666667,0.461382113821138,0.612631578947368,0.748071979434447,0.533985611883471
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.65625    0.61979167 0.70526316 0.60526316],0.594339622641509,0.654088050314465,0.67713567839196,0.732750242954325,0.788702928870293,0.71234309623431,0.612612612612613,0.68,0.598928571428572,0.691011235955056,0.732142857142857,0.649404761904762,0.70081490104773,0.756281407035176,0.67713567839196
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,480,160,160,0.6,0.2,0.2, [0.76041667 0.86458333 0.85416667 0.75       0.85416667],0.525,0.45,0.785,0.983193277310924,0.975,0.983333333333333,0.6,0.670588235294118,0.515294117647059,0.482352941176471,0.532467532467532,0.452980754185573,0.794258373205742,0.825870646766169,0.784794619865497
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.71875    0.65625    0.70833333 0.72340426],0.547169811320755,0.578616352201258,0.806532663316583,0.968684759916493,0.97071129707113,0.968619246861925,0.576470588235294,0.6125,0.546756329113924,0.573248407643312,0.548780487804878,0.579585049097244,0.80893300248139,0.812967581047382,0.806483790523691
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.66666667 0.67708333 0.67021277 0.69148936 0.60638298],0.60126582278481,0.60126582278481,0.79873417721519,0.929637526652452,0.919831223628692,0.930379746835443,0.588235294117647,0.542168674698795,0.604417670682731,0.588235294117647,0.548780487804878,0.603337612323492,0.794838709677419,0.766169154228856,0.79932169051649
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdne,26,37,63,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.72268908 0.74789916 0.69327731 0.74789916 0.73305085],0.544444444444444,0.538888888888889,0.792452830188679,0.94300518134715,0.919191919191919,0.944444444444444,0.633928571428571,0.751322751322751,0.533556112503481,0.61214953271028,0.766081871345029,0.549707602339181,0.805309734513274,0.858490566037736,0.792452830188679
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.56944444 0.59027778 0.61267606 0.63380282 0.61971831],0.445378151260504,0.474789915966386,0.735294117647059,0.919444444444444,0.927170868347339,0.918767507002801,0.459016393442623,0.455284552845528,0.44503358077059,0.463519313304721,0.482142857142857,0.475198412698413,0.736842105263158,0.744932432432432,0.735342470396818
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.48333333 0.50840336 0.52521008 0.47058824],0.495798319327731,0.521008403361345,0.810796645702306,0.991652754590985,0.994974874371859,0.991624790619766,0.470588235294118,0.459770114942529,0.494912379875636,0.544,0.557377049180328,0.520067834934991,0.811291165708312,0.813417190775681,0.810796645702306
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.75210084 0.76890756 0.78571429 0.7605042  0.78571429],0.582172701949861,0.562674094707521,0.7541928721174,0.854838709677419,0.801680672268908,0.863865546218487,0.61139896373057,0.690058479532164,0.587050516361827,0.6270783847981,0.702127659574468,0.555742192360333,0.756110244409777,0.762054507337526,0.7541928721174
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.62184874 0.66806723 0.68067227 0.69327731 0.65254237],0.580555555555556,0.608333333333333,0.643081761006289,0.694422623723488,0.744107744107744,0.672558922558923,0.584022038567493,0.595505617977528,0.580719841955797,0.607242339832869,0.598901098901099,0.608439313495493,0.658646616541353,0.688679245283019,0.643081761006289
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.46875    0.4893617  0.53191489 0.54255319],0.424050632911392,0.531645569620253,0.779746835443038,0.981210855949895,0.991561181434599,0.981012658227848,0.485875706214689,0.494252873563218,0.416140521288651,0.55952380952381,0.580246913580247,0.530383197049864,0.788834951456311,0.802469135802469,0.779156645823313
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.76388889 0.77777778 0.77083333 0.75694444 0.72222222],0.591666666666667,0.525,0.761666666666667,0.895774647887324,0.883333333333333,0.897222222222222,0.681818181818182,0.801526717557252,0.570488129420828,0.622516556291391,0.803418803418803,0.53179070252241,0.783333333333333,0.850328947368421,0.760468527738265
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.70979021 0.71678322 0.69230769 0.70979021 0.73076923],0.472803347280335,0.518828451882845,0.85377358490566,0.973793103448276,0.987412587412587,0.973426573426573,0.54014598540146,0.578125,0.464738175675676,0.549019607843137,0.630630630630631,0.526252815315315,0.859019706922688,0.890985324947589,0.85377358490566
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.67361111 0.70422535 0.69014085 0.73943662 0.70422535],0.531645569620253,0.510548523206751,0.738617200674536,0.881597717546362,0.867977528089888,0.883426966292135,0.523605150214592,0.525862068965517,0.531526075805073,0.524590163934426,0.512,0.510464285714286,0.736842105263158,0.726968174204355,0.738696311210836
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104, zones, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.55633803 0.54929577 0.5        0.5       ],0.50210970464135,0.489451476793249,0.781618887015177,0.972067039106145,0.97752808988764,0.971910112359551,0.520325203252033,0.5,0.502293577981651,0.514056224899598,0.547008547008547,0.49017094017094,0.786127167630058,0.792013311148086,0.781476741044129
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102,4, low_bits_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.44680851 0.43617021 0.5        0.5106383  0.46808511],0.512820512820513,0.442307692307692,0.79156010230179,1,1,1,0.536585365853659,0.536585365853659,0.511535926170073,0.431372549019608,0.402439024390244,0.444462755438365,0.792884371029225,0.781954887218045,0.791760733426255
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6302521  0.6302521  0.60084034 0.6302521  0.63445378],0.601671309192201,0.576601671309192,0.777777777777778,0.892410341951626,0.899159663865546,0.891596638655462,0.570570570570571,0.545977011494253,0.600015532774153,0.580110497237569,0.567567567567568,0.576887232059646,0.776135163674762,0.770440251572327,0.777777777777778
ensemble_model_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.87394958 0.86554622 0.81512605 0.83613445 0.84453782],0.554317548746518,0.504178272980501,0.817610062893082,0.991624790619766,0.994957983193277,0.991596638655462,0.652173913043478,0.802139037433155,0.543511379181694,0.600896860986547,0.779069767441861,0.515203332918791,0.834285714285714,0.918238993710692,0.817610062893082
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.64583333 0.64583333 0.62765957 0.67021277 0.68085106],0.506329113924051,0.455696202531646,0.763291139240506,0.950749464668094,0.936708860759494,0.951476793248945,0.518518518518519,0.525,0.506089743589744,0.394366197183099,0.368421052631579,0.452503209242619,0.75745784695201,0.743002544529262,0.763188929695361
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.85416667 0.8125     0.77894737 0.80526316],0.525157232704403,0.559748427672956,0.805276381909548,0.980021030494217,0.97489539748954,0.980125523012552,0.564841498559078,0.644736842105263,0.530199746353836,0.631578947368421,0.710059171597633,0.549660458282038,0.815256257449344,0.856070087609512,0.805084224132625
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.71875    0.66666667 0.70526316 0.73684211 0.72105263],0.509433962264151,0.553459119496855,0.744025157232704,0.882669537136706,0.859538784067086,0.885744234800839,0.518518518518518,0.528301886792453,0.509433962264151,0.584795321637427,0.641025641025641,0.555080721747388,0.744827586206897,0.75,0.744047619047619
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.68947368 0.7        0.67894737 0.64736842],0.537974683544304,0.598101265822785,0.810998735777497,0.97228144989339,0.96,0.972631578947368,0.549382716049383,0.60958904109589,0.543029814665592,0.642253521126761,0.686746987951807,0.593373493975904,0.815089672232529,0.837357052096569,0.811131356236964
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.69791667 0.72916667 0.57291667 0.625     ],0.54375,0.5375,0.8025,0.977130977130977,0.979166666666667,0.977083333333333,0.568047337278107,0.521739130434783,0.547634271099744,0.574712643678161,0.602409638554217,0.534971053043342,0.808252427184466,0.802409638554217,0.80250352057581
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.83333333 0.86458333 0.89583333 0.83333333],0.59375,0.56875,0.795,0.936170212765957,0.916666666666667,0.9375,0.610778443113773,0.645569620253165,0.594389748398187,0.638743455497382,0.717647058823529,0.558823529411765,0.801932367149758,0.821782178217822,0.794729472947295
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svd,8,96,104,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72222222 0.79577465 0.75352113 0.73239437 0.83098592],0.565400843881857,0.493670886075949,0.735244519392917,0.869814020028612,0.853932584269663,0.872191011235955,0.589641434262948,0.718446601941748,0.583103897985799,0.545454545454545,0.631578947368421,0.498716302952503,0.741350906095552,0.785340314136126,0.736878966203463
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73684211 0.75789474 0.65789474 0.75263158 0.68947368],0.522151898734177,0.518987341772152,0.7724399494311,0.940932642487046,0.95578947368421,0.94,0.588555858310627,0.662576687116564,0.517562853362204,0.565714285714286,0.678082191780822,0.530217566478646,0.785969084423306,0.843112244897959,0.773059881847476
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72268908 0.74369748 0.66386555 0.72689076 0.77310924],0.45125348189415,0.493036211699164,0.65356394129979,0.758561643835616,0.74453781512605,0.763025210084034,0.515970515970516,0.580110497237569,0.450167608169346,0.553921568627451,0.634831460674157,0.494211310447576,0.666666666666667,0.692872117400419,0.65356394129979
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.51041667 0.5625     0.51041667 0.45744681 0.40425532],0.462025316455696,0.462025316455696,0.776515151515152,0.985263157894737,0.983193277310924,0.985294117647059,0.472049689440994,0.506666666666667,0.464176706827309,0.484848484848485,0.454545454545455,0.462987012987013,0.779026217228464,0.778054862842893,0.776495462111984
svm_model_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.48958333 0.56842105 0.53157895 0.49473684 0.47368421],0.517350157728707,0.511041009463722,0.604035308953342,0.676767676767677,0.703781512605042,0.663865546218487,0.534954407294833,0.54320987654321,0.516766228594186,0.553314121037464,0.585365853658537,0.508369201339072,0.623049219687875,0.64713216957606,0.603540574583948
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.82638889 0.80555556 0.80555556 0.79861111 0.77083333],0.583333333333333,0.5625,0.809166666666667,0.966480446927374,0.961111111111111,0.966666666666667,0.56140350877193,0.524590163934426,0.584328980272298,0.541484716157205,0.512396694214876,0.562921036183068,0.804774083546462,0.782752902155887,0.809299399151645
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.4375     0.53125    0.45833333 0.48958333 0.58333333],0.46875,0.50625,0.795,1,1,1,0.451612903225806,0.47945205479452,0.469611084868525,0.521212121212121,0.524390243902439,0.505784865540963,0.795,0.80506329113924,0.795124238162213
svm_model_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.83333333 0.67361111 0.79166667 0.76056338 0.75352113],0.634453781512605,0.600840336134454,0.723993288590604,0.797241379310345,0.807262569832402,0.794692737430168,0.676579925650558,0.745901639344262,0.631571509327303,0.641509433962264,0.752212389380531,0.608106194690266,0.73868149324861,0.784148397976391,0.724294566266994
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.72916667 0.79166667 0.71875    0.73958333],0.5125,0.6,0.79125,0.947807933194154,0.945833333333333,0.947916666666667,0.576086956521739,0.654320987654321,0.510704797624629,0.663157894736842,0.79746835443038,0.602437880918894,0.8042203985932,0.8575,0.79125
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64236111 0.64685315 0.60839161 0.63286713 0.61538462],0.592436974789916,0.600840336134454,0.823899371069182,0.902040816326531,0.925977653631285,0.899441340782123,0.583690987124463,0.586206896551724,0.592283776144715,0.627450980392157,0.655737704918033,0.599420576596947,0.828396322778345,0.850104821802935,0.823899371069182
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104,4, low_bits_3, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.58510638 0.5212766  0.43617021 0.4787234  0.42553191],0.5,0.467948717948718,0.685421994884911,0.817204301075269,0.808510638297872,0.819148936170213,0.518518518518519,0.525,0.499342105263158,0.427586206896552,0.424657534246575,0.465340815316059,0.681347150259067,0.677835051546392,0.68536422628081
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.796875   0.86979167 0.890625   0.84210526 0.87368421],0.50314465408805,0.493710691823899,0.799623115577889,1,1,1,0.616504854368932,0.742690058479532,0.48358992719895,0.554016620498615,0.719424460431654,0.518930107310799,0.8155002891845,0.894670050761421,0.800568856226482
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.59027778 0.67361111 0.65277778 0.68055556 0.64583333],0.608333333333333,0.545833333333333,0.766666666666667,0.895522388059701,0.916666666666667,0.893055555555555,0.641221374045802,0.636363636363636,0.605218855218855,0.547717842323651,0.564102564102564,0.546278924327705,0.774193548387097,0.788177339901478,0.766339092962583
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.671875   0.65104167 0.65789474 0.70526316 0.64736842],0.556603773584906,0.537735849056604,0.80503144654088,0.976842105263158,0.972746331236897,0.976939203354298,0.555205047318612,0.57516339869281,0.557278669043375,0.566371681415929,0.596273291925466,0.536990149147446,0.806973848069739,0.81921618204804,0.80510245898397
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdne,40,30,70,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.91666667 0.859375   0.890625   0.85416667 0.86842105],0.536050156739812,0.54858934169279,0.81516290726817,0.996858638743456,0.993736951983299,0.996868475991649,0.614583333333333,0.710843373493976,0.528624301126073,0.588571428571429,0.695945945945946,0.558499288762447,0.82534043812907,0.878940731399748,0.815560029460771
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.88020833 0.859375   0.86458333 0.890625   0.88947368],0.457680250783699,0.54858934169279,0.801378446115288,1,1,1,0.518105849582173,0.55688622754491,0.452785219035613,0.6,0.631578947368421,0.542140825035562,0.810971973762671,0.832313341493268,0.800623936471923
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.53361345 0.48739496 0.5210084  0.46638655 0.56355932],0.555555555555556,0.527777777777778,0.530922431865828,0.543987086359968,0.567340067340067,0.524410774410774,0.585492227979275,0.624309392265193,0.555171455909133,0.559585492227979,0.603351955307263,0.528195314670206,0.554947787170562,0.584905660377358,0.530922431865828
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.6875     0.64583333 0.70526316 0.67368421 0.61578947],0.49685534591195,0.481132075471698,0.60503144654088,0.710047846889952,0.777777777777778,0.682389937106918,0.58974358974359,0.727848101265823,0.498299050632911,0.552845528455285,0.653846153846154,0.484330484330484,0.651884700665189,0.743362831858407,0.605723969120693
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.58333333 0.63541667 0.60638298 0.62765957 0.63829787],0.607594936708861,0.639240506329114,0.713924050632911,0.786427145708583,0.831223628691983,0.774261603375527,0.651685393258427,0.666666666666667,0.60093896713615,0.666666666666667,0.670588235294118,0.636663980660757,0.734117647058823,0.762836185819071,0.712126754326858
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.65625    0.65277778 0.62937063 0.62587413],0.538135593220339,0.495762711864407,0.780922431865828,0.866946778711485,0.862116991643454,0.867688022284123,0.397790055248619,0.31304347826087,0.532554796981674,0.402010050251256,0.330578512396694,0.500071864893999,0.768805309734513,0.728511530398323,0.780922431865828
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svd,8,96,104,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.73943662 0.83098592 0.8028169  0.78169014 0.69014085],0.516949152542373,0.483050847457627,0.752115059221658,0.917985611510791,0.898591549295775,0.919718309859155,0.571428571428571,0.655172413793103,0.519252873563218,0.519685039370079,0.564102564102564,0.48373195432019,0.758847736625514,0.784013605442177,0.752276162990449
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.73958333 0.6875     0.66666667],0.53125,0.50625,0.79375,0.976939203354298,0.970833333333333,0.977083333333333,0.56140350877193,0.564705882352941,0.529019607843137,0.532544378698225,0.542168674698795,0.504850571115631,0.798041615667075,0.799019607843137,0.793642456982793
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.34375    0.4787234  0.5        0.43617021],0.5,0.594936708860759,0.818987341772152,1,1,1,0.532544378698225,0.555555555555556,0.498556998556999,0.573333333333333,0.581081081081081,0.594111969111969,0.819672131147541,0.829081632653061,0.819063429391857
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdn,32,34,66,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.56302521 0.56302521 0.55462185 0.55042017],0.474860335195531,0.533519553072626,0.733228511530398,0.870151770657673,0.865771812080537,0.870805369127517,0.502645502645503,0.524861878453039,0.47429534600618,0.549865229110512,0.576271186440678,0.533991946811499,0.736950904392765,0.747379454926625,0.733228511530398
svm_model_N40_B30_E70_nb_zones_10_lab_svd,40,30,70,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.95833333 0.97083333 0.95798319 0.95798319 0.96218487],0.554621848739496,0.638655462184874,0.849056603773585,1,1,1,0.613138686131387,0.707865168539326,0.555049902705417,0.683046683046683,0.776536312849162,0.638268156424581,0.856858846918489,0.90356394129979,0.849056603773585
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.41666667 0.47916667 0.54166667 0.46875   ],0.48125,0.4,0.77625,1,1,1,0.477987421383648,0.457831325301205,0.482162415897356,0.376623376623377,0.376623376623377,0.399155061805664,0.774274905422446,0.7675,0.77625
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.57916667 0.59166667 0.60416667 0.62083333 0.55462185],0.504225352112676,0.540845070422535,0.722222222222222,0.840167364016736,0.838063439065108,0.840567612687813,0.491329479768786,0.474860335195531,0.50447562214322,0.535612535612536,0.534090909090909,0.540788471305231,0.719873150105708,0.713836477987421,0.722222222222222
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.71830986 0.66197183 0.72535211 0.76056338 0.79285714],0.567796610169492,0.588983050847458,0.794067796610169,0.936781609195402,0.92090395480226,0.937853107344633,0.585365853658537,0.631578947368421,0.569887834339948,0.625482625482626,0.663934426229508,0.586353178027035,0.79766860949209,0.811864406779661,0.794067796610169
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.65625    0.71052632 0.69473684 0.67894737 0.71052632],0.596214511041009,0.526813880126183,0.779949558638083,0.92257360959651,0.888655462184874,0.925420168067227,0.587096774193548,0.579617834394904,0.596058917197452,0.509803921568628,0.490566037735849,0.526928588488178,0.772341813437704,0.747474747474748,0.779908658372134
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102,4, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.73958333 0.73958333 0.71875    0.64893617 0.69148936],0.575949367088608,0.544303797468354,0.755050505050505,0.883720930232558,0.878151260504202,0.884453781512605,0.573248407643312,0.592105263157895,0.576540436456996,0.571428571428571,0.5,0.556451612903226,0.756892230576441,0.736585365853659,0.755727237900651
ensemble_model_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.77083333 0.70833333 0.71126761 0.6971831  0.73943662],0.65546218487395,0.676470588235294,0.830252100840336,0.939007092198582,0.927170868347339,0.939775910364146,0.63716814159292,0.642857142857143,0.654761904761905,0.66079295154185,0.609756097560976,0.678791092258749,0.825561312607945,0.807432432432432,0.830137620898491
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.5625     0.50520833 0.46315789 0.50526316 0.51578947],0.455974842767296,0.481132075471698,0.577358490566038,0.657786885245902,0.672955974842767,0.649895178197065,0.429042904290429,0.43046357615894,0.454752746163303,0.492307692307692,0.496894409937888,0.480931281402065,0.581047381546135,0.590621039290241,0.577457835500301
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52916667 0.61764706 0.52941176 0.61344538 0.55042017],0.474860335195531,0.480446927374302,0.590146750524109,0.6973293768546,0.788590604026846,0.657718120805369,0.57847533632287,0.728813559322034,0.477666448169304,0.577272727272727,0.701657458563536,0.477947373349565,0.649955237242614,0.761006289308176,0.590146750524109
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66145833 0.63541667 0.64583333 0.67708333 0.65263158],0.601880877742947,0.648902821316614,0.795739348370927,0.910951893551689,0.92901878914405,0.909185803757829,0.563573883161512,0.543046357615894,0.598904131188899,0.656441717791411,0.644578313253012,0.649086542247421,0.795483061480552,0.796482412060301,0.795741206030151
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdn,4,98,102,8, low_bits_4_shifted_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.5        0.46842105 0.48421053 0.53157895 0.53684211],0.54746835443038,0.45253164556962,0.531605562579014,0.590163934426229,0.644210526315789,0.552631578947368,0.583090379008746,0.65359477124183,0.550723765989013,0.504297994269341,0.567741935483871,0.454678421158085,0.571428571428571,0.630906768837803,0.532599817460203
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.55208333 0.47916667 0.48958333 0.4375    ],0.55,0.51875,0.8075,0.989690721649485,1,0.989583333333333,0.513513513513513,0.550724637681159,0.550087593565854,0.554913294797688,0.558139534883721,0.515556253928347,0.808933002481389,0.825316455696203,0.807719956243163
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.58333333 0.54583333 0.56722689 0.53781513 0.51680672],0.504201680672269,0.507002801120448,0.539308176100629,0.633704735376044,0.76214405360134,0.559463986599665,0.583529411764706,0.733727810650887,0.51580007553821,0.586854460093897,0.664893617021277,0.498127281883419,0.615653694796677,0.737945492662474,0.539308176100629
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80252101 0.83193277 0.89495798 0.78991597 0.81932773],0.50974930362117,0.590529247910864,0.827568134171908,0.994932432432432,0.989915966386555,0.994957983193277,0.539267015706806,0.581920903954802,0.510740671757621,0.616187989556136,0.648351648351648,0.589712547339666,0.831195484864033,0.849056603773585,0.827568134171908
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.49305556 0.5        0.47552448 0.51748252],0.514767932489452,0.540084388185654,0.791404612159329,0.877808988764045,0.871687587168759,0.878661087866109,0.549019607843137,0.569105691056911,0.512623020967052,0.543933054393306,0.570175438596491,0.541185280273855,0.792492179353493,0.79664570230608,0.791404612159329
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47222222 0.5        0.4375     0.49305556 0.43661972],0.560669456066946,0.552301255230126,0.639632107023411,0.697931034482759,0.704735376044568,0.694986072423398,0.549356223175966,0.53781512605042,0.560574229691877,0.54468085106383,0.581818181818182,0.554474982381959,0.63872590108969,0.647959183673469,0.639769065520945
ensemble_model_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.45789474 0.50526316 0.53684211 0.49473684],0.537974683544304,0.525316455696203,0.812895069532238,1,1,1,0.525974025974026,0.519230769230769,0.537740384615385,0.528301886792453,0.563758389261745,0.527388176666801,0.812182741116751,0.82051282051282,0.812999552401049
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.5625     0.64893617 0.64893617 0.54255319 0.60638298],0.573248407643312,0.554140127388535,0.760814249363868,0.893970893970894,0.911016949152542,0.891949152542373,0.603550295857988,0.593023255813954,0.57115951523092,0.583333333333333,0.590361445783132,0.551937479648323,0.770171149144254,0.777777777777778,0.760279965004374
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.4375     0.53191489 0.42553191 0.58510638],0.481012658227848,0.525316455696203,0.79746835443038,0.993657505285412,0.991561181434599,0.993670886075949,0.460526315789474,0.466666666666667,0.480321285140562,0.550898203592814,0.58974358974359,0.526121794871795,0.797979797979798,0.81025641025641,0.797628205128205
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,720,240,240,0.6,0.2,0.2, [0.65972222 0.74305556 0.74305556 0.76388889 0.74305556],0.570833333333333,0.575,0.793333333333333,0.93935119887165,0.925,0.940277777777778,0.614232209737828,0.700854700854701,0.574004586199708,0.578512396694215,0.603448275862069,0.575917686318131,0.796387520525452,0.81787521079258,0.793616353336982
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104,6, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.74305556 0.77083333 0.79861111 0.74647887 0.79577465],0.491596638655462,0.516806722689076,0.677852348993289,0.780415430267062,0.73463687150838,0.793296089385475,0.57243816254417,0.704347826086957,0.498515376458112,0.617940199335548,0.762295081967213,0.510457885811193,0.694753577106518,0.734453781512605,0.677947158763003
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.53125    0.5        0.53472222 0.53472222 0.52097902],0.519148936170213,0.519148936170213,0.881551362683438,1,1,1,0.502202643171806,0.487179487179487,0.519013472403303,0.506550218340611,0.491525423728814,0.51926698536868,0.880675818373812,0.874213836477987,0.881551362683438
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.47569444 0.56993007 0.47552448 0.52447552 0.50699301],0.508403361344538,0.466386554621849,0.780922431865828,0.878998609179416,0.88268156424581,0.878491620111732,0.514522821576763,0.508196721311475,0.508408705483324,0.473029045643153,0.491379310344828,0.46700113058225,0.782291666666667,0.787211740041929,0.780922431865828
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.81770833 0.74736842 0.77894737 0.82105263 0.77368421],0.451104100946372,0.49211356466877,0.771752837326608,0.971786833855799,0.976890756302521,0.971638655462185,0.521978021978022,0.582822085889571,0.447255198788941,0.527859237536657,0.584415584415584,0.494661779937854,0.782190132370638,0.819672131147541,0.771752837326608
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdne,26,37,63,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75       0.7875     0.8        0.82352941 0.78991597],0.567415730337079,0.589887640449438,0.830712788259958,0.980524978831499,0.968227424749164,0.980769230769231,0.603092783505155,0.680232558139535,0.571094539939333,0.629441624365482,0.673913043478261,0.58695652173913,0.835455934793683,0.859538784067086,0.830712788259958
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.625      0.67361111 0.64788732 0.69014085 0.68309859],0.705882352941176,0.69327731092437,0.825210084033613,0.909847434119279,0.918767507002801,0.908963585434173,0.698275862068966,0.692307692307692,0.705657978385251,0.699588477366255,0.714285714285714,0.69327731092437,0.826086956521739,0.833052276559865,0.825236356035377
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.59583333 0.625      0.66806723 0.6512605  0.64285714],0.605042016806723,0.621848739495798,0.659853249475891,0.705138339920948,0.747068676716918,0.687604690117253,0.635658914728682,0.679558011049724,0.603983550979407,0.649350649350649,0.710227272727273,0.623069437468609,0.681394207167403,0.727463312368973,0.659853249475891
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.79583333 0.83333333 0.82352941 0.82352941 0.80672269],0.529411764705882,0.507002801120448,0.810272536687631,0.984797297297297,0.976549413735343,0.984924623115578,0.528089887640449,0.537142857142857,0.529560439560439,0.524324324324324,0.532967032967033,0.506483516483516,0.810471204188482,0.811320754716981,0.810272536687631
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.66666667 0.6875     0.6875     0.80208333],0.4875,0.45625,0.665,0.803180914512923,0.841666666666667,0.79375,0.528735632183908,0.522727272727273,0.483585858585859,0.466257668711657,0.5,0.458333333333333,0.680952380952381,0.707920792079208,0.664566456645664
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45833333 0.53521127 0.53521127 0.57746479 0.47887324],0.514767932489452,0.472573839662447,0.68043844856661,0.805049088359046,0.806179775280899,0.804775280898876,0.518828451882845,0.553571428571429,0.516785714285714,0.472573839662447,0.474576271186441,0.472582253240279,0.681244743481917,0.691126279863481,0.680563139931741
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.58854167 0.61979167 0.61052632 0.62105263 0.63157895],0.487421383647799,0.474842767295598,0.770440251572327,0.963041182682154,0.955974842767296,0.963312368972746,0.469055374592834,0.433734939759036,0.489893785668992,0.452459016393443,0.445161290322581,0.474114387492579,0.765875561257216,0.74812030075188,0.770524796840586
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.65833333 0.66666667 0.64285714 0.63865546 0.64285714],0.560224089635854,0.61344537815126,0.761006289308176,0.860606060606061,0.83249581239531,0.865159128978224,0.60253164556962,0.646739130434783,0.557473611460166,0.610169491525424,0.624277456647399,0.613769163106308,0.760504201680672,0.758909853249476,0.761006289308176
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.69791667 0.65625    0.65625    0.80851064],0.578616352201258,0.534591194968553,0.675879396984925,0.747300215982721,0.723849372384937,0.755230125523013,0.603550295857988,0.6375,0.578243670886076,0.548780487804878,0.584415584415584,0.536110231232182,0.675879396984925,0.679292929292929,0.675896464646465
svm_model_N26_B37_E63_nb_zones_12_lab_svd,26,37,63,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.89160839 0.93006993 0.94405594 0.91258741 0.90140845],0.545833333333333,0.6375,0.893081761006289,0.994389901823282,0.992997198879552,0.994397759103642,0.627986348122867,0.793103448275862,0.55380978865406,0.703071672354949,0.830645161290323,0.630839822024472,0.898608349900596,0.947589098532495,0.893081761006289
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdn,16,42,58,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55594406 0.52097902 0.51398601 0.54545455 0.53146853],0.489539748953975,0.418410041841004,0.863207547169811,1,1,1,0.495867768595041,0.476190476190476,0.490307627475769,0.437246963562753,0.47787610619469,0.421477735637028,0.863991662324127,0.868972746331237,0.863207547169811
svm_model_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.87412587 0.86713287 0.86713287 0.8951049  0.84859155],0.5875,0.579166666666667,0.819706498951782,0.89873417721519,0.894957983193277,0.899159663865546,0.662116040955632,0.751937984496124,0.57416719044626,0.643109540636042,0.81981981981982,0.595956421537817,0.827827827827828,0.866876310272536,0.819706498951782
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51736111 0.47552448 0.52097902 0.52097902 0.5034965 ],0.529411764705882,0.516806722689076,0.881027253668763,1,1,1,0.486238532110092,0.514563106796116,0.527651923768429,0.545454545454545,0.511111111111111,0.517691477885653,0.880714661061482,0.878406708595388,0.881027253668763
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.72916667 0.625      0.69148936 0.68085106 0.64893617],0.474683544303798,0.481012658227848,0.769620253164557,0.964360587002096,0.970464135021097,0.964135021097046,0.477987421383648,0.457831325301205,0.475582329317269,0.539325842696629,0.51063829787234,0.47406914893617,0.776412776412776,0.763285024154589,0.76994038441772
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.85416667 0.89583333 0.890625   0.890625   0.88541667],0.546875,0.51875,0.813125,1,1,1,0.638403990024938,0.842105263157895,0.5609335839599,0.620689655172414,0.777777777777778,0.515471167369901,0.830786644029428,0.924433249370277,0.813953597389853
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79861111 0.71527778 0.75694444 0.77083333 0.75352113],0.573221757322176,0.581589958158996,0.802675585284281,0.951428571428571,0.927576601671309,0.952646239554318,0.523364485981309,0.459016393442623,0.575662042875158,0.557522123893805,0.516393442622951,0.5829830460978,0.792982456140351,0.749585406301824,0.803123225916511
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102,6, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.41666667 0.50704225 0.42253521 0.45070423 0.49295775],0.510548523206751,0.489451476793249,0.800168634064081,1,1,1,0.528455284552846,0.565217391304348,0.512116892373485,0.457399103139013,0.467889908256881,0.48785120412844,0.799322607959356,0.813793103448276,0.800460908159781
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.62676056 0.56338028 0.65492958 0.67605634 0.64788732],0.669491525423729,0.610169491525424,0.637055837563452,0.643741403026135,0.659154929577465,0.635211267605634,0.606060606060606,0.476190476190476,0.683549783549784,0.51578947368421,0.401639344262295,0.617486338797814,0.6152466367713,0.568822553897181,0.63846999888296
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66, zones, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.775      0.8        0.79583333 0.8375     0.79831933],0.450704225352113,0.481690140845071,0.801362683438155,1,1,1,0.488188976377953,0.563636363636364,0.458133971291866,0.530612244897959,0.547368421052632,0.476714513556619,0.807711821410452,0.834381551362683,0.801362683438155
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,948,316,316,0.6,0.2,0.2, [0.84210526 0.89473684 0.85263158 0.88421053 0.86702128],0.54746835443038,0.518987341772152,0.811392405063291,0.996832101372756,0.9957805907173,0.996835443037975,0.620689655172414,0.717791411042945,0.541902241469185,0.589189189189189,0.717105263157895,0.526235558408216,0.824085005903188,0.884664131812421,0.811485036829093
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.53125    0.47395833 0.53645833 0.41578947],0.438871473354232,0.498432601880878,0.787593984962406,1,1,1,0.445820433436533,0.467532467532467,0.43982683982684,0.459459459459459,0.444444444444444,0.496318607764391,0.785034876347495,0.787531806615776,0.787593063801715
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdn,8,96,104,6, low_bits_4_shifted_2, svdn,708,236,236,0.6,0.2,0.2, [0.5        0.49295775 0.5        0.50704225 0.41428571],0.474576271186441,0.542372881355932,0.617796610169491,0.654028436018957,0.584745762711864,0.690677966101695,0.441441441441441,0.40495867768595,0.476392382321236,0.52212389380531,0.479674796747968,0.545147132887258,0.582793709528215,0.526755852842809,0.619048029514188
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.65625    0.75       0.65957447 0.64893617 0.60638298],0.506329113924051,0.481012658227848,0.755696202531646,0.931106471816284,0.940928270042194,0.930379746835443,0.566666666666667,0.698630136986301,0.519903303787268,0.523255813953488,0.6,0.486746987951807,0.767749699157641,0.828571428571429,0.757495590828924
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.89583333 0.81770833 0.82105263 0.86315789 0.9       ],0.547169811320755,0.459119496855346,0.79811320754717,0.994742376445846,0.991614255765199,0.994758909853249,0.602209944751381,0.668711656441718,0.544033247575698,0.511363636363636,0.573248407643312,0.460537247299917,0.807207207207207,0.843161856963614,0.797999591785716
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.53157895 0.54210526 0.53157895 0.53157895 0.55789474],0.487341772151899,0.484177215189874,0.603666245259166,0.692464358452139,0.715789473684211,0.682105263157895,0.480769230769231,0.5,0.487951807228916,0.489028213166144,0.493670886075949,0.484177215189873,0.61128332300062,0.62962962962963,0.60392620405136
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63,10, low_bits_4, svdne,1200,400,400,0.6,0.2,0.2, [0.72083333 0.7125     0.71666667 0.67083333 0.67916667],0.581920903954802,0.596045197740113,0.835953878406709,0.981605351170568,0.978333333333333,0.981666666666667,0.612565445026178,0.668571428571429,0.582889066241021,0.634271099744246,0.692737430167598,0.594940143655227,0.841036058913154,0.867924528301887,0.835953878406708
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdn,4,98,102,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.51041667 0.51052632 0.49473684 0.54736842],0.493710691823899,0.5,0.79874213836478,1,1,1,0.498442367601246,0.506329113924051,0.493789556962025,0.513761467889908,0.515337423312883,0.49960419552741,0.800249687890137,0.803258145363409,0.798725032277664
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.525      0.55833333 0.52083333 0.55882353 0.52941176],0.50561797752809,0.491573033707865,0.577044025157233,0.631147540983607,0.6438127090301,0.623745819397993,0.5,0.491620111731844,0.505697061515639,0.47536231884058,0.463276836158192,0.491414954391945,0.579029733959311,0.581761006289308,0.577044025157233
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.73958333 0.78125    0.70833333 0.71875   ],0.5125,0.4625,0.76,0.939914163090129,0.9125,0.941666666666667,0.486842105263158,0.544117647058823,0.516624040920716,0.455696202531646,0.545454545454545,0.474854932301741,0.752577319587629,0.780748663101604,0.761266350330145
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104,6, low_bits_6, svdn,708,236,236,0.6,0.2,0.2, [0.51408451 0.54929577 0.4084507  0.54929577 0.47857143],0.529661016949153,0.491525423728814,0.804237288135593,1,1,1,0.497737556561086,0.454545454545455,0.531620553359684,0.487179487179487,0.452380952380952,0.494372294372294,0.801375752364574,0.775374376039933,0.804785633615822
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102, zones, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.49479167 0.52604167 0.578125   0.54210526 0.48947368],0.509433962264151,0.550314465408805,0.80464824120603,0.98744769874477,0.98744769874477,0.98744769874477,0.521472392638037,0.537974683544304,0.509612341772152,0.565349544072948,0.550295857988166,0.550315714228982,0.806952203600248,0.807453416149068,0.804616161695881
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.73958333 0.69791667 0.65625    0.72916667],0.5875,0.6,0.76625,0.881002087682672,0.879166666666667,0.88125,0.607142857142857,0.6375,0.5875,0.623529411764706,0.6625,0.6,0.771113831089351,0.7875,0.76625
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.63636364 0.66783217 0.61188811 0.66433566 0.5915493 ],0.5375,0.545833333333333,0.787735849056604,0.870900209351012,0.873949579831933,0.870448179271709,0.602150537634409,0.7,0.5375,0.594795539033457,0.666666666666667,0.545833333333333,0.795557799091368,0.825995807127883,0.787735849056604
svm_model_N8_B96_E104_nb_zones_8_lab_svd,8,96,104,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.80729167 0.703125   0.74479167 0.78947368 0.76315789],0.625786163522013,0.610062893081761,0.731155778894472,0.806687565308255,0.807531380753138,0.806485355648536,0.644776119402985,0.687898089171974,0.626557740238161,0.633136094674556,0.656441717791411,0.608866020186028,0.737423312883436,0.7531328320802,0.731100421077884
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61458333 0.70526316 0.62631579 0.66842105 0.69473684],0.570977917981073,0.523659305993691,0.76796973518285,0.915537017726799,0.922268907563025,0.914915966386555,0.575,0.538011695906433,0.573800368501162,0.529595015576324,0.54140127388535,0.523825636942675,0.77,0.766169154228856,0.767995063047932
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.75       0.71527778 0.71830986 0.75352113],0.571428571428571,0.533613445378151,0.794463087248322,0.955056179775281,0.949720670391062,0.955307262569832,0.592,0.666666666666667,0.57742782152231,0.550607287449393,0.591304347826087,0.535489572287027,0.797353184449959,0.825342465753425,0.795072548666186
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63020833 0.625      0.67708333 0.6875     0.67368421],0.517241379310345,0.454545454545455,0.739974937343358,0.909844559585492,0.916492693110647,0.909185803757829,0.581521739130435,0.652439024390244,0.51331628638867,0.485207100591716,0.56551724137931,0.463793103448276,0.751645721125075,0.796954314720812,0.740680127657436
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.45138889 0.45833333 0.49305556 0.44444444 0.47887324],0.481171548117155,0.510460251046025,0.793478260869565,0.991643454038997,0.991643454038997,0.991643454038997,0.47008547008547,0.482456140350877,0.481228070175439,0.530120481927711,0.540983606557377,0.509808042594928,0.794338051623647,0.801680672268908,0.793519204686866
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.61111111 0.65972222 0.64583333 0.66666667],0.629166666666667,0.575,0.790833333333333,0.917355371900826,0.925,0.916666666666667,0.548223350253807,0.490909090909091,0.618531468531469,0.523364485981308,0.417910447761194,0.595747676710786,0.7792436235708,0.733443708609271,0.791218498599938
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdn,8,96,104,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.56944444 0.53521127 0.52816901 0.53521127],0.504201680672269,0.512605042016807,0.803361344537815,1,1,1,0.5,0.52212389380531,0.505061946902655,0.546875,0.578512396694215,0.51147842056933,0.805970149253731,0.822335025380711,0.803488046914061
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65833333 0.63333333 0.66666667 0.64583333 0.70168067],0.532394366197183,0.51830985915493,0.662473794549266,0.748566748566749,0.762938230383973,0.743739565943239,0.582914572864322,0.659090909090909,0.533456069070594,0.562659846547315,0.614525139664804,0.517489842559675,0.679601990049751,0.715932914046122,0.662473794549266
ensemble_model_N40_B30_E70_nb_zones_10_lab_svd,40,30,70,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.97478992 0.97058824 0.94957983 0.94117647 0.96218487],0.632311977715877,0.629526462395543,0.861111111111111,1,1,1,0.67,0.770114942528736,0.636408822615719,0.687058823529412,0.789189189189189,0.624479652065859,0.86848635235732,0.917190775681342,0.861111111111111
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.67708333 0.70833333 0.67708333 0.69791667],0.58125,0.55625,0.655,0.708860759493671,0.7,0.7125,0.603550295857988,0.621951219512195,0.580206378986867,0.553459119496855,0.578947368421053,0.557330827067669,0.655860349127182,0.660804020100502,0.655028875721893
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.75       0.71830986 0.70422535 0.6056338 ],0.516806722689076,0.491596638655462,0.684873949579832,0.800573888091822,0.781512605042017,0.80532212885154,0.559386973180077,0.61864406779661,0.517655367231638,0.49792531120332,0.504201680672269,0.491596638655462,0.687239366138449,0.693602693602694,0.684888595123494
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.5        0.54201681 0.50840336 0.49576271],0.536111111111111,0.558333333333333,0.829140461215933,1,1,1,0.577215189873418,0.581632653061224,0.531669985067198,0.566757493188011,0.634146341463415,0.564522150323544,0.832820512820513,0.851153039832285,0.829140461215933
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63888889 0.65972222 0.66666667 0.66901408 0.63380282],0.495798319327731,0.495798319327731,0.62248322147651,0.724409448818898,0.770949720670391,0.706703910614525,0.538461538461538,0.619469026548672,0.501734513274336,0.534883720930232,0.556451612903226,0.493138087153367,0.6484375,0.697478991596639,0.622608842531988
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.54861111 0.55633803 0.53521127 0.55633803],0.504201680672269,0.525210084033613,0.800840336134454,0.991620111731844,0.994397759103642,0.991596638655462,0.531746031746032,0.515384615384615,0.503062678062678,0.534979423868313,0.546218487394958,0.525210084033613,0.80429397192403,0.803630363036304,0.800787784257878
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.51041667 0.50526316 0.5        0.46842105],0.49685534591195,0.471698113207547,0.785534591194969,0.986330178759201,0.983228511530398,0.986373165618449,0.50920245398773,0.51875,0.496716772151899,0.454545454545455,0.454545454545455,0.471175166297118,0.784858044164038,0.786346396965866,0.785538655303959
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.86666667 0.85       0.825      0.82352941 0.85714286],0.556179775280899,0.528089887640449,0.817610062893082,0.981543624161074,0.978260869565217,0.981605351170568,0.572972972972973,0.63855421686747,0.56138237159163,0.5625,0.568421052631579,0.525174381737476,0.821171634121274,0.837526205450734,0.817610062893082
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.47916667 0.47395833 0.48958333 0.45833333 0.42708333],0.496875,0.465625,0.7925,1,1,1,0.485623003194888,0.469135802469136,0.497226129082669,0.446601941747573,0.43125,0.465625,0.790139064475347,0.77930174563591,0.79253307833174
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdn,32,34,66,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.55882353 0.48739496 0.55462185 0.55084746],0.494444444444444,0.497222222222222,0.809748427672956,1,1,1,0.530927835051546,0.553763440860215,0.492398961809418,0.514745308310992,0.551724137931034,0.49898034853541,0.813750641354541,0.831236897274633,0.809748427672956
svm_model_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.703125   0.64583333 0.70833333 0.76842105],0.658307210031348,0.658307210031348,0.716165413533835,0.747039827771798,0.724425887265136,0.754697286012526,0.670694864048338,0.660714285714286,0.658171712393566,0.635451505016722,0.641891891891892,0.657203255887466,0.709429121231559,0.695597484276729,0.716088380090924
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.64583333 0.66666667 0.69444444 0.70138889 0.6875    ],0.516666666666667,0.6,0.650833333333333,0.713692946058091,0.716666666666667,0.7125,0.536,0.531746031746032,0.515873015873016,0.58974358974359,0.610619469026549,0.600585325064455,0.652858326429163,0.657762938230384,0.650844863457954
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,960,320,320,0.6,0.2,0.2, [0.55208333 0.484375   0.52604167 0.47916667 0.515625  ],0.528125,0.484375,0.798125,0.992700729927007,0.991666666666667,0.992708333333333,0.517571884984026,0.496932515337423,0.528721034738775,0.462540716612378,0.467105263157895,0.483552631578947,0.795440151994934,0.789937106918239,0.798074143521231
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.60416667 0.65625    0.6875     0.61458333 0.72916667],0.55,0.5625,0.805,0.97071129707113,0.966666666666667,0.970833333333333,0.52,0.513157894736842,0.548245614035088,0.573170731707317,0.573170731707317,0.562226391494684,0.803030303030303,0.798994974874372,0.804970124253106
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.50420168 0.57142857 0.51260504 0.55882353 0.50847458],0.516666666666667,0.577777777777778,0.828616352201258,0.999157540016849,0.998316498316498,0.999158249158249,0.52972972972973,0.556818181818182,0.5175395256917,0.575418994413408,0.559782608695652,0.578186758893281,0.829242819843342,0.832285115303983,0.828616352201258
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.47222222 0.52777778 0.52083333 0.47222222 0.52083333],0.479166666666667,0.541666666666667,0.804166666666667,1,1,1,0.476987447698745,0.5,0.48015873015873,0.53781512605042,0.547008547008547,0.541796956431103,0.803675856307435,0.813874788494078,0.804310136447367
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.59663866 0.55882353 0.57563025 0.60504202 0.58898305],0.502777777777778,0.477777777777778,0.804507337526205,0.994957983193277,0.996632996632997,0.994949494949495,0.512261580381471,0.534090909090909,0.503458498023715,0.512953367875648,0.538043478260869,0.476408102766799,0.80802882141019,0.822851153039832,0.804507337526206
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.85       0.83613445 0.84033613 0.8487395  0.8487395 ],0.578212290502793,0.541899441340782,0.830712788259958,0.993254637436762,0.988255033557047,0.993288590604027,0.549253731343284,0.519774011299435,0.577566563660767,0.539325842696629,0.530386740331492,0.542029528357836,0.827916888652104,0.814465408805031,0.830712788259958
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.78991597 0.82352941 0.84453782 0.83613445 0.80508475],0.555555555555556,0.563888888888889,0.808176100628931,0.958368734069669,0.94949494949495,0.958754208754209,0.626168224299065,0.708994708994709,0.547479810637705,0.623501199040767,0.760233918128655,0.573238652186021,0.818991097922848,0.867924528301887,0.808176100628931
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52797203 0.4965035  0.4965035  0.49300699 0.5034965 ],0.481171548117155,0.514644351464435,0.54979035639413,0.560681334279631,0.552447552447552,0.567132867132867,0.495934959349593,0.480314960629921,0.481228908886389,0.495652173913043,0.508928571428571,0.514306805399325,0.544297082228117,0.537735849056604,0.54979035639413
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.7        0.71428571 0.61344538 0.62184874],0.624649859943978,0.610644257703081,0.818658280922432,0.938396624472574,0.931323283082077,0.938860971524288,0.608187134502924,0.568306010928962,0.626107028452987,0.577507598784195,0.545977011494253,0.609054079517618,0.813577586206896,0.791404612159329,0.818658280922432
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.58333333 0.61805556 0.62676056 0.67605634 0.66901408],0.609243697478992,0.579831932773109,0.774789915966387,0.894810659186536,0.893557422969188,0.894957983193277,0.614107883817427,0.592,0.610159292035398,0.576271186440678,0.557377049180328,0.580412662521198,0.774789915966387,0.763245033112583,0.774967226453902
ensemble_model_N8_B96_E104_nb_zones_8_lab_svd,8,96,104,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.76041667 0.71875    0.76315789 0.73684211],0.628930817610063,0.657232704402516,0.809045226130653,0.918690601900739,0.910041841004184,0.919456066945607,0.666666666666667,0.756410256410256,0.631291547958215,0.676557863501484,0.721518987341772,0.657634493670886,0.814407814407814,0.842171717171717,0.809210858585859
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.45774648 0.55633803 0.56338028 0.42253521 0.45070423],0.529661016949153,0.470338983050848,0.796108291032149,0.992987377279102,0.997183098591549,0.992957746478873,0.54320987654321,0.528,0.529765765765766,0.481327800829875,0.42962962962963,0.477191052438577,0.798663324979114,0.777235772357724,0.796907127801437
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61971831 0.70422535 0.64084507 0.66197183 0.64788732],0.521186440677966,0.470338983050848,0.77072758037225,0.952924393723252,0.940845070422535,0.953521126760563,0.534979423868313,0.546218487394958,0.520972491560727,0.48559670781893,0.483606557377049,0.469873454127121,0.771693344566133,0.768456375838926,0.770746959250521
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.78991597 0.78151261 0.81512605 0.78151261 0.76271186],0.513888888888889,0.525,0.807651991614256,0.982248520710059,0.978114478114478,0.982323232323232,0.59954233409611,0.740112994350282,0.517597480781699,0.608695652173913,0.726775956284153,0.521580068537557,0.821584832280019,0.885744234800839,0.807651991614256
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57983193 0.66806723 0.6092437  0.52941176 0.62184874],0.565459610027855,0.554317548746518,0.780922431865828,0.914285714285714,0.914285714285714,0.914285714285714,0.561797752808989,0.591715976331361,0.566910619744628,0.56989247311828,0.557894736842105,0.554095297415135,0.782064650677789,0.786163522012579,0.780922431865828
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.4789916  0.54201681 0.53361345 0.51680672 0.55462185],0.518105849582173,0.532033426183844,0.821278825995807,1,1,1,0.518105849582173,0.52247191011236,0.518142032404246,0.550802139037433,0.569060773480663,0.531721397976287,0.822672906916277,0.829140461215933,0.821278825995807
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.63888889 0.67361111 0.70833333 0.63194444 0.65972222],0.558333333333333,0.625,0.674166666666667,0.716981132075472,0.686111111111111,0.729166666666667,0.57258064516129,0.581967213114754,0.55793275909975,0.625,0.641025641025641,0.625390869293308,0.667799490229397,0.656093489148581,0.674136594823875
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.6875     0.6875     0.64583333 0.71276596],0.60377358490566,0.584905660377358,0.78894472361809,0.918580375782881,0.920502092050209,0.918410041841004,0.577181208053691,0.544303797468354,0.603401898734177,0.582278481012658,0.597402597402597,0.585286664554957,0.786259541984733,0.782278481012658,0.788894851478898
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.59722222 0.57746479 0.61267606 0.61267606 0.62676056],0.565400843881857,0.552742616033755,0.809443507588533,0.97629009762901,0.98314606741573,0.976123595505618,0.54625550660793,0.543859649122807,0.564612751390672,0.522522522522523,0.495726495726496,0.552029914529915,0.806174957118353,0.800681431005111,0.809355740544292
svm_model_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.90756303 0.92436975 0.94957983 0.8907563  0.92857143],0.615598885793872,0.559888579387187,0.836477987421384,0.986509274873524,0.983193277310924,0.98655462184874,0.671428571428571,0.746031746031746,0.608309990662932,0.601010101010101,0.7,0.566931216931217,0.844155844155844,0.885744234800839,0.836477987421384
ensemble_model_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.85763889 0.88194444 0.8951049  0.88811189 0.86013986],0.430379746835443,0.417721518987342,0.840670859538784,0.978397212543554,0.97907949790795,0.978382147838215,0.522968197879859,0.616666666666667,0.427991452991453,0.485074626865672,0.555555555555556,0.419444444444444,0.846928499496475,0.881551362683438,0.840670859538784
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.59027778 0.69014085 0.65492958 0.71830986],0.579831932773109,0.621848739495798,0.768067226890756,0.879551820728291,0.879551820728291,0.879551820728291,0.56140350877193,0.621359223300971,0.584753685724559,0.666666666666667,0.692307692307692,0.614672364672365,0.772277227722772,0.793220338983051,0.768276836158192
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.58421053 0.44210526 0.57368421 0.55263158 0.54736842],0.575949367088608,0.506329113924051,0.623261694058154,0.670258620689655,0.654736842105263,0.677894736842105,0.541095890410959,0.516339869281046,0.574120854885922,0.521472392638037,0.53125,0.506009615384615,0.614489003880983,0.602791878172589,0.623184352184531
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65789474 0.65263158 0.61052632 0.66842105 0.65263158],0.60126582278481,0.588607594936709,0.651074589127686,0.689727463312369,0.692631578947368,0.688421052631579,0.631578947368421,0.692307692307692,0.602403846153846,0.622093023255814,0.660493827160494,0.586740420073753,0.663414634146341,0.686002522068096,0.650986051908573
ensemble_model_N26_B37_E63_nb_zones_12_lab_svd,26,37,63,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.96153846 0.96853147 0.91258741 0.92657343 0.92957746],0.575,0.595833333333333,0.890461215932914,0.993016759776536,0.995798319327731,0.992997198879552,0.610687022900763,0.64,0.572173913043478,0.613545816733068,0.669565217391304,0.598782608695652,0.89254498714653,0.909853249475891,0.890461215932914
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.81512605 0.88235294 0.85294118 0.88655462 0.91525424],0.530555555555556,0.516666666666667,0.815513626834382,0.992443324937028,0.994949494949495,0.992424242424242,0.625277161862528,0.719387755102041,0.512132901941264,0.567164179104478,0.695121951219512,0.531234444997511,0.827788649706458,0.886792452830189,0.815513626834382
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdne,4,98,102,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.625      0.66666667 0.61052632 0.62105263],0.613207547169811,0.550314465408805,0.630653266331658,0.639821029082774,0.598326359832636,0.663179916317992,0.682170542635659,0.790419161676647,0.603818852361502,0.630490956072351,0.7625,0.548971518987342,0.647482014388489,0.670807453416149,0.630194069783043
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdne,8,96,104,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.64583333 0.66666667 0.6875     0.63194444 0.625     ],0.55,0.533333333333333,0.641666666666667,0.697406340057637,0.672222222222222,0.708333333333333,0.530434782608696,0.516949152542373,0.549458182828563,0.508771929824561,0.464,0.536347826086957,0.626736111111111,0.598673300165838,0.64188271373451
ensemble_model_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.77604167 0.6875     0.71875    0.70833333 0.67708333],0.6,0.61875,0.79625,0.919491525423729,0.904166666666667,0.920833333333333,0.607361963190184,0.647058823529412,0.601972525537161,0.661111111111111,0.7,0.613333333333333,0.8,0.811955168119552,0.796190883934305
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.45833333 0.42708333 0.52083333 0.38541667],0.5125,0.5,0.52,0.533057851239669,0.5375,0.529166666666667,0.5,0.4875,0.5125,0.5,0.487804878048781,0.500312695434647,0.52,0.517412935323383,0.520013000325008
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.74789916 0.74369748 0.74369748 0.70168067 0.77542373],0.513888888888889,0.544444444444444,0.778301886792453,0.929765886287625,0.936026936026936,0.929292929292929,0.552429667519181,0.635294117647059,0.520278637770898,0.598039215686274,0.642105263157895,0.538699690402477,0.78796992481203,0.823899371069182,0.778301886792453
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svd,40,30,70,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.88235294 0.85714286 0.8697479  0.87815126 0.88135593],0.563888888888889,0.566666666666667,0.820754716981132,0.97569153394803,0.97979797979798,0.975589225589225,0.634032634032634,0.739130434782609,0.559906126482213,0.619512195121951,0.721590909090909,0.570034584980237,0.831692913385827,0.885744234800839,0.820754716981132
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.56293706 0.55944056 0.50699301 0.53496503],0.535564853556485,0.518828451882845,0.881551362683438,1,1,1,0.577946768060837,0.59375,0.531109234234234,0.479638009049774,0.477477477477478,0.516082488738739,0.881922675026123,0.884696016771489,0.881551362683438
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.5        0.51388889 0.51388889 0.53472222 0.43661972],0.481171548117155,0.481171548117155,0.494147157190635,0.556521739130435,0.623955431754875,0.502785515320334,0.544117647058823,0.611570247933884,0.479513937526264,0.550724637681159,0.617886178861789,0.477046537706756,0.552845528455285,0.620232172470978,0.493084045763314
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70,10, low_bits_6, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.86666667 0.9        0.87916667 0.90756303 0.88655462],0.480337078651685,0.525280898876405,0.813417190775681,0.998324958123953,0.996655518394649,0.998327759197324,0.549878345498783,0.638418079096045,0.48122021273238,0.596658711217184,0.698324022346369,0.524303254111037,0.824110671936759,0.874213836477987,0.813417190775681
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.47916667 0.5        0.48591549 0.47887324],0.529411764705882,0.46218487394958,0.798319327731092,1,1,1,0.540983606557377,0.55,0.529237288135593,0.479674796747968,0.504273504273504,0.462880553789645,0.800664451827242,0.811447811447811,0.798341355388335
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.66666667 0.64583333 0.59027778 0.59859155],0.439330543933054,0.506276150627615,0.741638795986622,0.921595598349381,0.933147632311978,0.920612813370474,0.412280701754386,0.439252336448598,0.439323137921269,0.508333333333333,0.539823008849557,0.508006742520017,0.741422594142259,0.765112262521589,0.74236164179564
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.74305556 0.75       0.77083333 0.72916667 0.73611111],0.5625,0.608333333333333,0.805833333333333,0.951841359773371,0.933333333333333,0.952777777777778,0.574898785425101,0.601694915254237,0.563142539594332,0.614754098360655,0.630252100840336,0.608514480172234,0.805346700083542,0.807370184254606,0.805840979357817
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.50520833 0.51041667 0.5        0.47395833 0.49479167],0.521875,0.48125,0.79125,0.984358706986444,0.983333333333333,0.984375,0.511182108626198,0.49079754601227,0.522468836700402,0.464516129032258,0.467532467532467,0.480754185573463,0.788874841972187,0.782936010037641,0.79121893901633
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.52447552 0.51398601 0.55244755 0.51398601],0.468619246861925,0.518828451882845,0.873165618448637,1,1,1,0.459574468085106,0.461538461538462,0.468474148802018,0.530612244897959,0.532786885245902,0.518530194759703,0.873298429319372,0.874213836477987,0.873165618448637
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.52430556 0.50694444 0.52777778 0.52797203 0.56643357],0.495762711864407,0.470338983050848,0.863207547169811,0.988186240444753,0.99025069637883,0.988161559888579,0.484848484848485,0.478632478632479,0.495618760324643,0.497991967871486,0.521008403361345,0.469905911082382,0.863991662324127,0.868972746331237,0.863207547169811
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.5625     0.59722222 0.59722222 0.625      0.60416667],0.570833333333333,0.554166666666667,0.795833333333333,0.951321279554937,0.95,0.951388888888889,0.611320754716981,0.642857142857143,0.567042606516291,0.593155893536122,0.661016949152542,0.555918310641845,0.803528468323978,0.829470198675497,0.795607582559225
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.59722222 0.65277778 0.61267606 0.59859155 0.58450704],0.592436974789916,0.588235294117647,0.77563025210084,0.899159663865546,0.899159663865546,0.899159663865546,0.544600938967136,0.547169811320755,0.587978845054317,0.608,0.666666666666667,0.591397849462366,0.773152081563296,0.788561525129983,0.77600996321752
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svd,8,96,104, zones, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.74210526 0.67894737 0.63684211 0.73684211],0.689873417721519,0.632911392405063,0.797724399494311,0.892276422764228,0.92421052631579,0.888421052631579,0.727777777777778,0.829113924050633,0.689873417721519,0.670454545454546,0.761290322580645,0.63530354638349,0.811320754716981,0.873096446700508,0.798009180529095
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.39583333 0.47916667 0.55319149 0.43617021],0.443037974683544,0.5,0.789141414141414,1,1,1,0.421052631578947,0.421052631578947,0.442233632862644,0.439716312056738,0.455882352941176,0.494607843137255,0.782834850455137,0.787958115183246,0.789101008811135
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,1428,476,476,0.6,0.2,0.2, [0.58741259 0.52797203 0.53496503 0.47202797 0.51056338],0.4375,0.508333333333333,0.85377358490566,0.98169014084507,0.976190476190476,0.981792717086835,0.453441295546559,0.474576271186441,0.438107807724368,0.504201680672269,0.491803278688525,0.508613503751042,0.853543307086614,0.852201257861635,0.85377358490566
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdne,8,96,104,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.70138889 0.76760563 0.75352113 0.76760563],0.567226890756302,0.550420168067227,0.816806722689076,0.988826815642458,0.991596638655462,0.988795518207283,0.569037656903766,0.557377049180328,0.56748162803844,0.586872586872587,0.589147286821705,0.546867221392504,0.820428336079077,0.819078947368421,0.816755968529571
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.48739496 0.51680672 0.50840336 0.51260504 0.50423729],0.530555555555556,0.505555555555556,0.818134171907757,1,1,1,0.536986301369863,0.521276595744681,0.530987135081643,0.494318181818182,0.505813953488372,0.505566551212271,0.817847769028871,0.816561844863732,0.818134171907757
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.703125   0.67708333 0.67708333 0.72105263 0.61578947],0.569182389937107,0.572327044025157,0.803391959798995,0.957081545064378,0.933054393305439,0.9581589958159,0.591044776119403,0.607361963190184,0.56819711062735,0.604651162790698,0.611764705882353,0.56939586645469,0.805710738671632,0.800246609124538,0.803452369863165
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.52083333 0.51748252 0.4965035  0.48251748],0.485232067510549,0.523206751054852,0.871593291404612,0.993016759776536,0.99163179916318,0.99302649930265,0.487394957983193,0.495726495726496,0.485363247863248,0.546184738955823,0.566666666666667,0.522649572649573,0.872329338196978,0.877358490566038,0.871593291404612
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.74305556 0.71830986 0.73943662 0.6971831 ],0.512605042016807,0.588235294117647,0.780672268907563,0.932952924393723,0.915966386554622,0.934173669467787,0.516666666666667,0.574074074074074,0.517806267806268,0.623076923076923,0.675,0.5875,0.782681099084097,0.803418803418803,0.781048244684608
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.57638889 0.44366197 0.51408451 0.48591549],0.474789915966386,0.445378151260504,0.784033613445378,1,1,1,0.489795918367347,0.483870967741936,0.474391624221845,0.472,0.487603305785124,0.444656353747263,0.787427626137303,0.790697674418605,0.783954279386173
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svd,40,30,70, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.95       0.9375     0.96218487 0.89915966 0.93277311],0.571428571428571,0.599439775910364,0.842767295597484,0.996649916247906,0.996649916247906,0.996649916247906,0.606683804627249,0.706586826347305,0.579609202647337,0.634271099744245,0.652631578947368,0.595776867317996,0.848024316109422,0.877358490566038,0.842767295597484
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdne,4,98,102,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.65625    0.625      0.6875     0.66145833 0.73958333],0.534375,0.528125,0.803125,0.984391259105099,0.985416666666667,0.984375,0.547112462006079,0.604026845637584,0.53885552808195,0.572237960339943,0.604790419161677,0.524617431803061,0.808277541083384,0.834170854271357,0.803279456986425
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.64166667 0.67916667 0.64705882 0.64285714 0.67647059],0.624649859943978,0.61624649859944,0.690251572327044,0.744,0.778894472361809,0.731993299832496,0.651041666666667,0.694444444444444,0.624058380414313,0.640419947506562,0.689265536723164,0.616854990583804,0.706699751861042,0.746331236897275,0.690251572327044
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.52112676 0.47887324 0.54225352 0.54225352 0.52857143],0.516949152542373,0.504237288135593,0.790677966101695,0.977591036414566,0.985875706214689,0.977401129943503,0.536585365853659,0.519685039370079,0.516723253629993,0.493506493506494,0.537735849056604,0.50732946298984,0.792611251049538,0.804088586030664,0.790745810721909
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.5625     0.41549296 0.55633803 0.44366197],0.508403361344538,0.478991596638655,0.512605042016807,0.560311284046693,0.605042016806723,0.525210084033613,0.561797752808989,0.604838709677419,0.504173740803622,0.507936507936508,0.547008547008547,0.480115843752207,0.550387596899225,0.593645484949833,0.512194364096538
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.69270833 0.71354167 0.71578947 0.71052632 0.74210526],0.685534591194968,0.635220125786163,0.809433962264151,0.907936507936508,0.89937106918239,0.908805031446541,0.683544303797468,0.705882352941176,0.686274509803922,0.644171779141104,0.648148148148148,0.63497150997151,0.809073724007561,0.810606060606061,0.809438368648895
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.5        0.55208333 0.51041667 0.47916667],0.44375,0.48125,0.7825,0.995833333333333,0.995833333333333,0.995833333333333,0.440251572327044,0.454545454545455,0.444140197152245,0.471337579617834,0.493333333333333,0.481960784313726,0.781407035175879,0.793367346938776,0.782713085234094
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.59375    0.60416667 0.68229167 0.66666667 0.65625   ],0.540625,0.515625,0.630625,0.713577799801784,0.75,0.698958333333333,0.59504132231405,0.624277456647399,0.533227163697849,0.52887537993921,0.617021276595745,0.526387733269939,0.652557319223986,0.698992443324937,0.631133938784057
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.51388889 0.52083333 0.51388889 0.54225352 0.55633803],0.521008403361345,0.470588235294118,0.567114093959732,0.635883905013193,0.673184357541899,0.614525139664804,0.568181818181818,0.6,0.516814159292035,0.526315789473684,0.636363636363636,0.482244318181818,0.599378881987578,0.650927487352445,0.567533860537658
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.45789474 0.48947368 0.46842105 0.48947368],0.512658227848101,0.512658227848101,0.805309734513274,1,1,1,0.5,0.513333333333333,0.512690763052209,0.51875,0.522012578616352,0.512598645996074,0.804816223067174,0.809948979591837,0.805350429645542
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70,10, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.68333333 0.67647059 0.67226891 0.66386555 0.64705882],0.581005586592179,0.539106145251397,0.788259958071279,0.926263463131732,0.937919463087248,0.925335570469798,0.568965517241379,0.556179775280899,0.580867665418227,0.542936288088643,0.544444444444444,0.539076154806492,0.789144050104384,0.792452830188679,0.788259958071279
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,714,238,238,0.6,0.2,0.2, [0.74305556 0.72916667 0.71830986 0.71126761 0.71126761],0.579831932773109,0.567226890756302,0.804201680672269,0.95774647887324,0.952380952380952,0.957983193277311,0.62406015037594,0.643410852713178,0.573999004338241,0.586345381526104,0.646017699115044,0.571008849557522,0.809795918367347,0.82804674457429,0.804040292760918
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.67708333 0.66666667 0.59574468 0.59574468 0.59574468],0.531645569620253,0.474683544303798,0.649367088607595,0.753086419753086,0.772151898734177,0.746835443037975,0.55421686746988,0.55421686746988,0.530441767068273,0.464516129032258,0.467532467532467,0.474506974506974,0.656753407682776,0.667506297229219,0.649274777113337
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.60504202 0.6302521  0.71008403 0.56302521 0.61440678],0.616666666666667,0.580555555555556,0.792976939203354,0.911222780569514,0.915824915824916,0.910774410774411,0.640625,0.661290322580645,0.615127919911012,0.56231884057971,0.557471264367816,0.579810901001112,0.794591783671347,0.80083857442348,0.792976939203354
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.47478992 0.51260504 0.51260504 0.51260504 0.53389831],0.511111111111111,0.533333333333333,0.812368972746331,0.988155668358714,0.983164983164983,0.988215488215488,0.497142857142857,0.511764705882353,0.511145510835913,0.557894736842105,0.557894736842105,0.531888544891641,0.812761506276151,0.814465408805031,0.812368972746331
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64210526 0.58947368 0.67894737 0.67894737 0.6       ],0.632911392405063,0.639240506329114,0.646017699115044,0.669338677354709,0.703157894736842,0.652631578947368,0.681318681318681,0.775,0.631089743589744,0.690217391304348,0.846666666666667,0.649236947791165,0.676300578034682,0.745222929936306,0.646764538995756
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.72916667 0.72535211 0.72535211 0.78169014],0.550420168067227,0.533613445378151,0.734453781512605,0.863128491620112,0.865546218487395,0.862745098039216,0.586872586872587,0.655172413793103,0.552996042962125,0.596363636363636,0.616541353383459,0.522556390977444,0.7472,0.770627062706271,0.733772435462724
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45833333 0.54225352 0.51408451 0.5        0.49295775],0.472573839662447,0.540084388185654,0.794266441821248,0.985955056179775,0.985955056179775,0.985955056179775,0.481327800829876,0.487394957983193,0.472511038313631,0.547717842323651,0.545454545454545,0.539968652037618,0.795644891122278,0.796979865771812,0.794252644750313
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.73958333 0.68421053 0.68947368 0.66315789 0.73157895],0.545741324921136,0.542586750788643,0.781841109709962,0.939297124600639,0.926470588235294,0.940126050420168,0.563636363636364,0.624161073825503,0.55017577500799,0.598337950138504,0.603351955307263,0.533560035624646,0.787730061349693,0.798507462686567,0.781606672519754
ensemble_model_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.95       0.96638655 0.96218487 0.96218487 0.95378151],0.659217877094972,0.673184357541899,0.874213836477987,0.999161777032691,1,0.999161073825503,0.700980392156863,0.798882681564246,0.659217877094972,0.694516971279373,0.743016759776536,0.673184357541899,0.879032258064516,0.914046121593291,0.874213836477987
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.81818182 0.82867133 0.77622378 0.81818182 0.8415493 ],0.604166666666667,0.616666666666667,0.895702306079665,0.991537376586742,0.984593837535014,0.991596638655462,0.694533762057878,0.892561983471074,0.601743176609487,0.687074829931973,0.848739495798319,0.618584623932217,0.901631240731587,0.955974842767296,0.895702306079664
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.56944444 0.5        0.49305556 0.50694444 0.45833333],0.479166666666667,0.470833333333333,0.79,1,1,1,0.481327800829876,0.513274336283186,0.481046616960491,0.50965250965251,0.519685039370079,0.467807121454951,0.79344262295082,0.806666666666666,0.79
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.55833333 0.60416667 0.5625     0.5625     0.60504202],0.498591549295775,0.487323943661972,0.802410901467505,0.98582151793161,0.986644407345576,0.985809682804674,0.521505376344086,0.544943820224719,0.498460610677331,0.508108108108108,0.531073446327684,0.487446835523392,0.805770221535291,0.819706498951782,0.802410901467505
svm_model_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104,8, lab, svdn,960,320,320,0.6,0.2,0.2, [0.54166667 0.52604167 0.546875   0.52604167 0.50520833],0.55625,0.5,0.534375,0.562685093780849,0.59375,0.538541666666667,0.56441717791411,0.621621621621622,0.560810810810811,0.503105590062112,0.519230769230769,0.50046904315197,0.551475015051174,0.584183673469388,0.535351640656262
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.71354167 0.64583333 0.6875     0.70526316 0.73157895],0.522012578616352,0.537735849056604,0.772613065326633,0.933474128827878,0.924686192468619,0.934100418410042,0.573033707865169,0.653846153846154,0.524453941120608,0.573913043478261,0.596385542168675,0.535034876347495,0.780339805825243,0.80375,0.772455808080808
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.50420168 0.4789916  0.52941176 0.48739496 0.52542373],0.552777777777778,0.538888888888889,0.825471698113208,0.994957983193277,0.996632996632997,0.994949494949495,0.554016620498615,0.552486187845304,0.552779406771814,0.56544502617801,0.603351955307263,0.539245038427112,0.8277289187791,0.838574423480084,0.825471698113208
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.77604167 0.77604167 0.78645833 0.703125   0.75263158],0.567398119122257,0.605015673981191,0.743734335839599,0.839779005524862,0.793319415448852,0.848643006263048,0.616666666666667,0.68944099378882,0.566239484236182,0.622754491017964,0.638036809815951,0.604274815164386,0.744215134459037,0.740971357409714,0.743751756888968
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.76041667 0.71875    0.72916667 0.71875   ],0.61875,0.6125,0.79875,0.921810699588478,0.933333333333333,0.920833333333333,0.616352201257862,0.604938271604938,0.618924832005001,0.651685393258427,0.682352941176471,0.607843137254902,0.804374240583232,0.815270935960591,0.798498412142732
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.575      0.5875     0.52916667 0.53781513 0.58823529],0.474719101123595,0.502808988764045,0.79979035639413,0.984974958263773,0.986622073578595,0.98494983277592,0.545012165450122,0.592592592592593,0.466954978931027,0.528,0.592814371257485,0.508047397268954,0.807459677419355,0.839622641509434,0.79979035639413
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svd,26,37,63,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.82517483 0.85664336 0.83916084 0.85314685 0.81338028],0.545833333333333,0.45,0.851153039832285,0.969481902058197,0.956582633053221,0.969887955182073,0.614840989399293,0.696,0.539304347826087,0.507462686567164,0.591304347826087,0.455652173913043,0.855102040816326,0.878406708595388,0.851153039832285
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.51388889 0.51388889 0.50704225 0.49295775 0.48591549],0.453781512605042,0.487394957983193,0.788235294117647,1,1,1,0.403669724770642,0.376068376068376,0.452496997951543,0.483050847457627,0.471074380165289,0.487673942219397,0.784246575342466,0.769747899159664,0.788235294117647
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.77731092 0.78571429 0.80252101 0.82352941 0.79831933],0.593314763231198,0.565459610027855,0.841719077568134,1,1,1,0.649038461538461,0.725806451612903,0.588336751818012,0.628571428571429,0.763005780346821,0.572363105227174,0.850937808489635,0.90356394129979,0.841719077568134
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.87062937 0.85314685 0.87412587 0.88111888 0.86363636],0.506276150627615,0.560669456066946,0.873689727463312,0.987394957983193,0.986013986013986,0.987412587412587,0.569343065693431,0.702702702702703,0.519320101351351,0.639175257731959,0.7265625,0.547965934684685,0.879076768690416,0.918238993710692,0.873689727463312
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.78671329 0.78321678 0.79020979 0.79020979 0.83450704],0.541666666666667,0.529166666666667,0.85377358490566,0.96045197740113,0.952380952380952,0.96078431372549,0.592592592592593,0.655737704918033,0.539733259238677,0.579925650557621,0.661016949152542,0.531328146707419,0.857289002557545,0.878406708595388,0.85377358490566
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.671875   0.73684211 0.66842105 0.63684211 0.73684211],0.533123028391167,0.542586750788643,0.796973518284994,0.969376979936642,0.964285714285714,0.96953781512605,0.562130177514793,0.629139072847682,0.537461102688901,0.579710144927536,0.613496932515337,0.540514700023902,0.802453987730061,0.827848101265823,0.79708987977864
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.4789916  0.48739496 0.44537815 0.52521008 0.42436975],0.534818941504178,0.498607242339833,0.811320754716981,0.989121338912134,0.99327731092437,0.989075630252101,0.542465753424658,0.556179775280899,0.534995964988516,0.473684210526316,0.447513812154696,0.499037804953753,0.810725552050473,0.808176100628931,0.811320754716981
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.625      0.62676056 0.67605634 0.61267606],0.609243697478992,0.563025210084034,0.642857142857143,0.690217391304348,0.711484593837535,0.680672268907563,0.64638783269962,0.69672131147541,0.606981345392877,0.617647058823529,0.743362831858407,0.571681415929204,0.665617623918175,0.714527027027027,0.643216690771039
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.74305556 0.66666667 0.75       0.73611111 0.75      ],0.6125,0.533333333333333,0.818333333333333,0.98191933240612,0.980555555555556,0.981944444444444,0.635294117647059,0.680672268907563,0.613063407181054,0.552,0.58974358974359,0.534709193245779,0.821895424836601,0.843959731543624,0.818503044579759
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.64583333 0.625      0.67021277 0.64893617],0.588607594936709,0.575949367088608,0.787878787878788,0.925,0.932773109243698,0.92436974789916,0.610778443113772,0.621951219512195,0.587291399229782,0.510948905109489,0.546875,0.571309840425532,0.785714285714286,0.802083333333333,0.788296568627451
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.86554622 0.87394958 0.87394958 0.83193277 0.86440678],0.611111111111111,0.572222222222222,0.84538784067086,0.999157540016849,0.998316498316498,0.999158249158249,0.656862745098039,0.73224043715847,0.609058071686579,0.624390243902439,0.72316384180791,0.574696675002315,0.85286783042394,0.896226415094339,0.84538784067086
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svd,8,96,104,8, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69270833 0.65104167 0.68229167 0.75520833 0.67894737],0.554858934169279,0.504702194357367,0.697368421052632,0.803858520900322,0.782881002087683,0.808977035490605,0.605555555555555,0.633720930232558,0.548152982123082,0.543352601156069,0.591194968553459,0.504972484276729,0.705308114704088,0.71358024691358,0.697120912260861
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svd,40,30,70,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.90756303 0.85294118 0.8697479  0.88235294 0.85169492],0.569444444444444,0.608333333333333,0.840670859538784,0.993243243243243,0.98989898989899,0.993265993265993,0.603580562659847,0.648351648351648,0.568557846647734,0.653562653562654,0.747191011235955,0.609859241881714,0.846619576185671,0.879454926624738,0.840670859538784
svm_model_N16_B92_E108_nb_zones_4_lab_svd,16,92,108,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.82291667 0.86458333 0.88297872 0.86170213 0.84042553],0.620253164556962,0.60126582278481,0.808860759493671,0.940425531914893,0.932489451476793,0.940928270042194,0.693877551020408,0.708333333333333,0.596102150537635,0.644067796610169,0.780821917808219,0.613940370668815,0.820877817319098,0.852216748768473,0.807618791050903
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.56293706 0.48601399 0.59090909 0.53521127],0.4875,0.495833333333333,0.872117400419287,1,1,1,0.472103004291845,0.47008547008547,0.487075255367938,0.489451476793249,0.471544715447154,0.496456118407338,0.871443624868282,0.866876310272536,0.872117400419287
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.85416667 0.88333333 0.91176471 0.8487395  0.87815126],0.515406162464986,0.507002801120448,0.817085953878407,1,1,1,0.54353562005277,0.569060773480663,0.514644023103968,0.529411764705882,0.5625,0.507769337016575,0.820749871597329,0.837526205450734,0.817085953878407
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.59027778 0.66433566 0.62587413 0.62937063 0.5979021 ],0.65546218487395,0.638655462184874,0.650943396226415,0.663513513513514,0.685754189944134,0.652234636871508,0.640350877192982,0.629310344827586,0.654819106840023,0.647540983606557,0.647540983606557,0.638425664217072,0.658811475409836,0.674004192872117,0.650943396226415
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svd,26,37,63, zones, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.91958042 0.94405594 0.91258741 0.8986014  0.91258741],0.564853556485356,0.481171548117155,0.878930817610063,0.997900629811057,0.997202797202797,0.997902097902098,0.651006711409396,0.746153846153846,0.547388849682428,0.544117647058823,0.678899082568807,0.497141848976711,0.884442221110555,0.926624737945493,0.878930817610063
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.52083333 0.484375   0.53157895 0.43684211],0.550314465408805,0.534591194968553,0.812814070351759,0.992670157068063,0.99163179916318,0.992677824267782,0.551724137931034,0.55,0.550316455696203,0.509933774834437,0.490445859872611,0.534042805712703,0.810913705583756,0.80377358490566,0.812802727208163
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54225352 0.45774648 0.54929577 0.51408451 0.45774648],0.508474576271186,0.495762711864407,0.797800338409475,0.994334277620397,0.988732394366197,0.994366197183099,0.536,0.52755905511811,0.506898793614101,0.489270386266094,0.504424778761062,0.496114828404921,0.798990748528175,0.798319327731092,0.797796801855325
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.72027972 0.73426573 0.74125874 0.73776224 0.75704225],0.520833333333333,0.570833333333333,0.754716981132076,0.822946175637394,0.813725490196078,0.824929971988795,0.584837545126354,0.698275862068966,0.526557285873192,0.648464163822526,0.766129032258065,0.564098998887653,0.763874873864783,0.793501048218029,0.754716981132076
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.58333333 0.59375    0.56842105 0.59473684 0.64736842],0.606918238993711,0.628930817610063,0.80062893081761,0.920600858369099,0.89937106918239,0.922431865828092,0.592833876221498,0.554878048780488,0.608607855559075,0.63125,0.660130718954248,0.630065359477124,0.796664528543938,0.782115869017632,0.800605673202283
svm_model_N4_B98_E102_nb_zones_10_lab_svd,4,98,102,10, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72083333 0.72916667 0.725      0.7125     0.74789916],0.6,0.628169014084507,0.718553459119497,0.785656071719641,0.804674457429048,0.780467445742905,0.614130434782609,0.570707070707071,0.603824872933153,0.584905660377358,0.592356687898089,0.624461172231873,0.719289074751699,0.721174004192872,0.718553459119497
ensemble_model_N16_B92_E108_nb_zones_4_lab_svd,16,92,108,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.8125     0.8125     0.84375    0.81914894],0.710691823899371,0.616352201257862,0.850502512562814,0.974576271186441,0.96234309623431,0.97489539748954,0.729411764705882,0.746987951807229,0.709020291693088,0.651428571428571,0.662790697674419,0.612217266645428,0.854345165238678,0.855392156862745,0.850376490802506
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.63380282 0.72535211 0.65492958 0.64084507 0.63380282],0.584745762711864,0.521186440677966,0.764805414551607,0.906030855539972,0.909859154929578,0.905633802816901,0.679738562091503,0.825396825396825,0.567243867243867,0.597864768683274,0.763636363636364,0.536580086580087,0.786153846153846,0.864636209813875,0.764805414551607
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.47916667 0.5        0.50704225 0.45070423 0.56338028],0.495798319327731,0.512605042016807,0.799159663865546,0.995792426367462,0.994397759103642,0.995798319327731,0.495798319327731,0.504273504273504,0.495938405029314,0.524590163934426,0.481203007518797,0.516791979949875,0.8,0.787479406919275,0.799400080818128
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.72569444 0.74305556 0.71678322 0.72027972 0.77972028],0.59915611814346,0.523206751054852,0.811844863731656,0.893587033121917,0.884239888423989,0.894700139470014,0.657039711191336,0.764705882352941,0.598454636091725,0.556862745098039,0.601694915254237,0.523536533257371,0.815991799077396,0.834381551362683,0.811844863731656
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.73611111 0.75694444 0.72222222 0.71527778 0.77777778],0.529166666666667,0.558333333333333,0.785,0.943884892086331,0.911111111111111,0.945833333333333,0.573584905660377,0.608,0.525739130434783,0.576,0.615384615384615,0.559724828017511,0.786776859504132,0.790697674418605,0.784980944232714
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.77083333 0.78125    0.8        0.71578947 0.7       ],0.490566037735849,0.562893081761006,0.786163522012579,0.958466453674121,0.943396226415094,0.959119496855346,0.566844919786096,0.658385093167702,0.48842821537366,0.62125340599455,0.730769230769231,0.566001899335233,0.797619047619048,0.843828715365239,0.786235965722821
ensemble_model_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.46875    0.45833333 0.45833333 0.41145833 0.47894737],0.507836990595611,0.542319749216301,0.81015037593985,1,1,1,0.488599348534202,0.503355704697987,0.50756020529017,0.554878048780488,0.56875,0.542236635220126,0.809792843691149,0.818527918781726,0.810254058400764
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.67361111 0.625      0.63888889 0.72916667 0.71527778],0.625,0.620833333333333,0.6725,0.730279898218829,0.797222222222222,0.705555555555556,0.594594594594595,0.568965517241379,0.623192436040045,0.584474885844749,0.542372881355932,0.619547096415671,0.679706601466993,0.702020202020202,0.672792279227923
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdne,16,42,58,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.68181818 0.70979021 0.76573427 0.75174825 0.70070423],0.533333333333333,0.591666666666667,0.802410901467505,0.878897751994199,0.848739495798319,0.883053221288515,0.517241379310345,0.512820512820513,0.532833020637899,0.581196581196581,0.552845528455285,0.592662080466958,0.795663956639566,0.769392033542977,0.802410901467505
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.6875     0.74479167 0.72631579 0.76842105 0.75789474],0.556603773584906,0.484276729559748,0.757861635220126,0.91701244813278,0.926624737945493,0.916142557651992,0.584070796460177,0.603658536585366,0.555076021539436,0.460526315789474,0.448717948717949,0.483618233618234,0.760423148724331,0.766624843161857,0.757839533812959
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51398601 0.53496503 0.5        0.46853147 0.47552448],0.535564853556485,0.556485355648536,0.881551362683438,0.993719469644103,0.995804195804196,0.993706293706294,0.523605150214592,0.539823008849557,0.535784520297795,0.582677165354331,0.587301587301587,0.554712740553448,0.882291666666667,0.887840670859539,0.881551362683438
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.72027972 0.72027972 0.74475524 0.73426573 0.70774648],0.595833333333333,0.5375,0.774109014675052,0.841281138790036,0.827731092436975,0.843837535014006,0.654804270462634,0.736,0.589739130434783,0.584269662921348,0.678260869565217,0.543130434782609,0.77931387608807,0.79769392033543,0.774109014675052
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68487395 0.69747899 0.67226891 0.59243697 0.58403361],0.526462395543176,0.520891364902507,0.632599580712788,0.680888888888889,0.643697478991597,0.698319327731092,0.487951807228916,0.46551724137931,0.524650512581547,0.47239263803681,0.416216216216216,0.524200062131097,0.606842400448682,0.567085953878407,0.632599580712788
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svd,16,92,108, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.76041667 0.76041667 0.79166667 0.83333333],0.6625,0.625,0.81625,0.931392931392931,0.933333333333333,0.93125,0.686046511627907,0.756410256410256,0.664790494058787,0.67032967032967,0.835616438356164,0.641946150212565,0.823952095808383,0.879795396419437,0.817648309456662
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.64583333 0.67361111 0.71527778 0.71126761],0.581589958158996,0.456066945606695,0.62876254180602,0.707650273224044,0.721448467966574,0.701949860724234,0.6,0.614754098360656,0.580881322684601,0.444444444444444,0.525252525252525,0.466197691197691,0.634868421052632,0.66551724137931,0.629836542767577
svm_model_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.82773109 0.79831933 0.84453782 0.82352941 0.8559322 ],0.558333333333333,0.508333333333333,0.823375262054507,0.999158957106812,1,0.999158249158249,0.589147286821705,0.644067796610169,0.559738816337872,0.551898734177215,0.595628415300546,0.506853755672872,0.829020801623541,0.856394129979036,0.823375262054507
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.42307692 0.48251748 0.50699301 0.46153846 0.49295775],0.495833333333333,0.495833333333333,0.868972746331237,0.994413407821229,0.997198879551821,0.994397759103642,0.489451476793249,0.508771929824561,0.496449456975773,0.502057613168724,0.484126984126984,0.496449456975773,0.869246861924686,0.871069182389937,0.868972746331237
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.45       0.50420168 0.50420168 0.49159664 0.49579832],0.455307262569832,0.505586592178771,0.797169811320755,0.98742665549036,0.988255033557047,0.98741610738255,0.474393530997305,0.49438202247191,0.455524344569288,0.517711171662125,0.527777777777778,0.505461922596754,0.799585706887623,0.809224318658281,0.797169811320755
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svd,4,98,102,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.67647059 0.71428571 0.67226891 0.68907563 0.71610169],0.477777777777778,0.533333333333333,0.677148846960168,0.775474956822107,0.755892255892256,0.781144781144781,0.536945812807882,0.644970414201183,0.487406673069178,0.590243902439024,0.633507853403141,0.526813098299204,0.687943262411348,0.711740041928721,0.677148846960168
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svd,8,96,104,8, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.71354167 0.72395833 0.640625   0.76041667 0.70526316],0.58307210031348,0.567398119122257,0.796992481203007,0.944151738672286,0.935281837160752,0.944676409185804,0.607669616519174,0.620481927710843,0.581482793920781,0.58433734939759,0.642384105960265,0.571192052980132,0.8,0.814070351758794,0.797035175879397
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.67083333 0.6125     0.68487395 0.6512605  0.64705882],0.630252100840336,0.560224089635854,0.810272536687631,0.939917695473251,0.95644891122278,0.938860971524288,0.678048780487805,0.74331550802139,0.624598930481283,0.600508905852417,0.694117647058823,0.566310160427807,0.820614469772051,0.867924528301887,0.810272536687631
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.60416667 0.72222222 0.70138889 0.66901408],0.401673640167364,0.439330543933054,0.590301003344482,0.717131474103586,0.752089136490251,0.703342618384401,0.464419475655431,0.543859649122807,0.407929824561404,0.510948905109489,0.569105691056911,0.435414914493973,0.621329211746522,0.674496644295302,0.590581655480984
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.69444444 0.61111111 0.6056338  0.64788732 0.65492958],0.579831932773109,0.626050420168067,0.758823529411765,0.861189801699716,0.851540616246499,0.862745098039216,0.596774193548387,0.616666666666667,0.579519774011299,0.627615062761506,0.663716814159292,0.627858407079646,0.75943000838223,0.767796610169492,0.758898305084746
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.66145833 0.64583333 0.58333333 0.60526316 0.60526316],0.49685534591195,0.49685534591195,0.630025125628141,0.708559046587216,0.684100418410042,0.718619246861925,0.480519480519481,0.465408805031447,0.49685534591195,0.490445859872611,0.475308641975309,0.497269705603039,0.618770226537217,0.598247809762203,0.630145342459916
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66, zones, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.92436975 0.96638655 0.93697479 0.90756303 0.91176471],0.576601671309192,0.554317548746518,0.828092243186583,0.986577181208054,0.988235294117647,0.98655462184874,0.656108597285068,0.775401069518717,0.567933092898893,0.62085308056872,0.761627906976744,0.562632135306554,0.840466926070039,0.905660377358491,0.828092243186583
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.63445378 0.6512605  0.65546218 0.71428571 0.67372881],0.552777777777778,0.566666666666667,0.664570230607967,0.735462735462735,0.755892255892256,0.728114478114478,0.525073746312684,0.526627218934911,0.551271724650702,0.573770491803279,0.549738219895288,0.567768518231668,0.667705088265836,0.674004192872117,0.664570230607967
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104,6, low_bits_2, svd,708,236,236,0.6,0.2,0.2, [0.70422535 0.66901408 0.68309859 0.6971831  0.67142857],0.550847457627119,0.546610169491525,0.771186440677966,0.919377652050919,0.918079096045198,0.919491525423729,0.579365079365079,0.574803149606299,0.548869464711406,0.515837104072398,0.471074380165289,0.548580668343514,0.771186440677966,0.755813953488372,0.771505592661141
svm_model_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.5625     0.54166667 0.5212766  0.56382979],0.5,0.537974683544304,0.72979797979798,0.872427983539095,0.890756302521008,0.869747899159664,0.490322580645161,0.493506493506493,0.499839666506333,0.496551724137931,0.529411764705882,0.536928104575163,0.727735368956743,0.746736292428198,0.730336361373023
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.63333333 0.64166667 0.65       0.65       0.68907563],0.602816901408451,0.515492957746479,0.784591194968553,0.918604651162791,0.923205342237062,0.918196994991653,0.60056657223796,0.602272727272727,0.602812341289995,0.522222222222222,0.525139664804469,0.515410741493144,0.785602503912363,0.789308176100629,0.784591194968554
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdne,32,34,66,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.77731092 0.76470588 0.80252101 0.78151261 0.77542373],0.519444444444444,0.544444444444444,0.738469601677149,0.861538461538462,0.848484848484848,0.863636363636364,0.61978021978022,0.754010695187166,0.509953324472195,0.611374407582938,0.745664739884393,0.551976754968934,0.756228627259404,0.811320754716981,0.738469601677149
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.79166667 0.76041667 0.78125    0.77083333 0.76041667],0.5625,0.540625,0.70625,0.797790055248619,0.752083333333333,0.809375,0.588235294117647,0.591715976331361,0.560758650417336,0.524271844660194,0.529411764705882,0.540154984149348,0.697554697554698,0.675810473815461,0.70632628953931
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.74305556 0.68055556 0.69014085 0.64788732 0.63380282],0.533613445378151,0.53781512605042,0.760504201680672,0.909859154929578,0.904761904761905,0.910364145658263,0.550607287449393,0.552845528455285,0.532944503358077,0.56,0.578512396694215,0.537119446210355,0.763877381938691,0.767054908485857,0.760437471220857
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.59375    0.60416667 0.59375    0.60416667 0.64210526],0.617554858934169,0.551724137931034,0.771929824561403,0.89589905362776,0.889352818371608,0.896659707724426,0.585034013605442,0.551282051282051,0.616131823187038,0.528052805280528,0.473372781065089,0.556686390532544,0.764857881136951,0.736318407960199,0.772199608020504
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82916667 0.79411765 0.78991597 0.84033613 0.80672269],0.466480446927374,0.488826815642458,0.765199161425577,0.937919463087248,0.937919463087248,0.937919463087248,0.544152744630071,0.640449438202247,0.467446941323346,0.53904282115869,0.594444444444444,0.488233458177278,0.776892430278884,0.817610062893082,0.765199161425577
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.83333333 0.83333333 0.8487395  0.80672269 0.87815126],0.540616246498599,0.518207282913165,0.806079664570231,0.971476510067114,0.969849246231156,0.971524288107203,0.583756345177665,0.618279569892473,0.537209960384833,0.556701030927835,0.631578947368421,0.522778720996038,0.812563323201621,0.840670859538784,0.806079664570231
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.75263158 0.78947368 0.76315789 0.7        0.72105263],0.594936708860759,0.55379746835443,0.788874841972187,0.92896174863388,0.894736842105263,0.931578947368421,0.630057803468208,0.698717948717949,0.596233974358974,0.598290598290598,0.668789808917197,0.554520690622121,0.792803970223325,0.810913705583756,0.788958112237722
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63194444 0.6875     0.65277778 0.65492958 0.65492958],0.53781512605042,0.554621848739496,0.778523489932886,0.933147632311978,0.935754189944134,0.932960893854749,0.56,0.56,0.536637168141593,0.5859375,0.609756097560976,0.55270413573701,0.784313725490196,0.792079207920792,0.778292163687358
ensemble_model_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.5625     0.60416667 0.4893617  0.5       ],0.544303797468354,0.5,0.809343434343434,1,1,1,0.538461538461538,0.51219512195122,0.545571245186136,0.526946107784431,0.5,0.5,0.811013767209011,0.794117647058823,0.809819240196078
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.79411765 0.80672269 0.81092437 0.78151261 0.78571429],0.593314763231198,0.512534818941504,0.817610062893082,0.977021276595745,0.964705882352941,0.977310924369748,0.623711340206186,0.675977653631285,0.593544382371198,0.552429667519181,0.6,0.512290502793296,0.821903787103378,0.841719077568134,0.817610062893082
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.81944444 0.80555556 0.85069444 0.84265734 0.82867133],0.605932203389831,0.567796610169492,0.894129979035639,0.995108315863033,0.991643454038997,0.995125348189415,0.669039145907473,0.734375,0.594039351851852,0.595238095238095,0.694444444444444,0.577690972222222,0.897148676171079,0.923480083857442,0.894129979035639
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75416667 0.75833333 0.71666667 0.75210084 0.77310924],0.634831460674157,0.601123595505618,0.729035639412998,0.792899408284024,0.78428093645485,0.795150501672241,0.613095238095238,0.581920903954802,0.634535870971815,0.579881656804734,0.547486033519553,0.601426632578986,0.721593968766828,0.70230607966457,0.729035639412998
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104, zones, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.453125   0.47395833 0.453125   0.46842105 0.45263158],0.481132075471698,0.462264150943396,0.78391959798995,0.991578947368421,0.985355648535565,0.99163179916318,0.513274336283186,0.502890173410405,0.479031293601754,0.457142857142857,0.473684210526316,0.462745719720989,0.785536159600997,0.784557907845579,0.783913934911383
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.63636364 0.6013986  0.63636364 0.65384615 0.6056338 ],0.654166666666667,0.629166666666667,0.638364779874214,0.615156017830609,0.579831932773109,0.637254901960784,0.546448087431694,0.423728813559322,0.650388996943595,0.502793296089386,0.368852459016394,0.633578771881078,0.596018735362998,0.533542976939203,0.638364779874214
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.64788732 0.66901408 0.61971831 0.61971831 0.66901408],0.610169491525424,0.614406779661017,0.77326565143824,0.881780250347705,0.892957746478873,0.880281690140845,0.61344537815126,0.588709677419355,0.611319124423963,0.609442060085837,0.657407407407407,0.617766203703704,0.774789915966387,0.785349233390119,0.773346885602623
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.61458333 0.60416667 0.64736842 0.66315789 0.66842105],0.528301886792453,0.449685534591195,0.757232704402516,0.936259143155695,0.939203354297694,0.936058700209644,0.53125,0.497076023391813,0.530850936865974,0.433656957928803,0.462068965517241,0.450687661949372,0.756620428751576,0.756620428751576,0.757231167951698
ensemble_model_N4_B98_E102_nb_zones_10_lab_svd,4,98,102,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.74369748 0.72689076 0.73109244 0.7394958  0.71848739],0.635097493036212,0.62116991643454,0.79559748427673,0.895850973751058,0.889075630252101,0.896638655462185,0.637119113573407,0.642458100558659,0.635117939168218,0.626373626373626,0.633333333333333,0.621135940409683,0.795383001049318,0.794549266247379,0.795597484276729
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,954,318,318,0.6,0.2,0.2, [0.734375   0.73958333 0.7        0.70526316 0.73157895],0.588050314465409,0.569182389937107,0.816352201257862,0.974522292993631,0.962264150943396,0.974842767295598,0.637119113573407,0.68452380952381,0.582261904761905,0.626702997275204,0.714285714285714,0.567333939945405,0.825149700598802,0.854838709677419,0.815812211981567
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.84583333 0.84453782 0.89915966 0.85294118 0.86554622],0.592178770949721,0.564245810055866,0.838574423480084,0.99496644295302,0.99496644295302,0.99496644295302,0.629441624365482,0.688888888888889,0.591635455680399,0.626794258373206,0.735955056179775,0.56519975031211,0.846307385229541,0.888888888888889,0.838574423480084
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svd,26,37,63,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83566434 0.84965035 0.84265734 0.84265734 0.85314685],0.560669456066946,0.589958158995816,0.883123689727463,0.985875706214689,0.976223776223776,0.986013986013986,0.612546125461255,0.67479674796748,0.557225960190636,0.642335766423357,0.758620689655172,0.594757499299131,0.886282508924018,0.910901467505241,0.883123689727463
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63888889 0.70833333 0.68055556 0.71830986 0.62676056],0.542016806722689,0.495798319327731,0.780201342281879,0.953716690042076,0.949720670391062,0.95391061452514,0.572549019607843,0.588709677419355,0.539968873797397,0.478260869565217,0.555555555555556,0.504396482813749,0.781302170283806,0.805507745266781,0.780822612404258
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.74166667 0.675      0.68907563 0.74369748 0.65966387],0.512605042016807,0.476190476190476,0.728511530398323,0.865926558497011,0.849246231155779,0.868509212730318,0.544502617801047,0.597701149425287,0.514697569248163,0.531328320802005,0.579234972677596,0.473525532315809,0.734631147540984,0.751572327044025,0.728511530398323
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,1194,398,398,0.6,0.2,0.2, [0.89583333 0.9125     0.8697479  0.82352941 0.87815126],0.492997198879552,0.526610644257703,0.813941299790356,0.995829858215179,1,0.995812395309883,0.598669623059867,0.74585635359116,0.489405449522853,0.616780045351474,0.772727272727273,0.530010045203415,0.830224772835964,0.909853249475891,0.813941299790356
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.80555556 0.82291667 0.81468531 0.77972028 0.82517483],0.561181434599156,0.586497890295359,0.882075471698113,0.983814215341309,0.97489539748954,0.983960948396095,0.609022556390977,0.686440677966101,0.561707733941034,0.628787878787879,0.697478991596639,0.58602763139154,0.884674525884162,0.90461215932914,0.882075471698113
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.61458333 0.67708333 0.67708333 0.625      0.72105263],0.667711598746081,0.623824451410658,0.666666666666667,0.678571428571429,0.674321503131524,0.680584551148225,0.680722891566265,0.701863354037267,0.667387373221165,0.625,0.606060606060606,0.624458874458874,0.668329177057357,0.66583850931677,0.666673995492772
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.88235294 0.93277311 0.86134454 0.89915966 0.86016949],0.525,0.522222222222222,0.820230607966457,1,1,1,0.610478359908884,0.744444444444444,0.525,0.605504587155963,0.733333333333333,0.522222222222222,0.833737275811924,0.90146750524109,0.820230607966457
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.45833333 0.42708333 0.46875    0.5       ],0.5,0.55625,0.8,0.981288981288981,0.983333333333333,0.98125,0.452054794520548,0.471428571428571,0.496825396825397,0.559006211180124,0.542168674698795,0.556798623063683,0.796954314720812,0.798982188295165,0.799982494638983
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.66666667 0.68055556 0.67361111 0.62676056 0.64084507],0.558823529411765,0.563025210084034,0.770973154362416,0.912328767123288,0.930167597765363,0.910614525139665,0.623655913978495,0.75,0.563524590163934,0.651006711409396,0.843478260869565,0.572145634499823,0.791124713083397,0.877758913412564,0.772212790039615
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102,10, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.66666667 0.64583333 0.68333333 0.65       0.68067227],0.594366197183099,0.563380281690141,0.817085953878407,0.958053691275168,0.953255425709516,0.958263772954925,0.628865979381443,0.67032967032967,0.592390268690847,0.582210242587601,0.624277456647399,0.564885981070952,0.821117375704767,0.839622641509434,0.817085953878407
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.703125   0.66145833 0.67368421 0.68421053 0.68421053],0.581761006289308,0.588050314465409,0.810062893081761,0.959139784946236,0.935010482180294,0.960167714884696,0.566775244299674,0.527272727272727,0.58389780154486,0.546712802768166,0.506410256410256,0.586538461538462,0.802096985583224,0.766917293233083,0.810226323384218
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svd,4,98,102,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65       0.68907563 0.67647059 0.6302521  0.62184874],0.564245810055866,0.569832402234637,0.823899371069182,0.978114478114478,0.974832214765101,0.978187919463087,0.587301587301587,0.616666666666667,0.563951310861423,0.592592592592593,0.629213483146067,0.570162297128589,0.82716049382716,0.842767295597484,0.823899371069182
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.73611111 0.79513889 0.77622378 0.81118881 0.78671329],0.472573839662447,0.590717299578059,0.862683438155136,0.97179125528914,0.96094839609484,0.9721059972106,0.531835205992509,0.62280701754386,0.478070175438597,0.636704119850187,0.691056910569106,0.586756525459991,0.86577868852459,0.885744234800839,0.862683438155136
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.484375   0.46875    0.47916667 0.47395833 0.45263158],0.5141065830721,0.504702194357367,0.529448621553885,0.493055555555555,0.444676409185804,0.542797494780793,0.495114006514658,0.475,0.514229559748428,0.451388888888889,0.398773006134969,0.507078810759792,0.485263879369431,0.44139650872818,0.529892209024039
svm_model_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108,4, lab, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.89361702 0.93617021 0.87234043 0.90425532 0.84042553],0.66025641025641,0.615384615384615,0.808184143222506,0.923076923076923,0.94468085106383,0.921276595744681,0.71957671957672,0.80952380952381,0.64781746031746,0.634146341463415,0.732394366197183,0.625020712510356,0.820143884892086,0.876923076923077,0.808359497645212
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.56770833 0.53645833 0.55729167 0.55208333 0.53157895],0.504702194357367,0.498432601880878,0.578947368421053,0.596810933940774,0.546972860125261,0.630480167014614,0.496815286624204,0.467065868263473,0.50655924992121,0.483870967741936,0.471698113207547,0.498349056603774,0.552596537949401,0.515527950310559,0.579508602209641
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52083333 0.53472222 0.47916667 0.48591549 0.50704225],0.529411764705882,0.504201680672269,0.524328859060403,0.477519379844961,0.430167597765363,0.529329608938548,0.486238532110092,0.456896551724138,0.527628603730921,0.491379310344828,0.463414634146341,0.505620360551432,0.482191780821918,0.442211055276382,0.524466872176006
svm_model_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.79166667 0.69791667 0.703125   0.74210526 0.74736842],0.638364779874214,0.628930817610063,0.729899497487437,0.791092258748675,0.780334728033473,0.793933054393306,0.622950819672131,0.633333333333333,0.638095238095238,0.646706586826347,0.631578947368421,0.628714643752238,0.728192161820481,0.72090112640801,0.729933539244358
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.578125   0.58854167 0.65625    0.65625    0.63157895],0.467084639498433,0.473354231974922,0.738095238095238,0.917695473251029,0.931106471816284,0.916492693110647,0.484848484848485,0.522875816993464,0.469269233797937,0.493975903614458,0.503067484662577,0.472687588485135,0.744186046511628,0.764779874213837,0.738195180552611
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.625      0.63194444 0.64685315 0.67482517 0.60839161],0.514767932489452,0.556962025316456,0.793501048218029,0.879334257975035,0.884239888423989,0.878661087866109,0.526748971193416,0.533333333333333,0.514529914529915,0.545454545454546,0.538461538461538,0.556730769230769,0.794363256784969,0.79769392033543,0.793501048218029
svm_model_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.77430556 0.8125     0.7972028  0.7972028  0.72027972],0.535864978902954,0.514767932489452,0.840146750524109,0.945205479452055,0.96234309623431,0.944211994421199,0.630872483221476,0.796610169491525,0.536960546930637,0.599303135888502,0.722689075630252,0.513886910696482,0.850855745721271,0.911949685534591,0.840146750524109
ensemble_model_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.76041667 0.78125    0.73958333 0.78125   ],0.60625,0.625,0.8175,0.950108459869848,0.9125,0.952083333333333,0.613496932515337,0.641025641025641,0.607098186366479,0.642857142857143,0.692307692307692,0.626641651031895,0.815656565656566,0.815656565656566,0.817481748174818
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.61666667 0.65546218 0.60504202 0.65546218],0.65266106442577,0.644257703081233,0.654088050314465,0.657166806370495,0.656616415410385,0.657453936348409,0.64367816091954,0.61878453038674,0.65314226519337,0.623145400593472,0.596590909090909,0.643599321948769,0.648562300319489,0.638364779874214,0.654088050314465
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdne,16,42,58,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.82986111 0.76223776 0.81818182 0.81118881 0.77972028],0.491596638655462,0.504201680672269,0.867400419287212,0.99023709902371,0.991620111731844,0.990223463687151,0.521739130434783,0.528,0.489663716814159,0.504201680672269,0.530973451327434,0.505486725663717,0.868571428571428,0.876310272536688,0.867400419287212
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.48611111 0.48251748 0.46153846 0.45454545],0.510548523206751,0.50210970464135,0.873689727463312,0.995108315863033,0.99302649930265,0.995118549511855,0.495652173913043,0.522935779816514,0.511467889908257,0.546153846153846,0.5546875,0.497527236238532,0.874544508068714,0.880503144654088,0.873689727463312
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.73426573 0.7972028  0.75524476 0.76223776 0.73776224],0.489539748953975,0.464435146443515,0.852201257861635,0.977369165487977,0.966433566433566,0.977622377622378,0.445454545454546,0.445454545454546,0.486293164200141,0.475409836065574,0.449612403100775,0.465715292459479,0.849840255591054,0.836477987421384,0.852201257861635
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.703125   0.66315789 0.62105263 0.6       ],0.484276729559748,0.474842767295598,0.679245283018868,0.805223068552775,0.775681341719077,0.812368972746331,0.528735632183908,0.621621621621622,0.493163751987281,0.544959128065395,0.617283950617284,0.47210351377018,0.687882496940024,0.714104193138501,0.679592569794655
ensemble_model_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70,10, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.83333333 0.85714286 0.85294118 0.90336134 0.85294118],0.56145251396648,0.505586592178771,0.824947589098533,1,1,1,0.643990929705215,0.75531914893617,0.551188986232791,0.589327146171694,0.747058823529412,0.517146433041302,0.838178294573643,0.906708595387841,0.824947589098533
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58,12, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.65625    0.62237762 0.66083916 0.63986014 0.62937063],0.567226890756302,0.626050420168067,0.639412997903564,0.69344870210136,0.783519553072626,0.653631284916201,0.576131687242798,0.583333333333333,0.567090395480226,0.618025751072961,0.610169491525424,0.625918079096045,0.671442215854823,0.736897274633124,0.639412997903564
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.71527778 0.72916667 0.70629371 0.71328671 0.75874126],0.569620253164557,0.468354430379747,0.819706498951782,0.920438957475994,0.935843793584379,0.919107391910739,0.622222222222222,0.666666666666667,0.563063063063063,0.503937007874016,0.576576576576577,0.474796224796225,0.826437941473259,0.858490566037736,0.819706498951782
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdn,8,96,104,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.47916667 0.49479167 0.5        0.46842105 0.49473684],0.465408805031447,0.484276729559748,0.50314465408805,0.578558225508318,0.656184486373166,0.522012578616352,0.525139664804469,0.583850931677019,0.463899988131503,0.539325842696629,0.631578947368421,0.490488268864933,0.560133630289532,0.636708860759494,0.503979430379747
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.69230769 0.67832168 0.6958042  0.70629371 0.66549296],0.529166666666667,0.525,0.716981132075472,0.777224199288256,0.764705882352941,0.780812324929972,0.510822510822511,0.479674796747968,0.530435688972274,0.491071428571429,0.47008547008547,0.523660621221597,0.709677419354839,0.691823899371069,0.716981132075472
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.65546218 0.64285714 0.70168067 0.65546218 0.63983051],0.591666666666667,0.591666666666667,0.795073375262054,0.917866215071973,0.912457912457912,0.918350168350168,0.555891238670695,0.560975609756098,0.589161274265804,0.58356940509915,0.525510204081633,0.598120955699353,0.790348525469169,0.772536687631027,0.795073375262055
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.79166667 0.86458333 0.8125     0.84375   ],0.64375,0.60625,0.81625,0.944558521560575,0.958333333333333,0.94375,0.666666666666667,0.77027027027027,0.652576995600251,0.663101604278075,0.765432098765432,0.604235036724488,0.82603550295858,0.883544303797468,0.817080793874043
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.66145833 0.65263158 0.65789474 0.66315789],0.528301886792453,0.578616352201258,0.650943396226415,0.735609756097561,0.790356394129979,0.715932914046122,0.571428571428571,0.671140939597315,0.53675390175132,0.619318181818182,0.689873417721519,0.57931170886076,0.678633468442386,0.747448979591837,0.652260469944802
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.796875   0.78125    0.76315789 0.75789474],0.525157232704403,0.484276729559748,0.763190954773869,0.933618843683083,0.912133891213389,0.935146443514644,0.56231884057971,0.587878787878788,0.522697563874035,0.52046783625731,0.581699346405229,0.487819370172311,0.767427513880321,0.781407035175879,0.763190954773869
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.56770833 0.63020833 0.67708333 0.609375   0.65625   ],0.5875,0.609375,0.79375,0.923879040667362,0.922916666666667,0.923958333333333,0.622857142857143,0.660606060606061,0.58514173998045,0.639769452449568,0.735099337748344,0.616070378933344,0.800724637681159,0.832914572864322,0.793944848621215
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.59722222 0.52777778 0.50704225 0.57746479 0.52816901],0.516806722689076,0.525210084033613,0.808403361344538,1,1,1,0.522821576763485,0.477272727272727,0.521655231560892,0.502202643171806,0.527777777777778,0.52542735042735,0.807106598984772,0.798994974874372,0.808435092833476
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdne,32,34,66,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.8        0.88333333 0.84033613 0.86134454 0.83613445],0.557422969187675,0.535014005602241,0.828092243186583,0.996638655462185,0.993299832495812,0.996649916247906,0.627358490566038,0.730769230769231,0.553956043956044,0.567708333333333,0.622857142857143,0.536703296703297,0.835835835835836,0.875262054507338,0.828092243186583
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.63333333 0.6375     0.60833333 0.69747899 0.63445378],0.550561797752809,0.536516853932584,0.781970649895178,0.924979389942292,0.938127090301003,0.923913043478261,0.567567567567568,0.58659217877095,0.55035823627813,0.53257790368272,0.531073446327684,0.536486443834233,0.785123966942149,0.79664570230608,0.781970649895178
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.82083333 0.87916667 0.84033613 0.86554622 0.83613445],0.490196078431373,0.546218487394958,0.817085953878407,0.995801847187238,0.993299832495812,0.995812395309883,0.574766355140187,0.723529411764706,0.500802139037433,0.64,0.770053475935829,0.535026737967914,0.8313194780087,0.90146750524109,0.817085953878407
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82916667 0.80252101 0.88235294 0.84453782 0.87394958],0.555865921787709,0.547486033519553,0.812368972746331,0.969037656903766,0.971476510067114,0.968959731543624,0.624113475177305,0.737430167597765,0.555865921787709,0.608695652173913,0.70391061452514,0.547486033519553,0.823818897637795,0.877358490566038,0.812368972746331
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.72083333 0.68487395 0.68067227 0.65546218 0.72268908],0.497206703910615,0.53072625698324,0.783018867924528,0.943781942078364,0.929530201342282,0.944630872483221,0.491525423728813,0.494318181818182,0.497159090909091,0.548387096774194,0.56043956043956,0.53021978021978,0.782105263157895,0.778825995807128,0.783018867924528
svm_model_N32_B34_E66_nb_zones_12_lab_svd,32,34,66,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.94405594 0.90909091 0.95104895 0.92307692 0.93661972],0.566666666666667,0.583333333333333,0.886268343815514,0.990915443745632,0.992997198879552,0.990896358543417,0.675,0.885245901639344,0.561267018616282,0.679487179487179,0.898305084745763,0.588496804667963,0.894813378574891,0.967505241090147,0.886268343815514
ensemble_model_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104,8, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69791667 0.71578947 0.67894737 0.68947368 0.71578947],0.646687697160883,0.665615141955836,0.840479192938209,0.96288441145281,0.953781512605042,0.963235294117647,0.670588235294118,0.726114649681529,0.647432324840764,0.680722891566265,0.693251533742331,0.664807585052984,0.843343653250774,0.855527638190955,0.840422046943579
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svd,4,98,102, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.67916667 0.7125     0.71428571 0.69327731 0.69327731],0.61344537815126,0.621848739495798,0.798218029350105,0.906354515050167,0.90787269681742,0.906197654941374,0.651515151515152,0.701086956521739,0.610659085197286,0.645669291338583,0.710982658959538,0.624513068610204,0.804865686771414,0.832285115303983,0.798218029350105
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.52604167 0.47916667 0.48421053 0.45263158 0.48947368],0.487421383647799,0.544025157232704,0.806289308176101,1,1,1,0.454849498327759,0.475524475524475,0.486333666333666,0.542586750788643,0.50887573964497,0.546384178547317,0.803821656050956,0.799746514575412,0.806240298486208
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.55       0.62184874 0.55462185 0.60504202],0.560224089635854,0.571428571428571,0.569706498951782,0.595407759303246,0.629815745393635,0.572026800670017,0.59846547314578,0.653631284916201,0.559961709873831,0.612658227848101,0.679775280898876,0.571731215868433,0.599316739873109,0.643605870020964,0.569706498951782
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,1200,400,400,0.6,0.2,0.2, [0.66666667 0.7        0.67083333 0.67916667 0.72916667],0.531073446327684,0.550847457627119,0.764150943396226,0.89504617968094,0.888333333333333,0.895833333333333,0.541436464088398,0.544444444444444,0.530842911877395,0.566757493188011,0.597701149425287,0.551628352490422,0.765625,0.770440251572327,0.764150943396226
svm_model_N16_B92_E108_nb_zones_6_lab_svd,16,92,108,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.82638889 0.79861111 0.8028169  0.78873239 0.83802817],0.659663865546218,0.689075630252101,0.784033613445378,0.856338028169014,0.851540616246499,0.857142857142857,0.636771300448431,0.563492063492063,0.665674603174603,0.660550458715596,0.6,0.689830508474576,0.776715899218071,0.741293532338308,0.784616101773924
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.81932773 0.77731092 0.78151261 0.74789916 0.79237288],0.480555555555556,0.533333333333333,0.798218029350105,0.974874371859296,0.97979797979798,0.974747474747475,0.521739130434783,0.6,0.486842105263158,0.594202898550725,0.647368421052632,0.526625386996904,0.807403701850925,0.845911949685535,0.798218029350105
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.46354167 0.45833333 0.44791667 0.45789474 0.47894737],0.512578616352201,0.5,0.802763819095477,1,1,1,0.507936507936508,0.506329113924051,0.512539556962025,0.495238095238095,0.496815286624204,0.499960438343158,0.802017654476671,0.802017654476671,0.802761017476132
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.515625   0.64210526 0.60526316 0.67894737 0.62105263],0.476340694006309,0.482649842271293,0.775535939470366,0.972573839662447,0.968487394957983,0.972689075630252,0.505952380952381,0.512048192771084,0.474567142743158,0.445945945945946,0.452054794520548,0.480413362172555,0.774683544303797,0.776649746192893,0.775542918209229
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.725      0.72083333 0.7375     0.69583333 0.71848739],0.557746478873239,0.554929577464789,0.761006289308176,0.881612090680101,0.876460767946578,0.882303839732888,0.623501199040767,0.726256983240223,0.55631030980193,0.62200956937799,0.738636363636364,0.556469019807009,0.77492596248766,0.822851153039832,0.761006289308176
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.47887324 0.45070423 0.45774648 0.4084507  0.5       ],0.538135593220339,0.48728813559322,0.800338409475465,0.991549295774648,0.991549295774648,0.991549295774648,0.524017467248908,0.526315789473684,0.537748058671268,0.502057613168724,0.521367521367521,0.487574516986282,0.800338409475465,0.807167235494881,0.800395698284353
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdn,8,96,104,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.53125    0.50520833 0.48421053 0.47894737],0.487421383647799,0.471698113207547,0.792085427135678,1,1,1,0.47588424437299,0.483660130718954,0.487284610814023,0.478260869565217,0.475308641975309,0.471628679962013,0.791692888609188,0.793190416141236,0.792089576030568
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102,10, low_bits_4, svd,1200,400,400,0.6,0.2,0.2, [0.625      0.6375     0.71666667 0.66666667 0.62083333],0.440677966101695,0.471751412429378,0.613207547169811,0.724863600935308,0.775,0.705833333333333,0.476190476190476,0.497237569060774,0.439370229617092,0.516795865633075,0.578034682080925,0.474100213968639,0.6396484375,0.686582809224319,0.613207547169811
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.69270833 0.640625   0.63684211 0.61578947 0.57894737],0.531446540880503,0.566037735849057,0.787421383647799,0.945802337938363,0.932914046121593,0.946540880503145,0.577903682719547,0.625766871165644,0.529012467840887,0.605714285714286,0.666666666666667,0.566037735849057,0.794403892944039,0.817271589486859,0.787270434440016
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.5125     0.49583333 0.42857143 0.54621849 0.57563025],0.543417366946779,0.507002801120448,0.625786163522013,0.68407750631845,0.680067001675042,0.685929648241206,0.563002680965148,0.570652173913043,0.542551520482533,0.50561797752809,0.520231213872832,0.507398215632068,0.627348643006263,0.629979035639413,0.625786163522013
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.83680556 0.84027778 0.80769231 0.86363636 0.82517483],0.552742616033755,0.535864978902954,0.881551362683438,0.993006993006993,0.99023709902371,0.99302649930265,0.658064516129032,0.836065573770492,0.544119743406985,0.618055555555555,0.773913043478261,0.542694226657163,0.888560157790927,0.944444444444444,0.881551362683438
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.5        0.51578947 0.49473684 0.47894737 0.51052632],0.481012658227848,0.531645569620253,0.524020227560051,0.585915492957746,0.656842105263158,0.53578947368421,0.506024096385542,0.591549295774648,0.491176946737899,0.6,0.660714285714286,0.52292471042471,0.573853989813243,0.645859872611465,0.524937464536598
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.82291667 0.81118881 0.83916084 0.82517483 0.81818182],0.533613445378151,0.621848739495798,0.873689727463312,0.971870604781997,0.965083798882682,0.972067039106145,0.615916955017301,0.735537190082645,0.530161757434485,0.669117647058823,0.777777777777778,0.624426078971533,0.878466969238528,0.912997903563941,0.873689727463312
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104, zones, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75       0.77604167 0.75520833 0.75520833 0.81052632],0.61128526645768,0.592476489028213,0.801378446115288,0.933474128827877,0.922755741127349,0.934237995824635,0.655555555555555,0.728395061728395,0.609420460800503,0.634831460674157,0.733766233766234,0.597186147186147,0.809380637402285,0.846540880503145,0.801547593809625
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.61458333 0.56770833 0.60526316 0.61578947 0.63684211],0.591194968553459,0.625786163522013,0.773584905660377,0.885919835560123,0.90356394129979,0.883647798742138,0.617647058823529,0.614035087719298,0.589330469029717,0.602006688963211,0.592105263157895,0.624365884590995,0.77667493796526,0.7825,0.773528481012658
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.53333333 0.51666667 0.50840336 0.5210084  0.53781513],0.512605042016807,0.532212885154062,0.59538784067086,0.663544106167057,0.711892797319933,0.639028475711893,0.549222797927461,0.53,0.510222929936306,0.501492537313433,0.535031847133758,0.532515923566879,0.614385614385614,0.644654088050314,0.595387840670859
ensemble_model_N16_B92_E108_nb_zones_6_lab_svd,16,92,108,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75       0.82394366 0.72535211 0.78169014 0.65492958],0.641350210970464,0.645569620253165,0.81787521079258,0.935172413793103,0.952247191011236,0.933988764044944,0.644351464435146,0.663793103448276,0.641813907096039,0.68421052631579,0.68421052631579,0.640182186234818,0.824390243902439,0.83801652892562,0.817459211106528
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdn,40,30,70,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6375     0.59243697 0.56722689 0.67647059 0.65546218],0.466480446927374,0.480446927374302,0.747379454926625,0.911242603550296,0.904362416107382,0.911912751677852,0.523690773067332,0.58659217877095,0.466480446927374,0.53030303030303,0.58659217877095,0.480446927374302,0.756565656565657,0.785115303983228,0.747379454926625
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86363636 0.86363636 0.84615385 0.81118881 0.82517483],0.569037656903766,0.518828451882845,0.873689727463312,0.983814215341309,0.977622377622378,0.983916083916084,0.579591836734694,0.591666666666667,0.568942577030812,0.526748971193416,0.53781512605042,0.51890756302521,0.873755893137768,0.874213836477987,0.873689727463312
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.64285714 0.63445378 0.60504202 0.6092437  0.66949153],0.508333333333333,0.527777777777778,0.770964360587002,0.925,0.934343434343434,0.924242424242424,0.583529411764706,0.681318681318681,0.506389677737992,0.589371980676328,0.685393258426966,0.52950981602667,0.785679254536537,0.839622641509434,0.770964360587002
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65034965 0.67832168 0.63286713 0.63286713 0.63986014],0.619246861924686,0.594142259414226,0.830188679245283,0.905686546463245,0.913286713286713,0.904895104895105,0.687285223367698,0.75187969924812,0.602354943963683,0.622568093385214,0.754716981132076,0.610441197332955,0.837185929648241,0.873165618448637,0.830188679245283
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61805556 0.65972222 0.6875     0.76056338 0.72535211],0.596638655462185,0.61344537815126,0.678691275167785,0.733242134062927,0.748603351955307,0.727653631284916,0.6,0.642857142857143,0.599206349206349,0.651515151515152,0.710743801652893,0.611782157236703,0.689878542510122,0.720812182741117,0.67904169869169
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.77622378 0.76573427 0.82517483 0.79020979 0.78169014],0.541666666666667,0.483333333333333,0.861635220125786,0.978991596638655,0.978991596638655,0.978991596638656,0.595588235294118,0.675,0.541666666666667,0.557142857142857,0.65,0.483333333333333,0.866666666666667,0.89937106918239,0.861635220125786
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.515625   0.45833333 0.46875    0.484375   0.51052632],0.504702194357367,0.495297805642633,0.798872180451128,0.997916666666666,1,0.997912317327766,0.480263157894737,0.493243243243243,0.503931563142089,0.513595166163142,0.502958579881657,0.494812623274162,0.798746081504702,0.800251256281407,0.798875628140703
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.64583333 0.62083333 0.64705882 0.68067227 0.67647059],0.585434173669468,0.585434173669468,0.777253668763103,0.895207148659626,0.922948073701842,0.891959798994975,0.635467980295566,0.701086956521739,0.58175735109324,0.618556701030928,0.69364161849711,0.588668635335512,0.790123456790123,0.838574423480084,0.777253668763103
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.68067227 0.67226891 0.64705882 0.6512605  0.65254237],0.483333333333333,0.530555555555556,0.7520964360587,0.899830220713073,0.892255892255892,0.900673400673401,0.539603960396039,0.630057803468208,0.488825693177954,0.594724220623501,0.663101604278075,0.525192420636147,0.763381690845423,0.79979035639413,0.7520964360587
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.68229167 0.66145833 0.66842105 0.65263158 0.61052632],0.487421383647799,0.471698113207547,0.729559748427673,0.89567966280295,0.890985324947589,0.896226415094339,0.498461538461538,0.509433962264151,0.487421383647799,0.468354430379747,0.496644295302013,0.473174218656924,0.729559748427673,0.738853503184713,0.729675198797326
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.85416667 0.89583333 0.86458333 0.88541667 0.86458333],0.525,0.5125,0.7725,0.939655172413793,0.908333333333333,0.941666666666666,0.62,0.688888888888889,0.501587301587302,0.61,0.693181818181818,0.492424242424242,0.789351851851852,0.81578947368421,0.770460181868283
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.48958333 0.51578947 0.51578947 0.52105263 0.48947368],0.514195583596215,0.476340694006309,0.795081967213115,0.994742376445846,0.993697478991597,0.994747899159664,0.51875,0.535483870967742,0.514655515730785,0.511764705882353,0.524096385542169,0.473968722572409,0.798261949099938,0.806775407779172,0.795022684878179
svm_model_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.55416667 0.53361345 0.55042017 0.50840336],0.504201680672269,0.484593837535014,0.537211740041929,0.648721399730821,0.807370184254606,0.562814070351759,0.589327146171694,0.734104046242775,0.511073762251822,0.594713656387665,0.733695652173913,0.476674415682332,0.627583298186419,0.779874213836478,0.537211740041929
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.75174825 0.74475524 0.73776224 0.73426573 0.76056338],0.6,0.6125,0.876834381551363,0.967696629213483,0.964985994397759,0.967787114845938,0.593220338983051,0.619469026548672,0.601073095951502,0.649056603773585,0.677165354330709,0.608494181590133,0.877922077922078,0.885744234800839,0.876834381551363
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svd,16,92,108, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.73611111 0.72916667 0.73943662 0.84507042 0.77464789],0.65546218487395,0.69327731092437,0.836974789915966,0.944992947813822,0.938375350140056,0.945378151260504,0.661157024793388,0.701754385964912,0.657328805885682,0.720306513409962,0.770491803278688,0.691280384397965,0.83993399339934,0.858347386172007,0.837046389903424
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.88333333 0.87916667 0.86134454 0.87815126 0.87394958],0.560224089635854,0.582633053221289,0.839098532494759,0.999163179916318,1,0.999162479061976,0.581333333333333,0.608938547486033,0.560087251271107,0.624685138539043,0.696629213483146,0.582951478249953,0.843924758515506,0.870020964360587,0.839098532494759
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.75694444 0.78125    0.80208333 0.76041667 0.74825175],0.65531914893617,0.578723404255319,0.890461215932914,0.979790940766551,0.977746870653685,0.979833101529903,0.723549488054607,0.803030303030303,0.634524860253016,0.617760617760618,0.776699029126214,0.600470726684319,0.894816305988928,0.931865828092243,0.890461215932914
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.66842105 0.68947368 0.64736842 0.64736842 0.67021277],0.607594936708861,0.525316455696203,0.786708860759494,0.933614330874605,0.934599156118144,0.933544303797468,0.617283950617284,0.595238095238095,0.608429858429858,0.525316455696203,0.588652482269503,0.531469098277609,0.787916928886092,0.799489144316731,0.786821109172167
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6625     0.60504202 0.60084034 0.64705882 0.60084034],0.592178770949721,0.583798882681564,0.787735849056604,0.907563025210084,0.906040268456376,0.907718120805369,0.621761658031088,0.689655172413793,0.594827586206897,0.640963855421687,0.722826086956522,0.579803848075962,0.796584630838774,0.831236897274633,0.787735849056604
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdn,4,98,102,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.48333333 0.55882353 0.51260504 0.51680672 0.48319328],0.458100558659218,0.519553072625698,0.524633123689728,0.484270734032412,0.426174496644295,0.546140939597315,0.404907975460123,0.362637362637363,0.459727772227772,0.4625,0.420454545454546,0.51791958041958,0.464896755162242,0.412997903563941,0.524633123689728
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57042254 0.62676056 0.67605634 0.59859155 0.62676056],0.610169491525424,0.567796610169492,0.803722504230118,0.946629213483146,0.949295774647887,0.946478873239437,0.637795275590551,0.716814159292035,0.614504640621627,0.630434782608696,0.674418604651163,0.55683547054988,0.813204508856683,0.845896147403685,0.803289954043723
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.60069444 0.65972222 0.6013986  0.61188811 0.66783217],0.641350210970464,0.582278481012658,0.633647798742138,0.644582470669427,0.651324965132497,0.640864714086471,0.66403162055336,0.65625,0.640051605504587,0.578723404255319,0.623853211009174,0.585364105504587,0.639132679401136,0.648846960167715,0.633647798742138
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.87083333 0.84453782 0.8487395  0.85294118 0.78991597],0.533519553072626,0.567039106145251,0.829140461215933,0.996644295302013,0.996644295302013,0.996644295302013,0.58968058968059,0.631578947368421,0.527098997493734,0.584450402144772,0.648809523809524,0.571773182957393,0.834685598377282,0.862683438155136,0.829140461215933
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.60416667 0.60763889 0.58391608 0.61188811 0.64335664],0.632911392405063,0.607594936708861,0.853249475890985,0.93006993006993,0.927475592747559,0.930264993026499,0.591549295774648,0.516393442622951,0.636457590876693,0.527918781725888,0.452173913043478,0.603136136849608,0.847826086956522,0.817610062893082,0.853249475890985
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,954,318,318,0.6,0.2,0.2, [0.52083333 0.44270833 0.48947368 0.5        0.5       ],0.49685534591195,0.487421383647799,0.794339622641509,0.995798319327731,0.993710691823899,0.9958071278826,0.5,0.496894409937888,0.496854848281046,0.498461538461538,0.482142857142857,0.487738095238095,0.795241077019411,0.787841191066998,0.794430799615131
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.54583333 0.51680672 0.54621849 0.52941176 0.56302521],0.488826815642458,0.483240223463687,0.554507337526205,0.602965403624382,0.614093959731544,0.595637583892617,0.487394957983193,0.505813953488372,0.489466116529132,0.538653366583541,0.580645161290323,0.479276069017254,0.568965517241379,0.588050314465409,0.554507337526205
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.86134454 0.85714286 0.81092437 0.88235294 0.87288136],0.575,0.530555555555556,0.814989517819707,0.973927670311186,0.974747474747475,0.973905723905724,0.625916870415648,0.72316384180791,0.577428915439474,0.594724220623501,0.677595628415301,0.528063350930814,0.824813895781638,0.871069182389937,0.814989517819707
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.79166667 0.79166667 0.76041667 0.87234043 0.84042553],0.569620253164557,0.563291139240506,0.805555555555556,0.963906581740977,0.953781512605042,0.964285714285714,0.653061224489796,0.790123456790123,0.56389289722623,0.614525139664804,0.785714285714286,0.586038961038961,0.817966903073286,0.889460154241645,0.807012955532733
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,1200,400,400,0.6,0.2,0.2, [0.89166667 0.87083333 0.89583333 0.88333333 0.875     ],0.511299435028249,0.519774011299435,0.813941299790356,0.989949748743719,0.985,0.99,0.570719602977668,0.657142857142857,0.51292897047087,0.591346153846154,0.687150837988827,0.517861133280128,0.823646299056135,0.868972746331237,0.813941299790356
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.40526316 0.53157895 0.54210526 0.52631579 0.54255319],0.531645569620253,0.471518987341772,0.512025316455696,0.442542787286064,0.381856540084388,0.518987341772152,0.421875,0.36734693877551,0.520951575896631,0.374531835205992,0.320512820512821,0.46963141025641,0.425055928411633,0.366795366795367,0.509674146660448
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.68881119 0.68881119 0.65734266 0.7027972  0.73239437],0.5625,0.508333333333333,0.827568134171908,0.925874125874126,0.927170868347339,0.925770308123249,0.553191489361702,0.565217391304348,0.562608695652174,0.504201680672269,0.48,0.509565217391304,0.827115081450342,0.824947589098533,0.827568134171908
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.80208333 0.88541667 0.79787234 0.89361702],0.449367088607595,0.411392405063291,0.694444444444444,0.871369294605809,0.882352941176471,0.869747899159664,0.513966480446927,0.621621621621622,0.459620334620335,0.46242774566474,0.588235294117647,0.433006535947712,0.709832134292566,0.778947368421053,0.697726111394992
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51578947 0.49473684 0.41052632 0.51578947 0.40526316],0.471518987341772,0.531645569620253,0.800884955752212,1,1,1,0.473186119873817,0.490196078431373,0.472091904246361,0.525641025641025,0.5125,0.531891025641026,0.800506649778341,0.802030456852792,0.800889283842013
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.609375   0.64210526 0.69473684 0.67894737 0.61052632],0.561514195583596,0.583596214511041,0.630517023959647,0.695062923523717,0.754201680672269,0.669117647058823,0.619178082191781,0.719745222929936,0.562997611464968,0.641304347826087,0.674285714285714,0.573058350100604,0.668176670441676,0.73019801980198,0.628595153859859
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svd,16,92,108,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.80208333 0.82291667 0.79166667 0.79787234],0.515723270440252,0.572327044025157,0.787688442211055,0.949152542372881,0.937238493723849,0.94979079497908,0.564971751412429,0.515463917525773,0.515796474891919,0.564102564102564,0.602739726027397,0.574625676967187,0.790062111801242,0.777506112469438,0.787977862436269
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,1440,480,480,0.6,0.2,0.2, [0.66319444 0.62847222 0.63541667 0.625      0.59027778],0.521367521367521,0.495726495726496,0.797169811320755,0.891649413388544,0.897222222222222,0.890972222222222,0.537190082644628,0.550847457627119,0.521113383985973,0.531746031746032,0.577586206896552,0.496420222092344,0.800823468862584,0.815513626834382,0.797169811320755
ensemble_model_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.74305556 0.78321678 0.77972028 0.78321678 0.77622378],0.491596638655462,0.466386554621849,0.870020964360587,1,1,1,0.510121457489879,0.538461538461538,0.492371265098538,0.48995983935743,0.504132231404959,0.465741329377693,0.871369294605809,0.880503144654088,0.870020964360587
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.74652778 0.70979021 0.72727273 0.75174825 0.71678322],0.533613445378151,0.512605042016807,0.84643605870021,0.95391061452514,0.95391061452514,0.95391061452514,0.511013215859031,0.487394957983193,0.533613445378151,0.516666666666667,0.521008403361345,0.512605042016807,0.845708267509215,0.841719077568134,0.846436058700209
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.62605042 0.62605042 0.55462185 0.68487395 0.56302521],0.512534818941504,0.526462395543176,0.795073375262054,0.961474036850921,0.964705882352941,0.961344537815126,0.576271186440678,0.636363636363636,0.507135306553911,0.557291666666667,0.622093023255814,0.530297848526303,0.803616273229533,0.838574423480084,0.795073375262054
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.69791667 0.69791667 0.79787234 0.74468085],0.582278481012658,0.607594936708861,0.838383838383838,1,1,1,0.637362637362637,0.630434782608696,0.572793148880105,0.626506024096386,0.641975308641975,0.606701940035273,0.844660194174757,0.846715328467153,0.838055826963235
svm_model_N8_B96_E104_nb_zones_10_lab_svd,8,96,104,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.69747899 0.70588235 0.73529412 0.75630252 0.77118644],0.627777777777778,0.591666666666667,0.757861635220126,0.846740050804403,0.841750841750842,0.847643097643097,0.682464454976303,0.795580110497238,0.626840334578228,0.657342657342657,0.787709497206704,0.592749776227661,0.77263779527559,0.822851153039832,0.757861635220126
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52521008 0.55042017 0.55462185 0.59663866 0.54201681],0.545961002785515,0.540389972144847,0.555555555555556,0.582664526484751,0.610084033613445,0.563025210084034,0.555858310626703,0.569832402234637,0.546027312228429,0.547945205479452,0.555555555555556,0.540347610180012,0.571284125379171,0.592243186582809,0.555555555555556
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.73333333 0.80833333 0.75630252 0.74789916 0.73529412],0.565826330532213,0.50140056022409,0.802410901467505,0.962648556876061,0.949748743718593,0.963149078726968,0.613466334164589,0.702857142857143,0.568461538461538,0.565853658536585,0.637362637362637,0.498681318681319,0.810457516339869,0.844863731656184,0.802410901467505
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.60416667 0.65277778 0.63888889 0.59859155],0.598326359832636,0.569037656903766,0.801839464882943,0.945868945868946,0.924791086350975,0.947075208913649,0.542857142857143,0.475,0.598844537815126,0.497560975609756,0.418032786885246,0.572264256690486,0.787824529991047,0.732113144758735,0.80219102616088
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.83333333 0.82291667 0.82291667 0.81914894],0.59748427672956,0.578616352201258,0.816582914572864,0.968287526427061,0.9581589958159,0.968619246861925,0.673469387755102,0.846153846153846,0.602089268755935,0.656410256410256,0.8,0.577215189873418,0.831018518518518,0.904282115869018,0.816802712069847
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68947368 0.72631579 0.7        0.70526316 0.64736842],0.626582278481013,0.579113924050633,0.690265486725664,0.749738219895288,0.753684210526316,0.748421052631579,0.624203821656051,0.583333333333333,0.629504504504505,0.552188552188552,0.573426573426573,0.578620801164154,0.687100893997446,0.684478371501272,0.69022913549938
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svd,16,92,108,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.8125  0.84375 0.8125  0.8125  0.875  ],0.55,0.5625,0.7925,0.948936170212766,0.929166666666667,0.95,0.538461538461538,0.488372093023256,0.554996857322439,0.527027027027027,0.448275862068966,0.573452999527633,0.785529715762274,0.736077481840194,0.794395330067384
svm_model_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.52777778 0.60416667 0.56338028 0.55633803],0.441176470588235,0.504201680672269,0.625838926174497,0.731034482758621,0.740223463687151,0.727653631284916,0.47843137254902,0.472868217054264,0.438268970912453,0.524193548387097,0.537190082644628,0.503637776365049,0.636807817589577,0.643092105263158,0.625484408795963
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48947368 0.49473684 0.50526316 0.54210526 0.52631579],0.484177215189874,0.531645569620253,0.588495575221239,0.57286432160804,0.48,0.642105263157895,0.375478927203065,0.30625,0.486458333333333,0.417322834645669,0.355704697986577,0.522163726238798,0.503432494279176,0.420918367346939,0.58702559971357
ensemble_model_N32_B34_E66_nb_zones_12_lab_svd,32,34,66,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.9375     0.91666667 0.91608392 0.94755245 0.92307692],0.616033755274262,0.637130801687764,0.907232704402515,1,1,1,0.685121107266436,0.868421052631579,0.625267436884895,0.717105263157895,0.886178861788618,0.627299957210098,0.91267883571781,0.969601677148847,0.907232704402515
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdne,8,96,104,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.67708333 0.65625    0.62105263 0.70526316 0.6       ],0.534591194968553,0.594339622641509,0.651572327044025,0.718209562563581,0.740041928721174,0.709643605870021,0.531645569620253,0.535031847133758,0.534596668908494,0.587859424920128,0.582278481012658,0.594264240506329,0.656327543424318,0.667929292929293,0.651633819396977
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.45833333 0.51041667 0.55208333 0.57291667 0.5       ],0.5,0.50625,0.80125,1,1,1,0.5,0.481927710843373,0.500704115161946,0.515337423312883,0.518518518518518,0.506094702297234,0.801992528019925,0.797029702970297,0.801292629262926
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.79166667 0.8125     0.77083333 0.84042553],0.578616352201258,0.484276729559748,0.809045226130653,0.993710691823899,0.99163179916318,0.993723849372385,0.617142857142857,0.675,0.578006329113924,0.481012658227848,0.622950819672131,0.5104550016728,0.812345679012346,0.86578947368421,0.811500506072875
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.51666667 0.56722689 0.49579832 0.56302521 0.51680672],0.547486033519553,0.458100558659218,0.519392033542977,0.456921587608906,0.395973154362416,0.529362416107382,0.463576158940398,0.393258426966292,0.546629213483146,0.374193548387097,0.322222222222222,0.458863920099875,0.442553191489362,0.381551362683438,0.519392033542977
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55416667 0.59166667 0.575      0.52941176 0.59243697],0.550561797752809,0.564606741573034,0.834905660377359,1,1,1,0.550561797752809,0.576470588235294,0.551676154332701,0.591029023746702,0.602150537634409,0.562839974699557,0.836872087001554,0.846960167714885,0.834905660377359
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,480,160,160,0.6,0.2,0.2, [0.8125     0.82291667 0.8125     0.88541667 0.83333333],0.6,0.55625,0.80625,0.957983193277311,0.95,0.958333333333333,0.652173913043478,0.689655172413793,0.59140292867265,0.56969696969697,0.594936708860759,0.556727613689639,0.812121212121212,0.82512315270936,0.805962591583106
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102,8, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.68229167 0.703125   0.66145833 0.69473684 0.63684211],0.616352201257862,0.60377358490566,0.780150753768844,0.894190871369294,0.901673640167364,0.893305439330544,0.657303370786517,0.68421052631579,0.610812746151092,0.625,0.75,0.61938202247191,0.788647342995169,0.827629911280101,0.780564644307548
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.52631579 0.47894737 0.45263158 0.44210526 0.42553191],0.506329113924051,0.436708860759494,0.788607594936709,1,1,1,0.524390243902439,0.547770700636943,0.506589752834195,0.460606060606061,0.452380952380952,0.435649935649936,0.792029887920299,0.795994993742178,0.788522464860846
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53645833 0.46354167 0.48958333 0.47395833 0.45789474],0.498432601880878,0.504702194357367,0.637218045112782,0.729533678756477,0.734864300626305,0.727557411273486,0.477124183006536,0.462025316455696,0.498093403569463,0.50314465408805,0.533333333333333,0.506311637080868,0.635619886721208,0.641677255400254,0.637278677143885
ensemble_model_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.4789916  0.54621849 0.51260504 0.48319328 0.48739496],0.518105849582173,0.495821727019499,0.814465408805031,1,1,1,0.557544757033248,0.54228855721393,0.514815164682915,0.456456456456457,0.481012658227848,0.494237672397506,0.815047021943574,0.817610062893082,0.814465408805031
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.53125    0.48958333 0.515625   0.546875   0.48958333],0.528125,0.546875,0.809375,0.990634755463059,0.991666666666667,0.990625,0.520634920634921,0.550335570469799,0.52955375014718,0.582132564841499,0.604790419161677,0.544225274940315,0.8120764017252,0.827889447236181,0.809467111677792
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.55208333 0.46875    0.41666667 0.57291667],0.51875,0.525,0.80875,1,1,1,0.509554140127389,0.533333333333333,0.519607843137255,0.563218390804598,0.597560975609756,0.523139462163852,0.81134401972873,0.828715365239295,0.808898625547687
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5        0.5        0.44791667 0.57291667 0.5       ],0.471698113207547,0.559748427672956,0.579145728643216,0.623700623700624,0.627615062761506,0.621338912133891,0.522727272727273,0.597402597402597,0.475530566993982,0.551282051282051,0.573333333333333,0.560476190476191,0.587945879458795,0.611253196930946,0.579700672539547
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdn,4,98,102,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5125     0.55833333 0.50420168 0.55462185 0.53361345],0.540616246498599,0.484593837535014,0.817085953878407,0.999163179916318,1,0.999162479061976,0.528735632183908,0.519774011299435,0.540442561205273,0.5,0.511111111111111,0.484369114877589,0.817373103087389,0.818658280922432,0.817085953878407
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.71578947 0.67894737 0.69473684 0.75263158],0.591772151898734,0.632911392405063,0.828065739570164,0.971122994652406,0.95578947368421,0.971578947368421,0.60061919504644,0.598765432098765,0.591590508257175,0.632911392405063,0.628930817610063,0.632936746384649,0.827191867852605,0.8178391959799,0.828130793918703
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdn,16,92,108,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.54166667 0.5        0.52083333 0.57446809],0.547169811320755,0.528301886792453,0.540201005025126,0.646203554119548,0.836820083682008,0.5418410041841,0.63265306122449,0.746987951807229,0.537967660114141,0.576271186440678,0.71830985915493,0.546654929577465,0.631048387096774,0.796437659033079,0.54338011983912
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.56666667 0.57083333 0.53781513 0.56722689 0.56302521],0.53781512605042,0.490196078431373,0.814465408805031,0.994122586062133,0.991624790619766,0.994137353433836,0.547945205479452,0.598802395209581,0.541506460762685,0.518518518518519,0.515789473684211,0.488433658997794,0.816959669079628,0.828092243186583,0.814465408805031
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.50420168 0.47478992 0.45378151 0.49159664 0.47881356],0.497222222222222,0.502777777777778,0.811320754716981,1,1,1,0.453172205438066,0.418994413407821,0.496790024383469,0.471976401179941,0.441988950276243,0.503117380166054,0.806243272335845,0.785115303983228,0.811320754716981
ensemble_model_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.54861111 0.54225352 0.52816901 0.45774648],0.563025210084034,0.449579831932773,0.802521008403361,1,1,1,0.559322033898305,0.584070796460177,0.564035398230089,0.412556053811659,0.425925925925926,0.447578347578348,0.799658994032396,0.811418685121107,0.802768166089965
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.63445378 0.58823529 0.6092437  0.60504202 0.57627119],0.622222222222222,0.586111111111111,0.800314465408805,0.919866444073456,0.927609427609428,0.919191919191919,0.668292682926829,0.717277486910995,0.616035193159639,0.598382749326145,0.656804733727811,0.590182471575947,0.807478524507327,0.837526205450734,0.800314465408805
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdn,40,30,70,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.56302521 0.59663866 0.63865546 0.58823529 0.67372881],0.530555555555556,0.511111111111111,0.819182389937107,1,1,1,0.616780045351474,0.683417085427136,0.512515996129717,0.557788944723618,0.68944099378882,0.528137582321546,0.829797730636408,0.881551362683438,0.819182389937107
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61979167 0.56315789 0.57894737 0.60526316 0.62105263],0.624605678233438,0.61198738170347,0.619798234552333,0.676233183856502,0.792016806722689,0.620798319327731,0.690909090909091,0.810975609756098,0.617906105531644,0.677165354330709,0.816455696202532,0.612630363824536,0.679425837320574,0.800751879699248,0.618650051524751
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.6625     0.64166667 0.65546218 0.6512605  0.6512605 ],0.529411764705882,0.470588235294118,0.812893081761006,1,1,1,0.553191489361702,0.55026455026455,0.528108465608466,0.458452722063037,0.476190476190476,0.470899470899471,0.813965607087024,0.818658280922432,0.812893081761006
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.625      0.55833333 0.58403361 0.50420168 0.58823529],0.521008403361345,0.495798319327731,0.816037735849057,1,1,1,0.560411311053984,0.579787234042553,0.517704267908851,0.497206703910615,0.526627218934911,0.497356162658945,0.819165378670788,0.833333333333333,0.816037735849057
svm_model_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.9375     0.95378151 0.94537815 0.94117647 0.94117647],0.611731843575419,0.681564245810056,0.859014675052411,0.986599664991625,0.988255033557047,0.986577181208054,0.644501278772379,0.75,0.619736842105263,0.725961538461538,0.794736842105263,0.674154135338346,0.865567216391804,0.907756813417191,0.859014675052411
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdne,8,96,104,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.703125   0.71354167 0.72916667 0.72105263],0.551724137931034,0.517241379310345,0.807017543859649,0.98848167539267,0.985386221294363,0.988517745302714,0.59025787965616,0.639751552795031,0.550888434625364,0.530487804878049,0.595890410958904,0.523378731491013,0.811274509803922,0.842239185750636,0.807539345961738
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.53157895 0.46315789 0.52105263 0.47894737 0.44680851],0.525316455696203,0.544303797468354,0.813924050632911,1,1,1,0.519230769230769,0.543624161073825,0.526303098500985,0.555555555555556,0.532544378698225,0.545183753974963,0.814393939393939,0.814393939393939,0.813922858021843
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.54166667 0.57291667 0.48958333 0.40625   ],0.51875,0.51875,0.8,0.98744769874477,0.983333333333333,0.9875,0.538922155688623,0.529411764705882,0.518039215686274,0.549707602339181,0.566265060240964,0.516898763886716,0.803921568627451,0.803921568627451,0.799919967987195
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.48958333 0.45833333 0.57291667 0.54166667],0.44375,0.475,0.78375,1,1,1,0.418300653594771,0.457142857142857,0.445238095238095,0.44,0.417721518987342,0.474292858259103,0.779054916985952,0.784061696658098,0.783758342246324
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdn,16,92,108,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.53125    0.44791667 0.54166667 0.5106383 ],0.515723270440252,0.471698113207547,0.797738693467337,1,1,1,0.496732026143791,0.457831325301205,0.518389346861129,0.461538461538462,0.461538461538462,0.471509971509972,0.795425667090216,0.7825,0.797815656565657
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.57916667 0.55       0.6092437  0.63865546 0.57983193],0.473389355742297,0.467787114845938,0.740566037735849,0.902581182348043,0.90787269681742,0.902010050251256,0.483516483516483,0.523809523809524,0.476190476190476,0.478021978021978,0.46031746031746,0.468253968253968,0.743390357698289,0.751572327044025,0.740566037735849
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.63020833 0.609375   0.63684211 0.57894737 0.65263158],0.632075471698113,0.632075471698113,0.754088050314465,0.837642192347466,0.849056603773585,0.835429769392034,0.672268907563025,0.759493670886076,0.632871835443038,0.646525679758308,0.699346405228758,0.634521687462864,0.763746223564955,0.802030456852792,0.754506500246845
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63,12, low_bits_6, svdn,1440,480,480,0.6,0.2,0.2, [0.60763889 0.63194444 0.54166667 0.54861111 0.57291667],0.512820512820513,0.504273504273504,0.791404612159329,0.88169014084507,0.869444444444444,0.883333333333333,0.504347826086956,0.542056074766355,0.515122525572154,0.532258064516129,0.519685039370079,0.502833173890647,0.790305584826133,0.786163522012579,0.791404612159329
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.63541667 0.60763889 0.65384615 0.59090909 0.63286713],0.582278481012658,0.548523206751055,0.805555555555556,0.885337039610841,0.888423988842399,0.884937238493724,0.65017667844523,0.760330578512397,0.578441151325164,0.608058608058608,0.71551724137931,0.551973496722713,0.814035087719298,0.851153039832285,0.805555555555556
ensemble_model_N8_B96_E104_nb_zones_10_lab_svd,8,96,104,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.78991597 0.73109244 0.70588235 0.72689076 0.72881356],0.713888888888889,0.666666666666667,0.850104821802935,0.946382978723404,0.936026936026936,0.946969696969697,0.681114551083591,0.628571428571429,0.711583011583012,0.649122807017544,0.6,0.668571428571429,0.844565217391304,0.814465408805031,0.850104821802935
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.49473684 0.52105263 0.44736842 0.44210526],0.528481012658228,0.490506329113924,0.79646017699115,0.98728813559322,0.981052631578947,0.987368421052632,0.56047197640118,0.555555555555556,0.526053639846743,0.461538461538462,0.466216216216216,0.489060489060489,0.79646017699115,0.793450881612091,0.796471633699446
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.80208333 0.71875    0.77083333 0.71875   ],0.5875,0.59375,0.7425,0.841437632135306,0.829166666666667,0.84375,0.565789473684211,0.524390243902439,0.589118198874296,0.57516339869281,0.511627906976744,0.600408548082967,0.735218508997429,0.700980392156863,0.743347338935574
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdn,26,37,63,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.56293706 0.52447552 0.55594406 0.52797203 0.53169014],0.5,0.516666666666667,0.787735849056604,0.882065596650384,0.88515406162465,0.881652661064426,0.482758620689655,0.478632478632479,0.499478840942256,0.524590163934426,0.520325203252033,0.516572858036273,0.787847040335254,0.788259958071279,0.787735849056604
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.76041667 0.70833333 0.703125   0.66666667 0.67368421],0.507836990595611,0.545454545454545,0.692355889724311,0.796555435952637,0.772442588726514,0.802713987473904,0.516923076923077,0.541935483870968,0.508772619984264,0.556574923547401,0.575949367088608,0.545738658699583,0.68943706514864,0.688131313131313,0.692324363033318
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.515625   0.54736842 0.47894737 0.56842105],0.5,0.49685534591195,0.79937106918239,1,1,1,0.533724340175953,0.538461538461538,0.497418688693856,0.523809523809524,0.539877300613497,0.495745101919652,0.804414469650521,0.810877626699629,0.799164805667356
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49652778 0.56643357 0.53496503 0.54545455 0.55944056],0.546218487394958,0.478991596638655,0.54769392033543,0.614538790470373,0.702513966480447,0.559357541899441,0.611510791366906,0.714285714285714,0.546218487394958,0.540740740740741,0.61344537815126,0.478991596638655,0.605034324942792,0.692872117400419,0.54769392033543
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.77604167 0.75       0.77368421 0.7        0.75789474],0.525157232704403,0.528301886792453,0.781132075471698,0.949946751863685,0.935010482180294,0.950733752620545,0.564841498559078,0.624203821656051,0.52638762511374,0.587912087912088,0.677215189873418,0.529232594936709,0.789090909090909,0.821969696969697,0.781285600364548
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108, zones, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.56944444 0.52816901 0.56338028 0.57746479 0.53521127],0.485232067510549,0.514767932489452,0.795109612141653,0.991573033707865,0.991573033707865,0.991573033707865,0.483050847457627,0.467213114754098,0.485780470420527,0.518828451882845,0.539130434782609,0.515466856735567,0.795282224094355,0.795952782462057,0.795109612141653
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.52083333 0.53125    0.5        0.59375   ],0.54375,0.425,0.78875,0.991666666666667,0.991666666666667,0.991666666666667,0.568047337278107,0.545454545454545,0.543560606060606,0.402597402597403,0.382716049382716,0.425535239881232,0.789539227895392,0.775061124694376,0.789065089201408
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.58680556 0.61888112 0.60839161 0.6048951  0.65034965],0.521008403361345,0.508403361344538,0.824423480083857,0.926760563380281,0.918994413407821,0.927374301675978,0.558139534883721,0.605042016806723,0.521008403361344,0.518518518518518,0.529411764705882,0.508403361344538,0.825611660593441,0.831236897274633,0.824423480083857
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,474,158,158,0.6,0.2,0.2, [0.45833333 0.5625     0.43617021 0.4893617  0.42553191],0.474683544303798,0.537974683544304,0.8,0.9957805907173,0.9957805907173,0.9957805907173,0.41958041958042,0.422535211267606,0.469888295288975,0.546583850931677,0.530120481927711,0.538393574297189,0.796915167095116,0.792838874680307,0.799928209269978
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66319444 0.6013986  0.61188811 0.65734266 0.62587413],0.592436974789916,0.630252100840336,0.835953878406709,0.912208504801097,0.92877094972067,0.910614525139665,0.583690987124463,0.607142857142857,0.593253968253968,0.648,0.642857142857143,0.629464285714286,0.838742916022669,0.853249475890985,0.835953878406708
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72027972 0.68881119 0.7027972  0.68181818 0.75874126],0.552301255230126,0.489539748953975,0.822851153039832,0.92404181184669,0.927272727272727,0.923776223776224,0.532751091703057,0.5,0.553418803418803,0.469565217391304,0.461538461538462,0.488965952080706,0.821541710665259,0.815513626834382,0.822851153039832
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.50833333 0.48333333 0.46666667 0.50420168 0.52521008],0.51685393258427,0.463483146067416,0.809748427672956,1,1,1,0.527472527472527,0.542372881355932,0.516996496543888,0.467966573816156,0.46927374301676,0.463450430830414,0.810838978634706,0.815513626834382,0.809748427672956
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.76041667 0.87234043 0.81914894 0.87234043],0.531645569620253,0.613924050632911,0.807594936708861,0.963906581740977,0.957805907172996,0.964135021097046,0.574712643678161,0.609756097560976,0.528562259306804,0.606451612903226,0.681159420289855,0.621478586549422,0.81,0.835051546391753,0.808073036877468
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svd,32,34,66,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.84615385 0.82867133 0.86363636 0.85314685 0.8556338 ],0.5875,0.6,0.894129979035639,0.995080815179199,0.991596638655462,0.995098039215686,0.65017667844523,0.747967479674797,0.583385449239108,0.659574468085106,0.794871794871795,0.604752970606629,0.898390342052314,0.936058700209644,0.894129979035639
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.85664336 0.85314685 0.86363636 0.83216783 0.83916084],0.539748953974895,0.527196652719665,0.882075471698113,0.998601398601399,0.998601398601399,0.998601398601399,0.633333333333333,0.811965811965812,0.545327168277988,0.622073578595318,0.762295081967213,0.522173182009248,0.889107934943322,0.945492662473795,0.882075471698113
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.88194444 0.82291667 0.85314685 0.84615385 0.82517483],0.616033755274262,0.561181434599156,0.889412997903564,0.988779803646564,0.98326359832636,0.98884239888424,0.697674418604651,0.84,0.603035714285714,0.651006711409396,0.866071428571429,0.577035714285714,0.895802469135802,0.950733752620545,0.889412997903564
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,954,318,318,0.6,0.2,0.2, [0.6875     0.71875    0.64736842 0.68947368 0.67368421],0.569182389937107,0.544025157232704,0.79685534591195,0.956243329775881,0.939203354297694,0.957023060796645,0.622589531680441,0.697530864197531,0.566714150047483,0.584527220630372,0.64968152866242,0.545337658741148,0.804123711340206,0.832914572864322,0.796809931268433
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.86458333 0.84375    0.84042553 0.78723404 0.74468085],0.594936708860759,0.582278481012658,0.786075949367089,0.915766738660907,0.894514767932489,0.917721518987342,0.659574468085106,0.738095238095238,0.585263835263835,0.641304347826087,0.686046511627907,0.57218992248062,0.797604790419162,0.818181818181818,0.78507002136245
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.609375   0.68421053 0.68947368 0.68947368 0.66315789],0.570977917981073,0.589905362776025,0.769230769230769,0.898373983739837,0.928571428571429,0.894957983193277,0.555555555555556,0.512048192771084,0.573904891087529,0.59375,0.625,0.591287878787879,0.772670807453416,0.783375314861461,0.769212909955983
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdne,16,92,108,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.71875    0.79166667 0.82291667 0.83333333],0.51875,0.625,0.76125,0.879464285714286,0.820833333333333,0.8875,0.574585635359116,0.666666666666667,0.522357723577236,0.662921348314607,0.746835443037975,0.626504141272074,0.763320941759603,0.775818639798489,0.761358451412892
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.76041667 0.72916667 0.66666667 0.70833333],0.5625,0.525,0.6975,0.795744680851064,0.779166666666667,0.8,0.593023255813954,0.593023255813954,0.56002514142049,0.536585365853658,0.55,0.525,0.699751861042184,0.694581280788177,0.697544447500688
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102, zones, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5625     0.50416667 0.55       0.5210084  0.49159664],0.550561797752809,0.485955056179775,0.817610062893082,0.995801847187238,0.991638795986622,0.995819397993311,0.56989247311828,0.56989247311828,0.549652118912081,0.45045045045045,0.441176470588235,0.484029095509171,0.816455696202532,0.811320754716981,0.817610062893082
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.76041667 0.79166667 0.71875    0.79166667],0.5625,0.4875,0.75125,0.899786780383795,0.879166666666667,0.902083333333333,0.533333333333333,0.540540540540541,0.560967944688875,0.481012658227848,0.447058823529412,0.490196078431373,0.743886743886744,0.724310776942356,0.751182819892624
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.64930556 0.70486111 0.62587413 0.66433566 0.63986014],0.50210970464135,0.565400843881857,0.648846960167715,0.704799474030243,0.747559274755927,0.686889818688982,0.601351351351351,0.741666666666667,0.499038461538462,0.633451957295374,0.760683760683761,0.56784188034188,0.680648236415634,0.748427672955975,0.648846960167715
svm_model_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.79861111 0.76388889 0.78873239 0.77464789 0.73239437],0.617647058823529,0.621848739495798,0.743697478991597,0.835543766578249,0.882352941176471,0.826330532212885,0.666666666666667,0.8125,0.628472222222222,0.683098591549296,0.836206896551724,0.627119841718485,0.767353165522502,0.85982905982906,0.745617009253373
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.46875    0.46354167 0.49473684 0.47894737 0.56842105],0.481132075471698,0.525157232704403,0.79622641509434,0.991614255765199,0.991614255765199,0.991614255765199,0.455445544554455,0.436708860759494,0.480854430379747,0.529595015576324,0.512048192771084,0.525760938490805,0.79467680608365,0.782771535580524,0.79632873356973
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.84375    0.84375    0.8125     0.82291667 0.84375   ],0.54375,0.58125,0.805,0.966942148760331,0.975,0.966666666666667,0.578034682080925,0.684931506849315,0.555109431585577,0.603550295857988,0.68,0.587058823529412,0.811138014527845,0.86340206185567,0.806701030927835
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.4625     0.47916667 0.4875     0.49579832 0.5       ],0.480337078651685,0.528089887640449,0.808700209643606,0.99,0.993311036789298,0.989966555183946,0.487534626038781,0.508670520231214,0.48111121639976,0.533333333333333,0.524590163934426,0.528191035724439,0.809994794377928,0.815513626834382,0.808700209643606
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.63020833 0.63541667 0.66666667 0.65625    0.65625   ],0.603125,0.621875,0.635625,0.638619201725998,0.616666666666667,0.651041666666667,0.586319218241042,0.548780487804878,0.604518449030644,0.610932475884244,0.620915032679739,0.621834761848851,0.622653721682848,0.603513174404015,0.635505030539492
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57563025 0.57142857 0.61764706 0.52941176 0.51680672],0.498607242339833,0.551532033426184,0.819706498951782,0.997476871320437,0.996638655462185,0.997478991596639,0.518716577540107,0.560693641618497,0.50077692833613,0.586118251928021,0.612903225806452,0.549226179377214,0.823770491803279,0.842767295597484,0.819706498951782
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.73776224 0.71678322 0.74125874 0.75874126 0.76223776],0.506276150627615,0.464435146443515,0.871069182389937,1,1,1,0.578571428571429,0.627906976744186,0.495771670190275,0.492063492063492,0.563636363636364,0.471740662438337,0.874617737003058,0.89937106918239,0.871069182389937
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.75       0.72916667 0.77083333 0.6875    ],0.575,0.575,0.82125,0.985324947589098,0.979166666666667,0.985416666666667,0.626373626373626,0.662790697674419,0.567881835323696,0.564102564102564,0.602739726027397,0.577231931979216,0.824539877300614,0.842105263157895,0.821302008137551
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdne,16,92,108,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.71875    0.85416667 0.79166667 0.70833333],0.55,0.575,0.81125,0.977035490605428,0.975,0.977083333333333,0.576470588235294,0.620253164556962,0.550867323019222,0.575,0.58974358974359,0.575359599749844,0.813349814585909,0.828715365239295,0.811380015125851
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.63541667 0.6875     0.69791667 0.67708333 0.71875   ],0.56875,0.46875,0.79,0.97071129707113,0.966666666666667,0.970833333333333,0.596491228070176,0.6,0.566666666666667,0.478527607361963,0.4875,0.46875,0.793103448275862,0.795061728395062,0.78993592748867
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.67708333 0.7        0.61052632 0.62631579 0.73157895],0.548895899053628,0.624605678233438,0.807061790668348,0.953191489361702,0.941176470588235,0.953781512605042,0.56797583081571,0.583850931677019,0.548335722248766,0.640483383685801,0.706666666666667,0.628782435129741,0.808988764044944,0.823379923761118,0.807184329840509
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,1188,396,396,0.6,0.2,0.2, [0.57563025 0.49159664 0.53781513 0.55042017 0.52966102],0.5,0.5,0.806079664570231,0.991582491582492,0.991582491582492,0.991582491582492,0.508196721311476,0.5,0.5,0.5,0.517241379310345,0.50055617352614,0.806687565308255,0.809224318658281,0.806079664570231
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.77083333 0.76041667 0.77083333 0.78125   ],0.5,0.55,0.78875,0.963752665245202,0.941666666666667,0.964583333333333,0.550561797752809,0.590361445783132,0.496479424190268,0.581395348837209,0.609756097560976,0.548467792370231,0.793650793650794,0.802469135802469,0.788576340053133
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.78472222 0.73958333 0.76573427 0.81118881 0.74475524],0.481012658227848,0.518987341772152,0.832809224318658,0.942577030812325,0.938633193863319,0.942817294281729,0.54275092936803,0.61864406779661,0.48159094146133,0.544,0.571428571428571,0.518765133171913,0.836158192090395,0.853249475890985,0.832809224318658
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svd,32,34,66, zones, lab, svd,1434,478,478,0.6,0.2,0.2, [0.9375     0.92708333 0.94755245 0.92657343 0.91958042],0.590717299578059,0.590717299578059,0.89832285115304,1,1,1,0.644688644688645,0.733333333333333,0.588888888888889,0.633962264150943,0.717948717948718,0.592307692307692,0.901622718052738,0.931865828092243,0.89832285115304
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54166667 0.53496503 0.46153846 0.54195804 0.55594406],0.53781512605042,0.483193277310924,0.534591194968553,0.586228679722047,0.64804469273743,0.542597765363128,0.533898305084746,0.572727272727273,0.540269886363636,0.539325842696629,0.5625,0.476704545454546,0.574304889741131,0.627882599580713,0.534591194968553
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.52447552 0.50699301 0.53846154 0.5528169 ],0.508333333333333,0.5,0.523060796645702,0.62954796030871,0.799719887955182,0.529411764705882,0.611842105263158,0.794871794871795,0.515322076297686,0.61038961038961,0.764227642276423,0.493224932249323,0.624896949711459,0.794549266247379,0.523060796645702
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5        0.4875     0.50416667 0.49579832 0.5       ],0.51123595505618,0.52247191011236,0.539832285115304,0.504638218923933,0.454849498327759,0.553511705685619,0.482142857142857,0.455056179775281,0.51123595505618,0.465408805031447,0.415730337078652,0.522471910112359,0.493071593533487,0.447589098532495,0.539832285115304
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.54166667 0.50520833 0.48947368 0.47368421 0.47368421],0.522012578616352,0.50314465408805,0.80314465408805,0.996858638743456,0.9979035639413,0.996855345911949,0.512820512820513,0.512820512820513,0.521842355175689,0.518292682926829,0.524691358024691,0.502730294396961,0.803761755485894,0.806289308176101,0.80314465408805
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svd,8,96,104, zones, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7        0.75210084 0.73109244 0.71848739 0.72689076],0.597765363128492,0.625698324022346,0.801362683438155,0.916182572614108,0.926174496644295,0.915268456375839,0.617021276595745,0.637362637362637,0.59709040959041,0.656410256410256,0.727272727272727,0.627372627372627,0.807711821410452,0.834381551362683,0.801362683438155
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.84375    0.86458333 0.88297872 0.79787234 0.85106383],0.506329113924051,0.506329113924051,0.789873417721519,0.978723404255319,0.970464135021097,0.978902953586498,0.535714285714286,0.642857142857143,0.520292207792208,0.546511627906977,0.580246913580247,0.504409171075838,0.795061728395062,0.829896907216495,0.790570344155511
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.8125     0.71875    0.76041667 0.81914894],0.610062893081761,0.616352201257862,0.829145728643216,0.9723991507431,0.9581589958159,0.972803347280335,0.586666666666667,0.602739726027397,0.60950939789742,0.596026490066225,0.616438356164384,0.616358712965913,0.823834196891192,0.825974025974026,0.829045407147597
ensemble_model_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108,6, lab, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.79861111 0.8028169  0.84507042 0.76760563 0.74647887],0.649789029535865,0.611814345991561,0.824620573355818,0.952789699570815,0.935393258426966,0.953651685393258,0.637554585152838,0.646017699115044,0.649621752783328,0.61344537815126,0.640350877192982,0.61285836542576,0.821612349914237,0.821612349914237,0.824570685736554
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,468,156,156,0.6,0.2,0.2, [0.67021277 0.68085106 0.65957447 0.65957447 0.67391304],0.487179487179487,0.615384615384615,0.78974358974359,0.949152542372881,0.957264957264957,0.948717948717949,0.534883720930232,0.547619047619048,0.482142857142857,0.662921348314607,0.719512195121951,0.609756097560976,0.800486618004866,0.8225,0.788881578947368
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.48333333 0.55       0.5375     0.59583333 0.55      ],0.483050847457627,0.542372881355932,0.808700209643606,0.983221476510067,0.976666666666667,0.983333333333333,0.512,0.542372881355932,0.483050847457627,0.539772727272727,0.536723163841808,0.542372881355932,0.809796769150599,0.814465408805031,0.808700209643606
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.77083333 0.77083333 0.75352113 0.80985915 0.81690141],0.647058823529412,0.53781512605042,0.747899159663866,0.845029239766082,0.80952380952381,0.851540616246499,0.641025641025641,0.619834710743802,0.647524192978739,0.549180327868853,0.544715447154471,0.537575114881584,0.741824440619621,0.717138103161398,0.748212515078152
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.81914894 0.75531915 0.72340426 0.76595745 0.71276596],0.467948717948718,0.5,0.760869565217391,0.943965517241379,0.931914893617021,0.94468085106383,0.520231213872832,0.542168674698795,0.462865159267206,0.546511627906977,0.602564102564102,0.5,0.76885043263288,0.785353535353535,0.760552415345162
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.62605042 0.6092437  0.6302521  0.60504202 0.62288136],0.575,0.638888888888889,0.655660377358491,0.678694158075601,0.664983164983165,0.685185185185185,0.583106267029973,0.581521739130435,0.574851778656126,0.622093023255814,0.607954545454545,0.638216403162055,0.6496,0.638364779874214,0.655660377358491
ensemble_model_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.95       0.97083333 0.91176471 0.94957983 0.95378151],0.602240896358543,0.61624649859944,0.85272536687631,0.998322147651007,0.996649916247906,0.998324958123953,0.650246305418719,0.725274725274725,0.59978021978022,0.671462829736211,0.8,0.61978021978022,0.860545905707196,0.908805031446541,0.85272536687631
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.7375     0.73333333 0.75       0.70416667 0.675     ],0.615819209039548,0.596045197740113,0.761006289308176,0.848588537211292,0.826666666666667,0.8525,0.649484536082474,0.688524590163934,0.613268143035184,0.639798488664987,0.742690058479532,0.600853225961077,0.766632548618219,0.785115303983228,0.761006289308176
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.67708333 0.703125   0.66666667 0.609375   0.73958333],0.521875,0.484375,0.64625,0.743801652892562,0.75,0.741666666666667,0.517350157728707,0.546666666666667,0.523333333333333,0.507462686567164,0.548387096774194,0.486314760508309,0.650617283950617,0.671337579617834,0.646711734594193
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.63020833 0.61458333 0.67894737 0.62631579 0.63684211],0.559748427672956,0.616352201257862,0.786163522012579,0.918580375782881,0.922431865828092,0.918238993710692,0.539473684210526,0.522292993630573,0.55928314277802,0.628048780487805,0.635802469135802,0.615978157644824,0.786163522012579,0.785175879396985,0.786164765894966
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.67708333 0.67708333 0.61979167 0.67708333 0.66145833],0.628125,0.5875,0.774375,0.888211382113821,0.910416666666667,0.885416666666667,0.638297872340426,0.67741935483871,0.629618768328446,0.633333333333333,0.629834254143646,0.581104177431535,0.784219964136282,0.803921568627451,0.773772008803521
svm_model_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.79411765 0.78151261 0.68907563 0.71848739 0.72033898],0.602777777777778,0.605555555555555,0.694444444444444,0.758508914100486,0.787878787878788,0.749158249158249,0.622691292875989,0.682080924855491,0.605746344780687,0.634020618556701,0.657754010695187,0.603443479336033,0.708645677161419,0.743186582809224,0.694444444444444
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.52521008 0.49579832 0.49159664 0.54201681 0.51271186],0.533333333333333,0.55,0.822327044025157,0.992417860151643,0.991582491582492,0.992424242424242,0.522727272727273,0.505494505494506,0.533646129151747,0.539772727272727,0.533707865168539,0.549820965551303,0.820729772607086,0.813417190775681,0.822327044025157
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49166667 0.48319328 0.47478992 0.5        0.46218487],0.452513966480447,0.527932960893855,0.80293501048218,0.990748528174937,0.988255033557047,0.990771812080537,0.443181818181818,0.435754189944134,0.452513966480447,0.523943661971831,0.519553072625698,0.527932960893855,0.80168776371308,0.79664570230608,0.80293501048218
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.47916667 0.4787234  0.5212766  0.56382979],0.436708860759494,0.531645569620253,0.563291139240506,0.64453125,0.69620253164557,0.616033755274262,0.518918918918919,0.592592592592593,0.432659932659933,0.54320987654321,0.602739726027397,0.536663980660757,0.59837019790454,0.657289002557545,0.56423347370985
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.53125    0.51041667 0.47916667 0.5       ],0.4875,0.51875,0.52625,0.661538461538462,0.895833333333333,0.541666666666667,0.616822429906542,0.942857142857143,0.538095238095238,0.645161290322581,0.875,0.51875,0.649398704902868,0.9,0.535365853658537
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.703125   0.72395833 0.71578947 0.76842105 0.75263158],0.471698113207547,0.540880503144654,0.783647798742138,0.968421052631579,0.964360587002096,0.968553459119497,0.540983606557377,0.630573248407643,0.473671717371524,0.613756613756614,0.703030303030303,0.534521687462864,0.796930342384888,0.844806007509387,0.783338528407032
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svd,8,96,104,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.71008403 0.70168067 0.68067227 0.65966387 0.73305085],0.536111111111111,0.561111111111111,0.689203354297694,0.772108843537415,0.764309764309764,0.774410774410774,0.612529002320186,0.729281767955801,0.535031945430414,0.62200956937799,0.726256983240223,0.562023519244421,0.707160493827161,0.750524109014675,0.689203354297694
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.59663866 0.63445378 0.70168067 0.61764706 0.68220339],0.586111111111111,0.597222222222222,0.644654088050314,0.677310924369748,0.678451178451178,0.676767676767677,0.568115942028985,0.526881720430108,0.588153503893215,0.551083591331269,0.511494252873563,0.594456803856137,0.635091496232508,0.618448637316562,0.644654088050314
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.66386555 0.62605042 0.67647059 0.67647059 0.65254237],0.505555555555556,0.541666666666667,0.809748427672956,0.983193277310924,0.984848484848485,0.983164983164983,0.513661202185793,0.519337016574586,0.505478564153215,0.564643799472295,0.597765363128492,0.541976604216179,0.812403100775194,0.823899371069182,0.809748427672956
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svd,16,92,108,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.71527778 0.76760563 0.73239437 0.73943662 0.76056338],0.476793248945148,0.506329113924051,0.733558178752108,0.894810659186536,0.896067415730337,0.894662921348315,0.594771241830065,0.733870967741936,0.46428061661433,0.600682593856655,0.752136752136752,0.509401709401709,0.759146341463415,0.834170854271357,0.732874900819889
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.74305556 0.81944444 0.75       0.8125     0.82394366],0.485355648535565,0.456066945606695,0.719063545150502,0.881597717546362,0.860724233983287,0.884401114206128,0.481012658227848,0.504424778761062,0.486339373507515,0.475806451612903,0.495798319327731,0.456232492997199,0.716694772344013,0.71912013536379,0.7190641999133
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108, zones, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.82638889 0.77777778 0.80555556 0.74305556 0.75352113],0.627615062761506,0.652719665271967,0.834448160535117,0.963172804532578,0.947075208913649,0.963788300835654,0.683274021352313,0.75,0.618243243243243,0.691449814126394,0.762295081967213,0.650378310214376,0.842356687898089,0.86863711001642,0.833807481754377
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.56666667 0.575      0.6125     0.60833333 0.55462185],0.507042253521127,0.52112676056338,0.819182389937107,1,1,1,0.523160762942779,0.551724137931034,0.507906267860545,0.54054054054054,0.552486187845304,0.52049596748587,0.821705426356589,0.833333333333333,0.819182389937107
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.55416667 0.55416667 0.57142857 0.55882353 0.52941176],0.515406162464986,0.518207282913165,0.813941299790356,0.991652754590985,0.994974874371859,0.991624790619766,0.507122507122507,0.514450867052023,0.515377607439055,0.537634408602151,0.543478260869565,0.517403870319176,0.815200416449766,0.820754716981132,0.813941299790356
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.77083333 0.8125     0.79577465 0.80985915 0.76760563],0.554621848739496,0.558823529411765,0.777310924369748,0.92436974789916,0.92436974789916,0.92436974789916,0.601503759398496,0.597014925373134,0.548507462686567,0.560669456066946,0.582608695652174,0.559597030752916,0.782608695652174,0.787128712871287,0.77712600027126
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdne,4,98,102,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.6512605  0.63865546 0.61764706 0.6512605  0.58898305],0.552777777777778,0.558333333333333,0.609538784067086,0.647302904564315,0.656565656565657,0.642255892255892,0.622950819672131,0.722826086956522,0.548913043478261,0.603491271820449,0.6875,0.561141304347826,0.633546483030005,0.675052410901468,0.609538784067086
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.57291667 0.63541667 0.70833333 0.59895833 0.68421053],0.605015673981191,0.639498432601881,0.635964912280702,0.67984934086629,0.753653444676409,0.64509394572025,0.633720930232558,0.68125,0.604775943396226,0.674220963172805,0.721212121212121,0.636580086580087,0.669698692438886,0.732587064676617,0.635232926277702
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.54166667 0.53125    0.59375    0.51041667],0.43125,0.5375,0.79375,1,1,1,0.461538461538462,0.469879518072289,0.429744953841339,0.5375,0.551282051282051,0.537836147592245,0.796044499381953,0.802992518703242,0.793726835792724
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.38541667 0.48958333 0.44791667 0.54255319 0.44680851],0.525316455696203,0.506329113924051,0.806818181818182,1,1,1,0.482758620689655,0.472972972972973,0.522200772200772,0.493506493506493,0.469135802469136,0.507295173961841,0.80258064516129,0.791348600508906,0.806701869176759
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66319444 0.63286713 0.64685315 0.61538462 0.65384615],0.546218487394958,0.579831932773109,0.664046121593291,0.714944042132982,0.758379888268156,0.697625698324022,0.564516129032258,0.569105691056911,0.545422410745847,0.606299212598425,0.669565217391304,0.582750088370449,0.682830282038595,0.723270440251572,0.664046121593291
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.578125   0.578125   0.66842105 0.59473684 0.56315789],0.591194968553459,0.622641509433962,0.764779874213837,0.869747899159664,0.867924528301887,0.870020964360587,0.580645161290323,0.629370629370629,0.594685314685315,0.647058823529412,0.650887573964497,0.620745800405067,0.766541822721598,0.778200253485424,0.764880401399391
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.65104167 0.66666667 0.66145833 0.67708333 0.69473684],0.482758620689655,0.45141065830721,0.74874686716792,0.936787564766839,0.943632567849687,0.936325678496868,0.504504504504505,0.518518518518518,0.482189195564992,0.410774410774411,0.417808219178082,0.448788502652625,0.74858934169279,0.758576874205845,0.748880526101686
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svd,16,92,108,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.72916667 0.73611111 0.79577465 0.79577465 0.75352113],0.512605042016807,0.546218487394958,0.8,0.980169971671388,0.969187675070028,0.980392156862745,0.560606060606061,0.660714285714286,0.520833333333333,0.553719008264463,0.598214285714286,0.549107142857143,0.803630363036304,0.838209982788296,0.800878390408926
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.62152778 0.63986014 0.62587413 0.58041958 0.64335664],0.57563025210084,0.516806722689076,0.780398322851153,0.859903381642512,0.870111731843575,0.858240223463687,0.516746411483253,0.473684210526316,0.571519524617997,0.449760765550239,0.379032258064516,0.522849462365592,0.775575790037493,0.758909853249476,0.780398322851153
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.78472222 0.80555556 0.77777778 0.79166667 0.84722222],0.479166666666667,0.475,0.781666666666667,0.984827586206896,0.991666666666667,0.984722222222222,0.551971326164875,0.6015625,0.470424107142857,0.519083969465649,0.596491228070175,0.48078529657477,0.79304897314376,0.833887043189369,0.781492016577962
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.8125     0.8125     0.82638889 0.83098592 0.81690141],0.53781512605042,0.558823529411765,0.791107382550335,0.951704545454546,0.935754189944134,0.952513966480447,0.598540145985401,0.725663716814159,0.54683185840708,0.597701149425287,0.634146341463415,0.556203605514316,0.799031476997579,0.833333333333333,0.791248606465998
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.625      0.44680851 0.43617021 0.4893617 ],0.443037974683544,0.588607594936709,0.79620253164557,0.983122362869198,0.983122362869198,0.983122362869198,0.45679012345679,0.420454545454546,0.445941558441558,0.580645161290323,0.6,0.589156626506024,0.79646017699115,0.7875,0.796314102564103
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.42708333 0.51041667 0.55319149 0.5106383  0.55319149],0.468354430379747,0.5,0.791139240506329,0.995762711864407,0.991561181434599,0.9957805907173,0.44,0.428571428571429,0.467372134038801,0.47682119205298,0.467532467532467,0.499198332531666,0.786545924967658,0.777493606138107,0.791002442166798
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.47395833 0.46315789 0.5        0.51578947],0.509433962264151,0.465408805031447,0.525157232704403,0.536216216216216,0.519916142557652,0.550314465408805,0.417910447761194,0.386206896551724,0.499461829778752,0.46875,0.414364640883978,0.473605678106223,0.500991407799075,0.471980074719801,0.525697788312886
ensemble_model_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7        0.6512605  0.64705882 0.68487395 0.73109244],0.64804469273743,0.664804469273743,0.818134171907757,0.912705272255834,0.885906040268456,0.915268456375839,0.60377358490566,0.530386740331492,0.649374161126198,0.622641509433962,0.559322033898305,0.663638917501639,0.806469604015616,0.757861635220126,0.818134171907757
svm_model_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.54621849 0.49579832 0.5210084  0.53813559],0.547222222222222,0.466666666666667,0.571278825995807,0.511087645195354,0.407407407407407,0.61026936026936,0.419928825622776,0.349112426035503,0.535812757520369,0.328671328671329,0.246073298429319,0.481024814895133,0.459709379128137,0.364779874213836,0.571278825995807
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.57692308 0.58391608 0.55244755 0.61619718],0.504166666666667,0.533333333333333,0.877882599580713,0.99859943977591,0.99859943977591,0.99859943977591,0.567272727272727,0.614173228346457,0.497352100898892,0.578947368421053,0.68141592920354,0.541495366176573,0.881665820213306,0.909853249475891,0.877882599580713
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80672269 0.74369748 0.73109244 0.75210084 0.71848739],0.551532033426184,0.571030640668524,0.784067085953878,0.918005071851226,0.912605042016807,0.918487394957983,0.604422604422604,0.691011235955056,0.552687938419517,0.601036269430052,0.640883977900552,0.570441988950276,0.791497975708502,0.819706498951782,0.784067085953879
svm_model_N16_B92_E108_nb_zones_8_lab_svd,16,92,108,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82631579 0.81052632 0.81052632 0.78947368 0.84210526],0.594936708860759,0.563291139240506,0.774968394437421,0.902173913043478,0.873684210526316,0.905263157894737,0.630057803468208,0.68125,0.593830128205128,0.571428571428571,0.63013698630137,0.568009669621273,0.775818639798489,0.788732394366197,0.775140229642524
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.67226891 0.58823529 0.65546218 0.61344538],0.587743732590529,0.571030640668524,0.641509433962264,0.673504273504274,0.66218487394958,0.678991596638655,0.608465608465608,0.625,0.586785714285714,0.574585635359116,0.594285714285714,0.571599378881988,0.641884816753927,0.642557651991614,0.641509433962264
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.69791667 0.64583333 0.62765957 0.74468085 0.70212766],0.550632911392405,0.620253164556962,0.656962025316455,0.692982456140351,0.666666666666667,0.704641350210971,0.503496503496504,0.467532467532467,0.548581048581049,0.594594594594595,0.564102564102564,0.619551282051282,0.637215528781794,0.607142857142857,0.656586503948313
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.54621849 0.55462185 0.51680672 0.50840336 0.52966102],0.508333333333333,0.563888888888889,0.824947589098533,1,1,1,0.530503978779841,0.571428571428571,0.51003861003861,0.576819407008086,0.578378378378378,0.563474903474903,0.827479338842975,0.839622641509434,0.824947589098532
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svd,32,34,66,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.85069444 0.86713287 0.9020979  0.84615385 0.86363636],0.53781512605042,0.579831932773109,0.887316561844864,0.996505939902166,0.995810055865922,0.996508379888268,0.595588235294118,0.716814159292035,0.546407079646018,0.647887323943662,0.736,0.57153982300885,0.891796678409663,0.928721174004193,0.887316561844864
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.86713287 0.81118881 0.86013986 0.82167832 0.86619718],0.583333333333333,0.566666666666667,0.893081761006289,1,1,1,0.606299212598425,0.658119658119658,0.585157390035439,0.614814814814815,0.67479674796748,0.563894100479466,0.895491803278688,0.916142557651992,0.893081761006289
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.59375    0.55208333 0.59375    0.625     ],0.49375,0.48125,0.6875,0.81140350877193,0.770833333333333,0.820833333333333,0.470588235294118,0.455696202531646,0.493280200031255,0.450331125827815,0.453333333333333,0.479607843137255,0.671052631578947,0.647208121827411,0.686904553524543
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.84265734 0.84965035 0.84265734 0.85314685 0.88028169],0.491666666666667,0.520833333333333,0.875786163522013,1,1,1,0.554744525547445,0.690909090909091,0.506993006993007,0.590747330960854,0.638461538461538,0.51013986013986,0.880484114977307,0.915094339622642,0.875786163522013
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72083333 0.67916667 0.66666667 0.7        0.69747899],0.597183098591549,0.622535211267606,0.832285115303983,0.963835155592935,0.956594323873122,0.964106844741235,0.570570570570571,0.545977011494253,0.596192925636629,0.598802395209581,0.552486187845304,0.623944243347939,0.827586206896552,0.80503144654088,0.832285115303983
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.84375    0.80208333 0.77083333 0.84375    0.82978723],0.528301886792453,0.484276729559748,0.773869346733668,0.950959488272921,0.933054393305439,0.951882845188284,0.576271186440678,0.645569620253165,0.529034810126582,0.5,0.5,0.483766233766234,0.777777777777778,0.7875,0.773800505050505
svm_model_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.95454545 0.94405594 0.91958042 0.92307692 0.92253521],0.533333333333333,0.575,0.878406708595388,0.987306064880113,0.980392156862745,0.987394957983193,0.613793103448276,0.754237288135593,0.536954709641567,0.619402985074627,0.680327868852459,0.573214781883857,0.882591093117409,0.914046121593291,0.878406708595388
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102,10, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.63333333 0.7        0.62916667 0.65966387 0.69327731],0.564606741573034,0.603932584269663,0.777253668763103,0.893827160493827,0.908026755852843,0.892140468227425,0.601542416452442,0.639344262295082,0.562446697621529,0.625994694960212,0.682080924855491,0.606067784832117,0.785461887935386,0.815513626834382,0.777253668763103
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.66842105 0.60526316 0.57894737 0.63157895 0.65957447],0.613924050632911,0.610759493670886,0.80506329113924,0.933474128827878,0.932489451476793,0.933544303797468,0.634730538922156,0.67948717948718,0.61474358974359,0.632835820895522,0.67948717948718,0.61161858974359,0.809405940594059,0.83206106870229,0.805199300094218
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdn,26,37,63,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.52430556 0.50694444 0.48251748 0.50699301 0.53846154],0.510548523206751,0.476793248945148,0.874213836477987,1,1,1,0.5,0.504347826086956,0.510370634354954,0.460869565217391,0.434426229508197,0.47808267997149,0.873417721518987,0.867924528301887,0.874213836477987
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.51041667 0.5        0.51048951 0.52447552 0.52797203],0.531645569620253,0.556962025316456,0.886268343815514,0.999302163293789,0.99860529986053,0.999302649930265,0.527659574468085,0.512396694214876,0.532060416072955,0.520547945205479,0.491379310344828,0.555607010544315,0.885002649708532,0.875262054507338,0.886268343815514
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,720,240,240,0.6,0.2,0.2, [0.81944444 0.77083333 0.75694444 0.79166667 0.75      ],0.595833333333333,0.516666666666667,0.790833333333333,0.946927374301676,0.941666666666667,0.947222222222222,0.613545816733068,0.641666666666667,0.595833333333333,0.567164179104478,0.622950819672131,0.51486524034454,0.796761133603239,0.817275747508306,0.790744897165524
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdne,4,98,102,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65966387 0.68067227 0.65966387 0.69327731 0.71008403],0.534818941504178,0.576601671309192,0.816037735849057,0.972742759795571,0.959663865546218,0.973109243697479,0.621315192743764,0.76536312849162,0.535459342023588,0.65296803652968,0.794444444444444,0.575993171942893,0.829030686799805,0.892033542976939,0.816037735849056
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79861111 0.79861111 0.78472222 0.8028169  0.83802817],0.529411764705882,0.508403361344538,0.76510067114094,0.928270042194093,0.921787709497207,0.92877094972067,0.616438356164383,0.725806451612903,0.520797962648557,0.595155709342561,0.677165354330709,0.496240334823012,0.78328173374613,0.830870279146141,0.763634110413551
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.70588235 0.7394958  0.76470588 0.73109244 0.72881356],0.569444444444444,0.572222222222222,0.682914046121593,0.741710296684119,0.715488215488216,0.750841750841751,0.591029023746702,0.615384615384615,0.568928262748488,0.586021505376344,0.612359550561798,0.572663291764415,0.681075382182393,0.677148846960168,0.682914046121593
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svd,8,96,104,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.73529412 0.73109244 0.65966387 0.68907563 0.69067797],0.502777777777778,0.538888888888889,0.769916142557652,0.919382504288165,0.902356902356902,0.920875420875421,0.562347188264059,0.660919540229885,0.507879124953652,0.591133004926108,0.645161290322581,0.53522432332221,0.778394750126199,0.808176100628931,0.769916142557652
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.54201681 0.56302521 0.55462185 0.50840336 0.53781513],0.504178272980501,0.515320334261838,0.799266247379455,0.973795435333897,0.968067226890756,0.973949579831933,0.505555555555556,0.526011560693642,0.504941264217789,0.546875,0.564516129032258,0.513471937348499,0.801245459263103,0.809224318658281,0.799266247379455
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.56597222 0.53472222 0.49300699 0.54545455 0.55944056],0.49789029535865,0.451476793248945,0.828092243186583,0.945176960444136,0.94979079497908,0.944909344490934,0.522088353413655,0.515873015873016,0.496675246675247,0.444444444444444,0.468468468468469,0.452488202488202,0.829521829521829,0.836477987421384,0.828092243186583
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.65625    0.64583333 0.69791667 0.65625   ],0.66875,0.6,0.81875,0.942622950819672,0.958333333333333,0.941666666666667,0.629370629370629,0.569620253164557,0.667526175964995,0.58974358974359,0.613333333333333,0.60078431372549,0.815756035578145,0.814720812182741,0.818690455352454
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.92857143 0.89915966 0.95378151 0.96218487 0.94491525],0.519444444444444,0.608333333333333,0.834905660377359,0.999157540016849,0.998316498316498,0.999158249158249,0.61123595505618,0.764044943820225,0.522132362020002,0.675862068965517,0.807692307692308,0.60609334485739,0.847605224963715,0.918238993710692,0.834905660377359
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108,6, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.50704225 0.51408451 0.48591549 0.51408451 0.54929577],0.51271186440678,0.474576271186441,0.609983079526227,0.647619047619048,0.574647887323944,0.687323943661972,0.397905759162304,0.345454545454545,0.502092352092352,0.403846153846154,0.320610687022901,0.493638676844784,0.551992225461613,0.476510067114094,0.611121927754999
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.59375    0.625      0.60416667 0.66666667 0.60416667],0.6125,0.525,0.825,0.995850622406639,1,0.995833333333333,0.647727272727273,0.606382978723404,0.613797549967763,0.518987341772152,0.5125,0.525,0.82843137254902,0.816425120772947,0.825311005982328
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.72916667 0.73958333 0.71875    0.76041667],0.56875,0.525,0.80125,0.97071129707113,0.966666666666667,0.970833333333333,0.614525139664804,0.597826086956522,0.563618925831202,0.58695652173913,0.642857142857143,0.518796992481203,0.810939357907253,0.819711538461538,0.800480769230769
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.69166667 0.67083333 0.67226891 0.68067227 0.68067227],0.591036414565826,0.568627450980392,0.650943396226415,0.711811023622047,0.757118927973199,0.693467336683417,0.633165829145729,0.7,0.590112994350282,0.622549019607843,0.717514124293785,0.569868173258004,0.679190751445087,0.738993710691824,0.650943396226415
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.625      0.63020833 0.62631579 0.62105263 0.71578947],0.446540880503145,0.433962264150943,0.723270440251572,0.91044776119403,0.895178197064989,0.911949685534591,0.460122699386503,0.483870967741936,0.447456956263606,0.433962264150943,0.436708860759494,0.433979430379747,0.721871049304678,0.722784810126582,0.723267405063291
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66,12, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.65277778 0.66666667 0.69230769 0.65734266],0.614406779661017,0.588983050847458,0.818134171907757,0.889043963712491,0.887186629526462,0.889275766016713,0.637450199203187,0.677966101694915,0.614406779661017,0.622568093385214,0.677966101694915,0.588983050847458,0.821226172076249,0.835429769392034,0.818134171907757
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.66666667 0.70833333 0.6875     0.70212766],0.578616352201258,0.622641509433962,0.797738693467337,0.927966101694915,0.916317991631799,0.928870292887029,0.621468926553672,0.662650602409639,0.574746353836398,0.647058823529412,0.733333333333333,0.628571428571429,0.803418803418803,0.828715365239295,0.797816329236189
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.46842105 0.50526316 0.49473684 0.53157895 0.46315789],0.493670886075949,0.541139240506329,0.807206068268015,1,1,1,0.493670886075949,0.493670886075949,0.493670886075949,0.518272425249169,0.527027027027027,0.540299227799228,0.805360561582642,0.807938540332906,0.807215212738238
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.74652778 0.71328671 0.78671329 0.76923077 0.75174825],0.542016806722689,0.546218487394958,0.874737945492663,0.984679665738162,0.987430167597765,0.98463687150838,0.515555555555556,0.471544715447154,0.54446800989749,0.52212389380531,0.51304347826087,0.545139625309297,0.873343932167462,0.863731656184486,0.874737945492663
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.72916667 0.67708333 0.69791667 0.72916667],0.44375,0.48125,0.7525,0.946502057613169,0.958333333333333,0.945833333333333,0.50828729281768,0.51685393258427,0.434483304320304,0.484472049689441,0.541666666666667,0.486742424242424,0.760869565217391,0.785536159600997,0.752417202607516
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.73958333 0.78125    0.78125    0.73404255 0.78723404],0.468354430379747,0.525316455696203,0.758838383838384,0.932489451476793,0.928571428571429,0.932773109243698,0.447368421052631,0.453333333333333,0.467630522088354,0.585635359116022,0.576086956521739,0.515316205533597,0.763320941759603,0.760493827160494,0.758799885156474
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.76890756 0.81512605 0.80672269 0.76890756 0.77118644],0.588888888888889,0.558333333333333,0.790356394129979,0.920444824636441,0.905723905723906,0.921717171717172,0.588888888888889,0.605714285714286,0.589343629343629,0.582677165354331,0.6,0.557142857142857,0.790575916230366,0.791404612159329,0.790356394129979
ensemble_model_N16_B92_E108_nb_zones_8_lab_svd,16,92,108,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.765625   0.76041667 0.796875   0.71875    0.76842105],0.648902821316614,0.636363636363636,0.799498746867168,0.904564315352697,0.910229645093946,0.903966597077244,0.65,0.662420382165605,0.649111425650704,0.641975308641975,0.654088050314465,0.636419025157233,0.800995024875622,0.810062893081761,0.799538312957859
svm_model_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66,12, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84615385 0.82517483 0.82167832 0.76573427 0.79370629],0.548117154811716,0.514644351464435,0.882075471698113,0.999300209937019,0.998601398601399,0.999300699300699,0.622377622377622,0.754237288135593,0.550672363076061,0.58273381294964,0.669421487603306,0.512676845496568,0.887104867034621,0.926624737945493,0.882075471698113
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.8        0.84583333 0.81932773 0.81932773 0.84033613],0.526610644257703,0.53781512605042,0.802410901467505,0.9639564124057,0.963149078726968,0.963986599664992,0.596658711217184,0.706214689265537,0.528107344632768,0.611764705882353,0.722222222222222,0.536252354048964,0.814923907707413,0.870020964360587,0.802410901467505
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.45833333 0.54929577 0.52816901 0.56338028],0.516806722689076,0.542016806722689,0.810924369747899,0.998601398601399,1,0.99859943977591,0.479638009049774,0.486238532110092,0.51443709551241,0.543933054393305,0.560344827586207,0.542467495760316,0.808510638297872,0.816151202749141,0.81103612769036
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdne,40,30,70,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.80833333 0.8375     0.88655462 0.8697479  0.82773109],0.563025210084034,0.523809523809524,0.815513626834382,0.978405315614618,0.986599664991625,0.97822445561139,0.521472392638037,0.497076023391813,0.560365968685154,0.53551912568306,0.526881720430108,0.523674778343709,0.814345991561182,0.809224318658281,0.815513626834382
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102, zones, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67226891 0.67647059 0.71428571 0.71428571 0.70168067],0.662952646239554,0.629526462395543,0.802410901467505,0.89620253164557,0.892436974789916,0.896638655462185,0.693670886075949,0.769662921348315,0.663836985536036,0.656330749354005,0.701657458563536,0.628918616922217,0.808337569903406,0.833333333333333,0.802410901467505
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.58333333 0.625      0.60526316 0.57894737 0.62105263],0.591194968553459,0.581761006289308,0.788050314465409,0.922105263157895,0.918238993710692,0.922431865828092,0.640883977900552,0.720496894409938,0.589547810262294,0.623229461756374,0.733333333333333,0.589880952380952,0.797597597597598,0.842639593908629,0.788526779497956
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdn,16,92,108,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.47222222 0.52112676 0.58450704 0.53521127],0.428571428571429,0.495798319327731,0.677310924369748,0.822222222222222,0.829131652661065,0.820728291316527,0.418803418803419,0.415254237288136,0.428460451977401,0.487179487179487,0.475,0.495974576271186,0.676767676767677,0.67563025210084,0.677310924369748
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.83613445 0.85294118 0.81932773 0.8487395  0.84033613],0.565459610027855,0.515320334261838,0.817085953878407,0.984126984126984,0.989915966386555,0.984033613445378,0.585106382978723,0.625,0.566598360655738,0.537234042553191,0.551912568306011,0.514592647789369,0.82093381221139,0.838574423480084,0.817085953878406
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.5        0.5625     0.44791667 0.56382979],0.547169811320755,0.459119496855346,0.801507537688442,1,1,1,0.560975609756098,0.560975609756098,0.546721571111815,0.4625,0.44578313253012,0.459733671528218,0.802992518703242,0.797029702970297,0.801576075974944
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.66666667 0.69583333 0.69166667 0.72916667 0.67226891],0.563380281690141,0.535211267605634,0.788784067085954,0.929720575783234,0.91652754590985,0.930717863105175,0.607594936708861,0.659340659340659,0.560884202502699,0.557640750670241,0.601156069364162,0.536841770945817,0.793227296049256,0.810272536687631,0.788784067085954
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102,10, low_bits_5, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7        0.6875     0.74166667 0.68333333 0.67647059],0.464788732394366,0.47887323943662,0.779874213836478,0.962216624685138,0.956594323873122,0.962437395659432,0.507772020725389,0.556818181818182,0.465559928897918,0.524421593830334,0.569832402234637,0.478098019299137,0.786368260427264,0.810272536687631,0.779874213836478
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.64285714 0.65546218 0.64285714 0.67226891 0.69491525],0.619444444444444,0.597222222222222,0.646750524109015,0.672787979966611,0.678451178451178,0.67003367003367,0.647814910025707,0.732558139534884,0.624257793171697,0.653937947494033,0.728723404255319,0.591105888174171,0.664007976071785,0.69811320754717,0.646750524109015
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.47916667 0.50694444 0.52083333 0.52083333 0.45138889],0.525,0.483333333333333,0.801666666666667,1,1,1,0.551181102362205,0.534351145038168,0.524056306464038,0.5,0.568807339449541,0.490510539953778,0.805237315875614,0.82,0.801666666666667
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48611111 0.52447552 0.45804196 0.46503497 0.47202797],0.457983193277311,0.533613445378151,0.874213836477987,1,1,1,0.42152466367713,0.405172413793103,0.456684567552289,0.497737556561086,0.450819672131148,0.535754663651781,0.872068230277185,0.857442348008386,0.874213836477987
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.50694444 0.52447552 0.51048951 0.55244755 0.50699301],0.5,0.521008403361345,0.877882599580713,1,1,1,0.506224066390042,0.530434782608696,0.500989749027925,0.544,0.552845528455285,0.519901025097207,0.878835153406136,0.885744234800839,0.877882599580713
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.6875     0.7125     0.7394958  0.71008403 0.71008403],0.591036414565826,0.532212885154062,0.798218029350105,0.939086294416244,0.92964824120603,0.939698492462312,0.645631067961165,0.726775956284153,0.587525909176559,0.60332541567696,0.729885057471264,0.537073676276616,0.808933002481389,0.854297693920335,0.798218029350105
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.63333333 0.65546218 0.63445378 0.68907563 0.6512605 ],0.56145251396648,0.547486033519553,0.794025157232704,0.937710437710438,0.934563758389262,0.937919463087248,0.592207792207792,0.647727272727273,0.562874625374625,0.610576923076923,0.697802197802198,0.544923826173826,0.802413273001508,0.836477987421384,0.794025157232704
ensemble_model_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.52916667 0.53333333 0.51666667 0.6        0.53361345],0.456338028169014,0.52112676056338,0.809748427672956,1,1,1,0.474114441416894,0.472826086956522,0.455711289092296,0.538043478260869,0.578947368421053,0.523169336384439,0.812209001551992,0.822851153039832,0.809748427672956
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.51666667 0.54166667 0.52083333 0.52916667 0.51260504],0.504225352112676,0.546478873239437,0.819706498951782,0.994161801501251,0.994991652754591,0.99415692821369,0.529411764705882,0.575581395348837,0.506369932647096,0.563685636856369,0.568306010928962,0.545780912441225,0.822863027806385,0.837526205450734,0.819706498951782
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108,6, low_bits_4, svd,708,236,236,0.6,0.2,0.2, [0.71126761 0.76760563 0.69014085 0.74647887 0.68571429],0.432203389830509,0.406779661016949,0.714406779661017,0.909352517985612,0.892655367231638,0.911016949152542,0.517985611510791,0.545454545454545,0.416958041958042,0.457364341085271,0.495798319327731,0.406018817783524,0.726238830219334,0.738842975206612,0.713769313690262
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.74305556 0.64583333 0.65492958 0.65492958],0.533613445378151,0.563025210084034,0.64010067114094,0.710810810810811,0.73463687150838,0.701117318435754,0.519480519480519,0.545454545454545,0.534446022727273,0.547826086956522,0.533898305084746,0.562782485875706,0.642797668609492,0.658703071672355,0.640407641446739
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.70588235 0.71008403 0.68907563 0.73529412 0.71848739],0.584958217270195,0.501392757660167,0.816037735849057,0.980458793542906,0.969747899159664,0.980672268907563,0.582633053221288,0.619047619047619,0.587010720518574,0.539845758354756,0.549738219895288,0.49808339566193,0.817472698907956,0.823899371069182,0.816037735849057
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.65546218 0.64705882 0.63865546 0.65677966],0.511111111111111,0.538888888888889,0.738993710691824,0.86890756302521,0.87037037037037,0.868686868686869,0.564356435643564,0.647727272727273,0.514081027667984,0.593137254901961,0.657608695652174,0.536190711462451,0.751248751248751,0.788259958071279,0.738993710691824
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.52083333 0.54166667 0.46808511 0.46808511],0.537974683544304,0.481012658227848,0.804292929292929,1,1,1,0.540880503144654,0.581081081081081,0.540540540540541,0.493827160493827,0.487804878048781,0.480744544287548,0.805520702634881,0.814720812182741,0.804345330714486
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71848739 0.69327731 0.71848739 0.72689076 0.70588235],0.520891364902507,0.554317548746518,0.774633123689728,0.916949152542373,0.909243697478992,0.917647058823529,0.57843137254902,0.637837837837838,0.517194780987885,0.6,0.689655172413793,0.55834109972041,0.783702213279678,0.816561844863732,0.774633123689727
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.55555556 0.56944444 0.59859155 0.54929577 0.49295775],0.512605042016807,0.466386554621849,0.795798319327731,1,1,1,0.553846153846154,0.585365853658537,0.510074231177094,0.49402390438247,0.512396694214876,0.465600056509147,0.801632653061224,0.816971713810316,0.795582631098706
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdn,16,92,108,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.52083333 0.47916667 0.5        0.45833333],0.4375,0.404166666666667,0.768333333333333,1,1,1,0.420600858369099,0.426086956521739,0.437043478260869,0.375545851528384,0.364406779661017,0.403514865240344,0.764805414551607,0.762225969645868,0.768262902450611
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svd,16,92,108, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.76041667 0.82291667 0.75789474 0.80526316 0.83157895],0.638364779874214,0.660377358490566,0.820754716981132,0.934599156118144,0.928721174004193,0.935010482180293,0.658753709198813,0.735099337748344,0.642998770670579,0.694915254237288,0.754601226993865,0.657945774787255,0.826113483831604,0.855878634639697,0.820930556368659
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.58823529 0.58823529 0.64285714 0.57983193 0.63559322],0.497222222222222,0.530555555555556,0.609538784067086,0.651982378854625,0.622895622895623,0.667508417508418,0.492997198879552,0.505747126436782,0.497497219132369,0.536986301369863,0.526881720430108,0.530682239525399,0.598815293484114,0.582809224318658,0.609538784067086
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,960,320,320,0.6,0.2,0.2, [0.44270833 0.52083333 0.50520833 0.5        0.55729167],0.51875,0.534375,0.809375,0.997916666666667,0.997916666666667,0.997916666666667,0.51875,0.512345679012346,0.518831067354274,0.514657980456026,0.519736842105263,0.533677944862155,0.807813484562067,0.807304785894207,0.80935958897688
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.58333333 0.59722222 0.58333333 0.54225352],0.481171548117155,0.422594142259414,0.769230769230769,0.980555555555556,0.983286908077994,0.98050139275766,0.515625,0.532258064516129,0.479172510518934,0.405172413793104,0.423423423423423,0.422649211711712,0.771523178807947,0.784511784511784,0.769332304216025
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.4375     0.57291667 0.5        0.47916667 0.54166667],0.50625,0.45625,0.79,0.99581589958159,0.991666666666667,0.995833333333333,0.509316770186335,0.561643835616438,0.510706975279483,0.524590163934426,0.551724137931034,0.447094945677846,0.795620437956204,0.8175,0.79
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.70833333 0.6875     0.67605634 0.75352113],0.546218487394958,0.592436974789916,0.808724832214765,0.967283072546231,0.949720670391062,0.967877094972067,0.593984962406015,0.598484848484848,0.539808461978273,0.619607843137255,0.626984126984127,0.590277777777778,0.813725490196079,0.808441558441558,0.808734668109668
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.66901408 0.62676056 0.68309859 0.65492958 0.65492958],0.610169491525424,0.508474576271186,0.776649746192893,0.92200557103064,0.932394366197183,0.92112676056338,0.705128205128205,0.873015873015873,0.591053391053391,0.605442176870748,0.747899159663866,0.506428212310565,0.80060422960725,0.883333333333333,0.775
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.61188811 0.63286713 0.67482517 0.64335664 0.63028169],0.558333333333333,0.6375,0.827568134171908,0.906077348066298,0.918767507002801,0.904761904761904,0.539130434782609,0.476923076923077,0.565734265734266,0.553846153846154,0.490909090909091,0.626223776223776,0.824345969033636,0.809224318658281,0.827568134171908
ensemble_model_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.91958042 0.91958042 0.89160839 0.92307692 0.8986014 ],0.635983263598326,0.577405857740586,0.896750524109015,0.99370188943317,0.993006993006993,0.993706293706294,0.703071672354949,0.865546218487395,0.636939775910364,0.652920962199313,0.791666666666667,0.576505602240896,0.902136115250869,0.951781970649895,0.896750524109014
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63865546 0.65546218 0.72268908 0.64285714 0.70168067],0.54874651810585,0.554317548746518,0.785115303983228,0.925042589437819,0.912605042016807,0.926050420168067,0.582474226804124,0.60752688172043,0.546538007334203,0.56043956043956,0.589595375722543,0.555550376033315,0.787123572170301,0.794549266247379,0.785115303983228
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69583333 0.68487395 0.6092437  0.71848739 0.71008403],0.516759776536313,0.539106145251397,0.628930817610063,0.685374149659864,0.676174496644295,0.689597315436242,0.523415977961432,0.53072625698324,0.516759776536313,0.513274336283186,0.486033519553073,0.539106145251397,0.623003194888179,0.613207547169811,0.628930817610063
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.70588235 0.68907563 0.68067227 0.73529412 0.68220339],0.555555555555556,0.555555555555556,0.654088050314465,0.712351945854484,0.708754208754209,0.713804713804714,0.615384615384615,0.666666666666667,0.547619047619048,0.572192513368984,0.636904761904762,0.560639880952381,0.665314401622718,0.687631027253669,0.654088050314465
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.77083333 0.6875     0.67708333 0.69791667],0.5875,0.5125,0.6775,0.772908366533865,0.808333333333333,0.7625,0.576923076923077,0.6,0.588235294117647,0.530120481927711,0.54320987654321,0.512111267385529,0.686893203883495,0.714646464646465,0.677867786778678
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81468531 0.86363636 0.84965035 0.86363636 0.82867133],0.581589958158996,0.543933054393305,0.888888888888889,0.997900629811057,0.997202797202797,0.997902097902098,0.603174603174603,0.59375,0.580658783783784,0.543933054393305,0.585585585585586,0.546699042792793,0.889583333333333,0.895178197064989,0.888888888888889
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.61805556 0.50694444 0.46478873 0.50704225 0.57042254],0.466386554621849,0.542016806722689,0.8,0.997206703910614,1,0.997198879551821,0.48582995951417,0.521739130434783,0.468186638388123,0.555102040816327,0.544,0.541911504424779,0.802980132450331,0.812395309882747,0.799958194570378
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.85664336 0.84965035 0.86363636 0.88111888 0.87762238],0.589958158995816,0.573221757322176,0.895178197064989,1,1,1,0.654929577464789,0.75,0.583695652173913,0.635714285714286,0.773913043478261,0.580504908835905,0.899699097291876,0.940251572327044,0.895178197064989
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68907563 0.64705882 0.72268908 0.68907563 0.68067227],0.506963788300836,0.518105849582173,0.759433962264151,0.909090909090909,0.915966386554622,0.908403361344538,0.489913544668588,0.480225988700565,0.506596510833799,0.504297994269341,0.483516483516483,0.518594399950332,0.75778364116095,0.752620545073375,0.759433962264151
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.84027778 0.87062937 0.84615385 0.78671329 0.84965035],0.466386554621849,0.542016806722689,0.875262054507338,0.99860529986053,1,0.998603351955307,0.548042704626335,0.641666666666667,0.464901129943503,0.600732600732601,0.694915254237288,0.543290960451977,0.880281690140845,0.917190775681342,0.875262054507338
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.62916667 0.6302521  0.6302521  0.66386555 0.6302521 ],0.539106145251397,0.541899441340782,0.616876310272537,0.65874363327674,0.651006711409396,0.662751677852349,0.513274336283186,0.48876404494382,0.538826466916354,0.493827160493827,0.444444444444444,0.542446941323346,0.602933188484519,0.581761006289308,0.616876310272537
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.75       0.75       0.73611111 0.81944444 0.82638889],0.625,0.6125,0.784166666666667,0.895604395604395,0.905555555555556,0.894444444444444,0.666666666666667,0.697674418604651,0.619107479572596,0.620408163265306,0.666666666666667,0.615079365079365,0.791633145615446,0.81592039800995,0.784007100177504
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,714,238,238,0.6,0.2,0.2, [0.47916667 0.53472222 0.51408451 0.45070423 0.46478873],0.5,0.529411764705882,0.802521008403361,0.994413407821229,0.997198879551821,0.994397759103642,0.518218623481781,0.496124031007752,0.500355593485527,0.533333333333333,0.556521739130435,0.530293389890421,0.804655029093932,0.805324459234609,0.802492450330377
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.84027778 0.77777778 0.78472222 0.75       0.72222222],0.495833333333333,0.454166666666667,0.75,0.932203389830508,0.916666666666667,0.933333333333333,0.543396226415094,0.585365853658537,0.493537627683969,0.451882845188285,0.469565217391304,0.454782608695652,0.752475247524752,0.762541806020067,0.750041667129635
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.67361111 0.65972222 0.66197183 0.69014085 0.71126761],0.53781512605042,0.579831932773109,0.788235294117647,0.941828254847645,0.952380952380952,0.941176470588235,0.517543859649123,0.531531531531532,0.537419309072852,0.603174603174603,0.589147286821705,0.578977313135623,0.790349417637271,0.795644891122278,0.788210303908525
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64210526 0.63157895 0.62105263 0.66842105 0.65263158],0.655063291139241,0.594936708860759,0.676359039190898,0.70960929250264,0.707368421052632,0.710526315789474,0.699724517906336,0.774390243902439,0.650353016688062,0.648351648351648,0.7375,0.593108974358974,0.694145758661888,0.727158948685857,0.675840010741396
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.66666667 0.67708333 0.52083333 0.57446809],0.572327044025157,0.534591194968553,0.821608040201005,1,1,1,0.54054054054054,0.512820512820513,0.571225071225071,0.493150684931507,0.467532467532467,0.532546721571112,0.816062176165803,0.799492385786802,0.821387983938177
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55902778 0.55594406 0.49300699 0.5979021  0.58041958],0.491596638655462,0.512605042016807,0.862683438155136,0.98265093684941,0.988826815642458,0.982541899441341,0.521739130434783,0.55,0.491101694915254,0.536,0.567796610169492,0.513064971751412,0.86522633744856,0.881551362683438,0.862683438155136
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.62083333 0.63333333 0.6375     0.65546218 0.69327731],0.592696629213483,0.578651685393258,0.790880503144654,0.915721231766613,0.944816053511706,0.91304347826087,0.589235127478754,0.619047619047619,0.594098277608916,0.585635359116022,0.563829787234043,0.579533941236069,0.795279630579785,0.812368972746331,0.790880503144654
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5375     0.50416667 0.49166667 0.51680672 0.52521008],0.49438202247191,0.497191011235955,0.512578616352201,0.474701011959521,0.431438127090301,0.52257525083612,0.4,0.350877192982456,0.488952110004742,0.465671641791045,0.421621621621622,0.500284495021337,0.45993031358885,0.415094339622642,0.512578616352201
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.7605042  0.69747899 0.76470588 0.69327731 0.74152542],0.477777777777778,0.558333333333333,0.779874213836478,0.937014667817084,0.914141414141414,0.938552188552189,0.520408163265306,0.586206896551724,0.481275491286615,0.595419847328244,0.629032258064516,0.555895439377086,0.783950617283951,0.79874213836478,0.779874213836478
svm_model_N40_B30_E70_nb_zones_12_lab_svd,40,30,70,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.95454545 0.95454545 0.93356643 0.96853147 0.95070423],0.516666666666667,0.516666666666667,0.878406708595388,1,1,1,0.585714285714286,0.661290322580645,0.511679644048943,0.546875,0.603448275862069,0.519466073414905,0.881873727087576,0.907756813417191,0.878406708595388
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.47478992 0.47058824 0.5        0.49579832 0.5       ],0.505555555555556,0.494444444444444,0.515199161425577,0.421699078812692,0.346801346801347,0.524410774410774,0.402684563758389,0.338983050847458,0.502824858757062,0.401315789473684,0.333333333333333,0.497175141242938,0.41418619379354,0.342767295597484,0.515199161425577
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.74583333 0.7875     0.75210084 0.81512605 0.78991597],0.599439775910364,0.526610644257703,0.826519916142558,0.984047019311503,0.981574539363484,0.984087102177554,0.652068126520681,0.740331491712707,0.597438473129081,0.558746736292428,0.607954545454545,0.527734178804621,0.833249370277078,0.866876310272536,0.826519916142558
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.48319328 0.4789916  0.55462185 0.49159664 0.53389831],0.458333333333333,0.491666666666667,0.79769392033543,0.993243243243243,0.98989898989899,0.993265993265993,0.488188976377953,0.508196721311475,0.457488191164212,0.501362397820163,0.519774011299435,0.492127442808187,0.800207039337474,0.810272536687631,0.79769392033543
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.85416667 0.8375     0.85       0.825      0.84453782],0.56056338028169,0.540845070422535,0.827044025157233,0.990856192851205,0.994991652754591,0.990818030050084,0.647058823529412,0.772972972972973,0.551192368839428,0.625287356321839,0.8,0.551351351351351,0.841346153846154,0.917190775681342,0.827044025157233
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdne,40,30,70,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.8625     0.87083333 0.8907563  0.81092437 0.89495798],0.49859943977591,0.535014005602241,0.818134171907757,0.998322147651007,0.996649916247906,0.998324958123953,0.578823529411765,0.691011235955056,0.499136902893729,0.597087378640777,0.687150837988827,0.53458665494947,0.828979793001479,0.881551362683438,0.818134171907757
svm_model_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.51041667 0.52083333 0.56842105 0.47894737 0.50526316],0.509433962264151,0.534591194968553,0.526415094339623,0.497200447928331,0.465408805031447,0.529350104821803,0.462068965517241,0.443708609271523,0.506285442360313,0.47887323943662,0.438709677419355,0.532238274292499,0.486707566462168,0.455938697318008,0.525367118175732
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108,6, low_bits_5, svdne,708,236,236,0.6,0.2,0.2, [0.6971831  0.71126761 0.71126761 0.76760563 0.78571429],0.597457627118644,0.572033898305085,0.735593220338983,0.819314641744548,0.742937853107345,0.836158192090395,0.59915611814346,0.676190476190476,0.605270810614322,0.566523605150215,0.605504587155963,0.574405836885068,0.719424460431654,0.704225352112676,0.734465617232809
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,1434,478,478,0.6,0.2,0.2, [0.50694444 0.56597222 0.50699301 0.51748252 0.52097902],0.540084388185654,0.523206751054852,0.877358490566038,0.991643454038997,0.99302649930265,0.99163179916318,0.536170212765957,0.567567567567568,0.541720291720292,0.563706563706564,0.579365079365079,0.519412269412269,0.878756476683938,0.888888888888889,0.877358490566038
svm_model_N4_B98_E102_nb_zones_12_lab_svd,4,98,102,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72027972 0.75874126 0.74475524 0.73426573 0.73776224],0.560669456066946,0.589958158995816,0.728511530398323,0.785276073619632,0.805594405594406,0.77972027972028,0.549356223175966,0.533333333333333,0.56078431372549,0.570175438596491,0.546218487394958,0.589775910364146,0.731327800829875,0.738993710691824,0.728511530398323
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.83333333 0.84583333 0.81092437 0.84453782 0.83193277],0.610644257703081,0.694677871148459,0.868972746331237,0.998324958123953,0.998324958123953,0.998324958123953,0.619178082191781,0.624309392265193,0.610450150678051,0.70299727520436,0.732954545454545,0.695206554495228,0.870197300103842,0.878406708595388,0.868972746331237
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.58741259 0.52797203 0.54195804 0.5979021  0.55985915],0.575,0.491666666666667,0.876310272536688,0.991584852734923,0.990196078431373,0.991596638655462,0.6015625,0.611111111111111,0.573099415204678,0.483050847457627,0.5,0.492063492063492,0.876955161626694,0.881551362683438,0.876310272536688
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdn,8,96,104,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.50833333 0.50420168 0.43697479 0.55882353],0.467787114845938,0.507002801120448,0.657232704402516,0.755102040816326,0.743718592964824,0.758793969849246,0.460227272727273,0.457627118644068,0.467702448210923,0.536842105263158,0.566666666666667,0.506497175141243,0.657232704402516,0.657232704402516,0.657232704402516
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.64583333 0.59375    0.63829787 0.63829787 0.62765957],0.613924050632911,0.639240506329114,0.813924050632911,0.939457202505219,0.949367088607595,0.938818565400844,0.634730538922156,0.63855421686747,0.612610441767068,0.654545454545455,0.72,0.643132530120482,0.818742293464858,0.840506329113924,0.813924050632911
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.77083333 0.76388889 0.79577465 0.74647887 0.77464789],0.579831932773109,0.57563025210084,0.817647058823529,0.977207977207977,0.96078431372549,0.977591036414566,0.626865671641791,0.705882352941176,0.579831932773109,0.613026819923372,0.707964601769911,0.581982300884956,0.823720552396426,0.860780984719864,0.818077680379899
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.59583333 0.60833333 0.62605042 0.6092437  0.6302521 ],0.515406162464986,0.49859943977591,0.776205450733753,0.936921783010934,0.932998324958124,0.937185929648241,0.531165311653117,0.573099415204678,0.517732503301264,0.553615960099751,0.596774193548387,0.494293529522732,0.782031648800408,0.80293501048218,0.776205450733753
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54166667 0.54195804 0.53496503 0.55244755 0.48601399],0.521008403361345,0.491596638655462,0.876834381551363,1,1,1,0.544,0.571428571428571,0.521008403361344,0.489451476793249,0.487394957983193,0.491596638655462,0.877540385617509,0.882599580712788,0.876834381551363
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdne,16,92,108,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.66666667 0.77083333 0.79166667 0.76056338 0.69014085],0.563025210084034,0.53781512605042,0.723993288590604,0.831625183016105,0.793296089385475,0.839385474860335,0.59375,0.690909090909091,0.572017045454545,0.595588235294118,0.663934426229508,0.534553420011306,0.728323699421965,0.747457627118644,0.724227152429754
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.62152778 0.66666667 0.61888112 0.62237762 0.66083916],0.527426160337553,0.50210970464135,0.790356394129979,0.881118881118881,0.878661087866109,0.881450488145049,0.575757575757576,0.617886178861789,0.523855370132649,0.516393442622951,0.552631578947368,0.503958065896449,0.793601651186791,0.806079664570231,0.790356394129979
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svd,4,98,102,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.67482517 0.65034965 0.68881119 0.63286713 0.67605634],0.520833333333333,0.525,0.660901467505241,0.680428134556575,0.623249299719888,0.707282913165266,0.63258785942492,0.811475409836066,0.515907196443457,0.612244897959184,0.76271186440678,0.528896915809947,0.662140992167102,0.664570230607967,0.660901467505241
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.65277778 0.6875     0.64930556 0.67013889 0.6993007 ],0.582978723404255,0.578723404255319,0.724318658280922,0.777552400270453,0.799721835883171,0.771210013908206,0.608,0.655172413793103,0.583888727904955,0.634686346863469,0.722689075630252,0.576861779194436,0.737,0.772536687631027,0.724318658280922
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.78321678 0.79020979 0.78671329 0.74125874],0.53781512605042,0.558823529411765,0.860062893081761,0.963737796373779,0.965083798882682,0.963687150837989,0.615384615384615,0.692913385826772,0.526636873093566,0.578313253012048,0.648648648648649,0.564481804639285,0.864398171660742,0.892033542976939,0.860062893081761
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.52083333 0.625      0.51388889 0.52816901],0.485355648535565,0.523012552301255,0.577759197324415,0.641711229946524,0.668523676880223,0.626740947075209,0.502024291497976,0.558558558558558,0.490216779279279,0.551181102362205,0.583333333333333,0.522759103641457,0.595676541232986,0.630508474576271,0.578455557420149
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.5625     0.52083333 0.50704225 0.49295775 0.45070423],0.529411764705882,0.516806722689076,0.51344537815126,0.489855072463768,0.473389355742297,0.507002801120448,0.51304347826087,0.51304347826087,0.528879462707671,0.534412955465587,0.511627906976744,0.517281843396629,0.503856041131105,0.489184692179701,0.513692515869137
ensemble_model_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66,12, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84615385 0.82167832 0.81818182 0.78671329 0.83566434],0.506276150627615,0.493723849372385,0.874737945492663,1,1,1,0.587412587412587,0.661417322834646,0.495887232845894,0.497925311203319,0.535714285714286,0.496203599550056,0.87787429739397,0.90041928721174,0.874737945492663
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.734375   0.67894737 0.61578947 0.63157895 0.67894737],0.643533123028391,0.586750788643533,0.772383354350567,0.88169868554095,0.915966386554622,0.877100840336134,0.64576802507837,0.631901840490798,0.643872998167477,0.578778135048232,0.555555555555556,0.587455197132617,0.777022853613342,0.785268414481898,0.772252041635853
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.76388889 0.77777778 0.77464789 0.8028169  0.76760563],0.512605042016807,0.554621848739496,0.791596638655462,0.96231884057971,0.929971988795518,0.96358543417367,0.553846153846154,0.610169491525424,0.513418079096045,0.582677165354331,0.643478260869565,0.55751148815836,0.794019933554817,0.810169491525424,0.791751412429378
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.63333333 0.62083333 0.6        0.60504202 0.6512605 ],0.480337078651685,0.52247191011236,0.785115303983228,0.953586497890295,0.944816053511706,0.954013377926421,0.472934472934473,0.461111111111111,0.480555555555556,0.491017964071856,0.465909090909091,0.521843434343434,0.780748663101604,0.765199161425577,0.785115303983228
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.81944444 0.83098592 0.78169014 0.84507042 0.73943662],0.611814345991561,0.523206751054852,0.810286677908938,0.971590909090909,0.960674157303371,0.97191011235955,0.619834710743802,0.681818181818182,0.616499642090193,0.54251012145749,0.614678899082569,0.529995699541284,0.811399832355406,0.841739130434783,0.811213264071728
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.625      0.61111111 0.6971831  0.64788732 0.58450704],0.579831932773109,0.525210084033613,0.615966386554622,0.720183486238532,0.879551820728291,0.658263305322129,0.655172413793104,0.778688524590164,0.574689089881289,0.597864768683274,0.694214876033058,0.522321113230204,0.683298683298683,0.821666666666667,0.614223163841808
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.62184874 0.6092437  0.62605042 0.58823529 0.66101695],0.538888888888889,0.569444444444444,0.781970649895178,0.920100925147182,0.920875420875421,0.92003367003367,0.576530612244898,0.645714285714286,0.541776061776062,0.631828978622328,0.718918918918919,0.565173745173745,0.792207792207792,0.831236897274633,0.781970649895178
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdne,16,92,108,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.80555556 0.84027778 0.76760563 0.82394366 0.80985915],0.617647058823529,0.558823529411765,0.797478991596639,0.936530324400564,0.929971988795518,0.936974789915966,0.64591439688716,0.619402985074627,0.617393800229621,0.52054794520548,0.5,0.556451612903226,0.79662447257384,0.780165289256198,0.797774952320407
svm_model_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.74369748 0.76470588 0.70168067 0.74369748 0.73305085],0.647222222222222,0.663888888888889,0.732180293501048,0.767050487156776,0.728956228956229,0.778619528619528,0.668407310704961,0.691891891891892,0.645945945945946,0.670299727520436,0.702857142857143,0.664942084942085,0.728046833422033,0.716981132075472,0.732180293501048
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48251748 0.51398601 0.51398601 0.56643357 0.46853147],0.523012552301255,0.518828451882845,0.875262054507338,0.993719469644103,0.995804195804196,0.993706293706294,0.547619047619048,0.534883720930232,0.521987315010571,0.514767932489452,0.554545454545455,0.521458773784355,0.876170655567118,0.882599580712788,0.875262054507338
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47552448 0.5034965  0.57342657 0.5        0.50699301],0.518828451882845,0.464435146443515,0.863731656184486,0.988070175438596,0.984615384615385,0.988111888111888,0.562737642585551,0.672727272727273,0.530162085976039,0.522388059701493,0.542635658914729,0.457681465821001,0.867075664621677,0.888888888888889,0.863731656184486
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102,12, low_bits_5, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.70486111 0.66319444 0.67708333 0.7027972  0.65034965],0.533898305084746,0.627118644067797,0.70125786163522,0.729651162790698,0.6991643454039,0.740947075208914,0.533898305084746,0.5625,0.535282258064516,0.630252100840336,0.604838709677419,0.628312211981567,0.691891891891892,0.670859538784067,0.70125786163522
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108,6, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.55555556 0.56944444 0.55555556 0.51408451 0.54225352],0.432773109243697,0.508403361344538,0.788590604026846,1,1,1,0.462151394422311,0.446153846153846,0.431410256410256,0.518518518518518,0.547826086956522,0.509685401201838,0.791735537190083,0.794361525704809,0.788522019219128
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.49579832 0.54201681 0.52521008 0.51260504 0.5       ],0.469444444444444,0.536111111111111,0.812368972746331,1,1,1,0.473829201101928,0.485875706214689,0.469713809391498,0.534818941504178,0.524590163934426,0.536306381402241,0.812565445026178,0.813417190775681,0.812368972746331
ensemble_model_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.48958333 0.45263158 0.52105263 0.56842105],0.490566037735849,0.462264150943396,0.790566037735849,1,1,1,0.512048192771084,0.527950310559006,0.490089804961032,0.463949843260188,0.47741935483871,0.462636057787453,0.792523364485981,0.802017654476671,0.790594774540719
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.51388889 0.5        0.54166667 0.51408451 0.47183099],0.483193277310924,0.445378151260504,0.786073825503356,1,1,1,0.472103004291845,0.466101694915254,0.483050847457627,0.472,0.483606557377049,0.444389485585076,0.787322768974145,0.789297658862876,0.78606297084558
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.83333333 0.80555556 0.81690141 0.79577465 0.83802817],0.470588235294118,0.474789915966386,0.763865546218487,0.957264957264957,0.941176470588235,0.957983193277311,0.5625,0.669421487603306,0.467189376280285,0.538745387453875,0.61864406779661,0.475988700564972,0.77716098334655,0.822147651006711,0.763767428196959
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.45833333 0.50416667 0.53361345 0.51260504 0.49159664],0.467787114845938,0.448179271708684,0.797169811320755,1,1,1,0.505208333333333,0.515957446808511,0.465079315120232,0.415430267062315,0.414201183431953,0.446462293843636,0.797911227154047,0.80083857442348,0.797169811320755
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.9020979  0.92307692 0.8951049  0.90559441 0.88028169],0.633333333333333,0.604166666666667,0.901991614255765,0.997202797202797,0.99859943977591,0.997198879551821,0.666666666666667,0.745762711864407,0.635176437899416,0.646840148698885,0.713114754098361,0.602320088913587,0.904737646459501,0.930817610062893,0.901991614255765
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.4625     0.45416667 0.4625     0.44537815 0.45378151],0.48314606741573,0.502808988764045,0.810796645702306,1,1,1,0.48314606741573,0.469945355191257,0.483527590890426,0.501408450704225,0.514450867052023,0.503127072870274,0.81069743051914,0.810272536687631,0.810796645702306
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.68333333 0.68067227 0.63445378 0.61344538 0.75210084],0.53072625698324,0.555865921787709,0.770440251572327,0.910556003223207,0.947986577181208,0.906879194630872,0.540983606557377,0.543956043956044,0.530500749250749,0.554621848739496,0.5625,0.555975274725275,0.776985743380855,0.79979035639413,0.770440251572327
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,708,236,236,0.6,0.2,0.2, [0.75352113 0.76056338 0.71126761 0.70422535 0.77857143],0.622881355932203,0.576271186440678,0.827966101694915,0.980225988700565,0.980225988700565,0.980225988700565,0.633744855967078,0.712962962962963,0.629918981481481,0.615384615384615,0.661157024793388,0.574056773266259,0.832369942196532,0.864493996569468,0.828394401969826
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.70833333 0.66901408 0.67605634 0.61267606],0.592436974789916,0.571428571428571,0.812605042016807,0.966850828729282,0.980392156862745,0.966386554621849,0.607287449392712,0.635593220338983,0.592796610169492,0.571428571428571,0.601769911504425,0.572884955752212,0.815550041356493,0.83843537414966,0.812905394716026
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.60084034 0.59663866 0.63865546 0.62605042 0.58050847],0.569444444444444,0.605555555555555,0.784067085953878,0.904564315352697,0.917508417508418,0.903198653198653,0.573002754820937,0.553191489361702,0.570200395843642,0.605555555555555,0.633720930232558,0.606754082137556,0.786307053941909,0.794549266247379,0.784067085953878
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.64705882 0.64285714 0.69327731 0.59663866 0.67372881],0.6,0.566666666666667,0.787735849056604,0.910179640718563,0.895622895622896,0.911616161616161,0.586206896551724,0.576271186440678,0.599611003056405,0.556818181818182,0.53551912568306,0.567194591090118,0.78330658105939,0.767295597484277,0.787735849056604
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.63541667 0.62631579 0.65263158 0.65263158],0.619496855345912,0.588050314465409,0.784905660377359,0.905857740585774,0.907756813417191,0.905660377358491,0.60586319218241,0.543859649122807,0.625671321160043,0.561872909698997,0.556291390728477,0.586528928897173,0.781049935979514,0.763454317897372,0.785014137456903
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6125     0.62083333 0.59583333 0.6302521  0.60084034],0.50561797752809,0.550561797752809,0.794549266247379,0.952054794520548,0.929765886287626,0.953177257525084,0.519125683060109,0.533707865168539,0.50561797752809,0.550561797752809,0.550561797752809,0.550561797752809,0.792592592592593,0.785115303983228,0.794549266247379
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.77083333 0.79166667 0.75520833 0.79166667 0.74479167],0.55,0.565625,0.765,0.899022801302932,0.8625,0.903125,0.619047619047619,0.713414634146341,0.545809881175735,0.633245382585752,0.736196319018405,0.562365675432769,0.775923718712753,0.806691449814126,0.764631979635941
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdn,8,96,104,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.45833333 0.46218487 0.51260504 0.47478992 0.44957983],0.446927374301676,0.553072625698324,0.812368972746331,1,1,1,0.46195652173913,0.467032967032967,0.446584665334665,0.545454545454545,0.545454545454545,0.552947052947053,0.812761506276151,0.814465408805031,0.812368972746331
svm_model_N26_B87_E113_nb_zones_4_lab_svd,26,87,113,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.79166667 0.84375    0.78723404 0.85106383 0.77659574],0.60126582278481,0.582278481012658,0.836708860759494,1,1,1,0.582781456953642,0.647058823529412,0.606862745098039,0.625,0.6875,0.580929487179487,0.838951310861423,0.872727272727273,0.837598204264871
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.58391608 0.6048951  0.58391608 0.6443662 ],0.5875,0.645833333333333,0.834905660377359,0.908327501749475,0.908963585434173,0.908263305322129,0.585774058577406,0.564516129032258,0.58829254727475,0.632034632034632,0.629310344827586,0.645300333704116,0.834123222748815,0.830188679245283,0.834905660377359
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.60416667 0.65       0.6092437  0.70588235 0.6092437 ],0.434173669467787,0.442577030812325,0.711215932914046,0.876237623762376,0.889447236180904,0.874371859296482,0.456989247311828,0.508982035928144,0.438701544279861,0.518159806295399,0.563157894736842,0.434273558146864,0.724086129193791,0.757861635220126,0.711215932914046
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.58333333 0.52777778 0.49305556 0.47183099 0.53521127],0.483193277310924,0.529411764705882,0.800335570469798,0.99581589958159,0.997206703910614,0.995810055865922,0.513833992094862,0.575221238938053,0.487610619469027,0.529411764705882,0.520661157024793,0.529561347743166,0.802980132450331,0.819256756756757,0.800461711711712
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.92857143 0.85714286 0.85714286 0.86134454 0.8487395 ],0.52924791086351,0.484679665738162,0.809224318658281,0.991596638655462,0.991596638655462,0.991596638655462,0.536986301369863,0.56,0.53,0.521963824289406,0.548913043478261,0.483027950310559,0.812564366632338,0.827044025157233,0.809224318658281
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79583333 0.79583333 0.80416667 0.77083333 0.82773109],0.498591549295775,0.507042253521127,0.799266247379455,0.975,0.976627712854758,0.974958263772955,0.55050505050505,0.595628415300546,0.495488626254924,0.525745257452575,0.563953488372093,0.5087527004702,0.805089058524173,0.829140461215933,0.799266247379455
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,1194,398,398,0.6,0.2,0.2, [0.89166667 0.84166667 0.87815126 0.86554622 0.8907563 ],0.521008403361345,0.515406162464986,0.812368972746331,0.988274706867672,0.988274706867672,0.988274706867672,0.512820512820513,0.545454545454545,0.522727272727273,0.587112171837709,0.640625,0.505160984848485,0.817718940936863,0.841719077568134,0.812368972746331
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.46527778 0.48591549 0.42957746 0.51408451],0.512605042016807,0.512605042016807,0.803361344537815,0.997198879551821,0.997198879551821,0.997198879551821,0.520661157024793,0.508064516129032,0.512804187889078,0.486725663716814,0.450819672131148,0.51420293951385,0.802030456852792,0.786069651741293,0.803597006449863
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.77622378 0.74475524 0.8006993  0.74475524 0.76223776],0.518828451882845,0.631799163179916,0.810272536687631,0.882829771554901,0.837762237762238,0.888811188811189,0.518828451882845,0.488188976377953,0.520880202474691,0.607142857142857,0.607142857142857,0.630343082114736,0.801098901098901,0.764150943396226,0.810272536687631
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61805556 0.61805556 0.63194444 0.68309859 0.67605634],0.605042016806723,0.579831932773109,0.780201342281879,0.905817174515236,0.91340782122905,0.905027932960894,0.605042016806723,0.6,0.605084745762712,0.565217391304348,0.570175438596491,0.579442558007923,0.779831932773109,0.783783783783784,0.780225225225225
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.91176471 0.86554622 0.85714286 0.89915966 0.86864407],0.566666666666667,0.616666666666667,0.838050314465409,0.987320371935757,0.983164983164983,0.987373737373737,0.657894736842105,0.867052023121387,0.577911038298662,0.702586206896552,0.871657754010695,0.606349108219221,0.853067047075606,0.940251572327044,0.838050314465409
ensemble_model_N26_B87_E113_nb_zones_4_lab_svd,26,87,113,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.8125     0.79166667 0.78125    0.84375    0.80208333],0.5875,0.61875,0.81125,0.950617283950617,0.9625,0.95,0.582278481012658,0.638888888888889,0.592171717171717,0.651428571428571,0.633333333333333,0.616666666666667,0.815628815628816,0.830845771144279,0.81115152878822
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svd,4,98,102,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.67832168 0.66783217 0.70979021 0.65492958],0.558333333333333,0.554166666666667,0.877358490566038,0.985242445537596,0.981792717086835,0.985294117647059,0.592307692307692,0.631147540983607,0.557099194220617,0.556016597510373,0.567796610169492,0.554390108363434,0.878378378378378,0.885744234800839,0.877358490566038
ensemble_model_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.71666667 0.7375     0.69327731 0.7605042  0.73109244],0.65546218487395,0.644257703081233,0.835429769392034,0.944444444444444,0.911222780569514,0.946398659966499,0.641399416909621,0.628571428571429,0.654945054945055,0.646239554317549,0.637362637362637,0.644395604395604,0.830636461704423,0.807127882599581,0.835429769392034
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.64705882 0.60504202 0.64285714 0.62605042 0.65677966],0.511111111111111,0.577777777777778,0.758385744234801,0.889809444904723,0.904040404040404,0.888047138047138,0.511111111111111,0.575,0.5175,0.625615763546798,0.635,0.570625,0.766345666497719,0.792452830188679,0.758385744234801
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108,8, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.78125    0.796875   0.83333333 0.78125    0.796875  ],0.496875,0.4625,0.76,0.945337620578778,0.91875,0.946875,0.516516516516517,0.558441558441558,0.499100297293068,0.505747126436782,0.55,0.4625,0.762081784386617,0.77455919395466,0.760108381096437
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svd,16,92,108,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.74479167 0.72395833 0.74210526 0.76315789 0.74210526],0.559748427672956,0.569182389937107,0.728301886792453,0.826038159371493,0.771488469601677,0.837526205450734,0.548387096774194,0.544871794871795,0.559472934472934,0.565079365079365,0.563291139240506,0.569145569620253,0.715039577836412,0.685208596713022,0.728086150671905
ensemble_model_N40_B30_E70_nb_zones_12_lab_svd,40,30,70,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.95486111 0.92657343 0.94405594 0.94755245 0.93706294],0.592436974789916,0.659663865546218,0.906708595387841,1,1,1,0.644688644688645,0.709677419354839,0.587294850028297,0.677290836653387,0.745614035087719,0.663129598189021,0.908997955010225,0.931865828092243,0.906708595387841
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdne,26,37,63,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.8006993  0.73076923 0.73426573 0.78671329 0.73239437],0.595833333333333,0.6,0.809224318658281,0.874908558888076,0.837535014005602,0.880252100840336,0.572687224669603,0.555555555555556,0.594850948509485,0.578947368421053,0.536585365853659,0.601626016260163,0.800219538968167,0.764150943396226,0.809224318658281
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.65034965 0.66433566 0.68881119 0.70979021 0.70774648],0.545833333333333,0.583333333333333,0.839622641509434,0.931156848828957,0.918767507002801,0.932072829131653,0.632996632996633,0.740157480314961,0.533795554316772,0.62962962962963,0.752212389380531,0.592641627761132,0.845141700404858,0.875262054507338,0.839622641509434
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.78472222 0.77777778 0.76223776 0.75174825 0.82167832],0.50210970464135,0.535864978902954,0.837002096436059,0.941917424772568,0.938633193863319,0.942119944211994,0.546153846153846,0.612068965517241,0.504381590196637,0.595588235294118,0.669421487603306,0.532986605870618,0.84140744518103,0.864779874213837,0.837002096436059
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108, zones, lab, svdn,948,316,316,0.6,0.2,0.2, [0.54736842 0.50526316 0.47894737 0.53684211 0.52659574],0.54746835443038,0.430379746835443,0.784810126582278,0.982124079915878,0.985232067510548,0.982067510548523,0.585507246376812,0.597633136094675,0.543714527231011,0.440993788819876,0.473333333333333,0.432449799196787,0.789864029666255,0.805800756620429,0.784730111474128
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdn,32,34,66,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.53146853 0.52447552 0.54545455 0.55944056 0.55633803],0.4625,0.5375,0.784067085953878,0.883310719131615,0.911764705882353,0.879551820728291,0.469135802469136,0.463414634146341,0.462476547842402,0.561264822134387,0.606837606837607,0.539191161142381,0.790862944162437,0.816561844863732,0.784067085953878
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.58041958 0.58041958 0.6013986  0.55944056 0.57692308],0.577405857740586,0.464435146443515,0.805555555555556,0.903269754768392,0.927272727272727,0.900699300699301,0.597609561752988,0.652173913043478,0.580119214586255,0.488,0.491935483870968,0.46335904628331,0.811579481970543,0.837526205450734,0.805555555555556
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svd,26,87,113, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.8125     0.79166667 0.77083333 0.77083333],0.66875,0.68125,0.86625,0.993762993762994,0.995833333333333,0.99375,0.697142857142857,0.726190476190476,0.665726817042606,0.698224852071006,0.756410256410256,0.683083176985616,0.87030303030303,0.893034825870647,0.866115402885072
ensemble_model_N4_B98_E102_nb_zones_12_lab_svd,4,98,102,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.66319444 0.72916667 0.71678322 0.68881119 0.69230769],0.654008438818565,0.675105485232067,0.841719077568134,0.900069881201957,0.898186889818689,0.900278940027894,0.711267605633803,0.863247863247863,0.656623931623932,0.73356401384083,0.883333333333333,0.672435897435897,0.849301397205589,0.892033542976939,0.841719077568134
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.53496503 0.53846154 0.57342657 0.54195804 0.53873239],0.5625,0.5625,0.584905660377358,0.536624203821656,0.471988795518207,0.592436974789916,0.516129032258065,0.466666666666667,0.5625,0.545454545454546,0.525,0.5625,0.535211267605634,0.477987421383648,0.584905660377358
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.8125     0.77083333 0.74305556 0.73611111 0.75      ],0.4875,0.504166666666667,0.694166666666667,0.828060522696011,0.836111111111111,0.826388888888889,0.532319391634981,0.608695652173913,0.492347826086957,0.560885608856089,0.598425196850394,0.498327642672985,0.708961141950833,0.742524916943522,0.694004933388149
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.50833333 0.50833333 0.50833333 0.45798319],0.461971830985916,0.467605633802817,0.796121593291405,0.992455993294216,0.988313856427379,0.992487479131887,0.426426426426426,0.425149700598802,0.459915275831316,0.493297587131367,0.48936170212766,0.466237737291375,0.795155344918378,0.791404612159329,0.796121593291405
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.765625   0.74736842 0.77368421 0.81052632 0.76315789],0.605678233438486,0.608832807570978,0.816519546027743,0.95578947368421,0.953781512605042,0.955882352941177,0.617737003058104,0.664473684210526,0.607994417862839,0.657458563535911,0.757961783439491,0.610230891719745,0.822452715070165,0.85859872611465,0.816939812495527
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.64583333 0.66901408 0.65492958 0.6971831 ],0.600840336134454,0.621848739495798,0.647058823529412,0.675862068965517,0.686274509803922,0.670868347338936,0.666666666666667,0.798319327731092,0.600840336134454,0.685314685314685,0.816666666666667,0.620197740112994,0.675925925925926,0.73489932885906,0.64691094389081
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5        0.5625     0.50694444 0.5        0.52112676],0.529411764705882,0.533613445378151,0.812919463087248,1,1,1,0.521367521367521,0.488,0.531610619469026,0.51528384279476,0.51304347826087,0.532944503358077,0.810856658184902,0.79933110367893,0.812965215139128
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.46666667 0.47916667 0.47083333 0.47478992 0.52941176],0.480337078651685,0.469101123595506,0.49475890985325,0.358695652173913,0.275919732441472,0.506688963210702,0.350877192982456,0.271739130434783,0.487613751263903,0.302583025830258,0.238372093023256,0.461577350859454,0.346883468834688,0.268343815513627,0.49475890985325
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.4375     0.48333333 0.45378151 0.52941176 0.49159664],0.532212885154062,0.518207282913165,0.820754716981132,0.997481108312342,0.994974874371859,0.99748743718593,0.547425474254742,0.561111111111111,0.531967984934087,0.5,0.485875706214689,0.517937853107345,0.820378151260504,0.818658280922432,0.820754716981132
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.45378151 0.44957983 0.46218487 0.44957983 0.40336134],0.49025069637883,0.523676880222841,0.814465408805031,1,1,1,0.469565217391304,0.457627118644068,0.489802570311045,0.523676880222841,0.516483516483517,0.5237784814056,0.813093980992608,0.807127882599581,0.814465408805031
svm_model_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113,4, lab, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.58510638 0.58510638 0.56382979 0.64893617 0.59574468],0.583333333333333,0.58974358974359,0.59462915601023,0.663082437275986,0.787234042553192,0.6,0.624277456647399,0.73972602739726,0.59275457996369,0.655913978494624,0.792207792207792,0.592306427749466,0.654307524536532,0.779220779220779,0.597418953842128
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.68181818 0.71678322 0.62937063 0.6584507 ],0.529166666666667,0.5375,0.844339622641509,0.948699929725931,0.945378151260504,0.948879551820728,0.579925650557621,0.65,0.529166666666667,0.584269662921348,0.65,0.5375,0.848392036753446,0.871069182389937,0.844339622641509
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65       0.6625     0.58333333 0.66806723 0.69747899],0.598314606741573,0.651685393258427,0.665094339622642,0.690515806988353,0.693979933110368,0.688963210702341,0.622691292875989,0.655555555555556,0.597664141414141,0.69,0.784090909090909,0.653156565656566,0.677435638566381,0.70335429769392,0.665094339622641
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.48601399 0.51398601 0.53496503 0.50352113],0.504166666666667,0.533333333333333,0.870545073375262,0.988811188811189,0.990196078431373,0.988795518207283,0.489270386266094,0.495652173913043,0.503826086956522,0.552,0.552,0.532521739130435,0.870883429168845,0.873165618448637,0.870545073375262
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.765625   0.74479167 0.76041667 0.734375   0.75789474],0.608150470219436,0.551724137931034,0.81328320802005,0.968287526427061,0.95615866388309,0.968684759916493,0.657534246575342,0.75,0.607704402515723,0.606060606060606,0.718954248366013,0.558272304905898,0.821983273596177,0.868686868686869,0.81369666817428
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.4875     0.55416667 0.52083333 0.5375     0.44117647],0.447887323943662,0.47887323943662,0.797169811320755,0.994991652754591,0.994991652754591,0.994991652754591,0.481481481481482,0.461928934010152,0.446154340422798,0.447761194029851,0.474683544303798,0.478458523420934,0.797488226059655,0.79874213836478,0.797169811320755
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.63380282 0.71126761 0.68309859 0.66197183 0.68309859],0.559322033898305,0.525423728813559,0.791878172588832,0.957507082152974,0.952112676056338,0.95774647887324,0.620437956204379,0.726495726495726,0.560726854844502,0.555555555555556,0.608695652173913,0.527488321954725,0.800324675324675,0.839863713798978,0.792200764462514
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.58391608 0.48251748 0.53846154 0.50699301 0.55985915],0.5,0.525,0.533542976939203,0.541258741258741,0.542016806722689,0.5406162464986,0.541984732824427,0.568,0.49704347826087,0.574626865671642,0.669565217391304,0.530782608695652,0.545918367346939,0.560796645702306,0.533542976939203
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.70833333 0.61805556 0.61267606 0.6971831  0.69014085],0.571428571428571,0.571428571428571,0.778151260504202,0.917127071823204,0.929971988795518,0.915966386554622,0.6015625,0.669565217391304,0.574620007069636,0.592,0.621848739495798,0.571428571428571,0.785365853658537,0.817258883248731,0.778412413243731
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.53361345 0.46218487 0.56302521 0.51260504],0.483240223463687,0.463687150837989,0.633647798742138,0.733001658374793,0.741610738255033,0.729865771812081,0.490358126721763,0.489010989010989,0.483141858141858,0.445086705202312,0.4375,0.463255494505494,0.634986945169713,0.637316561844864,0.633647798742139
svm_model_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.77894737 0.75263158 0.76842105 0.81052632 0.81382979],0.626582278481013,0.658227848101266,0.770253164556962,0.84726867335563,0.80168776371308,0.85548523206751,0.61437908496732,0.626666666666667,0.626586345381526,0.6625,0.69281045751634,0.659288664340992,0.761654629021668,0.746460746460746,0.769867982196749
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66, zones, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.84722222 0.88194444 0.82167832 0.84965035 0.82867133],0.514767932489452,0.594936708860759,0.889412997903564,1,1,1,0.552529182879377,0.63963963963964,0.522200772200772,0.644444444444444,0.69047619047619,0.588481338481338,0.892401835798062,0.917190775681342,0.889412997903564
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svd,16,92,108,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.79166667 0.77604167 0.77604167 0.72395833 0.72916667],0.53125,0.528125,0.7725,0.933191940615058,0.916666666666667,0.934375,0.601063829787234,0.733766233766234,0.538569863871069,0.611825192802056,0.7,0.516666666666667,0.786885245901639,0.835820895522388,0.772181804545114
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104, zones, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.74369748 0.71848739 0.72268908 0.78571429 0.69747899],0.573816155988858,0.649025069637883,0.785115303983228,0.889451476793249,0.885714285714286,0.889915966386555,0.633093525179856,0.737430167597765,0.574270639354438,0.688118811881188,0.772222222222222,0.648680943513346,0.795613160518445,0.836477987421384,0.785115303983228
ensemble_model_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.60416667 0.57446809 0.57446809 0.56382979],0.537974683544304,0.544303797468354,0.811392405063291,0.991596638655462,0.9957805907173,0.991561181434599,0.496551724137931,0.537313432835821,0.53788748564868,0.538461538461538,0.531645569620253,0.544303797468354,0.808236808236808,0.819843342036553,0.811641572738179
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66,12, low_bits_4, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.57291667 0.52430556 0.56597222 0.5625     0.5       ],0.476595744680851,0.502127659574468,0.74895178197065,0.835286009648518,0.842837273991655,0.833796940194715,0.443438914027149,0.445454545454546,0.474727272727273,0.489082969432314,0.448,0.505818181818182,0.748027354024198,0.745283018867924,0.74895178197065
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.74125874 0.71328671 0.7027972  0.6993007  0.76408451],0.441666666666667,0.433333333333333,0.743186582809224,0.844851904090268,0.838935574229692,0.84593837535014,0.492424242424242,0.570175438596491,0.447786131996658,0.524475524475524,0.595238095238095,0.424812030075188,0.751016260162602,0.774633123689728,0.743186582809224
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.65384615 0.67482517 0.64685315 0.65734266 0.6056338 ],0.566666666666667,0.570833333333333,0.649895178197065,0.690396239086635,0.719887955182073,0.677170868347339,0.551724137931035,0.528925619834711,0.566983818320717,0.54625550660793,0.521008403361345,0.570421557052573,0.657084188911704,0.670859538784067,0.649895178197065
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.64705882 0.62184874 0.66386555 0.67226891 0.6440678 ],0.552777777777778,0.608333333333333,0.790356394129979,0.917508417508418,0.917508417508418,0.917508417508417,0.58611825192802,0.647727272727273,0.554841897233202,0.641221374045802,0.684782608695652,0.606595849802372,0.796954314720812,0.822851153039832,0.790356394129979
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47222222 0.48611111 0.5        0.48611111 0.47887324],0.439330543933054,0.447698744769874,0.777591973244147,1,1,1,0.459677419354839,0.463414634146341,0.438603868797309,0.454545454545455,0.482456140350877,0.449228070175439,0.779801324503311,0.790268456375839,0.777634228187919
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.72916667 0.74736842 0.84736842 0.81052632 0.76315789],0.640378548895899,0.615141955835962,0.825346784363178,0.956429330499469,0.945378151260504,0.956932773109244,0.632258064516129,0.649006622516556,0.640768371499242,0.636904761904762,0.664596273291926,0.614349418697245,0.825456836798992,0.831218274111675,0.825383573146063
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55       0.54166667 0.5125     0.56722689 0.4789916 ],0.502808988764045,0.491573033707865,0.568658280922432,0.573002754820937,0.521739130434783,0.611204013377926,0.408026755852843,0.344632768361582,0.501925322728277,0.446483180428135,0.407821229050279,0.492046207745479,0.520116618075802,0.467505241090147,0.568658280922432
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113, zones, lab, svdn,474,158,158,0.6,0.2,0.2, [0.41666667 0.52083333 0.54255319 0.61702128 0.54255319],0.569620253164557,0.487341772151899,0.80126582278481,0.983193277310924,0.987341772151899,0.983122362869198,0.514285714285714,0.467532467532467,0.567099567099567,0.441379310344827,0.421052631578947,0.484916559691913,0.793692509855453,0.774358974358974,0.800929487179487
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.66197183 0.71126761 0.67605634 0.75352113 0.66197183],0.423728813559322,0.436440677966102,0.747884940778342,0.95886524822695,0.952112676056338,0.959154929577465,0.492537313432836,0.540983606557377,0.419614610296232,0.523297491039427,0.629310344827586,0.439655172413793,0.761980830670927,0.804384485666104,0.747693091729487
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.62152778 0.63636364 0.5979021  0.60839161 0.53846154],0.487394957983193,0.533613445378151,0.614255765199161,0.637868970482361,0.618715083798883,0.648743016759777,0.429906542056075,0.407079646017699,0.48353982300885,0.51528384279476,0.472,0.536884955752212,0.59825327510917,0.574423480083857,0.614255765199162
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.65972222 0.70138889 0.71527778 0.62676056],0.581589958158996,0.556485355648536,0.759197324414716,0.885474860335195,0.883008356545961,0.885793871866295,0.609375,0.639344262295082,0.580355891831302,0.569105691056911,0.593220338983051,0.556940748003922,0.763546798029557,0.776293823038397,0.759168687063587
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67083333 0.6625     0.56666667 0.66666667 0.6302521 ],0.6,0.557746478873239,0.616352201257862,0.672713529856387,0.742904841402337,0.638564273789649,0.605555555555555,0.622857142857143,0.60031746031746,0.572207084468665,0.583333333333333,0.557380952380952,0.642926829268293,0.690775681341719,0.616352201257862
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71848739 0.68067227 0.68487395 0.6092437  0.65966387],0.618384401114206,0.601671309192201,0.671383647798742,0.672950047125353,0.6,0.708403361344538,0.640419947506562,0.693181818181818,0.619814952806756,0.610354223433242,0.612021857923497,0.601465474416294,0.653399668325041,0.619496855345912,0.671383647798742
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,1428,476,476,0.6,0.2,0.2, [0.68181818 0.66783217 0.65734266 0.65384615 0.68309859],0.5375,0.483333333333333,0.811844863731656,0.911806543385491,0.897759103641457,0.913165266106443,0.51528384279476,0.5,0.536885245901639,0.483333333333333,0.475409836065574,0.483467629897194,0.808533333333333,0.794549266247379,0.811844863731656
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.80208333 0.78947368 0.81052632 0.77368421 0.85263158],0.533123028391167,0.545741324921136,0.778058007566204,0.935205183585313,0.909663865546218,0.936974789915966,0.506666666666667,0.5,0.531818181818182,0.571428571428571,0.592592592592593,0.54468339307049,0.774647887323944,0.765822784810127,0.778011894917626
svm_model_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.84375    0.8125     0.92553191 0.85106383 0.86170213],0.588607594936709,0.645569620253165,0.831645569620253,0.974789915966386,0.978902953586498,0.974683544303798,0.636871508379888,0.730769230769231,0.590384615384615,0.711340206185567,0.758241758241758,0.625389535837297,0.843345111896348,0.881773399014778,0.830209616174056
ensemble_model_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.81770833 0.8125     0.84375    0.77083333 0.78421053],0.564263322884012,0.623824451410658,0.81203007518797,0.956429330499469,0.939457202505219,0.957202505219207,0.638961038961039,0.78343949044586,0.567645671148856,0.692307692307692,0.859872611464968,0.627467169930015,0.825174825174825,0.89281210592686,0.8125330766247
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75520833 0.72916667 0.78125    0.81052632 0.77894737],0.49685534591195,0.477987421383648,0.761934673366834,0.94331550802139,0.922594142259414,0.944560669456067,0.56043956043956,0.666666666666667,0.503030303030303,0.558510638297872,0.695364238410596,0.48840068207955,0.773731343283582,0.828644501278772,0.763087682738152
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66319444 0.71328671 0.71328671 0.65734266 0.65034965],0.596638655462185,0.53781512605042,0.821278825995807,0.904187366926898,0.889664804469274,0.90572625698324,0.625,0.655737704918033,0.595110231769361,0.586466165413534,0.672413793103448,0.541124929338609,0.823407560849301,0.833333333333333,0.821278825995807
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdne,8,96,104,10, low_bits_4_shifted_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65833333 0.61764706 0.62605042 0.68907563 0.63445378],0.625698324022346,0.589385474860335,0.647798742138365,0.664377682403433,0.649328859060403,0.671979865771812,0.55921052631579,0.505952380952381,0.618765664160401,0.578796561604584,0.531578947368421,0.593170426065163,0.63036303630363,0.60062893081761,0.647798742138365
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.4375     0.52083333 0.5        0.41666667 0.43661972],0.472803347280335,0.497907949790795,0.790969899665552,0.994428969359331,0.994428969359331,0.994428969359331,0.487804878048781,0.535714285714286,0.476518560179978,0.51219512195122,0.543103448275862,0.499194000560695,0.793388429752066,0.817717206132879,0.791453020143615
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.80769231 0.79020979 0.81818182 0.7972028  0.8415493 ],0.525,0.533333333333333,0.879454926624738,0.997194950911641,0.995798319327731,0.997198879551821,0.547619047619048,0.6,0.528,0.602836879432624,0.68,0.52695652173913,0.88265306122449,0.906708595387841,0.879454926624738
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.46666667 0.51260504 0.55882353 0.47058824],0.509803921568627,0.504201680672269,0.810796645702306,0.992455993294216,0.991624790619766,0.992462311557789,0.492753623188406,0.494186046511628,0.509255185417976,0.498583569405099,0.475675675675676,0.505279698302954,0.809095716552089,0.80188679245283,0.810796645702306
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.72027972 0.68881119 0.6013986  0.63286713 0.66549296],0.458333333333333,0.508333333333333,0.661949685534591,0.722958827634334,0.725490196078431,0.721988795518207,0.496124031007752,0.507936507936508,0.455722639933166,0.5390625,0.605263157894737,0.512949039264829,0.668721109399075,0.682389937106918,0.661949685534591
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.46638655 0.5210084  0.49579832 0.44957983 0.4789916 ],0.49025069637883,0.454038997214485,0.801362683438155,1,1,1,0.463343108504399,0.478787878787879,0.489393939393939,0.47027027027027,0.448453608247423,0.454529834426742,0.800631246712257,0.79769392033543,0.801362683438155
ensemble_model_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113,4, lab, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.84042553 0.82978723 0.84042553 0.86170213 0.85106383],0.615384615384615,0.628205128205128,0.847826086956522,0.997876857749469,1,0.997872340425532,0.693877551020408,0.829268292682927,0.603823335530653,0.707070707070707,0.853658536585366,0.616018457481872,0.86242774566474,0.93483709273183,0.846008624694897
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svd,4,98,102, zones, lab, svd,1434,478,478,0.6,0.2,0.2, [0.73958333 0.74305556 0.70979021 0.6958042  0.74125874],0.50210970464135,0.518987341772152,0.79559748427673,0.889044943820225,0.882845188284519,0.889818688981869,0.458715596330275,0.434782608695652,0.500178189593728,0.462264150943396,0.401639344262295,0.52255880256593,0.789644012944984,0.767295597484277,0.79559748427673
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.86458333 0.84375    0.89236111 0.86363636 0.84965035],0.51271186440678,0.605932203389831,0.886268343815514,0.993719469644103,0.991643454038997,0.993732590529248,0.549019607843137,0.578512396694215,0.51099532878189,0.635294117647059,0.704347826086957,0.608372260150916,0.888317035512095,0.90461215932914,0.886268343815514
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.68067227 0.6302521  0.54201681 0.63445378 0.67372881],0.605555555555555,0.661111111111111,0.821802935010482,0.937190082644628,0.954545454545455,0.936026936026936,0.660287081339713,0.793103448275862,0.611605487578791,0.720183486238532,0.844086021505376,0.654801631442343,0.835271317829457,0.90356394129979,0.821802935010482
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svd,40,30,70,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.88194444 0.88194444 0.83916084 0.84265734 0.86363636],0.531645569620253,0.544303797468354,0.882599580712788,0.996505939902166,0.99442119944212,0.996513249651325,0.658461538461538,0.884297520661157,0.524045312054717,0.651612903225806,0.870689655172414,0.55104730692505,0.891577928363988,0.965408805031446,0.882599580712788
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.9020979  0.87062937 0.88811189 0.8986014  0.88380282],0.533333333333333,0.533333333333333,0.882075471698113,0.999299229152067,0.99859943977591,0.999299719887955,0.575757575757576,0.666666666666667,0.53968253968254,0.619047619047619,0.722222222222222,0.523391812865497,0.886649874055416,0.922431865828092,0.882075471698113
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdne,26,37,63,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.81944444 0.81818182 0.82517483 0.79020979 0.86013986],0.453781512605042,0.42436974789916,0.84538784067086,0.980446927374302,0.980446927374302,0.980446927374302,0.525547445255474,0.576,0.44729203539823,0.445344129554656,0.486725663716814,0.427362831858407,0.8489503328213,0.868972746331237,0.845387840670859
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.82517483 0.81818182 0.78671329 0.82517483 0.83450704],0.4625,0.425,0.835429769392034,0.966500356379188,0.949579831932773,0.967086834733894,0.505747126436781,0.568965517241379,0.465934371523916,0.5,0.556451612903226,0.420467185761958,0.838144329896907,0.852201257861635,0.835429769392034
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.54210526 0.52105263 0.54736842 0.59473684 0.46276596],0.5,0.525316455696203,0.556962025316456,0.547344110854503,0.5,0.586497890295359,0.443661971830986,0.384146341463415,0.504573170731707,0.423076923076923,0.341614906832298,0.528871969545181,0.50354609929078,0.444305381727159,0.558260245280993
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.66433566 0.65384615 0.67132867 0.63636364 0.68661972],0.466666666666667,0.504166666666667,0.844339622641509,0.964438122332859,0.949579831932773,0.964985994397759,0.443478260869565,0.443478260869565,0.465739130434783,0.514285714285714,0.504,0.504173913043478,0.842105263157895,0.830188679245283,0.844339622641509
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70,12, low_bits_4, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.75347222 0.72916667 0.76388889 0.78472222 0.75174825],0.548936170212766,0.570212765957447,0.868448637316562,0.969187675070028,0.962447844228095,0.969401947148818,0.626760563380282,0.723577235772358,0.540360046457607,0.600790513833992,0.678571428571429,0.575058072009291,0.872264631043257,0.89832285115304,0.868448637316562
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.64583333 0.67708333 0.68229167 0.63541667 0.69791667],0.51875,0.509375,0.74,0.890052356020942,0.885416666666667,0.890625,0.554913294797688,0.6,0.51875,0.579088471849866,0.642857142857143,0.50234962406015,0.751493428912784,0.778465346534653,0.739611461146115
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.55       0.40756303 0.46218487 0.4789916  0.50420168],0.441340782122905,0.483240223463687,0.798218029350105,1,1,1,0.453551912568306,0.482558139534884,0.442891972993248,0.47887323943662,0.456989247311828,0.484308577144286,0.79874542603241,0.80083857442348,0.798218029350105
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.56643357 0.55944056 0.51048951 0.53169014],0.5375,0.5375,0.566561844863732,0.564434845212383,0.549019607843137,0.576330532212885,0.483720930232558,0.468468468468469,0.532683846637335,0.535564853556485,0.496124031007752,0.540854808296669,0.55127509495388,0.532494758909853,0.566561844863732
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svd,40,30,70, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.91608392 0.93706294 0.95804196 0.94055944 0.94366197],0.604166666666667,0.675,0.907756813417191,0.9979035639413,1,0.997899159663866,0.682274247491639,0.84297520661157,0.602159872213348,0.73469387755102,0.907563025210084,0.67692200847281,0.91304347826087,0.968553459119497,0.907756813417191
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.78125    0.85416667 0.8125     0.80208333],0.675,0.64375,0.84125,0.96234309623431,0.958333333333333,0.9625,0.731958762886598,0.855421686746988,0.667970583633234,0.707692307692308,0.766666666666667,0.626190476190476,0.853517877739331,0.895883777239709,0.839414756836909
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.67708333 0.59895833 0.73157895 0.66315789 0.65789474],0.509433962264151,0.522012578616352,0.685534591194968,0.800829875518672,0.809224318658281,0.79874213836478,0.546511627906977,0.61038961038961,0.512511878365537,0.570621468926554,0.615853658536585,0.518965790307254,0.699157641395909,0.730817610062893,0.685534591194969
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.625      0.66666667 0.61971831 0.61267606],0.689075630252101,0.642857142857143,0.640939597315436,0.621659634317862,0.61731843575419,0.624301675977654,0.657407407407407,0.596638655462185,0.689075630252101,0.608294930875576,0.55,0.64364406779661,0.625874125874126,0.599664991624791,0.641008966400631
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.77083333 0.703125   0.69791667 0.82291667 0.765625  ],0.6375,0.646875,0.81875,0.935037273695421,0.914583333333333,0.936458333333333,0.608108108108108,0.584415584415584,0.635581286183696,0.606271777003484,0.550632911392405,0.645686826066573,0.80946123521682,0.777777777777778,0.818344334433443
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6625     0.625      0.68333333 0.64705882 0.65546218],0.615168539325843,0.640449438202247,0.797169811320755,0.897651006711409,0.894648829431438,0.897993311036789,0.638522427440633,0.675977653631285,0.614824985007733,0.652173913043478,0.677966101694915,0.640659028501089,0.800412583806085,0.813417190775681,0.797169811320755
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104,10, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.775      0.75       0.73333333 0.78151261 0.75630252],0.575842696629213,0.581460674157303,0.816037735849057,0.956669498725574,0.941471571906355,0.957357859531773,0.62531017369727,0.728323699421965,0.580008844246502,0.620865139949109,0.666666666666667,0.578998073217726,0.822098327420172,0.850104821802935,0.816037735849056
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104,10, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.56722689 0.48739496 0.50420168 0.46638655],0.511173184357542,0.472067039106145,0.809224318658281,1,1,1,0.509803921568627,0.522988505747126,0.511494252873563,0.482191780821918,0.478260869565217,0.471889055472264,0.809822361546499,0.812368972746331,0.809224318658281
svm_model_N8_B96_E104_nb_zones_12_lab_svd,8,96,104,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.74475524 0.71678322 0.76573427 0.72727273 0.71478873],0.658333333333333,0.666666666666667,0.778825995807128,0.815078236130868,0.802521008403361,0.817927170868347,0.677165354330709,0.699186991869919,0.657285803627267,0.68,0.726495726495726,0.668125912028351,0.779057591623037,0.779874213836478,0.778825995807128
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53645833 0.5        0.484375   0.54210526 0.51578947],0.462264150943396,0.525157232704403,0.672110552763819,0.787685774946922,0.776150627615063,0.790794979079498,0.504347826086957,0.511764705882353,0.458585055643879,0.520634920634921,0.529032258064516,0.525252325351276,0.674157303370787,0.672478206724782,0.672107290941605
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdne,8,96,104,10, low_bits_4_shifted_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6625     0.71666667 0.69583333 0.65833333 0.71008403],0.611267605633803,0.574647887323944,0.823899371069182,0.960135708227311,0.944908180300501,0.960767946577629,0.620879120879121,0.627777777777778,0.611031746031746,0.586301369863014,0.611428571428571,0.57515873015873,0.823899371069182,0.823899371069182,0.823899371069182
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdn,16,92,108,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.50520833 0.46354167 0.54166667 0.54736842 0.52105263],0.50314465408805,0.522012578616352,0.549623115577889,0.617840375586854,0.688284518828452,0.574267782426778,0.570652173913043,0.681818181818182,0.508592017738359,0.61025641025641,0.70414201183432,0.509789126722529,0.606692265496435,0.690387016229713,0.548733331123706
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.57342657 0.55594406 0.57342657 0.62237762 0.52447552],0.443514644351464,0.456066945606695,0.862159329140461,1,1,1,0.505576208178439,0.576271186440678,0.445160386608769,0.539007092198582,0.628099173553719,0.453880095251436,0.867238768298839,0.90041928721174,0.862159329140461
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.67832168 0.65034965 0.56993007 0.61888112 0.69014085],0.625,0.641666666666667,0.647798742138365,0.657458563535912,0.666666666666667,0.65266106442577,0.612068965517241,0.586776859504132,0.62532120286131,0.635593220338983,0.630252100840336,0.641572331411904,0.649269311064718,0.651991614255765,0.647798742138365
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdn,32,34,66,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.56597222 0.56944444 0.53146853 0.54895105 0.53846154],0.481012658227848,0.481012658227848,0.870545073375262,0.999302163293789,0.99860529986053,0.999302649930265,0.525096525096525,0.557377049180328,0.478688524590164,0.506024096385542,0.547826086956522,0.482929436920884,0.872746007212777,0.887840670859539,0.870545073375262
svm_model_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66,12, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.9375     0.9375     0.90625    0.94097222 0.94755245],0.570212765957447,0.608510638297872,0.876834381551363,0.970873786407767,0.973574408901252,0.970792767732962,0.618867924528302,0.725663716814159,0.57594661250544,0.673758865248227,0.778688524590164,0.601733642826055,0.881850175967823,0.919287211740042,0.876834381551363
svm_model_N26_B87_E113_nb_zones_6_lab_svd,26,87,113,6, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88028169 0.83802817 0.86619718 0.83098592 0.87323944],0.61864406779661,0.648305084745763,0.849407783417936,0.992987377279102,0.997183098591549,0.992957746478873,0.671532846715328,0.760330578512397,0.614947897951851,0.695970695970696,0.805084745762712,0.648305084745763,0.858730158730159,0.910774410774411,0.849094688380403
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.56944444 0.55555556 0.56643357 0.51398601 0.56293706],0.527426160337553,0.506329113924051,0.879979035639413,1,1,1,0.537190082644628,0.555555555555556,0.527777777777778,0.506329113924051,0.5,0.506410256410256,0.880292733925771,0.882599580712788,0.879979035639413
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.72535211 0.6056338  0.68309859 0.6971831 ],0.573839662447257,0.573839662447257,0.827150084317032,0.995768688293371,0.991573033707865,0.995786516853933,0.594377510040161,0.621848739495798,0.573636234154679,0.613026819923372,0.64,0.57,0.8318293683347,0.845,0.826936860068259
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65833333 0.67647059 0.62605042 0.68907563 0.67226891],0.578212290502793,0.539106145251397,0.690251572327044,0.762726488352028,0.741610738255033,0.769295302013423,0.595174262734585,0.649122807017544,0.581245895487382,0.588528678304239,0.631016042780749,0.534806267004409,0.69425763062597,0.70335429769392,0.690251572327044
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdn,4,98,102,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.5034965  0.46853147 0.55594406 0.54929577],0.541666666666667,0.5,0.533018867924528,0.501883948756594,0.466386554621849,0.537114845938375,0.533898305084746,0.516393442622951,0.542095026396221,0.444444444444444,0.406779661016949,0.498471797721589,0.499156829679595,0.465408805031447,0.533018867924528
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.56770833 0.68421053 0.65789474 0.65263158 0.62631579],0.460567823343849,0.463722397476341,0.752837326607818,0.946708463949843,0.951680672268908,0.946428571428571,0.477064220183486,0.469879518072289,0.460105321950052,0.451612903225806,0.445859872611465,0.463554936305732,0.754077791718946,0.752190237797247,0.752842259940555
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.49579832 0.5        0.49579832 0.44117647],0.476323119777159,0.467966573816156,0.798218029350105,0.99496644295302,0.996638655462185,0.994957983193277,0.477777777777778,0.485875706214689,0.476454336623828,0.461971830985915,0.450549450549451,0.46821257838207,0.798112218143681,0.79769392033543,0.798218029350105
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.73611111 0.74305556 0.75874126 0.71678322 0.73076923],0.578059071729958,0.548523206751055,0.830712788259958,0.919220055710306,0.920502092050209,0.919107391910739,0.632352941176471,0.682539682539683,0.570999570999571,0.563265306122449,0.621621621621622,0.552874302874303,0.834613415258577,0.854297693920335,0.830712788259958
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63,12, low_bits_3, svdne,1440,480,480,0.6,0.2,0.2, [0.64583333 0.65625    0.67013889 0.66666667 0.59722222],0.534188034188034,0.538461538461538,0.795073375262054,0.876420454545455,0.856944444444444,0.879166666666667,0.532188841201717,0.512396694214876,0.534959409054341,0.5,0.47787610619469,0.53645871425437,0.789445341949381,0.768343815513627,0.795073375262054
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.57638889 0.59027778 0.5979021  0.56293706 0.62937063],0.443037974683544,0.518987341772152,0.838050314465409,0.955974842767296,0.95397489539749,0.956066945606695,0.435897435897436,0.408,0.445071428571429,0.491071428571429,0.491071428571429,0.517535714285714,0.836421386977237,0.828092243186583,0.838050314465409
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.66666667 0.69473684 0.7        0.65789474 0.65263158],0.56782334384858,0.605678233438486,0.76796973518285,0.886509635974304,0.869747899159664,0.888655462184874,0.607449856733524,0.731034482758621,0.580633520449078,0.683544303797468,0.833333333333333,0.600537634408602,0.780691299165673,0.836526181353768,0.768823489182488
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.546875   0.54166667 0.53645833 0.52604167 0.52105263],0.492163009404389,0.498432601880878,0.798245614035088,1,1,1,0.484076433121019,0.487179487179487,0.492056001258455,0.487179487179487,0.475,0.498506289308176,0.796717171717172,0.793710691823899,0.798228629307705
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.49300699 0.50699301 0.51048951 0.52797203],0.510460251046025,0.493723849372385,0.521488469601677,0.648620510150963,0.871328671328671,0.527972027972028,0.633228840125392,0.808,0.496105263157895,0.60586319218241,0.81578947368421,0.507894736842105,0.641539065567334,0.856394129979036,0.521488469601677
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.62605042 0.63445378 0.6092437  0.65966387 0.63445378],0.626740947075209,0.568245125348189,0.764675052410902,0.865996649916248,0.86890756302521,0.865546218487395,0.623595505617977,0.630681818181818,0.626816318926975,0.575342465753425,0.573770491803279,0.568135245901639,0.765535248041776,0.768343815513627,0.764675052410902
ensemble_model_N26_B87_E113_nb_zones_6_lab_svd,26,87,113,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.83333333 0.80555556 0.82394366 0.86619718 0.77464789],0.647058823529412,0.630252100840336,0.849579831932773,0.990182328190743,0.988795518207283,0.990196078431373,0.628318584070796,0.601694915254237,0.646680790960452,0.623931623931624,0.584,0.63270796460177,0.847399829497016,0.828333333333333,0.84975988700565
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.625      0.65277778 0.59722222 0.64084507 0.61267606],0.605042016806723,0.57563025210084,0.780201342281879,0.906293706293706,0.905027932960894,0.906424581005586,0.651851851851852,0.698412698412698,0.599206349206349,0.587755102040816,0.654545454545455,0.581178977272727,0.786991869918699,0.814814814814815,0.780317106404063
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67647059 0.74369748 0.74789916 0.66806723 0.7394958 ],0.582172701949861,0.607242339832869,0.80398322851153,0.929839391377853,0.92436974789916,0.930252100840336,0.619289340101523,0.674033149171271,0.581398597057545,0.624,0.657303370786517,0.607657210255137,0.808401639344262,0.827044025157233,0.80398322851153
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.61666667 0.67226891 0.6512605  0.65546218 0.67226891],0.569832402234637,0.53072625698324,0.750524109014675,0.870805369127517,0.870805369127517,0.870805369127517,0.564971751412429,0.558659217877095,0.569832402234637,0.56701030927835,0.614525139664804,0.53072625698324,0.75387797311272,0.764150943396226,0.750524109014675
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.53125    0.51736111 0.52447552 0.53146853 0.56293706],0.556962025316456,0.50210970464135,0.883123689727463,1,1,1,0.571428571428571,0.593220338983051,0.557114371172198,0.524193548387097,0.546218487394958,0.501922803019513,0.884276076803321,0.893081761006289,0.883123689727463
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.52916667 0.52916667 0.45833333 0.47083333 0.53333333],0.5,0.494350282485876,0.810272536687631,0.995,0.995,0.995,0.483965014577259,0.471590909090909,0.499840398365679,0.49859943977591,0.5,0.494318181818182,0.809473684210526,0.806079664570231,0.810272536687631
svm_model_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51048951 0.48251748 0.54195804 0.51748252 0.48943662],0.5125,0.529166666666667,0.520440251572327,0.572676232064878,0.642857142857143,0.5203081232493,0.561797752808989,0.641025641025641,0.515634771732333,0.589090909090909,0.658536585365854,0.525849489264123,0.573426573426573,0.644654088050314,0.520440251572327
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.5        0.51048951 0.48601399 0.48943662],0.541666666666667,0.470833333333333,0.875262054507338,0.999299229152067,0.99859943977591,0.999299719887955,0.598540145985401,0.689075630252101,0.542884922564067,0.513409961685824,0.553719008264463,0.470136815056601,0.878695208970438,0.90356394129979,0.875262054507338
svm_model_N16_B92_E108_nb_zones_10_lab_svd,16,92,108,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.72689076 0.75630252 0.70588235 0.77731092 0.78813559],0.647222222222222,0.669444444444444,0.84853249475891,0.963341858482523,0.951178451178451,0.963804713804714,0.640226628895184,0.627777777777778,0.647222222222222,0.662889518413598,0.65,0.669444444444444,0.846194784459819,0.833333333333333,0.84853249475891
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.69444444 0.64583333 0.65384615 0.60839161 0.66433566],0.60337552742616,0.565400843881857,0.744758909853249,0.797768479776848,0.797768479776848,0.797768479776848,0.608333333333333,0.657657657657658,0.606606606606607,0.602316602316602,0.619047619047619,0.561776061776062,0.748060010346611,0.757861635220126,0.74475890985325
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.55944056 0.47202797 0.49300699 0.48943662],0.470833333333333,0.470833333333333,0.528825995807128,0.591513616212793,0.65406162464986,0.548319327731092,0.52434456928839,0.583333333333333,0.470833333333333,0.520754716981132,0.575,0.470833333333333,0.57413548081478,0.635220125786163,0.528825995807128
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.71666667 0.7        0.725      0.72083333 0.71428571],0.484507042253521,0.507042253521127,0.771488469601677,0.934010152284264,0.921535893155259,0.934891485809683,0.484507042253521,0.514970059880239,0.486208434195439,0.556962025316456,0.585106382978723,0.502134029812715,0.774327122153209,0.784067085953878,0.771488469601677
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdn,16,92,108,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.53125    0.57291667 0.47894737 0.52105263 0.45789474],0.509433962264151,0.462264150943396,0.794339622641509,1,1,1,0.472972972972973,0.469798657718121,0.507088677971487,0.416382252559727,0.38125,0.462776898734177,0.788075178224239,0.7735368956743,0.794106756294862
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.53125    0.55263158 0.48947368 0.56315789 0.44736842],0.539432176656151,0.536277602523659,0.815258511979823,1,1,1,0.540880503144654,0.521212121212121,0.540211323763955,0.539184952978056,0.524390243902439,0.536704925872788,0.815607300188798,0.804968944099379,0.81541661033394
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.5125     0.48333333 0.50416667 0.52916667 0.4375    ],0.497175141242938,0.494350282485876,0.810272536687631,0.995836802664446,0.996666666666667,0.995833333333333,0.516304347826087,0.513513513513513,0.496401727170958,0.50415512465374,0.538461538461538,0.496257796257796,0.812435233160622,0.821802935010482,0.810272536687631
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.83566434 0.84615385 0.79020979 0.82167832 0.84859155],0.5875,0.641666666666667,0.890461215932914,0.983098591549296,0.977591036414566,0.983193277310924,0.631970260223048,0.658914728682171,0.581709616593337,0.666666666666667,0.774774774774775,0.650953278860256,0.892655367231638,0.910901467505241,0.890461215932914
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.69270833 0.609375   0.63684211 0.65263158 0.66842105],0.468553459119497,0.493710691823899,0.764779874213837,0.953781512605042,0.951781970649895,0.953878406708596,0.501474926253687,0.551948051948052,0.471095977193538,0.498442367601246,0.509554140127389,0.493907504846303,0.767990074441687,0.785532994923858,0.76496101117764
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.68907563 0.73109244 0.7394958  0.68487395 0.68220339],0.575,0.508333333333333,0.80503144654088,0.964646464646465,0.964646464646465,0.964646464646464,0.578512396694215,0.544041450777202,0.577409946945487,0.489913544668588,0.508982035928144,0.508377028326766,0.804004214963119,0.79979035639413,0.80503144654088
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svd,26,87,113, zones, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79166667 0.77777778 0.77777778 0.79166667 0.83098592],0.690376569037657,0.677824267782427,0.838628762541806,0.94150417827298,0.94150417827298,0.94150417827298,0.694214876033058,0.777777777777778,0.6980491942324,0.715867158671587,0.788617886178862,0.674481356882534,0.843216896831844,0.879661016949152,0.839170442467976
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6375     0.68333333 0.65       0.6875     0.68067227],0.580281690140845,0.571830985915493,0.642033542976939,0.703416149068323,0.756260434056761,0.681135225375626,0.610966057441253,0.664772727272727,0.580989715591671,0.597883597883598,0.631284916201117,0.571324276282377,0.666666666666667,0.715932914046122,0.642033542976939
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.61458333 0.68229167 0.625      0.66666667 0.62631579],0.564263322884012,0.520376175548589,0.794486215538847,0.96218487394958,0.95615866388309,0.962421711899791,0.569659442724458,0.601307189542484,0.565713835735097,0.537764350453172,0.52046783625731,0.52036905326379,0.795765877957659,0.795765877957659,0.794478147049447
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.83680556 0.86363636 0.84265734 0.84615385 0.82167832],0.605042016806723,0.592436974789916,0.886268343815514,0.981767180925666,0.977653631284916,0.981843575418994,0.614754098360656,0.669642857142857,0.608630952380952,0.60082304526749,0.579365079365079,0.593253968253968,0.886565603763722,0.888888888888889,0.886268343815514
ensemble_model_N8_B96_E104_nb_zones_12_lab_svd,8,96,104,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6993007  0.70979021 0.72027972 0.75524476 0.72377622],0.656903765690377,0.715481171548117,0.864255765199161,0.92264017033357,0.909090909090909,0.923776223776224,0.702898550724638,0.858407079646018,0.667298777918247,0.763888888888889,0.873015873015873,0.706419440932715,0.868727825646224,0.89832285115304,0.864255765199161
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.82291667 0.82291667 0.79787234 0.74468085 0.81914894],0.613924050632911,0.550632911392405,0.816455696202532,0.972631578947368,0.974683544303797,0.972573839662447,0.67379679144385,0.807692307692308,0.616346153846154,0.589595375722543,0.698630136986301,0.561079774375504,0.826347305389221,0.889175257731959,0.817721957224188
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.79370629 0.83216783 0.78321678 0.7972028  0.82867133],0.594142259414226,0.539748953974895,0.878406708595388,0.98240675580577,0.976223776223776,0.982517482517482,0.590717299578059,0.614035087719298,0.595017543859649,0.595588235294118,0.648,0.534526315789474,0.87979274611399,0.889937106918239,0.878406708595388
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.56770833 0.51041667 0.50526316 0.44210526 0.51052632],0.522012578616352,0.49685534591195,0.80125786163522,0.9958071278826,0.9958071278826,0.9958071278826,0.550295857988166,0.570552147239264,0.520759944587374,0.526627218934911,0.559748427672956,0.49685534591195,0.806134969325153,0.822277847309136,0.8011515658796
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108,8, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.72916667 0.71875    0.74736842 0.62105263],0.581761006289308,0.59748427672956,0.670226130653266,0.739644970414201,0.784518828451883,0.723849372384937,0.623229461756374,0.674846625766871,0.579358796754403,0.640449438202247,0.716981132075472,0.59748427672956,0.6952988972722,0.74875,0.669829545454545
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.88811189 0.88111888 0.88811189 0.83566434 0.88028169],0.616666666666667,0.583333333333333,0.89832285115304,0.99859747545582,0.997198879551821,0.99859943977591,0.687074829931973,0.821138211382114,0.611423806545758,0.635036496350365,0.743589743589744,0.587242026266417,0.902708124373119,0.943396226415094,0.89832285115304
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svd,40,30,70,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.86013986 0.86363636 0.86363636 0.87062937 0.88028169],0.558333333333333,0.558333333333333,0.878406708595388,0.98589562764457,0.978991596638655,0.985994397759104,0.646666666666667,0.795081967213115,0.554320644623506,0.649006622516556,0.830508474576271,0.562795220894693,0.885148514851485,0.937106918238994,0.878406708595388
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70,12, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.86805556 0.87062937 0.89160839 0.88811189 0.83566434],0.571428571428571,0.634453781512605,0.898846960167715,0.997214484679666,1,0.997206703910614,0.625,0.758928571428571,0.581845238095238,0.690391459074733,0.76984126984127,0.625992063492063,0.902966314731021,0.941299790356394,0.898846960167715
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67132867 0.65384615 0.66433566 0.67482517 0.6993007 ],0.514644351464435,0.573221757322176,0.811320754716981,0.90179806362379,0.911888111888112,0.900699300699301,0.516666666666667,0.508196721311475,0.514782121339498,0.560344827586207,0.555555555555556,0.572859744990893,0.812304483837331,0.816561844863732,0.811320754716981
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svd,26,87,113,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.72916667 0.79166667 0.82978723 0.75531915],0.487341772151899,0.5,0.797979797979798,1,1,1,0.552486187845304,0.649350649350649,0.491341991341991,0.515337423312884,0.608695652173913,0.512212994626282,0.804878048780488,0.859375,0.799785539215686
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.90625    0.82291667 0.89583333 0.78125   ],0.54375,0.49375,0.7925,0.974683544303798,0.9625,0.975,0.552147239263804,0.576923076923077,0.544559099437148,0.557377049180328,0.621951219512195,0.490462789243277,0.797560975609756,0.8175,0.7925
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.85416667 0.85416667 0.82978723 0.86170213],0.544303797468354,0.531645569620253,0.815656565656566,1,1,1,0.647058823529412,0.846153846153846,0.548076923076923,0.614583333333333,0.786666666666667,0.543935742971888,0.832568807339449,0.928388746803069,0.817062203825475
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdn,4,98,102,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.55902778 0.5        0.5034965  0.53846154 0.47202797],0.506329113924051,0.540084388185654,0.881551362683438,1,1,1,0.518518518518518,0.547826086956522,0.50751960085531,0.555102040816327,0.557377049180328,0.539558089807555,0.882414151925078,0.888888888888889,0.881551362683438
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.75347222 0.74305556 0.77272727 0.74475524 0.75524476],0.582278481012658,0.561181434599156,0.883123689727463,0.985994397759104,0.98186889818689,0.9860529986053,0.517073170731707,0.43801652892562,0.585387574807638,0.490196078431373,0.431034482758621,0.55849244799088,0.878606423516603,0.845911949685535,0.883123689727463
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.64166667 0.6125     0.7        0.70416667 0.65546218],0.461971830985916,0.501408450704225,0.602201257861635,0.665526090675791,0.649415692821369,0.673622704507512,0.455840455840456,0.43956043956044,0.462554786254208,0.515068493150685,0.543352601156069,0.502445531347265,0.597347480106101,0.590146750524109,0.602201257861635
svm_model_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.84027778 0.86111111 0.87412587 0.87412587 0.86713287],0.464135021097046,0.578059071729958,0.880503144654088,0.999303135888502,1,0.999302649930265,0.473029045643153,0.553398058252427,0.474460223156064,0.645390070921986,0.67910447761194,0.562853209679757,0.883554647599591,0.906708595387841,0.880503144654088
svm_model_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113,6, lab, svdn,708,236,236,0.6,0.2,0.2, [0.55633803 0.59859155 0.5915493  0.54929577 0.61428571],0.538135593220339,0.597457627118644,0.584745762711864,0.629533678756477,0.686440677966101,0.596045197740113,0.579150579150579,0.604838709677419,0.534562211981567,0.627450980392157,0.655737704918033,0.595412712108139,0.618973561430793,0.663333333333333,0.583390804597701
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.47916667 0.425      0.50840336 0.53361345 0.44117647],0.470588235294118,0.512605042016807,0.802410901467505,0.988274706867672,0.988274706867672,0.988274706867672,0.470588235294118,0.464088397790055,0.470680562531391,0.505681818181818,0.505681818181818,0.512509417378202,0.801891749868628,0.79979035639413,0.802410901467505
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svd,26,87,113,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.92708333 0.84375    0.82291667 0.86170213 0.82978723],0.563291139240506,0.487341772151899,0.803030303030303,0.987234042553192,0.974789915966386,0.987394957983193,0.543046357615894,0.539473684210526,0.562419768934532,0.520710059171598,0.55,0.486538461538462,0.80253164556962,0.804568527918782,0.803038032803612
ensemble_model_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.90277778 0.91666667 0.8986014  0.91258741 0.92657343],0.670886075949367,0.594936708860759,0.906184486373166,0.996510816468946,0.99581589958159,0.996513249651325,0.690476190476191,0.743589743589744,0.671794871794872,0.639097744360902,0.708333333333333,0.593482905982906,0.908252178370067,0.928721174004193,0.906184486373166
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.59090909 0.57692308 0.59440559 0.6048951  0.55594406],0.460251046025105,0.531380753138075,0.80398322851153,0.906797477224947,0.904895104895105,0.906993006993007,0.460251046025105,0.466101694915254,0.460323574730355,0.5625,0.59504132231405,0.530571508614652,0.805411030176899,0.811320754716981,0.80398322851153
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51048951 0.47902098 0.46503497 0.47202797 0.47535211],0.504166666666667,0.508333333333333,0.875786163522013,1,1,1,0.514285714285714,0.520661157024793,0.504028057503993,0.535433070866142,0.571428571428571,0.508854781582054,0.877010897768552,0.885744234800839,0.875786163522013
ensemble_model_N16_B92_E108_nb_zones_10_lab_svd,16,92,108,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.74789916 0.77310924 0.78991597 0.7605042  0.77542373],0.680555555555556,0.675,0.848008385744235,0.950086058519793,0.929292929292929,0.951178451178451,0.686648501362398,0.681081081081081,0.680540540540541,0.677685950413223,0.702857142857143,0.675752895752896,0.846723044397463,0.839622641509434,0.848008385744235
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,954,318,318,0.6,0.2,0.2, [0.55208333 0.52604167 0.51578947 0.52105263 0.50526316],0.49685534591195,0.481132075471698,0.791823899371069,0.993684210526316,0.989517819706499,0.993710691823899,0.473684210526316,0.464516129032258,0.496061745497724,0.489164086687306,0.5,0.48125,0.790107799619531,0.788607594936709,0.791803797468354
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.83333333 0.85416667 0.91666667 0.84375    0.88541667],0.49375,0.53125,0.79375,0.981132075471698,0.975,0.98125,0.547486033519553,0.644736842105263,0.50093984962406,0.630541871921182,0.790123456790123,0.527973120800125,0.807916181606519,0.874055415617129,0.794347807064147
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.875      0.86458333 0.85416667 0.84375    0.88541667],0.525,0.54375,0.8125,0.997912317327766,0.995833333333333,0.997916666666667,0.591397849462366,0.714285714285714,0.53184165232358,0.625641025641026,0.74390243902439,0.538617886178862,0.825581395348837,0.889724310776942,0.812692579328621
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.47202797 0.53146853 0.47552448 0.51408451],0.5125,0.520833333333333,0.878406708595388,1,1,1,0.518518518518518,0.529411764705882,0.512639766650462,0.526748971193416,0.528925619834711,0.520765330925759,0.878787878787879,0.881551362683438,0.878406708595388
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.61888112 0.60839161 0.63986014 0.63636364 0.63380282],0.620833333333333,0.579166666666667,0.839098532494759,0.921394395078606,0.943977591036414,0.919467787114846,0.518518518518519,0.429824561403509,0.611737677527151,0.487309644670051,0.380952380952381,0.589598997493734,0.833964305029746,0.808176100628931,0.839098532494759
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.546875   0.47395833 0.53125    0.44270833 0.578125  ],0.515625,0.49375,0.669375,0.782340862422998,0.79375,0.779166666666667,0.550724637681159,0.555555555555556,0.512677106636838,0.53448275862069,0.560240963855422,0.491159442966672,0.682663467306539,0.696450428396573,0.668787155449883
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.61666667 0.7        0.59583333 0.62605042 0.67226891],0.620786516853933,0.615168539325843,0.645702306079665,0.674193548387097,0.698996655518395,0.662207357859532,0.705882352941176,0.866310160427807,0.607711293231655,0.673031026252983,0.834319526627219,0.62571591304623,0.680830972615675,0.755765199161426,0.645702306079665
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.73157895 0.67894737 0.72105263 0.76315789 0.73404255],0.632911392405063,0.572784810126582,0.739873417721519,0.821428571428571,0.776371308016878,0.831223628691983,0.635220125786163,0.63125,0.632932692307692,0.576802507836991,0.55421686746988,0.573775100401606,0.731898238747554,0.70125,0.74036858974359
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.73529412 0.70588235 0.70168067 0.74369748 0.74152542],0.469444444444444,0.511111111111111,0.752620545073375,0.910179640718563,0.895622895622896,0.911616161616161,0.473829201101928,0.44559585492228,0.471300921473116,0.5,0.526946107784431,0.512177717104651,0.749469214437367,0.740041928721174,0.752620545073375
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.71875    0.73958333 0.75       0.7027972  0.65734266],0.580508474576271,0.567796610169492,0.724842767295598,0.775312066574202,0.778551532033426,0.774373259052925,0.647686832740214,0.827272727272727,0.596176046176046,0.657718120805369,0.777777777777778,0.552525252525253,0.740227610094013,0.784067085953878,0.724842767295598
ensemble_model_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.5        0.52097902 0.5        0.52447552],0.472573839662447,0.49789029535865,0.872117400419287,1,1,1,0.444444444444444,0.427350427350427,0.472008547008547,0.502092050209205,0.5,0.497863247863248,0.871443624868282,0.866876310272536,0.872117400419287
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.50526316 0.49473684 0.57894737 0.52105263],0.514195583596215,0.514195583596215,0.800126103404792,0.990556138509969,0.991596638655462,0.990546218487395,0.524691358024691,0.534591194968553,0.514131040522251,0.524691358024691,0.518292682926829,0.514048302247728,0.801998750780762,0.803504380475594,0.800100347798153
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.45789474 0.55789474 0.51578947 0.56315789 0.45263158],0.5,0.503164556962025,0.800884955752212,1,1,1,0.490322580645161,0.487179487179487,0.499839743589744,0.513931888544892,0.538961038961039,0.504048420715087,0.801010739102969,0.807643312101911,0.800935834219086
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.73333333 0.63333333 0.67083333 0.62916667 0.6302521 ],0.585915492957746,0.608450704225352,0.774633123689728,0.882544861337684,0.903171953255426,0.879799666110184,0.614173228346457,0.664772727272727,0.586576307770442,0.635170603674541,0.675977653631285,0.607875190452006,0.783702213279678,0.816561844863732,0.774633123689727
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,474,158,158,0.6,0.2,0.2, [0.83333333 0.75       0.90425532 0.89361702 0.84042553],0.588607594936709,0.607594936708861,0.836708860759494,0.995798319327731,1,0.9957805907173,0.56953642384106,0.544303797468354,0.588607594936709,0.563380281690141,0.519480519480519,0.605419272085939,0.83224967490247,0.814249363867684,0.836595714679434
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74825175 0.76923077 0.68881119 0.6993007  0.74825175],0.539748953974895,0.594142259414226,0.853249475890985,0.94862772695285,0.942657342657343,0.948951048951049,0.56,0.555555555555556,0.538839724680433,0.557077625570776,0.539823008849557,0.59134007585335,0.851851851851852,0.843815513626834,0.853249475890985
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.82291667 0.83333333 0.85416667 0.84042553 0.88297872],0.443037974683544,0.487341772151899,0.779040404040404,0.987341772151899,0.983193277310924,0.987394957983193,0.469879518072289,0.481481481481482,0.442039442039442,0.531791907514451,0.613333333333333,0.493413654618474,0.784747847478475,0.809644670050762,0.779194194321863
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57986111 0.61538462 0.58741259 0.59440559 0.59090909],0.512605042016807,0.605042016806723,0.809748427672956,0.892025405786874,0.88268156424581,0.893156424581006,0.447619047619048,0.394957983193277,0.512605042016807,0.564814814814815,0.512605042016807,0.605042016806723,0.803038524145415,0.775681341719077,0.809748427672956
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.4375     0.53125    0.42708333 0.47916667],0.46875,0.55,0.52125,0.575187969924812,0.6375,0.529166666666667,0.491017964071856,0.518987341772152,0.469370214095952,0.566265060240964,0.540229885057471,0.550936860336955,0.557225433526012,0.5935960591133,0.520148283363757
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.65625    0.66145833 0.64583333 0.66666667 0.61458333],0.603125,0.59375,0.82625,0.978193146417446,0.98125,0.978125,0.646239554317549,0.748387096774194,0.60752688172043,0.622093023255814,0.664596273291926,0.593304425954139,0.833133253301321,0.871859296482412,0.826476911922798
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.50347222 0.52430556 0.48951049 0.54545455 0.53846154],0.50210970464135,0.489451476793249,0.874737945492663,1,1,1,0.524193548387097,0.537190082644628,0.501353662011969,0.502057613168724,0.525862068965517,0.490203761755486,0.875844155844156,0.883647798742138,0.874737945492663
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svd,8,96,104,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.72916667 0.67361111 0.6958042  0.7027972  0.72027972],0.561181434599156,0.472573839662447,0.75104821802935,0.820960698689956,0.786610878661088,0.828451882845188,0.566666666666667,0.581196581196581,0.561431623931624,0.509803921568627,0.541666666666667,0.471688034188034,0.745853397538791,0.730607966457023,0.75104821802935
ensemble_model_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.57638889 0.59027778 0.49305556 0.58333333 0.56944444],0.591666666666667,0.516666666666667,0.820833333333333,0.998609179415855,0.997222222222222,0.998611111111111,0.604838709677419,0.590551181102362,0.591735767542331,0.53968253968254,0.571428571428571,0.517119244391972,0.823625922887613,0.828382838283828,0.820757075707571
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.56293706 0.54195804 0.54195804 0.57692308 0.55985915],0.5375,0.516666666666667,0.872641509433962,0.988826815642458,0.991596638655462,0.988795518207283,0.557768924302789,0.564516129032258,0.536568409343715,0.56390977443609,0.646551724137931,0.520856507230256,0.875320677270395,0.894129979035639,0.872641509433962
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,1434,478,478,0.6,0.2,0.2, [0.54513889 0.52777778 0.56293706 0.55244755 0.58041958],0.578059071729958,0.523206751054852,0.878930817610063,0.987465181058496,0.98884239888424,0.98744769874477,0.576271186440678,0.591304347826087,0.578439059158945,0.563706563706564,0.598360655737705,0.520919458303635,0.880372863801139,0.890985324947589,0.878930817610063
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.66319444 0.64930556 0.67832168 0.64335664 0.67832168],0.582278481012658,0.535864978902954,0.645178197064989,0.712883435582822,0.810320781032078,0.673640167364017,0.556053811659193,0.508196721311475,0.584533143264433,0.490740740740741,0.460869565217391,0.533713471133286,0.672788786853552,0.729559748427673,0.645178197064989
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdn,26,87,113,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.5625     0.59375    0.55208333 0.53125   ],0.54375,0.49375,0.8075,1,1,1,0.605405405405406,0.658823529411765,0.536078431372549,0.514970059880239,0.597222222222222,0.503156565656566,0.814903846153846,0.853904282115869,0.807845441306073
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48958333 0.55244755 0.5034965  0.51748252 0.53496503],0.529411764705882,0.495798319327731,0.869496855345912,0.988186240444753,0.993016759776536,0.988128491620112,0.525423728813559,0.525423728813559,0.529378531073446,0.482758620689655,0.466666666666667,0.496045197740113,0.869428421604614,0.868972746331237,0.869496855345912
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.84375    0.82291667 0.83333333 0.88297872],0.547169811320755,0.566037735849057,0.819095477386935,0.993736951983299,0.99581589958159,0.993723849372385,0.628865979381443,0.717647058823529,0.53449920508744,0.61878453038674,0.736842105263158,0.573240329740013,0.831381733021077,0.8875,0.81875
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113,4, low_bits_3, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.69148936 0.73404255 0.69148936 0.68085106],0.474358974358974,0.538461538461538,0.635549872122762,0.710816777041942,0.685106382978723,0.721276595744681,0.405797101449275,0.341463414634146,0.481542518127884,0.5,0.493150684931507,0.535731968971777,0.612244897959184,0.576923076923077,0.635400313971743
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.53125    0.53125    0.55208333 0.4893617 ],0.459119496855346,0.534591194968553,0.760050251256281,0.93446088794926,0.924686192468619,0.935146443514644,0.481927710843373,0.481927710843373,0.458069118579582,0.54320987654321,0.594594594594595,0.538473767885533,0.761548064918852,0.77020202020202,0.76010101010101
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113,4, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5        0.53125    0.57291667 0.55208333 0.61702128],0.477987421383648,0.59748427672956,0.815326633165829,1,1,1,0.37593984962406,0.36231884057971,0.464492753623188,0.529411764705882,0.571428571428571,0.593005952380952,0.803212851405622,0.808625336927224,0.814900903757729
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdne,16,92,108,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.68229167 0.66842105 0.76842105 0.67368421 0.69473684],0.56782334384858,0.542586750788643,0.67780580075662,0.741826381059752,0.691176470588235,0.759453781512605,0.550819672131148,0.51219512195122,0.569823051171688,0.501718213058419,0.470967741935484,0.541039426523297,0.655428186109238,0.611320754716981,0.677973904539274
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.62184874 0.56302521 0.57142857 0.59663866 0.58403361],0.518105849582173,0.537604456824513,0.810272536687631,0.980623420387532,0.978151260504201,0.980672268907563,0.566416040100251,0.60752688172043,0.514746099819753,0.560846560846561,0.61271676300578,0.540229349244826,0.815682281059063,0.839622641509434,0.810272536687631
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svd,8,96,104, zones, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74125874 0.6958042  0.74475524 0.72727273 0.70979021],0.581589958158996,0.665271966527197,0.833333333333333,0.903631284916201,0.904895104895105,0.903496503496504,0.626865671641791,0.711864406779661,0.583204930662558,0.708029197080292,0.801652892561983,0.663538310687771,0.838905775075988,0.867924528301887,0.833333333333333
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.79166667 0.71875    0.77659574 0.78723404 0.80851064],0.449367088607595,0.493670886075949,0.769620253164557,0.967880085653105,0.953586497890295,0.968354430379747,0.524590163934426,0.578313253012048,0.442489959839357,0.529411764705882,0.569620253164557,0.493670886075949,0.778048780487805,0.799498746867168,0.769314590824888
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.828125   0.77083333 0.76315789 0.82105263 0.76315789],0.635220125786163,0.635220125786163,0.844654088050315,0.984126984126984,0.974842767295598,0.984276729559748,0.639751552795031,0.66025641025641,0.635683760683761,0.656804733727811,0.69375,0.634849683544304,0.846105919003115,0.8562421185372,0.844683167173243
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdn,26,87,113,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.60416667 0.61458333 0.60416667 0.51041667],0.4625,0.45625,0.78375,1,1,1,0.455696202531646,0.439024390243902,0.463101938711695,0.485207100591716,0.5,0.455128205128205,0.785625774473358,0.784653465346535,0.783740874087409
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.625      0.71875    0.70212766 0.56382979],0.594936708860759,0.594936708860759,0.838383838383838,1,1,1,0.666666666666667,0.703296703296703,0.575528948663277,0.648351648351648,0.670454545454545,0.585227272727273,0.849411764705882,0.865707434052758,0.836853717026379
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.79166667 0.71354167 0.77083333 0.74479167 0.71354167],0.553125,0.54375,0.73375,0.853161843515541,0.829166666666667,0.857291666666666,0.515254237288136,0.5,0.550595238095238,0.560240963855422,0.553571428571429,0.543233082706767,0.726923076923077,0.70875,0.73375
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.59375    0.375      0.39583333 0.48958333],0.49375,0.48125,0.795,1,1,1,0.433566433566434,0.397435897435897,0.491400875547217,0.385185185185185,0.30952380952381,0.490288220551378,0.783641160949868,0.738805970149254,0.795282382059551
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.44791667 0.52631579 0.49473684 0.47894737],0.515723270440252,0.528301886792453,0.808805031446541,1,1,1,0.538922155688623,0.552147239263804,0.514783297051257,0.537037037037037,0.54375,0.528204113924051,0.811414392059553,0.8175,0.80875
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.65957447 0.60638298 0.60638298 0.45744681 0.53191489],0.435897435897436,0.506410256410256,0.782608695652174,0.989473684210526,1,0.98936170212766,0.516483516483517,0.528089887640449,0.420761361730673,0.549707602339181,0.618421052631579,0.509210526315789,0.794685990338164,0.8225,0.781668848167539
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svd,16,92,108, zones, lab, svd,1188,396,396,0.6,0.2,0.2, [0.78991597 0.76470588 0.79411765 0.79831933 0.77118644],0.605555555555555,0.622222222222222,0.80293501048218,0.917369308600337,0.915824915824916,0.917508417508418,0.596590909090909,0.58659217877095,0.605450785518072,0.632432432432432,0.646408839779006,0.622087101453749,0.80293501048218,0.80293501048218,0.80293501048218
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.50694444 0.59859155 0.45774648 0.55633803],0.508403361344538,0.512605042016807,0.789915966386555,0.975954738330976,0.966386554621849,0.976190476190476,0.526315789473684,0.565217391304348,0.510250972074938,0.495652173913043,0.435114503816794,0.521295569665406,0.788851351351351,0.774461028192371,0.790126595867906
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.6302521  0.64705882 0.67226891 0.61764706 0.68644068],0.586111111111111,0.594444444444444,0.780922431865828,0.894420600858369,0.877104377104377,0.896464646464647,0.624685138539043,0.656084656084656,0.582428292954609,0.585227272727273,0.60233918128655,0.594820384294069,0.781609195402299,0.784067085953878,0.780922431865828
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52797203 0.5034965  0.5        0.48951049 0.50699301],0.518828451882845,0.535564853556485,0.877882599580713,0.995087719298246,0.991608391608392,0.995104895104895,0.506437768240343,0.526785714285714,0.519298368953881,0.55421686746988,0.543307086614173,0.535046400449944,0.877818563188254,0.877358490566038,0.877882599580713
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.47894737 0.48421053 0.43157895 0.43684211 0.48947368],0.503164556962025,0.544303797468354,0.809734513274336,1,1,1,0.53134328358209,0.54601226993865,0.501764304903966,0.57396449704142,0.633986928104575,0.547054813745539,0.814540973505853,0.835651074589128,0.809734513274336
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.63333333 0.59583333 0.57983193 0.61764706 0.64285714],0.518207282913165,0.560224089635854,0.747379454926625,0.875305623471883,0.899497487437186,0.871859296482412,0.5,0.472527472527472,0.519120879120879,0.557746478873239,0.565714285714286,0.56032967032967,0.749740394600208,0.756813417190776,0.747379454926625
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.52430556 0.51388889 0.49300699 0.52097902 0.51398601],0.565400843881857,0.493670886075949,0.876834381551363,0.991678224687933,0.99721059972106,0.99163179916318,0.561702127659575,0.568965517241379,0.56547449415788,0.508196721311475,0.512396694214876,0.493267312624679,0.877667881311817,0.883647798742138,0.876834381551363
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.59895833 0.63541667 0.63157895 0.60526316],0.622641509433962,0.566037735849057,0.774497487437186,0.895768833849329,0.907949790794979,0.894351464435146,0.644970414201183,0.68125,0.622270569620253,0.620879120879121,0.724358974358974,0.568969610636277,0.785158587672053,0.826196473551637,0.774627058830956
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.75531915 0.80851064 0.80851064 0.82978723 0.86170213],0.493589743589744,0.461538461538462,0.781329923273657,0.982905982905983,0.978723404255319,0.982978723404255,0.572972972972973,0.697368421052632,0.498684210526316,0.56701030927835,0.662650602409639,0.447763657369203,0.798110979929162,0.857868020304568,0.780738133863624
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60069444 0.66783217 0.66433566 0.63286713 0.6958042 ],0.621848739495798,0.588235294117647,0.838050314465409,0.917631041524847,0.941340782122905,0.915502793296089,0.612068965517241,0.581967213114754,0.622880158281515,0.542056074766355,0.5,0.586065573770492,0.83864229765013,0.841719077568134,0.838050314465409
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.51260504 0.50840336 0.50420168 0.54237288],0.505555555555556,0.486111111111111,0.809748427672956,1,1,1,0.541237113402062,0.527638190954774,0.502949530259996,0.457478005865103,0.484472049689441,0.485954617809545,0.810641627543036,0.814465408805031,0.809748427672956
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.48601399 0.4965035  0.53146853 0.54929577],0.483333333333333,0.491666666666667,0.861635220125786,0.987394957983193,0.987394957983193,0.987394957983193,0.504,0.516393442622951,0.482772992497916,0.5,0.516949152542373,0.492081133648236,0.86264308012487,0.868972746331237,0.861635220125786
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.48958333 0.54166667 0.52083333 0.5        0.59574468],0.550632911392405,0.506329113924051,0.806818181818182,0.991666666666667,1,0.991596638655462,0.574850299401198,0.648648648648649,0.556467181467181,0.535714285714286,0.523255813953488,0.5046834625323,0.812269938650307,0.831658291457286,0.80669208989108
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.76041667 0.73958333 0.80208333 0.73404255],0.490566037735849,0.50314465408805,0.776381909547739,0.96218487394958,0.9581589958159,0.96234309623431,0.526315789473684,0.584415584415584,0.493427304402914,0.572972972972973,0.609195402298851,0.492097701149425,0.786057692307692,0.811414392059553,0.775936203663364
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.88541667 0.79166667 0.85416667 0.75531915 0.80851064],0.582278481012658,0.626582278481013,0.777777777777778,0.895705521472392,0.920168067226891,0.892857142857143,0.676470588235294,0.802325581395349,0.560885012919897,0.706467661691542,0.865853658536585,0.617137355584082,0.803131991051454,0.88423645320197,0.77501978100513
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53496503 0.52797203 0.46853147 0.51048951 0.4965035 ],0.476987447698745,0.539748953974895,0.541404612159329,0.549929676511955,0.546853146853147,0.552447552447553,0.493927125506073,0.480314960629921,0.476764623172103,0.481132075471698,0.455357142857143,0.5347651856018,0.534821903242956,0.527253668763103,0.541404612159329
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.40625    0.45833333 0.52083333 0.5       ],0.534591194968553,0.459119496855346,0.797738693467337,0.9979035639413,0.99581589958159,0.997907949790795,0.55421686746988,0.534883720930232,0.534565148136349,0.455696202531646,0.455696202531646,0.459098101265823,0.799001248439451,0.792079207920792,0.79782531824611
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.51048951 0.4965035  0.47202797 0.5       ],0.504166666666667,0.516666666666667,0.871069182389937,0.992280701754386,0.990196078431373,0.992296918767507,0.510288065843621,0.508196721311475,0.504098360655738,0.516666666666667,0.525423728813559,0.516810225062517,0.871069182389937,0.871069182389937,0.871069182389937
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdne,16,92,108,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.734375   0.78947368 0.79473684 0.77894737 0.74736842],0.574132492113565,0.561514195583596,0.802017654476671,0.957627118644068,0.949579831932773,0.957983193277311,0.623955431754875,0.70440251572327,0.573720245203407,0.614958448753463,0.707006369426751,0.562878184713376,0.811298076923077,0.852272727272727,0.802080948019235
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdne,26,87,113,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.77083333 0.77083333 0.8125     0.73404255 0.75531915],0.506329113924051,0.525316455696203,0.737373737373737,0.884210526315789,0.882352941176471,0.884453781512605,0.571428571428571,0.675324675324675,0.510501843835177,0.623115577889447,0.696629213483146,0.500488519785051,0.757009345794392,0.801980198019802,0.736041645401654
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.67132867 0.69230769 0.70629371 0.72887324],0.516666666666667,0.495833333333333,0.689203354297694,0.740524781341108,0.711484593837535,0.750700280112045,0.557251908396947,0.598360655737705,0.515282022784107,0.53639846743295,0.593220338983051,0.497429841622673,0.687071240105541,0.682389937106918,0.689203354297694
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.48958333 0.44791667 0.54166667 0.4893617 ],0.553459119496855,0.490566037735849,0.757537688442211,0.912951167728238,0.899581589958159,0.914225941422594,0.523489932885906,0.5,0.552469135802469,0.41726618705036,0.3625,0.491376582278481,0.745718050065876,0.712846347607053,0.757425680069191
svm_model_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.88194444 0.85416667 0.83333333 0.84507042 0.87323944],0.626050420168067,0.617647058823529,0.809563758389262,0.934081346423562,0.930167597765363,0.934357541899441,0.600896860986547,0.638095238095238,0.627318295739348,0.659176029962547,0.692913385826772,0.612222458679152,0.811305070656692,0.827118644067797,0.809738724027254
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.58333333 0.55208333 0.61702128 0.5        0.5212766 ],0.531645569620253,0.518987341772152,0.544303797468354,0.567901234567901,0.582278481012658,0.556962025316456,0.569767441860465,0.576470588235294,0.527961321514907,0.512820512820513,0.512820512820513,0.518910256410256,0.557739557739558,0.5675,0.54400641025641
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.875      0.81914894 0.84042553 0.86170213],0.569620253164557,0.620253164556962,0.829113924050633,0.985074626865672,0.974683544303797,0.985232067510548,0.595238095238095,0.675675675675676,0.575933075933076,0.647058823529412,0.625,0.619642857142857,0.83271375464684,0.842105263157895,0.82898102032575
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.71180556 0.72569444 0.74475524 0.71678322 0.70979021],0.607594936708861,0.569620253164557,0.867924528301887,0.959774170783345,0.94839609483961,0.960251046025105,0.640926640926641,0.709401709401709,0.608867521367521,0.567796610169491,0.558333333333333,0.569764957264957,0.868200836820084,0.870020964360587,0.867924528301887
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,1428,476,476,0.6,0.2,0.2, [0.87762238 0.87062937 0.87412587 0.8986014  0.89788732],0.529166666666667,0.583333333333333,0.883647798742138,0.993666432090077,0.988795518207283,0.993697478991597,0.576779026217229,0.652542372881356,0.531189219227563,0.635036496350365,0.713114754098361,0.581133648235621,0.886850152905199,0.911949685534591,0.883647798742138
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80208333 0.75520833 0.75       0.765625   0.74736842],0.504702194357367,0.539184952978056,0.783208020050125,0.957157784743992,0.95615866388309,0.957202505219207,0.572972972972973,0.69281045751634,0.51206787936058,0.629722921914358,0.744047619047619,0.527652948596657,0.799303944315545,0.86125,0.783011934673367
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.89583333 0.90972222 0.86713287 0.91258741 0.90909091],0.561181434599156,0.518987341772152,0.884171907756813,0.997906489881368,0.99721059972106,0.997907949790795,0.603053435114504,0.642276422764228,0.557980316645272,0.512820512820513,0.526315789473684,0.519255455712452,0.885432866770347,0.895178197064989,0.884171907756813
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.84265734 0.82867133 0.86013986 0.86013986 0.87323944],0.6125,0.633333333333333,0.905136268343816,1,1,1,0.64638783269962,0.69672131147541,0.611072520144484,0.65625,0.711864406779661,0.634620727979994,0.9070364663585,0.925576519916142,0.905136268343816
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.8125     0.78125    0.75531915 0.81914894 0.80851064],0.607594936708861,0.60126582278481,0.777215189873418,0.886917960088692,0.843881856540084,0.892405063291139,0.621951219512195,0.6375,0.607211538461538,0.613496932515337,0.617283950617284,0.600849767516434,0.773778920308483,0.756281407035176,0.777375397395139
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.61344538 0.62605042 0.6512605  0.67226891 0.6440678 ],0.411111111111111,0.430555555555556,0.723794549266247,0.905335628227194,0.885521885521885,0.907407407407407,0.420765027322404,0.469512195121951,0.415878546540567,0.456233421750663,0.438775510204082,0.429753608760577,0.723359580052493,0.722222222222222,0.723794549266247
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.77604167 0.796875   0.75       0.78645833 0.81770833],0.540625,0.5625,0.8125,0.986358866736621,0.979166666666667,0.986458333333333,0.555891238670695,0.597402597402597,0.542677202315756,0.588235294117647,0.595238095238095,0.56077694235589,0.815270935960591,0.825436408977556,0.812467577922362
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.93706294 0.91608392 0.91258741 0.90559441 0.92957746],0.620833333333333,0.6625,0.906184486373166,0.995094604064471,0.994397759103642,0.995098039215686,0.680701754385965,0.815126050420168,0.622439058267935,0.717770034843206,0.851239669421488,0.660913952357803,0.910455227613807,0.953878406708595,0.906184486373166
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdne,26,87,113,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.8125     0.8125     0.82291667 0.86458333],0.5125,0.6125,0.80125,0.960498960498961,0.9625,0.960416666666667,0.518518518518519,0.538461538461538,0.513133208255159,0.630952380952381,0.6625,0.6125,0.803945745992602,0.819095477386935,0.801338783469587
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svd,8,96,104,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72727273 0.66783217 0.71678322 0.72027972 0.72727273],0.514644351464435,0.556485355648536,0.855870020964361,0.962223806129722,0.944055944055944,0.962937062937063,0.512605042016807,0.508333333333333,0.514670868347339,0.558333333333333,0.563025210084034,0.556512605042017,0.853801169590643,0.841719077568134,0.85587002096436
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.7027972  0.64685315 0.65034965 0.59090909 0.68661972],0.504166666666667,0.5625,0.811844863731656,0.905395935529082,0.904761904761905,0.90546218487395,0.550943396226415,0.59349593495935,0.50187617260788,0.591439688715953,0.64957264957265,0.564623723160308,0.815802975885069,0.833333333333333,0.811844863731656
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.52083333 0.5212766  0.55319149 0.5       ],0.525316455696203,0.481012658227848,0.80126582278481,1,1,1,0.556213017751479,0.671428571428571,0.54025974025974,0.544444444444444,0.604938271604938,0.477793811127144,0.809234507897934,0.858247422680412,0.802258039698415
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.83333333 0.89583333 0.93617021 0.84042553 0.85106383],0.550632911392405,0.620253164556962,0.818987341772152,0.97489539748954,0.983122362869198,0.974683544303797,0.624338624338624,0.710843373493976,0.542088353413655,0.67032967032967,0.734939759036145,0.614136546184739,0.831566548881037,0.875930521091811,0.817810221786216
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.7972028  0.81118881 0.76223776 0.75874126 0.82042254],0.504166666666667,0.545833333333333,0.873689727463312,0.990864371047084,0.987394957983193,0.990896358543417,0.588235294117647,0.708333333333333,0.504166666666667,0.637873754152824,0.8,0.545833333333333,0.880278191753601,0.928721174004193,0.873689727463312
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.51048951 0.52097902 0.58041958 0.50352113],0.533333333333333,0.470833333333333,0.871593291404612,0.995786516853932,0.992997198879552,0.995798319327731,0.552,0.565573770491803,0.532786885245902,0.464135021097046,0.466101694915254,0.470755765490414,0.871794871794872,0.873165618448637,0.871593291404612
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.5979021  0.65734266 0.66083916 0.58391608 0.64335664],0.535564853556485,0.543933054393305,0.800314465408805,0.888426888426888,0.896503496503497,0.887412587412587,0.571428571428571,0.704761904761905,0.553873489694385,0.600732600732601,0.611940298507463,0.53454157782516,0.807088607594937,0.835429769392034,0.800314465408805
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.50526316 0.54736842 0.50526316 0.53157895 0.54787234],0.518987341772152,0.474683544303798,0.794936708860759,0.993670886075949,0.993670886075949,0.993670886075949,0.509677419354839,0.503184713375796,0.518887954172175,0.48125,0.469512195121951,0.474887676508344,0.79467680608365,0.788679245283019,0.794976565316669
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.4375     0.47916667 0.51041667 0.54166667],0.50625,0.475,0.79625,1,1,1,0.483660130718954,0.480519480519481,0.505319981223596,0.382352941176471,0.342105263157895,0.468671679197995,0.788036410923277,0.770992366412214,0.795815593525517
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.88541667 0.90625    0.86458333 0.85416667],0.4625,0.475,0.7825,0.99163179916318,0.9875,0.991666666666667,0.505747126436781,0.571428571428571,0.466437177280551,0.548387096774194,0.662337662337662,0.481771240807385,0.79236276849642,0.842639593908629,0.783388762471556
ensemble_model_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.87762238 0.83566434 0.86013986 0.84265734 0.87676056],0.529166666666667,0.516666666666667,0.879979035639413,1,1,1,0.627062706270627,0.855855855855856,0.551958935679866,0.639751552795031,0.798449612403101,0.493819400796145,0.888455918168534,0.955974842767296,0.879979035639413
svm_model_N32_B84_E116_nb_zones_4_lab_svd,32,84,116,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.86458333 0.85416667 0.86458333 0.88297872],0.528301886792453,0.553459119496855,0.814070351758794,0.99581589958159,0.99581589958159,0.99581589958159,0.566473988439306,0.583333333333333,0.525,0.56969696969697,0.61038961038961,0.555194805194805,0.818627450980392,0.835,0.813964646464646
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.51388889 0.53125    0.54895105 0.51398601 0.49300699],0.50210970464135,0.523206751054852,0.872641509433962,0.991584852734923,0.9860529986053,0.99163179916318,0.516393442622951,0.529411764705882,0.501994017946161,0.523206751054852,0.525423728813559,0.523216066087452,0.872574724698479,0.872117400419287,0.872641509433962
ensemble_model_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113,6, lab, svdne,708,236,236,0.6,0.2,0.2, [0.74647887 0.90140845 0.87323944 0.80985915 0.84285714],0.622881355932203,0.63135593220339,0.843220338983051,0.987124463519313,0.974576271186441,0.98728813559322,0.671586715867159,0.791304347826087,0.627057132590729,0.674157303370787,0.79646017699115,0.638067486869559,0.850444624090542,0.903780068728522,0.844030502591686
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.61666667 0.55416667 0.66386555 0.63865546 0.66806723],0.574229691876751,0.605042016806723,0.779874213836478,0.896156991005724,0.917922948073702,0.893634840871022,0.604166666666667,0.703030303030303,0.583285984848485,0.671328671328671,0.75,0.593181818181818,0.793713163064833,0.846960167714885,0.779874213836478
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.5        0.53157895 0.52631579 0.43157895 0.44210526],0.518987341772152,0.471518987341772,0.79646017699115,0.996845425867508,0.997894736842105,0.996842105263158,0.555555555555556,0.579268292682927,0.51660783055199,0.498498498498498,0.525316455696203,0.471518987341772,0.801968019680197,0.818067754077792,0.796295023535711
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.47916667 0.48958333 0.53157895 0.43157895 0.48947368],0.474842767295598,0.462264150943396,0.564779874213836,0.602247191011236,0.561844863731656,0.628930817610063,0.422145328719723,0.393548387096774,0.472847813180289,0.408304498269896,0.371069182389937,0.462264150943396,0.528610354223433,0.490518331226296,0.564408101783361
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,954,318,318,0.6,0.2,0.2, [0.71354167 0.77083333 0.77894737 0.72631579 0.80526316],0.569182389937107,0.525157232704403,0.792452830188679,0.95531914893617,0.941299790356394,0.955974842767296,0.591044776119403,0.630573248407643,0.569945009296989,0.53822629969419,0.556962025316456,0.525356012658228,0.794007490636704,0.803030303030303,0.792492595124174
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,480,160,160,0.6,0.2,0.2, [0.86458333 0.83333333 0.82291667 0.80208333 0.82291667],0.50625,0.575,0.805,0.981132075471698,0.975,0.98125,0.548571428571429,0.585365853658537,0.50422138836773,0.564102564102564,0.578947368421053,0.575187969924812,0.806930693069307,0.819095477386935,0.805070126753169
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62237762 0.63286713 0.61888112 0.62587413 0.61188811],0.518828451882845,0.598326359832636,0.833333333333333,0.925848925848926,0.934265734265734,0.925174825174825,0.484304932735426,0.453781512605042,0.518557422969188,0.593220338983051,0.583333333333333,0.598389355742297,0.832807570977918,0.830188679245283,0.833333333333333
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdne,4,98,102,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.64685315 0.58741259 0.64335664 0.61888112 0.59507042],0.591666666666667,0.629166666666667,0.634696016771488,0.662251655629139,0.700280112044818,0.642857142857143,0.455555555555556,0.353448275862069,0.583982202447163,0.552763819095477,0.443548387096774,0.635567296996663,0.631021704605611,0.624737945492663,0.634696016771488
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.51041667 0.4787234  0.54255319 0.5212766 ],0.487341772151899,0.455696202531646,0.786075949367089,0.995762711864407,0.991561181434599,0.9957805907173,0.448979591836735,0.423076923076923,0.486538461538462,0.4625,0.468354430379747,0.455696202531646,0.783055198973042,0.774111675126904,0.786045736553351
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.6875     0.71875    0.67708333 0.71875    0.71875   ],0.5625,0.6,0.6875,0.753191489361702,0.7375,0.758333333333333,0.593023255813953,0.689189189189189,0.571338780641106,0.663157894736842,0.663157894736842,0.585425101214575,0.699519230769231,0.711491442542787,0.686947767307199
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.85416667 0.89583333 0.91666667 0.90425532],0.559748427672956,0.591194968553459,0.82537688442211,0.991561181434599,0.98326359832636,0.99163179916318,0.597701149425287,0.712328767123288,0.571280662631411,0.666666666666667,0.722222222222222,0.571256038647343,0.835112692763938,0.875621890547264,0.824866782837084
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.52083333 0.5625     0.53191489 0.44680851],0.544303797468354,0.5,0.809343434343434,1,1,1,0.555555555555556,0.592105263157895,0.546052631578947,0.526946107784431,0.530120481927711,0.498393574297189,0.812422360248447,0.82367758186398,0.80930714536237
ensemble_model_N32_B84_E116_nb_zones_4_lab_svd,32,84,116,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.875      0.86458333 0.89583333 0.86458333 0.86458333],0.575,0.625,0.83125,0.985263157894737,0.975,0.985416666666667,0.580246913580247,0.602564102564102,0.57567229518449,0.63855421686747,0.716216216216216,0.631363922061597,0.831880448318804,0.852040816326531,0.831657663065226
svm_model_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.53146853 0.59090909 0.48951049 0.51760563],0.508333333333333,0.495833333333333,0.537735849056604,0.535740072202166,0.519607843137255,0.549719887955182,0.48695652173913,0.474576271186441,0.507779938871909,0.457399103139013,0.418032786885246,0.497151986662962,0.520130576713819,0.50104821802935,0.537735849056604
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113,6, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.83802817 0.78873239 0.83802817 0.80985915 0.83571429],0.593220338983051,0.588983050847458,0.788135593220339,0.918687589158345,0.909604519774011,0.919491525423729,0.668965517241379,0.795081967213115,0.586137474834628,0.681967213114754,0.8,0.565094339622642,0.807098765432099,0.863036303630363,0.78604776853992
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55       0.47083333 0.50833333 0.53361345 0.5       ],0.485955056179775,0.471910112359551,0.80293501048218,0.99581589958159,0.994983277591973,0.995819397993311,0.484507042253521,0.497109826589595,0.486259831327585,0.474860335195531,0.46448087431694,0.472124830222054,0.80293501048218,0.80293501048218,0.80293501048218
svm_model_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.56302521 0.54201681 0.5        0.50840336 0.51694915],0.541666666666667,0.505555555555556,0.539832285115304,0.568896051571313,0.594276094276094,0.5496632996633,0.582278481012658,0.572139303482587,0.537641978785319,0.482558139534884,0.522012578616352,0.507274946024594,0.556565656565657,0.577568134171908,0.539832285115304
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.46153846 0.51048951 0.47202797 0.51748252 0.47183099],0.533333333333333,0.5,0.873689727463312,0.993693062368605,0.992997198879552,0.993697478991597,0.529411764705882,0.529411764705882,0.533300923675255,0.44954128440367,0.40495867768595,0.500798666574068,0.872012745618694,0.860587002096436,0.873689727463312
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.79166667 0.77430556 0.81118881 0.79370629 0.78671329],0.523206751054852,0.578059071729958,0.841194968553459,0.93801652892562,0.94979079497908,0.93723849372385,0.502202643171806,0.483050847457627,0.52303802877083,0.579831932773109,0.579831932773109,0.578051559606894,0.841940532081377,0.845911949685535,0.841194968553459
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.80208333 0.75520833 0.82105263 0.75263158 0.75789474],0.537735849056604,0.562893081761006,0.79622641509434,0.96,0.955974842767296,0.960167714884696,0.55045871559633,0.573248407643312,0.538176998852712,0.597101449275362,0.628048780487805,0.560777636997149,0.800246609124538,0.81328320802005,0.796161806030227
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdne,32,34,66,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78819444 0.81118881 0.7972028  0.8041958  0.79020979],0.546218487394958,0.53781512605042,0.838050314465409,0.934390771449171,0.905027932960894,0.93645251396648,0.560975609756097,0.575,0.545974576271186,0.504504504504505,0.474576271186441,0.53728813559322,0.833423180592992,0.810272536687631,0.838050314465409
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102,12, low_bits_6, svdne,1440,480,480,0.6,0.2,0.2, [0.60763889 0.625      0.63194444 0.625      0.65277778],0.632478632478632,0.628205128205128,0.641509433962264,0.675143038779402,0.7375,0.645138888888889,0.676691729323308,0.775862068965517,0.633693746347165,0.666666666666667,0.73728813559322,0.627264757451783,0.674285714285714,0.742138364779874,0.641509433962264
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.82167832 0.80769231 0.80769231 0.83566434 0.8556338 ],0.595833333333333,0.5875,0.820754716981132,0.894812680115274,0.869747899159664,0.897759103641457,0.642066420664207,0.756521739130435,0.602260869565217,0.623574144486692,0.656,0.584521739130435,0.822060353798127,0.828092243186583,0.820754716981132
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.86458333 0.77083333 0.82291667 0.80851064],0.471698113207547,0.515723270440252,0.75251256281407,0.922077922077922,0.891213389121339,0.924686192468619,0.481481481481482,0.527027027027027,0.475278219395867,0.56,0.576470588235294,0.51120826709062,0.753441802252816,0.756281407035176,0.75251256281407
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.66666667 0.72916667 0.63829787 0.65957447 0.60638298],0.582278481012658,0.531645569620253,0.813924050632911,0.985263157894737,0.987341772151899,0.985232067510548,0.641304347826087,0.694117647058823,0.573086220789686,0.569767441860465,0.597560975609756,0.529043645699615,0.823104693140794,0.846534653465347,0.813163699789668
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.8125     0.83333333 0.77464789 0.77464789 0.77464789],0.647058823529412,0.701680672268908,0.847899159663866,0.963483146067416,0.96078431372549,0.96358543417367,0.674418604651163,0.743589743589744,0.648654375927103,0.714859437751004,0.741666666666667,0.701341807909604,0.851517637407711,0.873737373737374,0.847942512372042
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.75       0.72340426 0.75531915 0.65957447],0.607594936708861,0.582278481012658,0.69873417721519,0.762931034482758,0.746835443037975,0.767932489451477,0.602564102564102,0.712121212121212,0.622364953886693,0.616279069767442,0.6625,0.58125,0.69949494949495,0.723237597911227,0.699456636793451
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svd,26,87,113,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.79861111 0.81690141 0.81690141 0.81690141 0.81690141],0.523206751054852,0.527426160337553,0.775716694772344,0.94249649368864,0.943820224719101,0.942415730337079,0.616949152542373,0.764705882352941,0.522183449651047,0.631578947368421,0.786885245901639,0.519529579472559,0.797256097560976,0.876046901172529,0.77503533513635
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svd,32,84,116, zones, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.83333333 0.85416667 0.88541667 0.78723404 0.80851064],0.69620253164557,0.632911392405063,0.86489898989899,0.997894736842105,0.995798319327731,0.997899159663866,0.736263736263736,0.736263736263736,0.689027390519928,0.681318681318681,0.704545454545455,0.623701298701299,0.872467222884386,0.877697841726619,0.864182254196643
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.82773109 0.77731092 0.80672269 0.75210084 0.75847458],0.594444444444444,0.588888888888889,0.822851153039832,0.962328767123288,0.946127946127946,0.962962962962963,0.64390243902439,0.705882352941176,0.589935396123767,0.631840796019901,0.734104046242775,0.594324750394115,0.829292929292929,0.860587002096436,0.822851153039832
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.69270833 0.734375   0.66666667 0.65104167 0.65625   ],0.50625,0.490625,0.680625,0.797008547008547,0.777083333333333,0.802083333333333,0.526946107784431,0.556962025316456,0.506876074386623,0.530259365994236,0.578616352201258,0.491171530137896,0.683982683982684,0.693851944792974,0.680674415733971
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53496503 0.53146853 0.54545455 0.53496503 0.52447552],0.531380753138075,0.464435146443515,0.874213836477987,1,1,1,0.552,0.547619047619048,0.530446691951117,0.466666666666667,0.495575221238938,0.466041578873437,0.875,0.880503144654088,0.874213836477987
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.83333333 0.86805556 0.81944444 0.80555556 0.80555556],0.5375,0.554166666666667,0.808333333333333,0.983193277310924,0.975,0.983333333333333,0.590405904059041,0.683760683760684,0.54106733375026,0.605166051660517,0.725663716814159,0.563619259981883,0.81687898089172,0.869491525423729,0.809335926646291
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113,4, low_bits_4, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.85106383 0.87234043 0.75531915 0.79787234 0.84042553],0.512820512820513,0.455128205128205,0.774936061381074,0.967880085653105,0.961702127659574,0.968085106382979,0.604166666666667,0.69047619047619,0.498015873015873,0.514285714285714,0.661764705882353,0.478609625668449,0.788968824940048,0.850129198966408,0.775697510875609
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.64210526 0.63684211 0.63684211 0.68947368 0.66489362],0.54746835443038,0.604430379746835,0.660126582278481,0.715343915343915,0.713080168776371,0.716244725738397,0.543130990415335,0.55921052631579,0.547897946084724,0.603174603174603,0.629139072847682,0.605478627332932,0.658614113159568,0.666666666666667,0.660232461602325
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.67708333 0.66666667 0.65625    0.625     ],0.64375,0.575,0.815,0.951781970649895,0.945833333333333,0.952083333333333,0.601398601398601,0.597222222222222,0.639520202020202,0.580246913580247,0.55952380952381,0.575814536340852,0.81074168797954,0.800505050505051,0.814856485648565
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.82638889 0.85416667 0.88194444 0.83802817 0.85211268],0.554621848739496,0.53781512605042,0.791946308724832,0.955431754874652,0.958100558659218,0.955307262569832,0.644295302013423,0.768,0.54329203539823,0.576923076923077,0.641025641025641,0.53952108497563,0.80564263322884,0.856666666666667,0.791509009009009
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.78125    0.75       0.73958333 0.79166667],0.59375,0.4875,0.8025,0.977130977130977,0.979166666666667,0.977083333333333,0.619883040935672,0.726027397260274,0.604393008974964,0.534090909090909,0.594936708860759,0.488826379121738,0.809178743961353,0.854591836734694,0.803521408563425
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.63636364 0.62937063 0.67132867 0.6013986  0.66197183],0.5625,0.691666666666667,0.641509433962264,0.625092798812175,0.589635854341737,0.646358543417367,0.541484716157205,0.5,0.564655172413793,0.666666666666667,0.637931034482759,0.689933259176863,0.619577308120133,0.583857442348008,0.641509433962264
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.69444444 0.73263889 0.68181818 0.68181818 0.72377622],0.60337552742616,0.548523206751055,0.870020964360587,0.966878083157153,0.95676429567643,0.967224546722455,0.635658914728682,0.650793650793651,0.6001716001716,0.563265306122449,0.621621621621622,0.552874302874303,0.870967741935484,0.877358490566038,0.870020964360587
svm_model_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.55208333 0.625      0.625      0.625      0.64583333],0.53125,0.46875,0.8,1,1,1,0.545454545454545,0.625,0.539772727272727,0.472049689440994,0.527777777777778,0.474116161616162,0.801488833746898,0.841145833333333,0.801582532051282
svm_model_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.68402778 0.75174825 0.73776224 0.72027972],0.658227848101266,0.632911392405063,0.714360587002096,0.741603838245374,0.754532775453278,0.737099023709902,0.584615384615385,0.508928571428571,0.650464285714286,0.602739726027397,0.528,0.639,0.709022957821677,0.69601677148847,0.714360587002096
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.46875    0.51052632 0.45263158 0.51052632 0.50526316],0.479495268138801,0.463722397476341,0.788776796973518,1,1,1,0.485981308411215,0.469879518072289,0.479972871618926,0.45859872611465,0.452830188679245,0.463756866491521,0.788909892879647,0.781523096129838,0.788850720039441
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67361111 0.74125874 0.77622378 0.69230769 0.66083916],0.617647058823529,0.621848739495798,0.856918238993711,0.935211267605634,0.927374301675978,0.935754189944134,0.659176029962547,0.752136752136752,0.619870028960938,0.6484375,0.68595041322314,0.620752984389348,0.859495625321668,0.875262054507338,0.856918238993711
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66,12, low_bits_3, svdne,1440,480,480,0.6,0.2,0.2, [0.62847222 0.67708333 0.67361111 0.65972222 0.63888889],0.581196581196581,0.534188034188034,0.649895178197065,0.67558057705841,0.666666666666667,0.679861111111111,0.581196581196581,0.591304347826087,0.581366459627329,0.528138528138528,0.512605042016807,0.534563390573621,0.645811240721103,0.638364779874214,0.649895178197065
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.79166667 0.75       0.77083333 0.78723404 0.69148936],0.569620253164557,0.5,0.794191919191919,0.966101694915254,0.957983193277311,0.966386554621849,0.634408602150538,0.710843373493976,0.562088353413655,0.56353591160221,0.689189189189189,0.511261261261261,0.805721096543504,0.855696202531646,0.794346841819979
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.65277778 0.63541667 0.61888112 0.64685315 0.66083916],0.535864978902954,0.476793248945148,0.637840670859539,0.690589031821259,0.711297071129707,0.681311018131102,0.573643410852713,0.627118644067797,0.53624839766415,0.547445255474453,0.630252100840336,0.476142999572711,0.656047784967646,0.690775681341719,0.637840670859539
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svd,26,87,113,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.74647887 0.81690141 0.81690141 0.78873239 0.83098592],0.542372881355932,0.555084745762712,0.78087986463621,0.935574229691877,0.940845070422535,0.935211267605634,0.564516129032258,0.7,0.563235294117647,0.626334519572954,0.698412698412698,0.544660894660895,0.791633145615447,0.846815834767642,0.78197696896452
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svd,16,92,108,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70416667 0.7605042  0.77310924 0.73109244 0.73529412],0.533519553072626,0.550279329608938,0.768867924528302,0.903501280956447,0.88758389261745,0.905201342281879,0.563968668407311,0.606741573033708,0.533926342072409,0.556473829201102,0.561111111111111,0.55021847690387,0.769953051643193,0.773584905660377,0.768867924528302
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.73958333 0.72340426 0.71276596 0.69148936 0.71276596],0.522292993630573,0.554140127388535,0.767175572519084,0.918103448275862,0.902542372881356,0.919491525423729,0.556213017751479,0.594936708860759,0.521827328789354,0.551282051282051,0.551282051282051,0.554122038299253,0.768060836501901,0.770992366412214,0.767175572519084
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.74652778 0.77430556 0.77622378 0.73776224 0.76223776],0.552742616033755,0.561181434599156,0.809748427672956,0.889370932754881,0.857740585774058,0.893305439330544,0.569105691056911,0.573770491803279,0.552102637205987,0.570247933884297,0.6,0.562295081967213,0.805986103687867,0.790356394129979,0.809748427672956
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.47916667 0.46875    0.5        0.56382979],0.522012578616352,0.572327044025157,0.557788944723618,0.577235772357724,0.594142259414226,0.564853556485356,0.542168674698795,0.523255813953488,0.521901879579484,0.585365853658537,0.564705882352941,0.572893481717011,0.571776155717761,0.573170731707317,0.557310754454695
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.67013889 0.70979021 0.72027972 0.63636364],0.417721518987342,0.50210970464135,0.632599580712788,0.688593421973408,0.686192468619247,0.689679218967922,0.439024390243902,0.473684210526316,0.419768934531451,0.495726495726496,0.471544715447154,0.5033162173727,0.632792037716082,0.633123689727463,0.632599580712788
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.82638889 0.82394366 0.85915493 0.88732394 0.84507042],0.582278481012658,0.594936708860759,0.835581787521079,1,1,1,0.589211618257261,0.682692307692308,0.593225853094274,0.644444444444444,0.69047619047619,0.588481338481338,0.840556009811938,0.877133105802048,0.836066552901024
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,1428,476,476,0.6,0.2,0.2, [0.68881119 0.67482517 0.68181818 0.68181818 0.67253521],0.608333333333333,0.6125,0.841194968553459,0.917261055634807,0.900560224089636,0.918767507002801,0.635658914728682,0.752293577981651,0.620421598151131,0.678200692041523,0.748091603053435,0.598816443728552,0.844535659312468,0.862683438155136,0.841194968553459
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdne,4,98,102,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66083916 0.65384615 0.69230769 0.65384615 0.67482517],0.589958158995816,0.556485355648536,0.876310272536688,0.977464788732394,0.970629370629371,0.977622377622378,0.639705882352941,0.674418604651163,0.582663847780127,0.582677165354331,0.672727272727273,0.565045806906272,0.878725590955807,0.896226415094339,0.876310272536688
svm_model_N26_B87_E113_nb_zones_8_lab_svd,26,87,113,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.81770833 0.83854167 0.8125     0.83684211 0.85263158],0.60377358490566,0.619496855345912,0.826005025125628,0.968152866242038,0.95397489539749,0.968619246861925,0.631578947368421,0.635294117647059,0.601430842607313,0.64306784660767,0.668711656441718,0.618226795962794,0.829328404189772,0.829839704069051,0.825931375722105
ensemble_model_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.61458333 0.57291667 0.65625    0.59375   ],0.46875,0.4875,0.78875,0.995833333333333,0.995833333333333,0.995833333333333,0.451612903225806,0.466666666666667,0.468627450980392,0.460526315789474,0.514705882352941,0.491048593350384,0.785260482846252,0.806788511749347,0.789485382972995
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.62916667 0.65       0.61764706 0.63445378 0.68487395],0.588235294117647,0.61344537815126,0.636268343815514,0.63901147396293,0.606365159128978,0.657453936348409,0.62015503875969,0.69364161849711,0.591386026639859,0.655,0.71195652173913,0.610313520985172,0.638541666666667,0.642557651991614,0.636268343815514
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.8028169  0.73943662 0.76760563 0.85211268 0.85      ],0.559322033898305,0.546610169491525,0.78728813559322,0.943181818181818,0.937853107344633,0.943502824858757,0.62043795620438,0.685483870967742,0.5525633640553,0.593155893536122,0.644628099173554,0.54405318002156,0.797743755036261,0.826377295492487,0.786682623649858
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.63541667 0.71052632 0.7        0.67368421 0.66842105],0.488958990536278,0.539432176656151,0.772383354350567,0.943915343915344,0.936974789915966,0.944327731092437,0.539772727272727,0.605095541401274,0.490047770700637,0.587570621468927,0.658227848101266,0.539805747950004,0.781344639612356,0.815423514538559,0.772491631483116
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69791667 0.64685315 0.68531469 0.68181818 0.68531469],0.53781512605042,0.529411764705882,0.660377358490566,0.706611570247934,0.716480446927374,0.702513966480447,0.533898305084746,0.504,0.539610619469027,0.495495495495496,0.486725663716814,0.527362831858407,0.660732984293194,0.661425576519916,0.660377358490566
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.6625     0.76666667 0.77310924 0.71848739 0.72689076],0.619047619047619,0.554621848739496,0.737945492662474,0.823123382226057,0.798994974874372,0.828308207705192,0.653061224489796,0.65979381443299,0.615172980836127,0.557103064066852,0.613496932515337,0.559325785845298,0.738219895287958,0.738993710691824,0.737945492662474
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.6013986  0.61888112 0.6013986  0.61888112 0.62676056],0.608333333333333,0.625,0.832809224318658,0.905923344947735,0.910364145658263,0.90546218487395,0.638461538461539,0.664,0.605913043478261,0.634146341463415,0.678260869565217,0.627130434782609,0.835651725914477,0.850104821802935,0.832809224318658
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.69230769 0.73776224 0.70629371 0.65492958],0.5875,0.583333333333333,0.864779874213837,0.958007117437722,0.942577030812325,0.958683473389356,0.567685589519651,0.515873015873016,0.591269841269841,0.523809523809524,0.482456140350877,0.578529657477026,0.860086767895878,0.831236897274633,0.864779874213837
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.39583333 0.5625     0.53125    0.47916667 0.41666667],0.50625,0.56875,0.815,1,1,1,0.447552447552448,0.426666666666667,0.50156862745098,0.554838709677419,0.551282051282051,0.568323952470294,0.809768637532134,0.801526717557252,0.81476827278354
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.67708333 0.65104167 0.62631579 0.62105263 0.60526316],0.588050314465409,0.588050314465409,0.830817610062893,0.992685475444096,0.9958071278826,0.992662473794549,0.59190031152648,0.579268292682927,0.588335445042762,0.570491803278688,0.572368421052632,0.587389029803424,0.830069488313329,0.828499369482976,0.83081179264613
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.80555556 0.72916667 0.8125     0.76388889 0.78472222],0.504166666666667,0.483333333333333,0.720833333333333,0.868571428571429,0.844444444444444,0.872222222222222,0.529644268774704,0.51937984496124,0.502933165723863,0.507936507936508,0.533333333333333,0.483333333333333,0.721991701244813,0.714285714285714,0.720933043268069
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,714,238,238,0.6,0.2,0.2, [0.82638889 0.82638889 0.83802817 0.83802817 0.83802817],0.470588235294118,0.558823529411765,0.787394957983193,0.968926553672316,0.96078431372549,0.969187675070028,0.48780487804878,0.545454545454545,0.475852272727273,0.609665427509294,0.640625,0.552130681818182,0.793131643499591,0.815126050420168,0.787394957983193
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.58333333 0.55208333 0.58510638 0.60638298],0.544303797468354,0.544303797468354,0.803030303030303,0.975206611570248,0.991596638655462,0.974789915966386,0.566265060240964,0.618421052631579,0.54701540436457,0.576470588235294,0.628205128205128,0.545352564102564,0.809756097560975,0.846938775510204,0.803469387755102
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.74305556 0.62676056 0.65492958 0.75352113],0.529411764705882,0.550420168067227,0.683193277310924,0.796915167095116,0.868347338935574,0.778711484593837,0.585185185185185,0.692982456140351,0.536007357102434,0.583657587548638,0.669642857142857,0.557043650793651,0.711111111111111,0.795883361921098,0.685421087879824
ensemble_model_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.46218487 0.54201681 0.4789916  0.51694915],0.519444444444444,0.497222222222222,0.814465408805031,1,1,1,0.538666666666667,0.554945054945055,0.519045561180393,0.504109589041096,0.51685393258427,0.497437955303124,0.816390041493776,0.824947589098533,0.814465408805031
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.75630252 0.74369748 0.76470588 0.71848739 0.72457627],0.652777777777778,0.641666666666667,0.844339622641509,0.963528413910093,0.956228956228956,0.963804713804714,0.689826302729529,0.776536312849162,0.653461526590327,0.686131386861314,0.779005524861878,0.640899410475632,0.8509784244857,0.888888888888889,0.844339622641509
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.79861111 0.78169014 0.81690141 0.79577465 0.78873239],0.649789029535865,0.60337552742616,0.829679595278246,0.964838255977496,0.963483146067416,0.964887640449438,0.686792452830189,0.7109375,0.644459575688073,0.641221374045801,0.730434782608696,0.607020669992872,0.836833602584814,0.864774624373957,0.82932087266398
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.63636364 0.64335664 0.58041958 0.59859155],0.629166666666667,0.629166666666667,0.819706498951782,0.8835904628331,0.882352941176471,0.88375350140056,0.639676113360324,0.632,0.62904347826087,0.611353711790393,0.608695652173913,0.628347826086957,0.819137749737119,0.816561844863732,0.819706498951782
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.47916667 0.5        0.44791667 0.45744681],0.522012578616352,0.515723270440252,0.804020100502513,0.993710691823899,0.99163179916318,0.993723849372385,0.573033707865169,0.614457831325301,0.517755231452124,0.483221476510067,0.5,0.514367816091954,0.805970149253731,0.822335025380711,0.804202338561002
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.53684211 0.49473684 0.51052632 0.44210526 0.53684211],0.512658227848101,0.503164556962025,0.797092288242731,0.989429175475687,0.985263157894737,0.989473684210526,0.512658227848101,0.503105590062112,0.512843117611701,0.513931888544892,0.497005988023952,0.503536551058956,0.797476340694006,0.787048567870486,0.797247005372983
ensemble_model_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53472222 0.56293706 0.54545455 0.53496503 0.53496503],0.46218487394958,0.445378151260504,0.862159329140461,0.997906489881368,0.998603351955307,0.997905027932961,0.475409836065574,0.483333333333333,0.462005649717514,0.459016393442623,0.474576271186441,0.445621468926554,0.863092139510671,0.868972746331237,0.862159329140461
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.5625     0.52112676 0.45774648 0.50704225 0.5       ],0.459915611814346,0.510548523206751,0.548903878583474,0.645554202192448,0.74438202247191,0.591292134831461,0.542857142857143,0.575757575757576,0.445021645021645,0.57037037037037,0.669565217391304,0.515110477548111,0.609773887673231,0.693200663349917,0.546428805088338
svm_model_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.83333333 0.84375    0.92708333 0.79787234 0.84042553],0.639240506329114,0.620253164556962,0.78030303030303,0.879492600422833,0.873949579831933,0.880252100840336,0.627450980392157,0.657534246575342,0.640531829170024,0.634146341463415,0.722222222222222,0.628552971576228,0.779746835443038,0.804177545691906,0.781061877980427
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdn,40,30,70,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.58741259 0.56643357 0.58741259 0.59440559 0.59859155],0.429166666666667,0.545833333333333,0.79979035639413,0.903954802259887,0.896358543417367,0.904761904761905,0.449799196787149,0.482758620689655,0.430895439377086,0.582375478927203,0.612903225806452,0.543520578420467,0.801661474558671,0.809224318658281,0.79979035639413
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63541667 0.625      0.625      0.61111111 0.63986014],0.553191489361702,0.570212765957447,0.836477987421384,0.927694406548431,0.945757997218359,0.926286509040334,0.574898785425101,0.63963963963964,0.557723045626272,0.587755102040816,0.580645161290323,0.569601859924441,0.840653728294178,0.862683438155136,0.836477987421384
ensemble_model_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.72222222 0.71678322 0.68181818 0.74125874 0.71328671],0.529411764705882,0.609243697478992,0.825471698113208,0.909219858156028,0.895251396648045,0.910614525139665,0.461538461538462,0.406779661016949,0.528389830508475,0.579185520361991,0.533333333333333,0.609887005649717,0.818923327895596,0.789308176100629,0.825471698113208
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.56643357 0.53846154 0.54545455 0.53846154 0.58098592],0.5875,0.520833333333333,0.599056603773585,0.608386638237384,0.599439775910364,0.614145658263305,0.592592592592593,0.580645161290323,0.58773637374861,0.522821576763486,0.543103448275862,0.521551724137931,0.595452141723956,0.590146750524109,0.599056603773585
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70, zones, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.83333333 0.85069444 0.87847222 0.85069444 0.84265734],0.502127659574468,0.497872340425532,0.876834381551363,1,1,1,0.551724137931034,0.590163934426229,0.498621790221964,0.535433070866142,0.601769911504425,0.50170462788336,0.879672299027138,0.90041928721174,0.876834381551363
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.79861111 0.71527778 0.75       0.77083333 0.72916667],0.508333333333333,0.5375,0.809166666666667,1,1,1,0.542635658914729,0.555555555555556,0.505847953216374,0.584269662921348,0.666666666666667,0.540650406504065,0.816064257028113,0.842454394693201,0.808999391651458
ensemble_model_N26_B87_E113_nb_zones_8_lab_svd,26,87,113,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.765625   0.83854167 0.83684211 0.77368421],0.657232704402516,0.729559748427673,0.868718592964824,0.985263157894737,0.97907949790795,0.985355648535565,0.668693009118541,0.670731707317073,0.656794425087108,0.718954248366013,0.714285714285714,0.729094076655052,0.86813880126183,0.864321608040201,0.868718592964824
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.71875    0.66666667 0.65625    0.72916667],0.53125,0.56875,0.65125,0.750462107208872,0.845833333333333,0.71875,0.56140350877193,0.564705882352941,0.529019607843137,0.581818181818182,0.571428571428571,0.568609022556391,0.681870011402508,0.731051344743276,0.649413140402329
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.703125   0.65789474 0.70526316 0.68947368 0.71578947],0.463722397476341,0.476340694006309,0.759773013871375,0.952076677316294,0.939075630252101,0.952731092436975,0.52247191011236,0.570552147239264,0.460600748944307,0.522988505747126,0.590909090909091,0.479503625209147,0.768107121119903,0.795712484237074,0.759773013871375
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.69444444 0.69444444 0.68055556 0.6875     0.65972222],0.525,0.533333333333333,0.758333333333333,0.912328767123288,0.925,0.911111111111111,0.504347826086956,0.483333333333333,0.525,0.517241379310345,0.521739130434783,0.532869565217391,0.756711409395973,0.757983193277311,0.758330439613862
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdn,26,87,113,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.59027778 0.53472222 0.48611111 0.5       ],0.510460251046025,0.489539748953975,0.581939799331104,0.519337016574586,0.392757660167131,0.636490250696379,0.331428571428571,0.243697478991597,0.509348739495798,0.351063829787234,0.251908396946565,0.514843087362171,0.448123620309051,0.333333333333333,0.586598523566156
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.58391608 0.56293706 0.55944056 0.59090909 0.56338028],0.570833333333333,0.6,0.578616352201258,0.631322364411944,0.725490196078431,0.576330532212885,0.614232209737828,0.689075630252101,0.571810542398778,0.666666666666667,0.793388429752066,0.598374887144941,0.633879781420765,0.729559748427673,0.578616352201258
ensemble_model_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.79166667 0.75       0.87234043 0.77659574 0.82978723],0.607594936708861,0.658227848101266,0.849367088607595,0.993630573248408,0.987341772151899,0.993670886075949,0.592105263157895,0.642857142857143,0.611201298701299,0.614285714285714,0.632352941176471,0.655065359477124,0.844036697247706,0.858666666666667,0.849815261044177
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svd,16,92,108,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.76666667 0.76890756 0.75210084 0.71848739 0.74789916],0.572625698324022,0.544692737430168,0.786687631027254,0.923465096719933,0.921140939597315,0.923657718120805,0.580821917808219,0.582417582417582,0.572458791208791,0.535612535612536,0.534090909090909,0.544517982017982,0.786351706036745,0.785115303983228,0.786687631027254
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.6993007  0.69230769 0.72027972 0.64084507],0.608333333333333,0.6125,0.826519916142558,0.896848137535817,0.876750700280112,0.899159663865546,0.649253731343284,0.763157894736842,0.615705931495405,0.671378091872791,0.753968253968254,0.605054302422723,0.829994863893169,0.846960167714885,0.826519916142558
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.71052632 0.62631579 0.64210526 0.61052632],0.596214511041009,0.517350157728707,0.775535939470366,0.921465968586387,0.92436974789916,0.921218487394958,0.659574468085106,0.74251497005988,0.587924151696607,0.561604584527221,0.632258064516129,0.519832735961768,0.788095238095238,0.829573934837093,0.775193058789105
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.81818182 0.81468531 0.83916084 0.81818182 0.86267606],0.570833333333333,0.520833333333333,0.875262054507338,0.985855728429986,0.976190476190476,0.985994397759104,0.579591836734694,0.57258064516129,0.570773081201335,0.534412955465587,0.568965517241379,0.522385984427141,0.875131164742917,0.874213836477987,0.875262054507338
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53819444 0.59440559 0.57342657 0.56993007 0.47552448],0.542016806722689,0.508403361344538,0.570230607966457,0.552036199095023,0.511173184357542,0.585195530726257,0.540084388185654,0.56140350877193,0.542798528579513,0.522448979591837,0.516129032258065,0.508064516129032,0.54646017699115,0.517819706498952,0.570230607966457
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.69230769 0.61538462 0.63986014 0.63028169],0.5875,0.608333333333333,0.637316561844864,0.631189948263119,0.598039215686274,0.650560224089636,0.629213483146067,0.682926829268293,0.58505315822389,0.641221374045802,0.717948717948718,0.611006879299562,0.63230605738576,0.623689727463312,0.637316561844864
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.55555556 0.54929577 0.56338028 0.57746479],0.474789915966386,0.474789915966386,0.543697478991597,0.614980289093298,0.65546218487395,0.589635854341737,0.521072796934866,0.612612612612613,0.483471660637015,0.48559670781893,0.59,0.490652173913043,0.570750988142293,0.63556338028169,0.547685227118337
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.59090909 0.54545455 0.54545455 0.54545455 0.51048951],0.585774058577406,0.472803347280335,0.877882599580713,0.994397759103642,0.993006993006993,0.994405594405594,0.578723404255319,0.571428571428571,0.585714285714286,0.475,0.475,0.472794117647059,0.877561744613768,0.875262054507338,0.877882599580713
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdne,32,34,66,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.80208333 0.82986111 0.8006993  0.81118881 0.78671329],0.620253164556962,0.573839662447257,0.893605870020964,0.991608391608392,0.98884239888424,0.99163179916318,0.701986754966887,0.890756302521008,0.619106964819826,0.681388012618297,0.915254237288135,0.575274177467597,0.900927281600781,0.967505241090147,0.893605870020964
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.62587413 0.66783217 0.62937063 0.66433566 0.67253521],0.533333333333333,0.5125,0.85377358490566,0.964887640449438,0.96218487394958,0.964985994397759,0.575757575757576,0.571428571428571,0.528704939919893,0.506329113924051,0.560747663551402,0.517215937038859,0.855064935064935,0.862683438155136,0.85377358490566
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104,10, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.625      0.60416667 0.6125     0.64285714 0.64285714],0.634831460674157,0.660112359550562,0.819182389937107,0.921140939597315,0.918060200668896,0.921404682274247,0.634831460674157,0.617486338797814,0.63533276477463,0.662952646239554,0.687861271676301,0.660870526548533,0.819087572102779,0.818658280922432,0.819182389937107
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67708333 0.62237762 0.67482517 0.68531469 0.5979021 ],0.596638655462185,0.588235294117647,0.84643605870021,0.930134086097389,0.920391061452514,0.930865921787709,0.538461538461538,0.495575221238938,0.591787610619469,0.51,0.408,0.597805309734513,0.839452054794521,0.80293501048218,0.846436058700209
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.83333333 0.77430556 0.82167832 0.79020979 0.81118881],0.518987341772152,0.548523206751055,0.860062893081761,0.96742209631728,0.95258019525802,0.967921896792189,0.568181818181818,0.619834710743802,0.516813907096039,0.599250936329588,0.689655172413793,0.55143915645483,0.862583633556356,0.878406708595388,0.860062893081761
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.76041667 0.66666667 0.59375    0.67021277],0.534591194968553,0.484276729559748,0.804020100502513,1,1,1,0.597826086956522,0.617977528089888,0.523274478330658,0.493827160493827,0.512820512820513,0.484805318138651,0.810679611650485,0.822660098522167,0.803637741568776
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.60839161 0.5979021  0.61538462 0.61619718],0.495833333333333,0.5125,0.846960167714885,0.962131837307153,0.96078431372549,0.96218487394958,0.543396226415094,0.558139534883721,0.490781479153572,0.518518518518518,0.567567567567568,0.516341923318667,0.849017580144778,0.860587002096436,0.846960167714885
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.57638889 0.54929577 0.52816901 0.50704225 0.47887324],0.527426160337553,0.518987341772152,0.809443507588533,1,1,1,0.504424778761062,0.463414634146341,0.529952931108258,0.486486486486487,0.47787610619469,0.517163859548958,0.805172413793103,0.788851351351351,0.809408840658841
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.73529412 0.7605042  0.75210084 0.75630252 0.74152542],0.588888888888889,0.586111111111111,0.824423480083857,0.967521367521367,0.952861952861953,0.968013468013468,0.633663366336634,0.703296703296703,0.587603407828127,0.630272952853598,0.713483146067416,0.587510803802939,0.83055134041477,0.860587002096436,0.824423480083857
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.90625    0.75       0.86458333 0.88541667],0.625,0.675,0.8575,0.995833333333333,0.995833333333333,0.995833333333333,0.62962962962963,0.698630136986301,0.63092426389545,0.662337662337662,0.71830985915493,0.679379648678588,0.85678391959799,0.888020833333333,0.858673878205128
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54545455 0.48601399 0.48251748 0.48601399 0.52097902],0.502092050209205,0.502092050209205,0.541928721174004,0.589677419354839,0.639160839160839,0.555244755244755,0.502092050209205,0.504201680672269,0.502100840336134,0.560885608856089,0.633333333333333,0.501540616246499,0.575728155339806,0.621593291404612,0.541928721174004
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.70138889 0.76041667 0.71678322 0.74825175 0.7027972 ],0.421940928270042,0.510548523206751,0.812368972746331,0.926108374384236,0.917712691771269,0.926778242677824,0.449799196787149,0.491228070175439,0.424475823705606,0.557251908396947,0.59349593495935,0.507274283269148,0.814699792960663,0.824947589098533,0.812368972746331
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71354167 0.63157895 0.61052632 0.62105263 0.71578947],0.675078864353312,0.646687697160883,0.66015132408575,0.64,0.605042016806723,0.659663865546218,0.636042402826855,0.584415584415584,0.672575890367301,0.647798742138365,0.581920903954802,0.655246166263115,0.640906062624917,0.596034696406444,0.661303612644814
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svd,4,148,152,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.66666667 0.67708333 0.64583333 0.64583333],0.5875,0.53125,0.66,0.708240534521158,0.6625,0.727083333333333,0.554054054054054,0.585714285714286,0.587301587301587,0.56140350877193,0.571428571428571,0.529135338345865,0.645833333333333,0.629441624365482,0.659548398389638
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,708,236,236,0.6,0.2,0.2, [0.78169014 0.75352113 0.78873239 0.83802817 0.79285714],0.474576271186441,0.461864406779661,0.78135593220339,0.990070921985816,0.985875706214689,0.990112994350282,0.474576271186441,0.462809917355372,0.474883219547251,0.468619246861925,0.474576271186441,0.461864406779661,0.78135593220339,0.777403035413153,0.781376134401636
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6048951  0.68881119 0.61538462 0.63636364 0.67832168],0.564853556485356,0.619246861924686,0.819706498951782,0.895731280615815,0.895104895104895,0.895804195804196,0.547826086956522,0.557522123893805,0.564475347661188,0.606060606060606,0.555555555555556,0.62291052114061,0.817989417989418,0.810272536687631,0.819706498951782
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.57291667 0.61458333 0.625      0.63541667 0.58333333],0.5,0.6,0.80625,0.977319587628866,0.9875,0.977083333333333,0.493670886075949,0.493670886075949,0.499921862791061,0.614457831325301,0.708333333333333,0.609848484848485,0.80840543881335,0.836317135549872,0.806911624009655
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.63194444 0.61111111 0.61971831 0.74647887 0.61267606],0.600840336134454,0.563025210084034,0.80672268907563,0.956521739130435,0.955182072829131,0.956582633053221,0.627450980392157,0.650406504065041,0.599116295510781,0.573770491803279,0.555555555555556,0.563492063492063,0.81023102310231,0.81023102310231,0.806656607441566
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdn,8,96,104,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.44791667 0.49305556 0.51398601 0.4965035  0.46853147],0.548523206751055,0.464135021097046,0.868972746331237,0.988811188811189,0.9860529986053,0.98884239888424,0.548523206751055,0.541666666666667,0.548611111111111,0.459574468085106,0.461538461538462,0.464102564102564,0.868559411146162,0.865828092243187,0.868972746331237
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.775      0.775      0.75       0.77310924 0.75630252],0.660112359550562,0.632022471910112,0.841194968553459,0.957106812447435,0.951505016722408,0.957357859531772,0.690537084398977,0.771428571428571,0.661957379636938,0.670025188916877,0.734806629834254,0.63026045777427,0.846737481031866,0.877358490566038,0.841194968553459
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdn,26,87,113,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.42361111 0.44366197 0.52112676 0.47887324],0.516806722689076,0.478991596638655,0.799159663865546,1,1,1,0.506437768240343,0.52212389380531,0.517061946902655,0.425925925925926,0.4,0.476422764227642,0.794496990541703,0.78974358974359,0.799004026276753
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.69791667 0.67708333 0.66666667 0.73958333],0.48125,0.48125,0.6575,0.764192139737991,0.729166666666667,0.775,0.484472049689441,0.448275862068966,0.484411903637223,0.442953020134228,0.452054794520548,0.478900960478665,0.643229166666667,0.6175,0.6575
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svd,4,148,152,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.77083333 0.74468085 0.72340426 0.72340426],0.537974683544304,0.569620253164557,0.778481012658228,0.926086956521739,0.89873417721519,0.928270042194093,0.587570621468927,0.675324675324675,0.541366041366041,0.609195402298851,0.623529411764706,0.565189363416599,0.784217016029593,0.796992481203007,0.778291637020941
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svd,26,87,113, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.83333333 0.85416667 0.84736842 0.85263158 0.85263158],0.60062893081761,0.625786163522013,0.837106918238994,0.986272439281943,0.979035639412998,0.986373165618449,0.61631419939577,0.739130434782609,0.616787439613527,0.655072463768116,0.729032258064516,0.628319810013853,0.840418977202711,0.885714285714286,0.838588850174216
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.59027778 0.47222222 0.47183099 0.52112676 0.59859155],0.478991596638655,0.554621848739496,0.80672268907563,1,1,1,0.537313432835821,0.541353383458647,0.470676691729323,0.550847457627119,0.580357142857143,0.556051587301587,0.811165845648604,0.820598006644518,0.80655750672362
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.63286713 0.69230769 0.59440559 0.65492958],0.5875,0.595833333333333,0.832285115303983,0.913286713286713,0.914565826330532,0.913165266106442,0.605577689243028,0.672566371681416,0.592188697651732,0.657243816254417,0.732283464566929,0.587380670336562,0.837067209775968,0.861635220125786,0.832285115303983
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108, zones, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.45378151 0.41596639 0.48319328 0.48739496 0.48739496],0.520891364902507,0.518105849582173,0.814465408805031,0.992417860151643,0.989915966386555,0.992436974789916,0.519553072625698,0.560240963855422,0.523643797989887,0.54353562005277,0.533678756476684,0.516839378238342,0.816008316008316,0.822851153039832,0.814465408805031
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.75       0.79166667 0.79166667 0.70833333],0.58125,0.55,0.78125,0.923076923076923,0.9,0.925,0.583850931677019,0.580246913580247,0.581262697296453,0.544303797468354,0.597222222222222,0.554292929292929,0.777636594663278,0.778625954198473,0.781204868991128
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67482517 0.65384615 0.64335664 0.64335664 0.63286713],0.690376569037657,0.581589958158996,0.843815513626834,0.912305516265912,0.902097902097902,0.913286713286713,0.699186991869919,0.741379310344828,0.691827866554528,0.590163934426229,0.585365853658537,0.581476030277544,0.843487394957983,0.841719077568134,0.843815513626834
svm_model_N32_B84_E116_nb_zones_6_lab_svd,32,84,116,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77083333 0.75       0.79861111 0.79861111 0.83098592],0.610878661087866,0.623430962343096,0.785117056856187,0.896067415730337,0.888579387186629,0.896935933147632,0.620408163265306,0.622950819672131,0.610620708981365,0.6484375,0.703389830508475,0.62442218798151,0.788128606760099,0.797996661101836,0.785095482979729
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.74125874 0.73426573 0.73776224 0.74475524 0.75704225],0.554166666666667,0.570833333333333,0.836477987421384,0.928571428571429,0.928571428571429,0.928571428571429,0.580392156862745,0.637931034482759,0.556868743047831,0.614232209737828,0.661290322580645,0.567714126807564,0.84,0.858490566037736,0.836477987421384
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,480,160,160,0.6,0.2,0.2, [0.65625    0.72916667 0.61458333 0.67708333 0.73958333],0.54375,0.56875,0.75875,0.888402625820569,0.845833333333333,0.89375,0.516556291390728,0.541666666666667,0.543560606060606,0.601156069364162,0.626506024096386,0.566499765294946,0.752880921895006,0.744303797468354,0.758571651820597
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.58333333 0.56944444 0.65492958 0.6056338  0.6056338 ],0.466386554621849,0.508403361344538,0.789075630252101,0.990182328190743,0.988795518207283,0.990196078431373,0.48995983935743,0.564814814814815,0.4747150997151,0.544747081712062,0.619469026548672,0.513734513274336,0.794093519278097,0.837370242214533,0.790417147251057
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.7027972  0.70979021 0.7027972  0.65034965 0.68881119],0.585774058577406,0.594142259414226,0.807651991614256,0.883116883116883,0.903496503496504,0.88041958041958,0.647686832740213,0.834862385321101,0.605892731122089,0.677740863787375,0.784615384615385,0.575793930839802,0.820537897310513,0.879454926624738,0.807651991614256
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113,6, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.53472222 0.48611111 0.52112676 0.50704225],0.525210084033613,0.504201680672269,0.528523489932886,0.639040348964013,0.818435754189944,0.537709497206704,0.652307692307692,0.854838709677419,0.510752688172043,0.63125,0.848739495798319,0.504201680672269,0.640204865556978,0.831946755407654,0.525956457230054
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.67083333 0.69583333 0.68487395 0.65546218 0.68067227],0.529411764705882,0.540616246498599,0.742662473794549,0.865139949109415,0.85427135678392,0.866834170854271,0.590243902439024,0.720238095238095,0.540013227513228,0.6,0.650793650793651,0.533730158730159,0.754377188594297,0.790356394129979,0.742662473794549
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.72916667 0.69444444 0.61971831 0.68309859],0.61344537815126,0.621848739495798,0.673657718120805,0.708860759493671,0.70391061452514,0.710893854748603,0.619834710743802,0.614754098360656,0.613411531938948,0.65648854961832,0.710743801652893,0.620329165783711,0.679835390946502,0.687188019966722,0.673543248562041
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.72916667 0.70212766 0.79787234 0.80851064],0.607594936708861,0.582278481012658,0.79746835443038,0.932489451476793,0.932489451476793,0.932489451476793,0.651685393258427,0.682352941176471,0.601450443190975,0.616279069767442,0.697368421052632,0.586489088575096,0.805825242718447,0.834170854271357,0.797187467952005
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,1194,398,398,0.6,0.2,0.2, [0.74166667 0.775      0.76890756 0.77310924 0.81092437],0.607843137254902,0.663865546218487,0.830712788259958,0.947456213511259,0.95142378559464,0.947236180904523,0.641025641025641,0.654450261780105,0.604333564624992,0.655172413793103,0.686746987951807,0.665363022771715,0.833247289623128,0.845911949685535,0.830712788259958
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5        0.56944444 0.50694444 0.55633803 0.52816901],0.470588235294118,0.516806722689076,0.546979865771812,0.582984658298466,0.583798882681564,0.582402234636871,0.519083969465649,0.507462686567164,0.465269804822044,0.479638009049774,0.5,0.515151515151515,0.55,0.551839464882943,0.546963503485243
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdn,4,148,152,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.57291667 0.44791667 0.54166667 0.53191489],0.515723270440252,0.528301886792453,0.547738693467337,0.541850220264317,0.514644351464435,0.564853556485356,0.515723270440252,0.5,0.516233766233766,0.489795918367347,0.428571428571429,0.534285714285714,0.526315789473684,0.493827160493827,0.548703861576837
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.65789474 0.64736842 0.64736842 0.67894737],0.602523659305994,0.643533123028391,0.805170239596469,0.926778242677824,0.930672268907563,0.926470588235294,0.657608695652174,0.742331288343558,0.598438371444507,0.67621776504298,0.756410256410256,0.645285873546743,0.815301852958757,0.857861635220126,0.805037012300328
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.57916667 0.59583333 0.57983193 0.58403361 0.63445378],0.65546218487395,0.599439775910364,0.779874213836478,0.873563218390805,0.891122278056951,0.871021775544389,0.616822429906542,0.592814371257485,0.651670343523479,0.546031746031746,0.452631578947369,0.609549322407816,0.773462783171521,0.751572327044025,0.779874213836478
svm_model_N4_B148_E152_nb_zones_4_lab_svd,4,148,152,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.75       0.69791667 0.76041667 0.8125    ],0.575,0.59375,0.7075,0.773033707865169,0.716666666666667,0.789583333333333,0.484848484848485,0.421052631578947,0.567669172932331,0.563758389261745,0.525,0.59375,0.677685950413223,0.621212121212121,0.706645664566457
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53146853 0.55944056 0.48251748 0.54545455 0.48601399],0.510460251046025,0.460251046025105,0.607442348008386,0.647017543859649,0.644755244755245,0.648251748251748,0.514522821576763,0.521008403361345,0.510504201680672,0.460251046025105,0.458333333333333,0.460259103641457,0.606824146981627,0.605870020964361,0.607442348008386
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.65416667 0.62083333 0.65966387 0.6092437  0.66386555],0.571428571428571,0.591036414565826,0.634696016771488,0.682108626198083,0.715242881072027,0.666666666666667,0.587601078167116,0.626436781609195,0.572781232334652,0.609625668449198,0.622950819672131,0.590211042019974,0.650976464697046,0.681341719077568,0.634696016771488
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,720,240,240,0.6,0.2,0.2, [0.54861111 0.51388889 0.59027778 0.52083333 0.55555556],0.45,0.545833333333333,0.794166666666667,0.991666666666667,0.991666666666667,0.991666666666667,0.415929203539823,0.408695652173913,0.448347826086957,0.547717842323651,0.528,0.546608695652174,0.791912384161752,0.783333333333333,0.794166666666667
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.5        0.49300699 0.5        0.46503497 0.45804196],0.472803347280335,0.548117154811716,0.874213836477987,0.995792426367462,0.993006993006993,0.995804195804196,0.4375,0.408333333333333,0.473074229691877,0.538461538461538,0.529411764705882,0.548039215686274,0.872611464968153,0.861635220125786,0.874213836477987
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.61538462 0.65384615 0.65734266 0.71328671 0.65140845],0.5625,0.5,0.821278825995807,0.917847025495751,0.907563025210084,0.918767507002801,0.574898785425101,0.568,0.562260869565217,0.516129032258065,0.556521739130435,0.502260869565217,0.821185107498689,0.820754716981132,0.821278825995807
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.45833333 0.5        0.42553191 0.45744681],0.506329113924051,0.506329113924051,0.548101265822785,0.618595825426945,0.687763713080169,0.575949367088608,0.580645161290323,0.613636363636364,0.492532467532468,0.566666666666667,0.671052631578947,0.512355584082157,0.600223964165734,0.668329177057357,0.546246850739475
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.65734266 0.63286713 0.61888112 0.63732394],0.491666666666667,0.458333333333333,0.636792452830189,0.680203045685279,0.656862745098039,0.691176470588235,0.5234375,0.540322580645161,0.489988876529477,0.453781512605042,0.46551724137931,0.458565072302558,0.630005339028297,0.618448637316562,0.636792452830189
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.56944444 0.45833333 0.52083333 0.48611111 0.52083333],0.475,0.5,0.793333333333333,0.997214484679666,0.994444444444444,0.997222222222222,0.546762589928057,0.580152671755725,0.464388262483367,0.548872180451128,0.608333333333333,0.5,0.803486529318542,0.829787234042553,0.79265253043384
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.77083333 0.72916667 0.79577465 0.77464789 0.75352113],0.567226890756302,0.61344537815126,0.777310924369748,0.901408450704226,0.896358543417367,0.901960784313726,0.636042402826855,0.72,0.559115044247788,0.637795275590551,0.736363636363636,0.622088068181818,0.787489975942261,0.829391891891892,0.777572200126548
ensemble_model_N32_B84_E116_nb_zones_6_lab_svd,32,84,116,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.80555556 0.77777778 0.82638889 0.8125     0.78873239],0.669456066945607,0.669456066945607,0.852006688963211,0.973352033660589,0.966573816155989,0.973537604456825,0.642533936651584,0.601694915254237,0.668616052668441,0.632558139534884,0.601769911504425,0.665964320831578,0.845953002610966,0.823728813559322,0.851633383677351
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdn,4,148,152,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.41666667 0.5        0.42708333 0.55208333],0.53125,0.50625,0.8075,1,1,1,0.550898203592814,0.534883720930232,0.53095537397863,0.462585034013605,0.45945945945946,0.502985543683218,0.806045340050378,0.8,0.8075
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7        0.71848739 0.7394958  0.75210084 0.77731092],0.572625698324022,0.628491620111732,0.811320754716981,0.93598615916955,0.907718120805369,0.937919463087248,0.569014084507042,0.608433734939759,0.575050200803213,0.668329177057357,0.697916666666667,0.623054718875502,0.811715481171548,0.813417190775681,0.811320754716981
ensemble_model_N4_B148_E152_nb_zones_4_lab_svd,4,148,152,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.625      0.67708333 0.625      0.68085106],0.660377358490566,0.641509433962264,0.85929648241206,0.9979035639413,0.99581589958159,0.997907949790795,0.682352941176471,0.666666666666667,0.659722222222222,0.670520231213873,0.604166666666667,0.651289682539682,0.863414634146341,0.838862559241706,0.860607750209088
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.8125     0.83333333 0.77083333 0.73404255],0.490566037735849,0.459119496855346,0.71608040201005,0.872570194384449,0.845188284518828,0.876569037656904,0.537142857142857,0.546511627906977,0.485584581076776,0.469135802469136,0.441860465116279,0.4606562599554,0.7175,0.698296836982968,0.716680886023952
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.59722222 0.73611111 0.59722222 0.65492958 0.5915493 ],0.642857142857143,0.609243697478992,0.806208053691275,0.928475033738192,0.960893854748603,0.925977653631285,0.608294930875576,0.628571428571429,0.641353383458647,0.600858369098712,0.583333333333333,0.609463276836158,0.806045340050378,0.823327615780446,0.806573495903359
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.46503497 0.4965035  0.44055944 0.5034965  0.51408451],0.495833333333333,0.479166666666667,0.791404612159329,0.892045454545455,0.879551820728291,0.893557422969188,0.506122448979592,0.496,0.495826086956522,0.449339207048458,0.443478260869565,0.477739130434783,0.788297872340426,0.776729559748428,0.791404612159329
svm_model_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.59375    0.64210526 0.58947368 0.51578947 0.61052632],0.504731861198738,0.555205047318612,0.738335435056746,0.882882882882883,0.926470588235294,0.877100840336134,0.525679758308157,0.561290322580645,0.505953803265631,0.598290598290598,0.648148148148148,0.55310633213859,0.753123140987507,0.798234552332913,0.738335435056747
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.52083333 0.48958333 0.52083333 0.54166667],0.5375,0.55,0.8175,1,1,1,0.513157894736842,0.5,0.536585365853659,0.55,0.55,0.55,0.815656565656566,0.811557788944724,0.817470436760919
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.49305556 0.52816901 0.53521127 0.5       ],0.42436974789916,0.53781512605042,0.792436974789916,1,1,1,0.479087452471483,0.51219512195122,0.421314952279958,0.549180327868853,0.592920353982301,0.54046017699115,0.797706797706798,0.821247892074199,0.792533493775793
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54895105 0.57692308 0.58041958 0.51398601 0.54895105],0.543933054393305,0.489539748953975,0.552410901467505,0.567060458651842,0.570629370629371,0.564335664335664,0.555102040816327,0.566666666666667,0.543837535014006,0.495867768595041,0.504201680672269,0.489600840336134,0.556593977154725,0.561844863731656,0.552410901467505
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svd,4,148,152, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.66666667 0.69791667 0.69791667 0.71875   ],0.64375,0.65625,0.80375,0.905263157894737,0.895833333333333,0.90625,0.685082872928177,0.71264367816092,0.637143756888679,0.645161290322581,0.714285714285714,0.662698412698413,0.806411837237978,0.82367758186398,0.803898344281866
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdn,4,148,152, zones, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.44791667 0.54166667 0.57291667 0.4893617 ],0.553459119496855,0.528301886792453,0.811557788944724,0.991701244813278,1,0.99163179916318,0.535947712418301,0.569444444444444,0.554837164750958,0.571428571428571,0.574712643678161,0.523467432950192,0.814814814814815,0.829145728643216,0.811557788944723
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdne,26,87,113,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.63888889 0.74305556 0.72222222 0.73239437],0.543933054393305,0.476987447698745,0.724916387959866,0.868238557558946,0.871866295264624,0.867688022284123,0.569169960474308,0.610169491525424,0.544754167250315,0.505928853754941,0.516129032258065,0.475455820476858,0.731866340668297,0.747088186356073,0.724804597379717
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.62587413 0.58741259 0.58391608 0.65734266 0.62676056],0.4375,0.470833333333333,0.821278825995807,0.945252945252945,0.955182072829131,0.94467787114846,0.470588235294118,0.512820512820513,0.439337085678549,0.50965250965251,0.536585365853659,0.46914738378153,0.825753704649974,0.846960167714885,0.821278825995807
svm_model_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70,12, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.92708333 0.91666667 0.96180556 0.94444444 0.91958042],0.574468085106383,0.574468085106383,0.892033542976939,0.995821727019499,0.994436717663421,0.995827538247566,0.655172413793103,0.798319327731092,0.571573456968995,0.62962962962963,0.732758620689655,0.576463343958273,0.896793587174349,0.938155136268344,0.892033542976939
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113,6, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.54166667 0.52816901 0.52112676 0.51408451 0.50704225],0.518987341772152,0.510548523206751,0.806070826306914,1,1,1,0.5546875,0.563492063492063,0.515980265980266,0.528455284552846,0.515873015873016,0.51018876018876,0.810543657331137,0.809210526315789,0.805989346202877
svm_model_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.80416667 0.75       0.7605042  0.77310924 0.76890756],0.69187675070028,0.666666666666667,0.777777777777778,0.838442419221209,0.847571189279732,0.836683417085427,0.713541666666667,0.769662921348315,0.69209403050656,0.682666666666667,0.715083798882682,0.666530663486285,0.784333672431333,0.808176100628931,0.777777777777778
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.6875     0.70833333 0.6875     0.71875   ],0.56875,0.6,0.805,0.951983298538622,0.95,0.952083333333333,0.586826347305389,0.550561797752809,0.571055546763728,0.584415584415584,0.576923076923077,0.599437148217636,0.805,0.791154791154791,0.805246606773324
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.81944444 0.79861111 0.86619718 0.81690141 0.76056338],0.609243697478992,0.592436974789916,0.805042016806723,0.939828080229226,0.918767507002801,0.941176470588235,0.632411067193676,0.677966101694915,0.609816384180791,0.607287449392712,0.641025641025641,0.593240093240093,0.806343906510851,0.815878378378378,0.805096379824641
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdne,4,148,152,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.65625    0.55208333 0.59574468 0.58510638],0.556962025316456,0.493670886075949,0.618686868686869,0.687242798353909,0.701680672268908,0.680672268907563,0.606741573033708,0.620689655172414,0.549781447304517,0.5,0.454545454545455,0.498701298701299,0.633495145631068,0.631961259079903,0.618091447481904
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.79861111 0.86111111 0.80555556 0.86111111 0.86111111],0.5625,0.65,0.8325,0.983240223463687,0.977777777777778,0.983333333333333,0.606741573033708,0.642857142857143,0.558270676691729,0.688888888888889,0.75,0.646551724137931,0.839584996009577,0.862295081967213,0.831994998610725
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.56302521 0.53781513 0.50420168 0.54621849 0.57627119],0.505555555555556,0.486111111111111,0.547169811320755,0.526912181303116,0.46969696969697,0.578282828282828,0.450617283950617,0.429411764705882,0.501547987616099,0.472934472934473,0.436842105263158,0.489009287925697,0.501730103806228,0.455974842767296,0.547169811320755
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.58854167 0.68229167 0.69270833 0.56770833 0.6875    ],0.615625,0.55,0.766875,0.889352818371608,0.8875,0.889583333333333,0.580204778156996,0.615942028985507,0.615663322185061,0.568862275449102,0.562130177514793,0.549277009287198,0.764668769716088,0.770012706480305,0.766925172428344
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.41666667 0.44680851 0.5        0.5       ],0.487341772151899,0.531645569620253,0.79620253164557,0.987234042553191,0.978902953586498,0.987341772151899,0.490566037735849,0.469879518072289,0.488273092369478,0.525641025641026,0.546666666666667,0.532369477911647,0.794904458598726,0.789873417721519,0.79620253164557
svm_model_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.58333333 0.5625     0.5106383  0.53191489 0.56382979],0.556962025316456,0.462025316455696,0.593670886075949,0.626126126126126,0.586497890295359,0.649789029535865,0.513888888888889,0.493333333333333,0.553895582329317,0.388489208633093,0.36,0.45710843373494,0.558459422283356,0.524547803617571,0.592298715704567
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svd,32,84,116, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.75       0.76760563 0.77464789 0.80985915 0.73943662],0.641350210970464,0.679324894514768,0.855817875210792,0.985915492957746,0.98314606741573,0.985955056179775,0.693140794223827,0.768,0.634,0.712121212121212,0.770491803278688,0.676550249465431,0.863309352517986,0.895522388059701,0.85513683725455
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81818182 0.84615385 0.86363636 0.88111888 0.82517483],0.552301255230126,0.640167364016736,0.884171907756813,0.980364656381487,0.977622377622378,0.98041958041958,0.624561403508772,0.735537190082645,0.549971984871831,0.67175572519084,0.745762711864407,0.641476397254517,0.887987835783071,0.918238993710692,0.884171907756813
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.44755245 0.55594406 0.53846154 0.49647887],0.454166666666667,0.4875,0.866876310272536,1,1,1,0.469635627530364,0.513274336283186,0.457424569716396,0.467532467532468,0.425196850393701,0.491359487143753,0.866736621196223,0.865828092243187,0.866876310272537
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84265734 0.85314685 0.82867133 0.82867133 0.86713287],0.573221757322176,0.556485355648536,0.888888888888889,0.997198879551821,0.995804195804196,0.997202797202797,0.588709677419355,0.588709677419355,0.572615708274895,0.565573770491803,0.6,0.558064516129032,0.889583333333333,0.895178197064989,0.888888888888889
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.60416667 0.64236111 0.61538462 0.62237762 0.68531469],0.624472573839662,0.679324894514768,0.849056603773585,0.915695681973955,0.931659693165969,0.914225941422594,0.671586715867159,0.733870967741936,0.619147873251499,0.691056910569106,0.752212389380531,0.682557807593491,0.854251012145749,0.884696016771489,0.849056603773585
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.83916084 0.84265734 0.83916084 0.83216783 0.85915493],0.579166666666667,0.6125,0.887840670859539,0.986072423398329,0.991596638655462,0.985994397759104,0.640569395017794,0.72,0.57304347826087,0.659340659340659,0.782608695652174,0.619304347826087,0.892462311557789,0.930817610062893,0.887840670859539
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.58510638 0.63829787 0.59574468 0.69148936 0.65957447],0.519230769230769,0.58974358974359,0.781329923273657,0.930434782608696,0.91063829787234,0.931914893617021,0.585635359116022,0.609195402298851,0.507496251874063,0.604938271604938,0.563218390804598,0.59320339830085,0.787048567870486,0.772616136919315,0.781750427708987
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.61805556 0.63888889 0.61188811 0.65034965 0.59440559],0.548523206751055,0.552742616033755,0.779874213836478,0.855143456962911,0.852161785216178,0.855648535564853,0.556016597510374,0.558333333333333,0.548397435897436,0.550847457627119,0.555555555555556,0.552777777777778,0.779643231899265,0.778825995807128,0.779874213836478
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdne,4,148,152,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.66666667 0.66666667 0.73404255 0.71276596 0.79787234],0.544303797468354,0.588607594936709,0.817721518987342,0.985138004246284,0.978902953586498,0.985232067510548,0.544303797468354,0.589041095890411,0.547461724415794,0.648648648648649,0.714285714285714,0.58011583011583,0.823095823095823,0.850253807106599,0.817803671230067
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.57916667 0.64583333 0.63445378 0.62605042 0.63445378],0.53781512605042,0.574229691876751,0.825471698113208,0.986509274873525,0.979899497487437,0.986599664991625,0.582278481012658,0.618279569892473,0.534285983776646,0.568181818181818,0.584795321637427,0.574655725334842,0.8277289187791,0.838574423480084,0.825471698113208
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.57291667 0.60416667 0.66666667 0.69791667 0.54166667],0.6375,0.6,0.64625,0.666666666666667,0.670833333333333,0.664583333333333,0.613333333333333,0.582278481012658,0.636818252852008,0.58974358974359,0.534883720930232,0.605279698302954,0.641318124207858,0.624691358024691,0.646522894202219
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.65034965 0.64335664 0.64335664 0.61888112 0.58802817],0.5375,0.525,0.881027253668763,0.99859943977591,0.99859943977591,0.99859943977591,0.577946768060837,0.598425196850394,0.53372587276148,0.547619047619048,0.610619469026549,0.529719183332172,0.883170355120947,0.89937106918239,0.881027253668763
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.63194444 0.625      0.67605634 0.61267606],0.563025210084034,0.533613445378151,0.783557046979866,0.940525587828492,0.949720670391062,0.939944134078212,0.527272727272727,0.517857142857143,0.560515873015873,0.51528384279476,0.504273504273504,0.533128487673942,0.779863481228669,0.778534923339012,0.783482337702564
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdn,40,30,70,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.57342657 0.57692308 0.56993007 0.62937063 0.55985915],0.491666666666667,0.516666666666667,0.873689727463312,0.997897687456202,0.997198879551821,0.997899159663866,0.512,0.520325203252033,0.490931832395247,0.532258064516129,0.564102564102564,0.517823639774859,0.874805194805195,0.882599580712788,0.873689727463312
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdn,8,96,104,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.51398601 0.51048951 0.48251748 0.48239437],0.475,0.491666666666667,0.870020964360587,1,1,1,0.491935483870968,0.495934959349593,0.474463206170523,0.491666666666667,0.504273504273504,0.491974150510736,0.870563674321503,0.874213836477987,0.870020964360587
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61538462 0.65034965 0.63286713 0.65734266 0.63286713],0.556485355648536,0.581589958158996,0.85062893081761,0.944090587402689,0.932867132867133,0.944755244755245,0.595419847328244,0.624,0.553228070175439,0.553571428571429,0.543859649122807,0.579929824561404,0.849921011058452,0.845911949685535,0.85062893081761
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdne,26,87,113,6, low_bits_4_shifted_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.81690141 0.85211268 0.79577465 0.79577465 0.87323944],0.576271186440678,0.567796610169492,0.809644670050762,0.967375886524823,0.96056338028169,0.967605633802817,0.635036496350365,0.713114754098361,0.571469657750935,0.622222222222222,0.717948717948718,0.569058392587804,0.819855884707766,0.861952861952862,0.809377791520649
ensemble_model_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.54166667 0.47916667 0.53125    0.57446809],0.547169811320755,0.534591194968553,0.816582914572864,1,1,1,0.55,0.517647058823529,0.549364069952305,0.51948051948052,0.506329113924051,0.534414556962025,0.815656565656566,0.801488833746898,0.816774951224594
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.52083333 0.50704225 0.47183099 0.45070423],0.441176470588235,0.470588235294118,0.777310924369748,0.991620111731844,0.994397759103642,0.991596638655462,0.470119521912351,0.446969696969697,0.44046598056032,0.470588235294118,0.478632478632479,0.470721197993925,0.780082987551867,0.775577557755776,0.777343573398436
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54166667 0.57342657 0.54195804 0.53496503 0.56643357],0.474789915966386,0.558823529411765,0.878930817610063,0.999302163293789,1,0.999301675977654,0.407582938388626,0.3359375,0.486150568181818,0.461538461538462,0.409090909090909,0.548295454545455,0.874388254486134,0.842767295597484,0.878930817610063
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.88541667 0.91666667 0.90625    0.875      0.85416667],0.50625,0.55,0.81125,1,1,1,0.594871794871795,0.805555555555556,0.533459595959596,0.625,0.845070422535211,0.579838582054123,0.825836216839677,0.934725848563969,0.816283787591337
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svd,32,84,116,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.875      0.89583333 0.85416667 0.875      0.90625   ],0.55,0.59375,0.82625,0.995850622406639,1,0.995833333333333,0.595505617977528,0.670886075949367,0.551492420690733,0.640883977900552,0.773333333333333,0.604313725490196,0.834720570749108,0.890862944162437,0.827204871095997
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.65966387 0.58823529 0.69747899 0.6512605  0.65677966],0.575,0.561111111111111,0.794025157232704,0.931666666666667,0.941077441077441,0.930976430976431,0.532110091743119,0.505813953488372,0.572055912914399,0.548571428571429,0.51063829787234,0.563458683819891,0.790623335109217,0.777777777777778,0.794025157232704
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.86458333 0.77083333 0.79166667 0.72340426],0.534591194968553,0.509433962264151,0.798994974874372,0.983193277310924,0.97907949790795,0.98326359832636,0.559523809523809,0.552941176470588,0.533227344992051,0.561797752808989,0.526315789473684,0.505345394736842,0.805352798053528,0.789976133651551,0.799497350645404
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.6875     0.71875    0.70212766 0.71276596 0.72340426],0.537974683544304,0.607594936708861,0.80506329113924,0.96049896049896,0.974683544303797,0.959915611814346,0.529032258064516,0.577464788732394,0.541605957584588,0.647727272727273,0.678571428571429,0.602799227799228,0.810344827586207,0.839285714285714,0.805321249102656
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.89583333 0.88541667 0.91489362 0.91489362 0.85106383],0.563291139240506,0.544303797468354,0.79746835443038,0.959830866807611,0.957805907172996,0.959915611814346,0.627027027027027,0.725,0.561217948717949,0.571428571428571,0.623376623376623,0.54625621292288,0.806295399515739,0.845177664974619,0.79758883248731
svm_model_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.70833333 0.73958333 0.70979021 0.73776224 0.73076923],0.704641350210971,0.675105485232067,0.745283018867924,0.762771168649405,0.760111576011157,0.763598326359833,0.703389830508475,0.691666666666667,0.704807692307692,0.66079295154185,0.641025641025641,0.674679487179487,0.743128964059197,0.736897274633124,0.745283018867925
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5        0.58333333 0.48958333 0.57291667],0.4625,0.4875,0.64375,0.750533049040512,0.733333333333333,0.75625,0.410958904109589,0.375,0.4625,0.397058823529412,0.375,0.477272727272727,0.620505992010652,0.594387755102041,0.642782112845138
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113,6, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.84507042 0.82394366 0.9084507  0.81690141 0.8943662 ],0.521186440677966,0.533898305084746,0.802030456852792,0.984263233190272,0.969014084507042,0.984507042253521,0.54251012145749,0.592920353982301,0.524102453413915,0.586466165413534,0.672413793103448,0.536206896551724,0.806930693069307,0.837328767123288,0.802443647775691
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.81944444 0.84722222 0.84507042 0.82394366 0.78169014],0.584033613445378,0.533613445378151,0.804201680672269,0.967651195499297,0.96358543417367,0.967787114845938,0.64,0.739495798319328,0.584033613445378,0.574712643678161,0.657894736842105,0.538624787775891,0.813151563753007,0.859322033898305,0.804661016949153
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.43055556 0.5        0.43055556 0.45833333 0.45138889],0.545833333333333,0.475,0.801666666666667,0.995839112343967,0.997222222222222,0.995833333333334,0.532188841201717,0.539130434782609,0.545565217391304,0.452173913043478,0.436974789915966,0.474685742065421,0.798986486486487,0.796296296296296,0.801613494682802
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdn,16,92,108,10, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.51666667 0.49166667 0.45416667 0.50833333 0.51680672],0.47887323943662,0.464788732394366,0.582285115303983,0.642978003384095,0.634390651085142,0.647746243739566,0.472934472934473,0.461111111111111,0.479126984126984,0.466292134831461,0.474285714285714,0.464920634920635,0.578083642138698,0.572327044025157,0.582285115303983
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70,12, low_bits_3, svdn,1440,480,480,0.6,0.2,0.2, [0.53125    0.52777778 0.51041667 0.58680556 0.55902778],0.564102564102564,0.58974358974359,0.896226415094339,1,1,1,0.578512396694215,0.573770491803279,0.563670960187354,0.578947368421053,0.589285714285714,0.589724824355972,0.896335078534031,0.89727463312369,0.896226415094339
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.56293706 0.55594406 0.54545455 0.52797203 0.54225352],0.579166666666667,0.575,0.892033542976939,0.997894736842105,0.995798319327731,0.997899159663866,0.632727272727273,0.756521739130435,0.586260869565217,0.630434782608696,0.696,0.569739130434783,0.895748987854251,0.927672955974843,0.892033542976939
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.41666667 0.5        0.40625    0.51041667],0.50625,0.5,0.79625,0.99163179916318,0.9875,0.991666666666667,0.515337423312883,0.538461538461538,0.50703564727955,0.540229885057471,0.573170731707317,0.49812382739212,0.8,0.815,0.79625
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48263889 0.46153846 0.48601399 0.51048951 0.53146853],0.525210084033613,0.5,0.878406708595388,1,1,1,0.510822510822511,0.531531531531532,0.525608285450805,0.506224066390042,0.480314960629921,0.501418741576222,0.878151260504202,0.876310272536688,0.878406708595388
svm_model_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.58450704 0.56338028 0.58450704 0.5915493  0.61267606],0.563559322033898,0.508474576271186,0.757191201353638,0.907859078590786,0.943661971830986,0.904225352112676,0.611320754716981,0.710526315789474,0.568377911993098,0.573529411764706,0.690265486725664,0.515864450679905,0.774901960784314,0.848797250859107,0.75856529209622
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.70833333 0.76041667 0.73958333],0.53125,0.525,0.78125,0.950819672131148,0.966666666666667,0.95,0.594594594594595,0.625,0.520833333333333,0.558139534883721,0.607594936708861,0.526019690576653,0.792899408284024,0.823095823095823,0.780504654550456
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102,12, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63194444 0.63286713 0.6048951  0.61188811 0.62587413],0.470588235294118,0.394957983193277,0.816037735849057,0.94291754756871,0.934357541899441,0.943435754189944,0.479338842975207,0.446153846153846,0.473076923076923,0.373913043478261,0.398148148148148,0.39522792022792,0.814383923849815,0.807127882599581,0.816037735849057
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.92708333 0.94791667 0.85416667 0.91666667 0.86458333],0.60625,0.6125,0.84125,0.995833333333333,0.995833333333333,0.995833333333333,0.65945945945946,0.685393258426966,0.596217755974046,0.66304347826087,0.74390243902439,0.609130706691682,0.850412249705536,0.878345498783455,0.840201027026689
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svd,32,84,116,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.875      0.83333333 0.83333333 0.85416667 0.88541667],0.55,0.49375,0.80875,1,1,1,0.6,0.692307692307692,0.553470919324578,0.547486033519553,0.636363636363636,0.498904709748083,0.817640047675804,0.868354430379747,0.809485857165182
ensemble_model_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52083333 0.60416667 0.53645833 0.60416667 0.58421053],0.517241379310345,0.557993730407524,0.81516290726817,1,1,1,0.541666666666667,0.598684210526316,0.520898991490703,0.586510263929619,0.606060606060606,0.556277056277056,0.819571865443425,0.841708542713568,0.815229271356784
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152,4, low_bits_5, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.55319149 0.56382979 0.5        0.45744681],0.506410256410256,0.455128205128205,0.792838874680307,1,1,1,0.483221476510067,0.467532467532467,0.505918132500411,0.413793103448276,0.410958904109589,0.452467403862023,0.787958115183246,0.781818181818182,0.792672315090451
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.80208333 0.86458333 0.89583333 0.86458333 0.77083333],0.6,0.51875,0.80875,0.975,0.975,0.975,0.670103092783505,0.866666666666667,0.615686274509804,0.588235294117647,0.670731707317073,0.514853033145716,0.822299651567944,0.89168765743073,0.809367401916358
svm_model_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.71875    0.625      0.78723404 0.73404255],0.670886075949367,0.620253164556962,0.70959595959596,0.764940239043825,0.80672268907563,0.752100840336134,0.720430107526882,0.807228915662651,0.663614457831325,0.68421052631579,0.822784810126582,0.620253164556962,0.738041002277904,0.81,0.708571428571429
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71830986 0.78873239 0.72535211 0.77464789 0.76760563],0.491525423728814,0.495762711864407,0.741116751269036,0.902757619738752,0.876056338028169,0.905633802816901,0.5,0.5,0.491379310344828,0.484848484848485,0.470588235294118,0.495977878330819,0.736206896551724,0.718855218855219,0.741230330516045
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77777778 0.76760563 0.76760563 0.72535211 0.76056338],0.582278481012658,0.569620253164557,0.81956155143339,0.981767180925666,0.98314606741573,0.981741573033708,0.652631578947368,0.7265625,0.569703268348624,0.560344827586207,0.596330275229358,0.571602637614679,0.826016260162601,0.856661045531197,0.81956155143339
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.5210084  0.49159664 0.4789916  0.50840336 0.51260504],0.504178272980501,0.493036211699164,0.525681341719078,0.548467274233637,0.556302521008403,0.542016806722689,0.516304347826087,0.552325581395349,0.506109314761846,0.54726368159204,0.588235294117647,0.488885088919289,0.542235710672736,0.561844863731656,0.525681341719078
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.51388889 0.52777778 0.43661972 0.46478873 0.53521127],0.474789915966386,0.521008403361345,0.50672268907563,0.516666666666667,0.521008403361345,0.512605042016807,0.45414847161572,0.460176991150443,0.474088495575221,0.481818181818182,0.460869565217391,0.519052668787557,0.497861420017109,0.497435897435898,0.50656918838737
ensemble_model_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.7125     0.77916667 0.76470588 0.7605042  0.74789916],0.672268907563025,0.705882352941176,0.849056603773585,0.94300518134715,0.914572864321608,0.944723618090452,0.672268907563025,0.618556701030928,0.677376510024666,0.686567164179104,0.705521472392638,0.705853519701474,0.844324324324324,0.818658280922432,0.849056603773585
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svd,4,148,152,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.63888889 0.65277778 0.6875     0.70833333 0.67361111],0.5125,0.525,0.665,0.75036496350365,0.713888888888889,0.7625,0.541176470588235,0.547619047619048,0.510651629072682,0.561538461538462,0.561538461538462,0.521678321678322,0.665,0.647727272727273,0.665473225404732
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.61188811 0.64335664 0.63986014 0.61619718],0.579166666666667,0.545833333333333,0.821278825995807,0.908199018920813,0.907563025210084,0.908263305322129,0.637992831541219,0.741666666666667,0.579166666666667,0.575875486381323,0.616666666666667,0.545833333333333,0.826286296484972,0.850104821802935,0.821278825995807
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.8006993  0.76573427 0.75174825 0.75174825 0.79577465],0.516666666666667,0.520833333333333,0.849056603773585,0.959887403237157,0.955182072829131,0.960084033613445,0.573529411764706,0.666666666666667,0.520325203252032,0.593639575971731,0.682926829268293,0.516677089847822,0.854251012145749,0.884696016771489,0.849056603773585
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.68181818 0.61188811 0.63986014 0.63636364 0.65140845],0.533333333333333,0.625,0.648846960167715,0.683783783783784,0.708683473389356,0.672268907563025,0.504424778761062,0.441860465116279,0.540750052377959,0.575471698113208,0.54954954954955,0.619736015084852,0.650677789363921,0.654088050314465,0.648846960167715
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.85416667 0.91666667 0.83333333 0.88297872],0.477987421383648,0.559748427672956,0.807788944723618,1,1,1,0.551351351351351,0.653846153846154,0.481244064577398,0.646464646464646,0.727272727272727,0.539692701664533,0.822299651567944,0.874074074074074,0.806602254428341
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8028169  0.85915493 0.83802817 0.88028169 0.79577465],0.533898305084746,0.597457627118644,0.817258883248731,0.984397163120567,0.977464788732394,0.984507042253521,0.556451612903226,0.63302752293578,0.540923210286788,0.636015325670498,0.71551724137931,0.599425287356322,0.822075782537067,0.860344827586207,0.818046167945927
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.78125    0.84375    0.83333333 0.85106383],0.509433962264151,0.559748427672956,0.801507537688442,0.978813559322034,0.96652719665272,0.97907949790795,0.576086956521739,0.726027397260274,0.525804396304556,0.615384615384615,0.717948717948718,0.562678062678063,0.81145584725537,0.871794871794872,0.802892509789062
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.45833333 0.5212766  0.5212766  0.5       ],0.512658227848101,0.493670886075949,0.79873417721519,0.995762711864407,0.991561181434599,0.9957805907173,0.515723270440252,0.488095238095238,0.514317889317889,0.518072289156626,0.558441558441558,0.495270161936829,0.800501882057716,0.801507537688442,0.798712952517691
ensemble_model_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.84375    0.83333333 0.6875     0.79166667 0.76041667],0.48125,0.575,0.75875,0.911016949152542,0.895833333333333,0.9125,0.477987421383648,0.520547945205479,0.484411903637222,0.52112676056338,0.435294117647059,0.584313725490196,0.750323415265201,0.728643216080402,0.758600215005375
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113,6, low_bits_3, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72916667 0.64788732 0.71830986 0.67605634 0.66901408],0.518987341772152,0.590717299578059,0.755480607082631,0.886330935251799,0.865168539325843,0.889044943820225,0.5546875,0.5546875,0.515875860091743,0.610441767068273,0.628099173553719,0.589911655742377,0.758333333333333,0.752066115702479,0.755551130140396
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.66666667 0.72222222 0.73611111 0.6971831 ],0.585774058577406,0.606694560669456,0.676421404682274,0.750642673521851,0.813370473537604,0.729805013927577,0.623574144486692,0.683333333333333,0.585364145658263,0.678082191780822,0.697183098591549,0.58570495135763,0.709677419354839,0.761674718196457,0.673011272141707
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.9375     0.9375     0.91666667 0.88541667 0.86458333],0.55625,0.6,0.8275,0.993788819875776,1,0.99375,0.529801324503311,0.540540540540541,0.555153991200503,0.604938271604938,0.620253164556962,0.600250039068605,0.826633165829146,0.837150127226463,0.827665972704141
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108,10, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65833333 0.72083333 0.64166667 0.68067227 0.66386555],0.603932584269663,0.570224719101124,0.657756813417191,0.71071716357776,0.737458193979933,0.699832775919732,0.605042016806723,0.580645161290323,0.605028462998102,0.556521739130435,0.564705882352941,0.569987349778621,0.663921770458055,0.676100628930818,0.657756813417191
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.70833333 0.75       0.71875    0.71875   ],0.51875,0.5125,0.66375,0.769230769230769,0.791666666666667,0.7625,0.583783783783784,0.627906976744186,0.509899434318039,0.535714285714286,0.584415584415584,0.515099358472853,0.682408500590319,0.71712158808933,0.663346688251214
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.80208333 0.78125    0.78125    0.875      0.79166667],0.5,0.475,0.795,1,1,1,0.615384615384615,0.711111111111111,0.46984126984127,0.5625,0.72,0.489411764705882,0.813636363636364,0.883950617283951,0.79387404281919
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.67708333 0.64583333 0.6875     0.76041667],0.58125,0.5625,0.69125,0.753363228699552,0.7,0.770833333333333,0.578616352201258,0.51685393258427,0.589412881785092,0.556962025316456,0.523809523809524,0.56453634085213,0.676277850589777,0.624697336561743,0.693485619185264
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.67708333 0.73958333 0.66666667 0.56382979],0.559748427672956,0.553459119496855,0.74748743718593,0.877049180327869,0.895397489539749,0.874476987447699,0.573170731707317,0.552941176470588,0.560254372019078,0.529801324503311,0.512820512820513,0.552706552706553,0.749688667496887,0.748756218905473,0.747474556153244
ensemble_model_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116,6, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.58450704 0.58450704 0.57746479 0.57042254],0.506329113924051,0.565400843881857,0.814502529510961,1,1,1,0.489082969432314,0.466666666666667,0.506837606837607,0.586345381526104,0.579365079365079,0.564457314457314,0.815126050420168,0.805647840531561,0.814638988758932
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.47902098 0.47552448 0.47552448 0.46126761],0.466666666666667,0.525,0.873165618448637,1,1,1,0.418181818181818,0.403508771929825,0.463659147869674,0.547619047619048,0.547619047619048,0.523809523809524,0.872631578947368,0.868972746331237,0.873165618448637
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svd,4,148,152,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70138889 0.66666667 0.64583333 0.70138889 0.67605634],0.535564853556485,0.564853556485356,0.777591973244147,0.928270042194093,0.919220055710306,0.928969359331476,0.602150537634409,0.694214876033058,0.533548115982631,0.59375,0.603174603174603,0.562649248489956,0.786516853932584,0.808580858085809,0.777171784975108
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.859375   0.83854167 0.84895833 0.828125   0.80729167],0.578125,0.578125,0.7775,0.908704883227176,0.891666666666667,0.910416666666667,0.634146341463415,0.676300578034682,0.569442806024144,0.594594594594595,0.655629139072848,0.582252439358909,0.78345498783455,0.800995024875622,0.777381934548364
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.47916667 0.53191489 0.56382979 0.54255319],0.544303797468354,0.474683544303798,0.759493670886076,0.927234927234927,0.940928270042194,0.926160337552743,0.52,0.541666666666667,0.544089147286822,0.496969696969697,0.569444444444444,0.482396640826873,0.761306532663317,0.795275590551181,0.760718479872168
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdn,32,84,116,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.54166667 0.5106383  0.53191489 0.58510638],0.512658227848101,0.455696202531646,0.618987341772152,0.701298701298701,0.683544303797468,0.708860759493671,0.476190476190476,0.466666666666667,0.510441767068273,0.358208955223881,0.32,0.449156626506024,0.594885598923284,0.571059431524548,0.618035919236219
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.65833333 0.7        0.66806723 0.62184874 0.66386555],0.512605042016807,0.487394957983193,0.79979035639413,0.978902953586498,0.971524288107203,0.979061976549414,0.562814070351759,0.605405405405405,0.509098051539912,0.548148148148148,0.645348837209302,0.492944688874921,0.80784708249497,0.841719077568134,0.79979035639413
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.82638889 0.75       0.78472222 0.78472222 0.74305556],0.55,0.55,0.810833333333333,0.984827586206896,0.991666666666667,0.984722222222222,0.605839416058394,0.605839416058394,0.5407837856991,0.53448275862069,0.558558558558558,0.550597108736644,0.815597075548335,0.825657894736842,0.810633001422475
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52083333 0.47478992 0.58823529 0.49159664 0.52521008],0.525139664804469,0.5,0.816561844863732,0.999160369437448,0.998322147651007,0.999161073825503,0.554973821989529,0.576086956521739,0.523675662168916,0.522666666666667,0.563218390804598,0.501717891054473,0.820328542094456,0.837526205450734,0.816561844863732
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.5625     0.47916667 0.57291667 0.625     ],0.525,0.54375,0.81375,1,1,1,0.547619047619048,0.582278481012658,0.525707141740897,0.489510489510489,0.472972972972973,0.538812067881835,0.811630847029077,0.816793893129771,0.813802351970291
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113,6, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.43055556 0.45774648 0.41549296 0.48591549 0.43661972],0.489451476793249,0.472573839662447,0.792580101180438,1,1,1,0.521739130434783,0.478260869565217,0.491655687307861,0.454148471615721,0.495238095238095,0.474891774891775,0.793969849246231,0.791318864774624,0.792592992864314
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.75       0.71875    0.70833333 0.80851064],0.59748427672956,0.547169811320755,0.793969849246231,0.940928270042194,0.933054393305439,0.941422594142259,0.627906976744186,0.606741573033708,0.596227929373997,0.576470588235294,0.563218390804598,0.545498084291188,0.799019607843137,0.785542168674699,0.794345887486956
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.70833333 0.68055556 0.68055556 0.68055556 0.70833333],0.566666666666667,0.566666666666667,0.783333333333333,0.926553672316384,0.911111111111111,0.927777777777778,0.535714285714286,0.545454545454545,0.565034965034965,0.559322033898305,0.528,0.568347826086957,0.777397260273973,0.763025210084034,0.783165497604
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.63541667 0.73958333 0.69791667 0.66666667 0.73958333],0.5375,0.525,0.77625,0.940451745379877,0.954166666666667,0.939583333333333,0.584269662921348,0.619047619047619,0.533208020050125,0.536585365853659,0.517647058823529,0.525490196078431,0.784077201447527,0.794621026894866,0.775827137488354
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.76041667 0.78723404 0.68085106 0.71276596],0.544303797468354,0.518987341772152,0.808860759493671,0.993657505285412,0.991561181434599,0.993670886075949,0.6,0.650602409638554,0.538634538152611,0.518987341772152,0.577464788732394,0.524364578274243,0.813810110974106,0.843989769820972,0.809212930023268
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51736111 0.55244755 0.48951049 0.51048951 0.51398601],0.487394957983193,0.516806722689076,0.584905660377358,0.633663366336634,0.670391061452514,0.612430167597765,0.504065040650407,0.543859649122807,0.489671760045275,0.534412955465587,0.532258064516129,0.516129032258065,0.605577689243028,0.637316561844864,0.584905660377358
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.70833333 0.66666667 0.66666667 0.67605634],0.523012552301255,0.627615062761506,0.800167224080268,0.950684931506849,0.966573816155989,0.949860724233983,0.418367346938776,0.34453781512605,0.522268907563025,0.597285067873303,0.519685039370079,0.634842519685039,0.791630340017437,0.750413223140496,0.800756526967879
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53819444 0.54195804 0.5        0.47552448 0.46503497],0.508403361344538,0.457983193277311,0.65461215932914,0.716929403701165,0.730446927374302,0.71159217877095,0.518518518518519,0.543103448275862,0.509256642170718,0.469135802469136,0.467213114754098,0.457744488411532,0.661182519280206,0.674004192872117,0.654612159329141
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.66666667 0.6875     0.61344538 0.61344538 0.58823529],0.599439775910364,0.607843137254902,0.789308176100629,0.902857142857143,0.926298157453936,0.900335008375209,0.620689655172414,0.68421052631579,0.602857951329938,0.651741293532338,0.704301075268817,0.603612525938502,0.799401197604791,0.839622641509434,0.789308176100629
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svd,26,87,113,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.734375   0.74479167 0.80526316 0.76315789 0.80526316],0.50314465408805,0.484276729559748,0.708805031446541,0.842105263157895,0.788259958071279,0.852201257861635,0.556179775280899,0.647058823529412,0.508377896613191,0.541899441340782,0.541899441340782,0.475985691893413,0.711885500933416,0.707045735475896,0.708836568122071
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.53125    0.57291667 0.46875    0.53125   ],0.49375,0.4625,0.7875,0.993710691823899,0.9875,0.99375,0.580310880829016,0.608695652173913,0.47346547314578,0.488095238095238,0.621212121212121,0.486137975499678,0.797136038186158,0.839195979899497,0.787757193929848
svm_model_N4_B148_E152_nb_zones_6_lab_svd,4,148,152,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.79166667 0.74647887 0.76760563 0.71830986 0.68309859],0.590717299578059,0.607594936708861,0.684654300168634,0.725373134328358,0.682584269662921,0.741573033707865,0.565022421524664,0.594339622641509,0.591062941091747,0.604255319148936,0.581967213114754,0.608374910905203,0.668439716312057,0.645547945205479,0.684069653665863
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113, zones, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.55208333 0.55263158 0.62105263 0.54736842 0.53684211],0.539432176656151,0.526813880126183,0.805170239596469,0.986358866736621,0.987394957983193,0.986344537815126,0.557575757575758,0.585987261146497,0.539868630573248,0.56140350877193,0.60377358490566,0.526570336756628,0.809846153846154,0.830808080808081,0.805202529069028
ensemble_model_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.94755245 0.93006993 0.95804196 0.93006993 0.92605634],0.629166666666667,0.633333333333333,0.905136268343816,0.997198879551821,0.997198879551821,0.997198879551821,0.627615062761506,0.619834710743802,0.629245086464338,0.623931623931624,0.61344537815126,0.633168970067366,0.904786954234613,0.90146750524109,0.905136268343816
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48251748 0.48951049 0.47202797 0.49300699 0.5034965 ],0.523012552301255,0.589958158995816,0.886268343815514,0.996496145760336,0.994405594405594,0.996503496503497,0.544,0.571428571428571,0.523214285714286,0.611111111111111,0.641666666666667,0.589740896358543,0.887506480041472,0.89727463312369,0.886268343815514
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.6875     0.6875     0.72340426 0.64893617],0.575949367088608,0.620253164556962,0.786616161616162,0.911016949152542,0.903361344537815,0.911764705882353,0.608187134502924,0.597701149425287,0.573498462036587,0.634146341463415,0.658227848101266,0.620253164556962,0.790582403965303,0.789603960396039,0.786554557517608
ensemble_model_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.69097222 0.76388889 0.73426573 0.73776224 0.74475524],0.624472573839662,0.624472573839662,0.85377358490566,0.927805575411008,0.905160390516039,0.929567642956764,0.624472573839662,0.666666666666667,0.626984126984127,0.666666666666667,0.706349206349206,0.618940368940369,0.853389385181293,0.851153039832285,0.85377358490566
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdn,32,84,116,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.55208333 0.55208333 0.46875    0.46875    0.58333333],0.45,0.5125,0.7925,1,1,1,0.45679012345679,0.468354430379747,0.450226597905923,0.465753424657534,0.419753086419753,0.513674011564307,0.789340101522842,0.7775,0.7925
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.64583333 0.70138889 0.67361111 0.67605634 0.69014085],0.588235294117647,0.542016806722689,0.774328859060403,0.912429378531073,0.902234636871508,0.91340782122905,0.625954198473282,0.672131147540984,0.586065573770492,0.603636363636364,0.71551724137931,0.54628321085359,0.783935742971888,0.818791946308725,0.774328859060403
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.53125    0.61458333 0.625      0.44791667],0.5125,0.41875,0.78625,1,1,1,0.524390243902439,0.488636363636364,0.515151515151515,0.456140350877193,0.481481481481482,0.417955930614158,0.790184049079755,0.787286063569682,0.786226151989445
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53146853 0.58741259 0.54195804 0.55944056 0.53146853],0.510460251046025,0.493723849372385,0.835429769392034,0.946927374301676,0.948251748251748,0.946853146853147,0.537549407114625,0.552845528455285,0.509181384917298,0.51792828685259,0.560344827586207,0.495619568264648,0.837809917355372,0.850104821802935,0.835429769392034
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113,8, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77604167 0.79166667 0.82291667 0.80526316 0.78421053],0.540880503144654,0.556603773584906,0.815326633165829,0.992685475444096,0.993723849372385,0.992677824267782,0.605405405405405,0.783216783216783,0.563036963036963,0.621983914209115,0.725,0.555537974683544,0.827058823529412,0.900128040973111,0.816895093236247
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108, zones, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79166667 0.71666667 0.75416667 0.74583333 0.74369748],0.695774647887324,0.650704225352113,0.829664570230608,0.922305764411028,0.921535893155259,0.92237061769616,0.708108108108108,0.715846994535519,0.695132799593341,0.675392670157068,0.75,0.653688524590164,0.833247819394561,0.851153039832285,0.829664570230608
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,1428,476,476,0.6,0.2,0.2, [0.54545455 0.50699301 0.53496503 0.53846154 0.5528169 ],0.479166666666667,0.5,0.868972746331237,0.996491228070176,0.994397759103642,0.996498599439776,0.497991967871486,0.492063492063492,0.478487886382623,0.487179487179487,0.5,0.5,0.868972746331237,0.868972746331237,0.868972746331237
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.84375    0.76041667 0.89583333 0.91666667 0.85416667],0.5125,0.5,0.8025,1,1,1,0.580645161290323,0.642857142857143,0.505639097744361,0.595959595959596,0.694117647058823,0.487058823529412,0.81712962962963,0.863080684596577,0.801105559689593
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.67708333 0.76041667 0.75531915 0.73404255],0.613924050632911,0.537974683544304,0.819444444444444,0.981132075471698,0.983193277310924,0.98109243697479,0.655367231638418,0.682352941176471,0.608299758259468,0.587570621468927,0.666666666666667,0.539583333333333,0.82791817087846,0.85785536159601,0.818953256245575
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.47916667 0.48951049 0.51048951 0.47202797 0.49300699],0.483193277310924,0.466386554621849,0.569706498951782,0.584122359796067,0.560055865921788,0.601256983240223,0.485355648535565,0.475409836065574,0.483394573205201,0.445414847161572,0.439655172413793,0.465729225551159,0.554046713742531,0.534591194968553,0.569706498951782
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75694444 0.70138889 0.72916667 0.76056338 0.73239437],0.466386554621849,0.436974789915966,0.756711409395973,0.959553695955369,0.960893854748603,0.959497206703911,0.513409961685824,0.540322580645161,0.463143746462932,0.484615384615385,0.588785046728972,0.450881072982807,0.765751211631664,0.804753820033956,0.757269115655452
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116, zones, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.52777778 0.56338028 0.57042254 0.6056338  0.63380282],0.535864978902954,0.527426160337553,0.800168634064081,0.978902953586498,0.97752808988764,0.978932584269663,0.563492063492063,0.577235772357724,0.534231921266581,0.559055118110236,0.577235772357724,0.52545999144202,0.805258833196385,0.813953488372093,0.799956196240841
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdn,16,92,108,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.51666667 0.55882353 0.5        0.48739496],0.434173669467787,0.50140056022409,0.80083857442348,1,1,1,0.438888888888889,0.407216494845361,0.436737081778509,0.463855421686747,0.47239263803681,0.499082916956549,0.798515376458112,0.789308176100629,0.80083857442348
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.625      0.65277778 0.70138889 0.67361111 0.60416667],0.5125,0.558333333333333,0.78,0.942172073342736,0.927777777777778,0.943055555555556,0.551724137931034,0.620689655172414,0.515989988876529,0.607407407407407,0.683333333333333,0.558333333333333,0.787096774193548,0.818791946308725,0.78025690030668
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.52083333 0.625      0.58333333 0.5       ],0.509433962264151,0.459119496855346,0.78894472361809,0.99163179916318,0.99163179916318,0.99163179916318,0.530120481927711,0.530120481927711,0.508481293595434,0.475609756097561,0.527027027027027,0.463513513513514,0.792079207920792,0.808080808080808,0.789040404040404
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.58333333 0.625      0.61458333 0.71875    0.70833333],0.44375,0.5375,0.77375,0.961864406779661,0.945833333333333,0.9625,0.524064171122995,0.563218390804598,0.432294126909148,0.519480519480519,0.547945205479452,0.53834041883168,0.777367773677737,0.79,0.77375
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,474,158,158,0.6,0.2,0.2, [0.48958333 0.51041667 0.46808511 0.59574468 0.54255319],0.474683544303798,0.525316455696203,0.79620253164557,0.993630573248408,0.987341772151899,0.993670886075949,0.402877697841727,0.373333333333333,0.469799196787148,0.576271186440678,0.56043956043956,0.519025750369034,0.795425667090216,0.77667493796526,0.796606202832759
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.4375     0.47183099 0.54225352 0.45774648],0.5,0.466386554621849,0.789075630252101,0.992967651195499,0.988795518207283,0.992997198879552,0.489270386266094,0.487179487179487,0.499788090697182,0.440528634361234,0.446428571428571,0.465277777777778,0.785653287788215,0.784982935153584,0.789014646384739
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.6875     0.62676056 0.6971831  0.62676056],0.554621848739496,0.554621848739496,0.796638655462185,0.957983193277311,0.957983193277311,0.957983193277311,0.621428571428571,0.66412213740458,0.542341442534066,0.601503759398496,0.695652173913043,0.55920820077766,0.807936507936508,0.844112769485904,0.795991648797466
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.84895833 0.84375    0.84895833 0.8125     0.84895833],0.575,0.5875,0.820625,0.979978925184405,0.96875,0.980208333333333,0.609195402298851,0.658385093167702,0.574475565451775,0.616279069767442,0.67515923566879,0.589113360165683,0.825106642291286,0.848370927318296,0.820694191838699
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.6875     0.73611111 0.71830986 0.66197183 0.76760563],0.596638655462185,0.53781512605042,0.692436974789916,0.773371104815864,0.764705882352941,0.775910364145658,0.609756097560976,0.581395348837209,0.598037123959889,0.53781512605042,0.512,0.539185840707965,0.692436974789916,0.67430441898527,0.692938047143758
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.44791667 0.55208333 0.54166667 0.4787234  0.4893617 ],0.531645569620253,0.537974683544304,0.813131313131313,0.997894736842105,0.995798319327731,0.997899159663866,0.579545454545455,0.6,0.526027397260274,0.546583850931677,0.602739726027397,0.542546333601934,0.817733990147783,0.838383838383838,0.813131313131313
ensemble_model_N4_B148_E152_nb_zones_6_lab_svd,4,148,152,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.71527778 0.72222222 0.73611111 0.69444444 0.70138889],0.679166666666667,0.658333333333333,0.790833333333333,0.865497076023392,0.822222222222222,0.872222222222222,0.596858638743455,0.532710280373832,0.66485138078842,0.616822429906542,0.554621848739496,0.657476213625946,0.76951331496786,0.715017064846416,0.78910462362842
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.61458333 0.64583333 0.63986014 0.64685315 0.65734266],0.578059071729958,0.544303797468354,0.814989517819707,0.898954703832752,0.899581589958159,0.898884239888424,0.62962962962963,0.765765765765766,0.589232089232089,0.627586206896552,0.722222222222222,0.532282282282282,0.823057644110276,0.860587002096436,0.814989517819707
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116,4, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.45833333 0.54166667 0.5        0.5106383  0.5106383 ],0.481012658227848,0.474683544303798,0.537974683544304,0.62406015037594,0.70042194092827,0.578059071729958,0.493827160493827,0.555555555555556,0.487080103359173,0.541436464088398,0.597560975609756,0.469833119383825,0.582857142857143,0.652173913043478,0.539119537975373
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.45833333 0.41666667 0.36458333 0.47916667 0.4787234 ],0.522012578616352,0.578616352201258,0.581658291457286,0.588744588744589,0.569037656903766,0.602510460251046,0.547619047619048,0.505494505494506,0.524806076276665,0.537931034482759,0.549295774647887,0.575784250960307,0.570322580645161,0.551122194513716,0.581890211180908
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.52941176 0.49579832 0.50420168 0.49159664],0.494413407821229,0.53072625698324,0.817085953878407,1,1,1,0.498614958448753,0.483870967741936,0.494842460615154,0.52,0.529069767441861,0.530663915978995,0.816605359957961,0.814465408805031,0.817085953878407
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdn,4,148,152,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.52777778 0.58333333 0.5        0.51408451],0.556485355648536,0.548117154811716,0.560200668896321,0.537091988130564,0.504178272980501,0.565459610027855,0.554621848739496,0.523809523809524,0.558364938895912,0.504587155963303,0.482456140350877,0.545228070175439,0.534513274336283,0.504173622704507,0.560294516544884
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.55902778 0.59722222 0.5034965  0.55594406 0.56643357],0.540084388185654,0.518987341772152,0.881027253668763,0.99721059972106,0.99721059972106,0.99721059972106,0.543933054393305,0.541666666666667,0.540064102564102,0.521008403361345,0.52991452991453,0.519123931623932,0.881214024071167,0.882599580712788,0.881027253668763
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.5        0.44755245 0.47202797 0.46478873],0.479166666666667,0.5125,0.871593291404612,0.997897687456202,0.997198879551821,0.997899159663866,0.458874458874459,0.460869565217391,0.478434782608696,0.510460251046025,0.488,0.513565217391304,0.870848708487085,0.865828092243187,0.871593291404612
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.64583333 0.75       0.67021277 0.71276596 0.71276596],0.424050632911392,0.487341772151899,0.748101265822785,0.942430703624734,0.932489451476793,0.943037974683544,0.485875706214689,0.5,0.416666666666667,0.490566037735849,0.475609756097561,0.487804878048781,0.752795031055901,0.748148148148148,0.748100048100048
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.8125     0.80208333 0.77083333 0.80208333],0.63125,0.6125,0.77125,0.864628820960699,0.825,0.870833333333333,0.633540372670807,0.662337662337662,0.63237365044594,0.544117647058823,0.52112676056338,0.603260009495173,0.757615894039735,0.737113402061856,0.770255730157141
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdne,32,84,116,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.72916667 0.85416667 0.80208333 0.82291667],0.4625,0.575,0.72875,0.867368421052632,0.858333333333333,0.86875,0.5,0.56578947368421,0.467418546365915,0.642105263157895,0.663043478260869,0.559462915601023,0.740740740740741,0.759803921568627,0.728116246498599
svm_model_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.88888889 0.86111111 0.84027778 0.86619718 0.88732394],0.638655462184874,0.676470588235294,0.817114093959732,0.923928077455048,0.932960893854749,0.923184357541899,0.661417322834646,0.730434782608696,0.64164015553199,0.724014336917563,0.814516129032258,0.670415959252971,0.826433121019108,0.869346733668342,0.817026308010641
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.59663866 0.68907563 0.64285714 0.6512605 ],0.573816155988858,0.607242339832869,0.788259958071279,0.91042345276873,0.939495798319328,0.907563025210084,0.622222222222222,0.659685863874346,0.567938170032411,0.615803814713897,0.672619047619048,0.611178633757168,0.798,0.836477987421384,0.788259958071279
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.52083333 0.57746479 0.52816901 0.50704225 0.54225352],0.451476793248945,0.510548523206751,0.590219224283305,0.658119658119658,0.648876404494382,0.662921348314607,0.424778761061947,0.417391304347826,0.450498930862438,0.495652173913043,0.487179487179487,0.51025641025641,0.580310880829016,0.571428571428571,0.590062111801242
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.92708333 0.91666667 0.9787234  0.91489362 0.94680851],0.468354430379747,0.563291139240506,0.793670886075949,0.978632478632478,0.966244725738397,0.978902953586498,0.493975903614458,0.539473684210526,0.470956354300385,0.571428571428571,0.575,0.563141025641026,0.794968553459119,0.804071246819338,0.7937232808404
svm_model_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.86979167 0.80208333 0.80729167 0.828125   0.8125    ],0.646875,0.634375,0.83,0.95643153526971,0.960416666666667,0.95625,0.641269841269841,0.608433734939759,0.648372711625724,0.62379421221865,0.60625,0.634375,0.828930817610063,0.817617866004963,0.830093567763187
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svd,26,87,113,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.80208333 0.77894737 0.79473684 0.85263158 0.82631579],0.49211356466877,0.539432176656151,0.782471626733922,0.960084033613445,0.960084033613445,0.960084033613446,0.533333333333333,0.547619047619048,0.488574624480665,0.560240963855422,0.596153846153846,0.540312947921644,0.788213627992633,0.8025,0.782293256997455
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.69791667 0.65625    0.77083333 0.75531915],0.566037735849057,0.610062893081761,0.694723618090452,0.777777777777778,0.820083682008368,0.765690376569038,0.663414634146341,0.747252747252747,0.535391079508727,0.699029126213592,0.818181818181818,0.585147247119078,0.734426229508197,0.803827751196172,0.688950912635123
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.72916667 0.66666667 0.70833333 0.64583333],0.575,0.5,0.75,0.887931034482759,0.858333333333333,0.891666666666667,0.595238095238095,0.595238095238095,0.573934837092732,0.452054794520548,0.428571428571429,0.497418244406196,0.74293059125964,0.72069825436409,0.750073437958987
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.5625     0.55208333 0.54255319 0.46808511],0.5,0.481012658227848,0.796717171717172,1,1,1,0.568306010928962,0.68421052631579,0.506739409499358,0.549450549450549,0.649350649350649,0.485169151835819,0.808561236623068,0.869565217391304,0.797625501463732
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.55208333 0.48958333 0.5625     0.53125   ],0.54375,0.5125,0.81125,1,1,1,0.496551724137931,0.455696202531646,0.542662916080638,0.506329113924051,0.476190476190476,0.514411027568922,0.807151979565773,0.784119106699752,0.811455019344838
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svd,4,148,152, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70138889 0.63380282 0.75352113 0.75352113 0.64788732],0.637130801687764,0.611814345991561,0.790050590219224,0.89900426742532,0.887640449438202,0.900280898876404,0.629310344827586,0.623931623931624,0.636965811965812,0.619834710743802,0.625,0.611645299145299,0.788445199660153,0.782462057335582,0.790050590219224
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152,6, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.71527778 0.74647887 0.69014085 0.71126761 0.65492958],0.527426160337553,0.594936708860759,0.785834738617201,0.933526011560694,0.907303370786517,0.935393258426966,0.540983606557377,0.611111111111111,0.534237726098191,0.609756097560976,0.625,0.594551282051282,0.785109983079526,0.794520547945205,0.78596459290948
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.63986014 0.59090909 0.56993007 0.61538462 0.59507042],0.5375,0.579166666666667,0.879979035639413,0.988120195667366,0.990196078431373,0.988095238095238,0.557768924302789,0.593220338983051,0.53841344818005,0.613026819923372,0.655737704918033,0.577868852459016,0.882141019042717,0.89832285115304,0.879979035639413
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.72222222 0.70138889 0.71830986 0.71830986 0.72535211],0.579831932773109,0.596638655462185,0.686554621848739,0.779576587795766,0.876750700280112,0.752100840336134,0.59016393442623,0.660550458715596,0.58608918284617,0.647058823529412,0.745762711864407,0.597881355932203,0.717210007581501,0.809931506849315,0.688794136262941
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.6013986  0.6013986  0.66783217 0.67132867 0.60211268],0.633333333333333,0.679166666666667,0.860062893081761,0.928671328671329,0.929971988795518,0.928571428571429,0.636363636363636,0.663793103448276,0.634315906562848,0.693227091633466,0.701612903225807,0.678392658509455,0.861154446177847,0.867924528301887,0.860062893081761
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.79166667 0.83333333 0.81770833 0.80208333 0.81578947],0.554858934169279,0.579937304075235,0.796365914786967,0.948148148148148,0.935281837160752,0.948851774530271,0.56441717791411,0.61744966442953,0.558724832214765,0.608187134502924,0.641975308641975,0.578949437760478,0.798512089274644,0.815189873417721,0.796552753086032
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.89583333 0.88541667 0.93617021 0.90425532 0.89361702],0.575949367088608,0.613924050632911,0.835443037974684,0.995762711864407,0.991561181434599,0.9957805907173,0.562091503267974,0.544303797468354,0.575949367088608,0.616352201257862,0.604938271604938,0.614157447490781,0.834183673469388,0.82367758186398,0.835502913069394
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdne,32,84,116,4, low_bits_4_shifted_2, svdne,468,156,156,0.6,0.2,0.2, [0.88297872 0.84042553 0.86170213 0.90425532 0.81521739],0.564102564102564,0.57051282051282,0.819230769230769,0.987068965517241,0.978632478632479,0.987179487179487,0.613636363636364,0.574468085106383,0.561427590940288,0.598802395209581,0.632911392405063,0.569702449449285,0.825278810408922,0.818181818181818,0.819278576651231
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,1428,476,476,0.6,0.2,0.2, [0.53846154 0.54895105 0.54895105 0.54545455 0.57746479],0.504166666666667,0.5,0.874213836477987,0.999300209937019,1,0.999299719887955,0.506224066390042,0.512605042016807,0.504236405305924,0.508196721311475,0.512396694214876,0.499895826099035,0.874608150470219,0.877358490566038,0.874213836477987
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdn,4,148,152,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.52083333 0.57746479 0.51408451 0.54225352],0.512605042016807,0.529411764705882,0.808403361344538,1,1,1,0.524590163934426,0.542372881355932,0.512853107344633,0.537190082644628,0.550847457627119,0.529590395480226,0.81,0.81956155143339,0.808440742215857
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.72916667 0.73958333 0.71578947 0.72631579 0.7       ],0.537735849056604,0.553459119496855,0.722012578616352,0.837060702875399,0.823899371069182,0.839622641509434,0.585915492957747,0.702702702702703,0.548410174880763,0.626315789473684,0.725609756097561,0.547869813113716,0.735961768219833,0.780735107731305,0.7224524477483
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.88541667 0.84375    0.8125     0.86458333],0.59375,0.58125,0.835,1,1,1,0.615384615384615,0.65,0.59375,0.593939393939394,0.653333333333333,0.585490196078431,0.837837837837838,0.863291139240506,0.835349273323957
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.44166667 0.52521008 0.5210084  0.52521008 0.48739496],0.527932960893855,0.494413407821229,0.813941299790356,0.995808885163453,0.996644295302013,0.995805369127517,0.544474393530997,0.570621468926554,0.52840465711521,0.514745308310992,0.530386740331492,0.49400692948778,0.81672689726381,0.829140461215933,0.813941299790356
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.57342657 0.55944056 0.55944056 0.56993007 0.53873239],0.55,0.595833333333333,0.881027253668763,0.984550561797753,0.981792717086835,0.984593837535014,0.571428571428571,0.6,0.55,0.594142259414226,0.591666666666667,0.595833333333333,0.881462140992167,0.884696016771489,0.881027253668763
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.625      0.70833333 0.6875     0.66666667],0.625,0.59375,0.8175,0.956340956340956,0.958333333333333,0.95625,0.620253164556962,0.590361445783132,0.626349554060397,0.610778443113772,0.662337662337662,0.596229072132687,0.818858560794045,0.825,0.8175
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.52083333 0.48958333 0.63541667 0.48958333],0.5375,0.525,0.67,0.757446808510638,0.741666666666667,0.7625,0.579545454545455,0.6,0.533333333333333,0.568181818181818,0.641025641025641,0.527829893683552,0.678832116788321,0.692307692307692,0.669831428017826
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.71678322 0.66083916 0.67482517 0.67482517 0.68309859],0.658333333333333,0.641666666666667,0.688679245283019,0.697872340425532,0.689075630252101,0.701680672268908,0.646551724137931,0.630252100840336,0.658101257031738,0.612612612612613,0.56198347107438,0.642336273352316,0.681330472103004,0.665618448637317,0.688679245283019
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.53781513 0.5210084  0.47478992 0.51260504 0.49159664],0.495821727019499,0.465181058495822,0.743186582809224,0.90176322418136,0.902521008403361,0.901680672268908,0.490140845070423,0.480662983425414,0.495949469240797,0.454545454545455,0.449438202247191,0.465050592836303,0.741833508956797,0.737945492662474,0.743186582809224
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.49305556 0.50694444 0.51408451 0.57746479 0.47887324],0.542016806722689,0.529411764705882,0.814285714285714,1,1,1,0.536170212765957,0.547826086956522,0.54220572640509,0.540983606557377,0.545454545454545,0.529137529137529,0.814752724224644,0.81956155143339,0.814303388782021
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.47902098 0.5        0.48251748 0.47535211],0.508333333333333,0.529166666666667,0.875786163522013,0.995798319327731,0.995798319327731,0.995798319327731,0.553030303030303,0.557251908396947,0.503396596400308,0.510822510822511,0.541284403669725,0.530184186567687,0.876755070202808,0.883647798742138,0.875786163522013
ensemble_model_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.91666667 0.82638889 0.90140845 0.83802817 0.86619718],0.642857142857143,0.638655462184874,0.834453781512605,0.963068181818182,0.949579831932773,0.963585434173669,0.67680608365019,0.773913043478261,0.647119123365147,0.705479452054795,0.8046875,0.625071022727273,0.84352660841938,0.885,0.834025423728813
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.49300699 0.56643357 0.51398601 0.45774648],0.475,0.504166666666667,0.871069182389937,0.999299229152067,0.99859943977591,0.999299719887955,0.479338842975207,0.487394957983193,0.475102437669283,0.529644268774704,0.553719008264463,0.503750260434752,0.87200832466181,0.878406708595388,0.871069182389937
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.47916667 0.53125    0.51041667 0.52083333],0.49375,0.5125,0.80125,1,1,1,0.526315789473684,0.555555555555556,0.492967651195499,0.576086956521739,0.595505617977528,0.50197816110144,0.809580838323353,0.824390243902439,0.800656660412758
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.40625    0.45833333 0.58510638 0.5        0.43617021],0.506329113924051,0.493670886075949,0.79746835443038,0.995798319327731,1,0.9957805907173,0.5,0.481481481481482,0.506974506974507,0.487179487179487,0.475,0.493910256410256,0.796954314720812,0.78894472361809,0.797533586298841
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.55882353 0.51680672 0.50840336 0.51260504 0.53813559],0.491666666666667,0.463888888888889,0.723794549266247,0.873851294903926,0.88047138047138,0.872895622895623,0.453731343283582,0.481012658227848,0.490506329113924,0.476964769647697,0.435643564356436,0.467821782178218,0.722777485533929,0.720125786163522,0.723794549266247
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.89583333 0.82291667 0.86458333 0.84042553],0.547169811320755,0.60377358490566,0.8178391959799,0.979166666666667,0.98326359832636,0.97907949790795,0.590909090909091,0.712328767123288,0.559652755654667,0.655737704918033,0.75,0.602848101265823,0.827175208581645,0.885204081632653,0.818839664578703
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.86458333 0.83854167 0.84736842 0.84210526 0.82105263],0.562893081761006,0.628930817610063,0.825786163522013,0.978813559322034,0.968553459119497,0.979035639412998,0.558730158730159,0.55,0.562974683544304,0.638036809815951,0.675324675324675,0.630345264491606,0.825236593059937,0.826801517067004,0.825791246643639
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.68229167 0.65104167 0.66842105 0.64210526 0.63684211],0.49685534591195,0.540880503144654,0.648427672955975,0.719822812846069,0.681341719077568,0.734800838574423,0.393939393939394,0.333333333333333,0.493827160493827,0.493055555555556,0.422619047619048,0.54797619047619,0.615807560137457,0.559300873907616,0.649105443290943
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104, zones, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.75       0.68055556 0.73776224 0.72377622 0.71328671],0.616033755274262,0.658227848101266,0.840670859538784,0.905714285714286,0.884239888423989,0.907949790794979,0.631578947368421,0.634146341463415,0.615318784766795,0.663900414937759,0.701754385964912,0.65982028241335,0.838983050847458,0.830188679245283,0.840670859538784
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,468,156,156,0.6,0.2,0.2, [0.89361702 0.81914894 0.80851064 0.82978723 0.86956522],0.532051282051282,0.525641025641026,0.806410256410256,0.991379310344828,0.982905982905983,0.991452991452992,0.568047337278107,0.695652173913043,0.548975512243878,0.602150537634409,0.64367816091954,0.510244877561219,0.815628815628816,0.856410256410256,0.806410256410256
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.70138889 0.70138889 0.70833333 0.6971831 ],0.535564853556485,0.627615062761506,0.786789297658863,0.922425952045134,0.910863509749304,0.923398328690808,0.550607287449393,0.576271186440678,0.53606947751786,0.607929515418502,0.638888888888889,0.628604749787956,0.784446322907861,0.793162393162393,0.786924895435534
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.54513889 0.50347222 0.55944056 0.59090909],0.51271186440678,0.51271186440678,0.863731656184486,0.979050279329609,0.976323119777159,0.979108635097493,0.526748971193416,0.571428571428571,0.515552995391705,0.530612244897959,0.524193548387097,0.512096774193548,0.864583333333333,0.870020964360587,0.863731656184486
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdne,8,96,104,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.62587413 0.65734266 0.65734266 0.66433566 0.62676056],0.583333333333333,0.554166666666667,0.665094339622642,0.695774647887324,0.69187675070028,0.697478991596639,0.671052631578947,0.88695652173913,0.595478260869565,0.670769230769231,0.872,0.540347826086957,0.68814055636896,0.738993710691824,0.665094339622642
svm_model_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152,6, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.53472222 0.50704225 0.52816901 0.55633803 0.55633803],0.476793248945148,0.523206751054852,0.600337268128162,0.669456066945607,0.674157303370787,0.667134831460674,0.456140350877193,0.477064220183486,0.476813360091743,0.570342205323194,0.604838709677419,0.519233514130745,0.607615894039735,0.623089983022071,0.600489715129126
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.90625    0.85416667 0.91666667 0.88541667 0.87234043],0.515723270440252,0.553459119496855,0.801507537688442,0.978902953586498,0.97071129707113,0.97907949790795,0.588235294117647,0.743243243243243,0.530445151033386,0.594285714285714,0.641975308641975,0.551756885090218,0.811004784688995,0.860406091370558,0.802093592948961
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.45833333 0.48958333 0.47916667 0.51041667 0.4893617 ],0.534591194968553,0.415094339622642,0.790201005025126,1,1,1,0.569767441860465,0.597560975609756,0.532546721571112,0.392156862745098,0.428571428571429,0.41653290529695,0.792029887920299,0.813299232736573,0.790600233652237
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.5        0.54545455 0.50699301 0.55244755],0.564853556485356,0.573221757322176,0.878406708595388,0.981818181818182,0.981818181818182,0.981818181818182,0.547826086956522,0.572727272727273,0.565433403805497,0.604651162790698,0.604651162790698,0.570507399577167,0.879040667361835,0.883647798742138,0.878406708595388
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,468,156,156,0.6,0.2,0.2, [0.61702128 0.67021277 0.63829787 0.70212766 0.69565217],0.532051282051282,0.557692307692308,0.78974358974359,0.953586497890295,0.965811965811966,0.952991452991453,0.522875816993464,0.533333333333333,0.532098765432099,0.549019607843137,0.51219512195122,0.560151615029664,0.78974358974359,0.78772378516624,0.789748782043275
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47902098 0.4965035  0.4965035  0.48251748 0.53146853],0.460251046025105,0.493723849372385,0.868972746331237,1,1,1,0.4,0.380530973451327,0.45613850259868,0.493723849372385,0.468253968253968,0.495188931029639,0.867303609341826,0.856394129979036,0.868972746331237
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.74305556 0.71527778 0.6971831  0.68309859 0.64788732],0.630252100840336,0.651260504201681,0.777310924369748,0.871584699453552,0.893557422969188,0.868347338935574,0.653543307086614,0.71551724137931,0.632348784624081,0.671936758893281,0.691056910569106,0.649876281371509,0.786117836965295,0.817114093959732,0.777243915666735
ensemble_model_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.82291667 0.875      0.84375    0.890625   0.84736842],0.595611285266458,0.589341692789969,0.81453634085213,0.961864406779661,0.947807933194154,0.962421711899791,0.617210682492582,0.654088050314465,0.595794025157233,0.613569321533923,0.601156069364162,0.588249267558793,0.817283950617284,0.816276202219482,0.814507527861334
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdn,4,148,152, zones, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.46527778 0.5        0.49305556 0.47222222],0.458333333333333,0.5,0.786666666666667,0.991666666666667,0.991666666666667,0.991666666666667,0.449152542372881,0.449152542372881,0.45818282856349,0.516129032258064,0.56140350877193,0.502923976608187,0.787375415282392,0.800675675675676,0.786850995732575
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.83333333 0.84375    0.89361702 0.86170213],0.5,0.512658227848101,0.803030303030303,1,1,1,0.582010582010582,0.69620253164557,0.5,0.574585635359116,0.619047619047619,0.505469755469755,0.815602836879433,0.860349127182045,0.80229732573936
svm_model_N8_B146_E154_nb_zones_4_lab_svd,8,146,154,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.72916667 0.75       0.75       0.67021277],0.666666666666667,0.666666666666667,0.702261306532663,0.701594533029613,0.644351464435146,0.725941422594142,0.629370629370629,0.584415584415584,0.664159011719987,0.65359477124183,0.632911392405063,0.666455696202531,0.677551020408163,0.630379746835443,0.701723539253133
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.70833333 0.69791667 0.73404255 0.67021277],0.575949367088608,0.569620253164557,0.651515151515152,0.741284403669725,0.848739495798319,0.703781512605042,0.629834254143646,0.703703703703704,0.572631072631073,0.626373626373626,0.75,0.576219512195122,0.696035242290749,0.8,0.651889168765743
svm_model_N16_B92_E108_nb_zones_12_lab_svd,16,92,108,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.82867133 0.74825175 0.77272727 0.80769231 0.81118881],0.619246861924686,0.585774058577406,0.774109014675052,0.829922371206775,0.822377622377622,0.831468531468531,0.656603773584906,0.71900826446281,0.617978708502591,0.64,0.745762711864407,0.587757388990055,0.779764946346449,0.79979035639413,0.774109014675052
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,1188,396,396,0.6,0.2,0.2, [0.49159664 0.53361345 0.55462185 0.46638655 0.48305085],0.538888888888889,0.461111111111111,0.808176100628931,0.994949494949495,0.994949494949495,0.994949494949495,0.533707865168539,0.524861878453039,0.538967252075681,0.432748538011696,0.41340782122905,0.460847557023365,0.80593849416755,0.79664570230608,0.808176100628931
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,960,320,320,0.6,0.2,0.2, [0.83854167 0.77604167 0.796875   0.80208333 0.77604167],0.559375,0.603125,0.808125,0.959752321981424,0.96875,0.959375,0.591304347826087,0.64968152866242,0.561037083349615,0.636103151862464,0.69811320754717,0.603714988866753,0.815393866506314,0.851758793969849,0.808342083552089
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.57638889 0.57042254 0.53521127 0.52112676],0.516806722689076,0.487394957983193,0.79327731092437,0.987377279102384,0.985994397759104,0.987394957983193,0.502164502164502,0.495726495726496,0.516458289185562,0.469565217391304,0.469565217391304,0.486815129020856,0.79045996592845,0.787775891341256,0.793222388266302
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.47916667 0.44791667 0.51041667 0.5625    ],0.4875,0.4375,0.7775,0.9875,0.9875,0.9875,0.511904761904762,0.511904761904762,0.486215538847118,0.464285714285714,0.475609756097561,0.436522826766729,0.781862745098039,0.785714285714286,0.777374909354605
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.84027778 0.85416667 0.85211268 0.83098592 0.8943662 ],0.642857142857143,0.684873949579832,0.855462184873949,0.983193277310924,0.983193277310924,0.983193277310924,0.674329501915709,0.758620689655172,0.645703787450537,0.727272727272727,0.775193798449612,0.67658772491288,0.8624,0.895348837209302,0.854987343774719
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104,12, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.48958333 0.44097222 0.52797203 0.47902098],0.466101694915254,0.491525423728814,0.871069182389937,1,1,1,0.466101694915254,0.478260869565217,0.466403162055336,0.495798319327731,0.487603305785124,0.491627739849084,0.871204188481675,0.872117400419287,0.871069182389937
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.84375    0.81770833 0.86458333 0.86842105 0.78947368],0.616352201257862,0.562893081761006,0.83605527638191,1,1,1,0.649425287356322,0.684848484848485,0.613666072489602,0.574923547400612,0.639455782312925,0.568265902852369,0.839975475168608,0.867088607594937,0.836287445942107
ensemble_model_N8_B146_E154_nb_zones_4_lab_svd,8,146,154,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.79166667 0.71875    0.76041667 0.73958333 0.80208333],0.65,0.60625,0.81375,0.936440677966102,0.920833333333333,0.9375,0.702127659574468,0.868421052631579,0.660401002506266,0.651933701657459,0.756410256410256,0.609912445278299,0.822829964328181,0.878172588832487,0.814702057963042
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.52777778 0.46527778 0.55633803 0.52112676],0.42436974789916,0.478991596638655,0.501677852348993,0.569210866752911,0.614525139664804,0.534916201117319,0.449799196787149,0.466666666666667,0.424011299435028,0.5,0.52991452991453,0.479833298015116,0.532283464566929,0.568067226890756,0.501789057331475
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.92361111 0.88888889 0.83333333 0.94444444 0.9084507 ],0.481171548117155,0.502092050209205,0.782608695652174,0.976421636615811,0.98050139275766,0.976323119777159,0.547445255474453,0.646551724137931,0.485877488085226,0.593856655290102,0.743589743589744,0.507040773434216,0.798136645962733,0.868243243243243,0.783459369965992
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.48958333 0.51041667 0.52083333 0.5       ],0.522012578616352,0.446540880503145,0.751256281407035,0.929460580912863,0.937238493723849,0.928870292887029,0.506493506493506,0.527027027027027,0.522337042925278,0.476190476190476,0.465116279069767,0.444886906658171,0.753731343283582,0.759398496240602,0.751235772049772
ensemble_model_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.51388889 0.48611111 0.50694444 0.52083333 0.44444444],0.533333333333333,0.479166666666667,0.8025,1,1,1,0.495495495495496,0.514018691588785,0.531445436019956,0.50199203187251,0.4921875,0.478236607142857,0.801341156747695,0.803361344537815,0.802507118549899
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svd,32,84,116,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83098592 0.8943662  0.85211268 0.84507042 0.86619718],0.406779661016949,0.478813559322034,0.731810490693739,0.921965317919075,0.898591549295775,0.923943661971831,0.473684210526316,0.605769230769231,0.427884615384615,0.539325842696629,0.626086956521739,0.482464965864175,0.741224489795918,0.790940766550523,0.733463804327893
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdne,4,148,152,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61111111 0.61111111 0.63888889 0.57746479 0.54929577],0.57563025210084,0.584033613445378,0.592281879194631,0.610354223433242,0.625698324022346,0.600558659217877,0.657627118644068,0.7578125,0.560724431818182,0.65017667844523,0.821428571428571,0.597222222222222,0.629573170731707,0.690635451505017,0.591950722385505
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.85416667 0.875      0.89583333 0.79166667],0.425,0.51875,0.78875,1,1,1,0.505376344086021,0.671428571428571,0.452380952380952,0.601036269430052,0.707317073170732,0.513914946841776,0.80325960419092,0.880102040816326,0.790541216486594
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70, zones, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.94791667 0.94097222 0.94097222 0.94444444 0.93706294],0.604255319148936,0.617021276595745,0.89832285115304,0.99236641221374,0.994436717663421,0.992350486787204,0.563380281690141,0.512820512820513,0.6038678835289,0.601769911504425,0.576271186440678,0.617195422280168,0.896808510638298,0.883647798742138,0.89832285115304
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.69791667 0.69791667 0.72340426 0.73404255 0.70212766],0.582278481012658,0.449367088607595,0.774683544303797,0.947807933194154,0.957805907172996,0.947257383966245,0.625,0.662650602409639,0.577991967871486,0.445859872611465,0.454545454545455,0.44949494949495,0.780788177339901,0.798488664987406,0.774562398651463
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65625    0.67361111 0.66783217 0.62587413 0.61538462],0.616033755274262,0.59915611814346,0.656708595387841,0.677219545767378,0.686192468619247,0.672942817294282,0.628571428571429,0.669565217391304,0.617569493941554,0.654545454545455,0.737704918032787,0.594939415538133,0.668018246325393,0.690775681341719,0.656708595387841
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.6875     0.765625   0.72631579 0.77894737 0.75789474],0.556603773584906,0.537735849056604,0.811949685534591,0.988433228180862,0.985324947589098,0.988469601677149,0.613698630136986,0.670658682634731,0.550561129396835,0.581196581196581,0.62962962962963,0.535968660968661,0.820635872825435,0.84863523573201,0.81143496480478
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,1200,400,400,0.6,0.2,0.2, [0.675      0.725      0.6625     0.66666667 0.69166667],0.550847457627119,0.587570621468927,0.776205450733753,0.898839137645108,0.903333333333333,0.898333333333333,0.625882352941176,0.734806629834254,0.546594066362214,0.655660377358491,0.803468208092485,0.592341838852873,0.792214111922141,0.853249475890985,0.776205450733753
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116,6, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.86805556 0.84722222 0.89583333 0.85211268 0.88732394],0.533613445378151,0.542016806722689,0.815436241610738,1,1,1,0.633663366336634,0.761904761904762,0.519345238095238,0.642622950819672,0.784,0.52916814159292,0.833836858006042,0.9064039408867,0.813407802347295
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152,4, low_bits_4, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.78125    0.78723404 0.76595745 0.76595745 0.74468085],0.484076433121019,0.605095541401274,0.737913486005089,0.860310421286031,0.822033898305085,0.866525423728814,0.531791907514451,0.575,0.482305194805195,0.63953488372093,0.714285714285714,0.607142857142857,0.741206030150754,0.750636132315522,0.737913486005089
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.6875     0.63380282 0.64084507 0.66901408],0.600840336134454,0.621848739495798,0.64453781512605,0.65406976744186,0.630252100840336,0.666666666666667,0.577777777777778,0.631067961165049,0.604422869471413,0.637096774193548,0.637096774193548,0.621179966044143,0.635658914728682,0.631849315068493,0.644307495818075
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.53361345 0.53781513 0.56722689 0.4789916  0.52941176],0.476323119777159,0.515320334261838,0.807127882599581,0.994949494949495,0.99327731092437,0.994957983193277,0.489130434782609,0.497237569060774,0.476146874418027,0.51123595505618,0.51123595505618,0.515286485815383,0.807531380753138,0.809224318658281,0.807127882599581
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.70138889 0.72222222 0.6875     0.71527778 0.75      ],0.4875,0.529166666666667,0.76,0.92797783933518,0.930555555555556,0.927777777777778,0.497959183673469,0.495934959349593,0.487283718991036,0.538775510204082,0.616822429906542,0.537734523223948,0.762376237623762,0.783050847457627,0.760377882745207
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svd,8,146,154, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.64583333 0.79166667 0.70833333 0.71875   ],0.60625,0.60625,0.8125,0.949152542372882,0.933333333333333,0.95,0.622754491017964,0.626506024096386,0.605460804255985,0.666666666666667,0.707865168539326,0.593369203987973,0.818840579710145,0.822815533980582,0.81218096286658
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.77916667 0.76666667 0.70833333 0.7625     0.72689076],0.549295774647887,0.591549295774648,0.715408805031446,0.809294871794872,0.843071786310517,0.801335559265442,0.576719576719577,0.608938547486033,0.548787455561199,0.634760705289672,0.715909090909091,0.592591416962925,0.731586752347998,0.775681341719077,0.715408805031446
svm_model_N40_B80_E120_nb_zones_4_lab_svd,40,80,120,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.92708333 0.88541667 0.88297872 0.94680851 0.90425532],0.670886075949367,0.607594936708861,0.844303797468354,0.980728051391863,0.966244725738397,0.981012658227848,0.726315789473684,0.811764705882353,0.659307010475423,0.647727272727273,0.662790697674419,0.602228682170543,0.85234093637455,0.870098039215686,0.843425982958628
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.84375    0.77083333 0.84375    0.78125    0.8125    ],0.48125,0.55625,0.8075,1,1,1,0.496969696969697,0.5,0.480769230769231,0.553459119496855,0.611111111111111,0.561237373737374,0.808457711442786,0.8248730964467,0.807756745267685
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.75       0.77083333 0.69791667],0.50625,0.475,0.745,0.911062906724512,0.875,0.914583333333333,0.558659217877095,0.588235294117647,0.50078431372549,0.5,0.525,0.475,0.747524752475248,0.745679012345679,0.744991404907017
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.52083333 0.60416667 0.51041667 0.44791667],0.5125,0.5375,0.81,1,1,1,0.465753424657534,0.441558441558442,0.509935847285245,0.493150684931507,0.444444444444444,0.538677918424754,0.803108808290155,0.778894472361809,0.809845246131153
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63020833 0.66666667 0.64583333 0.671875   0.64210526],0.498432601880878,0.579937304075235,0.777568922305764,0.936787564766839,0.943632567849687,0.936325678496868,0.53757225433526,0.550295857988166,0.495147928994083,0.567741935483871,0.602739726027397,0.581716683822947,0.780999383096854,0.797229219143577,0.777666978649095
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdne,4,148,152,6, low_bits_4_shifted_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.66666667 0.71126761 0.6056338  0.71126761 0.70422535],0.506329113924051,0.510548523206751,0.802698145025295,0.99859747545582,1,0.998595505617978,0.544747081712062,0.583333333333333,0.50534188034188,0.504273504273504,0.536363636363636,0.512276306370795,0.805647840531561,0.827645051194539,0.802989192263936
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.69791667 0.75       0.71875    0.68085106],0.547169811320755,0.559748427672956,0.78391959798995,0.936440677966102,0.924686192468619,0.937238493723849,0.492957746478873,0.4375,0.547863924050633,0.533333333333333,0.512820512820513,0.558879392212726,0.774869109947644,0.7455919395466,0.783823538695605
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57894737 0.56315789 0.53157895 0.53157895 0.53157895],0.496835443037975,0.468354430379747,0.560682680151707,0.604301075268817,0.591578947368421,0.612631578947368,0.471760797342193,0.50354609929078,0.497487335359676,0.505882352941176,0.524390243902439,0.466142490372272,0.557606619987269,0.561538461538462,0.56069441780165
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.51388889 0.51388889 0.55555556 0.54929577 0.50704225],0.542016806722689,0.428571428571429,0.794463087248322,1,1,1,0.555102040816327,0.56198347107438,0.541675496220951,0.408695652173913,0.439252336448598,0.429549832346437,0.794290512174643,0.807167235494881,0.794672726658331
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77604167 0.828125   0.78645833 0.83157895 0.86842105],0.625786163522013,0.657232704402516,0.826633165829146,0.949152542372881,0.937238493723849,0.94979079497908,0.666666666666667,0.820689655172414,0.641558700418577,0.710875331564987,0.848101265822785,0.658425632911392,0.835518474374255,0.897567221510884,0.827945139732014
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.5625     0.51388889 0.5915493  0.48591549 0.53521127],0.483193277310924,0.512605042016807,0.781512605042017,0.970464135021097,0.966386554621849,0.970588235294117,0.462882096069869,0.464912280701754,0.482456140350877,0.504273504273504,0.508620689655172,0.512507066139062,0.778534923339012,0.778534923339012,0.781473100143801
svm_model_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154,4, lab, svdn,468,156,156,0.6,0.2,0.2, [0.53191489 0.5        0.5        0.4787234  0.56521739],0.487179487179487,0.487179487179487,0.794871794871795,1,1,1,0.384615384615385,0.36231884057971,0.474262868565717,0.534883720930232,0.511111111111111,0.482828282828283,0.792207792207792,0.776081424936387,0.79501745665424
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.66666667 0.72222222 0.70833333 0.67361111 0.70422535],0.564853556485356,0.569037656903766,0.811872909698997,0.974930362116992,0.974930362116992,0.974930362116992,0.504761904761905,0.473214285714286,0.559441788526434,0.525345622119816,0.478991596638655,0.568662464985994,0.803493449781659,0.779661016949153,0.811447670190748
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.81944444 0.84027778 0.88888889 0.85915493 0.88732394],0.571428571428571,0.659663865546218,0.846476510067114,1,1,1,0.638297872340425,0.731707317073171,0.565853658536585,0.709677419354839,0.779527559055118,0.65102504078882,0.856695379796398,0.899671052631579,0.845383471521269
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svd,32,84,116,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.77777778 0.83333333 0.77777778 0.88028169 0.79577465],0.516806722689076,0.525210084033613,0.800335570469798,0.985915492957746,0.977653631284916,0.986033519553072,0.578754578754579,0.652892561983471,0.514480469025924,0.560311284046693,0.610169491525424,0.525918079096045,0.808064516129032,0.839195979899497,0.800270258857312
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.67832168 0.73426573 0.71328671 0.66433566 0.66901408],0.65,0.6125,0.871069182389937,0.951167728237792,0.941176470588235,0.951680672268908,0.706293706293706,0.85593220338983,0.653375937760489,0.680412371134021,0.811475409836066,0.609127535426507,0.876381909547738,0.914046121593291,0.871069182389937
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.6875     0.70833333 0.82291667 0.66666667],0.51875,0.49375,0.75,0.909871244635193,0.883333333333333,0.9125,0.549707602339181,0.594936708860759,0.519690576652602,0.514970059880239,0.573333333333333,0.49843137254902,0.751243781094527,0.766497461928934,0.750243804856092
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.88194444 0.85416667 0.82394366 0.91549296 0.8943662 ],0.5,0.53781512605042,0.804201680672269,0.99438202247191,0.991596638655462,0.994397759103642,0.547528517110266,0.620689655172414,0.502967778405879,0.566929133858268,0.626086956521739,0.540685754683634,0.810414971521562,0.846938775510204,0.804698623635501
ensemble_model_N40_B80_E120_nb_zones_4_lab_svd,40,80,120,4, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.86170213 0.91489362 0.87234043 0.93617021 0.84042553],0.730769230769231,0.666666666666667,0.870843989769821,0.985010706638116,0.978723404255319,0.985106382978723,0.740740740740741,0.833333333333333,0.738095238095238,0.707865168539326,0.777777777777778,0.662222222222222,0.874845105328377,0.90979381443299,0.87114056203883
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.68531469 0.68531469 0.67482517 0.67605634],0.575,0.608333333333333,0.729559748427673,0.771754636233952,0.757703081232493,0.775910364145658,0.509615384615385,0.473214285714286,0.568638392857143,0.608333333333333,0.5703125,0.611049107142857,0.721081081081081,0.69916142557652,0.729559748427673
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.48958333 0.57291667 0.51041667 0.46875    0.45744681],0.553459119496855,0.440251572327044,0.796482412060301,0.99581589958159,0.99581589958159,0.99581589958159,0.584795321637427,0.561797752808989,0.552327447833066,0.45398773006135,0.5,0.444117647058823,0.800492610837439,0.808457711442786,0.796360835416825
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.51260504 0.48319328 0.53361345 0.52941176 0.51271186],0.536111111111111,0.513888888888889,0.820754716981132,1,1,1,0.524216524216524,0.519774011299435,0.535843289802723,0.512534818941504,0.502732240437158,0.514077984625359,0.819810326659642,0.815513626834382,0.820754716981132
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65277778 0.625      0.67361111 0.6971831  0.6971831 ],0.525210084033613,0.546218487394958,0.772651006711409,0.929378531073446,0.918994413407821,0.930167597765363,0.546184738955823,0.591304347826087,0.527359490986214,0.590909090909091,0.582089552238806,0.541044776119403,0.778050778050778,0.782537067545305,0.772465114969234
svm_model_N32_B84_E116_nb_zones_8_lab_svd,32,84,116,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.86458333 0.84375    0.78947368 0.80526316 0.78947368],0.644654088050314,0.657232704402516,0.815723270440252,0.923737916219119,0.90146750524109,0.925576519916142,0.685236768802228,0.745454545454545,0.640701128936423,0.685878962536023,0.793333333333333,0.66452380952381,0.821014050091631,0.848484848484848,0.815846434267487
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdne,8,96,104,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.70979021 0.63986014 0.67132867 0.70629371 0.67253521],0.5875,0.620833333333333,0.887840670859539,0.983026874115983,0.973389355742297,0.983193277310924,0.567685589519651,0.503875968992248,0.594280326838466,0.584474885844749,0.576576576576577,0.617745652629374,0.885069817400644,0.863731656184486,0.887840670859539
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.48601399 0.5034965  0.46853147 0.44366197],0.516666666666667,0.516666666666667,0.876310272536688,0.997191011235955,0.994397759103642,0.997198879551821,0.5,0.513274336283186,0.516479687826632,0.546875,0.551181102362205,0.514528604278447,0.876569037656904,0.878406708595388,0.876310272536688
ensemble_model_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.5        0.51041667 0.4893617  0.42553191],0.493670886075949,0.550632911392405,0.809343434343434,1,1,1,0.523809523809524,0.523809523809524,0.491634491634492,0.594285714285714,0.666666666666667,0.552083333333333,0.815628815628816,0.835,0.809081632653061
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.55208333 0.625      0.57342657 0.58391608 0.61538462],0.616033755274262,0.60337552742616,0.829140461215933,0.90242214532872,0.909344490934449,0.901673640167364,0.591928251121076,0.564102564102564,0.615384615384615,0.580357142857143,0.541666666666667,0.604166666666667,0.8276955602537,0.820754716981132,0.829140461215933
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdne,16,92,108,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.75       0.725      0.68487395 0.72268908 0.75210084],0.565826330532213,0.554621848739496,0.686582809224319,0.744144144144144,0.69179229480737,0.76214405360134,0.44043321299639,0.333333333333333,0.57183908045977,0.4,0.304597701149425,0.548473713962691,0.638014527845036,0.552410901467505,0.686582809224319
svm_model_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.64583333 0.63194444 0.66666667 0.65972222 0.63888889],0.716666666666667,0.645833333333333,0.664166666666667,0.648876404494382,0.641666666666667,0.652777777777778,0.693693693693694,0.636363636363636,0.717341482047365,0.641350210970464,0.598425196850394,0.648770120549091,0.655849701110162,0.631578947368421,0.664607041251778
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.66666667 0.66666667 0.6971831  0.66197183 0.72535211],0.567226890756302,0.533613445378151,0.774789915966387,0.923076923076923,0.907563025210084,0.92436974789916,0.525345622119816,0.495652173913043,0.564899257688229,0.47887323943662,0.451327433628319,0.529663716814159,0.763250883392226,0.738461538461539,0.77418944691672
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.82638889 0.79166667 0.84027778 0.84027778 0.75694444],0.516666666666667,0.4625,0.793333333333333,0.99581589958159,0.991666666666667,0.995833333333333,0.597222222222222,0.735042735042735,0.521992912236815,0.56271186440678,0.605839416058394,0.438842038126284,0.809230769230769,0.856677524429967,0.791819990883926
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdn,26,87,113,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.5        0.50520833 0.47368421 0.52105263],0.493710691823899,0.518867924528302,0.741206030150754,0.897058823529412,0.893305439330544,0.897489539748954,0.525073746312684,0.559748427672956,0.493710691823899,0.543283582089552,0.561728395061728,0.518043684710351,0.746617466174662,0.759699624530663,0.741136066994209
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.77894737 0.74210526 0.8        0.74210526 0.7712766 ],0.525316455696203,0.474683544303798,0.757594936708861,0.927252985884908,0.90084388185654,0.929324894514768,0.542682926829268,0.542682926829268,0.524630937098845,0.474683544303798,0.5,0.475903614457831,0.755271565495208,0.75,0.757575757575758
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.47887324 0.5        0.49295775 0.58450704 0.45714286],0.478813559322034,0.491525423728814,0.786440677966102,0.987377279102384,0.994350282485876,0.98728813559322,0.485355648535565,0.495726495726496,0.478955684838038,0.478260869565217,0.458333333333333,0.492097701149425,0.786802030456853,0.786802030456853,0.78644006446442
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.50520833 0.53125    0.546875   0.5625     0.46842105],0.523510971786834,0.501567398119122,0.651002506265664,0.745867768595041,0.753653444676409,0.74321503131524,0.539393939393939,0.511494252873563,0.524712643678161,0.492012779552716,0.503267973856209,0.501633986928105,0.654252017380509,0.653846153846154,0.650973709834469
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.61805556 0.71527778 0.72916667 0.64583333 0.69444444],0.579166666666667,0.625,0.6725,0.736292428198433,0.783333333333333,0.719444444444444,0.637992831541219,0.760683760683761,0.583593912862206,0.678571428571429,0.730769230769231,0.615384615384615,0.703396226415094,0.767710049423394,0.671376103969707
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svd,40,80,120, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.875      0.90625    0.90625    0.77083333 0.82291667],0.675,0.64375,0.86375,1,1,1,0.69047619047619,0.666666666666667,0.675799086757991,0.662721893491124,0.708860759493671,0.644553836536959,0.866585067319461,0.87192118226601,0.863625565752294
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.73958333 0.74468085 0.67021277 0.71276596],0.462025316455696,0.594936708860759,0.715189873417722,0.846774193548387,0.886075949367089,0.839662447257384,0.519774011299435,0.707692307692308,0.499007444168734,0.673469387755102,0.725274725274725,0.57159258651796,0.74108170310702,0.819338422391857,0.715714551246307
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.70138889 0.67361111 0.64788732 0.71126761 0.64084507],0.584033613445378,0.567226890756302,0.671428571428571,0.746987951807229,0.781512605042017,0.735294117647059,0.634686346863469,0.666666666666667,0.576452599388379,0.608365019011407,0.672268907563025,0.567226890756303,0.694769711163154,0.735537190082645,0.670332697605425
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108,10, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.45416667 0.48333333 0.45416667 0.5        0.475     ],0.491525423728814,0.522598870056497,0.817085953878407,1,1,1,0.479768786127168,0.474285714285714,0.491332801276935,0.523943661971831,0.519553072625698,0.522633679169992,0.816412414518674,0.813417190775681,0.817085953878407
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.625      0.54166667 0.54166667 0.5625    ],0.5,0.575,0.8025,0.979253112033195,0.983333333333333,0.979166666666667,0.493670886075949,0.493670886075949,0.499921862791061,0.634408602150538,0.67816091954023,0.565107857030389,0.808716707021792,0.822660098522167,0.80219299342352
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.88028169 0.85211268 0.90140845 0.9084507  0.86619718],0.627118644067797,0.597457627118644,0.843485617597293,0.997175141242938,0.994366197183099,0.997183098591549,0.704697986577181,0.875,0.622844827586207,0.675767918088737,0.838983050847458,0.597457627118644,0.857582755966128,0.93929173693086,0.843160299704819
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69270833 0.67708333 0.71354167 0.66666667 0.66315789],0.608150470219436,0.573667711598746,0.7531328320802,0.863589743589744,0.878914405010438,0.861169102296451,0.622356495468278,0.647798742138365,0.608274371069182,0.587878787878788,0.625806451612903,0.575098347757671,0.759168704156479,0.783102143757881,0.753319440496624
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,720,240,240,0.6,0.2,0.2, [0.83333333 0.86111111 0.83333333 0.8125     0.86111111],0.558333333333333,0.579166666666667,0.825833333333333,0.997222222222222,0.997222222222222,0.997222222222222,0.582677165354331,0.643478260869565,0.561739130434783,0.613026819923372,0.62015503875969,0.575843285145611,0.830769230769231,0.849337748344371,0.825675585581581
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.84375    0.85416667 0.88811189 0.84615385 0.85664336],0.426160337552743,0.459915611814346,0.850104821802935,0.984593837535014,0.98047419804742,0.98465829846583,0.456,0.491379310344828,0.427507836990596,0.492063492063492,0.512396694214876,0.45878455400399,0.851813471502591,0.861635220125786,0.850104821802935
ensemble_model_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.72916667 0.68055556 0.66197183 0.65492958],0.617647058823529,0.626050420168067,0.802852348993289,0.92371705963939,0.930167597765363,0.9231843575419,0.591928251121076,0.594594594594595,0.616194935092573,0.653696498054475,0.661417322834646,0.623501454210116,0.804329725228976,0.810402684563758,0.802852348993289
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.48951049 0.56293706 0.52447552 0.56338028],0.5875,0.570833333333333,0.883647798742138,0.985875706214689,0.977591036414566,0.985994397759104,0.592592592592593,0.610169491525424,0.587871631008614,0.586345381526104,0.598360655737705,0.570366768546819,0.883647798742138,0.883647798742138,0.883647798742138
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.84027778 0.74305556 0.84722222 0.77777778 0.84722222],0.541666666666667,0.591666666666667,0.813333333333333,0.977591036414566,0.969444444444444,0.977777777777778,0.625850340136054,0.686567164179104,0.52252886510842,0.652482269503546,0.724409448818898,0.583443662462546,0.826356589147287,0.85829307568438,0.811702669102984
ensemble_model_N16_B92_E108_nb_zones_12_lab_svd,16,92,108,12, lab, svd,1440,480,480,0.6,0.2,0.2, [0.70833333 0.80208333 0.74305556 0.78125    0.8125    ],0.615384615384615,0.632478632478632,0.874213836477987,0.954929577464789,0.941666666666667,0.955555555555556,0.583333333333333,0.529411764705882,0.616879795396419,0.612612612612613,0.591304347826087,0.631786627694556,0.870828848223897,0.848008385744235,0.874213836477987
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.76666667 0.74583333 0.7605042  0.68907563 0.71428571],0.50140056022409,0.515406162464986,0.678721174004193,0.765232974910394,0.715242881072027,0.780569514237856,0.463855421686747,0.442528735632184,0.499952892406256,0.495626822157434,0.46448087431694,0.51672319577916,0.657733109994417,0.617400419287212,0.678721174004193
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.63541667 0.63541667 0.68229167 0.68947368],0.532915360501567,0.551724137931034,0.785714285714286,0.947916666666666,0.949895615866388,0.947807933194154,0.570605187319885,0.596385542168675,0.530218914875187,0.565349544072948,0.553571428571429,0.551620151371807,0.790953545232274,0.795817958179582,0.785520728770506
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.63888889 0.71126761 0.66197183 0.6971831 ],0.5,0.567226890756302,0.65546218487395,0.729106628242075,0.708683473389356,0.736694677871148,0.489270386266094,0.553398058252427,0.506328658755843,0.582995951417004,0.590163934426229,0.566633691351046,0.65076660988075,0.656357388316151,0.655481325737023
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdne,40,30,70,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83216783 0.85314685 0.80769231 0.82867133 0.82167832],0.476987447698745,0.615062761506276,0.871593291404612,0.980141843971631,0.966433566433566,0.98041958041958,0.531835205992509,0.63963963963964,0.48778856981982,0.682758620689655,0.7734375,0.602934966216216,0.875444839857651,0.90251572327044,0.871593291404612
svm_model_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.6875     0.65625    0.70833333 0.75      ],0.58125,0.54375,0.70375,0.789587852494577,0.758333333333333,0.797916666666667,0.556291390728477,0.608695652173913,0.584567606306737,0.573099415204678,0.563218390804598,0.541883168005039,0.697318007662835,0.689393939393939,0.703607860786079
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.78991597 0.75630252 0.72268908 0.80672269 0.74152542],0.594444444444444,0.588888888888889,0.819706498951782,0.957983193277311,0.95959595959596,0.957912457912458,0.647342995169082,0.712765957446808,0.588941118258288,0.6318407960199,0.738372093023256,0.595249876298862,0.82851445663011,0.871069182389937,0.819706498951782
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.68531469 0.64335664 0.63986014 0.61888112 0.6056338 ],0.620833333333333,0.591666666666667,0.818134171907757,0.889200561009818,0.887955182072829,0.889355742296919,0.634538152610442,0.663865546218487,0.621188971456351,0.59504132231405,0.59504132231405,0.591638308215848,0.818988002086594,0.822851153039832,0.818134171907757
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83216783 0.83216783 0.82517483 0.82167832 0.79370629],0.552301255230126,0.573221757322176,0.881551362683438,0.988120195667365,0.988811188811189,0.988111888111888,0.580392156862745,0.60655737704918,0.551141936387838,0.604651162790698,0.666666666666667,0.575136612021858,0.883744855967078,0.90041928721174,0.881551362683438
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.63541667 0.71875    0.66666667 0.79166667 0.72916667],0.59375,0.6375,0.78625,0.903614457831325,0.9375,0.9,0.648648648648649,0.697674418604651,0.585323695788812,0.618421052631579,0.723076923076923,0.651012145748988,0.795209580838323,0.849104859335038,0.787633114264096
svm_model_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.64583333 0.625      0.60416667 0.52083333],0.5875,0.48125,0.74625,0.893700787401575,0.945833333333333,0.8875,0.5875,0.626666666666667,0.589803921568628,0.514619883040936,0.586666666666667,0.487450980392157,0.758045292014303,0.815384615384615,0.747936210131332
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.74647887 0.66197183 0.78169014 0.78169014 0.73239437],0.572033898305085,0.584745762711864,0.831641285956007,1,1,1,0.600790513833992,0.655172413793103,0.573419540229885,0.625954198473282,0.689075630252101,0.58385405444229,0.837551020408163,0.869491525423729,0.831705222171324
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.52083333 0.55042017 0.50420168 0.50840336],0.459383753501401,0.478991596638655,0.714884696016772,0.861460957178841,0.85929648241206,0.86180904522613,0.446991404011461,0.456140350877193,0.459252971137521,0.468571428571428,0.440860215053763,0.480664025655537,0.712169312169312,0.705450733752621,0.714884696016772
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svd,4,148,152,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.61458333 0.68229167 0.68421053 0.57368421 0.64736842],0.525157232704403,0.518867924528302,0.622641509433962,0.699797160243408,0.723270440251572,0.689727463312369,0.549253731343284,0.56441717791411,0.524144072828023,0.548672566371681,0.560240963855422,0.516962587190869,0.63855421686747,0.657568238213399,0.622151466045475
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.54195804 0.48251748 0.4965035  0.47202797 0.52816901],0.4875,0.4875,0.867924528301887,0.995786516853932,0.992997198879552,0.995798319327731,0.462882096069869,0.460869565217391,0.486434782608696,0.513833992094862,0.52,0.486086956521739,0.867785939139559,0.866876310272536,0.867924528301887
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.61805556 0.66666667 0.61111111 0.65972222 0.66666667],0.541666666666667,0.570833333333333,0.775833333333333,0.923076923076923,0.933333333333333,0.922222222222222,0.53781512605042,0.551724137931034,0.541991101223582,0.589641434262948,0.578125,0.5703125,0.778964667214462,0.78476821192053,0.775773367705231
ensemble_model_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.66666667 0.71276596 0.74468085 0.71276596],0.620253164556962,0.651898734177215,0.844303797468354,0.983333333333333,0.9957805907173,0.983122362869198,0.620253164556962,0.620253164556962,0.620253164556962,0.658385093167702,0.670886075949367,0.651898734177215,0.846057571964956,0.855696202531646,0.844303797468355
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.48421053 0.51578947 0.5        0.56842105 0.45212766],0.522151898734177,0.509493670886076,0.806329113924051,1,1,1,0.438661710037175,0.383116883116883,0.518718935385602,0.396887159533074,0.329032258064516,0.506131035864556,0.792401628222524,0.745849297573435,0.805797923567144
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.48951049 0.46853147 0.47552448 0.49295775],0.483333333333333,0.4875,0.868448637316562,0.997206703910614,1,0.997198879551821,0.47008547008547,0.478260869565217,0.483130434782609,0.50996015936255,0.512,0.486434782608696,0.869066249347939,0.873165618448637,0.868448637316562
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75       0.70833333 0.71527778 0.73611111 0.67605634],0.598326359832636,0.539748953974895,0.815217391304348,0.979195561719834,0.983286908077994,0.979108635097493,0.633587786259542,0.658730158730159,0.594851805028796,0.583333333333333,0.68141592920354,0.547057170950976,0.822774659182037,0.857859531772575,0.815217391304348
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.63888889 0.64583333 0.61267606 0.73239437 0.65492958],0.617647058823529,0.668067226890756,0.786554621848739,0.882022471910112,0.879551820728291,0.882352941176471,0.648648648648649,0.705882352941176,0.617647058823529,0.699619771863118,0.724409448818898,0.664006526211251,0.794165316045381,0.812603648424544,0.786199609561505
svm_model_N26_B87_E113_nb_zones_10_lab_svd,26,87,113,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.79583333 0.79583333 0.81092437 0.84033613 0.81932773],0.627450980392157,0.635854341736695,0.795073375262054,0.891891891891892,0.884422110552764,0.892797319932998,0.641509433962264,0.68,0.628461538461538,0.675,0.741758241758242,0.633736263736264,0.8,0.819706498951782,0.795073375262054
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.640625   0.63157895 0.70526316 0.61578947 0.68421053],0.539432176656151,0.545741324921136,0.672761664564943,0.725748502994012,0.636554621848739,0.759453781512605,0.455223880597015,0.367469879518072,0.547973350355063,0.433070866141732,0.341614906832298,0.549012581621277,0.617538688282977,0.521793275217933,0.674689741057242
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152,6, low_bits_5, svdne,708,236,236,0.6,0.2,0.2, [0.66197183 0.71830986 0.78169014 0.71830986 0.66428571],0.521186440677966,0.593220338983051,0.797457627118644,0.957142857142857,0.946327683615819,0.957627118644068,0.515021459227468,0.566037735849057,0.525326560232221,0.622047244094488,0.632,0.590774774774775,0.798652064026959,0.81025641025641,0.797565179918121
ensemble_model_N32_B84_E116_nb_zones_8_lab_svd,32,84,116,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.81770833 0.81770833 0.81770833 0.84895833 0.77894737],0.648902821316614,0.64576802507837,0.843358395989975,0.973544973544974,0.960334029227557,0.973903966597077,0.626666666666667,0.622516556291391,0.647567801955219,0.656534954407295,0.63905325443787,0.646193293885602,0.841168996188056,0.828535669586984,0.843376994141045
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.67361111 0.64685315 0.68181818 0.63986014],0.544303797468354,0.540084388185654,0.687106918238994,0.745649263721553,0.776847977684798,0.735006973500697,0.611510791366907,0.708333333333333,0.542200854700855,0.572549019607843,0.623931623931624,0.541132478632479,0.705476073014307,0.749475890985325,0.687106918238994
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.66666667 0.65625    0.72916667 0.69148936],0.59748427672956,0.60377358490566,0.809045226130653,0.94824016563147,0.9581589958159,0.947698744769874,0.666666666666667,0.711111111111111,0.580193236714976,0.631578947368421,0.73972602739726,0.614049060210258,0.820330969267139,0.86318407960199,0.808495593100487
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.61111111 0.60416667 0.54929577 0.62676056 0.5915493 ],0.529411764705882,0.508403361344538,0.684033613445378,0.794405594405594,0.795518207282913,0.794117647058823,0.533333333333333,0.576576576576577,0.532382776477265,0.489082969432314,0.528301886792453,0.510363064608348,0.682432432432432,0.70383275261324,0.684708584098828
ensemble_model_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120,4, lab, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.60416667 0.59375    0.51041667 0.55319149],0.522012578616352,0.578616352201258,0.819095477386935,0.997912317327766,1,0.997907949790795,0.552941176470588,0.5,0.526923076923077,0.583850931677019,0.505376344086022,0.593597262952102,0.822222222222222,0.78169014084507,0.821926151503616
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdn,32,84,116,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52083333 0.49305556 0.54861111 0.51388889 0.54225352],0.523012552301255,0.430962343096234,0.571070234113712,0.624821683309558,0.610027855153203,0.633704735376045,0.446601941747573,0.418181818181818,0.515292459478506,0.392857142857143,0.34375,0.437640765765766,0.546419098143236,0.517587939698492,0.570980948146408
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.70833333 0.73958333 0.71875    0.71875   ],0.58125,0.6375,0.81,0.944099378881988,0.95,0.94375,0.61271676300578,0.63855421686747,0.579017368173995,0.591549295774648,0.56,0.632941176470588,0.80952380952381,0.811557788944724,0.810007750193755
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.76573427 0.72727273 0.76573427 0.72727273 0.70070423],0.629166666666667,0.616666666666667,0.842767295597484,0.914817465998568,0.894957983193277,0.916666666666667,0.685512367491166,0.815126050420168,0.630703521077853,0.646153846153846,0.694214876033058,0.616015001041739,0.845360824742268,0.859538784067086,0.842767295597484
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.69230769 0.68181818 0.70979021 0.71328671 0.64084507],0.604166666666667,0.595833333333333,0.857442348008386,0.943100995732575,0.928571428571429,0.943977591036415,0.633204633204633,0.732142857142857,0.612165178571429,0.647272727272727,0.6953125,0.588727678571429,0.85979381443299,0.874213836477987,0.857442348008386
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116,6, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.56338028 0.54929577 0.58450704 0.5915493  0.57042254],0.538135593220339,0.483050847457627,0.804568527918782,1,1,1,0.506787330316742,0.466666666666667,0.539367816091954,0.469565217391304,0.469565217391304,0.482716492993173,0.801033591731266,0.788135593220339,0.804540769583142
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdne,16,92,108,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71848739 0.75210084 0.74369748 0.77731092 0.77731092],0.545961002785515,0.565459610027855,0.821802935010482,0.982158028887001,0.971428571428571,0.982352941176471,0.576623376623377,0.620111731843575,0.546166977032899,0.6,0.65,0.565223463687151,0.825819672131147,0.844863731656184,0.821802935010482
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.52604167 0.5        0.48947368 0.52105263 0.51578947],0.531446540880503,0.528301886792453,0.523899371069182,0.618333333333333,0.777777777777778,0.519916142557652,0.630272952853598,0.808917197452229,0.53489338133481,0.609375,0.735849056603773,0.528301886792453,0.619023653749371,0.775535939470366,0.524530830462912
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdn,26,87,113,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.453125   0.49479167 0.47916667 0.51041667 0.49473684],0.526645768025078,0.457680250783699,0.796992481203007,1,1,1,0.517571884984026,0.529411764705882,0.526754075124026,0.498550724637681,0.505882352941176,0.454283458349783,0.799504950495049,0.805486284289277,0.796949691263026
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.51388889 0.68055556 0.58450704 0.71830986 0.61971831],0.592436974789916,0.571428571428571,0.768067226890756,0.892608089260809,0.896358543417367,0.892156862745098,0.631178707224335,0.691666666666667,0.59159604519774,0.598425196850394,0.644067796610169,0.572033898305085,0.776337115072934,0.805042016806723,0.768067226890756
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113,8, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.47894737 0.53684211 0.53157895 0.48947368 0.51595745],0.462025316455696,0.54746835443038,0.800632911392405,0.997885835095137,0.9957805907173,0.99789029535865,0.451612903225807,0.486111111111111,0.463985788113695,0.587896253602305,0.596491228070175,0.543073200241984,0.803493449781659,0.816223067173637,0.800652620818171
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.640625   0.67894737 0.63157895 0.66315789],0.60377358490566,0.619496855345912,0.842767295597484,0.99685204616999,0.9958071278826,0.996855345911949,0.58,0.557692307692308,0.602920227920228,0.595317725752508,0.559748427672956,0.619496855345912,0.838917525773196,0.821969696969697,0.842689109136478
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.67361111 0.63380282 0.66901408 0.64788732 0.5915493 ],0.582278481012658,0.60337552742616,0.776559865092749,0.896551724137931,0.876404494382022,0.898876404494382,0.611764705882353,0.65,0.581410256410256,0.605042016806723,0.59504132231405,0.603555143915645,0.777123633305298,0.773869346733668,0.776578136864288
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.69444444 0.78472222 0.76388889 0.73611111 0.8028169 ],0.523012552301255,0.464435146443515,0.763377926421405,0.942172073342736,0.930362116991644,0.942896935933148,0.495575221238938,0.478632478632479,0.522103124562141,0.433628318584071,0.408333333333333,0.464670868347339,0.756244616709733,0.736577181208054,0.763288590604027
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.73776224 0.67832168 0.69230769 0.68531469 0.75      ],0.554166666666667,0.558333333333333,0.868448637316562,0.973352033660589,0.971988795518207,0.973389355742297,0.583657587548638,0.630252100840336,0.554795471907771,0.569105691056911,0.578512396694215,0.558163761372317,0.86988076723691,0.879454926624738,0.868448637316562
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,1434,478,478,0.6,0.2,0.2, [0.69444444 0.6875     0.7027972  0.66783217 0.65384615],0.548523206751055,0.535864978902954,0.854821802935011,0.957507082152974,0.942817294281729,0.9581589958159,0.548523206751055,0.550847457627119,0.548532972511038,0.495412844036697,0.453781512605042,0.536212790200826,0.851633636850562,0.833333333333333,0.854821802935011
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.65625    0.70833333 0.84042553 0.78723404 0.76595745],0.556962025316456,0.518987341772152,0.746835443037975,0.8875,0.89873417721519,0.886075949367089,0.593023255813954,0.708333333333333,0.569282945736434,0.536585365853659,0.578947368421053,0.521181001283697,0.754901960784314,0.8,0.748148148148148
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.5979021  0.6993007  0.67482517 0.65034965 0.63380282],0.625,0.616666666666667,0.643605870020964,0.622727272727273,0.57563025210084,0.651260504201681,0.579439252336449,0.548672566371681,0.620792976099226,0.6,0.543307086614173,0.62121106543098,0.614512471655329,0.568134171907757,0.643605870020964
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.53781513 0.52521008 0.53781513 0.4789916  0.51694915],0.519444444444444,0.483333333333333,0.809224318658281,0.995787700084246,0.994949494949495,0.995791245791246,0.509915014164306,0.502793296089386,0.519352449149665,0.486187845303867,0.486187845303867,0.483317386339085,0.808622502628812,0.806079664570231,0.809224318658281
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.63541667 0.63541667 0.66666667 0.64893617 0.64893617],0.468354430379747,0.613924050632911,0.810606060606061,0.989561586638831,0.995798319327731,0.989495798319327,0.543478260869565,0.632911392405063,0.468354430379747,0.67027027027027,0.681318681318681,0.601853370510087,0.82311320754717,0.855392156862745,0.809206495098039
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.73611111 0.69444444 0.73611111 0.69014085],0.518828451882845,0.502092050209205,0.762541806020067,0.931693989071038,0.949860724233983,0.930362116991643,0.518828451882845,0.568807339449541,0.522865208186309,0.506224066390042,0.521367521367521,0.502487039372285,0.765676567656766,0.793162393162393,0.763193307874159
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svd,4,148,152,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.66666667 0.69270833 0.62105263 0.72631579 0.72631579],0.60377358490566,0.518867924528302,0.773584905660377,0.914466737064414,0.907756813417191,0.915094339622641,0.620481927710843,0.647798742138365,0.60377358490566,0.569014084507042,0.601190476190476,0.513928571428572,0.7796817625459,0.79228855721393,0.773370741711291
svm_model_N8_B146_E154_nb_zones_6_lab_svd,8,146,154,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72916667 0.6875     0.6875     0.71527778 0.6056338 ],0.623430962343096,0.610878661087866,0.665551839464883,0.665639445300462,0.601671309192201,0.697771587743733,0.567307692307692,0.464566929133858,0.634069178852643,0.518134715025907,0.416666666666667,0.611694677871149,0.619047619047619,0.536303630363036,0.667304357554399
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.75       0.70138889 0.79861111 0.75       0.78472222],0.545833333333333,0.570833333333333,0.700833333333333,0.784140969162996,0.741666666666667,0.795833333333333,0.540084388185654,0.576576576576577,0.547978210768908,0.599221789883268,0.641666666666667,0.570833333333333,0.694468085106383,0.690355329949239,0.700678485992682
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.53125  0.5      0.484375 0.53125  0.5625  ],0.503125,0.53125,0.533125,0.613074204946997,0.722916666666667,0.54375,0.571428571428571,0.726027397260274,0.521059675641631,0.61734693877551,0.746913580246914,0.528520081262697,0.605804749340369,0.728426395939086,0.536011227526193
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svd,8,146,154,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.69791667 0.74468085 0.67021277 0.69148936],0.556962025316456,0.544303797468354,0.70253164556962,0.791011235955056,0.742616033755274,0.80379746835443,0.660194174757281,0.755555555555556,0.524836601307189,0.636363636363636,0.715909090909091,0.52224025974026,0.723203769140165,0.739759036144578,0.700546184738956
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.67708333 0.72916667 0.74468085 0.71276596],0.613924050632911,0.5,0.781565656565657,0.930526315789474,0.928571428571429,0.930672268907563,0.67379679144385,0.768292682926829,0.60783055198973,0.521212121212121,0.597222222222222,0.507913436692506,0.79081015719468,0.834183673469388,0.782091836734694
svm_model_N4_B148_E152_nb_zones_8_lab_svd,4,148,152,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.703125   0.72395833 0.73157895 0.68947368 0.67368421],0.569182389937107,0.650943396226415,0.686163522012579,0.722651933701657,0.685534591194968,0.736897274633124,0.512455516014235,0.436363636363636,0.574390968508616,0.574712643678161,0.496688741721854,0.643553951699251,0.655148583275743,0.597730138713745,0.685941606370674
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.50694444 0.54225352 0.48591549 0.55633803 0.53521127],0.548523206751055,0.49789029535865,0.808600337268128,0.9985935302391,0.997191011235955,0.998595505617978,0.583657587548638,0.669642857142857,0.554821428571429,0.522088353413655,0.532786885245902,0.496828225231647,0.813475760065735,0.838983050847458,0.808753270390172
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48251748 0.4965035  0.45454545 0.52447552 0.47202797],0.447698744769874,0.472803347280335,0.539308176100629,0.574366004112406,0.586013986013986,0.565734265734266,0.459016393442623,0.495575221238938,0.450168563000421,0.5078125,0.515873015873016,0.470325888467481,0.551301684532925,0.566037735849057,0.539308176100629
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152,8, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.67894737 0.61052632 0.63684211 0.62631579 0.67021277],0.55379746835443,0.550632911392405,0.789873417721519,0.947481243301179,0.932489451476793,0.94831223628692,0.607242339832869,0.67283950617284,0.550705467372134,0.607734806629834,0.705128205128205,0.552564102564103,0.799274486094317,0.83459595959596,0.78975990873199
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.775      0.75210084 0.80252101 0.79831933 0.78571429],0.449720670391062,0.516759776536313,0.792976939203354,0.978867286559594,0.971476510067114,0.979026845637584,0.515970515970516,0.6,0.453005464480874,0.579075425790754,0.650273224043716,0.513708040593286,0.802598700649675,0.841719077568134,0.792976939203354
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.75       0.70833333 0.77731092 0.77731092 0.7394958 ],0.635854341736695,0.61624649859944,0.832285115303983,0.954970263381478,0.941373534338358,0.955611390284757,0.668367346938775,0.731843575418994,0.635584709057812,0.671462829736211,0.786516853932584,0.61672211411713,0.838872104733132,0.873165618448637,0.832285115303983
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.56944444 0.49305556 0.59027778 0.55555556 0.52816901],0.489539748953975,0.472803347280335,0.570234113712375,0.595744680851064,0.545961002785515,0.629526462395543,0.435185185185185,0.391666666666667,0.489950980392157,0.442477876106195,0.420168067226891,0.472584033613445,0.532727272727273,0.489966555183946,0.570234113712375
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdn,32,84,116,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.56944444 0.51388889 0.5        0.51388889 0.58333333],0.508333333333333,0.558333333333333,0.813333333333333,1,1,1,0.546153846153846,0.57258064516129,0.506117908787542,0.582677165354331,0.601626016260163,0.557223264540338,0.818476499189627,0.831960461285008,0.813113451553128
svm_model_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.91666667 0.88541667 0.77083333 0.86458333 0.85416667],0.6,0.675,0.83125,0.960824742268041,0.970833333333333,0.960416666666667,0.663157894736842,0.732558139534884,0.589252042740415,0.714285714285714,0.833333333333333,0.678861788617886,0.842473745624271,0.893564356435644,0.830620562056206
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.59027778 0.5625     0.625      0.63194444 0.57746479],0.535564853556485,0.447698744769874,0.796822742474916,1,1,1,0.53941908713693,0.503875968992248,0.53830162085976,0.480314960629921,0.554545454545455,0.455567300916138,0.799670239076669,0.811036789297659,0.796822742474916
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svd,32,84,116, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.78125    0.80208333 0.81052632 0.81578947 0.84210526],0.635220125786163,0.641509433962264,0.832075471698113,0.961256544502618,0.962264150943396,0.961215932914046,0.654761904761905,0.714285714285714,0.637630662020906,0.696808510638298,0.789156626506024,0.63470989220038,0.839832033593281,0.878293601003764,0.831958906428742
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svd,8,146,154,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.6875     0.69791667 0.70212766 0.68085106],0.487341772151899,0.5,0.787878787878788,0.983193277310924,0.983193277310924,0.983193277310924,0.566844919786096,0.688311688311688,0.492303992303992,0.543352601156069,0.643835616438356,0.510153102336825,0.799043062200957,0.860824742268041,0.789323262223129
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.45833333 0.54166667 0.5        0.51052632],0.525157232704403,0.509433962264151,0.800251256281407,0.988457502623295,0.985355648535565,0.988493723849372,0.53822629969419,0.539877300613497,0.524777359984168,0.551724137931034,0.592592592592593,0.507834757834758,0.804668304668305,0.815691158156912,0.800114273628519
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.69791667 0.64583333 0.69791667 0.63541667],0.55,0.56875,0.78875,0.941908713692946,0.945833333333333,0.941666666666667,0.581395348837209,0.649350649350649,0.553590987325927,0.596491228070175,0.689189189189189,0.577152734129478,0.795151515151515,0.838874680306905,0.789852988075213
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.625      0.61805556 0.61888112 0.56993007 0.59090909],0.565400843881857,0.594936708860759,0.79559748427673,0.867084203201113,0.868898186889819,0.866806136680614,0.55793991416309,0.511811023622047,0.569541875447387,0.538461538461538,0.509090909090909,0.589191123836793,0.792332268370607,0.779874213836478,0.79559748427673
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.52777778 0.50694444 0.54166667 0.48591549],0.539748953974895,0.556485355648536,0.533444816053512,0.647422680412371,0.874651810584958,0.523676880222841,0.662576687116564,0.885245901639344,0.532366540563262,0.68452380952381,0.8984375,0.530299831081081,0.658088235294118,0.881773399014778,0.526917363902619
ensemble_model_N8_B146_E154_nb_zones_6_lab_svd,8,146,154,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.65972222 0.6971831  0.64084507 0.6971831  0.74647887],0.654008438818565,0.60337552742616,0.81956155143339,0.945558739255014,0.926966292134832,0.946629213483146,0.687022900763359,0.703125,0.649727637614679,0.635658914728682,0.71304347826087,0.606521739130435,0.824302134646962,0.838063439065108,0.81937243503511
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.68229167 0.70833333 0.69473684 0.69473684 0.62631579],0.619496855345912,0.625786163522013,0.672955974842767,0.657701711491443,0.563941299790356,0.706498951781971,0.539923954372624,0.43558282208589,0.624243023946171,0.54054054054054,0.432098765432099,0.629510921177588,0.611940298507463,0.511221945137157,0.674392698456903
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.54166667 0.5        0.54201681 0.5210084  0.5       ],0.492997198879552,0.478991596638655,0.804507337526205,0.994983277591973,0.996649916247906,0.994974874371859,0.52987012987013,0.551351351351351,0.490791954745443,0.497297297297297,0.534883720930232,0.48095537397863,0.808815991799077,0.827044025157233,0.804507337526205
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svd,16,92,108, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.76923077 0.76573427 0.76223776 0.76573427 0.77816901],0.595833333333333,0.641666666666667,0.866876310272536,0.949321912919343,0.931372549019608,0.950280112044818,0.568888888888889,0.551724137931034,0.594410456062291,0.644628099173554,0.629032258064516,0.64210233592881,0.864025695931477,0.845911949685535,0.866876310272537
ensemble_model_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.83333333 0.8125     0.83333333 0.76595745],0.628930817610063,0.685534591194968,0.855527638190955,0.987341772151899,0.97907949790795,0.98744769874477,0.677595628415301,0.765432098765432,0.62630579297246,0.719101123595506,0.771084337349398,0.681594800253646,0.862275449101796,0.893300248138958,0.855047070634364
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.63286713 0.64335664 0.66433566 0.60839161 0.6584507 ],0.5,0.516666666666667,0.633123689727463,0.693527080581242,0.735294117647059,0.675070028011205,0.495798319327731,0.483606557377049,0.500277854959711,0.524590163934426,0.542372881355932,0.517088080022228,0.649298597194389,0.679245283018868,0.633123689727463
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.73958333 0.67708333 0.70833333 0.69148936 0.75531915],0.550632911392405,0.563291139240506,0.800505050505051,0.961702127659574,0.949579831932773,0.96218487394958,0.553459119496855,0.611111111111111,0.555555555555556,0.614525139664804,0.625,0.555357142857143,0.804455445544555,0.816582914572864,0.800423436981864
ensemble_model_N26_B87_E113_nb_zones_10_lab_svd,26,87,113,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.79411765 0.77731092 0.78571429 0.79411765 0.81779661],0.616666666666667,0.675,0.818134171907757,0.920826161790017,0.900673400673401,0.922558922558922,0.640625,0.727810650887574,0.623067629108708,0.713936430317848,0.764397905759162,0.669181201400291,0.822506393861893,0.842767295597484,0.818134171907757
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.66666667 0.70422535 0.64788732 0.69014085],0.554621848739496,0.609243697478992,0.826050420168067,0.98876404494382,0.985994397759104,0.988795518207283,0.579365079365079,0.663636363636364,0.562286931818182,0.656826568265682,0.717741935483871,0.604485002829655,0.832388663967611,0.869712351945855,0.826341985655732
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.51388889 0.5625     0.5        0.58333333 0.45138889],0.520833333333333,0.575,0.814166666666667,0.991666666666667,0.991666666666667,0.991666666666667,0.497816593886463,0.487179487179487,0.520012507817386,0.560344827586207,0.537190082644628,0.575317730397944,0.811176968670618,0.801003344481605,0.814122934699274
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.45833333 0.52083333 0.53191489 0.54255319 0.59574468],0.493670886075949,0.531645569620253,0.787341772151899,0.970212765957447,0.962025316455696,0.970464135021097,0.466666666666667,0.486111111111111,0.493055555555556,0.51948051948052,0.481927710843373,0.53429718875502,0.782945736434108,0.772959183673469,0.787233360680956
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.45       0.47083333 0.5125     0.49166667 0.47916667],0.511299435028249,0.505649717514124,0.817610062893082,1,1,1,0.533692722371968,0.589285714285714,0.515072964669739,0.507042253521127,0.483870967741936,0.50681643625192,0.819314641744548,0.827044025157233,0.817610062893082
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47222222 0.42361111 0.41666667 0.48611111 0.52112676],0.497907949790795,0.497907949790795,0.79933110367893,1,1,1,0.487179487179487,0.495652173913043,0.497826086956522,0.495798319327731,0.487603305785124,0.498038941028155,0.798319327731092,0.798319327731092,0.799326053216628
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.65625    0.65625    0.63541667 0.67021277],0.540880503144654,0.477987421383648,0.611809045226131,0.676532769556025,0.669456066945607,0.679916317991632,0.467153284671533,0.41025641025641,0.538461538461538,0.435374149659864,0.385542168674699,0.482244768547876,0.591809775429326,0.56,0.612070707070707
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.640625   0.66666667 0.57368421 0.65789474 0.65789474],0.647798742138365,0.632075471698113,0.792452830188679,0.895336787564767,0.905660377358491,0.894129979035639,0.638709677419355,0.622641509433962,0.647798742138365,0.626198083067093,0.6125,0.632199367088608,0.792191435768262,0.790201005025126,0.792455666240522
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.61458333 0.59027778 0.61888112 0.59440559 0.65734266],0.679324894514768,0.645569620253165,0.669287211740042,0.679373723621511,0.695955369595537,0.671548117154812,0.666666666666667,0.628099173553719,0.680428897121687,0.625,0.603448275862069,0.644699344542605,0.671525247267048,0.676100628930818,0.669287211740042
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.44736842 0.47894737 0.46842105 0.53157895 0.49473684],0.544303797468354,0.503164556962025,0.809734513274336,1,1,1,0.583815028901734,0.590643274853801,0.540149223633797,0.501587301587302,0.533783783783784,0.50498712998713,0.813159528243327,0.824937027707808,0.809676635681315
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72916667 0.72916667 0.70833333 0.75833333 0.74789916],0.538028169014084,0.571830985915493,0.802410901467505,0.94843617920541,0.936560934891486,0.949081803005008,0.577319587628866,0.687116564417178,0.549287448875256,0.632850241545894,0.682291666666667,0.562004729038855,0.81007556675063,0.842767295597484,0.802410901467505
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,948,316,316,0.6,0.2,0.2, [0.62631579 0.64210526 0.61578947 0.63157895 0.57446809],0.537974683544304,0.566455696202532,0.767721518987342,0.911205073995771,0.909282700421941,0.911392405063291,0.522875816993464,0.555555555555556,0.539405684754522,0.578461538461538,0.5875,0.566185897435898,0.767279644895371,0.777634961439589,0.767869849797101
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.56315789 0.52631579 0.48421053 0.54210526],0.468354430379747,0.528481012658228,0.797092288242731,0.995789473684211,0.995789473684211,0.995789473684211,0.497005988023952,0.605839416058394,0.484483953839253,0.56047197640118,0.60126582278481,0.528481012658228,0.802218114602588,0.845454545454545,0.798343036274071
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.5        0.55555556 0.54861111 0.52777778 0.48591549],0.543933054393305,0.527196652719665,0.811036789297659,0.994428969359331,0.994428969359331,0.994428969359331,0.569169960474308,0.620689655172414,0.546117185309784,0.549800796812749,0.575,0.526995798319328,0.81505728314239,0.836974789915966,0.811166263510396
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.55208333 0.453125   0.49473684 0.47894737 0.52631579],0.49685534591195,0.534591194968553,0.80314465408805,0.994753410283316,0.993710691823899,0.99475890985325,0.493670886075949,0.509803921568627,0.497326203208556,0.562130177514793,0.590062111801242,0.533884559085335,0.80522713130056,0.81795195954488,0.80321878327682
ensemble_model_N4_B148_E152_nb_zones_8_lab_svd,4,148,152,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.69791667 0.62105263 0.73684211 0.66315789],0.594339622641509,0.625786163522013,0.783018867924528,0.897787144362487,0.893081761006289,0.89832285115304,0.593059936908517,0.556213017751479,0.596898455184464,0.588235294117647,0.555555555555556,0.623232323232323,0.778135048231511,0.757196495619524,0.78314944882114
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120, zones, lab, svdne,474,158,158,0.6,0.2,0.2, [0.88541667 0.85416667 0.91489362 0.90425532 0.85106383],0.639240506329114,0.677215189873418,0.856962025316456,0.989429175475687,0.987341772151899,0.989451476793249,0.685082872928177,0.805194805194805,0.643338143338143,0.705202312138728,0.824324324324324,0.685971685971686,0.863361547762999,0.920103092783505,0.858061496640509
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdn,8,146,154,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.42708333 0.45833333 0.45833333 0.4787234  0.45744681],0.5,0.462025316455696,0.564393939393939,0.629856850715747,0.647058823529412,0.619747899159664,0.490322580645161,0.457831325301205,0.502248995983936,0.444444444444444,0.435897435897436,0.461698717948718,0.567126725219573,0.566416040100251,0.564378503510685
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svd,8,146,154, zones, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.73239437 0.72535211 0.69014085 0.65492958 0.68309859],0.63135593220339,0.614406779661017,0.805414551607445,0.926966292134832,0.929577464788732,0.926760563380281,0.656126482213439,0.734513274336283,0.635549320094971,0.643137254901961,0.666666666666667,0.612094395280236,0.811475409836066,0.83756345177665,0.805414551607445
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,720,240,240,0.6,0.2,0.2, [0.52083333 0.53472222 0.51388889 0.55555556 0.52083333],0.5125,0.475,0.795833333333333,0.997229916897507,1,0.997222222222222,0.530120481927711,0.554621848739496,0.512848114452393,0.483606557377049,0.526785714285714,0.478236607142857,0.798353909465021,0.820642978003384,0.796199978328457
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.44791667 0.39583333 0.39583333 0.4375     0.41666667],0.525,0.46875,0.79875,1,1,1,0.530864197530864,0.5,0.527027027027027,0.421768707482993,0.407894736842105,0.465852130325815,0.795944233206591,0.781094527363184,0.798838720968024
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.63541667 0.67708333 0.71875    0.64583333 0.71875   ],0.59375,0.4875,0.76875,0.920833333333333,0.920833333333333,0.920833333333333,0.563758389261745,0.545454545454545,0.592004381161008,0.430555555555556,0.369047619047619,0.493734335839599,0.760672703751617,0.733167082294264,0.768839180244876
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.65104167 0.69791667 0.70526316 0.72105263],0.490566037735849,0.537735849056604,0.741834170854271,0.89738430583501,0.933054393305439,0.893305439330544,0.559782608695652,0.66025641025641,0.493708452041785,0.616187989556136,0.715151515151515,0.530778371954843,0.764469914040115,0.834793491864831,0.741482496247674
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.45138889 0.59722222 0.54225352 0.52816901 0.54225352],0.491596638655462,0.5,0.794957983193277,0.99438202247191,0.991596638655462,0.994397759103642,0.476190476190476,0.447154471544715,0.493142453163662,0.522088353413655,0.5078125,0.499360795454545,0.795302013422819,0.779605263157895,0.795300913365889
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.67226891 0.71428571 0.66386555 0.68487395 0.68644068],0.477777777777778,0.475,0.661425576519916,0.767502160760588,0.747474747474748,0.773569023569024,0.534653465346535,0.620689655172414,0.482387838338895,0.548926014319809,0.618279569892473,0.470059325176122,0.673737373737374,0.69916142557652,0.661425576519916
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.48611111 0.49295775 0.55633803 0.52816901],0.495798319327731,0.525210084033613,0.803361344537815,0.99859747545582,0.997198879551821,0.99859943977591,0.504132231404959,0.559633027522936,0.500746746319607,0.576779026217228,0.583333333333333,0.518081761006289,0.808510638297872,0.826086956521739,0.803246180963572
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68181818 0.73076923 0.66783217 0.7027972  0.76223776],0.548117154811716,0.497907949790795,0.815513626834382,0.910919540229885,0.886713286713287,0.913286713286713,0.581395348837209,0.6,0.545614035087719,0.523809523809524,0.578947368421053,0.501473684210526,0.814931650893796,0.812368972746331,0.815513626834382
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.46354167 0.53125    0.46354167 0.52604167 0.51578947],0.554858934169279,0.498432601880878,0.81077694235589,1,1,1,0.553459119496855,0.571428571428571,0.555411255411255,0.50920245398773,0.494047619047619,0.498679438662882,0.811485642946317,0.811485642946317,0.810774268014039
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.83916084 0.84265734 0.84615385 0.84615385 0.85211268],0.55,0.5375,0.883123689727463,0.997194950911641,0.995798319327731,0.997198879551821,0.578125,0.60655737704918,0.549041400388997,0.55421686746988,0.584745762711864,0.538274520700194,0.884515794924909,0.895178197064989,0.883123689727463
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdn,8,146,154,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.52083333 0.48958333 0.55319149 0.5106383 ],0.5,0.443037974683544,0.789141414141414,1,1,1,0.526946107784431,0.517647058823529,0.498549556809025,0.380281690140845,0.397058823529412,0.437418300653595,0.787261146496815,0.790281329923274,0.789155627555153
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61111111 0.66783217 0.70979021 0.65384615 0.64335664],0.579831932773109,0.563025210084034,0.678197064989518,0.72630173564753,0.759776536312849,0.713687150837989,0.59349593495935,0.634782608695652,0.581618946624249,0.584,0.59349593495935,0.561965358784023,0.692076228686058,0.723270440251572,0.678197064989518
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.71354167 0.75       0.82291667 0.734375   0.73958333],0.571875,0.64375,0.744375,0.832980972515856,0.820833333333333,0.835416666666667,0.620498614958449,0.70440251572327,0.572698152271573,0.670520231213873,0.720496894409938,0.643267315129497,0.752571082879613,0.7775,0.744375
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.6013986  0.59090909 0.67832168 0.66901408],0.658333333333333,0.679166666666667,0.855345911949686,0.919476944253269,0.935574229691877,0.918067226890756,0.605769230769231,0.520661157024793,0.659490242377943,0.628019323671497,0.546218487394958,0.678067921383429,0.852248394004283,0.834381551362683,0.855345911949686
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.65625    0.65957447 0.69148936 0.69148936 0.76595745],0.522292993630573,0.503184713375796,0.740458015267176,0.889370932754881,0.86864406779661,0.891949152542373,0.496644295302013,0.544117647058823,0.524867812293457,0.5,0.433333333333333,0.515174129353234,0.733681462140992,0.713197969543147,0.740527556200145
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdne,40,30,70,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.86013986 0.86363636 0.8986014  0.83916084 0.87323944],0.529166666666667,0.529166666666667,0.880503144654088,0.99859747545582,0.997198879551821,0.99859943977591,0.600706713780919,0.714285714285714,0.530696576151122,0.606271777003484,0.71900826446281,0.527571359122161,0.885771543086172,0.926624737945493,0.880503144654088
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.32978723 0.45744681 0.45744681 0.30851064 0.46808511],0.512820512820513,0.57051282051282,0.812020460358056,0.991452991452991,0.987234042553192,0.991489361702128,0.530864197530864,0.511904761904762,0.512896825396825,0.531468531468531,0.5,0.56875,0.809831824062096,0.792405063291139,0.812223203480195
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.47916667 0.54225352 0.49295775 0.50704225],0.491596638655462,0.457983193277311,0.785714285714286,0.99302649930265,0.997198879551821,0.992997198879552,0.462222222222222,0.452173913043478,0.490314598798162,0.455696202531646,0.46551724137931,0.458168456755229,0.783715012722646,0.785714285714286,0.785714285714286
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.75       0.68055556 0.6971831  0.73943662],0.600840336134454,0.554621848739496,0.791946308724832,0.934993084370678,0.94413407821229,0.934357541899441,0.609053497942387,0.637931034482759,0.601752402487281,0.595419847328244,0.644628099173554,0.553083280356008,0.798045602605863,0.823529411764706,0.791999211744999
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.63684211 0.67368421 0.66842105 0.68421053 0.7393617 ],0.55379746835443,0.579113924050633,0.785443037974683,0.930777422790202,0.921940928270042,0.931434599156118,0.568807339449541,0.588607594936709,0.55379746835443,0.61671469740634,0.652439024390244,0.576219512195122,0.789832610043397,0.800251256281407,0.785329709773357
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.86713287 0.86013986 0.84265734 0.85664336 0.86267606],0.608333333333333,0.583333333333333,0.896750524109015,0.997894736842105,0.995798319327731,0.997899159663866,0.626984126984127,0.681034482758621,0.610678531701891,0.59349593495935,0.588709677419355,0.583147942157953,0.897555902236089,0.90461215932914,0.896750524109014
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5        0.47916667 0.52777778 0.53521127 0.54929577],0.588235294117647,0.521008403361345,0.822147651006711,1,1,1,0.558558558558559,0.52991452991453,0.587271314544042,0.472222222222222,0.439655172413793,0.519007914075749,0.81629116117851,0.796954314720812,0.821938055862902
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.80555556 0.8125     0.79577465 0.81690141 0.76056338],0.558823529411765,0.621848739495798,0.794957983193277,0.930888575458392,0.92436974789916,0.931372549019608,0.612546125461255,0.664,0.553238938053097,0.676258992805755,0.783333333333333,0.620480225988701,0.8060413354531,0.8421926910299,0.794395665242841
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.79166667 0.74166667 0.75       0.74369748 0.72268908],0.617977528089888,0.584269662921348,0.828092243186583,0.963025210084034,0.95819397993311,0.963210702341137,0.613636363636364,0.596685082872928,0.618342541436464,0.548780487804878,0.514285714285714,0.583109707971586,0.824598930481283,0.808176100628931,0.828092243186583
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.8125     0.71875    0.74468085 0.72340426],0.487341772151899,0.550632911392405,0.768939393939394,0.935010482180294,0.936974789915966,0.934873949579832,0.537142857142857,0.618421052631579,0.492137355584082,0.594285714285714,0.641975308641975,0.548260381593715,0.778718258766626,0.815189873417721,0.769055893887702
svm_model_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.47183099 0.53521127 0.53521127 0.57746479 0.53521127],0.48728813559322,0.51271186440678,0.573604060913706,0.637837837837838,0.664788732394366,0.622535211267606,0.502057613168724,0.521367521367521,0.487574516986282,0.555984555984556,0.549618320610687,0.508142493638677,0.594202898550725,0.611940298507463,0.572809527492073
svm_model_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116,8, lab, svdn,960,320,320,0.6,0.2,0.2, [0.65104167 0.625      0.63541667 0.63541667 0.63541667],0.54375,0.4875,0.733125,0.881218274111675,0.904166666666667,0.878125,0.596685082872928,0.662576687116564,0.54147942636083,0.523255813953488,0.584415584415584,0.491002972930684,0.747486694263749,0.79297365119197,0.733348593964603
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdne,32,84,116,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.72222222 0.72222222 0.75352113 0.76056338 0.74647887],0.626050420168067,0.605042016806723,0.776470588235294,0.883263009845288,0.879551820728291,0.88375350140056,0.633744855967078,0.669565217391304,0.627465535524921,0.6328125,0.663934426229508,0.603518937252685,0.780165289256198,0.794612794612795,0.77650102817888
svm_model_N40_B80_E120_nb_zones_6_lab_svd,40,80,120,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.875      0.83333333 0.85416667 0.85211268 0.80985915],0.642857142857143,0.659663865546218,0.816275167785235,0.926286509040334,0.930167597765363,0.925977653631285,0.661354581673307,0.691666666666667,0.642443502824859,0.687258687258687,0.717741935483871,0.657116581777023,0.821806346623271,0.838870431893688,0.816045385438369
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.75       0.77083333 0.78125    0.73404255],0.452830188679245,0.465408805031447,0.670854271356784,0.8068669527897,0.786610878661088,0.811715481171548,0.408163265306122,0.384615384615385,0.451566951566952,0.472049689440994,0.463414634146341,0.465473550839405,0.661498708010336,0.641604010025063,0.670927949596914
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdn,8,146,154, zones, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.44791667 0.52083333 0.55208333 0.46875    0.52083333],0.48125,0.46875,0.78125,0.985386221294363,0.983333333333333,0.985416666666667,0.457516339869281,0.492957746478873,0.482433929419212,0.491017964071856,0.476744186046512,0.468101822752985,0.780976220275344,0.785894206549118,0.781284572257189
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdn,4,148,152,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.53645833 0.54166667 0.53157895 0.51578947],0.525157232704403,0.528301886792453,0.546482412060301,0.558237145855194,0.556485355648536,0.559623430962343,0.529595015576324,0.515151515151515,0.525549613784908,0.509803921568628,0.496815286624204,0.527910748902164,0.543037974683544,0.53625,0.546534090909091
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116,6, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.78169014 0.83802817 0.83098592 0.85915493 0.88732394],0.597457627118644,0.597457627118644,0.812182741116751,0.953623188405797,0.926760563380281,0.954929577464789,0.59915611814346,0.591666666666667,0.597557471264368,0.605809128630705,0.608333333333333,0.597270114942529,0.809931506849315,0.794957983193277,0.812300115957797
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152,4, low_bits_3, svdn,468,156,156,0.6,0.2,0.2, [0.55319149 0.55319149 0.4787234  0.5106383  0.55434783],0.416666666666667,0.5,0.643589743589744,0.761487964989059,0.743589743589744,0.767094017094017,0.405228758169935,0.402597402597403,0.416488574716423,0.48,0.507042253521127,0.500579950289975,0.634210526315789,0.630890052356021,0.643334473414191
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svd,4,148,152, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.61458333 0.68229167 0.6875     0.7       ],0.639498432601881,0.620689655172414,0.800751879699248,0.912951167728238,0.897703549060543,0.914405010438413,0.625407166123779,0.588957055214724,0.640632373761208,0.60327868852459,0.609271523178808,0.620111952065594,0.795366795366795,0.779319041614124,0.800618424916651
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdne,26,87,113,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.72105263 0.68947368 0.74210526 0.71578947 0.68947368],0.566455696202532,0.563291139240506,0.694690265486726,0.786008230452675,0.80421052631579,0.781052631578947,0.600583090379009,0.682119205298013,0.571362632952037,0.591715976331361,0.632911392405063,0.563291139240506,0.707803992740472,0.746173469387755,0.695141872538489
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.70833333 0.85416667 0.66666667 0.65957447],0.635220125786163,0.572327044025157,0.801507537688442,0.931914893617021,0.916317991631799,0.933054393305439,0.6375,0.662337662337662,0.636046879949319,0.595238095238095,0.609756097560976,0.571111815014254,0.802005012531328,0.804020100502513,0.801507537688442
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.67361111 0.70138889 0.68055556 0.6971831 ],0.502092050209205,0.527196652719665,0.658862876254181,0.747851002865329,0.727019498607242,0.754874651810585,0.466367713004484,0.440677966101695,0.501330718588038,0.54251012145749,0.5,0.530952380952381,0.650684931506849,0.621931260229133,0.659683578832515
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.75789474 0.79473684 0.82105263 0.74736842 0.73404255],0.585443037974684,0.591772151898734,0.784810126582278,0.913793103448276,0.894514767932489,0.915611814345992,0.639118457300275,0.703030303030303,0.579991972707204,0.638655462184874,0.74025974025974,0.595438512105179,0.793689320388349,0.824716267339218,0.784658006604806
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.78671329 0.79370629 0.78671329 0.75874126 0.73426573],0.518828451882845,0.552301255230126,0.756813417190776,0.820740740740741,0.774825174825175,0.830769230769231,0.534412955465587,0.594594594594595,0.523859797297297,0.619217081850534,0.6796875,0.542546452702703,0.752928647497338,0.741090146750524,0.756813417190776
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65546218 0.67226891 0.68487395 0.68487395 0.6512605 ],0.598885793871866,0.579387186629526,0.643605870020964,0.701781564678544,0.761344537815126,0.676470588235294,0.648780487804878,0.734806629834254,0.597740393568812,0.63080684596577,0.724719101123595,0.580591594760693,0.677725118483412,0.749475890985325,0.643605870020964
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.62237762 0.65034965 0.67132867 0.62237762 0.64084507],0.595833333333333,0.525,0.835429769392034,0.927208480565371,0.918767507002801,0.927871148459384,0.616600790513834,0.644628099173554,0.595423293284256,0.547619047619048,0.579831932773109,0.525453156469199,0.836458333333333,0.841719077568134,0.835429769392033
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.51041667 0.50520833 0.546875   0.51041667 0.53125   ],0.4875,0.475,0.52625,0.531868131868132,0.504166666666667,0.55625,0.477707006369427,0.436046511627907,0.491671904462602,0.412587412587413,0.398648648648649,0.469673161533627,0.498013245033113,0.47,0.52625
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154,4, low_bits_6, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.78723404 0.73404255 0.67021277 0.68085106],0.557692307692308,0.544871794871795,0.801790281329923,0.967320261437908,0.94468085106383,0.968085106382979,0.601156069364162,0.619047619047619,0.552579365079365,0.535947712418301,0.594202898550725,0.549975012493753,0.802547770700637,0.811855670103093,0.801866921345962
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdne,8,146,154,4, low_bits_4_shifted_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.66666667 0.64583333 0.6875     0.69148936],0.446540880503145,0.49685534591195,0.610552763819096,0.70042194092827,0.694560669456067,0.702928870292887,0.45679012345679,0.493333333333333,0.449047619047619,0.529411764705882,0.542168674698795,0.494768547875713,0.615384615384615,0.624685138539043,0.610588183304609
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.53125    0.46875    0.48421053 0.54210526 0.5       ],0.518867924528302,0.474842767295598,0.79559748427673,0.994775339602926,0.9979035639413,0.99475890985325,0.498360655737705,0.503311258278146,0.518122695007336,0.48297213622291,0.484472049689441,0.474720101277842,0.794952681388013,0.798479087452472,0.795619069319244
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.51388889 0.51408451 0.50704225 0.45774648],0.470588235294118,0.521008403361345,0.789075630252101,0.984700973574409,0.991596638655462,0.984593837535014,0.479338842975207,0.483333333333333,0.470480225988701,0.547619047619048,0.570247933884297,0.520166701984884,0.793075020610058,0.804347826086956,0.788998237367803
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.45104895 0.44055944 0.51748252 0.47902098 0.5034965 ],0.548117154811716,0.514644351464435,0.882599580712788,1,1,1,0.542372881355932,0.556521739130435,0.548422159887798,0.524590163934426,0.516129032258065,0.514586255259467,0.882722513089005,0.883647798742138,0.882599580712788
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.76573427 0.7972028  0.73426573 0.75874126 0.76573427],0.564853556485356,0.610878661087866,0.884696016771489,0.984016678248784,0.99020979020979,0.983916083916084,0.590551181102362,0.609756097560976,0.56349873843566,0.614107883817427,0.637931034482759,0.611648444070648,0.886246122026887,0.89832285115304,0.884696016771489
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.54166667 0.5212766  0.5        0.5212766 ],0.512658227848101,0.525316455696203,0.807594936708861,1,1,1,0.509554140127389,0.506329113924051,0.512658227848101,0.53416149068323,0.494252873563218,0.52881657762668,0.808080808080808,0.794044665012407,0.807875045684498
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.515625   0.45833333 0.546875   0.47368421],0.4858934169279,0.501567398119122,0.774436090225564,0.961658031088083,0.968684759916493,0.961377870563674,0.496932515337423,0.47093023255814,0.487165796551179,0.495238095238095,0.530612244897959,0.503678215472235,0.775840597758406,0.780701754385965,0.774436090225564
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svd,26,87,113, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.79583333 0.82083333 0.82352941 0.78991597 0.79411765],0.680672268907563,0.661064425770308,0.844339622641509,0.947189097103918,0.931323283082077,0.948073701842546,0.720588235294118,0.835227272727273,0.682807006529382,0.701234567901235,0.784530386740332,0.65931064791562,0.850528434826371,0.885744234800839,0.844339622641509
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.69791667 0.6875     0.71276596 0.75531915 0.73404255],0.462025316455696,0.531645569620253,0.753164556962025,0.921739130434783,0.894514767932489,0.924050632911392,0.465408805031447,0.420454545454546,0.46737012987013,0.421875,0.355263157894737,0.525192554557124,0.738955823293173,0.688279301745636,0.754165357813692
ensemble_model_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.50694444 0.52112676 0.44366197 0.5       ],0.453781512605042,0.504201680672269,0.791596638655462,1,1,1,0.5,0.52,0.450265486725664,0.524193548387097,0.532786885245902,0.503462408140192,0.797054009819967,0.806291390728477,0.791370951336935
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116,6, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45833333 0.51408451 0.51408451 0.52112676 0.61971831],0.481012658227848,0.544303797468354,0.583473861720067,0.680437424058323,0.786516853932584,0.63061797752809,0.562277580071174,0.626984126984127,0.471149721149721,0.608695652173913,0.763636363636364,0.55898353614889,0.642028985507246,0.748310810810811,0.583751365001365
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116,6, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.85416667 0.87323944 0.84507042 0.87323944 0.8943662 ],0.645569620253165,0.578059071729958,0.83389544688027,0.981560283687943,0.971910112359551,0.981741573033708,0.704225352112676,0.72463768115942,0.629995608256478,0.596774193548387,0.637931034482759,0.579296095753776,0.84074373484236,0.852459016393443,0.833347563752277
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.63194444 0.58680556 0.6048951  0.57692308 0.62237762],0.527426160337553,0.50210970464135,0.859538784067086,0.973277074542897,0.96513249651325,0.97350069735007,0.533333333333333,0.53781512605042,0.527382139296396,0.512396694214876,0.525423728813559,0.502207662726107,0.859243697478991,0.857442348008386,0.859538784067086
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.67708333 0.8125     0.63541667 0.75      ],0.56875,0.55,0.785,0.935010482180294,0.929166666666667,0.935416666666667,0.605714285714286,0.623529411764706,0.565098039215686,0.576470588235294,0.6125,0.55,0.790754257907543,0.802469135802469,0.784778871698703
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdne,8,146,154,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.76041667 0.70833333 0.67708333 0.6875    ],0.55625,0.55,0.80375,0.971074380165289,0.979166666666667,0.970833333333333,0.56969696969697,0.5875,0.55625,0.6,0.683544303797468,0.551648695108611,0.810615199034982,0.842105263157895,0.803845649035306
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.52777778 0.53521127 0.52112676 0.57042254],0.533613445378151,0.495798319327731,0.802521008403361,0.994413407821229,0.997198879551821,0.994397759103642,0.506666666666667,0.522935779816514,0.532785719365621,0.45945945945946,0.463636363636364,0.493536931818182,0.797936371453138,0.805555555555556,0.802614911328266
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.78125    0.79473684 0.85263158 0.82631579 0.77894737],0.533123028391167,0.526813880126183,0.790668348045397,0.964210526315789,0.96218487394958,0.964285714285714,0.608465608465608,0.723270440251572,0.532521296075153,0.601063829787234,0.684848484848485,0.520055821371611,0.805164319248826,0.8575,0.790073155216285
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5625     0.56944444 0.56944444 0.6056338  0.59859155],0.584033613445378,0.579831932773109,0.796979865771812,0.93986013986014,0.93854748603352,0.939944134078212,0.589211618257261,0.581967213114754,0.584087054833239,0.545454545454545,0.504201680672269,0.579831932773109,0.79421768707483,0.779632721202003,0.797067625356482
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdne,32,84,116,6, low_bits_4_shifted_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76760563 0.75352113 0.78169014 0.78169014 0.79577465],0.563559322033898,0.580508474576271,0.823181049069374,0.99009900990099,0.985915492957746,0.990140845070422,0.589641434262948,0.627118644067797,0.563559322033898,0.634686346863469,0.677165354330709,0.572527631293795,0.829943043124491,0.85,0.822766323024055
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.625      0.58333333 0.578125   0.61458333 0.640625  ],0.59375,0.559375,0.785625,0.924050632911392,0.9125,0.925,0.615384615384615,0.641975308641975,0.593139553055165,0.576576576576576,0.571428571428571,0.558740601503759,0.788140827671402,0.787654320987654,0.785599312392561
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.47058824 0.50420168 0.47478992 0.47058824 0.44117647],0.506963788300836,0.47075208913649,0.80503144654088,0.995794785534062,0.994957983193277,0.995798319327731,0.483965014577259,0.477011494252874,0.506073314694004,0.472222222222222,0.45945945945946,0.471109040074557,0.80338266384778,0.79664570230608,0.80503144654088
ensemble_model_N40_B80_E120_nb_zones_6_lab_svd,40,80,120,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.90277778 0.81944444 0.79166667 0.9084507  0.86619718],0.617647058823529,0.722689075630252,0.853187919463087,0.974431818181818,0.958100558659218,0.974860335195531,0.631578947368421,0.709090909090909,0.624076704545455,0.733870967741936,0.78448275862069,0.724208592425099,0.854045037531276,0.876712328767123,0.853652217015141
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.84722222 0.84722222 0.85416667 0.79861111 0.79861111],0.554166666666667,0.545833333333333,0.82,1,1,1,0.583657587548638,0.669642857142857,0.561383928571429,0.579150579150579,0.646551724137931,0.549082313681869,0.825242718446602,0.86734693877551,0.820928371348539
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.4375     0.5625     0.48958333 0.53125   ],0.56875,0.475,0.8075,0.997912317327766,0.995833333333333,0.997916666666667,0.571428571428571,0.613333333333333,0.571372549019608,0.493975903614458,0.436170212765958,0.483236621534494,0.80893300248139,0.797066014669927,0.807740168460283
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.64335664 0.61538462 0.64685315 0.62937063 0.65034965],0.615062761506276,0.581589958158996,0.818134171907757,0.893324156916724,0.907692307692308,0.891608391608392,0.648854961832061,0.714285714285714,0.615476190476191,0.618320610687023,0.675,0.581197478991597,0.824481537683358,0.854297693920335,0.818134171907757
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154,4, low_bits_5, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.55208333 0.5212766  0.55319149 0.53191489 0.58510638],0.477707006369427,0.560509554140127,0.538167938931298,0.47,0.398305084745763,0.550847457627119,0.430555555555556,0.340659340659341,0.503663003663004,0.503597122302158,0.426829268292683,0.566747967479675,0.468521229868228,0.39119804400978,0.544405388052635
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.50520833 0.50526316 0.52105263 0.58421053 0.52105263],0.517350157728707,0.476340694006309,0.788146279949559,0.982273201251303,0.989495798319328,0.982142857142857,0.504854368932039,0.478527607361963,0.518484582901761,0.453947368421053,0.423312883435583,0.477890207951558,0.786259541984733,0.770573566084788,0.78834800753219
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.76595745 0.67021277 0.69148936 0.69148936 0.74468085],0.615384615384615,0.442307692307692,0.785166240409207,0.954643628509719,0.940425531914893,0.95531914893617,0.625,0.657894736842105,0.616447368421053,0.519337016574586,0.573170731707317,0.435234014502307,0.791044776119403,0.809160305343511,0.785042877607488
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71008403 0.68907563 0.68067227 0.67226891 0.64705882],0.420612813370474,0.495821727019499,0.762578616352201,0.945485519591141,0.932773109243698,0.946218487394958,0.395348837209302,0.384180790960452,0.420112373502204,0.472303206997085,0.445054945054945,0.496538771962501,0.756582482536271,0.737945492662474,0.762578616352201
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdn,4,148,152,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.484375   0.5625     0.48947368 0.55263158 0.52105263],0.544025157232704,0.534591194968553,0.811949685534591,0.993736951983299,0.9979035639413,0.9937106918239,0.579710144927536,0.578034682080925,0.540741478971497,0.528662420382166,0.564625850340136,0.536698890082349,0.815089672232529,0.826850690087829,0.811912104186412
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svd,16,92,108,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.75524476 0.68881119 0.72027972 0.76223776 0.76408451],0.35,0.458333333333333,0.727463312368973,0.832137733142037,0.812324929971989,0.836134453781513,0.446808510638298,0.577981651376147,0.369143497443799,0.539007092198582,0.580152671755725,0.446039638630156,0.734422880490296,0.753668763102725,0.727463312368973
svm_model_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.54210526 0.50526316 0.48947368 0.55263158 0.47368421],0.484177215189874,0.55379746835443,0.529709228824273,0.609929078014184,0.72421052631579,0.536842105263158,0.56763925729443,0.722972972972973,0.498391248391248,0.639386189258312,0.744047619047619,0.540942728442728,0.607594936708861,0.72819216182048,0.529709228824273
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152,4, low_bits_3, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.60416667 0.63829787 0.59574468 0.58510638 0.58510638],0.503184713375796,0.522292993630573,0.645038167938931,0.726086956521739,0.707627118644068,0.733050847457627,0.5,0.469879518072289,0.505210029306415,0.545454545454545,0.576923076923077,0.522638753651412,0.642765685019206,0.632241813602015,0.645169749988668
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.77777778 0.70833333 0.76056338 0.76056338 0.76056338],0.508403361344538,0.5,0.761344537815126,0.932394366197183,0.927170868347339,0.932773109243698,0.555133079847909,0.61864406779661,0.509322033898305,0.550943396226415,0.588709677419355,0.49610922467459,0.770597738287561,0.796327212020033,0.761107768446565
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154,6, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71830986 0.66901408 0.71126761 0.61971831 0.71830986],0.495762711864407,0.533898305084746,0.712351945854484,0.844755244755245,0.850704225352113,0.843661971830986,0.560885608856089,0.633333333333333,0.493390804597701,0.598540145985402,0.677685950413223,0.530147323032699,0.73015873015873,0.771812080536913,0.711844606821357
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.45138889 0.57638889 0.53472222 0.58450704 0.49295775],0.478991596638655,0.504201680672269,0.791946308724832,0.991620111731844,0.991620111731844,0.991620111731844,0.46551724137931,0.435483870967742,0.480899830220713,0.495726495726496,0.547169811320755,0.508433390508862,0.790186125211506,0.79421768707483,0.791976393206289
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdne,26,87,113,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.81770833 0.8        0.73157895 0.78421053 0.76842105],0.526813880126183,0.561514195583596,0.796343001261034,0.963675213675213,0.947478991596639,0.964285714285714,0.503311258278146,0.481012658227848,0.526669851126503,0.561514195583596,0.549382716049383,0.56178813221824,0.792282958199357,0.773869346733668,0.79642834425291
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.61111111 0.57638889 0.58333333 0.66666667 0.63194444],0.516666666666667,0.566666666666667,0.7625,0.909090909090909,0.902777777777778,0.909722222222222,0.520661157024793,0.588785046728972,0.523715831635163,0.584,0.608333333333333,0.566666666666667,0.763877381938691,0.785349233390119,0.762984567755419
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.52631579 0.49473684 0.52105263 0.46315789 0.57894737],0.515822784810127,0.528481012658228,0.809102402022756,1,1,1,0.498360655737705,0.475,0.516346153846154,0.511475409836066,0.5,0.528125,0.806410256410256,0.79519595448799,0.809102402022756
svm_model_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55208333 0.4965035  0.56293706 0.5034965  0.56643357],0.504201680672269,0.478991596638655,0.539832285115304,0.553997194950912,0.551675977653631,0.555865921787709,0.5,0.504273504273504,0.504202867839231,0.495934959349593,0.504132231404959,0.478561842198206,0.539832285115304,0.539832285115304,0.539832285115304
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.4375     0.52083333 0.45833333 0.41666667 0.47916667],0.50625,0.55,0.81125,1,1,1,0.538011695906433,0.55421686746988,0.504381161007667,0.571428571428571,0.631578947368421,0.553884711779449,0.815628815628815,0.837092731829574,0.811314445715286
ensemble_model_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.58854167 0.59473684 0.55263158 0.52631579 0.55789474],0.564668769716088,0.545741324921136,0.82219419924338,1,1,1,0.581818181818182,0.635761589403974,0.567880794701987,0.593220338983051,0.593220338983051,0.539467312348668,0.827628361858191,0.842039800995025,0.821915041162474
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.84027778 0.84722222 0.84507042 0.79577465 0.83802817],0.592436974789916,0.651260504201681,0.842016806722689,0.988732394366197,0.983193277310924,0.988795518207283,0.568888888888889,0.53781512605042,0.592436974789916,0.643776824034335,0.619834710743802,0.651797697252243,0.839041095890411,0.820770519262982,0.842088463678708
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.796875   0.796875   0.80208333 0.77083333 0.86842105],0.545454545454545,0.545454545454545,0.808897243107769,0.984227129337539,0.977035490605428,0.984342379958246,0.530744336569579,0.543046357615894,0.545332702617471,0.548286604361371,0.539877300613497,0.545579675947774,0.807084123972169,0.80453972257251,0.808870110352257
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.56643357 0.65734266 0.63986014 0.63732394],0.595833333333333,0.645833333333333,0.798218029350105,0.857343640196767,0.854341736694678,0.857843137254902,0.619607843137255,0.718181818181818,0.605244755244755,0.705882352941176,0.784615384615385,0.633216783216783,0.804270462633452,0.829140461215933,0.798218029350105
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116,6, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.47183099 0.49295775 0.44366197 0.50704225 0.49295775],0.538135593220339,0.516949152542373,0.811336717428088,1,1,1,0.579150579150579,0.5859375,0.533709490740741,0.525,0.547826086956522,0.517714696370823,0.815550041356493,0.824414715719064,0.811179960599258
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.68055556 0.65277778 0.64788732 0.68309859 0.6971831 ],0.504201680672269,0.542016806722689,0.627731092436975,0.691428571428571,0.677871148459384,0.697478991596639,0.520325203252033,0.533333333333333,0.503954802259887,0.551440329218107,0.563025210084034,0.542016806722689,0.627417998317914,0.625838926174497,0.627734277902063
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.6875     0.65625    0.67708333 0.61458333],0.525,0.55625,0.74875,0.890243902439024,0.9125,0.8875,0.58695652173913,0.642857142857143,0.518796992481203,0.535947712418301,0.569444444444444,0.557449494949495,0.757539203860072,0.792929292929293,0.749187418741874
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svd,8,146,154,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.72222222 0.69444444 0.72916667 0.74305556 0.70138889],0.508333333333333,0.55,0.6875,0.802124833997344,0.838888888888889,0.793055555555556,0.549618320610687,0.642857142857143,0.516741071428571,0.608695652173913,0.67741935483871,0.545606229143493,0.709527498063517,0.768456375838926,0.688036134939331
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113,8, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.70526316 0.68421053 0.70526316 0.72631579 0.68617021],0.496835443037975,0.5,0.723417721518987,0.870410367170626,0.850210970464135,0.873417721518987,0.461016949152542,0.39766081871345,0.505726961080863,0.473333333333333,0.449367088607595,0.5,0.712689020381328,0.674968866749689,0.724228320118731
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,720,240,240,0.6,0.2,0.2, [0.86111111 0.875      0.88888889 0.82638889 0.80555556],0.604166666666667,0.491666666666667,0.809166666666667,0.983333333333333,0.983333333333333,0.983333333333333,0.618473895582329,0.626016260162602,0.603606420679591,0.5234375,0.567796610169492,0.492914698527369,0.813061224489796,0.828618968386023,0.809134192039422
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.875      0.84722222 0.85416667 0.83333333 0.83098592],0.585774058577406,0.585774058577406,0.830267558528428,0.99302649930265,0.991643454038997,0.993036211699164,0.589211618257261,0.739583333333333,0.611050407925408,0.623574144486692,0.719298245614035,0.591649122807018,0.833742833742834,0.894551845342706,0.833240834952055
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svd,40,80,120, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.875      0.84722222 0.78472222 0.84027778 0.80555556],0.641666666666667,0.679166666666667,0.853333333333333,0.982068965517241,0.988888888888889,0.981944444444444,0.658730158730159,0.614814814814815,0.645502645502645,0.645161290322581,0.636363636363636,0.675874125874126,0.852596314907873,0.841322314049587,0.853434266268491
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.48958333 0.52083333 0.54166667 0.57446809 0.56382979],0.537974683544304,0.462025316455696,0.787878787878788,0.978991596638655,0.978991596638655,0.978991596638656,0.535031847133758,0.545454545454545,0.538159371492705,0.437086092715232,0.464788732394366,0.462279423668447,0.785714285714286,0.797927461139896,0.788126292146303
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5625     0.5        0.46315789 0.52631579 0.54210526],0.504731861198738,0.49211356466877,0.518915510718789,0.381084840055633,0.28781512605042,0.532563025210084,0.314410480349345,0.235294117647059,0.495695839311334,0.353413654618474,0.287581699346405,0.485254264307349,0.362573099415205,0.277493606138107,0.515612474710845
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.73958333 0.69791667 0.78125    0.71276596],0.566037735849057,0.477987421383648,0.64321608040201,0.745173745173745,0.807531380753138,0.723849372384937,0.634920634920635,0.779220779220779,0.572537218878682,0.525714285714286,0.522727272727273,0.472631241997439,0.678004535147392,0.74009900990099,0.641733178419883
svm_model_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.66666667 0.77464789 0.61267606 0.67605634],0.668067226890756,0.579831932773109,0.665546218487395,0.724528301886792,0.80672268907563,0.69327731092437,0.747603833865815,0.886363636363636,0.641295025728988,0.657534246575342,0.905660377358491,0.611921097770154,0.715714285714286,0.842016806722689,0.665546218487395
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.73611111 0.73943662 0.76056338 0.78873239],0.57563025210084,0.626050420168067,0.797478991596639,0.927659574468085,0.915966386554622,0.928571428571428,0.587755102040816,0.533333333333333,0.582200647249191,0.642570281124498,0.661157024793388,0.625450307268489,0.798999165971643,0.781402936378467,0.797980497651972
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.63541667 0.72916667 0.71875    0.64583333 0.66666667],0.43125,0.51875,0.7375,0.912133891213389,0.908333333333333,0.9125,0.497237569060773,0.576923076923077,0.434803001876173,0.509554140127388,0.459770114942529,0.52440560541647,0.742647058823529,0.748148148148148,0.73736521331458
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.65416667 0.64285714 0.68487395 0.65546218],0.532212885154062,0.565826330532213,0.780398322851153,0.91963545981773,0.92964824120603,0.918760469011725,0.526912181303116,0.489473684210526,0.53515600378191,0.520123839009288,0.502994011976048,0.562023321777498,0.777482740308019,0.767295597484277,0.780398322851153
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80208333 0.84895833 0.765625   0.77083333 0.81578947],0.61128526645768,0.636363636363636,0.827694235588973,0.963196635120925,0.95615866388309,0.963465553235908,0.653631284916201,0.745222929936306,0.613352205708894,0.701030927835051,0.804733727810651,0.625700197238659,0.83794932233353,0.883229813664596,0.827202770296268
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.47395833 0.46354167 0.44270833 0.421875   0.51578947],0.489028213166144,0.510971786833856,0.800125313283208,1,1,1,0.479233226837061,0.477707006369427,0.488853503184714,0.521472392638037,0.502958579881657,0.511479289940828,0.800250469630557,0.793788819875776,0.800181388446105
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108,12, low_bits_5, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.73958333 0.73611111 0.74652778 0.75694444 0.73776224],0.570212765957447,0.591489361702128,0.840146750524109,0.923186344238976,0.902642559109875,0.924895688456189,0.558951965065502,0.581818181818182,0.570909090909091,0.609756097560976,0.6,0.590909090909091,0.837852206273259,0.825995807127883,0.840146750524109
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.74305556 0.72916667 0.74305556 0.76760563 0.6971831 ],0.525210084033613,0.533613445378151,0.802013422818792,0.983193277310924,0.980446927374302,0.983240223463687,0.534979423868313,0.52,0.525486725663717,0.502242152466368,0.509090909090909,0.531889204545455,0.8,0.795952782462057,0.801983069027356
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdn,4,148,152, zones, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.49479167 0.51041667 0.5        0.5        0.48421053],0.484276729559748,0.462264150943396,0.777358490566038,0.980021030494216,0.976939203354298,0.980083857442348,0.397058823529412,0.364864864864865,0.476550079491256,0.463949843260188,0.465408805031447,0.462264150943396,0.770428015564202,0.75765306122449,0.77708955790753
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.63541667 0.67708333 0.70212766 0.72340426],0.512658227848101,0.537974683544304,0.657828282828283,0.745263157894737,0.743697478991597,0.745798319327731,0.496732026143791,0.493506493506493,0.512185345518679,0.522875816993464,0.526315789473684,0.537548138639281,0.653008962868118,0.652173913043478,0.657757779464383
ensemble_model_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152,8, lab, svdn,960,320,320,0.6,0.2,0.2, [0.48958333 0.51041667 0.54166667 0.5625     0.54166667],0.490625,0.515625,0.80125,1,1,1,0.479233226837061,0.510204081632653,0.492096260469506,0.507936507936508,0.496894409937888,0.515742802453221,0.799748110831234,0.805837563451777,0.801317796504213
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.65104167 0.64210526 0.71052632 0.68421053 0.60526316],0.536277602523659,0.599369085173502,0.630517023959647,0.687374749498998,0.720588235294118,0.672268907563025,0.536277602523659,0.497076023391813,0.539633902106865,0.583606557377049,0.56687898089172,0.59906449044586,0.638271604938272,0.643034825870647,0.630340942347088
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svd,8,146,154,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.68055556 0.65277778 0.68309859 0.6971831 ],0.487394957983193,0.525210084033613,0.763422818791946,0.934265734265734,0.932960893854749,0.934357541899441,0.554744525547445,0.628099173553719,0.484989757717031,0.563706563706564,0.695238095238095,0.543107769423559,0.774038461538462,0.827054794520548,0.764678713049748
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.60416667 0.5625     0.57291667 0.61702128],0.572327044025157,0.616352201257862,0.836683417085427,0.9979035639413,0.99581589958159,0.997907949790795,0.546666666666667,0.569444444444444,0.572078544061303,0.606451612903226,0.594936708860759,0.616218354430379,0.833759590792839,0.835897435897436,0.836667929771378
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.609375   0.68421053 0.7        0.66315789],0.632075471698113,0.537735849056604,0.656603773584906,0.688741721854304,0.654088050314465,0.70440251572327,0.62379421221865,0.613924050632911,0.631962025316456,0.547692307692308,0.559748427672956,0.537735849056604,0.645914396887159,0.6272040302267,0.656566839233953
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65277778 0.65972222 0.69444444 0.77464789 0.76056338],0.592436974789916,0.57563025210084,0.776845637583893,0.904225352112676,0.896648044692737,0.905027932960894,0.639405204460967,0.677165354330709,0.586330424913102,0.632727272727273,0.696,0.569238938053097,0.787878787878788,0.809836065573771,0.776052053405442
ensemble_model_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76056338 0.73943662 0.72535211 0.72535211 0.74647887],0.580508474576271,0.665254237288136,0.808798646362098,0.931232091690544,0.915492957746479,0.932394366197183,0.614785992217899,0.663865546218487,0.579796020972491,0.70188679245283,0.775,0.663362068965517,0.814754098360656,0.836700336700337,0.808656290799148
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.47916667 0.49473684 0.57894737 0.48421053],0.512578616352201,0.537735849056604,0.80503144654088,0.99163179916318,0.993710691823899,0.991614255765199,0.488448844884488,0.465408805031447,0.512578616352201,0.533333333333333,0.531645569620253,0.537697784810127,0.803049555273189,0.795969773299748,0.805020062529271
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.78671329 0.76923077 0.78321678 0.83566434 0.78321678],0.594142259414226,0.527196652719665,0.861635220125786,0.961756373937677,0.94965034965035,0.962237762237762,0.616600790513834,0.639344262295082,0.593176404651815,0.560311284046693,0.615384615384615,0.529003783102144,0.86264308012487,0.868972746331237,0.861635220125786
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.6512605  0.61764706 0.6302521  0.65966387 0.65677966],0.622222222222222,0.630555555555556,0.655660377358491,0.662020905923345,0.63973063973064,0.673400673400673,0.658291457286432,0.735955056179775,0.623472033584393,0.679518072289157,0.774725274725275,0.628935671070503,0.664966853646099,0.683438155136268,0.655660377358491
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54166667 0.47222222 0.54166667 0.48591549 0.5       ],0.529411764705882,0.491596638655462,0.802852348993289,0.997206703910614,0.997206703910614,0.997206703910614,0.471698113207547,0.442477876106195,0.525238938053097,0.51792828685259,0.488721804511278,0.491979949874687,0.800678541136556,0.781456953642384,0.803143442807587
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.77604167 0.85416667 0.78421053 0.77894737],0.569182389937107,0.588050314465409,0.802763819095477,0.951476793248945,0.943514644351464,0.951882845188285,0.600583090379009,0.673202614379085,0.572964943553179,0.596923076923077,0.659863945578231,0.593089867525958,0.805693069306931,0.836760925449871,0.803515597860071
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.79166667 0.76041667 0.79166667 0.75531915],0.635220125786163,0.584905660377358,0.82537688442211,0.968017057569296,0.94979079497908,0.968619246861925,0.6375,0.645569620253165,0.635284810126582,0.576923076923077,0.535714285714286,0.587857142857143,0.822929936305732,0.803482587064677,0.825599161552643
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.75694444 0.74647887 0.71126761 0.66197183],0.516806722689076,0.495798319327731,0.771428571428571,0.946915351506456,0.92436974789916,0.948179271708683,0.506437768240343,0.52212389380531,0.517061946902655,0.516129032258065,0.507936507936508,0.495039682539683,0.769100169779287,0.76006711409396,0.771447698461121
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.61458333 0.61458333 0.56993007 0.59440559 0.56993007],0.447257383966245,0.455696202531646,0.810272536687631,0.928471248246844,0.923291492329149,0.928870292887029,0.523636363636364,0.580645161290323,0.440765058521267,0.505747126436781,0.584070796460177,0.461390236939766,0.815494393476045,0.838574423480084,0.810272536687631
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.63888889 0.66666667 0.68055556 0.61805556 0.61805556],0.5375,0.491666666666667,0.615833333333333,0.671469740634006,0.647222222222222,0.683333333333333,0.577946768060837,0.612903225806452,0.534899888765295,0.537878787878788,0.537878787878788,0.486531986531986,0.622440622440622,0.616883116883117,0.615804572140189
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.88811189 0.86363636 0.87762238 0.84615385 0.89084507],0.5875,0.554166666666667,0.885744234800839,0.991608391608392,0.992997198879552,0.991596638655462,0.59919028340081,0.601626016260163,0.587137794454868,0.577075098814229,0.623931623931624,0.555868250990202,0.887046632124352,0.89727463312369,0.885744234800839
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.54166667 0.6875     0.60416667 0.57446809],0.459119496855346,0.566037735849057,0.758793969849246,0.924024640657084,0.941422594142259,0.922594142259414,0.5,0.589041095890411,0.468939152596368,0.660098522167488,0.779069767441861,0.547069130296273,0.777262180974478,0.841708542713568,0.758793969849246
svm_model_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.63380282 0.6056338  0.58450704 0.56338028 0.64788732],0.572033898305085,0.491525423728814,0.760575296108291,0.915989159891599,0.952112676056338,0.912676056338028,0.627306273062731,0.708333333333333,0.569683908045977,0.548872180451128,0.682242990654206,0.507788161993769,0.778039215686274,0.852233676975945,0.761950171821306
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.68333333 0.6625     0.65416667 0.64583333 0.66386555],0.509859154929577,0.470422535211268,0.758909853249476,0.917369308600337,0.908180300500835,0.918196994991652,0.537234042553192,0.577142857142857,0.510793650793651,0.502645502645503,0.527777777777778,0.469603174603175,0.762886597938144,0.775681341719077,0.758909853249476
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.84895833 0.83854167 0.83333333 0.8125     0.82291667],0.590625,0.565625,0.785625,0.92192513368984,0.897916666666667,0.923958333333333,0.628895184135977,0.69811320754717,0.591292628618305,0.597101449275362,0.664516129032258,0.568621700879765,0.789957134109002,0.812342569269521,0.785823890093818
svm_model_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.55416667 0.59166667 0.59243697 0.57983193 0.59243697],0.512605042016807,0.540616246498599,0.612159329140461,0.689814814814815,0.748743718592965,0.663316582914573,0.585714285714286,0.715116279069768,0.519720301697046,0.62037037037037,0.724324324324324,0.533673790069139,0.655493482309125,0.737945492662474,0.612159329140461
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.76315789 0.72105263 0.74736842 0.73157895 0.81578947],0.636075949367089,0.642405063291139,0.848925410872313,0.988359788359788,0.983157894736842,0.988421052631579,0.658753709198813,0.627118644067797,0.637300329228143,0.634304207119741,0.662162162162162,0.643581081081081,0.84978001257071,0.845,0.848970588235294
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.87762238 0.88111888 0.88111888 0.87062937 0.84965035],0.610878661087866,0.552301255230126,0.894129979035639,0.998603351955307,1,0.998601398601399,0.659340659340659,0.75,0.610294117647059,0.621908127208481,0.739495798319328,0.553081232492997,0.898390342052314,0.936058700209644,0.894129979035639
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.58741259 0.61888112 0.61188811 0.60839161 0.66197183],0.658333333333333,0.670833333333333,0.871069182389937,0.940267041461701,0.936974789915966,0.94047619047619,0.700729927007299,0.774193548387097,0.654338153503893,0.694980694980695,0.775862068965517,0.674221357063404,0.874233128834356,0.896226415094339,0.871069182389937
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71830986 0.71126761 0.75352113 0.71830986 0.66901408],0.508474576271186,0.474576271186441,0.754653130287648,0.929577464788732,0.929577464788732,0.929577464788732,0.546875,0.603448275862069,0.510057471264368,0.526717557251908,0.570247933884297,0.472080488681279,0.763843648208469,0.79222972972973,0.754589441136051
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.84027778 0.8125     0.85211268 0.80985915 0.84507042],0.525210084033613,0.504201680672269,0.782352941176471,0.96011396011396,0.943977591036414,0.96078431372549,0.583025830258303,0.642276422764228,0.521138211382114,0.531746031746032,0.603603603603604,0.510463219124636,0.788571428571429,0.817258883248731,0.782586035948239
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.77083333 0.66315789 0.72105263 0.8        0.67894737],0.495268138801262,0.49211356466877,0.780580075662043,0.971548998946259,0.968487394957983,0.971638655462185,0.56989247311828,0.67515923566879,0.496954617834395,0.566037735849057,0.668789808917197,0.493769904458599,0.794326241134752,0.850632911392405,0.780844093887157
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.75       0.8125     0.72916667 0.78125    0.77083333],0.5375,0.56875,0.785,0.93970893970894,0.941666666666667,0.939583333333333,0.610526315789474,0.707317073170732,0.533145716072545,0.601156069364162,0.658227848101266,0.569854664791374,0.796208530805687,0.837905236907731,0.784867405421284
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.85416667 0.86458333 0.86363636 0.85664336 0.85314685],0.586497890295359,0.594936708860759,0.882599580712788,0.978991596638656,0.97489539748954,0.97907949790795,0.628787878787879,0.691666666666667,0.585149572649573,0.619047619047619,0.666666666666667,0.595833333333333,0.88477366255144,0.90146750524109,0.882599580712788
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.55729167 0.53125    0.57291667 0.51041667 0.5625    ],0.521875,0.521875,0.80875,1,1,1,0.523364485981309,0.535031847133758,0.522117150560744,0.517350157728707,0.529032258064516,0.522091886608016,0.808510638297872,0.815656565656566,0.808818381838184
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66666667 0.67832168 0.66083916 0.62237762 0.6013986 ],0.57563025210084,0.567226890756302,0.798218029350105,0.875086266390614,0.885474860335195,0.873603351955307,0.591093117408907,0.640350877192982,0.578239954725524,0.589641434262948,0.596774193548387,0.565930956423316,0.80225988700565,0.818658280922432,0.798218029350105
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svd,32,84,116,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.78421053 0.82631579 0.81578947 0.84736842 0.78947368],0.591772151898734,0.582278481012658,0.776864728192162,0.902127659574468,0.892631578947368,0.903157894736842,0.614925373134328,0.628048780487805,0.590340179717587,0.595092024539877,0.625806451612903,0.583089561210178,0.779512804497189,0.785894206549118,0.776830352005524
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154, zones, lab, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.59722222 0.66901408 0.65492958 0.64788732 0.70422535],0.59915611814346,0.637130801687764,0.790893760539629,0.907840440165062,0.926966292134832,0.905898876404494,0.654545454545454,0.656934306569343,0.588467153284671,0.635593220338983,0.630252100840336,0.637159948725253,0.79967689822294,0.808823529411765,0.790300266448043
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.64583333 0.63541667 0.61702128 0.55319149],0.474683544303798,0.424050632911392,0.638888888888889,0.755458515283843,0.726890756302521,0.764705882352941,0.484472049689441,0.469879518072289,0.474939759036145,0.461538461538462,0.448275862068966,0.421321029626032,0.637055837563452,0.615196078431373,0.639629289215686
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdne,4,148,152,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.61578947 0.63157895 0.63157895 0.61052632],0.55205047318612,0.605678233438486,0.632408575031526,0.684,0.718487394957983,0.668067226890756,0.584795321637427,0.657894736842105,0.55622009569378,0.641833810888252,0.70440251572327,0.605365814823661,0.655233589591957,0.703939008894536,0.632945724722612
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.5625     0.55729167 0.57368421 0.57368421 0.56315789],0.575471698113208,0.484276729559748,0.789308176100629,0.9625,0.968553459119497,0.962264150943396,0.526315789473684,0.490196078431373,0.572370766488414,0.4875,0.481481481481482,0.484330484330484,0.785942492012779,0.776515151515152,0.78926008202324
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.86979167 0.83333333 0.83684211 0.83684211 0.77894737],0.591194968553459,0.556603773584906,0.811949685534591,0.970276008492569,0.958071278825996,0.970649895178197,0.666666666666667,0.778443113772455,0.581274537018678,0.602816901408451,0.76978417266187,0.580422812587918,0.822762299940723,0.886334610472541,0.813055781072702
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.625      0.54166667 0.57291667 0.54255319],0.635220125786163,0.446540880503145,0.560301507537688,0.565957446808511,0.556485355648536,0.573221757322176,0.650602409638554,0.642857142857143,0.634761904761905,0.388888888888889,0.394366197183099,0.441501280409731,0.551282051282051,0.545685279187817,0.56015607242973
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.89583333 0.77083333 0.89583333 0.88541667 0.89583333],0.59375,0.55,0.82625,0.995833333333333,0.995833333333333,0.995833333333333,0.50381679389313,0.43421052631579,0.586152882205514,0.513513513513514,0.436781609195402,0.560856558022359,0.816864295125165,0.769230769230769,0.826680875799264
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.48951049 0.52797203 0.4965035  0.47902098 0.47887324],0.541666666666667,0.458333333333333,0.866876310272536,0.990223463687151,0.992997198879552,0.990196078431373,0.573643410852713,0.582677165354331,0.539126193296634,0.444444444444444,0.460176991150443,0.458434952268135,0.867983367983368,0.875262054507338,0.866876310272536
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.67708333 0.67708333 0.59473684 0.62631579 0.66315789],0.581761006289308,0.60377358490566,0.635220125786163,0.663874345549738,0.664570230607967,0.663522012578616,0.614492753623188,0.658385093167702,0.580784903271749,0.642045454545455,0.689024390243902,0.601005701615458,0.648910411622276,0.668329177057357,0.634926009848476
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152, zones, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.56770833 0.49479167 0.48947368 0.5       ],0.509433962264151,0.556603773584906,0.802763819095477,0.982236154649948,0.98326359832636,0.982217573221757,0.524390243902439,0.521212121212121,0.508972073677956,0.563467492260062,0.548192771084337,0.556991122384274,0.804726368159204,0.799752781211372,0.802813810784485
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.68055556 0.69444444 0.68055556 0.625      0.64583333],0.604166666666667,0.595833333333333,0.813333333333333,0.955555555555556,0.955555555555556,0.955555555555556,0.615384615384615,0.617886178861789,0.603814884302689,0.639405204460967,0.693548387096774,0.592463848720801,0.818770226537217,0.833607907742998,0.813094004461718
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.65277778 0.59722222 0.63380282 0.67605634],0.521008403361345,0.554621848739496,0.768456375838926,0.922865013774105,0.935754189944134,0.921787709497207,0.58695652173913,0.716814159292035,0.530407079646018,0.624113475177305,0.692913385826772,0.544654891111584,0.785046728971963,0.842809364548495,0.768206029075594
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.70833333 0.69791667 0.68085106 0.58510638 0.62765957],0.481012658227848,0.512658227848101,0.60379746835443,0.572222222222222,0.434599156118143,0.675105485232068,0.349206349206349,0.258823529411765,0.499274778404512,0.330434782608696,0.2375,0.516185897435897,0.479201331114809,0.358208955223881,0.608228188952146
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svd,40,80,120,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.80208333 0.91666667 0.86458333 0.90625    0.8125    ],0.55,0.58125,0.82625,1,1,1,0.653846153846154,0.781609195402299,0.527790899071012,0.676328502415459,0.813953488372093,0.562382149591452,0.844692737430167,0.915254237288135,0.823260193579468
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.53472222 0.48611111 0.52112676 0.52112676 0.50704225],0.521008403361345,0.504201680672269,0.580672268907563,0.591117917304747,0.540616246498599,0.626050420168067,0.467289719626168,0.40983606557377,0.523883550028265,0.438095238095238,0.380165289256198,0.506321960867415,0.536675951717734,0.481666666666667,0.581511299435028
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116,6, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.67361111 0.71830986 0.71126761 0.70422535 0.6971831 ],0.607594936708861,0.632911392405063,0.6964586846543,0.734513274336283,0.699438202247191,0.747191011235955,0.64367816091954,0.67741935483871,0.604196403083072,0.650602409638554,0.698275862068966,0.634261897976631,0.696969696969697,0.694630872483222,0.696467978614492
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.67708333 0.72916667 0.75       0.76041667],0.575,0.56875,0.8175,0.981132075471698,0.975,0.98125,0.609195402298851,0.623529411764706,0.571764705882353,0.566037735849057,0.523255813953488,0.572438717787555,0.819753086419753,0.807785888077859,0.817774692110909
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.875      0.92708333 0.86458333 0.84375    0.875     ],0.55625,0.5,0.81,0.997912317327766,0.995833333333333,0.997916666666667,0.624338624338624,0.766233766233766,0.563839774683148,0.587628865979381,0.678571428571429,0.490601503759399,0.823665893271462,0.885286783042394,0.809811311320696
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.65625    0.609375   0.58333333 0.65104167 0.63541667],0.596875,0.6,0.78875,0.916752312435766,0.929166666666667,0.915625,0.559726962457338,0.496969696969697,0.600097751710655,0.584415584415584,0.5625,0.6,0.785260482846252,0.767701863354037,0.788882378217899
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svd,16,92,108,12, low_bits_4_shifted_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.72916667 0.76041667 0.73263889 0.79166667 0.75524476],0.582978723404255,0.578723404255319,0.873165618448637,0.968332160450387,0.956884561891516,0.968706536856745,0.558558558558558,0.563636363636364,0.581818181818182,0.547945205479452,0.48,0.585454545454545,0.870032223415682,0.849056603773585,0.873165618448637
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113,8, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.69270833 0.6875     0.66145833 0.65789474 0.66315789],0.578616352201258,0.588050314465409,0.775125628140704,0.903626943005181,0.912133891213389,0.902719665271967,0.550335570469799,0.532467532467532,0.577209375989864,0.546712802768166,0.49375,0.588647151898734,0.769329896907216,0.753787878787879,0.775018939393939
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.51041667 0.44791667 0.46808511 0.43617021],0.550632911392405,0.550632911392405,0.820707070707071,1,1,1,0.535947712418301,0.5,0.552631578947368,0.56441717791411,0.575,0.550320512820513,0.820707070707071,0.8125,0.820790816326531
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.65972222 0.66901408 0.74647887 0.69014085],0.53781512605042,0.53781512605042,0.679831932773109,0.791180285343709,0.854341736694678,0.774509803921568,0.635761589403974,0.8,0.535593220338983,0.60431654676259,0.736842105263158,0.545840407470289,0.717986676535899,0.820642978003384,0.680772240253779
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.6875     0.62847222 0.63986014 0.61188811 0.65034965],0.548523206751055,0.531645569620253,0.813417190775681,0.904696132596685,0.913528591352859,0.903765690376569,0.577075098814229,0.598360655737705,0.547006414825374,0.584269662921348,0.678260869565217,0.535851746258019,0.81910569105691,0.844863731656184,0.813417190775681
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.46875    0.47916667 0.47395833 0.44210526 0.47368421],0.487421383647799,0.515723270440252,0.800251256281407,0.998955067920585,1,0.998953974895398,0.504559270516717,0.525316455696203,0.487658227848101,0.506410256410257,0.49375,0.515862341772152,0.801001251564456,0.804020100502513,0.800251256281407
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdn,8,146,154,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.49305556 0.5625     0.58333333 0.52816901],0.543933054393305,0.510460251046025,0.573578595317726,0.62532981530343,0.66016713091922,0.604456824512535,0.579150579150579,0.568181818181818,0.541100254885302,0.533864541832669,0.549180327868853,0.509632898977161,0.597791798107255,0.618270799347471,0.572428710136857
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120,4, low_bits_6, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.96808511 0.93617021 0.89361702 0.88297872 0.91489362],0.519230769230769,0.532051282051282,0.81074168797954,1,1,1,0.585635359116022,0.670886075949367,0.517261219792865,0.613756613756614,0.763157894736842,0.537828947368421,0.823809523809524,0.887179487179487,0.810936682365254
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.67708333 0.70833333 0.75531915 0.68085106],0.537974683544304,0.544303797468354,0.763888888888889,0.90948275862069,0.886554621848739,0.911764705882353,0.535031847133758,0.538461538461538,0.537980769230769,0.586206896551724,0.62962962962963,0.542087542087542,0.764779874213836,0.765743073047859,0.763884194751778
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.77777778 0.71328671 0.72727273 0.75524476 0.73776224],0.516806722689076,0.579831932773109,0.860587002096436,0.964210526315789,0.959497206703911,0.964385474860335,0.541832669322709,0.557377049180328,0.515757490107405,0.59016393442623,0.620689655172414,0.580836630864895,0.861458333333333,0.866876310272536,0.860587002096436
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.69327731 0.63865546 0.66806723 0.6302521  0.62605042],0.612813370473538,0.593314763231198,0.791928721174004,0.905723905723906,0.904201680672269,0.905882352941176,0.648101265822785,0.691891891891892,0.6103137620379,0.589887640449438,0.603448275862069,0.593616029822926,0.795255286230016,0.808176100628931,0.791928721174004
ensemble_model_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.59027778 0.6875     0.58333333 0.59027778 0.61267606],0.552301255230126,0.518828451882845,0.802675585284281,0.980446927374302,0.977715877437326,0.98050139275766,0.524444444444444,0.5,0.551652892561983,0.506437768240343,0.468253968253968,0.521737603596011,0.798977853492334,0.777777777777778,0.802885516207607
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.72916667 0.6875     0.75       0.66666667 0.79166667],0.54375,0.54375,0.76625,0.915463917525773,0.925,0.914583333333333,0.552147239263804,0.625,0.551136363636364,0.503401360544218,0.506849315068493,0.540780979373327,0.764779874213836,0.78961038961039,0.767094351431701
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svd,40,80,120,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.79166667 0.78125    0.76595745 0.82978723 0.82978723],0.487341772151899,0.487341772151899,0.791139240506329,0.993657505285412,0.991561181434599,0.993670886075949,0.588832487309645,0.743589743589744,0.490544871794872,0.571428571428571,0.692307692307692,0.489903846153846,0.807916181606519,0.88295165394402,0.791601771556393
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdne,4,148,152,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.734375   0.6875     0.71354167 0.625      0.71354167],0.503125,0.528125,0.793125,0.977683315621679,0.958333333333333,0.978125,0.571428571428571,0.67948717948718,0.507426516572858,0.61381074168798,0.674157303370787,0.509613862952999,0.805637110980622,0.842751842751843,0.792241061325031
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80252101 0.78991597 0.80672269 0.81092437 0.85294118],0.571030640668524,0.576601671309192,0.774109014675052,0.894336432797971,0.889075630252101,0.894957983193277,0.596858638743455,0.629834254143646,0.570535104599913,0.591397849462366,0.617977528089888,0.576944565149916,0.777490965410428,0.789308176100629,0.774109014675052
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.89583333 0.90625    0.9375     0.9375     0.88541667],0.6,0.54375,0.82875,1,1,1,0.655913978494624,0.782051282051282,0.604440275171983,0.596685082872928,0.627906976744186,0.536926461345066,0.838252656434475,0.878712871287129,0.828245324532453
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.4375     0.5625     0.44791667 0.64583333 0.45833333],0.45625,0.5,0.77375,0.970833333333333,0.970833333333333,0.970833333333333,0.466257668711656,0.469135802469136,0.45608688857634,0.493670886075949,0.4875,0.5,0.774032459425718,0.773067331670823,0.773751710948193
svm_model_N8_B146_E154_nb_zones_8_lab_svd,8,146,154,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65789474 0.64736842 0.7        0.7        0.69473684],0.677215189873418,0.664556962025316,0.68204804045512,0.702320887991927,0.732631578947368,0.689473684210526,0.653061224489796,0.585365853658537,0.68084082156611,0.57258064516129,0.522058823529412,0.647140522875817,0.671885192433138,0.664516129032258,0.681700443698285
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.5625     0.64583333 0.58333333 0.61805556 0.62676056],0.481171548117155,0.531380753138075,0.738294314381271,0.894085281980743,0.905292479108635,0.892757660167131,0.474576271186441,0.5,0.482283464566929,0.51304347826087,0.437037037037037,0.545441595441595,0.737636211232188,0.726072607260726,0.738460032443922
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.51041667 0.484375   0.45263158 0.52105263 0.51578947],0.474842767295598,0.462264150943396,0.784276729559748,0.994742376445846,0.991614255765199,0.994758909853249,0.486153846153846,0.503184713375796,0.475194841159948,0.457142857142857,0.431137724550898,0.463913233136376,0.78441231929604,0.779026217228464,0.784316657410177
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.703125   0.66145833 0.64210526 0.61578947 0.69473684],0.566037735849057,0.559748427672956,0.815723270440252,0.984260230849948,0.983228511530398,0.984276729559748,0.605714285714286,0.706666666666667,0.573571428571429,0.6045197740113,0.672955974842767,0.559748427672956,0.823174411587206,0.867684478371501,0.816304925752915
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120,4, low_bits_3, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.75531915 0.65957447 0.81914894 0.73404255],0.525641025641026,0.461538461538462,0.797953964194373,1,1,1,0.5375,0.573333333333333,0.527407407407407,0.493975903614458,0.506172839506173,0.459753086419753,0.801507537688442,0.815856777493606,0.797953964194373
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.47222222 0.53521127 0.53521127 0.57746479],0.521008403361345,0.5,0.804201680672269,1,1,1,0.561538461538462,0.598360655737705,0.519007914075749,0.529644268774704,0.51937984496124,0.498222032572363,0.810105949470253,0.817434210526316,0.803906108699584
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.85416667 0.86458333 0.80729167 0.82105263 0.81052632],0.644654088050314,0.641509433962264,0.837939698492462,0.96712619300106,0.95397489539749,0.967573221757322,0.708010335917312,0.820359281437126,0.63534520363247,0.7,0.836477987421384,0.641509433962264,0.849122807017544,0.902985074626866,0.83727933934389
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.70833333 0.61458333 0.67708333 0.67021277],0.528301886792453,0.49685534591195,0.770100502512563,0.941666666666667,0.94560669456067,0.94142259414226,0.53416149068323,0.605633802816901,0.535771446862996,0.555555555555556,0.595238095238095,0.490952380952381,0.777101096224117,0.809644670050762,0.770493976816425
svm_model_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.68229167 0.734375   0.73684211 0.71578947 0.74210526],0.584905660377358,0.575471698113208,0.672955974842767,0.703399765533411,0.628930817610063,0.734800838574423,0.592592592592593,0.615384615384615,0.585470085470085,0.599406528189911,0.619631901840491,0.574332079952503,0.656538969616909,0.624371859296482,0.673017163905168
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.80208333 0.90625    0.80208333 0.90425532],0.490566037735849,0.509433962264151,0.78894472361809,0.981132075471698,0.97907949790795,0.981171548117155,0.484076433121019,0.481012658227848,0.490506329113924,0.556818181818182,0.576470588235294,0.504451510333863,0.792592592592593,0.796526054590571,0.788848269025565
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.5        0.5        0.59375    0.48958333],0.475,0.425,0.52125,0.578411405295316,0.591666666666667,0.56875,0.505882352941176,0.505882352941176,0.472941176470588,0.41025641025641,0.41025641025641,0.424640400250156,0.531211750305998,0.538461538461538,0.521119937996512
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.75352113 0.69014085 0.72535211 0.75352113 0.75352113],0.550847457627119,0.580508474576271,0.807952622673435,0.968481375358166,0.952112676056338,0.969014084507042,0.57258064516129,0.591666666666667,0.55014367816092,0.645161290322581,0.681818181818182,0.566870629370629,0.81469387755102,0.822075782537068,0.807559630398968
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.77083333 0.68055556 0.71527778 0.74305556 0.70138889],0.645833333333333,0.529166666666667,0.7775,0.907877169559412,0.944444444444444,0.904166666666667,0.666666666666667,0.702479338842975,0.645357316480311,0.523206751054852,0.574074074074074,0.533249158249158,0.784850926672039,0.826825127334465,0.778388013749066
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.875      0.85416667 0.88541667 0.87234043],0.515723270440252,0.50314465408805,0.804020100502513,1,1,1,0.609137055837564,0.769230769230769,0.520417853751187,0.590673575129534,0.730769230769231,0.507359924026591,0.820276497695852,0.90126582278481,0.804747624609363
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.67226891 0.65546218 0.68907563 0.68487395],0.551532033426184,0.596100278551532,0.758385744234801,0.873675631621842,0.900840336134454,0.869747899159664,0.568364611260054,0.582417582417582,0.551095796858509,0.582132564841498,0.570621468926554,0.595750294902837,0.763225475089882,0.778825995807128,0.758385744234801
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.75       0.72105263 0.76842105 0.77368421 0.74210526],0.49211356466877,0.558359621451104,0.78562421185372,0.958730158730159,0.951680672268908,0.959033613445378,0.488888888888889,0.513333333333333,0.493193612774451,0.551282051282051,0.562091503267974,0.558484776024231,0.783715012722646,0.790757381258023,0.785713263119718
svm_model_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116,8, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.83854167 0.88421053 0.84736842 0.85263158 0.82631579],0.681388012618297,0.637223974763407,0.825977301387137,0.935897435897436,0.920168067226891,0.936974789915966,0.707246376811594,0.748466257668712,0.679427934029161,0.656716417910448,0.709677419354839,0.63878932696137,0.829207920792079,0.843828715365239,0.825954761723024
ensemble_model_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.51048951 0.52447552 0.52447552 0.53521127],0.516666666666667,0.45,0.870020964360587,1,1,1,0.546875,0.56,0.514782608695652,0.476190476190476,0.521739130434783,0.452869565217391,0.871900826446281,0.884696016771489,0.870020964360587
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.72105263 0.73684211 0.76315789 0.73157895 0.72105263],0.575949367088608,0.518987341772152,0.810998735777497,0.986358866736621,0.989473684210526,0.986315789473684,0.619318181818182,0.694267515923567,0.576693506389456,0.547619047619048,0.58974358974359,0.519871794871795,0.817794028031688,0.851522842639594,0.811151849531384
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svd,32,84,116,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.8125     0.8125     0.84210526 0.78421053 0.89473684],0.591194968553459,0.625786163522013,0.819496855345912,0.959660297239915,0.947589098532495,0.960167714884696,0.588607594936709,0.607843137254902,0.591800356506239,0.626959247648903,0.641025641025641,0.626068376068376,0.818008877615726,0.820610687022901,0.819509323610953
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.60416667 0.73958333 0.68085106 0.71276596 0.64893617],0.537974683544304,0.550632911392405,0.636708860759494,0.716831683168317,0.763713080168776,0.69831223628692,0.633165829145729,0.79746835443038,0.537974683544304,0.657004830917874,0.781609195402299,0.524607414602558,0.684961580680571,0.774193548387097,0.633866800033342
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,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.89583333 0.90425532 0.88297872 0.86170213 0.81914894],0.598726114649682,0.535031847133758,0.811704834605598,0.974468085106383,0.970338983050847,0.974576271186441,0.666666666666667,0.79746835443038,0.597452125933139,0.601092896174863,0.753424657534247,0.549331376386171,0.824228028503563,0.894329896907216,0.812742837900844
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86458333 0.82631579 0.83157895 0.83157895 0.85263158],0.627760252365931,0.630914826498423,0.834804539722573,0.971307120085016,0.960084033613445,0.971638655462185,0.646706586826347,0.696774193548387,0.629251294305058,0.668555240793201,0.694117647058823,0.625970388155262,0.839066339066339,0.852684144818976,0.834622327186558
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.75874126 0.79020979 0.75874126 0.72377622 0.83098592],0.5125,0.579166666666667,0.859538784067086,0.964131994261119,0.941176470588235,0.964985994397759,0.541176470588235,0.584745762711864,0.513684356765768,0.61003861003861,0.647540983606557,0.578007779938872,0.859538784067086,0.859538784067086,0.859538784067086
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdn,8,146,154,6, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45138889 0.50704225 0.43661972 0.47183099 0.48591549],0.518987341772152,0.459915611814346,0.795952782462057,1,1,1,0.5546875,0.541984732824427,0.516275385280138,0.448275862068966,0.448275862068966,0.459675121117127,0.798333333333333,0.794361525704809,0.795980076746058
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svd,26,87,113,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.79166667 0.78571429 0.74369748 0.78991597 0.75630252],0.511173184357542,0.497206703910615,0.725890985324948,0.859060402684564,0.859060402684564,0.859060402684564,0.584323040380048,0.668478260869565,0.506652923538231,0.565217391304348,0.672413793103448,0.501967766116942,0.741983226443019,0.788259958071279,0.725890985324948
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.89583333 0.85416667 0.89583333 0.875      0.875     ],0.55625,0.5875,0.82875,1,1,1,0.559006211180124,0.616438356164384,0.561092741300583,0.645161290322581,0.681818181818182,0.577020202020202,0.834340991535671,0.860349127182045,0.828670804192526
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.41666667 0.53191489 0.58510638 0.55319149],0.518987341772152,0.563291139240506,0.621518987341772,0.676470588235294,0.679324894514768,0.675105485232067,0.530864197530864,0.605633802816901,0.526954832442933,0.543046357615894,0.561643835616438,0.56317485898469,0.621039290240811,0.643044619422572,0.622255806043804
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.58854167 0.63020833 0.61979167 0.58421053],0.542319749216301,0.54858934169279,0.771303258145363,0.923547400611621,0.945720250521921,0.921711899791232,0.557575757575757,0.56441717791411,0.54182397357244,0.590909090909091,0.675324675324675,0.552813852813853,0.780517137702946,0.815326633165829,0.771413316582915
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.82291667 0.77083333 0.71875    0.75      ],0.54375,0.5375,0.7975,0.968553459119497,0.9625,0.96875,0.617801047120419,0.67816091954023,0.530861281687923,0.593406593406593,0.771428571428571,0.563492063492063,0.809411764705882,0.866498740554156,0.798013638267152
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.84033613 0.86134454 0.81092437 0.82773109 0.78389831],0.527777777777778,0.561111111111111,0.816037735849057,0.980524978831499,0.974747474747475,0.98063973063973,0.585365853658537,0.685714285714286,0.532046332046332,0.620192307692308,0.697297297297297,0.557220077220077,0.825112107623318,0.867924528301887,0.816037735849057
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.53125    0.53125    0.51041667 0.52083333],0.45,0.5125,0.7925,1,1,1,0.50561797752809,0.494505494505494,0.442904921165791,0.5125,0.569444444444444,0.517676767676768,0.797066014669927,0.80893300248139,0.792375821139939
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,960,320,320,0.6,0.2,0.2, [0.69270833 0.65104167 0.68229167 0.65104167 0.671875  ],0.534375,0.571875,0.77625,0.924050632911392,0.9125,0.925,0.511475409836066,0.503225806451613,0.533431085043988,0.581039755351682,0.575757575757576,0.571749755620723,0.773417721518987,0.76375,0.77625
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.66842105 0.65789474 0.69473684 0.65263158 0.70744681],0.477848101265823,0.477848101265823,0.718987341772152,0.880503144654088,0.886075949367089,0.879746835443038,0.504504504504504,0.571428571428571,0.483939137785292,0.510385756676558,0.524390243902439,0.476010911424904,0.726600985221675,0.751592356687898,0.719192404759043
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.57291667 0.51041667 0.5212766  0.54255319 0.59574468],0.575949367088608,0.544303797468354,0.789873417721519,0.943632567849687,0.953586497890295,0.943037974683544,0.603550295857988,0.653846153846154,0.576923076923077,0.576470588235294,0.671232876712329,0.553263497179694,0.797066014669926,0.84020618556701,0.790749858952659
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.88541667 0.875      0.90625    0.84375    0.92708333],0.50625,0.51875,0.805,1,1,1,0.538011695906433,0.613333333333333,0.512549019607843,0.601036269430052,0.682352941176471,0.507843137254902,0.815165876777251,0.86,0.805
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.56944444 0.51388889 0.52777778 0.57042254],0.472803347280335,0.481171548117155,0.529264214046823,0.554765291607397,0.543175487465181,0.564066852367688,0.4375,0.4375,0.470718503937008,0.478991596638656,0.463414634146341,0.481707317073171,0.516738197424893,0.506734006734007,0.529114511672651
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.59375    0.51041667 0.53125    0.53125   ],0.525,0.48125,0.79375,0.987603305785124,0.995833333333333,0.9875,0.518987341772152,0.493975903614458,0.526208731028008,0.49079754601227,0.43956043956044,0.487896161809205,0.795031055900621,0.772946859903382,0.794504518034592
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81118881 0.78671329 0.77622378 0.74125874 0.82167832],0.602510460251046,0.644351464435146,0.874213836477987,0.957446808510638,0.944055944055944,0.958041958041958,0.646840148698885,0.701612903225807,0.598632538569425,0.647302904564315,0.678260869565217,0.645582047685835,0.875,0.880503144654088,0.874213836477987
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120, zones, lab, svdn,720,240,240,0.6,0.2,0.2, [0.5625     0.5625     0.56944444 0.56944444 0.61805556],0.520833333333333,0.570833333333333,0.8075,0.982118294360385,0.991666666666667,0.981944444444444,0.552529182879377,0.628318584070796,0.526757717232249,0.605363984674329,0.58955223880597,0.568361025063362,0.814457831325301,0.835255354200988,0.807172365127476
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54166667 0.47916667 0.50694444 0.5        0.49295775],0.539748953974895,0.506276150627615,0.79933110367893,0.983286908077994,0.983286908077994,0.983286908077994,0.517543859649123,0.508620689655172,0.538863190356041,0.528,0.519685039370079,0.505378233970754,0.79933110367893,0.794019933554817,0.799366869134311
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.64210526 0.66315789 0.73157895 0.68421053 0.65957447],0.569620253164557,0.588607594936709,0.768987341772152,0.895238095238095,0.892405063291139,0.895569620253164,0.60233918128655,0.647798742138365,0.569122301005488,0.628571428571429,0.666666666666667,0.584988962472406,0.777031154551008,0.796992481203007,0.768700844182066
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.75694444 0.72222222 0.69444444 0.72222222],0.475,0.558333333333333,0.751666666666667,0.90983606557377,0.925,0.908333333333333,0.529850746268657,0.601694915254237,0.47707696582384,0.621428571428571,0.707317073170732,0.554513237440067,0.7671875,0.816971713810316,0.751557643215676
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61458333 0.60526316 0.63157895 0.62105263 0.61578947],0.593059936908517,0.586750788643533,0.800756620428752,0.941299790356394,0.94327731092437,0.941176470588235,0.593059936908517,0.602564102564102,0.593207517120561,0.59190031152648,0.612903225806452,0.58731581043409,0.801507537688442,0.810673443456163,0.800831089688031
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdn,40,80,120,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.59375    0.58333333 0.53125    0.58510638],0.49685534591195,0.459119496855346,0.743718592964824,0.919148936170213,0.903765690376569,0.920502092050209,0.51219512195122,0.567567567567568,0.501430842607313,0.5,0.494252873563218,0.455459770114943,0.746898263027295,0.7525,0.743674242424242
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.67708333 0.6875     0.69473684 0.71052632 0.68947368],0.59748427672956,0.60377358490566,0.684905660377358,0.749238578680203,0.773584905660377,0.741090146750524,0.59748427672956,0.56547619047619,0.599404761904762,0.608695652173913,0.597560975609756,0.603975292999683,0.691692307692308,0.694684796044499,0.684730362170777
ensemble_model_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.73958333 0.69791667 0.68421053 0.64210526 0.73157895],0.619496855345912,0.638364779874214,0.817610062893082,0.941431670281995,0.909853249475891,0.943396226415094,0.636636636636637,0.683870967741935,0.621076588165446,0.625407166123779,0.623376623376623,0.637907823883434,0.814340588988476,0.809160305343511,0.81751547605484
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120,4, low_bits_5, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.54255319 0.60638298 0.68085106 0.60638298 0.60638298],0.576923076923077,0.519230769230769,0.659846547314578,0.74120082815735,0.761702127659574,0.734042553191489,0.576923076923077,0.652173913043478,0.584707646176912,0.496644295302013,0.480519480519481,0.518740752917968,0.66243654822335,0.68503937007874,0.660474797258822
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.55208333 0.61702128 0.61702128 0.55319149],0.537974683544304,0.481012658227848,0.80379746835443,1,1,1,0.546583850931677,0.530120481927711,0.538393574297189,0.397058823529412,0.402985074626866,0.470723306544202,0.798962386511025,0.795865633074935,0.803640012567244
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.63020833 0.63541667 0.66666667 0.66315789 0.67894737],0.628930817610063,0.588050314465409,0.664572864321608,0.635083226632522,0.518828451882845,0.701882845188285,0.559701492537313,0.471698113207547,0.628930817610063,0.52014652014652,0.425149700598802,0.596680810564302,0.59606656580938,0.490049751243781,0.666344672576205
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.66666667 0.625      0.69148936 0.67021277],0.613924050632911,0.531645569620253,0.772727272727273,0.904862579281184,0.899159663865546,0.90546218487395,0.62111801242236,0.675675675675676,0.617599742599743,0.493150684931507,0.529411764705882,0.531372549019608,0.769230769230769,0.789473684210526,0.773377618804292
ensemble_model_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.56666667 0.55       0.60084034 0.56722689 0.60084034],0.574229691876751,0.521008403361345,0.830712788259958,1,1,1,0.568181818181818,0.555555555555556,0.574387947269303,0.483383685800604,0.451977401129944,0.520433145009416,0.827916888652104,0.814465408805031,0.830712788259958
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.625      0.63380282 0.73239437 0.73239437 0.70422535],0.556962025316456,0.641350210970464,0.801011804384486,0.935754189944134,0.941011235955056,0.935393258426966,0.571428571428571,0.603448275862069,0.557922485038473,0.65587044534413,0.692307692307692,0.641987179487179,0.804635761589404,0.825127334465195,0.801173382475479
ensemble_model_N8_B146_E154_nb_zones_8_lab_svd,8,146,154,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67894737 0.72105263 0.67894737 0.74736842 0.67894737],0.636075949367089,0.639240506329114,0.785714285714286,0.880694143167028,0.854736842105263,0.88421052631579,0.559386973180077,0.503448275862069,0.625993143778988,0.595744680851064,0.515337423312883,0.643289626689122,0.768600682593857,0.719029374201788,0.785046601994511
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.46875    0.48958333 0.51041667 0.45833333],0.48125,0.525,0.8,0.997912317327766,0.995833333333333,0.997916666666667,0.496969696969697,0.518987341772152,0.481715893108298,0.547619047619048,0.605263157894737,0.528822055137845,0.80295566502463,0.825316455696203,0.800312548835755
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.64685315 0.61188811 0.61538462 0.65734266 0.65734266],0.481171548117155,0.535564853556485,0.828092243186583,0.934182590233545,0.923076923076923,0.934965034965035,0.487603305785124,0.504273504273504,0.481644948858064,0.574712643678161,0.614754098360656,0.533872775676054,0.828810020876827,0.832285115303983,0.828092243186583
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.66666667 0.72916667 0.63541667 0.68085106],0.509433962264151,0.528301886792453,0.804020100502513,0.993684210526316,0.98744769874477,0.993723849372385,0.465753424657534,0.404761904761905,0.515714285714286,0.496644295302013,0.468354430379747,0.527927215189873,0.797402597402597,0.763681592039801,0.80442962850721
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.85416667 0.82291667 0.80851064 0.81914894 0.78723404],0.5,0.550632911392405,0.810126582278481,1,1,1,0.483660130718954,0.451219512195122,0.501925545571245,0.594285714285714,0.658227848101266,0.550632911392405,0.812967581047382,0.819095477386935,0.8100579427751
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdn,8,146,154, zones, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.5        0.49295775 0.47887324 0.56338028],0.483193277310924,0.483193277310924,0.788235294117647,0.991596638655462,0.991596638655462,0.991596638655462,0.481012658227848,0.483050847457627,0.48319209039548,0.493827160493827,0.46875,0.484375,0.78894472361809,0.781094527363184,0.788332612914982
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62237762 0.63986014 0.68531469 0.62937063 0.65034965],0.627615062761506,0.627615062761506,0.664570230607967,0.67601683029453,0.674125874125874,0.676923076923077,0.653696498054475,0.646153846153846,0.625829216654905,0.621276595744681,0.669724770642202,0.631016231474947,0.666319082377477,0.669811320754717,0.664570230607966
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120,4, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.625      0.47916667 0.58333333 0.57446809],0.547169811320755,0.490566037735849,0.807788944723618,1,1,1,0.544303797468354,0.581081081081081,0.549364069952305,0.520710059171598,0.556962025316456,0.490981012658228,0.809937888198758,0.831632653061224,0.80814305920388
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154,6, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.64583333 0.71527778 0.69014085 0.66901408],0.621848739495798,0.647058823529412,0.666946308724832,0.636215334420881,0.544692737430168,0.68854748603352,0.540816326530612,0.464912280701754,0.615520656479909,0.557894736842105,0.504761904761905,0.632080200501253,0.602602602602603,0.521663778162912,0.662457905341618
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.6875     0.67708333 0.66666667 0.6875     0.63541667],0.5125,0.59375,0.67375,0.761133603238867,0.783333333333333,0.754166666666666,0.551724137931034,0.623376623376623,0.516507588796745,0.591194968553459,0.626666666666667,0.595686274509804,0.684401451027811,0.721938775510204,0.67469487795118
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.48958333 0.5625     0.57291667 0.53125   ],0.45,0.45625,0.77625,0.99163179916318,0.9875,0.991666666666667,0.463414634146342,0.441860465116279,0.450659962287869,0.459627329192547,0.425287356321839,0.459219020626673,0.777085927770859,0.75544794188862,0.77694877714586
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdn,40,80,120,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.55208333 0.61702128 0.59574468 0.4893617 ],0.537974683544304,0.468354430379747,0.80126582278481,1,1,1,0.522875816993464,0.547945205479452,0.538678485092667,0.4,0.417910447761194,0.46170247662785,0.795306388526727,0.809018567639257,0.801603714812365
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.859375   0.82291667 0.82291667 0.78125    0.8125    ],0.6,0.64375,0.839375,0.984293193717278,0.979166666666667,0.984375,0.648351648351648,0.756410256410256,0.603814884302689,0.704663212435233,0.804733727810651,0.634154943375524,0.849266862170088,0.899378881987578,0.838997617094418
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.48611111 0.55555556 0.54929577 0.52112676],0.571428571428571,0.483193277310924,0.810402684563758,0.998601398601399,0.997206703910614,0.998603351955307,0.556521739130435,0.551724137931034,0.570944036178632,0.493827160493827,0.508474576271186,0.48340395480226,0.80976430976431,0.8125,0.810416666666667
ensemble_model_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.83157895 0.81578947 0.81052632 0.85263158 0.82105263],0.629746835443038,0.645569620253165,0.842604298356511,0.978858350951374,0.974736842105263,0.978947368421053,0.660869565217391,0.726114649681529,0.630352922325041,0.654320987654321,0.670886075949367,0.645569620253165,0.845820433436533,0.864556962025316,0.842632016366194
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.45833333 0.57291667 0.45833333 0.54166667 0.52083333],0.50625,0.46875,0.795,1,1,1,0.548571428571429,0.585365853658537,0.50422138836773,0.514285714285714,0.517241379310345,0.464100141709967,0.802409638554217,0.814180929095354,0.794558495238214
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.54861111 0.5        0.52816901 0.43661972],0.5,0.508403361344538,0.56890756302521,0.565149136577708,0.504201680672269,0.612044817927171,0.42512077294686,0.366666666666667,0.501129943502825,0.4,0.378640776699029,0.493024092053218,0.506256015399423,0.453448275862069,0.566068400226116
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,948,316,316,0.6,0.2,0.2, [0.85789474 0.85263158 0.86315789 0.8        0.84042553],0.481012658227848,0.537974683544304,0.782278481012658,0.964285714285714,0.968354430379747,0.964135021097046,0.577319587628866,0.678787878787879,0.471844270519767,0.609625668449198,0.75,0.545731707317073,0.799299883313886,0.865992414664981,0.782172379702579
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.47916667 0.52083333 0.54736842 0.48421053 0.55789474],0.440251572327044,0.490566037735849,0.513836477987421,0.576735092864125,0.618448637316562,0.546121593291405,0.47953216374269,0.539473684210526,0.444435637285986,0.542372881355932,0.60377358490566,0.490566037735849,0.550319953461315,0.600253807106599,0.514590743952302
svm_model_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.90972222 0.90972222 0.875      0.88732394 0.92957746],0.617647058823529,0.61344537815126,0.827181208053691,0.967651195499297,0.960893854748603,0.967877094972067,0.687285223367698,0.840336134453782,0.617647058823529,0.669064748201439,0.775,0.612076271186441,0.8390625,0.899497487437186,0.827059668088341
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.8125     0.75520833 0.71875    0.734375   0.75520833],0.496875,0.515625,0.778125,0.959247648902821,0.95625,0.959375,0.536023054755043,0.588607594936709,0.498007501172058,0.563380281690141,0.578034682080925,0.510105776414612,0.786015672091621,0.803945745992602,0.777765014948138
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.8        0.79166667 0.83613445 0.81092437 0.81092437],0.593837535014006,0.549019607843137,0.80503144654088,0.94406779661017,0.932998324958124,0.944723618090452,0.629156010230179,0.679558011049724,0.592619914615771,0.58611825192802,0.647727272727273,0.550382973380211,0.810204081632653,0.832285115303983,0.80503144654088
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.82291667 0.83684211 0.85789474 0.81578947 0.82105263],0.646687697160883,0.589905362776025,0.834174022698613,0.977871443624868,0.974789915966386,0.977941176470588,0.676300578034682,0.668571428571429,0.644144869215292,0.585987261146497,0.613333333333333,0.591097804391217,0.836544437538844,0.84019975031211,0.834112614009558
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.59375    0.63829787 0.55319149 0.5       ],0.620253164556962,0.506329113924051,0.570886075949367,0.608187134502924,0.658227848101266,0.575949367088608,0.67741935483871,0.851351351351351,0.634009009009009,0.561797752808989,0.657894736842105,0.511874197689345,0.61345496009122,0.695090439276486,0.573351671251146
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.64084507 0.61267606 0.5915493  0.63380282 0.68309859],0.576271186440678,0.588983050847458,0.618443316412859,0.586319218241042,0.507042253521127,0.64225352112676,0.586776859504132,0.617391304347826,0.577290693496227,0.616600790513834,0.639344262295082,0.587215990796664,0.593327321911632,0.555743243243243,0.618549587723317
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152, zones, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.671875   0.68947368 0.7        0.67894737 0.73157895],0.627760252365931,0.608832807570978,0.787515762925599,0.90073145245559,0.90546218487395,0.900210084033613,0.662857142857143,0.729559748427673,0.627438102061938,0.647727272727273,0.76,0.616526946107785,0.796865581675708,0.84203821656051,0.788060306782127
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.76041667 0.6875     0.75       0.75531915],0.553459119496855,0.459119496855346,0.746231155778894,0.906444906444907,0.912133891213389,0.905857740585774,0.620320855614973,0.674418604651163,0.542688754380376,0.511363636363636,0.576923076923077,0.461301044634378,0.760663507109005,0.796526054590571,0.745591271570095
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.39583333 0.45833333 0.44680851 0.5212766 ],0.556962025316456,0.474683544303798,0.806818181818182,1,1,1,0.513888888888889,0.474358974358974,0.555929487179487,0.477987421383648,0.487179487179487,0.474839743589744,0.803594351732991,0.794416243654822,0.806755860520878
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.6875     0.65625    0.63541667 0.77083333],0.60625,0.575,0.65,0.665168539325843,0.616666666666667,0.689583333333333,0.588235294117647,0.576923076923077,0.605534709193246,0.484848484848485,0.457142857142857,0.561904761904762,0.616438356164384,0.579896907216495,0.647958162346111
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdne,8,146,154,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.72916667 0.70833333 0.64788732 0.72535211],0.57563025210084,0.533613445378151,0.665268456375839,0.714503816793893,0.653631284916201,0.738826815642458,0.584362139917695,0.612068965517241,0.576526286037309,0.546938775510204,0.549180327868853,0.533210853589599,0.650918635170604,0.624161073825503,0.665268456375839
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.72916667 0.71875    0.71052632 0.69473684 0.68421053],0.60062893081761,0.544025157232704,0.793710691823899,0.941176470588235,0.939203354297694,0.941299790356394,0.541516245487365,0.520833333333333,0.59375,0.542586750788643,0.502923976608187,0.547380355651032,0.787839586028461,0.768939393939394,0.793617566643882
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.72916667 0.77430556 0.75694444 0.70138889 0.76223776],0.565957446808511,0.514893617021277,0.834905660377359,0.930428671820098,0.920723226703755,0.93115438108484,0.575,0.63302752293578,0.570482015436144,0.551181102362205,0.555555555555556,0.511722731906218,0.835680751173709,0.839622641509434,0.834905660377359
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.59375    0.53125    0.56382979 0.57446809 0.60638298],0.512658227848101,0.525316455696203,0.806329113924051,0.997894736842105,1,0.99789029535865,0.515723270440252,0.532467532467532,0.51314734648068,0.556213017751479,0.55952380952381,0.523005148005148,0.809464508094645,0.816582914572864,0.806250640959902
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.63888889 0.69444444 0.64788732 0.66901408 0.71126761],0.57563025210084,0.529411764705882,0.795798319327731,0.958448753462604,0.969187675070028,0.957983193277311,0.635379061371841,0.682170542635659,0.565855913519664,0.585185185185185,0.724770642201835,0.544555863736576,0.808510638297872,0.86218487394958,0.795798319327731
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.61344538 0.59243697 0.64705882 0.67226891 0.61016949],0.6,0.675,0.794549266247379,0.889637742207245,0.888888888888889,0.88973063973064,0.655502392344498,0.76536312849162,0.600913608444705,0.712530712530713,0.801104972375691,0.674295502947622,0.805168986083499,0.849056603773585,0.794549266247379
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,474,158,158,0.6,0.2,0.2, [0.71875    0.73958333 0.56382979 0.57446809 0.55319149],0.468354430379747,0.506329113924051,0.789873417721519,0.991561181434599,0.991561181434599,0.991561181434599,0.454545454545455,0.421686746987952,0.470843373493976,0.5125,0.561643835616438,0.510233682514101,0.789340101522843,0.791348600508906,0.789880849372841
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.66666667 0.61979167 0.69791667 0.67368421],0.542319749216301,0.495297805642633,0.802005012531328,0.990595611285266,0.989561586638831,0.990605427974948,0.570588235294118,0.570588235294118,0.540327674694039,0.51063829787234,0.563758389261745,0.499526253454402,0.805658056580566,0.820802005012531,0.802005012531328
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.65384615 0.61538462 0.62937063 0.65034965 0.6443662 ],0.583333333333333,0.570833333333333,0.828616352201258,0.913286713286713,0.914565826330532,0.913165266106442,0.565217391304348,0.52,0.586086956521739,0.511848341232228,0.469565217391304,0.566782608695652,0.825227151256013,0.809224318658281,0.828616352201258
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.5625     0.54166667 0.55208333 0.61702128],0.59748427672956,0.566037735849057,0.830402010050251,0.99581589958159,0.99581589958159,0.99581589958159,0.573333333333333,0.597222222222222,0.597461685823755,0.586826347305389,0.576470588235294,0.565262321144674,0.830188679245283,0.833333333333333,0.830416666666667
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.71666667 0.75833333 0.6875     0.7375     0.70168067],0.484507042253521,0.470422535211268,0.694444444444444,0.821548821548821,0.814691151919866,0.823038397328881,0.509383378016086,0.527777777777778,0.483888888888889,0.527638190954774,0.6,0.472222222222222,0.702399183256764,0.721174004192872,0.694444444444444
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.49305556 0.44444444 0.49295775 0.42253521],0.5,0.491596638655462,0.796140939597315,0.995792426367462,0.991620111731844,0.995810055865922,0.510288065843621,0.466165413533835,0.504511278195489,0.489451476793249,0.491525423728814,0.49159604519774,0.796311818943839,0.779967159277504,0.796501589930347
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.65625    0.69148936 0.71276596 0.65957447 0.74468085],0.56687898089172,0.598726114649682,0.814249363867684,0.968287526427061,0.970338983050847,0.968220338983051,0.626373626373626,0.7125,0.564042207792208,0.588235294117647,0.642857142857143,0.60303776683087,0.819306930693069,0.857512953367876,0.815006476683938
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.61979167 0.640625   0.70526316 0.61578947 0.71052632],0.547169811320755,0.575471698113208,0.784905660377359,0.933753943217666,0.930817610062893,0.933962264150943,0.610810810810811,0.70625,0.546162974683544,0.641909814323607,0.751552795031056,0.573228626814891,0.798586572438163,0.849624060150376,0.784660514923673
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.67013889 0.66666667 0.65034965 0.64335664 0.62237762],0.556962025316456,0.620253164556962,0.660377358490566,0.692046227056424,0.709902370990237,0.684100418410042,0.564315352697095,0.586206896551724,0.557566258193218,0.642857142857143,0.669421487603306,0.619193502422343,0.670061099796334,0.689727463312369,0.660377358490566
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svd,8,146,154, zones, lab, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.68229167 0.65789474 0.67368421 0.66315789],0.663522012578616,0.628930817610063,0.79937106918239,0.902083333333333,0.907756813417191,0.90146750524109,0.63728813559322,0.591194968553459,0.663522012578616,0.587412587412587,0.545454545454545,0.626385809312639,0.792991563919533,0.773417721518987,0.799208860759494
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.65625    0.6875     0.65625    0.65957447],0.572327044025157,0.509433962264151,0.780150753768844,0.940936863543788,0.96652719665272,0.939330543933054,0.546666666666667,0.5125,0.572705696202531,0.5,0.448275862068966,0.515804597701149,0.780426599749059,0.766009852216749,0.780440823544272
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.54166667 0.46808511 0.45744681 0.56382979],0.537974683544304,0.518987341772152,0.811392405063291,1,1,1,0.582857142857143,0.579545454545455,0.53262987012987,0.558139534883721,0.564705882352941,0.515229653505238,0.818514007308161,0.819512195121951,0.81107188703466
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svd,26,87,113,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.7394958  0.73109244 0.7605042  0.81092437 0.76694915],0.605555555555555,0.577777777777778,0.820754716981132,0.959183673469388,0.94949494949495,0.95959595959596,0.674311926605504,0.765625,0.594122023809524,0.616161616161616,0.726190476190476,0.587053571428571,0.829681274900398,0.873165618448637,0.820754716981132
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.48611111 0.54166667 0.54225352 0.53521127 0.42957746],0.5,0.546218487394958,0.809243697478992,1,1,1,0.518218623481781,0.528925619834711,0.499505544960091,0.546218487394958,0.541666666666667,0.546257062146893,0.810675562969141,0.812709030100334,0.809226136671789
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120,4, low_bits_6, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.92553191 0.87234043 0.88297872 0.91489362 0.91489362],0.551282051282051,0.596153846153846,0.822250639386189,0.98728813559322,0.991489361702127,0.987234042553192,0.597701149425287,0.712328767123288,0.560983660670077,0.618181818181818,0.728571428571429,0.608471760797342,0.828606658446362,0.888888888888889,0.824394939493949
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svd,4,148,152,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.62083333 0.63445378 0.71008403 0.59663866],0.568627450980392,0.579831932773109,0.632075471698113,0.659246575342466,0.644891122278057,0.666666666666667,0.547058823529412,0.505434782608696,0.570636466448857,0.581005586592179,0.601156069364162,0.580469339029907,0.62379421221865,0.610062893081761,0.632075471698113
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120,4, low_bits_4, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.5625     0.59574468 0.60638298 0.53191489 0.55319149],0.509554140127389,0.560509554140127,0.812977099236641,0.997876857749469,0.995762711864407,0.997881355932203,0.453900709219858,0.438356164383562,0.504892367906067,0.517482517482518,0.5,0.557228915662651,0.805298013245033,0.793733681462141,0.812499595073502
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdne,8,146,154,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.72222222 0.71527778 0.76760563 0.69014085 0.70422535],0.605042016806723,0.588235294117647,0.815966386554622,0.962447844228095,0.969187675070028,0.96218487394958,0.656934306569343,0.75,0.603813559322034,0.625954198473282,0.738738738738739,0.597715826062283,0.825498007968127,0.880952380952381,0.81672203765227
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.59722222 0.65492958 0.64084507 0.71126761 0.6056338 ],0.569620253164557,0.594936708860759,0.805227655986509,0.954230235783634,0.966292134831461,0.953651685393258,0.552631578947368,0.533898305084746,0.569470160945734,0.609756097560976,0.614754098360656,0.594333570919458,0.806694560669456,0.808724832214765,0.805209873734501
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63157895 0.65263158 0.65789474 0.62105263 0.64736842],0.661392405063291,0.664556962025316,0.649178255372946,0.635394456289979,0.627368421052632,0.64,0.619217081850534,0.524096385542169,0.668714859437751,0.582677165354331,0.486842105263158,0.658055198973042,0.623217922606925,0.578814627994956,0.64935661691256
ensemble_model_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.85915493 0.83802817 0.85211268 0.88028169 0.84507042],0.622881355932203,0.627118644067797,0.819796954314721,0.949579831932773,0.954929577464789,0.949295774647887,0.648221343873518,0.719298245614035,0.626042565429968,0.653543307086614,0.680327868852459,0.625251653724475,0.825552825552826,0.852791878172589,0.819796954314721
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.72222222 0.74305556 0.71527778 0.75694444 0.71527778],0.533333333333333,0.55,0.79,0.955182072829131,0.947222222222222,0.955555555555556,0.5625,0.525547445255474,0.534618382821912,0.517857142857143,0.522522522522523,0.548082966687618,0.78894472361809,0.774671052631579,0.790207147937411
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.77310924 0.82773109 0.81932773 0.78991597 0.78991597],0.610027855153203,0.615598885793872,0.848008385744235,0.98989898989899,0.988235294117647,0.989915966386555,0.651741293532338,0.731843575418994,0.610366232153942,0.651515151515152,0.716666666666667,0.615316573556797,0.853977844914401,0.888888888888889,0.848008385744235
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdne,40,80,120,4, low_bits_4_shifted_2, svdne,474,158,158,0.6,0.2,0.2, [0.84375    0.84375    0.88297872 0.77659574 0.74468085],0.531645569620253,0.5,0.773417721518987,0.944444444444444,0.932489451476793,0.945147679324894,0.569767441860465,0.73134328358209,0.557979334098737,0.610837438423645,0.72093023255814,0.478520671834625,0.787663107947805,0.851282051282051,0.774391025641026
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.65416667 0.6375     0.64583333 0.70416667 0.60416667],0.53954802259887,0.612994350282486,0.687106918238994,0.745936698032506,0.726666666666667,0.7525,0.5995085995086,0.709302325581395,0.544211602351137,0.653164556962025,0.708791208791209,0.610209557883977,0.697108066971081,0.720125786163522,0.687106918238994
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.60416667 0.61458333 0.64583333 0.71875   ],0.55,0.5125,0.78125,0.94824016563147,0.954166666666667,0.947916666666667,0.544303797468354,0.530864197530864,0.550242225347711,0.472972972972973,0.486111111111111,0.51010101010101,0.778200253485425,0.78117048346056,0.781248632393671
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.86458333 0.875      0.77083333 0.875      0.85416667],0.5625,0.6375,0.8075,0.943478260869565,0.904166666666667,0.945833333333333,0.551282051282051,0.467391304347826,0.579283887468031,0.579710144927536,0.519480519480519,0.633234235643874,0.795755968169761,0.733496332518337,0.809203409225921
svm_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, [0.80208333 0.72916667 0.625      0.75       0.73958333],0.6125,0.65625,0.72875,0.777777777777778,0.729166666666667,0.791666666666667,0.607594936708861,0.64,0.614117647058824,0.696132596685083,0.7,0.65,0.724968314321926,0.706172839506173,0.729035786841694
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152,8, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.46842105 0.47894737 0.44736842 0.50526316],0.482649842271293,0.511041009463722,0.798865069356873,1,1,1,0.467532467532467,0.441717791411043,0.483845908692534,0.5141065830721,0.532467532467532,0.511632539239901,0.797973400886637,0.794451450189155,0.798865069356873
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.70833333 0.75174825 0.74825175 0.79020979 0.70629371],0.57563025210084,0.546218487394958,0.870545073375262,0.972934472934473,0.95391061452514,0.973463687150838,0.621722846441948,0.664,0.570938053097345,0.564516129032258,0.619469026548672,0.549734513274336,0.871287128712871,0.876310272536688,0.870545073375262
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.640625   0.69270833 0.671875   0.671875   0.67368421],0.58307210031348,0.601880877742947,0.788220551378446,0.91875,0.920668058455115,0.918580375782881,0.600600600600601,0.625,0.582940251572327,0.623145400593472,0.61046511627907,0.601150925486474,0.792638036809816,0.796547472256473,0.788082653325689
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.69747899 0.68487395 0.68907563 0.65546218 0.63445378],0.515320334261838,0.559888579387187,0.74895178197065,0.875106202209006,0.865546218487395,0.876470588235294,0.53475935828877,0.595238095238095,0.520132136624283,0.620192307692308,0.675392670157068,0.551982049364248,0.75648195221149,0.779874213836478,0.74895178197065
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.65972222 0.59722222 0.63888889 0.64583333 0.69444444],0.533333333333333,0.579166666666667,0.630833333333333,0.67966573816156,0.677777777777778,0.680555555555556,0.486238532110092,0.495327102803738,0.529618438619914,0.558951965065502,0.503937007874016,0.583826911016654,0.619742489270386,0.607744107744108,0.630604727139381
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.74305556 0.72916667 0.75       0.73611111 0.73611111],0.541666666666667,0.479166666666667,0.690833333333333,0.804034582132565,0.775,0.811111111111111,0.53781512605042,0.556521739130435,0.542260869565217,0.489795918367347,0.530973451327434,0.482022158734583,0.684791843670348,0.685374149659864,0.690726290516206
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.79166667 0.8125     0.80526316 0.8        0.76315789],0.654088050314465,0.720125786163522,0.857232704402516,0.970588235294118,0.968553459119497,0.970649895178197,0.666666666666667,0.604395604395604,0.662491919844861,0.676363636363636,0.611842105263158,0.715559606848446,0.854206807964033,0.819975339087546,0.857997939120153
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.89583333 0.95833333 0.875      0.81914894],0.540880503144654,0.566037735849057,0.811557788944724,0.983122362869198,0.97489539748954,0.98326359832636,0.587570621468927,0.634146341463415,0.537852391510928,0.610169491525424,0.701298701298701,0.570161545771302,0.818840579710145,0.851758793969849,0.811557788944724
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.53125    0.51041667 0.48958333 0.54166667],0.5125,0.425,0.78625,0.997912317327766,0.995833333333333,0.997916666666667,0.5,0.527027027027027,0.513513513513513,0.452380952380952,0.431818181818182,0.424242424242424,0.787048567870486,0.786069651741293,0.786250906272657
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.55208333 0.5106383  0.60638298 0.54255319],0.531645569620253,0.575949367088608,0.817721518987342,0.993684210526316,0.9957805907173,0.993670886075949,0.513157894736842,0.52,0.531084337349398,0.573248407643312,0.523255813953488,0.581072351421189,0.816326530612245,0.804020100502513,0.817826376781868
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.70422535 0.66901408 0.69014085 0.69014085 0.73239437],0.555084745762712,0.538135593220339,0.786802030456853,0.946927374301676,0.954929577464789,0.946478873239437,0.591439688715953,0.660869565217391,0.557707509881423,0.579150579150579,0.646551724137931,0.539942528735632,0.795454545454545,0.83617747440273,0.787216253979889
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116,8, low_bits_6, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.578125   0.60526316 0.54210526 0.60526316 0.52631579],0.520504731861199,0.583596214511041,0.760403530895334,0.901234567901234,0.920168067226891,0.899159663865546,0.563218390804598,0.601226993865031,0.518145964464983,0.631284916201117,0.684848484848485,0.5792663476874,0.773539928486293,0.807213930348259,0.759745072591009
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdne,40,80,120,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.79166667 0.73958333 0.84375    0.82978723 0.85106383],0.531645569620253,0.544303797468354,0.782828282828283,0.945606694560669,0.949579831932773,0.945378151260504,0.610526315789474,0.816901408450704,0.557875991581674,0.628865979381443,0.753086419753086,0.538880872214206,0.80046403712297,0.884615384615385,0.784347493302717
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.765625   0.73684211 0.71578947 0.74736842 0.72631579],0.49211356466877,0.501577287066246,0.797604035308953,0.997894736842105,0.995798319327731,0.997899159663866,0.536023054755043,0.628378378378378,0.500579721733568,0.568306010928962,0.597701149425287,0.491158267020336,0.806975345760673,0.840852130325814,0.7973296184624
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.53472222 0.48611111 0.61111111 0.53521127],0.502092050209205,0.552301255230126,0.805183946488294,0.990182328190743,0.983286908077994,0.99025069637883,0.536964980544747,0.565573770491803,0.50073560319462,0.520179372197309,0.504347826086956,0.550561009817672,0.804694048616932,0.805369127516778,0.805184563758389
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.46853147 0.5034965  0.48251748 0.52797203 0.51056338],0.520833333333333,0.4875,0.863207547169811,0.983904828551435,0.984593837535014,0.983893557422969,0.538152610441767,0.563025210084034,0.52118202652962,0.467532467532467,0.446280991735537,0.48784637822071,0.863279203771608,0.863731656184486,0.863207547169811
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.875      0.91666667 0.90425532 0.89361702 0.86170213],0.588607594936709,0.588607594936709,0.834177215189873,0.997885835095137,0.9957805907173,0.99789029535865,0.628571428571429,0.705128205128205,0.590064102564103,0.663212435233161,0.735632183908046,0.572041444066699,0.84423305588585,0.883084577114428,0.833294865876802
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svd,40,80,120,4, low_bits_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.6875     0.65625    0.69148936 0.59574468],0.588607594936709,0.550632911392405,0.808080808080808,0.966386554621849,0.966386554621849,0.966386554621849,0.539007092198581,0.535211267605634,0.583697587825805,0.559006211180124,0.5,0.558823529411765,0.804627249357326,0.784461152882206,0.808261110792248
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.59722222 0.61805556 0.63380282 0.61971831 0.61971831],0.571428571428571,0.542016806722689,0.759663865546218,0.895688456189152,0.901960784313726,0.894957983193277,0.581967213114754,0.5546875,0.572798295454545,0.532188841201717,0.516666666666667,0.542231638418079,0.760869565217391,0.752066115702479,0.759793741611923
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdn,32,84,116,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.56770833 0.54166667 0.515625   0.53125    0.54166667],0.496875,0.5125,0.801875,1,1,1,0.488888888888889,0.47239263803681,0.497342815833691,0.515527950310559,0.494047619047619,0.513471177944862,0.801502817783343,0.789149198520345,0.802052419285521
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.63194444 0.65277778 0.70138889 0.64788732],0.481171548117155,0.510460251046025,0.673913043478261,0.788051209103841,0.771587743732591,0.792479108635097,0.425925925925926,0.373983739837398,0.484405663022147,0.460829493087558,0.431034482758621,0.508200168208579,0.656690140845071,0.623745819397993,0.673913043478261
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.52083333 0.58854167 0.55789474 0.51052632],0.515723270440252,0.515723270440252,0.567839195979899,0.501312335958005,0.399581589958159,0.602510460251046,0.306306306306306,0.209876543209876,0.521604938271605,0.306306306306306,0.203592814371257,0.532259983344569,0.429519071310116,0.32094175960347,0.571298905279442
svm_model_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.54166667 0.53645833 0.484375   0.57894737],0.473354231974922,0.504702194357367,0.597744360902256,0.637614678899083,0.580375782881002,0.670146137787056,0.424657534246575,0.385093167701863,0.474192153471185,0.455172413793104,0.409937888198758,0.505601855491784,0.558459422283356,0.506866416978776,0.598087296539703
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113, zones, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.50833333 0.62083333 0.6        0.6125     0.53361345],0.51830985915493,0.51830985915493,0.811320754716981,0.98494983277592,0.98330550918197,0.984974958263773,0.544,0.582857142857143,0.519206349206349,0.539083557951482,0.555555555555556,0.517777777777778,0.814624098867147,0.829140461215933,0.811320754716981
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.79166667 0.86111111 0.85211268 0.88028169 0.85915493],0.621848739495798,0.672268907563025,0.851260504201681,0.987270155586987,0.977591036414566,0.987394957983193,0.645669291338583,0.732142857142857,0.62797619047619,0.697674418604651,0.782608695652174,0.675857193354542,0.854799015586546,0.892123287671233,0.852002237895023
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.57638889 0.63194444 0.61267606 0.69014085 0.58450704],0.542016806722689,0.563025210084034,0.776470588235294,0.92524682651622,0.918767507002801,0.925770308123249,0.528138528138528,0.539823008849557,0.541911504424779,0.535714285714286,0.487804878048781,0.565641569459173,0.771477663230241,0.75716694772344,0.776405919422859
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.80208333 0.72916667 0.79166667 0.76041667 0.73958333],0.625,0.55625,0.81875,0.971074380165289,0.979166666666667,0.970833333333333,0.662921348314607,0.686046511627907,0.620050282840981,0.594285714285714,0.641975308641975,0.555164869510861,0.826762246117085,0.85012285012285,0.818191196053791
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.91666667 0.90625    0.91666667 0.88541667 0.88541667],0.60625,0.5,0.82,0.997920997920998,1,0.997916666666667,0.676923076923077,0.776470588235294,0.594901960784314,0.595959595959596,0.670454545454545,0.481060606060606,0.835240274599542,0.883777239709443,0.817857612102784
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.875      0.82291667 0.79166667 0.88541667 0.83333333],0.5,0.54375,0.78375,0.958333333333333,0.958333333333333,0.958333333333334,0.545454545454545,0.64,0.508235294117647,0.578034682080925,0.574712643678161,0.540780979373327,0.791314837153197,0.81592039800995,0.783588339708493
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.63541667 0.61111111 0.65734266 0.70979021 0.64335664],0.649789029535865,0.662447257383966,0.843291404612159,0.903409090909091,0.887029288702929,0.905160390516039,0.649789029535865,0.641666666666667,0.649893162393162,0.661016949152542,0.666666666666667,0.6625,0.841041998936736,0.829140461215933,0.843291404612159
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.66666667 0.70138889 0.72222222 0.70833333 0.6875    ],0.5625,0.558333333333333,0.7875,0.937853107344633,0.922222222222222,0.938888888888889,0.553191489361702,0.560344827586207,0.562430478309232,0.547008547008547,0.533333333333333,0.558333333333333,0.783347493627868,0.773489932885906,0.787407218098582
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.67482517 0.6958042  0.66783217 0.68881119 0.66901408],0.445833333333333,0.466666666666667,0.84643605870021,0.97752808988764,0.974789915966386,0.977591036414566,0.452674897119342,0.518867924528302,0.45346381301042,0.511450381679389,0.5,0.462264150943396,0.848107827890098,0.857442348008386,0.846436058700209
svm_model_N4_B148_E152_nb_zones_10_lab_svd,4,148,152,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.68333333 0.6875     0.67647059 0.69747899 0.68907563],0.582633053221289,0.574229691876751,0.672431865828092,0.708108108108108,0.658291457286432,0.728643216080402,0.454212454212454,0.354285714285714,0.578241758241758,0.464788732394366,0.362637362637363,0.578461538461538,0.625074985002999,0.546121593291405,0.672431865828092
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.671875   0.61979167 0.65104167 0.66145833 0.65263158],0.586206896551724,0.561128526645768,0.782581453634085,0.922760041194645,0.935281837160752,0.921711899791232,0.590062111801242,0.59375,0.586183176100629,0.567901234567901,0.56441717791411,0.561054742803209,0.785405071119357,0.791770573566085,0.782535160838458
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.6        0.75263158 0.67368421 0.7        0.64893617],0.585443037974684,0.525316455696203,0.808860759493671,0.977871443624868,0.978902953586498,0.977848101265823,0.635097493036212,0.640449438202247,0.577471095912718,0.528301886792453,0.587412587412587,0.530700513359473,0.814268142681427,0.832704402515723,0.808708889155951
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,480,160,160,0.6,0.2,0.2, [0.85416667 0.80208333 0.89583333 0.875      0.80208333],0.55,0.48125,0.80375,0.99581589958159,0.991666666666667,0.995833333333333,0.675675675675676,0.872093023255814,0.523884349465745,0.599033816425121,0.81578947368421,0.49718045112782,0.826901874310915,0.932835820895522,0.803101327533188
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.81512605 0.80672269 0.82352941 0.84453782 0.80508475],0.561111111111111,0.586111111111111,0.820754716981132,0.970513900589722,0.96969696969697,0.97053872053872,0.605,0.636842105263158,0.556656346749226,0.608923884514436,0.682352941176471,0.591176470588235,0.826219512195122,0.852201257861635,0.820754716981132
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.72916667 0.72916667 0.67708333 0.703125   0.6875    ],0.525,0.5375,0.708125,0.81214848143982,0.752083333333333,0.826041666666667,0.468531468531469,0.435064935064935,0.521749335002347,0.506666666666667,0.484076433121019,0.536516744167871,0.683389830508475,0.63716814159292,0.707335615913889
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.90625    0.9375     0.9375     0.92708333 0.88541667],0.55,0.54375,0.8075,0.981052631578947,0.970833333333333,0.98125,0.532467532467532,0.482352941176471,0.554509803921569,0.540880503144654,0.551282051282051,0.543933708567855,0.804568527918782,0.786600496277916,0.807657930758605
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.66666667 0.70138889 0.70833333 0.75       0.6875    ],0.641666666666667,0.641666666666667,0.703333333333333,0.696369636963696,0.586111111111111,0.744444444444445,0.547368421052632,0.456140350877193,0.632832080200501,0.561224489795918,0.474137931034483,0.636262513904338,0.641129032258065,0.538983050847458,0.700639066407335
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.54895105 0.51048951 0.53846154 0.52447552],0.481171548117155,0.510460251046025,0.612159329140461,0.652264808362369,0.654545454545455,0.651048951048951,0.491803278688524,0.521739130434783,0.482643758765778,0.530120481927711,0.532258064516129,0.50960729312763,0.616182572614108,0.622641509433962,0.612159329140461
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.4375     0.46354167 0.47894737 0.44736842 0.51052632],0.484276729559748,0.512578616352201,0.79748427672956,0.99685204616999,0.9958071278826,0.996855345911949,0.484276729559748,0.48125,0.484295886075949,0.498381877022654,0.490445859872611,0.512303675277921,0.79620253164557,0.792191435768262,0.79747762743187
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.72916667 0.63541667 0.71276596 0.63829787 0.73404255],0.563291139240506,0.544303797468354,0.820253164556962,0.997894736842105,1,0.99789029535865,0.581818181818182,0.585365853658537,0.562419768934532,0.52,0.527027027027027,0.543275418275418,0.820253164556962,0.824427480916031,0.820274193858519
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.66901408 0.67605634 0.66197183 0.67605634 0.62676056],0.559322033898305,0.516949152542373,0.785109983079526,0.948717948717949,0.938028169014084,0.949295774647887,0.587301587301587,0.666666666666667,0.565333333333333,0.551181102362205,0.534351145038168,0.514794620138132,0.789735099337748,0.798994974874372,0.784967572907271
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.66666667 0.71875    0.81914894 0.69148936 0.71276596],0.443037974683544,0.462025316455696,0.778481012658228,0.995762711864407,0.991561181434599,0.9957805907173,0.343283582089552,0.294871794871795,0.441185897435897,0.37037037037037,0.342465753424657,0.453585817888799,0.763832658569501,0.729381443298969,0.777626045032569
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.54166667 0.52083333 0.52777778 0.51388889],0.475,0.495833333333333,0.535,0.649379932356257,0.8,0.568055555555556,0.5625,0.736363636363636,0.495104895104895,0.569395017793594,0.701754385964912,0.505639097744361,0.616758241758242,0.768835616438356,0.541073652375022
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69270833 0.69473684 0.67894737 0.69473684 0.71052632],0.574132492113565,0.55205047318612,0.778688524590164,0.923236514522822,0.934873949579832,0.922268907563025,0.594594594594595,0.626582278481013,0.574297428548682,0.561728395061728,0.587096774193548,0.552807646356033,0.783466995681678,0.804816223067174,0.778819654820914
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.875      0.79166667 0.85416667 0.83333333 0.78125   ],0.425,0.48125,0.77375,0.987394957983193,0.979166666666667,0.9875,0.432098765432099,0.507246376811594,0.434941869724478,0.514619883040936,0.517647058823529,0.478823529411765,0.776266996291718,0.796954314720812,0.774092920907204
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63194444 0.59722222 0.64583333 0.57746479 0.62676056],0.542016806722689,0.53781512605042,0.73741610738255,0.868715083798883,0.868715083798883,0.868715083798883,0.562248995983936,0.56,0.541061946902655,0.521739130434783,0.517241379310345,0.537309214245336,0.738075313807531,0.736227045075125,0.737422122874831
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svd,8,146,154,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71052632 0.67894737 0.72105263 0.65263158 0.64736842],0.585443037974684,0.503164556962025,0.658027812895069,0.742624618514751,0.768421052631579,0.733684210526316,0.59190031152648,0.575757575757576,0.5858920329119,0.485245901639344,0.483660130718954,0.502566261678495,0.663766314481044,0.673392181588903,0.657988866459851
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.69166667 0.70416667 0.73109244 0.66806723 0.74789916],0.526610644257703,0.543417366946779,0.822851153039832,0.99496644295302,0.993299832495812,0.994974874371859,0.561038961038961,0.617142857142857,0.528351648351648,0.587341772151899,0.637362637362637,0.541538461538462,0.828600405679513,0.856394129979036,0.822851153039832
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svd,4,148,152,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.61764706 0.59663866 0.60504202 0.6512605  0.68220339],0.561111111111111,0.608333333333333,0.824423480083857,0.969849246231156,0.974747474747475,0.96969696969697,0.588541666666667,0.610810810810811,0.55969111969112,0.624,0.668571428571429,0.60996138996139,0.828469022017409,0.848008385744235,0.824423480083857
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.61111111 0.6875     0.6875     0.5915493 ],0.510460251046025,0.531380753138075,0.769230769230769,0.935528120713306,0.949860724233983,0.934540389972145,0.537549407114625,0.591304347826087,0.513394109396914,0.552,0.584745762711864,0.532042302843535,0.775974025974026,0.807432432432432,0.769610255951316
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,1200,400,400,0.6,0.2,0.2, [0.77916667 0.81666667 0.80416667 0.79583333 0.825     ],0.564971751412429,0.550847457627119,0.823375262054507,0.979933110367893,0.976666666666667,0.98,0.605128205128205,0.655555555555556,0.563409961685824,0.582677165354331,0.637931034482759,0.552298850574713,0.828673106253178,0.854297693920335,0.823375262054507
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.84027778 0.86111111 0.83802817 0.9084507  0.88028169],0.621848739495798,0.533613445378151,0.799159663865546,0.945868945868946,0.929971988795518,0.946778711484594,0.642857142857143,0.81,0.647753623188406,0.59040590405904,0.672268907563025,0.533613445378151,0.804897959183674,0.855902777777778,0.800915558269996
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.63445378 0.62605042 0.60504202 0.65546218 0.6440678 ],0.516666666666667,0.577777777777778,0.793501048218029,0.942664418212479,0.941077441077441,0.942760942760943,0.553846153846154,0.596685082872928,0.516219636408531,0.595744680851064,0.625698324022346,0.578042532176919,0.798155737704918,0.816561844863732,0.793501048218029
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154,6, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.74305556 0.75352113 0.71830986 0.71126761 0.71830986],0.582278481012658,0.594936708860759,0.806913996627319,0.951008645533141,0.926966292134832,0.952247191011236,0.530805687203791,0.474576271186441,0.581825950719271,0.510204081632653,0.467289719626168,0.583644859813084,0.792007266121708,0.750430292598967,0.805793658696178
svm_model_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.5        0.4893617  0.44680851 0.5106383 ],0.5,0.493670886075949,0.79746835443038,0.997885835095137,0.9957805907173,0.99789029535865,0.483660130718954,0.536231884057971,0.504070998208761,0.518072289156626,0.511904761904762,0.492438867438867,0.797979797979798,0.81025641025641,0.797628205128205
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.83613445 0.81092437 0.86554622 0.84033613 0.79661017],0.602777777777778,0.566666666666667,0.825471698113208,0.970940170940171,0.956228956228956,0.971380471380471,0.597183098591549,0.609195402298851,0.602984797923619,0.595854922279793,0.618279569892473,0.564886911383018,0.82574568288854,0.827044025157233,0.825471698113208
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63445378 0.66386555 0.62605042 0.61344538 0.67647059],0.615598885793872,0.646239554317549,0.650943396226415,0.610301263362488,0.527731092436975,0.663025210084034,0.594117647058823,0.580459770114943,0.614554209381796,0.625368731563422,0.572972972972973,0.648555452003728,0.610070257611241,0.546121593291405,0.650943396226415
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.65625    0.70833333 0.73958333 0.62765957],0.591194968553459,0.591194968553459,0.830402010050251,0.98960498960499,0.99581589958159,0.989539748953975,0.596273291925466,0.6,0.591139240506329,0.551724137931034,0.519480519480519,0.589008552423187,0.8284625158831,0.823232323232323,0.830366161616161
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svd,40,80,120,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.86111111 0.84722222 0.79861111 0.84722222 0.86805556],0.604166666666667,0.595833333333333,0.798333333333333,0.928774928774929,0.905555555555556,0.930555555555556,0.612244897959184,0.609756097560976,0.604023347925787,0.613545816733068,0.647058823529412,0.596256684491979,0.797996661101836,0.794019933554817,0.798347759419549
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.84375    0.80208333 0.80208333 0.8125    ],0.4375,0.5,0.7875,1,1,1,0.464285714285714,0.453488372093023,0.436203645505971,0.529411764705882,0.5625,0.5,0.792176039119804,0.798029556650246,0.78733965142157
ensemble_model_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154,8, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.58854167 0.49473684 0.45789474 0.55263158 0.51578947],0.517350157728707,0.520504731861199,0.807692307692308,1,1,1,0.532110091743119,0.547169811320755,0.517255791736327,0.522012578616352,0.535483870967742,0.520828355236958,0.809016906700062,0.817721518987342,0.807730106227339
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.88194444 0.86111111 0.90277778 0.88888889 0.93661972],0.589958158995816,0.543933054393305,0.826086956521739,0.998609179415855,1,0.998607242339833,0.699386503067485,0.883720930232558,0.564587737843552,0.65615141955836,0.859504132231405,0.539921557641126,0.847283406754772,0.947454844006568,0.823812600878923
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,708,236,236,0.6,0.2,0.2, [0.58450704 0.62676056 0.64084507 0.6056338  0.69285714],0.610169491525424,0.563559322033898,0.783050847457627,0.914923291492329,0.926553672316384,0.913841807909604,0.646153846153846,0.694214876033058,0.60797700323392,0.589641434262948,0.611570247933884,0.562306863097377,0.791530944625407,0.815436241610738,0.782718120805369
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.64685315 0.67132867 0.62237762 0.67605634],0.633333333333333,0.683333333333333,0.713312368972746,0.741041244083841,0.767507002801121,0.731792717086835,0.642276422764228,0.626984126984127,0.633667502088555,0.683333333333333,0.719298245614035,0.685045948203843,0.721628498727735,0.743186582809224,0.713312368972746
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.47222222 0.43661972 0.45070423 0.45774648],0.428571428571429,0.487394957983193,0.783193277310924,1,1,1,0.398230088495575,0.401785714285714,0.427083333333333,0.495867768595041,0.487804878048781,0.487380699893955,0.781725888324873,0.780405405405405,0.783179291331465
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.66145833 0.63020833 0.65263158 0.60526316],0.515723270440252,0.528301886792453,0.62751256281407,0.689581095596133,0.671548117154812,0.697698744769874,0.544378698224852,0.557575757575758,0.514081996434938,0.542682926829268,0.55625,0.528125,0.62867877269881,0.625155666251557,0.627533473176475
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.48958333 0.53645833 0.578125   0.55208333 0.49479167],0.46875,0.46875,0.53625,0.596385542168675,0.61875,0.58125,0.481707317073171,0.478787878787879,0.468426197458455,0.491017964071856,0.482352941176471,0.467843137254902,0.552472858866104,0.561963190184049,0.535758665155719
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.72395833 0.67708333 0.703125   0.765625   0.671875  ],0.5625,0.5125,0.77875,0.93970893970894,0.941666666666667,0.939583333333333,0.573170731707317,0.602564102564102,0.563477173233271,0.5125,0.522292993630573,0.512680239146575,0.780124223602484,0.791929382093317,0.778864319299446
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108,12, low_bits_3, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.68055556 0.62847222 0.64583333 0.60069444 0.62587413],0.612765957446809,0.531914893617021,0.843291404612159,0.931944444444444,0.933240611961057,0.931849791376912,0.661710037174721,0.723577235772358,0.607324332171893,0.576923076923077,0.669642857142857,0.538073461091754,0.84814626714068,0.875262054507338,0.843291404612159
svm_model_N40_B80_E120_nb_zones_8_lab_svd,40,80,120,8, lab, svd,960,320,320,0.6,0.2,0.2, [0.90625    0.890625   0.88020833 0.92708333 0.859375  ],0.5375,0.565625,0.78875,0.945917285259809,0.929166666666667,0.946875,0.591160220994475,0.66875,0.5375,0.633245382585752,0.727272727272727,0.560410557184751,0.799287410926366,0.836024844720497,0.788452673932575
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.56770833 0.55208333 0.59375    0.54210526 0.56315789],0.515723270440252,0.49685534591195,0.802763819095477,1,1,1,0.52760736196319,0.521212121212121,0.515508021390374,0.50920245398773,0.522012578616352,0.49685534591195,0.804726368159204,0.806733167082294,0.802733672148742
svm_model_N32_B84_E116_nb_zones_10_lab_svd,32,84,116,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81932773 0.84033613 0.81932773 0.82773109 0.82352941],0.676880222841226,0.674094707520891,0.830712788259958,0.923076923076923,0.907563025210084,0.92436974789916,0.696335078534031,0.711229946524064,0.675382415122497,0.70076726342711,0.796511627906977,0.679004477055093,0.833762223365929,0.849056603773585,0.830712788259958
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdn,16,92,108,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47202797 0.46853147 0.52797203 0.45454545 0.5       ],0.493723849372385,0.497907949790795,0.518343815513627,0.591566265060241,0.686713286713287,0.525874125874126,0.550185873605948,0.60655737704918,0.491312876558778,0.555555555555556,0.641025641025641,0.500840689365279,0.582082764893133,0.670859538784067,0.518343815513627
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62083333 0.69166667 0.675      0.59583333 0.65546218],0.585915492957746,0.628169014084507,0.84958071278826,0.993355481727575,0.998330550918197,0.993322203672788,0.608,0.633333333333333,0.585238095238095,0.637362637362637,0.662857142857143,0.628650793650794,0.852290272774061,0.867924528301887,0.84958071278826
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdn,32,84,116,8, low_bits_4_shifted_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.52105263 0.52105263 0.51578947 0.55789474],0.515822784810127,0.537974683544304,0.810998735777497,1,1,1,0.537764350453172,0.523529411764706,0.5151893634166,0.522875816993464,0.536912751677852,0.537917453683238,0.811594202898551,0.811083123425693,0.810998414504724
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.72535211 0.74647887 0.78873239 0.76056338 0.71126761],0.550847457627119,0.51271186440678,0.758883248730964,0.9067055393586,0.876056338028169,0.909859154929578,0.558333333333333,0.558333333333333,0.550718390804598,0.479638009049774,0.524752475247525,0.514228089475614,0.751525719267655,0.748263888888889,0.758620393289329
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52083333 0.52083333 0.51388889 0.42361111 0.50704225],0.472803347280335,0.506276150627615,0.795986622073579,1,1,1,0.422018348623853,0.396551724137931,0.470633585646201,0.524193548387097,0.580357142857143,0.510651012373453,0.793918918918919,0.800681431005111,0.796071421578089
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.51041667 0.55208333 0.59375    0.51041667],0.40625,0.525,0.78625,1,1,1,0.46927374301676,0.482758620689655,0.39891355692017,0.577777777777778,0.597701149425287,0.518028656904425,0.796185935637664,0.806763285024155,0.785505994843684
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.515625   0.50520833 0.515625   0.5625     0.58947368],0.542319749216301,0.576802507836991,0.823934837092732,1,1,1,0.562874251497006,0.546511627906977,0.541963296946686,0.584615384615385,0.60126582278481,0.577030426920355,0.826221397649969,0.825710754017305,0.823910014873964
svm_model_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82083333 0.80672269 0.80252101 0.81092437 0.82352941],0.659217877094972,0.692737430167598,0.815513626834382,0.898648648648649,0.89261744966443,0.899328859060403,0.702439024390244,0.808988764044944,0.660049937578027,0.735576923076923,0.85,0.69185393258427,0.824875621890547,0.868972746331237,0.815513626834382
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svd,8,146,154,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.63020833 0.69270833 0.70526316 0.65263158 0.55789474],0.591194968553459,0.60377358490566,0.789308176100629,0.914778856526429,0.888888888888889,0.917190775681342,0.59375,0.608974358974359,0.591524216524217,0.585526315789474,0.577922077922078,0.602985429204941,0.784010315925209,0.772554002541296,0.789141260299291
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116,8, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.50526316 0.53157895 0.45263158 0.53684211 0.58510638],0.515822784810127,0.506329113924051,0.532278481012658,0.535637149028078,0.523206751054852,0.546413502109705,0.534954407294833,0.517647058823529,0.515672844480258,0.503184713375796,0.519736842105263,0.506819640564827,0.52899936265137,0.521356783919598,0.532362065429187
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.59375    0.58947368 0.59473684 0.56315789 0.55789474],0.545741324921136,0.514195583596215,0.590163934426229,0.705192629815745,0.884453781512605,0.630252100840336,0.652173913043478,0.803571428571429,0.529302492809204,0.616915422885572,0.770186335403727,0.510093167701863,0.676616915422886,0.84472049689441,0.586252694029791
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.85416667 0.88888889 0.81944444 0.85915493 0.83098592],0.621848739495798,0.53781512605042,0.825503355704698,0.988795518207283,0.986033519553073,0.988826815642458,0.673913043478261,0.744,0.615362831858407,0.598540145985401,0.683333333333333,0.536581920903955,0.835443037974684,0.875621890547264,0.82490771946718
ensemble_model_N4_B148_E152_nb_zones_10_lab_svd,4,148,152,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.65966387 0.69747899 0.66806723 0.66806723 0.61864407],0.666666666666667,0.647222222222222,0.837002096436059,0.946127946127946,0.946127946127946,0.946127946127946,0.695431472081218,0.744565217391304,0.664896245059289,0.652054794520548,0.676136363636364,0.647850790513834,0.840267077555213,0.857442348008386,0.837002096436059
svm_model_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78125    0.76923077 0.75874126 0.74125874 0.74475524],0.714285714285714,0.689075630252101,0.834381551362683,0.875891583452211,0.857541899441341,0.878491620111732,0.682242990654206,0.682242990654206,0.711350502960691,0.7109375,0.694656488549618,0.688449739601912,0.831196581196581,0.815513626834382,0.834381551362683
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.51388889 0.55555556 0.57746479 0.52112676 0.54225352],0.470588235294118,0.457983193277311,0.518487394957983,0.589147286821705,0.638655462184874,0.554621848739496,0.479338842975207,0.532110091743119,0.475357371452955,0.505747126436781,0.50381679389313,0.452842976385817,0.551292090837901,0.589614740368509,0.518247505091506
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.46527778 0.45138889 0.52816901 0.46478873 0.50704225],0.529411764705882,0.457983193277311,0.792436974789916,0.991596638655462,0.991596638655462,0.991596638655462,0.529411764705882,0.496062992125984,0.531815279846776,0.455696202531646,0.439024390243902,0.45864262990456,0.792262405382674,0.775947281713344,0.792776385282058
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.80985915 0.80985915 0.74647887 0.83802817 0.78169014],0.597457627118644,0.538135593220339,0.816412859560068,0.981560283687943,0.974647887323944,0.98169014084507,0.641509433962264,0.708333333333333,0.595545977011494,0.558704453441296,0.605263157894737,0.540336496980155,0.821692686935086,0.848896434634974,0.816522416305683
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svd,40,80,120,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79861111 0.71527778 0.77083333 0.78873239 0.69014085],0.554621848739496,0.53781512605042,0.787751677852349,0.948251748251748,0.946927374301676,0.948324022346369,0.641891891891892,0.848214285714286,0.57093253968254,0.651898734177215,0.83739837398374,0.527394839165783,0.809344385832705,0.905564924114671,0.78834172749974
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.68229167 0.69270833 0.70833333 0.66666667 0.69791667],0.65625,0.590625,0.795625,0.908898305084746,0.89375,0.910416666666667,0.662576687116564,0.696774193548387,0.657478005865103,0.6158357771261,0.668789808917197,0.59206361611504,0.797020484171322,0.810606060606061,0.795773327332733
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.70138889 0.68055556 0.67361111 0.70422535],0.552301255230126,0.481171548117155,0.792642140468227,0.976356050069541,0.977715877437326,0.976323119777159,0.608058608058608,0.680327868852459,0.549565643827939,0.523076923076923,0.601769911504425,0.487392892260149,0.801916932907348,0.845117845117845,0.79299081624663
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.83802817 0.87323944 0.90140845 0.85211268 0.82394366],0.572033898305085,0.508474576271186,0.814720812182741,0.997175141242938,0.994366197183099,0.997183098591549,0.591093117408907,0.598360655737705,0.571110152430256,0.504273504273504,0.52212389380531,0.509029426577452,0.815811606391926,0.822033898305085,0.814733165368759
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.47916667 0.5212766  0.5212766  0.54255319],0.531645569620253,0.481012658227848,0.8,0.9957805907173,0.9957805907173,0.9957805907173,0.486111111111111,0.522388059701493,0.530424799081515,0.481012658227848,0.469135802469136,0.481321147987815,0.79639175257732,0.802597402597402,0.800064133397467
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7        0.67916667 0.6375     0.66666667 0.64705882],0.628169014084507,0.622535211267606,0.670335429769392,0.702214930270714,0.714524207011686,0.696994991652755,0.66497461928934,0.735955056179775,0.627864533739605,0.673170731707317,0.779661016949153,0.622976575890307,0.689075630252101,0.730607966457023,0.670335429769392
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.55944056 0.4965035  0.54195804 0.51048951 0.54225352],0.545833333333333,0.466666666666667,0.873689727463312,0.997202797202797,0.99859943977591,0.997198879551821,0.511210762331839,0.475,0.545833333333333,0.46218487394958,0.458333333333333,0.466666666666667,0.872554204124802,0.864779874213837,0.873689727463312
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.71354167 0.63020833 0.66842105 0.69473684 0.67368421],0.578616352201258,0.531446540880503,0.765408805031447,0.905857740585774,0.907756813417191,0.905660377358491,0.583850931677019,0.576687116564417,0.57866613892737,0.547112462006079,0.588235294117647,0.533511586452763,0.767890479153703,0.778058007566204,0.76544054707043
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.62587413 0.66083916 0.61888112 0.63636364 0.65492958],0.5625,0.6375,0.80398322851153,0.872549019607843,0.872549019607843,0.872549019607843,0.644067796610169,0.736434108527132,0.548397234443746,0.658823529411765,0.756756756756757,0.645820238843495,0.810920121334682,0.840670859538784,0.80398322851153
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.49479167 0.53125    0.5        0.46842105 0.52631579],0.518867924528302,0.455974842767296,0.788050314465409,0.98840885142255,0.983228511530398,0.988469601677149,0.537764350453172,0.523529411764706,0.51852146263911,0.457680250783699,0.462025316455696,0.456012658227848,0.789243277048155,0.783850931677019,0.788103809787554
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.53521127 0.47887324 0.40140845 0.52112676 0.57042254],0.495762711864407,0.444915254237288,0.788494077834179,1,1,1,0.536964980544747,0.565573770491803,0.493313201035375,0.486274509803922,0.5,0.441964285714286,0.795417348608838,0.808652246256239,0.788147121406949
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.703125   0.68229167 0.76842105 0.67368421 0.71052632],0.518867924528302,0.515723270440252,0.763522012578616,0.926984126984127,0.918238993710692,0.927672955974843,0.508038585209003,0.49685534591195,0.518867924528302,0.515723270440252,0.515723270440252,0.515723270440252,0.761118170266836,0.753459119496855,0.763522012578616
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5375     0.52083333 0.55416667 0.55882353 0.53361345],0.542134831460674,0.519662921348315,0.65251572327044,0.720949957591179,0.710702341137124,0.724916387959866,0.550964187327824,0.568181818181818,0.542424242424243,0.546419098143236,0.572222222222222,0.519065656565657,0.65450755601876,0.658280922431866,0.65251572327044
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.68531469 0.6958042  0.62937063 0.65140845],0.475,0.525,0.85062893081761,0.968152866242038,0.957983193277311,0.968487394957983,0.5078125,0.511811023622047,0.472719671103059,0.525,0.557522123893805,0.526792558009895,0.850707176532216,0.851153039832285,0.85062893081761
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.765625   0.68421053 0.75789474 0.74736842 0.72105263],0.529968454258675,0.555205047318612,0.680958385876419,0.763157894736842,0.73109243697479,0.773109243697479,0.523961661341853,0.522292993630573,0.529896496815287,0.537704918032787,0.491017964071856,0.558842315369261,0.669281045751634,0.64,0.681323155216285
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.625      0.61805556 0.58450704 0.64084507],0.584033613445378,0.596638655462185,0.63003355704698,0.632835820895522,0.592178770949721,0.656424581005587,0.592592592592593,0.615384615384615,0.584551811824539,0.612903225806452,0.59375,0.596875,0.62015503875969,0.597014925373134,0.630425968628842
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,1188,396,396,0.6,0.2,0.2, [0.6302521  0.64705882 0.63445378 0.64705882 0.62288136],0.597222222222222,0.577777777777778,0.789832285115304,0.911413969335605,0.900673400673401,0.912457912457912,0.631043256997456,0.696629213483146,0.598314606741573,0.614213197969543,0.664835164835165,0.576799604889492,0.795512493625701,0.817610062893082,0.789832285115304
svm_model_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.65625    0.71875    0.67708333],0.55625,0.55,0.66875,0.744769874476988,0.741666666666667,0.745833333333333,0.579881656804734,0.590361445783132,0.554920982631826,0.560975609756097,0.55421686746988,0.549835706462212,0.67324290998767,0.672413793103448,0.668694206196394
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.59574468 0.55319149 0.62765957 0.64893617 0.65957447],0.519230769230769,0.564102564102564,0.632992327365729,0.698744769874477,0.71063829787234,0.693617021276596,0.566473988439306,0.6125,0.516776315789474,0.634408602150538,0.67816091954023,0.549225387306347,0.657108721624851,0.68407960199005,0.631513485205551
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.54166667 0.52083333 0.47916667 0.52083333 0.46527778],0.545833333333333,0.429166666666667,0.795,1,1,1,0.558704453441296,0.584745762711864,0.54647124201167,0.440816326530612,0.406015037593985,0.431979481413815,0.797029702970297,0.79050736497545,0.795083903200798
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61344538 0.62184874 0.64705882 0.65966387 0.68067227],0.598885793871866,0.534818941504178,0.811844863731656,0.95945945945946,0.954621848739496,0.959663865546219,0.576470588235294,0.569767441860465,0.597717945529163,0.547425474254742,0.540106951871658,0.534588359656759,0.810353935552034,0.80398322851153,0.811844863731656
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.62605042 0.69747899 0.64285714 0.57142857 0.59663866],0.601671309192201,0.568245125348189,0.767819706498952,0.875536480686695,0.857142857142857,0.878151260504202,0.540192926045016,0.459016393442623,0.604508196721311,0.448398576512455,0.357954545454545,0.564223174366617,0.747865680136596,0.688679245283019,0.767819706498952
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.83333333 0.93055556 0.89583333 0.8943662  0.9084507 ],0.563025210084034,0.571428571428571,0.826342281879195,0.998601398601399,0.997206703910614,0.998603351955307,0.603053435114504,0.647540983606557,0.56083945732052,0.622222222222222,0.743362831858407,0.579681415929204,0.834001603849238,0.876897133220911,0.826595478129654
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,954,318,318,0.6,0.2,0.2, [0.74479167 0.69791667 0.73157895 0.74736842 0.73157895],0.512578616352201,0.553459119496855,0.765408805031447,0.919148936170213,0.905660377358491,0.920335429769392,0.534534534534534,0.581699346405229,0.515092097445039,0.612021857923497,0.670658682634731,0.54724987111869,0.772422208663819,0.794228356336261,0.765336120160564
ensemble_model_N40_B80_E120_nb_zones_8_lab_svd,40,80,120,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.88421053 0.85789474 0.84736842 0.84210526 0.86170213],0.636075949367089,0.680379746835443,0.84873417721519,0.975401069518716,0.962025316455696,0.975738396624473,0.660766961651918,0.691358024691358,0.634640051306718,0.664451827242525,0.704225352112676,0.68257244617128,0.848253968253968,0.858611825192802,0.848881972446775
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.70416667 0.72916667 0.71008403 0.68487395 0.69327731],0.526610644257703,0.523809523809524,0.818658280922432,0.994132439228835,0.993299832495812,0.994137353433836,0.542005420054201,0.571428571428571,0.527472527472527,0.579207920792079,0.642857142857143,0.521428571428571,0.824008138351984,0.849056603773585,0.818658280922432
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.55789474 0.50526316 0.48947368 0.53684211 0.53157895],0.537974683544304,0.44620253164557,0.797092288242731,1,1,1,0.570588235294118,0.617834394904459,0.538476945879902,0.483775811209439,0.529032258064516,0.447745942696854,0.802946593001841,0.831003811944091,0.797262912261354
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.84722222 0.86111111 0.78169014 0.84507042 0.73239437],0.470588235294118,0.525210084033613,0.798319327731092,0.99859747545582,0.997198879551821,0.99859943977591,0.533333333333333,0.605042016806723,0.470588235294118,0.563706563706564,0.646017699115044,0.531008849557522,0.806763285024154,0.850594227504245,0.798841206930159
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.59375    0.64583333 0.62105263 0.64210526 0.69473684],0.481132075471698,0.540880503144654,0.737106918238994,0.89070480081716,0.914046121593291,0.887840670859539,0.455445544554456,0.479166666666667,0.480962643678161,0.575581395348837,0.575581395348837,0.537790697674419,0.742927429274293,0.761664564943253,0.737168543450297
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,720,240,240,0.6,0.2,0.2, [0.875      0.82638889 0.84722222 0.88194444 0.85416667],0.575,0.533333333333333,0.821666666666667,1,1,1,0.633093525179856,0.67175572519084,0.565235660760558,0.585185185185185,0.632,0.52904347826087,0.831230283911672,0.855519480519481,0.820739192314535
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.86805556 0.87323944 0.8943662  0.84507042 0.91549296],0.506329113924051,0.527426160337553,0.806913996627319,1,1,1,0.580645161290323,0.686440677966101,0.507085885201538,0.588235294117647,0.672268907563025,0.526812419883208,0.818685669041964,0.871838111298482,0.806913996627319
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.61979167 0.61458333 0.62105263 0.55263158],0.506289308176101,0.50314465408805,0.793341708542714,0.985386221294363,0.98744769874477,0.985355648535565,0.536873156342183,0.575949367088608,0.506724683544304,0.526946107784431,0.556962025316456,0.503481012658228,0.798283261802575,0.819899244332494,0.793408268782788
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.75       0.69444444 0.70833333 0.65972222 0.71527778],0.541666666666667,0.516666666666667,0.806666666666666,0.991666666666667,0.991666666666667,0.991666666666667,0.521739130434783,0.530973451327434,0.541077276844819,0.462962962962963,0.454545454545455,0.511888111888112,0.801029159519726,0.801029159519726,0.806511338268777
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.71875    0.71875    0.75       0.70833333],0.60625,0.58125,0.77125,0.892494929006085,0.916666666666667,0.889583333333333,0.622754491017964,0.604651162790698,0.606379635449403,0.550335570469799,0.525641025641026,0.57989368355222,0.773794808405439,0.774752475247525,0.771214621462146
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.578125   0.6        0.56315789 0.56315789],0.606918238993711,0.575471698113208,0.771069182389937,0.890985324947589,0.890985324947589,0.890985324947589,0.579124579124579,0.558441558441558,0.605440291415901,0.568690095846645,0.542682926829268,0.576536268609439,0.767263427109974,0.754716981132076,0.771069182389937
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,954,318,318,0.6,0.2,0.2, [0.51041667 0.51041667 0.54736842 0.52631579 0.56315789],0.5,0.490566037735849,0.793710691823899,0.992700729927007,0.9979035639413,0.992662473794549,0.492012779552716,0.484276729559748,0.5,0.529069767441861,0.548192771084337,0.487912175015853,0.797029702970297,0.802992518703242,0.793628239047052
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.53472222 0.44366197 0.42957746 0.49295775],0.483193277310924,0.470588235294118,0.784033613445378,0.98876404494382,0.985994397759104,0.988795518207283,0.462882096069869,0.460869565217391,0.482467302933899,0.496,0.476923076923077,0.46994301994302,0.784214945424013,0.775747508305648,0.784132257554184
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdn,26,87,113,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.55462185 0.44957983 0.56722689 0.48739496 0.52966102],0.519444444444444,0.488888888888889,0.614255765199161,0.68959868959869,0.708754208754209,0.680976430976431,0.526027397260274,0.518918918918919,0.519459459459459,0.488888888888889,0.502857142857143,0.489266409266409,0.621788283658787,0.634171907756813,0.614255765199161
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.5625     0.59722222 0.61805556 0.60416667 0.61805556],0.558333333333333,0.645833333333333,0.806666666666666,0.94406548431105,0.961111111111111,0.943055555555556,0.569105691056911,0.578512396694215,0.558163761372317,0.66403162055336,0.694214876033058,0.645426765747621,0.811688311688312,0.830564784053156,0.806586739852665
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.78125    0.67708333 0.67708333 0.63829787],0.522012578616352,0.540880503144654,0.756281407035176,0.907975460122699,0.928870292887029,0.905857740585774,0.577777777777778,0.658227848101266,0.522863924050633,0.629441624365482,0.746987951807229,0.53138871274572,0.775981524249423,0.837905236907731,0.755661479213359
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.63541667 0.55729167 0.47894737 0.62105263 0.57368421],0.531446540880503,0.534591194968553,0.806918238993711,0.989517819706499,0.989517819706499,0.989517819706499,0.538699690402477,0.564935064935065,0.532467532467533,0.540372670807453,0.530487804878049,0.534724421919544,0.808005003126954,0.812578616352201,0.806918238993711
svm_model_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.703125   0.70833333 0.69791667 0.67894737 0.72631579],0.594339622641509,0.622641509433962,0.703517587939698,0.756284153005464,0.723849372384937,0.76673640167364,0.585209003215434,0.565217391304348,0.594710606480199,0.574468085106383,0.525974025974026,0.619694330060184,0.687002652519894,0.653215636822194,0.703328719537505
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113,10, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.55833333 0.45416667 0.5125     0.52083333 0.525     ],0.5,0.533898305084746,0.568658280922432,0.631417624521073,0.686666666666667,0.599166666666667,0.532981530343008,0.558011049723757,0.49865870405263,0.569190600522193,0.630057803468208,0.536023376872226,0.601838413159168,0.651991614255765,0.568658280922432
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108,12, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51388889 0.53496503 0.51748252 0.48601399 0.5034965 ],0.495798319327731,0.529411764705882,0.878406708595388,1,1,1,0.508196721311475,0.508196721311475,0.495477671000565,0.51304347826087,0.508620689655172,0.528900508762012,0.878279118572928,0.877358490566038,0.878406708595388
ensemble_model_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113,10, lab, svdne,1200,400,400,0.6,0.2,0.2, [0.8        0.8375     0.79583333 0.80833333 0.8125    ],0.615819209039548,0.627118644067797,0.839622641509434,0.967959527824621,0.956666666666667,0.968333333333333,0.592814371257485,0.546961325966851,0.617411298821576,0.6,0.572254335260116,0.62590617315492,0.834594594594595,0.809224318658281,0.839622641509434
ensemble_model_N32_B84_E116_nb_zones_10_lab_svd,32,84,116,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.81092437 0.82773109 0.78991597 0.78151261 0.79237288],0.708333333333333,0.7,0.863207547169811,0.959322033898305,0.952861952861953,0.95959595959596,0.746987951807229,0.861111111111111,0.708333333333333,0.73134328358209,0.816666666666667,0.7,0.869303955933901,0.909853249475891,0.863207547169811
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.45263158 0.53157895 0.50526316 0.48947368 0.48421053],0.544303797468354,0.531645569620253,0.815423514538559,1,1,1,0.52317880794702,0.503184713375796,0.544045186876577,0.525641025641026,0.525641025641026,0.531570512820513,0.813299232736573,0.807106598984772,0.815392090424376
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,708,236,236,0.6,0.2,0.2, [0.43661972 0.51408451 0.62676056 0.42957746 0.49285714],0.521186440677966,0.478813559322034,0.793220338983051,0.988732394366197,0.991525423728814,0.988700564971751,0.47926267281106,0.495238095238095,0.518611414031261,0.528735632183908,0.522727272727273,0.472902097902098,0.794612794612795,0.798646362098139,0.793211126719698
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.70588235 0.73529412 0.72689076 0.64285714 0.64705882],0.495821727019499,0.523676880222841,0.74685534591195,0.888320545609548,0.87563025210084,0.889915966386555,0.541772151898734,0.597765363128492,0.496104903786468,0.541554959785523,0.561111111111111,0.523572315332092,0.751159196290572,0.764150943396226,0.74685534591195
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svd,4,148,152, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67226891 0.70168067 0.69327731 0.65546218 0.67226891],0.604456824512535,0.632311977715877,0.789832285115304,0.892098555649957,0.882352941176471,0.89327731092437,0.674311926605505,0.821229050279329,0.605058969584109,0.7,0.855555555555556,0.631688392302917,0.804676083779834,0.865828092243187,0.789832285115304
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.60416667 0.55208333 0.58510638 0.58510638 0.54255319],0.575949367088608,0.544303797468354,0.807594936708861,0.972631578947368,0.974683544303797,0.972573839662447,0.567741935483871,0.611111111111111,0.578811369509044,0.595505617977528,0.602272727272727,0.536850649350649,0.811881188118812,0.826196473551637,0.807500272399228
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.48958333 0.52083333 0.51578947 0.52631579 0.5       ],0.537735849056604,0.468553459119497,0.753459119496855,0.919661733615222,0.911949685534591,0.920335429769392,0.542056074766355,0.520958083832335,0.538624737280406,0.504398826979472,0.52760736196319,0.467029487433208,0.756218905472637,0.753407682775712,0.753459907799095
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.63020833 0.73157895 0.64210526 0.65789474 0.7       ],0.577287066246057,0.599369085173502,0.807061790668348,0.952279957582184,0.94327731092437,0.952731092436975,0.614942528735632,0.677215189873418,0.577601305628533,0.638176638176638,0.713375796178344,0.600437898089172,0.813641900121803,0.844500632111252,0.807155976432984
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.49473684 0.52105263 0.5        0.56842105 0.51052632],0.506329113924051,0.477848101265823,0.541087231352718,0.593781344032096,0.623157894736842,0.573684210526316,0.561797752808989,0.584795321637427,0.499294212542851,0.504504504504504,0.567567567567568,0.483188545688546,0.569395017793594,0.604534005037783,0.540845682721937
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.69014085 0.6971831  0.69014085 0.71126761 0.69014085],0.567796610169492,0.610169491525424,0.692893401015228,0.772543741588156,0.808450704225352,0.761971830985915,0.564102564102564,0.616822429906542,0.571977106426139,0.651515151515152,0.666666666666667,0.604361370716511,0.707493956486704,0.742808798646362,0.692893401015229
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.5625     0.56338028 0.57042254 0.62676056],0.533613445378151,0.512605042016807,0.747899159663866,0.901217861975643,0.932773109243698,0.897759103641457,0.483720930232558,0.485981308411215,0.52925019619034,0.524590163934426,0.566371681415929,0.515185840707965,0.749582637729549,0.778162911611785,0.748787817959237
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.65625    0.61458333 0.59375    0.55319149],0.490566037735849,0.534591194968553,0.797738693467337,0.9875,0.99163179916318,0.98744769874477,0.552486187845304,0.588235294117647,0.483306836248013,0.588888888888889,0.67948717948718,0.537274453941121,0.808561236623068,0.845771144278607,0.797251054372806
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.56944444 0.58333333 0.57746479 0.57042254],0.554621848739496,0.588235294117647,0.780201342281879,0.918079096045198,0.907821229050279,0.918994413407821,0.589147286821705,0.638655462184874,0.554621848739496,0.647482014388489,0.681818181818182,0.576758147512865,0.789389067524116,0.80623973727422,0.779620726270043
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.63286713 0.60839161 0.65034965 0.66083916 0.6443662 ],0.629166666666667,0.654166666666667,0.856394129979036,0.928067700987306,0.92156862745098,0.928571428571429,0.669144981412639,0.75,0.629166666666667,0.669322709163347,0.7,0.654166666666667,0.858617131062952,0.872117400419287,0.856394129979036
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.61188811 0.6993007  0.64685315 0.66901408],0.604166666666667,0.583333333333333,0.807127882599581,0.880442294402211,0.892156862745098,0.878851540616246,0.627450980392157,0.64,0.602608695652174,0.590163934426229,0.626086956521739,0.58504347826087,0.810894141829394,0.827044025157233,0.807127882599581
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77777778 0.81944444 0.79166667 0.75694444 0.75352113],0.556485355648536,0.527196652719665,0.816889632107023,1,1,1,0.598484848484848,0.632,0.552842105263158,0.556862745098039,0.581967213114754,0.526026341600112,0.822958771220695,0.83993399339934,0.816577166191195
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.55208333 0.53125    0.56382979 0.5106383  0.53191489],0.487341772151899,0.525316455696203,0.563291139240506,0.6976,0.919831223628692,0.60126582278481,0.616113744075829,0.833333333333333,0.491666666666667,0.654377880184332,0.89873417721519,0.525316455696203,0.672364672364672,0.898477157360406,0.564137568579193
ensemble_model_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.79370629 0.83566434 0.82517483 0.7972028  0.81118881],0.640167364016736,0.594142259414226,0.856394129979036,0.934953538241601,0.914685314685315,0.936363636363636,0.674242424242424,0.767241379310345,0.643783291281189,0.631178707224335,0.67479674796748,0.591708718811326,0.857736240913811,0.865828092243187,0.856394129979035
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdn,8,146,154,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58854167 0.54166667 0.47916667 0.57291667 0.54210526],0.504702194357367,0.495297805642633,0.539473684210526,0.553648068669528,0.538622129436326,0.565762004175365,0.493589743589744,0.461077844311377,0.506854711629373,0.461538461538462,0.472602739726027,0.493526803389025,0.523655217109527,0.51010101010101,0.539254485150008
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.52777778 0.625      0.58450704 0.54929577 0.64084507],0.474789915966386,0.529411764705882,0.589075630252101,0.670157068062827,0.717086834733894,0.647058823529412,0.524714828897338,0.584745762711864,0.475706214689266,0.548387096774194,0.607142857142857,0.533730158730159,0.616470588235294,0.669505962521295,0.590142699336933
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdn,40,80,120,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.47916667 0.48611111 0.52777778 0.58333333 0.61805556],0.529166666666667,0.5375,0.613333333333333,0.673024523160763,0.686111111111111,0.666666666666667,0.519148936170213,0.575471698113208,0.534004505773022,0.55421686746988,0.565573770491803,0.537024173381495,0.619047619047619,0.641156462585034,0.613878884887288
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.65277778 0.6971831  0.67605634 0.61971831],0.516806722689076,0.533613445378151,0.754621848739496,0.909090909090909,0.92436974789916,0.907563025210084,0.552529182879377,0.563492063492063,0.513888888888889,0.571428571428571,0.632478632478632,0.535247580702126,0.764895330112721,0.791666666666667,0.75430790960452
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.5625     0.61267606 0.69014085 0.66901408],0.516806722689076,0.525210084033613,0.617647058823529,0.673381294964029,0.65546218487395,0.682072829131653,0.575645756457565,0.624,0.511115044247788,0.54251012145749,0.614678899082569,0.532145651091672,0.624896949711459,0.641285956006768,0.617804914564319
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdn,4,148,152,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.54583333 0.46666667 0.55882353 0.53361345 0.54621849],0.563025210084034,0.549019607843137,0.54769392033543,0.608882521489971,0.711892797319933,0.542713567839196,0.608040201005025,0.728915662650602,0.573881915094935,0.633257403189066,0.727748691099476,0.53556109253769,0.613524406627855,0.718029350104822,0.54769392033543
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.64583333 0.6625     0.6375     0.62184874],0.566197183098592,0.611267605633803,0.819706498951782,0.957585644371941,0.979966611018364,0.956594323873122,0.524691358024691,0.472222222222222,0.567539682539683,0.576687116564417,0.537142857142857,0.610238095238095,0.816631130063966,0.80293501048218,0.819706498951782
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.61979167 0.64583333 0.61578947 0.58947368 0.61578947],0.490566037735849,0.509433962264151,0.743396226415094,0.904862579281184,0.89727463312369,0.905660377358491,0.496894409937888,0.519480519480519,0.49144757681343,0.524390243902439,0.521212121212121,0.508972073677956,0.744360902255639,0.746231155778894,0.74339265597509
ensemble_model_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.71354167 0.69270833 0.734375   0.75       0.72395833],0.609375,0.55,0.793125,0.934599156118144,0.922916666666667,0.935416666666666,0.590163934426229,0.559006211180124,0.609691784835345,0.516778523489933,0.484276729559748,0.549591780928943,0.786589297227595,0.7625,0.793125
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svd,40,80,120, zones, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.83333333 0.859375   0.875      0.83684211 0.87894737],0.578616352201258,0.628930817610063,0.823492462311558,0.96969696969697,0.97071129707113,0.969665271966527,0.58641975308642,0.60126582278481,0.578757911392405,0.644578313253012,0.648484848484848,0.628163992869875,0.825790452572846,0.831460674157303,0.823442094347931
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55042017 0.52941176 0.5210084  0.51680672 0.49579832],0.493036211699164,0.498607242339833,0.583857442348008,0.643564356435644,0.65546218487395,0.636974789915966,0.467836257309942,0.493827160493827,0.493106473647929,0.53125,0.517766497461929,0.496537569718619,0.590299277605779,0.59958071278826,0.583857442348008
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdn,16,92,108,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.45804196 0.4965035  0.5034965  0.52112676],0.55,0.504166666666667,0.881027253668763,1,1,1,0.553719008264463,0.587719298245614,0.551796157059315,0.533333333333333,0.53968253968254,0.502297410192147,0.882077922077922,0.889937106918239,0.881027253668763
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77604167 0.79166667 0.75       0.81052632 0.78947368],0.559748427672956,0.581761006289308,0.768844221105528,0.901758014477766,0.912133891213389,0.900627615062761,0.593023255813953,0.675496688741722,0.565293254550502,0.593272171253823,0.642384105960265,0.584665106872348,0.775335775335775,0.814102564102564,0.769736011115321
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.66806723 0.63445378 0.57983193 0.66386555 0.63983051],0.605555555555555,0.602777777777778,0.800314465408805,0.918228279386712,0.907407407407407,0.919191919191919,0.612021857923497,0.568527918781726,0.609417333623992,0.565349544072948,0.570552147239264,0.599996885802373,0.796147672552167,0.779874213836478,0.800314465408805
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.67361111 0.71527778 0.73239437 0.63380282],0.533613445378151,0.546218487394958,0.786912751677852,0.950634696755994,0.941340782122905,0.951117318435754,0.54320987654321,0.6,0.53828125,0.557377049180328,0.618181818181818,0.551278409090909,0.787625418060201,0.814878892733564,0.787732605975903
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5625     0.48958333 0.47916667 0.51041667 0.55319149],0.515723270440252,0.490566037735849,0.801507537688442,1,1,1,0.52760736196319,0.544303797468354,0.515901898734177,0.496894409937888,0.555555555555556,0.496168582375479,0.802992518703242,0.825641025641026,0.801983074396867
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdne,32,84,116,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.78125    0.80208333 0.81052632 0.74736842 0.74736842],0.534591194968553,0.584905660377358,0.773584905660377,0.914346895074946,0.895178197064989,0.916142557651992,0.588888888888889,0.67515923566879,0.53633738180955,0.639344262295082,0.68421052631579,0.576799140708915,0.783132530120482,0.807453416149068,0.773153459666891
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.80208333 0.82105263 0.85789474 0.78421053 0.82631579],0.536277602523659,0.596214511041009,0.788776796973518,0.933920704845815,0.890756302521008,0.936974789915966,0.566371681415929,0.623376623376623,0.538682176718986,0.638418079096045,0.693251533742331,0.593379013624412,0.790755777638976,0.798234552332913,0.788776796973518
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.484375   0.48958333 0.52631579 0.48421053],0.493710691823899,0.471698113207547,0.787688442211055,0.990595611285266,0.99163179916318,0.990585774058577,0.525073746312684,0.517441860465116,0.491597642561325,0.478260869565217,0.503267973856209,0.472846108140226,0.791100123609394,0.797011207970112,0.787605730727768
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.70526316 0.71052632 0.67894737 0.70526316 0.72340426],0.525316455696203,0.541139240506329,0.748101265822785,0.889128094725511,0.871308016877637,0.891350210970464,0.516129032258065,0.529801324503311,0.525506722857716,0.530744336569579,0.503067484662577,0.542383415533903,0.742894056847545,0.729695431472081,0.748054786443111
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.625      0.65277778 0.70833333 0.66666667 0.64583333],0.554166666666667,0.570833333333333,0.7875,0.937759336099585,0.941666666666667,0.9375,0.583657587548638,0.595238095238095,0.552005012531328,0.586345381526104,0.623931623931624,0.572128413591828,0.792514239218877,0.807628524046434,0.787398851637958
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72916667 0.65492958 0.68309859 0.70422535 0.70422535],0.666666666666667,0.624472573839662,0.713322091062395,0.768817204301075,0.803370786516854,0.758426966292135,0.674897119341564,0.689075630252101,0.666571713431135,0.645418326693227,0.675,0.623824786324786,0.725363489499192,0.754621848739496,0.713182328769071
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.575      0.65       0.65546218 0.71008403 0.62184874],0.546218487394958,0.551820728291317,0.657756813417191,0.729795918367347,0.748743718592965,0.722780569514238,0.564516129032258,0.621301775147929,0.550012589701624,0.587628865979381,0.606382978723404,0.548753619539217,0.67103274559194,0.69811320754717,0.657756813417191
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.53684211 0.55263158 0.52105263 0.52105263 0.56914894],0.506329113924051,0.5,0.80126582278481,1,1,1,0.483443708609272,0.467948717948718,0.505849358974359,0.483660130718954,0.480519480519481,0.499518999519,0.798200514138817,0.792091836734694,0.801196672136191
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54861111 0.61111111 0.55555556 0.5625     0.65492958],0.485355648535565,0.523012552301255,0.801839464882943,1,1,1,0.453333333333333,0.439655172413793,0.484055228483319,0.477064220183486,0.481481481481482,0.519366694939214,0.795865633074935,0.792452830188679,0.801609775616362
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.48958333 0.57446809 0.53191489 0.41489362],0.424050632911392,0.449367088607595,0.765822784810127,0.985263157894737,0.987341772151899,0.985232067510548,0.434782608695652,0.426829268292683,0.423940949935815,0.431372549019608,0.458333333333333,0.450096899224806,0.76552598225602,0.772378516624041,0.765888506432321
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.46666667 0.53333333 0.50840336 0.51680672 0.51680672],0.554621848739496,0.53781512605042,0.830188679245283,1,1,1,0.559556786703601,0.558011049723757,0.55457370668006,0.562334217506631,0.602272727272727,0.538705424409844,0.832298136645963,0.842767295597484,0.830188679245283
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.68421053 0.65789474 0.68421053 0.65263158],0.556962025316456,0.598101265822785,0.642225031605562,0.665173572228443,0.625263157894737,0.685263157894737,0.573170731707317,0.566265060240964,0.556465863453815,0.596825396825397,0.594936708860759,0.598101265822785,0.631510416666667,0.607008760951189,0.642584840245709
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120,6, low_bits_4, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.53521127 0.57042254 0.55633803 0.57042254],0.535864978902954,0.50210970464135,0.570826306913997,0.604781997187061,0.603932584269663,0.605337078651685,0.485981308411215,0.495238095238095,0.531709956709957,0.512396694214876,0.492063492063492,0.502788502788503,0.563838903170523,0.560477001703578,0.570722641085512
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65972222 0.6875     0.67361111 0.69014085 0.73239437],0.525210084033613,0.508403361344538,0.763422818791946,0.926553672316384,0.916201117318436,0.927374301675978,0.519148936170213,0.521367521367521,0.525146570601116,0.510460251046025,0.495934959349593,0.508837044892188,0.761421319796954,0.752508361204013,0.763459567807394
svm_model_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152,10, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.56666667 0.4875     0.525      0.54621849 0.55462185],0.474719101123595,0.52247191011236,0.537735849056604,0.479682854311199,0.404682274247492,0.561036789297659,0.339222614840989,0.272727272727273,0.472474747474748,0.448051948051948,0.383333333333333,0.52405303030303,0.44875,0.376310272536688,0.537735849056604
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.46842105 0.47368421 0.5        0.5        0.50531915],0.471518987341772,0.518987341772152,0.795569620253165,0.9957805907173,0.9957805907173,0.9957805907173,0.48297213622291,0.496815286624204,0.471678083563674,0.496688741721854,0.480769230769231,0.518509615384615,0.794659885568976,0.79415501905972,0.795564268672357
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120,6, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.58333333 0.55555556 0.53472222 0.54861111 0.59027778],0.4875,0.545833333333333,0.805,0.997222222222222,0.997222222222222,0.997222222222222,0.489626556016597,0.495798319327731,0.487568581151469,0.540084388185654,0.520325203252033,0.546487387950803,0.804674457429048,0.800664451827243,0.805014500161113
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.55555556 0.51388889 0.58333333 0.61805556],0.495833333333333,0.554166666666667,0.576666666666667,0.614325068870523,0.619444444444444,0.611111111111111,0.489451476793249,0.491525423728814,0.495762711864407,0.52863436123348,0.521739130434783,0.552869565217391,0.573109243697479,0.57504215851602,0.576647932635275
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdn,40,80,120,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.45833333 0.50694444 0.51388889 0.43661972],0.531380753138075,0.493723849372385,0.805183946488294,1,1,1,0.540983606557377,0.519685039370079,0.532163948256468,0.471615720524018,0.495412844036697,0.493860268172195,0.804366078925273,0.805042016806723,0.805183238020666
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.54861111 0.51041667 0.51398601 0.53146853 0.48601399],0.476793248945148,0.527426160337553,0.876310272536688,1,1,1,0.46551724137931,0.495412844036697,0.478175172018349,0.533333333333333,0.5,0.529816513761468,0.876180482686254,0.875262054507338,0.876310272536688
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.51666667 0.525      0.49579832 0.58823529 0.49579832],0.490196078431373,0.490196078431373,0.730083857442348,0.87653311529027,0.897822445561139,0.873534338358459,0.526041666666667,0.528795811518325,0.487289472024223,0.505434782608696,0.560240963855422,0.494780167791585,0.739240506329114,0.765199161425577,0.730083857442348
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.70833333 0.77083333 0.75630252 0.7605042  0.69327731],0.686274509803922,0.672268907563025,0.85062893081761,0.952380952380953,0.938023450586265,0.953098827470687,0.693989071038251,0.774390243902439,0.692894603816504,0.702290076335878,0.715025906735751,0.668488563123973,0.852713178294574,0.864779874213837,0.85062893081761
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.6875     0.68229167 0.65789474 0.74736842 0.67368421],0.591194968553459,0.622641509433962,0.793081761006289,0.917964693665628,0.926624737945493,0.917190775681341,0.613095238095238,0.616766467065868,0.589840187175318,0.61038961038961,0.639455782312925,0.623821458407925,0.795270690728065,0.807838179519595,0.7931556354419
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdn,8,146,154,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55729167 0.53125    0.54166667 0.52604167 0.44736842],0.520376175548589,0.438871473354232,0.791979949874687,1,1,1,0.523364485981308,0.506024096385542,0.520985904401921,0.380622837370242,0.364238410596026,0.435095395774204,0.788265306122449,0.776381909547739,0.791940954773869
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154,4, low_bits_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.625      0.74468085 0.65957447 0.72340426 0.65957447],0.592356687898089,0.528662420382166,0.648854961832061,0.725099601593626,0.771186440677966,0.707627118644068,0.483870967741936,0.483870967741936,0.573514431239389,0.5,0.480519480519481,0.52775974025974,0.643410852713178,0.664,0.649518248175183
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.53645833 0.48958333 0.53157895 0.51052632 0.57368421],0.484276729559748,0.509433962264151,0.520125786163522,0.542827657378741,0.551362683438155,0.535639412997903,0.490683229813665,0.49685534591195,0.484276729559748,0.5,0.481481481481482,0.50997150997151,0.524017467248908,0.526315789473684,0.520102339181286
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.52105263 0.47368421 0.52631579 0.53684211 0.51052632],0.487341772151899,0.477848101265823,0.793299620733249,1,1,1,0.484076433121019,0.466257668711656,0.488030795140142,0.472843450479233,0.510344827586207,0.480318612623513,0.792644261255548,0.798212005108557,0.793348806058659
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svd,32,84,116, zones, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.85       0.84453782 0.73529412 0.78571429 0.78991597],0.628491620111732,0.634078212290503,0.829664570230608,0.948261238337574,0.937919463087248,0.948825503355705,0.658097686375321,0.691891891891892,0.626292766755195,0.664961636828645,0.751445086705202,0.637884705514763,0.834099030117407,0.856394129979036,0.829664570230608
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.61805556 0.58333333 0.63194444 0.625      0.58333333],0.5375,0.529166666666667,0.763333333333333,0.917127071823204,0.922222222222222,0.916666666666667,0.519480519480519,0.465116279069767,0.543368950345694,0.515021459227468,0.487804878048781,0.530227225349176,0.760942760942761,0.738562091503268,0.763838868880886
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.50694444 0.51041667 0.55944056 0.4965035  0.5034965 ],0.489451476793249,0.459915611814346,0.768867924528302,0.865168539325843,0.859135285913529,0.866108786610879,0.502057613168724,0.495934959349593,0.489195549850235,0.471074380165289,0.5,0.461382113821138,0.768988999476165,0.769392033542977,0.768867924528302
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdn,26,87,113,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.525      0.53781513 0.53781513 0.50840336 0.56302521],0.460893854748603,0.483240223463687,0.80188679245283,1,1,1,0.453257790368272,0.473372781065089,0.461554115400269,0.501347708894879,0.492063492063492,0.48271813656429,0.802713987473904,0.806079664570231,0.80188679245283
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.69791667 0.71875    0.69791667 0.59574468],0.591194968553459,0.528301886792453,0.787688442211055,0.939958592132505,0.94979079497908,0.939330543933054,0.50381679389313,0.464788732394366,0.578985275288092,0.53416149068323,0.46236559139785,0.541788856304985,0.781935483870968,0.751861042183623,0.788144261549826
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.54166667 0.50840336 0.5        0.50840336],0.535014005602241,0.492997198879552,0.818134171907757,1,1,1,0.548913043478261,0.573863636363636,0.535550602712205,0.5249343832021,0.552486187845304,0.492152184831743,0.821410190427175,0.836477987421384,0.818134171907757
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdn,4,148,152,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.50420168 0.56302521 0.55882353 0.47881356],0.508333333333333,0.483333333333333,0.80503144654088,0.992443324937028,0.994949494949495,0.992424242424242,0.535433070866142,0.569832402234637,0.508673107194666,0.491803278688525,0.497237569060774,0.483255656038767,0.808049535603715,0.820754716981132,0.80503144654088
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.80208333 0.80208333 0.81770833 0.8125     0.828125  ],0.5625,0.509375,0.8,0.976165803108808,0.98125,0.976041666666667,0.66824644549763,0.849397590361446,0.551322171804099,0.590078328981723,0.748344370860927,0.522101179513304,0.819209039548023,0.909661229611042,0.800409693261311
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.60416667 0.67361111 0.61971831 0.65492958 0.67605634],0.596638655462185,0.571428571428571,0.832773109243698,0.998601398601399,1,0.99859943977591,0.622047244094488,0.632,0.594761061946903,0.607692307692308,0.738317757009346,0.58671613041307,0.838079739625712,0.874363327674024,0.833188319411055
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.55882353 0.51260504 0.47058824 0.53361345 0.5720339 ],0.525,0.486111111111111,0.531446540880503,0.611832611832612,0.713804713804714,0.547138047138047,0.59764705882353,0.679144385026738,0.518762943958456,0.558472553699284,0.676300578034682,0.493230502921084,0.599103139013453,0.70020964360587,0.531446540880503
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdne,32,84,116,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.78645833 0.78125    0.80729167 0.80208333 0.796875  ],0.575,0.603125,0.810625,0.9581589958159,0.954166666666667,0.958333333333333,0.580246913580247,0.594936708860759,0.575246132208158,0.623145400593472,0.660377358490566,0.603480604711122,0.812615955473098,0.824341279799247,0.81067624388468
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.4625     0.52083333 0.50840336 0.50420168 0.50840336],0.504201680672269,0.515406162464986,0.816561844863732,1,1,1,0.501408450704225,0.511494252873563,0.504381006218202,0.509915014164306,0.491803278688525,0.516016581872998,0.815983175604627,0.813417190775681,0.816561844863732
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.56770833 0.546875   0.52083333 0.51041667 0.5       ],0.528125,0.478125,0.668125,0.780638516992791,0.789583333333333,0.778125,0.511326860841424,0.509677419354839,0.527565982404692,0.466453674121406,0.462025316455696,0.477926238474762,0.666666666666667,0.669609079445145,0.668137873055906
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.61805556 0.59027778 0.58333333 0.60416667 0.50694444],0.525,0.5875,0.819166666666667,0.994428969359332,0.991666666666667,0.994444444444444,0.568181818181818,0.635593220338983,0.526813003612114,0.611764705882353,0.629032258064516,0.586067853170189,0.824575586095392,0.847176079734219,0.819072989699886
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.49583333 0.5        0.57083333 0.5125     0.50840336],0.467605633802817,0.543661971830986,0.512054507337526,0.55521472392638,0.604340567612688,0.515859766277128,0.51413881748072,0.546448087431694,0.465084508832126,0.566844919786096,0.616279069767442,0.545844452916508,0.54958877600387,0.59538784067086,0.512054507337526
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.83854167 0.83333333 0.81052632 0.85263158 0.83157895],0.569182389937107,0.540880503144654,0.808805031446541,0.977777777777778,0.968553459119497,0.977987421383648,0.620498614958449,0.691358024691358,0.566832858499525,0.552147239263804,0.616438356164384,0.546591271105448,0.813725490196078,0.845859872611465,0.80926534003244
svm_model_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.60526316 0.54210526 0.55789474 0.64210526 0.60638298],0.528481012658228,0.556962025316456,0.754430379746835,0.89740932642487,0.913502109704641,0.895569620253164,0.549848942598187,0.619047619047619,0.534375880529727,0.602272727272727,0.634730538922156,0.552264598320138,0.764563106796116,0.799492385786802,0.754544172691381
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.46354167 0.47894737 0.52631579 0.47368421 0.56842105],0.514195583596215,0.479495268138801,0.795081967213115,0.993710691823899,0.995798319327731,0.993697478991597,0.503225806451613,0.513157894736842,0.514154704944179,0.518950437317784,0.517441860465116,0.475962309542903,0.797759800871189,0.80125,0.79502703562341
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.625      0.55208333 0.58510638 0.56382979],0.60126582278481,0.537974683544304,0.787878787878788,0.933054393305439,0.936974789915966,0.932773109243698,0.613496932515337,0.595238095238095,0.601673101673102,0.562874251497006,0.580246913580247,0.53687670354337,0.792079207920792,0.794044665012407,0.78776783379155
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.734375   0.77083333 0.72631579 0.8        0.74736842],0.484276729559748,0.493710691823899,0.757861635220126,0.936974789915966,0.935010482180294,0.937106918238994,0.52046783625731,0.56687898089172,0.485302844483127,0.504615384615385,0.503067484662577,0.493469226202256,0.762198888202594,0.774153074027603,0.757820547102074
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.48611111 0.56944444 0.51388889 0.46527778 0.50694444],0.4375,0.495833333333333,0.786666666666667,1,1,1,0.444444444444444,0.524271844660194,0.448267309191411,0.525490196078431,0.511450381679389,0.494257300931438,0.789819376026273,0.80976430976431,0.786895356202287
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.73958333 0.70526316 0.65789474 0.68421053 0.7       ],0.602523659305994,0.580441640378549,0.688524590163934,0.750265674814028,0.741596638655462,0.753151260504202,0.596153846153846,0.563636363636364,0.604186602870813,0.549152542372881,0.554794520547945,0.578566850917247,0.680878552971576,0.669631512071156,0.688382714733951
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108, zones, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.72916667 0.76923077 0.73776224 0.76573427 0.79020979],0.668067226890756,0.701680672268908,0.872117400419287,0.934993084370678,0.94413407821229,0.934357541899441,0.690196078431373,0.733333333333333,0.667514124293785,0.723735408560311,0.788135593220339,0.702401129943503,0.87538304392237,0.89832285115304,0.872117400419287
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120,6, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54225352 0.57042254 0.56338028 0.52816901 0.53521127],0.593220338983051,0.521186440677966,0.823181049069374,1,1,1,0.619047619047619,0.68421052631579,0.596203623813632,0.583025830258303,0.642276422764228,0.51582847686884,0.830494728304947,0.864864864864865,0.823110398534127
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.57042254 0.52112676 0.57746479 0.63380282 0.50714286],0.550847457627119,0.470338983050848,0.801694915254237,0.995768688293371,0.997175141242938,0.995762711864407,0.530973451327434,0.530973451327434,0.550039571192172,0.458874458874459,0.420634920634921,0.473953823953824,0.799313893653516,0.785834738617201,0.80177597237504
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.64583333 0.58854167 0.61578947 0.61052632 0.66315789],0.578616352201258,0.481132075471698,0.771698113207547,0.932346723044398,0.924528301886792,0.932914046121593,0.658163265306122,0.758823529411765,0.565222575516693,0.578005115089514,0.724358974358974,0.485636277302944,0.790052053209948,0.850560398505604,0.770896463547592
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,720,240,240,0.6,0.2,0.2, [0.55555556 0.58333333 0.51388889 0.61805556 0.54861111],0.566666666666667,0.545833333333333,0.8225,1,1,1,0.547826086956522,0.538461538461538,0.565978736710444,0.547717842323651,0.568965517241379,0.546579532814238,0.821158690176322,0.824620573355818,0.822524454717448
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.6512605  0.58403361 0.56302521 0.6512605 ],0.636871508379888,0.600558659217877,0.823375262054507,0.946037099494098,0.941275167785235,0.946308724832215,0.601226993865031,0.53551912568306,0.639188134270102,0.557275541795666,0.514285714285714,0.598672911787666,0.816348773841962,0.785115303983228,0.823375262054507
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.54166667 0.53472222 0.57986111 0.52447552 0.50699301],0.449152542372881,0.5,0.862159329140461,0.98961937716263,0.995821727019499,0.989554317548747,0.458333333333333,0.436507936507936,0.45007215007215,0.512396694214876,0.563636363636364,0.504040404040404,0.863518422418267,0.872117400419287,0.862159329140461
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdn,8,146,154, zones, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.44791667 0.44791667 0.44270833 0.484375   0.45789474],0.504702194357367,0.5141065830721,0.800125313283208,0.99375,0.995824634655532,0.993736951983298,0.521212121212121,0.5375,0.504599056603774,0.560906515580736,0.611111111111111,0.512561924982307,0.805842970176506,0.826466916354557,0.800025911007467
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.47395833 0.47395833 0.44210526 0.49473684 0.41578947],0.531446540880503,0.528301886792453,0.811949685534591,1,1,1,0.538699690402477,0.533742331288344,0.53138729467643,0.550898203592814,0.58974358974359,0.529439696106363,0.814400993171943,0.824120603015075,0.811934356923155
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72268908 0.67647059 0.63865546 0.63445378 0.61764706],0.540389972144847,0.526462395543176,0.780398322851153,0.928571428571429,0.917647058823529,0.929411764705882,0.569190600522193,0.619318181818182,0.541899528067561,0.570707070707071,0.617486338797814,0.524652260307998,0.785677749360614,0.80503144654088,0.780398322851153
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.67368421 0.71578947 0.66842105 0.65789474 0.70212766],0.493670886075949,0.610759493670886,0.653164556962025,0.737363726461843,0.784810126582278,0.720464135021097,0.542857142857143,0.568862275449102,0.489129124301732,0.645533141210375,0.687116564417178,0.60826416456153,0.678780773739742,0.720149253731343,0.651956070164641
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.62105263 0.61578947 0.63157895 0.66315789 0.67894737],0.588607594936709,0.598101265822785,0.63527180783818,0.67479674796748,0.698947368421053,0.663157894736842,0.654255319148936,0.759259259259259,0.584175084175084,0.67012987012987,0.772455089820359,0.587569826789374,0.669340974212034,0.72636815920398,0.633749632301219
svm_model_N16_B142_E158_nb_zones_4_lab_svd,16,142,158,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.73958333 0.82978723 0.79787234 0.79787234],0.645569620253165,0.658227848101266,0.788607594936709,0.874725274725275,0.839662447257384,0.879746835443038,0.681818181818182,0.72289156626506,0.64144578313253,0.678571428571429,0.678571428571429,0.656853281853282,0.7909887359199,0.782178217821782,0.788757502693275
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.65384615 0.64335664 0.63286713 0.6584507 ],0.6,0.608333333333333,0.815513626834382,0.888121546961326,0.900560224089636,0.886554621848739,0.616,0.631147540983607,0.599472075576549,0.626984126984127,0.669491525423729,0.609335926646291,0.819487179487179,0.837526205450734,0.815513626834382
ensemble_model_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.51666667 0.54583333 0.50420168 0.52941176 0.54201681],0.481792717086835,0.484593837535014,0.806603773584905,1,1,1,0.487534626038781,0.497175141242938,0.481920903954802,0.48314606741573,0.477777777777778,0.484651600753296,0.80690737833595,0.808176100628931,0.806603773584906
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.65277778 0.65972222 0.61971831 0.66901408 0.62676056],0.592436974789916,0.600840336134454,0.653781512605042,0.682080924855491,0.661064425770308,0.69187675070028,0.492146596858639,0.408695652173913,0.586461647225168,0.549763033175355,0.487394957983193,0.600840336134454,0.623400365630713,0.576988155668359,0.653268702208136
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.82638889 0.78472222 0.72222222 0.76388889 0.82394366],0.682008368200837,0.539748953974895,0.731605351170569,0.805755395683453,0.779944289693593,0.811977715877437,0.714285714285714,0.778688524590164,0.679942552893373,0.583333333333333,0.6875,0.548474409448819,0.737959183673469,0.762225969645868,0.731859253479651
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.6875     0.64583333 0.69444444 0.59722222],0.545833333333333,0.6125,0.825833333333333,0.99023709902371,0.986111111111111,0.990277777777778,0.585551330798479,0.641666666666667,0.545833333333333,0.64367816091954,0.694214876033058,0.61181332036947,0.831587429492345,0.858569051580699,0.825778682718563
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.50699301 0.48951049 0.53496503 0.48943662],0.504166666666667,0.504166666666667,0.873689727463312,0.997900629811057,0.99859943977591,0.997899159663866,0.514285714285714,0.496062992125984,0.504668664204585,0.484848484848485,0.495575221238938,0.503693122430493,0.873490813648294,0.872117400419287,0.873689727463312
svm_model_N8_B146_E154_nb_zones_10_lab_svd,8,146,154,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.68333333 0.70833333 0.73109244 0.71428571 0.69747899],0.658263305322129,0.621848739495798,0.718029350104822,0.769104354971241,0.78391959798995,0.76465661641541,0.678947368421053,0.77710843373494,0.666041127862234,0.665012406947891,0.701570680628272,0.615845581277991,0.731,0.766247379454927,0.718029350104822
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.609375   0.68229167 0.63157895 0.65263158],0.628930817610063,0.616352201257862,0.647613065326633,0.655948553054662,0.640167364016736,0.664225941422594,0.609271523178808,0.597402597402597,0.627969591384225,0.623456790123457,0.63125,0.616257911392405,0.640153944836434,0.630050505050505,0.647525252525253
ensemble_model_N16_B142_E158_nb_zones_4_lab_svd,16,142,158,4, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.75       0.64583333 0.78125    0.71276596],0.647798742138365,0.641509433962264,0.78391959798995,0.874200426439232,0.857740585774058,0.876569037656904,0.575757575757576,0.584615384615385,0.638052373158756,0.571428571428571,0.506666666666667,0.634285714285714,0.76566757493188,0.741424802110818,0.781983384268838
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.56315789 0.51578947 0.45263158 0.54736842 0.47368421],0.544303797468354,0.525316455696203,0.810998735777497,0.994742376445846,0.995789473684211,0.994736842105263,0.526315789473684,0.519480519480519,0.54369087702421,0.542682926829268,0.54601226993865,0.52464012189743,0.811118130132659,0.810606060606061,0.810999232834676
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120,6, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.85416667 0.8943662  0.84507042 0.86619718 0.87323944],0.578059071729958,0.552742616033755,0.775716694772344,0.912280701754386,0.876404494382022,0.915730337078652,0.56140350877193,0.528925619834711,0.579117982331149,0.57258064516129,0.5546875,0.552573107798165,0.770689655172414,0.738842975206612,0.776478286226369
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.484375   0.46354167 0.44791667 0.47894737 0.46842105],0.531446540880503,0.484276729559748,0.803391959798995,1,1,1,0.532915360501567,0.54140127388535,0.531570202160067,0.5,0.503067484662577,0.483791806847417,0.804741110417966,0.808270676691729,0.803379670839567
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.64583333 0.734375   0.67894737 0.65789474 0.68947368],0.562893081761006,0.591194968553459,0.806918238993711,0.959745762711864,0.949685534591195,0.960167714884696,0.594752186588921,0.6375,0.562420886075949,0.626436781609195,0.685534591194968,0.591194968553459,0.812232415902141,0.834170854271357,0.806883915800666
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdne,40,80,120,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.86805556 0.85416667 0.85915493 0.90140845 0.81690141],0.525210084033613,0.508403361344538,0.790756302521008,0.973352033660589,0.971988795518207,0.973389355742297,0.556862745098039,0.669811320754717,0.539451114922813,0.548262548262548,0.596638655462185,0.508403361344538,0.797066014669926,0.84020618556701,0.791813619099295
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45138889 0.46478873 0.57042254 0.5915493  0.52816901],0.447257383966245,0.510548523206751,0.78920741989882,0.995768688293371,0.991573033707865,0.995786516853933,0.447257383966245,0.449152542372881,0.447265346816693,0.495652173913043,0.504424778761062,0.510276905509563,0.787414965986395,0.788756388415673,0.789202902054247
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.85416667 0.796875   0.80526316 0.80526316 0.84210526],0.632075471698113,0.638364779874214,0.844654088050315,0.984260230849948,0.983228511530398,0.984276729559748,0.646525679758308,0.61849710982659,0.633386485947777,0.652567975830816,0.650602409638554,0.637801204819277,0.847058823529412,0.838235294117647,0.844828241374069
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.56666667 0.55416667 0.52941176 0.52941176 0.56722689],0.504201680672269,0.481792717086835,0.80503144654088,0.991638795986622,0.993299832495812,0.991624790619766,0.498583569405099,0.511627906976744,0.504462602137021,0.481792717086835,0.464864864864865,0.482432432432432,0.804826862539349,0.80398322851153,0.80503144654088
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.45833333 0.52083333 0.48611111 0.56944444 0.47183099],0.506276150627615,0.502092050209205,0.795150501672241,0.98876404494382,0.98050139275766,0.988857938718663,0.504201680672269,0.560747663551402,0.511434437836307,0.506224066390042,0.488,0.502771929824561,0.794290512174643,0.800338409475465,0.795210527051782
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,954,318,318,0.6,0.2,0.2, [0.86458333 0.875      0.84210526 0.85789474 0.85789474],0.59748427672956,0.59748427672956,0.828301886792453,0.982236154649948,0.985324947589098,0.982180293501048,0.594936708860759,0.622516556291391,0.598683427846294,0.625730994152047,0.660493827160494,0.596272554605888,0.830959752321981,0.849367088607595,0.828433544303798
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svd,16,142,158, zones, lab, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.72916667 0.80851064 0.70212766 0.64893617],0.651898734177215,0.683544303797468,0.846835443037974,0.96652719665272,0.974683544303797,0.966244725738396,0.696132596685083,0.7875,0.650160256410256,0.695121951219512,0.77027027027027,0.688706563706564,0.852976913730255,0.89769820971867,0.847345345460839
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdn,4,148,152, zones, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.47916667 0.52941176 0.49579832 0.46638655],0.507002801120448,0.509803921568627,0.810796645702306,0.991652754590985,0.994974874371859,0.991624790619766,0.482352941176471,0.450549450549451,0.508131868131868,0.498567335243553,0.497142857142857,0.509560439560439,0.808691043985162,0.79979035639413,0.810796645702306
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.86458333 0.82291667 0.83157895 0.86315789 0.87894737],0.540880503144654,0.559748427672956,0.808805031446541,0.98093220338983,0.970649895178197,0.981132075471698,0.568047337278106,0.581818181818182,0.539275103980986,0.536423841059603,0.578571428571429,0.561757624398074,0.808080808080808,0.818414322250639,0.808959636372844
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdne,8,146,154,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.734375   0.65625    0.73684211 0.59473684 0.67894737],0.493710691823899,0.528301886792453,0.641509433962264,0.701268742791234,0.637316561844864,0.728511530398323,0.457912457912458,0.4,0.500675675675676,0.43609022556391,0.397260273972603,0.518397578846767,0.601398601398601,0.542244640605296,0.64126033786852
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,1434,478,478,0.6,0.2,0.2, [0.46180556 0.46527778 0.51748252 0.45804196 0.5       ],0.485232067510549,0.472573839662447,0.865828092243187,0.993710691823899,0.99163179916318,0.993723849372385,0.5,0.554545454545455,0.489871152469578,0.513618677042802,0.519685039370079,0.468933428775949,0.867494824016563,0.878406708595388,0.865828092243187
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.59375    0.609375   0.62631579 0.59473684],0.578616352201258,0.569182389937107,0.771984924623116,0.904564315352697,0.912133891213389,0.903765690376569,0.510948905109489,0.429447852760736,0.582465861864239,0.48689138576779,0.40625,0.570213607594937,0.758803986710964,0.712858926342072,0.772358666710859
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55882353 0.52941176 0.52941176 0.54201681 0.50420168],0.515320334261838,0.465181058495822,0.80398322851153,0.993299832495812,0.996638655462185,0.99327731092437,0.508474576271186,0.508474576271186,0.515226299124604,0.475409836065574,0.478021978021978,0.464999689575961,0.804597701149425,0.807127882599581,0.80398322851153
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70138889 0.61971831 0.65492958 0.68309859 0.66197183],0.573839662447257,0.594936708860759,0.788364249578415,0.925619834710744,0.943820224719101,0.924157303370786,0.591093117408907,0.629310344827586,0.57498575092619,0.633587786259542,0.658730158730159,0.590626340626341,0.796761133603239,0.822742474916388,0.788071917730303
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.77083333 0.765625   0.74210526 0.71578947 0.74736842],0.484276729559748,0.455974842767296,0.768553459119497,0.967195767195767,0.958071278825996,0.967505241090147,0.503030303030303,0.515527950310559,0.483878624836808,0.464396284829721,0.493421052631579,0.457553899809765,0.769712140175219,0.778481012658228,0.768615506329114
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.52083333 0.55208333 0.53125    0.52604167 0.546875  ],0.525,0.478125,0.7875,0.978238341968912,0.983333333333333,0.978125,0.506493506493507,0.5,0.524390243902439,0.504451038575668,0.537974683544304,0.478863884982028,0.788819875776398,0.799748110831234,0.787591177003706
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.49159664 0.45798319 0.49579832 0.45798319 0.52521008],0.52924791086351,0.562674094707521,0.829140461215933,1,1,1,0.542005420054201,0.555555555555556,0.529174425822471,0.587926509186352,0.625698324022346,0.562849162011173,0.831958762886598,0.845911949685535,0.829140461215933
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.44537815 0.53361345 0.49579832 0.4789916  0.49579832],0.498607242339833,0.47075208913649,0.806079664570231,1,1,1,0.508196721311476,0.5,0.498554913294798,0.454022988505747,0.456647398843931,0.470259183292933,0.805672268907563,0.80398322851153,0.80607966457023
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.66315789 0.59473684 0.63157895 0.64736842 0.60638298],0.55379746835443,0.594936708860759,0.776582278481013,0.91063829787234,0.90295358649789,0.911392405063291,0.498220640569395,0.460526315789474,0.550385109114249,0.546099290780142,0.490445859872611,0.594279533709891,0.765136393878909,0.734355044699872,0.776211399388832
ensemble_model_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63684211 0.55789474 0.55789474 0.60526316 0.54736842],0.544303797468354,0.515822784810127,0.809102402022756,0.994731296101159,0.993684210526316,0.994736842105263,0.588571428571429,0.656050955414013,0.545006609782478,0.569014084507042,0.664473684210526,0.521261232349166,0.817412333736397,0.862244897959184,0.809568564267812
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.86111111 0.83333333 0.79861111 0.86111111 0.81690141],0.610878661087866,0.594142259414226,0.825250836120401,0.973201692524683,0.96100278551532,0.973537604456825,0.607594936708861,0.585365853658537,0.611648444070648,0.568888888888889,0.542372881355932,0.593500490264743,0.821520068317677,0.801666666666667,0.825329977628635
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.640625   0.68947368 0.66842105 0.68947368 0.76842105],0.589905362776025,0.49211356466877,0.777427490542245,0.933760683760683,0.918067226890756,0.934873949579832,0.613095238095238,0.620481927710843,0.58838665921966,0.507645259938838,0.528662420382166,0.492456210191083,0.779237023139462,0.779724655819775,0.777409977211031
svm_model_N26_B87_E113_nb_zones_12_lab_svd,26,87,113,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.80555556 0.82167832 0.76923077 0.79370629 0.81118881],0.69327731092437,0.668067226890756,0.833857442348008,0.884534639608117,0.88268156424581,0.884776536312849,0.720306513409962,0.752,0.690159292035398,0.692607003891051,0.787610619469027,0.673805309734513,0.8371854134566,0.854297693920335,0.833857442348008
svm_model_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.63541667 0.64583333 0.51041667 0.59375   ],0.51875,0.45,0.705,0.851774530271399,0.85,0.852083333333333,0.453900709219858,0.457142857142857,0.511904761904762,0.428571428571429,0.397590361445783,0.452041933969645,0.695090439276486,0.684478371501272,0.704647048158498
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.54861111 0.57638889 0.57638889 0.51388889],0.516666666666667,0.516666666666667,0.548333333333333,0.478114478114478,0.394444444444444,0.569444444444444,0.408163265306122,0.310077519379845,0.533417138068301,0.447619047619048,0.356060606060606,0.534511784511784,0.458,0.368760064412238,0.554846353449642
svm_model_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.5625     0.62916667 0.58823529 0.60084034 0.61764706],0.53781512605042,0.543417366946779,0.748427672955975,0.875816993464052,0.897822445561139,0.872696817420435,0.555256064690027,0.578651685393258,0.537929194651936,0.56763925729443,0.597765363128492,0.543264704036156,0.75659229208925,0.781970649895178,0.748427672955975
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,1188,396,396,0.6,0.2,0.2, [0.39915966 0.51680672 0.42436975 0.54201681 0.50423729],0.472222222222222,0.491666666666667,0.801362683438155,0.994949494949495,0.994949494949495,0.994949494949495,0.466292134831461,0.441489361702128,0.47365165759525,0.472622478386167,0.476744186046512,0.491031667491341,0.799576943416182,0.792452830188679,0.801362683438155
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.63157895 0.70526316 0.71578947 0.59473684],0.531645569620253,0.585443037974684,0.784450063211125,0.934736842105263,0.934736842105263,0.934736842105263,0.574712643678161,0.657894736842105,0.536264441591784,0.624641833810888,0.668711656441718,0.582721841292754,0.792956891317547,0.826582278481013,0.784503260452628
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.86805556 0.86805556 0.88194444 0.88194444 0.86619718],0.585774058577406,0.543933054393305,0.816889632107023,0.984528832630098,0.974930362116992,0.984679665738162,0.631970260223048,0.658914728682171,0.579457364341085,0.555102040816327,0.607142857142857,0.547665916760405,0.821224489795918,0.838333333333333,0.816817673378076
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120,6, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.77777778 0.75352113 0.83802817 0.80985915 0.78873239],0.510548523206751,0.540084388185654,0.77318718381113,0.936231884057971,0.907303370786517,0.938202247191011,0.516666666666667,0.521008403361345,0.510504201680672,0.551440329218107,0.544715447154471,0.539901583226358,0.770673486786019,0.755852842809365,0.773334584669988
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.53819444 0.49652778 0.51048951 0.55244755 0.51748252],0.531645569620253,0.50210970464135,0.875262054507338,0.99370188943317,0.99023709902371,0.993723849372385,0.519480519480519,0.526315789473684,0.531450577663671,0.468468468468469,0.422764227642277,0.505241762943945,0.873538788522848,0.861635220125786,0.875262054507338
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdne,40,80,120,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.82638889 0.78472222 0.82638889 0.78472222 0.84027778],0.629166666666667,0.654166666666667,0.855,0.997214484679666,0.994444444444444,0.997222222222222,0.673992673992674,0.779661016949153,0.631633787163101,0.684410646387833,0.789473684210526,0.660609857978279,0.861244019138756,0.912162162162162,0.85575213371266
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.56302521 0.61764706 0.6512605  0.60504202 0.63135593],0.583333333333333,0.577777777777778,0.787211740041929,0.913188647746244,0.920875420875421,0.912457912457912,0.626865671641791,0.692307692307692,0.582108902333621,0.623762376237624,0.707865168539326,0.579207309544388,0.797405189620758,0.837526205450734,0.787211740041929
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.52083333 0.48319328 0.4789916  0.54201681],0.546218487394958,0.515406162464986,0.818134171907757,0.989949748743718,0.989949748743718,0.989949748743718,0.542372881355932,0.542372881355932,0.546186440677966,0.518105849582173,0.516666666666667,0.515395480225989,0.818038804404825,0.817610062893082,0.818134171907757
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.54621849 0.55042017 0.49159664 0.51260504 0.5720339 ],0.513888888888889,0.461111111111111,0.806603773584905,1,1,1,0.480712166172107,0.473684210526316,0.511974380395433,0.455056179775281,0.428571428571429,0.462823725981621,0.803827751196172,0.792452830188679,0.806603773584905
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66145833 0.67708333 0.69791667 0.703125   0.74210526],0.573667711598746,0.592476489028213,0.767543859649123,0.890052356020943,0.887265135699374,0.890396659707724,0.585365853658536,0.60377358490566,0.57376179245283,0.598765432098765,0.60625,0.592433176100629,0.769135034225264,0.774436090225564,0.767543859649123
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.61111111 0.5625     0.63888889 0.61267606],0.564853556485356,0.569037656903766,0.79933110367893,0.954732510288066,0.969359331476323,0.954038997214485,0.563025210084034,0.540322580645161,0.565813464235624,0.542222222222222,0.504132231404959,0.569862725871971,0.798657718120805,0.788079470198676,0.799445140504743
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.68055556 0.625      0.55555556 0.6971831 ],0.606694560669456,0.602510460251046,0.650501672240803,0.660740740740741,0.62116991643454,0.681058495821727,0.548076923076923,0.508928571428571,0.600920978627671,0.5662100456621,0.512396694214876,0.603655974226082,0.620689655172414,0.577702702702703,0.649778503669232
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152, zones, lab, svdn,1200,400,400,0.6,0.2,0.2, [0.49583333 0.57083333 0.49583333 0.48333333 0.4625    ],0.516949152542373,0.477401129943503,0.80398322851153,0.984974958263773,0.983333333333333,0.985,0.504347826086956,0.478021978021978,0.51808075645285,0.490358126721763,0.517441860465116,0.478501150012778,0.803777544596013,0.80293501048218,0.80398322851153
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdne,8,146,154,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.69791667 0.75520833 0.65263158 0.7        0.70526316],0.569182389937107,0.515723270440252,0.80251572327044,0.975763962065332,0.970649895178197,0.975890985324948,0.591044776119403,0.6,0.56797385620915,0.569832402234637,0.621951219512195,0.512274311054799,0.808769792935445,0.823821339950372,0.802216792424166
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.41145833 0.47368421 0.48421053 0.43684211 0.48421053],0.482649842271293,0.476340694006309,0.790668348045397,0.9979035639413,1,0.997899159663866,0.467532467532468,0.529411764705882,0.488462788430289,0.487654320987654,0.475903614457831,0.476362403255406,0.790668348045397,0.805912596401028,0.790951347705465
ensemble_model_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158,4, lab, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.51041667 0.4787234  0.5106383  0.43617021 0.42553191],0.605095541401274,0.490445859872611,0.819338422391857,1,1,1,0.6125,0.604938271604938,0.605100714749837,0.473684210526316,0.486486486486487,0.490231195050472,0.818877551020408,0.820971867007673,0.819346692997507
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.4965035  0.47902098 0.56643357 0.52816901],0.475,0.5,0.871069182389937,1,1,1,0.503937007874016,0.524590163934426,0.474159488746874,0.516129032258065,0.542372881355932,0.500694637399278,0.872538860103627,0.882599580712788,0.871069182389937
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.640625   0.66666667 0.625      0.65789474 0.67894737],0.610062893081761,0.657232704402516,0.684045226130653,0.734251968503937,0.780334728033473,0.717573221757322,0.621951219512195,0.675496688741722,0.613197446167268,0.694677871148459,0.716763005780347,0.651484951166036,0.704291593180482,0.746882793017456,0.683567978787209
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.45789474 0.53684211 0.5        0.47894737 0.54255319],0.515822784810127,0.512658227848101,0.589873417721519,0.648815653964985,0.664556962025316,0.640295358649789,0.532110091743119,0.568627450980392,0.517442559846024,0.541666666666667,0.544910179640719,0.510710123377406,0.603427172582619,0.620906801007557,0.589715487017773
ensemble_model_N8_B146_E154_nb_zones_10_lab_svd,8,146,154,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.67226891 0.67647059 0.69327731 0.72689076 0.66101695],0.644444444444444,0.619444444444444,0.823899371069182,0.939779474130619,0.932659932659933,0.94023569023569,0.655913978494624,0.697142857142857,0.645868725868726,0.620498614958449,0.605405405405405,0.61984555984556,0.824267782426778,0.825995807127883,0.823899371069182
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.65       0.625      0.60504202 0.68907563 0.64285714],0.571428571428571,0.535014005602241,0.619496855345912,0.662800331400166,0.670016750418761,0.659128978224456,0.571428571428571,0.596491228070175,0.572439162422184,0.565445026178011,0.580645161290323,0.533012639124693,0.626927029804728,0.639412997903564,0.619496855345912
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdne,4,148,152,10, low_bits_4_shifted_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.65       0.63333333 0.60416667 0.67647059],0.588732394366197,0.574647887323944,0.626310272536688,0.627906976744186,0.585976627712855,0.652754590984975,0.587570621468927,0.601156069364162,0.589039573143619,0.57703081232493,0.565934065934066,0.5748745474179,0.610169491525424,0.584905660377358,0.626310272536688
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.63541667 0.65789474 0.60526316 0.64736842],0.588050314465409,0.550314465408805,0.620125786163522,0.675834970530452,0.721174004192872,0.654088050314465,0.513011152416357,0.41566265060241,0.595989220038047,0.476190476190476,0.386904761904762,0.560119047619048,0.612820512820513,0.589395807644883,0.620756953886626
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.68531469 0.71328671 0.73076923 0.76223776],0.630252100840336,0.588235294117647,0.768343815513627,0.817142857142857,0.798882681564246,0.821229050279329,0.623931623931624,0.634782608695652,0.630399434429127,0.634328358208955,0.691056910569106,0.584658890067162,0.767613038906414,0.765199161425577,0.768343815513627
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.85416667 0.88194444 0.82394366 0.81690141 0.84507042],0.474789915966386,0.529411764705882,0.786554621848739,0.975954738330976,0.966386554621849,0.976190476190476,0.531835205992509,0.581967213114754,0.472018089315998,0.6,0.626865671641791,0.515355912743972,0.797448165869219,0.815660685154976,0.785646633738666
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.69270833 0.70833333 0.69791667 0.66666667 0.63541667],0.528125,0.53125,0.760625,0.912393162393162,0.889583333333333,0.914583333333333,0.559766763848397,0.60377358490566,0.528594866986992,0.545454545454545,0.573248407643312,0.532022976827791,0.761963952765693,0.770100502512563,0.760672141803545
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.640625   0.63020833 0.58854167 0.56842105 0.62105263],0.575471698113208,0.540880503144654,0.76821608040201,0.908141962421712,0.910041841004184,0.907949790794979,0.606413994169096,0.654088050314465,0.575471698113208,0.573099415204678,0.616352201257862,0.540880503144654,0.775410833840536,0.800251256281407,0.76821608040201
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.48958333 0.52083333 0.51041667 0.51041667],0.49375,0.51875,0.8,0.995833333333333,0.995833333333333,0.995833333333333,0.463576158940397,0.514705882352941,0.496483375959079,0.509554140127389,0.493827160493827,0.519065478981091,0.796954314720812,0.80719794344473,0.800192645688302
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.765625   0.69791667 0.74736842 0.75263158],0.518867924528302,0.528301886792453,0.781407035175879,0.952978056426332,0.95397489539749,0.952928870292887,0.571428571428571,0.621951219512195,0.515521064301552,0.576271186440678,0.64968152866242,0.529809708430589,0.79136690647482,0.826032540675845,0.781238212330356
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.88194444 0.88194444 0.88194444 0.91666667 0.92361111],0.579166666666667,0.5875,0.829166666666667,0.993045897079277,0.991666666666667,0.993055555555556,0.600790513833992,0.703703703703704,0.590488215488216,0.645161290322581,0.743801652892562,0.586186540731995,0.836131095123901,0.887945670628183,0.830224881140606
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.55555556 0.51388889 0.53521127 0.53521127],0.478991596638655,0.542016806722689,0.562080536912752,0.546310832025118,0.486033519553073,0.596368715083799,0.420560747663551,0.378151260504202,0.478991596638655,0.543933054393305,0.5,0.546296296296296,0.521100917431193,0.467874794069193,0.563851926949126
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.48739496 0.52521008 0.50420168 0.51260504 0.5       ],0.477777777777778,0.544444444444444,0.784591194968553,0.950461796809404,0.952861952861953,0.9503367003367,0.443786982248521,0.441176470588235,0.475851393188855,0.539325842696629,0.505263157894737,0.546749226006192,0.781962864721485,0.772536687631027,0.784591194968553
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120,6, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.48591549 0.46478873 0.52816901 0.52816901 0.45774648],0.457627118644068,0.546610169491525,0.801184433164129,1,1,1,0.443478260869565,0.435897435897436,0.457444516268046,0.506912442396313,0.504587155963303,0.543632160658817,0.796888504753673,0.793459552495697,0.801055899375968
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.84027778 0.80555556 0.77083333 0.76388889 0.76056338],0.560669456066946,0.585774058577406,0.823578595317726,0.990264255910987,0.991643454038997,0.99025069637883,0.594594594594595,0.658119658119658,0.562666386436878,0.642599277978339,0.747899159663866,0.586449579831933,0.831872509960159,0.877310924369748,0.823846809938618
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79861111 0.90972222 0.86111111 0.84722222 0.9084507 ],0.518828451882845,0.560669456066946,0.809364548494983,0.988795518207283,0.983286908077994,0.988857938718663,0.541832669322709,0.56198347107438,0.51827987113041,0.606741573033708,0.642857142857143,0.555941845764855,0.814935064935065,0.828382838283828,0.809106673379202
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.76470588 0.70588235 0.73109244 0.75210084 0.78991597],0.649025069637883,0.579387186629526,0.787735849056604,0.892976588628763,0.897478991596639,0.892436974789916,0.712328767123288,0.843243243243243,0.642885989437714,0.6378896882494,0.764367816091954,0.58488661074868,0.802535348610434,0.862683438155136,0.787735849056604
svm_model_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.8125     0.72916667 0.63541667 0.71276596],0.635220125786163,0.610062893081761,0.690954773869347,0.721238938053097,0.682008368200837,0.736401673640167,0.623376623376623,0.585365853658537,0.636838770985112,0.597402597402597,0.547619047619048,0.613809523809524,0.676315789473684,0.634567901234568,0.691964257522655
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,954,318,318,0.6,0.2,0.2, [0.65625    0.63541667 0.65789474 0.73684211 0.67894737],0.528301886792453,0.544025157232704,0.769811320754717,0.924867724867725,0.916142557651992,0.925576519916142,0.506578947368421,0.503267973856209,0.52739156268568,0.559270516717325,0.557575757575758,0.54349376114082,0.768060836501901,0.762264150943396,0.769811320754717
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.85416667 0.80833333 0.84166667 0.875      0.83333333],0.646892655367232,0.559322033898305,0.813941299790356,0.938435940099834,0.94,0.938333333333333,0.698795180722891,0.814606741573034,0.64593973442288,0.625,0.738636363636364,0.560329417773238,0.825381210034432,0.879454926624738,0.813941299790356
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.69444444 0.72222222 0.71527778 0.75352113],0.523012552301255,0.543933054393305,0.809364548494983,0.993084370677732,1,0.993036211699164,0.544,0.56198347107438,0.522517159266004,0.540084388185654,0.598130841121495,0.549065420560748,0.811570247933884,0.836456558773424,0.809853895150259
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154,8, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64736842 0.67894737 0.62631579 0.68421053 0.62631579],0.588607594936709,0.537974683544304,0.706700379266751,0.791111111111111,0.749473684210526,0.802105263157895,0.596273291925466,0.685714285714286,0.598538961038961,0.603260869565217,0.660714285714286,0.529681467181467,0.708176100628931,0.719029374201788,0.70682382352142
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svd,32,84,116,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.8        0.82916667 0.75630252 0.78991597 0.75630252],0.523809523809524,0.464985994397759,0.777253668763103,0.94585448392555,0.936348408710218,0.946398659966499,0.617117117117117,0.761111111111111,0.521798493408663,0.566893424036281,0.706214689265537,0.466996233521657,0.794388001935172,0.860587002096436,0.777253668763103
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.47916667 0.546875   0.55263158 0.48421053],0.506289308176101,0.481132075471698,0.527638190954774,0.528508771929825,0.50418410041841,0.55020920502092,0.449122807017544,0.412903225806452,0.503997625173164,0.476190476190476,0.483870967741936,0.481199287551949,0.502645502645503,0.482233502538071,0.527186403010329
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.84166667 0.89495798 0.8487395  0.86134454 0.86554622],0.522346368715084,0.516759776536313,0.808700209643606,0.982218458933107,0.973154362416107,0.98238255033557,0.583941605839416,0.662983425414365,0.520757249430346,0.566416040100251,0.638418079096045,0.518104067172332,0.816675037669513,0.852201257861635,0.808700209643606
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.64736842 0.69473684 0.60526316 0.64210526 0.63297872],0.541139240506329,0.582278481012658,0.756962025316456,0.8870116156283,0.886075949367089,0.887130801687764,0.553846153846154,0.559006211180124,0.540793428170707,0.595092024539877,0.587878787878788,0.582018864138069,0.759699624530663,0.75875,0.756939102564103
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.59375    0.55729167 0.58947368 0.61052632 0.61052632],0.506289308176101,0.553459119496855,0.811949685534591,1,1,1,0.516923076923077,0.549019607843137,0.507843137254902,0.591954022988506,0.585227272727273,0.549655889884763,0.816226183159189,0.823821339950372,0.811783118954778
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51748252 0.48601399 0.4965035  0.4965035  0.4965035 ],0.510460251046025,0.518828451882845,0.528301886792453,0.515942028985507,0.497902097902098,0.532867132867133,0.518518518518518,0.533898305084746,0.510750805434935,0.488888888888889,0.454545454545455,0.519645608628659,0.512987012987013,0.49685534591195,0.528301886792453
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.48333333 0.42083333 0.47083333 0.4875     0.48333333],0.502824858757062,0.474576271186441,0.80503144654088,0.991666666666667,0.991666666666667,0.991666666666667,0.485380116959064,0.466292134831461,0.503032431052094,0.446428571428571,0.426136363636364,0.474304136874362,0.801916932907348,0.789308176100629,0.80503144654088
svm_model_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152,10, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7        0.69166667 0.65833333 0.69166667 0.66806723],0.653521126760563,0.611267605633803,0.668238993710692,0.724852071005917,0.818030050083472,0.689482470784641,0.653521126760563,0.655367231638418,0.653526312448423,0.605714285714286,0.595505617977528,0.611312131022662,0.692270296548371,0.746331236897275,0.668238993710692
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63684211 0.63157895 0.62631579 0.63157895 0.57368421],0.525316455696203,0.541139240506329,0.759797724399494,0.910807974816369,0.913684210526316,0.910526315789474,0.503311258278146,0.481012658227848,0.525316455696202,0.505119453924915,0.465408805031447,0.541621599967953,0.754521963824289,0.737373737373737,0.759826109193198
ensemble_model_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.8125     0.76595745 0.72340426 0.77659574],0.632911392405063,0.645569620253165,0.826582278481013,0.950749464668094,0.936708860759494,0.951476793248945,0.628205128205128,0.662162162162162,0.63465250965251,0.645569620253165,0.645569620253165,0.645569620253165,0.824583866837388,0.825641025641026,0.826570512820513
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.484375   0.46354167 0.52105263 0.57368421 0.43157895],0.487421383647799,0.531446540880503,0.80377358490566,1,1,1,0.504559270516717,0.538961038961039,0.488992714602471,0.532915360501567,0.518292682926829,0.531873614190687,0.805243445692884,0.811320754716981,0.80377358490566
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdne,16,92,108,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.67013889 0.67013889 0.68531469 0.66783217 0.71328671],0.535864978902954,0.611814345991561,0.735324947589098,0.788259958071279,0.786610878661088,0.788702928870293,0.525862068965517,0.512605042016807,0.535963537957556,0.616666666666667,0.627118644067797,0.611878649764991,0.734629532317394,0.732704402515723,0.735324947589098
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.53333333 0.51260504 0.50840336 0.51260504],0.495798319327731,0.456582633053221,0.537211740041929,0.602032838154808,0.644891122278057,0.573701842546064,0.540816326530612,0.582417582417582,0.494065934065934,0.489473684210526,0.531428571428571,0.458021978021978,0.569478303266699,0.612159329140461,0.537211740041929
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54166667 0.52777778 0.50694444 0.55633803 0.54929577],0.529411764705882,0.491596638655462,0.804530201342282,1,1,1,0.513043478260869,0.526785714285714,0.529265873015873,0.493723849372385,0.487603305785124,0.49166490075581,0.80337552742616,0.805414551607445,0.804537558665619
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.48251748 0.51048951 0.5034965  0.47202797 0.48239437],0.470833333333333,0.491666666666667,0.869496855345912,1,1,1,0.468619246861925,0.478632478632479,0.47102355638941,0.491666666666667,0.479674796747968,0.491974150510736,0.869428421604614,0.868972746331237,0.869496855345912
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdne,26,87,113,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.775      0.72916667 0.73333333 0.66386555 0.75630252],0.567415730337079,0.598314606741573,0.720125786163522,0.802992518703242,0.807692307692308,0.801839464882943,0.624390243902439,0.707182320441989,0.565019731649566,0.646913580246914,0.748571428571429,0.600805051302289,0.735381565906838,0.777777777777778,0.720125786163522
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdne,4,148,152,10, low_bits_4_shifted_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6        0.63333333 0.63333333 0.6        0.60504202],0.56056338028169,0.608450704225352,0.840146750524109,0.991624790619766,0.988313856427379,0.991652754590985,0.573770491803279,0.614035087719298,0.562452326468345,0.649874055415617,0.701086956521739,0.60492944317315,0.844149207971385,0.865828092243187,0.840146750524109
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.61764706 0.6512605  0.64285714 0.65546218 0.63135593],0.591666666666667,0.588888888888889,0.823899371069182,0.96551724137931,0.966329966329966,0.965488215488215,0.56379821958457,0.49738219895288,0.597803525511943,0.509933774834437,0.455621301775148,0.581213792248831,0.816192560175055,0.781970649895178,0.823899371069182
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154,8, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.515625   0.47368421 0.48421053 0.53684211 0.54736842],0.470031545741325,0.511041009463722,0.609709962168978,0.708661417322835,0.756302521008403,0.689075630252101,0.490909090909091,0.496932515337423,0.469245478447933,0.537313432835821,0.580645161290323,0.512544802867384,0.631766805472933,0.668765743073048,0.609635396789049
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.66842105 0.68421053 0.71052632 0.62631579],0.566455696202532,0.620253164556962,0.763590391908976,0.88169868554095,0.917894736842105,0.876842105263158,0.595870206489675,0.583815028901734,0.56463478717814,0.634146341463415,0.666666666666667,0.620833333333333,0.774154589371981,0.79726368159204,0.76302772768548
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.4625     0.50416667 0.50833333 0.44117647 0.50840336],0.480337078651685,0.519662921348315,0.810796645702306,0.99581589958159,0.994983277591973,0.995819397993311,0.493150684931507,0.529411764705882,0.482447817836812,0.567088607594937,0.602150537634409,0.515781151170145,0.815345268542199,0.835429769392034,0.810796645702306
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158, zones, lab, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.71875    0.77659574 0.75531915 0.79787234],0.69620253164557,0.651898734177215,0.840506329113924,0.951578947368421,0.953586497890295,0.951476793248945,0.71764705882353,0.74390243902439,0.694319640564827,0.654088050314465,0.722222222222222,0.657622739018088,0.843283582089552,0.867007672634271,0.840772006743201
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,708,236,236,0.6,0.2,0.2, [0.78873239 0.82394366 0.74647887 0.78169014 0.80714286],0.559322033898305,0.555084745762712,0.813559322033898,0.984485190409027,0.985875706214689,0.984463276836158,0.570247933884297,0.657142857142857,0.569029443838604,0.612546125461255,0.680327868852459,0.550690250215703,0.819967266775777,0.862306368330465,0.814291748439022
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.775      0.82352941 0.77310924 0.79831933 0.76890756],0.550279329608938,0.547486033519553,0.786687631027254,0.928571428571428,0.916107382550336,0.929530201342282,0.558904109589041,0.607142857142857,0.553571428571429,0.564516129032258,0.552631578947368,0.547149122807018,0.787245164662833,0.789308176100629,0.786687631027254
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.45833333 0.45138889 0.42957746 0.47183099 0.48591549],0.571428571428571,0.550420168067227,0.822689075630252,0.997191011235955,0.994397759103642,0.997198879551821,0.536363636363636,0.536363636363636,0.568963068181818,0.566801619433198,0.555555555555556,0.550099206349206,0.821034775233249,0.816188870151771,0.822667299397493
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83333333 0.859375   0.89583333 0.92708333 0.87894737],0.58307210031348,0.545454545454545,0.81453634085213,0.981012658227848,0.970772442588726,0.981210855949895,0.625352112676056,0.656804733727811,0.578402366863905,0.584527220630372,0.666666666666667,0.550200803212851,0.820823244552058,0.846441947565543,0.814415942336231
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svd,8,146,154, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.69583333 0.69583333 0.65546218 0.66386555 0.68067227],0.61344537815126,0.554621848739496,0.792976939203354,0.918333333333333,0.922948073701842,0.917922948073702,0.632978723404255,0.695906432748538,0.616770420675344,0.580474934036939,0.591397849462366,0.553008866251651,0.797953964194373,0.817610062893082,0.792976939203354
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.72395833 0.69791667 0.7        0.68421053 0.72631579],0.518867924528302,0.553459119496855,0.783647798742138,0.9475935828877,0.928721174004193,0.948637316561845,0.501628664495114,0.513333333333333,0.518571428571429,0.572289156626506,0.582822085889571,0.55270136552543,0.781448538754765,0.778481012658228,0.783615506329114
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65972222 0.67361111 0.65277778 0.69014085 0.62676056],0.579831932773109,0.584033613445378,0.812919463087248,0.966480446927374,0.966480446927374,0.966480446927374,0.6,0.614754098360656,0.578928773318259,0.571428571428571,0.622641509433962,0.587835906232133,0.813700918964077,0.831058020477816,0.813218779215805
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154,10, low_bits_6, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.69166667 0.69166667 0.69166667 0.65966387 0.68487395],0.570224719101124,0.519662921348315,0.678197064989518,0.766129032258065,0.794314381270903,0.75752508361204,0.598425196850394,0.596858638743455,0.568126289068697,0.510028653295129,0.539393939393939,0.52100587022053,0.688324873096447,0.710691823899371,0.678197064989518
ensemble_model_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.56722689 0.59243697 0.57563025 0.53781513 0.6440678 ],0.580555555555556,0.55,0.835953878406709,1,1,1,0.615776081424936,0.68361581920904,0.582245068074465,0.610576923076923,0.693989071038251,0.547559507270538,0.843264897346019,0.882599580712788,0.835953878406708
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.69230769 0.70979021 0.67482517 0.68181818 0.73943662],0.570833333333333,0.595833333333333,0.758909853249476,0.810495626822157,0.778711484593837,0.817927170868347,0.554112554112554,0.556521739130435,0.570260869565217,0.594142259414226,0.568,0.597043478260869,0.750271444082519,0.724318658280922,0.758909853249476
ensemble_model_N26_B87_E113_nb_zones_12_lab_svd,26,87,113,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.8041958  0.77272727 0.79020979 0.81468531 0.81338028],0.679166666666667,0.6625,0.882599580712788,0.953389830508475,0.945378151260504,0.953781512605042,0.688259109311741,0.752212389380531,0.683192808863494,0.687258687258687,0.700787401574803,0.660128214061738,0.883454734651405,0.889937106918239,0.882599580712788
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82105263 0.90526316 0.84210526 0.82631579 0.85263158],0.55379746835443,0.566455696202532,0.820480404551201,0.993697478991597,0.995789473684211,0.993684210526316,0.631853785900783,0.852112676056338,0.581228751821272,0.685057471264368,0.861271676300578,0.535530943045394,0.83954802259887,0.940506329113924,0.82063195243575
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54225352 0.45774648 0.45774648 0.48591549 0.51408451],0.48728813559322,0.521186440677966,0.798646362098139,0.99438202247191,0.997183098591549,0.994366197183099,0.489451476793249,0.467741935483871,0.488335253456221,0.484018264840183,0.452991452991453,0.52061337355455,0.796232876712329,0.780201342281879,0.798803742813295
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.59895833 0.63541667 0.63541667 0.625      0.640625  ],0.5375,0.565625,0.741875,0.87037037037037,0.88125,0.86875,0.572254335260116,0.603658536585366,0.535803627267042,0.589970501474926,0.625,0.565625,0.750754375377188,0.77363184079602,0.741715417885447
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svd,40,80,120,8, low_bits_4_shifted_2, svd,948,316,316,0.6,0.2,0.2, [0.84210526 0.81052632 0.87368421 0.88421053 0.87234043],0.522151898734177,0.474683544303798,0.771518987341772,0.953091684434968,0.943037974683544,0.953586497890296,0.601583113456464,0.658959537572254,0.507801447107805,0.520231213872832,0.608108108108108,0.482625482625483,0.782922429344558,0.818867924528302,0.771217401754597
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.45378151 0.5210084  0.53781513 0.5210084  0.52118644],0.477777777777778,0.488888888888889,0.801362683438155,0.994102780117944,0.993265993265993,0.994107744107744,0.456647398843931,0.446327683615819,0.477262202463647,0.5,0.502732240437158,0.4886542558118,0.800631246712257,0.79769392033543,0.801362683438155
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154,8, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.41578947 0.44736842 0.45789474 0.48421053 0.49468085],0.522151898734177,0.518987341772152,0.808227848101266,1,1,1,0.53822629969419,0.533333333333333,0.521633554083885,0.522012578616352,0.525316455696203,0.518987341772152,0.809792843691149,0.809284818067754,0.808218398816763
svm_model_N16_B142_E158_nb_zones_6_lab_svd,16,142,158,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.65972222 0.76388889 0.67605634 0.75352113 0.6971831 ],0.579831932773109,0.621848739495798,0.826890756302521,0.977591036414566,0.977591036414566,0.977591036414566,0.579831932773109,0.610619469026549,0.581309734513274,0.594594594594595,0.568965517241379,0.620548332391182,0.824531516183986,0.825938566552901,0.826876568044662
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63445378 0.63865546 0.69747899 0.67647059 0.60504202],0.632311977715877,0.598885793871866,0.649895178197065,0.637037037037037,0.578151260504202,0.670588235294118,0.666666666666667,0.694736842105263,0.628433509810028,0.608695652173913,0.662721893491124,0.60241357832451,0.637744034707158,0.616352201257862,0.649895178197065
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svd,8,146,154,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.59583333 0.6875     0.64285714 0.67226891 0.64705882],0.512605042016807,0.532212885154062,0.74895178197065,0.882051282051282,0.864321608040201,0.884422110552764,0.479041916167665,0.46242774566474,0.511105177180196,0.542465753424658,0.538043478260869,0.532027519477256,0.743713215623328,0.728511530398323,0.74895178197065
ensemble_model_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7125     0.61764706 0.65966387 0.65966387 0.72689076],0.64804469273743,0.600558659217877,0.814465408805031,0.928989139515455,0.932885906040268,0.928691275167785,0.678571428571429,0.711229946524064,0.645088657472558,0.634271099744245,0.725146198830409,0.605888607436595,0.821212121212121,0.852201257861635,0.814465408805031
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,960,320,320,0.6,0.2,0.2, [0.49479167 0.515625   0.55208333 0.47395833 0.46354167],0.515625,0.51875,0.801875,0.99163179916318,0.9875,0.991666666666667,0.507936507936508,0.512820512820513,0.515556597873671,0.51875,0.51875,0.51875,0.800754242614708,0.800251256281407,0.801866921673042
svm_model_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.78947368 0.80526316 0.81052632 0.82631579 0.78191489],0.651898734177215,0.693037974683544,0.809493670886076,0.899357601713062,0.886075949367089,0.90084388185654,0.666666666666667,0.700636942675159,0.65220526379041,0.718840579710145,0.760736196319018,0.690825614499379,0.812927284027346,0.82367758186398,0.809421488133008
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.73776224 0.77622378 0.75174825 0.8006993  0.72535211],0.570833333333333,0.608333333333333,0.857442348008386,0.947515745276417,0.948179271708683,0.947478991596639,0.602316602316602,0.634146341463415,0.569209922868459,0.598290598290598,0.598290598290598,0.608088388576194,0.858480749219563,0.864779874213837,0.857442348008386
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.63333333 0.68333333 0.62605042 0.6512605  0.6302521 ],0.521008403361345,0.49859943977591,0.798218029350105,0.971050454921423,0.983249581239531,0.970686767169179,0.583941605839416,0.652173913043478,0.516838401608444,0.568674698795181,0.682080924855491,0.504083940688615,0.810810810810811,0.864779874213837,0.798218029350105
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.69166667 0.7375     0.75630252 0.72689076 0.71848739],0.53781512605042,0.526610644257703,0.819706498951782,0.991652754590985,0.994974874371859,0.991624790619766,0.571428571428571,0.632183908045977,0.540135669869983,0.5785536159601,0.633879781420765,0.523836442434521,0.826612903225806,0.859538784067086,0.819706498951782
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.65277778 0.66666667 0.65277778 0.67361111 0.63194444],0.6375,0.645833333333333,0.6575,0.672153635116598,0.680555555555556,0.668055555555556,0.595348837209302,0.53781512605042,0.636676158066532,0.58128078817734,0.531531531531532,0.63785878902158,0.641673931996513,0.623728813559322,0.656946373992776
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,1200,400,400,0.6,0.2,0.2, [0.60833333 0.675      0.64583333 0.64583333 0.60833333],0.542372881355932,0.564971751412429,0.801362683438155,0.947717842323651,0.951666666666667,0.9475,0.588832487309645,0.627027027027027,0.538365584519431,0.56,0.579881656804734,0.565616504078042,0.805541303232427,0.822851153039832,0.801362683438155
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82352941 0.77310924 0.81512605 0.7605042  0.79411765],0.576601671309192,0.604456824512535,0.833857442348008,0.980524978831499,0.973109243697479,0.980672268907563,0.612244897959184,0.666666666666667,0.576350093109869,0.624338624338624,0.659217877094972,0.604608938547486,0.837519220912352,0.856394129979036,0.833857442348008
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.49479167 0.53645833 0.49473684 0.52105263 0.48421053],0.477987421383648,0.484276729559748,0.792452830188679,1,1,1,0.5,0.532051282051282,0.478988603988604,0.4875,0.527027027027027,0.487042925278219,0.794520547945205,0.816901408450704,0.792875920541792
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.64583333 0.66666667 0.69444444 0.64084507],0.506276150627615,0.523012552301255,0.622909698996655,0.715953307392996,0.768802228412256,0.694986072423398,0.508333333333333,0.516949152542373,0.506408460568707,0.508620689655172,0.508620689655172,0.522603027754415,0.63716814159292,0.66779089376054,0.62328184820697
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.65104167 0.6875     0.73684211 0.66842105 0.68947368],0.525157232704403,0.550314465408805,0.779245283018868,0.938906752411576,0.918238993710692,0.940251572327044,0.517571884984026,0.503105590062112,0.525438145349527,0.56,0.579617834394904,0.550678482414843,0.776575429662635,0.767295597484277,0.779245283018868
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.84453782 0.85714286 0.84453782 0.88235294 0.84745763],0.638888888888889,0.597222222222222,0.830712788259958,0.958833619210978,0.941077441077441,0.95959595959596,0.663212435233161,0.715083798882682,0.639309855242446,0.632911392405063,0.69060773480663,0.596700515448008,0.834103749357987,0.851153039832285,0.830712788259958
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152,10, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.52916667 0.48333333 0.49583333 0.50416667 0.53333333],0.525423728813559,0.485875706214689,0.814989517819707,0.997497914929108,0.996666666666667,0.9975,0.522727272727273,0.525714285714286,0.525426975259377,0.477011494252874,0.463687150837989,0.486129289704709,0.814112690889942,0.810272536687631,0.814989517819707
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113,10, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5125     0.46666667 0.425      0.50416667 0.50840336],0.487323943661972,0.467605633802817,0.805555555555556,1,1,1,0.461538461538462,0.458823529411765,0.486168521462639,0.490566037735849,0.491891891891892,0.466534181240064,0.805453592029365,0.80503144654088,0.805555555555556
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.7        0.62631579 0.7        0.67894737 0.59473684],0.566455696202532,0.607594936708861,0.781921618204804,0.912863070539419,0.926315789473684,0.911578947368421,0.588588588588589,0.6125,0.565865384615385,0.63953488372093,0.6875,0.606570512820513,0.789762340036563,0.815094339622642,0.781753014792261
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.48601399 0.5        0.57342657 0.54577465],0.55,0.558333333333333,0.880503144654088,0.990196078431373,0.990196078431373,0.990196078431373,0.578125,0.578125,0.547991071428571,0.530973451327434,0.535714285714286,0.556919642857143,0.880628272251309,0.881551362683438,0.880503144654088
ensemble_model_N16_B142_E158_nb_zones_6_lab_svd,16,142,158,6, lab, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.72222222 0.72222222 0.70422535 0.72535211],0.584033613445378,0.600840336134454,0.791107382550335,0.923076923076923,0.921787709497207,0.923184357541899,0.592592592592593,0.59504132231405,0.583845447481811,0.592274678111588,0.605263157894737,0.601018675721562,0.790931989924433,0.794266441821248,0.791123204216133
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.84166667 0.73333333 0.78991597 0.81932773 0.81092437],0.605042016806723,0.599439775910364,0.843815513626834,0.988175675675675,0.979899497487437,0.988274706867672,0.660240963855422,0.756906077348066,0.602884856855851,0.643391521197007,0.732954545454545,0.601283902561527,0.851,0.892033542976939,0.843815513626834
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svd,32,84,116,10, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79583333 0.79583333 0.78333333 0.775      0.78991597],0.597183098591549,0.552112676056338,0.830188679245283,0.981481481481481,0.973288814691152,0.981636060100167,0.610354223433242,0.615384615384615,0.59670964873277,0.578249336870026,0.630057803468208,0.554039890745093,0.832298136645963,0.842767295597484,0.830188679245283
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.81578947 0.78947368 0.83684211 0.77894737 0.73404255],0.474683544303798,0.55379746835443,0.731012658227848,0.870044052863436,0.833333333333333,0.875527426160338,0.48125,0.493589743589744,0.474919871794872,0.552380952380952,0.54375,0.553926282051282,0.724562540505509,0.707594936708861,0.731012658227848
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.7394958  0.63865546 0.68487395 0.70588235 0.62711864],0.547222222222222,0.583333333333333,0.788259958071279,0.924355777223608,0.936026936026936,0.923400673400673,0.578811369509044,0.592592592592593,0.544834307992203,0.598930481283422,0.654970760233918,0.586744639376218,0.794297352342159,0.817610062893082,0.788259958071279
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.875      0.84895833 0.84210526 0.9        0.87894737],0.575471698113208,0.547169811320755,0.815723270440252,0.985200845665962,0.976939203354298,0.985324947589098,0.568690095846645,0.57051282051282,0.575379867046534,0.526315789473684,0.496894409937888,0.547810262293785,0.812539987204095,0.799748110831234,0.81570320114426
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdne,26,87,113,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7625     0.77916667 0.75416667 0.81512605 0.7605042 ],0.573033707865169,0.497191011235955,0.805555555555556,0.965753424657534,0.94314381270903,0.966555183946488,0.606217616580311,0.635869565217391,0.570841759352882,0.522666666666667,0.569767441860465,0.499557633973711,0.807672369103162,0.816561844863732,0.805555555555555
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.63541667 0.61458333 0.63020833 0.68947368],0.561128526645768,0.58307210031348,0.629072681704261,0.660998937300744,0.649269311064718,0.667014613778706,0.567901234567901,0.585987261146497,0.561512149091767,0.598187311178248,0.6,0.582467532467532,0.629072681704261,0.626716604244694,0.629081572562599
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.47368421 0.46842105 0.42105263 0.53684211 0.52105263],0.531645569620253,0.522151898734177,0.807838179519595,0.994731296101159,0.993684210526316,0.994736842105263,0.540372670807453,0.530487804878049,0.531691270860077,0.517571884984026,0.54,0.523012048192771,0.808080808080808,0.811153358681876,0.807846540627193
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.65277778 0.625      0.68309859 0.59859155],0.558823529411765,0.588235294117647,0.787751677852349,0.931880108991826,0.955307262569832,0.930167597765363,0.560669456066946,0.558333333333333,0.558827683615819,0.588235294117647,0.598290598290598,0.588401497492407,0.791081750619323,0.805042016806723,0.787780639894149
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.61458333 0.63020833 0.671875   0.67708333 0.65263158],0.507836990595611,0.54858934169279,0.768170426065163,0.927597061909759,0.922755741127349,0.927974947807933,0.534124629080119,0.580645161290323,0.509834775767112,0.558282208588957,0.56875,0.548525943396226,0.771039603960396,0.78463476070529,0.768252542447408
svm_model_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.54166667 0.525      0.57563025 0.52941176 0.50840336],0.546218487394958,0.492997198879552,0.562893081761006,0.582127659574468,0.57286432160804,0.588777219430486,0.517857142857143,0.508771929824561,0.544708545557442,0.459701492537313,0.413978494623656,0.496462931522354,0.548212351029252,0.530398322851153,0.562893081761006
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.84895833 0.83854167 0.91052632 0.86842105 0.84736842],0.632075471698113,0.628930817610063,0.847169811320755,0.991578947368421,0.987421383647799,0.991614255765199,0.674094707520891,0.707602339181287,0.625910013128058,0.658959537572254,0.745098039215686,0.633155080213904,0.853172205438066,0.881398252184769,0.846909518994793
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.675      0.66666667 0.7394958  0.72268908 0.7394958 ],0.529411764705882,0.535014005602241,0.74685534591195,0.870322019147084,0.837520938023451,0.875209380234506,0.5625,0.596685082872928,0.5284561778001,0.543956043956044,0.5625,0.53539364640884,0.745387453874539,0.741090146750524,0.74685534591195
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.66386555 0.63865546 0.70588235 0.67647059],0.545961002785515,0.545961002785515,0.795073375262054,0.944301628106255,0.926050420168067,0.945378151260504,0.535612535612536,0.510869565217391,0.546863354037267,0.521994134897361,0.508571428571429,0.545046583850932,0.789671866594943,0.769392033542977,0.795073375262055
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.76470588 0.87394958 0.80672269 0.77310924 0.81779661],0.563888888888889,0.538888888888889,0.817085953878407,0.977739726027397,0.961279461279461,0.978114478114478,0.572207084468665,0.617647058823529,0.56671826625387,0.591133004926108,0.631578947368421,0.53343653250774,0.820195775373519,0.834381551362683,0.817085953878407
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.65966387 0.64705882 0.63865546 0.6092437  0.63559322],0.516666666666667,0.577777777777778,0.808176100628931,0.966216216216216,0.962962962962963,0.966329966329966,0.51123595505618,0.529069767441861,0.517194458189015,0.568181818181818,0.531914893617021,0.579910935180604,0.806553911205074,0.79979035639413,0.808176100628931
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.64705882 0.68487395 0.64705882 0.63445378 0.74152542],0.575,0.594444444444444,0.768867924528302,0.882838283828383,0.900673400673401,0.88047138047138,0.654627539503386,0.810055865921788,0.576298651192938,0.674107142857143,0.834254143646409,0.593104725454489,0.790299572039943,0.871069182389937,0.768867924528302
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.70833333 0.68055556 0.6971831  0.62676056 0.62676056],0.621848739495798,0.61344537815126,0.812605042016807,0.942817294281729,0.946778711484594,0.942577030812325,0.637096774193549,0.647540983606557,0.621184284906727,0.648854961832061,0.69672131147541,0.611291690220464,0.818255908720456,0.835274542429285,0.812374113319905
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdne,16,92,108,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.72222222 0.77083333 0.71328671 0.70629371 0.6958042 ],0.607594936708861,0.607594936708861,0.893605870020964,0.988120195667366,0.9860529986053,0.988145048814505,0.626506024096385,0.690265486725664,0.611261775620896,0.64367816091954,0.67741935483871,0.604196403083072,0.895414734672849,0.910901467505241,0.893605870020964
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svd,40,80,120,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.79473684 0.86315789 0.84210526 0.83157895 0.85263158],0.518987341772152,0.579113924050633,0.815423514538559,0.992608236536431,0.989473684210526,0.992631578947368,0.580110497237569,0.652173913043478,0.5164095371669,0.621082621082621,0.736486486486487,0.588481338481338,0.824096385542169,0.872448979591837,0.815923737916219
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svd,16,142,158, zones, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79861111 0.76388889 0.75       0.77777778 0.79577465],0.615062761506276,0.585774058577406,0.800167224080268,0.930635838150289,0.896935933147632,0.933147632311978,0.610169491525424,0.620689655172414,0.615222876366695,0.575107296137339,0.553719008264463,0.586181538030537,0.794142980189492,0.773489932885906,0.800078299776286
ensemble_model_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120,8, lab, svdne,948,316,316,0.6,0.2,0.2, [0.83157895 0.82631579 0.88947368 0.83157895 0.80851064],0.664556962025316,0.661392405063291,0.85,0.974358974358974,0.962025316455696,0.974683544303797,0.67283950617284,0.717105263157895,0.66647946084724,0.69164265129683,0.710059171597633,0.657750674234191,0.852520224019913,0.861635220125786,0.84992589031767
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.47395833 0.49479167 0.5        0.52631579],0.5,0.481132075471698,0.792085427135678,0.992654774396642,0.989539748953975,0.992677824267783,0.501567398119122,0.49079754601227,0.500237482683554,0.482758620689655,0.487341772151899,0.481170886075949,0.791954745443118,0.788485607008761,0.792099045622918
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svd,8,146,154,10, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.675      0.6375     0.62916667 0.6875     0.69327731],0.552112676056338,0.569014084507042,0.805555555555556,0.950461796809404,0.944908180300501,0.950751252086811,0.582677165354331,0.627118644067797,0.552323366977719,0.594164456233422,0.629213483146067,0.568844029708627,0.809645972293484,0.827044025157233,0.805555555555556
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.61666667 0.66666667 0.65966387 0.59243697 0.57983193],0.554621848739496,0.543417366946779,0.598008385744235,0.670126019273536,0.757118927973199,0.627303182579565,0.559556786703601,0.548913043478261,0.554803342548379,0.545961002785515,0.566473988439306,0.544106559437044,0.629289511841469,0.682389937106918,0.598008385744235
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.4375     0.4965035  0.51398601 0.51398601 0.46153846],0.441176470588235,0.487394957983193,0.866352201257862,1,1,1,0.443514644351464,0.449152542372881,0.441242937853107,0.478632478632479,0.466666666666667,0.487570621468927,0.866141732283465,0.864779874213837,0.866352201257862
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6375     0.63445378 0.63865546 0.63445378 0.67226891],0.567039106145251,0.477653631284916,0.724842767295598,0.846861924686193,0.848993288590604,0.846476510067114,0.553314121037464,0.551724137931034,0.566622938530735,0.473239436619718,0.456521739130435,0.478260869565217,0.723247232472325,0.719077568134172,0.724842767295598
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.66901408 0.66197183 0.67605634 0.62676056],0.538135593220339,0.508474576271186,0.745346869712352,0.894150417827298,0.904225352112676,0.892957746478873,0.483412322274882,0.455357142857143,0.534130184331797,0.508474576271187,0.530973451327434,0.509389164688107,0.741630901287554,0.744827586206897,0.745337381143315
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.72083333 0.6875     0.68907563 0.69327731 0.70588235],0.602240896358543,0.588235294117647,0.688155136268344,0.728723404255319,0.688442211055276,0.743718592964824,0.582352941176471,0.5625,0.601691988950276,0.581196581196581,0.56353591160221,0.588586137619287,0.672897196261682,0.641509433962264,0.688155136268344
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.63541667 0.64583333 0.66315789 0.67894737],0.584905660377358,0.559748427672956,0.655150753768844,0.716479017400205,0.732217573221757,0.710251046025105,0.535211267605634,0.487179487179487,0.58309591642925,0.533333333333333,0.481927710843373,0.563332276474318,0.648302370275464,0.6325,0.655265151515151
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152,8, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.6875     0.61979167 0.55208333 0.65104167 0.609375  ],0.56875,0.603125,0.773125,0.901803607214429,0.9375,0.897916666666667,0.574074074074074,0.628378378378378,0.572910119421747,0.663129973474801,0.714285714285714,0.591625615763547,0.786344908769865,0.831880448318804,0.772903837710218
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.51748252 0.48251748 0.47552448 0.45070423],0.508333333333333,0.495833333333333,0.871593291404612,0.995804195804196,0.997198879551821,0.995798319327731,0.528,0.481751824817518,0.512720572602934,0.437209302325581,0.45631067961165,0.490929062433562,0.870712401055409,0.864779874213837,0.871593291404612
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.7027972  0.6993007  0.73076923 0.70979021 0.74125874],0.564853556485356,0.631799163179916,0.888364779874214,0.985221674876847,0.979020979020979,0.985314685314686,0.543859649122807,0.548672566371681,0.56401882286838,0.617391304347826,0.563492063492063,0.635728332630988,0.886641830761043,0.873165618448637,0.888364779874214
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.55833333 0.5875     0.60084034 0.59243697 0.57142857],0.565826330532213,0.49859943977591,0.824423480083857,0.999161777032691,0.998324958123953,0.999162479061976,0.607594936708861,0.662983425414365,0.564446258161728,0.553615960099751,0.630681818181818,0.500423782019086,0.831573655103067,0.866876310272536,0.824423480083857
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.57916667 0.50416667 0.5        0.49579832 0.48739496],0.491573033707865,0.497191011235955,0.805555555555556,0.990794979079498,0.989966555183946,0.990802675585284,0.522427440633245,0.532258064516129,0.48965844402277,0.462462462462463,0.452941176470588,0.495287792536369,0.805453592029365,0.80503144654088,0.805555555555556
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.75694444 0.75       0.70833333 0.76388889 0.79166667],0.533333333333333,0.558333333333333,0.7725,0.922644163150492,0.911111111111111,0.923611111111111,0.575757575757576,0.584615384615385,0.528671328671329,0.592307692307692,0.652542372881356,0.559877743817727,0.778947368421053,0.791118421052632,0.772248399715505
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svd,26,87,113, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.81468531 0.79370629 0.81468531 0.78671329 0.82746479],0.541666666666667,0.641666666666667,0.859014675052411,0.94826364280652,0.936974789915966,0.948879551820728,0.563492063492063,0.62280701754386,0.545530492898914,0.688405797101449,0.753968253968254,0.635756056808688,0.861268695203713,0.875262054507338,0.859014675052411
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.825      0.775      0.81512605 0.82773109 0.77310924],0.630252100840336,0.669467787114846,0.842767295597484,0.957983193277311,0.954773869346734,0.958123953098827,0.625,0.64327485380117,0.630777211846821,0.684491978609626,0.688172043010753,0.668647425014148,0.843423799582464,0.846960167714885,0.842767295597484
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.77083333 0.76041667 0.74210526 0.79473684 0.74210526],0.525157232704403,0.465408805031447,0.79748427672956,0.998950682056663,0.9979035639413,0.99895178197065,0.57703081232493,0.673202614379085,0.530540701128937,0.557291666666667,0.652439024390244,0.459336395312005,0.809917355371901,0.863979848866499,0.797567813880486
svm_model_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.47887324 0.54225352 0.47183099 0.51408451 0.52112676],0.533898305084746,0.457627118644068,0.769035532994924,0.950071326676177,0.938028169014084,0.950704225352113,0.533898305084746,0.552631578947368,0.53451251078516,0.407407407407407,0.415094339622642,0.453701015965167,0.763226366001734,0.765217391304348,0.768934890050856
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.890625   0.85416667 0.85263158 0.81052632 0.85263158],0.60062893081761,0.610062893081761,0.823270440251572,0.968287526427061,0.960167714884696,0.968553459119497,0.652054794520548,0.772727272727273,0.605875831485587,0.66304347826087,0.726190476190476,0.603095238095238,0.832638475282907,0.874843554443054,0.823009640685497
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.72377622 0.75174825 0.77272727 0.78321678 0.77464789],0.6625,0.629166666666667,0.870545073375262,0.946191474493361,0.948179271708683,0.946078431372549,0.684824902723735,0.752136752136752,0.664686262247238,0.671586715867159,0.739837398373984,0.626328955597248,0.873915262889229,0.89727463312369,0.870545073375262
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.71666667 0.75       0.76890756 0.74369748 0.72268908],0.53781512605042,0.557422969187675,0.830712788259958,1,1,1,0.53257790368272,0.552941176470588,0.538502673796792,0.579787234042553,0.582887700534759,0.556149732620321,0.832033281331253,0.838574423480084,0.830712788259958
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.65       0.625      0.65966387 0.71848739 0.71848739],0.633053221288515,0.57703081232493,0.799266247379455,0.914623837700761,0.906197654941374,0.915410385259631,0.620289855072464,0.611428571428571,0.632637362637363,0.572237960339943,0.554945054945055,0.577472527472527,0.79638490164806,0.785115303983228,0.799266247379455
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82773109 0.77310924 0.81512605 0.8487395  0.79831933],0.662952646239554,0.662952646239554,0.85272536687631,0.966808510638298,0.954621848739496,0.967226890756302,0.68733850129199,0.711229946524064,0.660847531401567,0.680738786279683,0.75,0.66644385026738,0.855229263266357,0.870020964360587,0.85272536687631
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.625      0.61458333 0.578125   0.625      0.58421053],0.523510971786834,0.567398119122257,0.652255639097744,0.714747039827772,0.693110647181628,0.723382045929019,0.482993197278912,0.446540880503145,0.523270440251572,0.543046357615894,0.518987341772152,0.566947087035144,0.636065573770492,0.60929648241206,0.65214824120603
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.921875   0.86458333 0.88421053 0.91578947 0.87368421],0.638364779874214,0.635220125786163,0.848427672955975,0.989473684210526,0.985324947589098,0.989517819706499,0.67966573816156,0.767295597484277,0.638364779874214,0.670454545454545,0.746835443037975,0.635917721518987,0.854906682721252,0.894206549118388,0.848485184106933
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.72395833 0.67368421 0.72105263 0.67368421 0.68947368],0.498422712933754,0.583596214511041,0.812105926860025,0.992623814541623,0.989495798319328,0.992647058823529,0.504672897196262,0.525974025974026,0.499183332005418,0.602409638554217,0.628930817610063,0.583452750577183,0.81398252184769,0.826362484157161,0.812177477963148
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.8375     0.79166667 0.83193277 0.81932773 0.84453782],0.588235294117647,0.607843137254902,0.839622641509434,0.983939137785292,0.974874371859296,0.984087102177554,0.625954198473282,0.706896551724138,0.591153193894856,0.665071770334928,0.759562841530055,0.60391935179951,0.84653961885657,0.884696016771489,0.839622641509434
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.78421053 0.82631579 0.85789474 0.81578947 0.83157895],0.506329113924051,0.490506329113924,0.799620733249052,1,1,1,0.587301587301587,0.69811320754717,0.505107559187598,0.590330788804071,0.698795180722892,0.479397590361446,0.815804764671702,0.8775,0.79872442455243
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.75       0.74468085 0.80851064 0.77659574],0.594936708860759,0.493670886075949,0.69746835443038,0.810379241516966,0.856540084388186,0.79957805907173,0.692307692307692,0.782608695652174,0.557971014492754,0.583333333333333,0.717948717948718,0.496474358974359,0.734739178690344,0.813267813267813,0.693840172952444
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,1194,398,398,0.6,0.2,0.2, [0.77916667 0.8125     0.79831933 0.80672269 0.84453782],0.526610644257703,0.568627450980392,0.813417190775681,0.972245584524811,0.968174204355109,0.972361809045226,0.507288629737609,0.491525423728814,0.526318267419962,0.583783783783784,0.6,0.568361581920904,0.812828601472135,0.810272536687631,0.813417190775681
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.64236111 0.66319444 0.64930556 0.625      0.67832168],0.497872340425532,0.548936170212766,0.683962264150943,0.724363636363636,0.692628650904033,0.73643949930459,0.473214285714286,0.449152542372881,0.498080544690714,0.543103448275862,0.538461538461538,0.548891786179922,0.670671764063353,0.643605870020964,0.683962264150943
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.81770833 0.80729167 0.83684211 0.85789474 0.84210526],0.632075471698113,0.628930817610063,0.832704402515723,0.967402733964248,0.964360587002096,0.967505241090147,0.650746268656716,0.731543624161074,0.637961161192963,0.642424242424242,0.69281045751634,0.631253713606655,0.83539603960396,0.866495507060334,0.833371058092436
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.7        0.60416667 0.69747899 0.61344538 0.63445378],0.630252100840336,0.686274509803922,0.679769392033543,0.711704634721131,0.758793969849246,0.692629815745393,0.627118644067797,0.634285714285714,0.63032967032967,0.702127659574468,0.725274725274725,0.685494505494505,0.694957563654518,0.729559748427673,0.679769392033543
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.65416667 0.65416667 0.6092437  0.63865546 0.68067227],0.588235294117647,0.610644257703081,0.79979035639413,0.920133111480865,0.926298157453936,0.919597989949749,0.558558558558558,0.53448275862069,0.586913510457886,0.635170603674541,0.66120218579235,0.609336725080083,0.80062630480167,0.80398322851153,0.79979035639413
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.78991597 0.78151261 0.74789916 0.75630252 0.74369748],0.534818941504178,0.534818941504178,0.807651991614256,0.971818958155423,0.956302521008403,0.972268907563025,0.605200945626478,0.699453551912568,0.531544957774466,0.58968058968059,0.681818181818182,0.537630402384501,0.816591704147926,0.856394129979036,0.807651991614256
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svd,4,148,152,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.62937063 0.57692308 0.67482517 0.6443662 ],0.520833333333333,0.591666666666667,0.689203354297694,0.712121212121212,0.658263305322129,0.733893557422969,0.51063829787234,0.5,0.520833333333333,0.566371681415929,0.533333333333333,0.591666666666667,0.667040988208871,0.622641509433962,0.689203354297694
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.625      0.59895833 0.62105263 0.64210526 0.62105263],0.584905660377358,0.522012578616352,0.767924528301887,0.911734164070613,0.920335429769392,0.910901467505241,0.629213483146067,0.674698795180723,0.58077045022194,0.577777777777778,0.65,0.52120253164557,0.780226325193568,0.815691158156912,0.767438971708697
ensemble_model_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.53781513 0.51680672 0.49159664 0.44537815 0.48739496],0.504178272980501,0.520891364902507,0.816037735849057,0.999160369437448,1,0.999159663865546,0.491428571428571,0.48314606741573,0.504003972934385,0.51685393258427,0.50828729281768,0.52099757899311,0.814971006852926,0.810272536687631,0.816037735849057
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.67708333 0.61458333 0.67708333 0.71052632],0.570532915360501,0.570532915360501,0.645989974937343,0.708708708708709,0.739039665970772,0.696242171189979,0.48689138576779,0.442176870748299,0.561204714443917,0.538720538720539,0.481927710843373,0.57429718875502,0.638515674984005,0.630050505050505,0.645871023669531
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.68067227 0.58403361 0.72689076 0.67647059],0.543175487465181,0.557103064066852,0.764150943396226,0.894954507857734,0.909243697478992,0.89327731092437,0.575129533678757,0.630681818181818,0.544849105812221,0.607407407407407,0.672131147540984,0.554815573770492,0.775,0.812368972746331,0.764150943396226
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.6875     0.57894737 0.71052632 0.70526316],0.509433962264151,0.59748427672956,0.777987421383648,0.927291886195996,0.922431865828092,0.927672955974843,0.538461538461538,0.558282208588957,0.508173362358995,0.607361963190184,0.647058823529412,0.599286987522282,0.781153130812151,0.794451450189155,0.778028736386924
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5375     0.5375     0.47478992 0.51680672 0.51260504],0.49859943977591,0.448179271708684,0.799266247379455,0.994161801501251,0.998324958123953,0.994137353433836,0.484149855907781,0.474576271186441,0.498399246704331,0.46900269541779,0.483333333333333,0.447881355932203,0.800208659363589,0.80398322851153,0.799266247379455
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.65277778 0.56944444 0.62237762 0.56643357 0.62587413],0.531645569620253,0.548523206751055,0.766247379454927,0.837606837606838,0.820083682008368,0.841004184100419,0.54320987654321,0.540983606557377,0.53136136849608,0.552301255230126,0.573913043478261,0.549251603706344,0.763520678685048,0.754716981132076,0.766247379454927
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70833333 0.65546218 0.68067227 0.6512605  0.63445378],0.603351955307263,0.539106145251397,0.791928721174004,0.925496688741722,0.937919463087248,0.924496644295302,0.630208333333333,0.679775280898876,0.603776529338327,0.588528678304239,0.655555555555556,0.538451935081149,0.80080280983442,0.836477987421384,0.791928721174004
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.75630252 0.78991597 0.79831933 0.77731092 0.79661017],0.627777777777778,0.552777777777778,0.824423480083857,0.965811965811966,0.951178451178451,0.966329966329966,0.643617021276596,0.679775280898876,0.628349178910977,0.570666666666667,0.587912087912088,0.552383010248179,0.825611660593441,0.831236897274633,0.824423480083857
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.76470588 0.75210084 0.69327731 0.6512605  0.69747899],0.49025069637883,0.493036211699164,0.784067085953878,0.960270498732037,0.954621848739496,0.960504201680672,0.517150395778364,0.521276595744681,0.488708473310937,0.533333333333333,0.608187134502924,0.498242503421675,0.788934426229508,0.807127882599581,0.784067085953878
ensemble_model_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.51388889 0.48611111 0.5        0.53472222 0.5625    ],0.479166666666667,0.55,0.805833333333333,1,1,1,0.458874458874459,0.452991452991453,0.47852824682093,0.542372881355932,0.533333333333333,0.55,0.803706823925863,0.798994974874372,0.805799311649458
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.70833333 0.69791667 0.72916667 0.6875    ],0.5875,0.63125,0.82,0.960498960498961,0.9625,0.960416666666667,0.637362637362637,0.716049382716049,0.585872792623847,0.654970760233918,0.708860759493671,0.632208157524613,0.827338129496403,0.8625,0.82
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152,10, low_bits_4, svdne,1200,400,400,0.6,0.2,0.2, [0.65416667 0.67916667 0.6625     0.63333333 0.58333333],0.573446327683616,0.576271186440678,0.64727463312369,0.687919463087248,0.683333333333333,0.69,0.572237960339943,0.587209302325581,0.573824431382571,0.601063829787234,0.620879120879121,0.574974444160491,0.64966163456533,0.654088050314465,0.64727463312369
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.57983193 0.56302521 0.56722689 0.58403361 0.55932203],0.575,0.563888888888889,0.831236897274633,0.989915966386554,0.991582491582492,0.98989898989899,0.511182108626198,0.437158469945355,0.57733629711957,0.491909385113269,0.429378531073446,0.561683801055849,0.822295805739514,0.780922431865828,0.831236897274633
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.67083333 0.69747899 0.68487395 0.72689076 0.67647059],0.491620111731844,0.513966480446927,0.779874213836478,0.945299145299145,0.927852348993289,0.946308724832215,0.455089820359282,0.436781609195402,0.490129935032484,0.491228070175439,0.456521739130435,0.515617191404298,0.772481040086674,0.747379454926625,0.779874213836478
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,1434,478,478,0.6,0.2,0.2, [0.74652778 0.72916667 0.71328671 0.72727273 0.73076923],0.578059071729958,0.523206751054852,0.862159329140461,0.964936886395512,0.959553695955369,0.96513249651325,0.586776859504132,0.559055118110236,0.579527559055118,0.48868778280543,0.490909090909091,0.521045096635648,0.860772895712017,0.852201257861635,0.862159329140461
svm_model_N4_B148_E152_nb_zones_12_lab_svd,4,148,152,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.66433566 0.70629371 0.72727273 0.66433566 0.6584507 ],0.679166666666667,0.616666666666667,0.689203354297694,0.716577540106952,0.750700280112045,0.703081232492997,0.724014336917563,0.821138211382114,0.675526370648322,0.671428571428571,0.803418803418803,0.621221596831353,0.711435523114355,0.766247379454927,0.689203354297694
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.6875     0.69270833 0.625      0.65104167 0.62631579],0.54858934169279,0.495297805642633,0.768796992481203,0.933194154488518,0.933194154488518,0.933194154488518,0.48936170212766,0.472602739726027,0.542659751365904,0.472131147540984,0.431137724550898,0.498463599117554,0.761165048543689,0.742424242424242,0.768600180913614
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.80208333 0.75       0.80851064 0.70212766 0.76595745],0.550632911392405,0.531645569620253,0.782278481012658,0.941935483870968,0.924050632911392,0.943037974683544,0.466165413533835,0.449275362318841,0.539244422732454,0.54320987654321,0.530120481927711,0.531726907630522,0.773684210526316,0.755784061696658,0.781882055785985
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.63865546 0.66386555 0.72268908 0.62184874 0.62288136],0.619444444444444,0.563888888888889,0.788784067085954,0.90954356846473,0.922558922558923,0.908249158249158,0.628726287262873,0.627027027027027,0.619227799227799,0.587926509186352,0.64,0.565945945945946,0.79386189258312,0.813417190775681,0.788784067085954
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64736842 0.66842105 0.71052632 0.65789474 0.71578947],0.610759493670886,0.64873417721519,0.695322376738306,0.743271221532091,0.755789473684211,0.738947368421053,0.60952380952381,0.671328671328671,0.616011156473584,0.666666666666667,0.685185185185185,0.647787397787398,0.701363073110285,0.725641025641026,0.695738218556174
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.69270833 0.82291667 0.765625   0.79166667 0.66145833],0.53125,0.578125,0.800625,0.964360587002096,0.958333333333333,0.964583333333334,0.550898203592814,0.585987261146497,0.53225743425423,0.551495016611296,0.542483660130719,0.576631051622246,0.799244808055381,0.80379746835443,0.80066416627598
svm_model_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.85       0.82083333 0.88235294 0.87815126 0.82352941],0.683473389355742,0.633053221288515,0.833333333333333,0.937919463087248,0.936348408710218,0.938023450586265,0.716791979949875,0.785714285714286,0.681428571428571,0.670025188916877,0.76,0.635494505494505,0.840040241448692,0.875262054507338,0.833333333333333
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.77368421 0.72631579 0.69473684 0.72105263 0.73684211],0.544303797468354,0.531645569620253,0.792035398230088,0.960342979635584,0.943157894736842,0.961052631578948,0.578947368421053,0.634615384615385,0.545432692307692,0.567251461988304,0.577380952380952,0.528555341055341,0.796536796536796,0.806007509386733,0.791892643582256
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svd,16,142,158,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.80208333 0.79166667 0.76595745 0.77659574],0.518987341772152,0.5,0.72979797979798,0.873661670235546,0.857142857142857,0.876050420168067,0.573033707865169,0.607142857142857,0.513030888030888,0.521212121212121,0.589041095890411,0.506285253827558,0.735802469135802,0.754430379746835,0.729860026145458
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120,8, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.54210526 0.53684211 0.56842105 0.54736842 0.57978723],0.534810126582278,0.518987341772152,0.763291139240506,0.922440537745605,0.940928270042194,0.920886075949367,0.555891238670695,0.541176470588235,0.534286865431104,0.525,0.541935483870968,0.519414946904428,0.76885043263288,0.778473091364205,0.763116187167378
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158, zones, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54929577 0.55633803 0.50704225 0.3943662  0.46478873],0.436440677966102,0.466101694915254,0.774957698815567,0.990126939351199,0.988732394366197,0.990140845070422,0.457142857142857,0.482758620689655,0.437212643678161,0.483606557377049,0.472,0.46572972972973,0.7779632721202,0.781879194630873,0.774898641684037
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svdn,16,142,158,4, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.53125    0.5        0.51041667 0.53191489],0.50314465408805,0.49685534591195,0.560301507537688,0.558891454965358,0.506276150627615,0.600418410041841,0.50314465408805,0.425531914893617,0.520458265139116,0.411764705882353,0.368421052631579,0.49143944197844,0.519230769230769,0.462102689486553,0.563092688412527
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.625      0.65104167 0.61578947 0.7        0.63157895],0.547169811320755,0.575471698113208,0.788050314465409,0.940329218106996,0.958071278825996,0.939203354297694,0.588571428571429,0.64375,0.546558544303797,0.608695652173913,0.644171779141104,0.573698792796358,0.797840431913617,0.83125,0.787776898734177
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.640625   0.69270833 0.65263158 0.66315789 0.67368421],0.60377358490566,0.584905660377358,0.814465408805031,0.960929250263992,0.953878406708595,0.961215932914046,0.653846153846154,0.739130434782609,0.602049293824425,0.643243243243243,0.734567901234568,0.582027540360874,0.824509220701963,0.86625,0.814137658227848
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.63541667 0.55729167 0.54210526 0.54736842 0.52105263],0.50314465408805,0.544025157232704,0.60251572327044,0.67457962413452,0.714884696016772,0.655136268343815,0.540697674418605,0.615894039735099,0.508545822262759,0.596100278551532,0.652439024390244,0.540505226480836,0.631271878646441,0.683080808080808,0.602818599529126
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svd,16,142,158,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.78125    0.8125     0.83333333 0.81914894],0.490566037735849,0.528301886792453,0.777638190954774,0.955414012738854,0.941422594142259,0.956066945606694,0.526315789473684,0.5625,0.490110759493671,0.539877300613497,0.511627906976744,0.529786556228098,0.780124223602484,0.775308641975309,0.777679896435225
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.60416667 0.62152778 0.61888112 0.68531469 0.69230769],0.578059071729958,0.620253164556962,0.648846960167715,0.682959048877147,0.721059972105997,0.665271966527197,0.63768115942029,0.715447154471545,0.572635857937527,0.628099173553719,0.666666666666667,0.621951219512195,0.670275590551181,0.713836477987421,0.648846960167715
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdn,40,80,120,8, low_bits_4_shifted_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.55729167 0.52631579 0.57368421 0.57368421 0.58421053],0.526813880126183,0.482649842271293,0.602774274905422,0.669456066945607,0.672268907563025,0.668067226890756,0.56140350877193,0.596273291925466,0.525700748526835,0.523255813953488,0.545454545454545,0.479964114832536,0.6163215590743,0.630922693266833,0.602451142551784
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68402778 0.71678322 0.71678322 0.74825175 0.75874126],0.558823529411765,0.567226890756302,0.877358490566038,0.981767180925666,0.977653631284916,0.981843575418994,0.541484716157205,0.574074074074074,0.56011396011396,0.586345381526104,0.561538461538462,0.567806267806268,0.877100840336134,0.875262054507338,0.877358490566038
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.75833333 0.73333333 0.70168067 0.72689076 0.67226891],0.484593837535014,0.549019607843137,0.818658280922432,0.999161777032691,0.998324958123953,0.999162479061976,0.508021390374332,0.521978021978022,0.483846153846154,0.570666666666667,0.611428571428571,0.55021978021978,0.82183316168898,0.836477987421384,0.818658280922432
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svdn,16,142,158,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.45833333 0.375      0.5        0.4375    ],0.5625,0.45625,0.80375,1,1,1,0.5625,0.5625,0.5625,0.431372549019608,0.402439024390244,0.457629768605378,0.802017654476671,0.791044776119403,0.803813845346133
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154,10, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5375     0.47916667 0.5125     0.51666667 0.53361345],0.476056338028169,0.492957746478873,0.564465408805031,0.610878661087866,0.609348914858097,0.611853088480801,0.468571428571429,0.476744186046512,0.476077011056043,0.473684210526316,0.442622950819672,0.494567289363325,0.559618441971383,0.553459119496855,0.564465408805031
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.47202797 0.48251748 0.50699301 0.5       ],0.495833333333333,0.508333333333333,0.870020964360587,0.99370188943317,0.994397759103642,0.993697478991597,0.442396313364055,0.436363636363636,0.491258741258741,0.524193548387097,0.5,0.509090909090909,0.869060190073918,0.862683438155136,0.870020964360587
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.50833333 0.45798319 0.52941176 0.50840336],0.476190476190476,0.535014005602241,0.812368972746331,0.995822890559733,0.998324958123953,0.995812395309883,0.445103857566766,0.433526011560694,0.47491517969339,0.558510638297872,0.570652173913043,0.533881000251319,0.812565445026178,0.813417190775681,0.812368972746331
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.64583333 0.6        0.62184874 0.70588235 0.63445378],0.596638655462185,0.610644257703081,0.633123689727463,0.623306233062331,0.577889447236181,0.650753768844221,0.590909090909091,0.565217391304348,0.597637597386278,0.569659442724458,0.531791907514451,0.608287258105051,0.607182940516274,0.567085953878407,0.633123689727463
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.56770833 0.57291667 0.59473684 0.63684211 0.61052632],0.553459119496855,0.559748427672956,0.755974842767296,0.891170431211499,0.909853249475891,0.888888888888889,0.587209302325581,0.682432432432432,0.561804451510334,0.585798816568047,0.664429530201342,0.565942575751559,0.765700483091787,0.819121447028424,0.757599939200486
svm_model_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158,6, lab, svdne,708,236,236,0.6,0.2,0.2, [0.66197183 0.69014085 0.70422535 0.65492958 0.61428571],0.605932203389831,0.584745762711864,0.729661016949153,0.823691460055096,0.844632768361582,0.819209039548023,0.651685393258427,0.674418604651163,0.598891545316236,0.631578947368421,0.672,0.579243243243243,0.746624305003971,0.773026315789474,0.728296374677954
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.59663866 0.60084034 0.6512605  0.64285714 0.61440678],0.569444444444444,0.541666666666667,0.790356394129979,0.932998324958124,0.937710437710438,0.932659932659933,0.563380281690141,0.543478260869565,0.570034584980237,0.518950437317784,0.505681818181818,0.540884387351779,0.788583509513742,0.781970649895178,0.790356394129979
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,480,160,160,0.6,0.2,0.2, [0.85416667 0.75       0.79166667 0.76041667 0.76041667],0.425,0.54375,0.7475,0.923395445134576,0.929166666666667,0.922916666666667,0.488888888888889,0.594594594594595,0.436832181018228,0.587570621468927,0.732394366197183,0.562826396581738,0.75952380952381,0.828571428571429,0.750430292598967
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdn,8,146,154,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.49579832 0.53781513 0.52941176 0.46218487 0.55084746],0.488888888888889,0.516666666666667,0.513626834381551,0.516949152542373,0.513468013468014,0.52020202020202,0.48314606741573,0.464864864864865,0.48957528957529,0.479041916167665,0.457142857142857,0.515057915057915,0.503743315508021,0.493710691823899,0.513626834381551
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66433566 0.68881119 0.63286713 0.63986014 0.6993007 ],0.523012552301255,0.610878661087866,0.664046121593291,0.672699849170437,0.623776223776224,0.696503496503496,0.491071428571429,0.466101694915254,0.522307045804735,0.586666666666667,0.545454545454545,0.61171032357473,0.63887323943662,0.594339622641509,0.664046121593291
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.76041667 0.76041667 0.74468085 0.72340426 0.81914894],0.588607594936709,0.60126582278481,0.717721518987342,0.803312629399586,0.818565400843882,0.79957805907173,0.628571428571429,0.69620253164557,0.588607594936709,0.64,0.708860759493671,0.60126582278481,0.732292917166867,0.772151898734177,0.717721518987342
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.72916667 0.7972028  0.78671329 0.7972028  0.78671329],0.546218487394958,0.571428571428571,0.824423480083857,0.910394265232975,0.886871508379888,0.912709497206704,0.63265306122449,0.72093023255814,0.530189886921272,0.622222222222222,0.770642201834862,0.58687148851433,0.82899438489025,0.851153039832285,0.824423480083857
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.67916667 0.7        0.73109244 0.67226891 0.68067227],0.61624649859944,0.579831932773109,0.674004192872117,0.729620661824052,0.757118927973199,0.719430485762144,0.656641604010025,0.71195652173913,0.613203694395577,0.61734693877551,0.699421965317919,0.583406634832873,0.693596059113301,0.737945492662474,0.674004192872117
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.5625     0.55416667 0.50840336 0.51680672 0.55462185],0.487394957983193,0.467787114845938,0.594339622641509,0.681998413957177,0.720268006700168,0.664154103852596,0.543640897755611,0.619318181818182,0.489217101958815,0.532019704433498,0.596685082872928,0.465956177800101,0.625725338491296,0.678197064989518,0.594339622641509
svm_model_N40_B80_E120_nb_zones_10_lab_svd,40,80,120,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.875      0.88655462 0.84033613 0.86134454 0.8487395 ],0.656424581005587,0.659217877094972,0.840146750524109,0.949748743718593,0.951342281879195,0.949664429530201,0.683804627249357,0.71505376344086,0.654038509627407,0.699507389162562,0.825581395348837,0.665478869717429,0.846656611362494,0.882599580712788,0.840146750524109
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.70588235 0.61344538 0.65966387 0.69067797],0.613888888888889,0.591666666666667,0.797169811320755,0.916182572614108,0.929292929292929,0.914983164983165,0.669833729216152,0.819767441860465,0.622649678377041,0.669662921348315,0.792553191489362,0.582323107372588,0.81313375181072,0.882599580712788,0.797169811320755
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, [0.61458333 0.51041667 0.5625     0.5        0.57291667],0.5,0.4875,0.79,0.987654320987654,1,0.9875,0.487179487179487,0.5,0.5,0.414285714285714,0.397260273972603,0.4802393323886,0.785166240409207,0.789203084832905,0.789978671370224
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7        0.68333333 0.62916667 0.65       0.71008403],0.549295774647887,0.515492957746479,0.795073375262054,0.950378469301934,0.943238731218698,0.950751252086811,0.576719576719577,0.598901098901099,0.548005462745347,0.532608695652174,0.566473988439306,0.516753477736137,0.797932816537468,0.809224318658281,0.795073375262055
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.65966387 0.67226891 0.71848739 0.72689076 0.70338983],0.597222222222222,0.552777777777778,0.811844863731656,0.955198647506339,0.951178451178451,0.955387205387205,0.623376623376623,0.641711229946524,0.595422088961701,0.579634464751958,0.641618497109826,0.556103366201972,0.815991799077396,0.834381551362683,0.811844863731656
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6875     0.65416667 0.64166667 0.67916667 0.67647059],0.569014084507042,0.535211267605634,0.785639412997903,0.921484037963762,0.891485809682805,0.924040066777963,0.57617728531856,0.565217391304348,0.569158403254513,0.524495677233429,0.532163742690059,0.535103610475464,0.78093197643278,0.764150943396226,0.785639412997903
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55833333 0.525      0.58333333 0.53361345 0.52941176],0.49438202247191,0.542134831460674,0.751572327044025,0.890008396305626,0.88628762541806,0.890468227424749,0.502762430939227,0.514124293785311,0.494492314490421,0.574412532637076,0.614525139664804,0.54172584666856,0.755165289256198,0.766247379454927,0.751572327044025
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdn,32,84,116,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.55042017 0.55882353 0.55042017 0.55042017 0.52118644],0.505555555555556,0.541666666666667,0.578092243186583,0.585278276481149,0.548821548821549,0.611111111111111,0.491428571428571,0.472527472527472,0.505926657612051,0.498480243161094,0.460674157303371,0.540776639091246,0.551031790295594,0.517819706498952,0.578092243186583
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdn,16,142,158,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.53125    0.58510638 0.4893617  0.4893617 ],0.417721518987342,0.474683544303798,0.505063291139241,0.488151658767773,0.434599156118143,0.544303797468354,0.303030303030303,0.266666666666667,0.410441767068273,0.49079754601227,0.421052631578947,0.488304093567251,0.454672245467225,0.4004914004914,0.508339695023768
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.71875    0.79166667 0.81914894 0.74468085 0.80851064],0.544303797468354,0.569620253164557,0.779746835443038,0.926724137931035,0.907172995780591,0.928270042194093,0.586206896551724,0.6375,0.543108974358974,0.575,0.605263157894737,0.570924261874198,0.781954887218045,0.793893129770992,0.779818101409426
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.55416667 0.61666667 0.59243697 0.61764706 0.58823529],0.551820728291317,0.535014005602241,0.761006289308176,0.893964110929853,0.917922948073702,0.891122278056951,0.558011049723757,0.548913043478261,0.551913169137974,0.514619883040936,0.508670520231214,0.534226564463433,0.763730569948187,0.772536687631027,0.761006289308176
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svd,4,148,152,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.65034965 0.63636364 0.61188811 0.64335664 0.62323944],0.583333333333333,0.558333333333333,0.861635220125786,0.959154929577465,0.953781512605042,0.959383753501401,0.519230769230769,0.5,0.575757575757576,0.543103448275862,0.477272727272727,0.567340067340067,0.858064516129032,0.836477987421384,0.861635220125786
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67368421 0.70526316 0.64210526 0.66842105 0.59473684],0.566455696202532,0.620253164556962,0.799620733249052,0.93801652892562,0.95578947368421,0.936842105263158,0.602898550724638,0.688741721854305,0.57164358819988,0.664804469273743,0.712574850299401,0.614676686894667,0.810293237582286,0.853720050441362,0.799483599365168
ensemble_model_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158,6, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75       0.75       0.75694444 0.73611111 0.6971831 ],0.564853556485356,0.602510460251046,0.801839464882943,0.946327683615819,0.933147632311978,0.947075208913649,0.543859649122807,0.543859649122807,0.563929824561404,0.636015325670498,0.6484375,0.598993524774775,0.802005012531328,0.798668885191348,0.801855450999035
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.60416667 0.67708333 0.63157895 0.65789474],0.562893081761006,0.581761006289308,0.77072864321608,0.902208201892744,0.897489539748954,0.902719665271967,0.550161812297735,0.515151515151515,0.564765300059418,0.555183946488294,0.525316455696203,0.581408227848101,0.765875561257216,0.745318352059925,0.770889264525538
svm_model_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113,12, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.56993007 0.57342657 0.58041958 0.56643357 0.55594406],0.581589958158996,0.577405857740586,0.599056603773585,0.635187580853816,0.686713286713287,0.605594405594406,0.583333333333333,0.619469026548672,0.58354403708386,0.61596958174905,0.642857142857143,0.573640960809102,0.626647144948755,0.672955974842767,0.599056603773585
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.66666667 0.70833333 0.75       0.79166667 0.73958333],0.6,0.55625,0.68875,0.729857819905213,0.641666666666667,0.7625,0.536231884057971,0.5,0.593023255813954,0.440944881889764,0.411764705882353,0.537404092071611,0.637554585152838,0.573298429319372,0.683778401262557
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.58391608 0.62937063 0.66433566 0.58041958 0.69014085],0.595833333333333,0.570833333333333,0.871069182389937,0.968232044198895,0.981792717086835,0.967787114845938,0.628352490421456,0.616541353383459,0.593317405663692,0.586345381526104,0.682242990654206,0.581722999086501,0.874361593462717,0.89727463312369,0.871069182389937
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svd,26,87,113,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.78472222 0.76736111 0.8006993  0.79370629 0.75524476],0.565400843881857,0.540084388185654,0.79769392033543,0.877980364656381,0.873082287308229,0.878661087866109,0.516431924882629,0.478260869565217,0.562900926585887,0.543933054393305,0.532786885245902,0.540306486101212,0.794462193823216,0.781970649895178,0.79769392033543
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.64705882 0.64285714 0.70168067 0.65546218 0.68644068],0.536111111111111,0.541666666666667,0.629454926624738,0.708171206225681,0.765993265993266,0.684343434343434,0.58354114713217,0.646408839779006,0.535494922682799,0.584382871536524,0.64804469273743,0.54225439056761,0.660585693710994,0.721174004192872,0.629454926624738
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65034965 0.66083916 0.56993007 0.63986014 0.63636364],0.506276150627615,0.543933054393305,0.85272536687631,0.961810466760962,0.951048951048951,0.962237762237762,0.520325203252032,0.524590163934426,0.505884825556957,0.528138528138528,0.521367521367521,0.543470645929662,0.851401374933897,0.843815513626834,0.85272536687631
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.52083333 0.51578947 0.52105263 0.52631579],0.5,0.540880503144654,0.528930817610063,0.660030627871363,0.90356394129979,0.534591194968553,0.637813211845103,0.89171974522293,0.504866083791589,0.669683257918552,0.902439024390244,0.5291415901172,0.657521719250114,0.901002506265664,0.527521455153034
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.76041667 0.75       0.66666667 0.6875    ],0.64375,0.5625,0.8225,0.968553459119497,0.9625,0.96875,0.677966101694915,0.689655172413793,0.639348134152102,0.597701149425287,0.626506024096386,0.56000625880144,0.828502415458937,0.836585365853659,0.822138836772983
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdn,16,142,158,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.54166667 0.51041667 0.54255319 0.61702128],0.569620253164557,0.525316455696203,0.819444444444444,1,1,1,0.575,0.597402597402597,0.570306236972904,0.489795918367347,0.461538461538462,0.524519230769231,0.817369093231162,0.814249363867684,0.819405383688228
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65       0.64285714 0.67647059 0.67647059 0.65546218],0.589385474860335,0.597765363128492,0.809748427672956,0.939597315436242,0.939597315436242,0.939597315436242,0.616187989556136,0.644808743169399,0.588118657298985,0.595505617977528,0.605714285714286,0.597939110070258,0.812014500258933,0.821802935010482,0.809748427672956
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.56770833 0.63020833 0.53645833 0.578125   0.58421053],0.523510971786834,0.529780564263323,0.81077694235589,1,1,1,0.568181818181818,0.606060606060606,0.520562770562771,0.568965517241379,0.607361963190184,0.528039955954066,0.817852834740651,0.840148698884758,0.810441903308032
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.76573427 0.75874126 0.75174825 0.80769231 0.7972028 ],0.535564853556485,0.548117154811716,0.807127882599581,0.891002194586686,0.851748251748252,0.895804195804196,0.546938775510204,0.582608695652174,0.537272089761571,0.578125,0.596774193548387,0.546213183730715,0.802997858672377,0.786163522012579,0.807127882599581
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.72916667 0.73958333 0.75       0.78125    0.80208333],0.5875,0.53125,0.79875,0.957805907172996,0.945833333333333,0.958333333333333,0.5875,0.61038961038961,0.588327335315287,0.556213017751479,0.594936708860759,0.532036255664948,0.799501867995019,0.810606060606061,0.798867386738674
ensemble_model_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.875      0.86134454 0.82773109 0.83193277 0.83613445],0.639664804469274,0.628491620111732,0.842767295597484,0.967741935483871,0.956375838926174,0.968120805369128,0.689156626506024,0.781420765027322,0.636424668227947,0.682577565632458,0.817142857142857,0.632615144418423,0.850894632206759,0.89727463312369,0.842767295597484
svm_model_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154,10, lab, svdne,1200,400,400,0.6,0.2,0.2, [0.69166667 0.65       0.70416667 0.70833333 0.70416667],0.607344632768362,0.553672316384181,0.705974842767296,0.775127768313458,0.758333333333333,0.78,0.582582582582583,0.580838323353293,0.605927183067021,0.551136363636364,0.518716577540107,0.555765474398796,0.698224852071006,0.680293501048218,0.705974842767296
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.546875   0.46875    0.60416667 0.55208333 0.546875  ],0.55,0.515625,0.5425,0.616474756421612,0.725,0.548958333333333,0.617021276595745,0.716049382716049,0.547898109079544,0.611528822055138,0.782051282051282,0.522123202001251,0.615546218487395,0.734335839598997,0.54297839361496
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158, zones, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.70833333 0.68055556 0.81690141 0.73239437],0.65546218487395,0.651260504201681,0.823825503355705,0.935251798561151,0.907821229050279,0.937150837988827,0.663934426229508,0.704347826086957,0.657051961823966,0.67953667953668,0.727272727272727,0.64996114996115,0.824707846410684,0.831649831649832,0.823851671677759
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.59895833 0.52604167 0.5        0.55729167 0.56315789],0.526645768025078,0.5141065830721,0.808270676691729,1,1,1,0.535384615384615,0.564935064935065,0.527922077922078,0.534534534534535,0.552795031055901,0.513739287679849,0.810643564356436,0.824937027707808,0.808353800636947
ensemble_model_N4_B148_E152_nb_zones_12_lab_svd,4,148,152,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.74125874 0.70629371 0.66783217 0.67605634],0.516666666666667,0.625,0.820230607966457,0.903180212014134,0.894957983193277,0.90406162464986,0.528455284552846,0.524193548387097,0.516407119021135,0.631147540983607,0.663793103448276,0.626251390433815,0.81994750656168,0.818658280922432,0.820230607966457
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5875     0.6125     0.60416667 0.58403361 0.6302521 ],0.564606741573034,0.530898876404494,0.776729559748428,0.914191419141914,0.926421404682274,0.91304347826087,0.588859416445623,0.645348837209302,0.567239635995955,0.561679790026247,0.581521739130435,0.529132962588473,0.783756345177665,0.809224318658281,0.776729559748428
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158,4, low_bits_5, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.40425532 0.53191489 0.5106383  0.5        0.46808511],0.455128205128205,0.525641025641026,0.718670076726343,0.870488322717622,0.872340425531915,0.870212765957447,0.421768707482993,0.430555555555556,0.453373015873016,0.54320987654321,0.536585365853659,0.525049439683586,0.717948717948718,0.719794344473008,0.718675798190702
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdn,40,80,120,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.59375    0.50526316 0.52105263 0.55263158],0.515723270440252,0.509433962264151,0.80503144654088,1,1,1,0.524691358024691,0.544871794871795,0.516263057929725,0.524390243902439,0.5375,0.509256329113924,0.806973848069739,0.817150063051702,0.805061857121836
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.78125    0.83333333 0.85416667 0.73958333 0.77083333],0.49375,0.56875,0.79375,0.968017057569296,0.945833333333333,0.96875,0.490566037735849,0.506493506493506,0.49421060866844,0.576687116564417,0.580246913580247,0.568604469448351,0.791403286978508,0.78643216080402,0.793713592839821
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdn,16,142,158, zones, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.64583333 0.52083333 0.44791667 0.59375    0.51041667],0.5375,0.4375,0.7925,0.995833333333333,0.995833333333333,0.995833333333333,0.574712643678161,0.609756097560976,0.535647279549719,0.476744186046512,0.488095238095238,0.43483709273183,0.799031476997579,0.812807881773399,0.792190742917156
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.65416667 0.57916667 0.6512605  0.57983193 0.58823529],0.546218487394958,0.535014005602241,0.615828092243187,0.663341645885287,0.668341708542714,0.660804020100502,0.562162162162162,0.581005586592179,0.546120770824179,0.556149732620321,0.584269662921348,0.53515159123721,0.623523369286081,0.636268343815514,0.615828092243187
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.56722689 0.54201681 0.6302521  0.48319328 0.48319328],0.484679665738162,0.526462395543176,0.813941299790356,1,1,1,0.469914040114613,0.453038674033149,0.484946303308709,0.525139664804469,0.528089887640449,0.526475883046744,0.812862414338429,0.808176100628931,0.813941299790356
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63865546 0.66386555 0.64705882 0.57142857 0.56302521],0.565459610027855,0.584958217270195,0.792452830188679,0.925956061838894,0.956302521008403,0.923529411764706,0.61,0.681564245810056,0.565782122905028,0.620865139949109,0.677777777777778,0.584698944754811,0.804154302670623,0.852201257861635,0.792452830188679
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.5        0.49473684 0.47894737 0.54736842 0.46842105],0.503164556962025,0.512658227848101,0.59039190897598,0.686511627906977,0.776842105263158,0.645263157894737,0.565096952908587,0.675496688741722,0.510475617098134,0.564971751412429,0.598802395209581,0.507454888879958,0.637988826815642,0.720050441361917,0.590063243494647
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdn,8,146,154,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.48333333 0.51680672 0.5        0.47478992 0.48319328],0.502793296089386,0.536312849162011,0.819706498951782,1,1,1,0.513661202185792,0.497354497354497,0.503115118499734,0.50887573964497,0.50887573964497,0.534861150245766,0.818565400843882,0.813417190775681,0.819706498951782
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdne,16,142,158,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.71875    0.71875    0.71276596 0.77659574],0.575949367088608,0.563291139240506,0.67550505050505,0.740899357601713,0.726890756302521,0.745798319327731,0.588957055214724,0.571428571428571,0.576254826254826,0.530612244897959,0.590909090909091,0.567193675889328,0.669240669240669,0.670103092783505,0.675398081045218
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.4375     0.52083333 0.4787234  0.46808511 0.5212766 ],0.537974683544304,0.556962025316456,0.818987341772152,1,1,1,0.51006711409396,0.513513513513513,0.536518661518661,0.615384615384615,0.595744680851064,0.547872340425532,0.822360248447205,0.817283950617284,0.819031585698252
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.49159664 0.51680672 0.53361345 0.51271186],0.508333333333333,0.536111111111111,0.524109014675052,0.528428093645485,0.531986531986532,0.525252525252525,0.483965014577259,0.485380116959064,0.507240323029797,0.552278820375335,0.544973544973545,0.535644667223615,0.52510460251046,0.526205450733753,0.524109014675052
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.54621849 0.56302521 0.54201681 0.51680672],0.508379888268156,0.522346368715084,0.772536687631027,0.927680798004988,0.936241610738255,0.927013422818792,0.508379888268157,0.529069767441861,0.509158539634909,0.548812664907652,0.559139784946237,0.52084896224056,0.776288659793814,0.789308176100629,0.772536687631027
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158,6, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.66197183 0.67605634 0.71126761 0.6971831  0.72142857],0.533898305084746,0.525423728813559,0.68135593220339,0.790190735694823,0.819209039548023,0.782485875706215,0.609929078014184,0.682539682539683,0.523088023088023,0.565891472868217,0.73,0.5525,0.704866562009419,0.774137931034483,0.682902298850575
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.61458333 0.61888112 0.67132867 0.66433566],0.616033755274262,0.60337552742616,0.835953878406709,0.909219858156028,0.894002789400279,0.910739191073919,0.551724137931034,0.48695652173913,0.612330719885959,0.587719298245614,0.549180327868853,0.605024946543122,0.829983704508419,0.80083857442348,0.835953878406709
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63445378 0.72689076 0.71848739 0.71428571 0.70588235],0.573816155988858,0.598885793871866,0.766247379454927,0.877164056059357,0.894117647058824,0.874789915966386,0.587601078167116,0.637426900584795,0.576692173696653,0.612903225806452,0.606382978723404,0.598513126788603,0.7719836400818,0.791404612159329,0.766247379454927
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.64210526 0.67368421 0.58421053 0.6       ],0.534810126582278,0.617088607594937,0.787610619469027,0.926086956521739,0.896842105263158,0.928421052631579,0.432432432432432,0.335329341317365,0.546859301531166,0.581314878892733,0.497041420118343,0.626071730467335,0.771117166212534,0.69790382244143,0.789937644035242
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.50416667 0.54166667 0.52941176 0.56722689 0.5       ],0.490196078431373,0.551820728291317,0.567085953878407,0.535508637236084,0.467336683417086,0.59463986599665,0.385135135135135,0.306451612903226,0.498255046217695,0.402985074626866,0.31578947368421,0.542303338992643,0.485678704856787,0.408805031446541,0.567085953878407
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdne,16,142,158,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.78125    0.86458333 0.72916667 0.85416667 0.73958333],0.525,0.54375,0.80375,0.983193277310924,0.975,0.983333333333333,0.472222222222222,0.441558441558442,0.521984040056329,0.516556291390728,0.481481481481482,0.544538209095171,0.796368352788586,0.771356783919598,0.803588839720993
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154,10, low_bits_4, svd,1200,400,400,0.6,0.2,0.2, [0.7        0.69166667 0.68333333 0.76666667 0.67916667],0.531073446327684,0.528248587570621,0.768343815513627,0.908786610878661,0.905,0.909166666666667,0.551351351351351,0.536842105263158,0.530616174582798,0.507374631268436,0.524390243902439,0.52798459563543,0.767857142857143,0.766247379454927,0.768343815513627
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.60416667 0.625      0.65384615 0.66783217 0.65734266],0.582278481012658,0.624472573839662,0.643081761006289,0.642494561276287,0.617852161785216,0.656206415620642,0.556053811659193,0.543859649122807,0.580872913992298,0.611353711790393,0.569105691056911,0.62665810868635,0.62807209175314,0.60272536687631,0.643081761006289
ensemble_model_N40_B80_E120_nb_zones_10_lab_svd,40,80,120,10, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.89166667 0.87083333 0.87916667 0.83193277 0.84453782],0.606741573033708,0.651685393258427,0.843815513626834,0.971476510067114,0.968227424749164,0.971571906354515,0.613259668508287,0.593582887700535,0.607442331424232,0.649717514124294,0.680473372781065,0.653070910989463,0.843815513626834,0.843815513626834,0.843815513626834
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.5        0.54166667 0.51041667 0.59574468],0.572327044025157,0.484276729559748,0.805276381909548,0.989561586638831,0.99163179916318,0.989539748953975,0.569620253164557,0.616438356164384,0.575661038547308,0.467532467532467,0.467532467532467,0.483766233766234,0.804045512010113,0.817480719794344,0.805546256703069
svm_model_N16_B142_E158_nb_zones_8_lab_svd,16,142,158,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.74479167 0.77604167 0.74210526 0.76315789 0.77368421],0.616352201257862,0.540880503144654,0.745911949685535,0.860655737704918,0.880503144654088,0.857442348008386,0.682291666666667,0.757225433526012,0.602750647797488,0.605405405405405,0.727272727272727,0.546563192904656,0.766473988439306,0.824626865671642,0.745010633853633
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.63194444 0.67013889 0.64685315 0.62237762 0.65034965],0.451476793248945,0.455696202531646,0.816037735849057,0.934936350777935,0.921896792189679,0.935843793584379,0.453781512605042,0.461538461538462,0.451602564102564,0.469135802469136,0.475,0.455448717948718,0.814775725593668,0.809224318658281,0.816037735849057
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65416667 0.65416667 0.66666667 0.67916667 0.72689076],0.616901408450704,0.56056338028169,0.820754716981132,0.958333333333333,0.959933222036728,0.958263772954925,0.647668393782383,0.679347826086957,0.614527714213069,0.604060913705584,0.695906432748538,0.565344520722095,0.827272727272727,0.858490566037736,0.820754716981132
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120,8, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.49479167 0.51578947 0.52105263 0.54210526 0.56315789],0.470031545741325,0.517350157728707,0.797604035308953,1,1,1,0.522727272727273,0.50828729281768,0.463702469938252,0.520376175548589,0.564625850340136,0.520548219287715,0.802218114602588,0.809701492537313,0.79743386647326
ensemble_model_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.63865546 0.67226891 0.66386555 0.68487395 0.66949153],0.663888888888889,0.611111111111111,0.828092243186583,0.942587832047986,0.925925925925926,0.943602693602693,0.679045092838196,0.707182320441989,0.663647026142782,0.621621621621622,0.642458100558659,0.611284298898114,0.828631138975967,0.831236897274633,0.828092243186583
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.53333333 0.60416667 0.54166667 0.58823529 0.58823529],0.497191011235955,0.497191011235955,0.812368972746331,1,1,1,0.527704485488127,0.518134715025907,0.495263676531358,0.512261580381471,0.576687116564417,0.50336946501796,0.815653964984552,0.830188679245283,0.812368972746331
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,480,160,160,0.6,0.2,0.2, [0.72916667 0.77083333 0.70833333 0.70833333 0.69791667],0.53125,0.5625,0.805,0.976842105263158,0.966666666666667,0.977083333333333,0.607329842931937,0.630434782608696,0.513746803069054,0.513888888888889,0.536231884057971,0.559324733237777,0.807407407407407,0.815461346633416,0.804973781086132
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.63020833 0.46875    0.59375    0.58854167 0.60416667],0.51875,0.528125,0.805,0.992715920915713,0.99375,0.992708333333333,0.5625,0.626582278481013,0.520081262697296,0.535384615384615,0.595890410958904,0.533577389387498,0.80952380952381,0.845663265306122,0.805797318927571
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78125    0.85314685 0.80769231 0.82167832 0.83566434],0.584033613445378,0.634453781512605,0.880503144654088,0.970338983050847,0.959497206703911,0.970670391061452,0.626415094339623,0.747747747747748,0.594346314818756,0.698961937716263,0.795275590551181,0.622863020500816,0.884263959390863,0.912997903563941,0.880503144654088
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.82291667 0.86458333 0.82978723 0.82978723 0.86170213],0.575949367088608,0.563291139240506,0.765822784810127,0.895074946466809,0.881856540084388,0.89662447257384,0.562091503267974,0.558441558441558,0.575517075517076,0.554838709677419,0.597222222222222,0.566052971576228,0.761290322580645,0.764248704663213,0.76578771866824
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116,10, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.4875     0.53781513 0.54201681 0.55042017 0.50420168],0.56145251396648,0.488826815642458,0.528301886792453,0.577677224736048,0.64261744966443,0.530201342281879,0.623501199040767,0.702702702702703,0.55655366349008,0.554744525547445,0.658959537572254,0.494344633650992,0.582172701949861,0.657232704402516,0.528301886792453
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.65972222 0.70138889 0.71830986 0.75352113 0.6971831 ],0.579831932773109,0.609243697478992,0.831932773109244,0.990154711673699,0.985994397759104,0.990196078431373,0.615384615384616,0.707964601769911,0.585982300884956,0.671378091872792,0.76,0.601238938053097,0.840510366826156,0.885714285714286,0.831932773109244
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.51680672 0.50420168 0.51680672 0.52521008 0.50840336],0.54874651810585,0.501392757660167,0.821278825995807,1,1,1,0.512048192771084,0.515151515151515,0.54623555139019,0.517520215633423,0.494845360824742,0.501968134957826,0.81986265187533,0.813417190775681,0.821278825995807
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.8375     0.77916667 0.84033613 0.84453782 0.83193277],0.633053221288515,0.624649859943978,0.840146750524109,0.966442953020134,0.964824120603015,0.966499162479062,0.646900269541779,0.662983425414365,0.632628076343546,0.617142857142857,0.613636363636364,0.624497739829232,0.840564558285415,0.842767295597484,0.840146750524109
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdn,32,84,116,10, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.56666667 0.52916667 0.48333333 0.50840336 0.54201681],0.550561797752809,0.48876404494382,0.820754716981132,1,1,1,0.56043956043956,0.573033707865169,0.550561797752809,0.530927835051546,0.578651685393258,0.48876404494382,0.824435318275154,0.841719077568134,0.820754716981132
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154,8, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.51052632 0.50526316 0.58421053 0.56842105 0.5212766 ],0.509493670886076,0.503164556962025,0.80253164556962,1,1,1,0.520123839009288,0.56,0.511927710843374,0.522796352583587,0.5375,0.502724358974359,0.805,0.821428571428571,0.802674084709261
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.515625   0.515625   0.53125    0.50520833 0.53684211],0.532915360501567,0.507836990595611,0.806390977443609,0.996858638743456,0.993736951983299,0.996868475991649,0.580281690140845,0.686666666666667,0.541558185404339,0.576819407008086,0.656441717791411,0.504502910177757,0.816180844735277,0.866161616161616,0.806837026986281
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.55208333 0.515625   0.56315789 0.51052632 0.54736842],0.484276729559748,0.509433962264151,0.79559748427673,0.994775339602926,0.9979035639413,0.99475890985325,0.493827160493827,0.509554140127389,0.484590734659968,0.48,0.464516129032258,0.508331684148031,0.794433902593295,0.795944233206591,0.795600081646991
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.73776224 0.73426573 0.67132867 0.70629371 0.70979021],0.518828451882845,0.497907949790795,0.850104821802935,0.96416022487702,0.959440559440559,0.964335664335664,0.575645756457565,0.65546218487395,0.519397759103641,0.548872180451128,0.608333333333333,0.497443977591036,0.854081632653061,0.877358490566038,0.850104821802935
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.71875    0.75       0.71875    0.77083333],0.55,0.55,0.8,0.966244725738397,0.954166666666667,0.966666666666667,0.513513513513514,0.493506493506493,0.547958066030355,0.52,0.506493506493506,0.548427476138319,0.792746113989637,0.776649746192893,0.79965492235753
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66666667 0.63986014 0.63286713 0.67132867 0.65734266],0.542016806722689,0.516806722689076,0.825471698113208,0.92404181184669,0.925977653631285,0.923882681564246,0.594795539033457,0.625,0.535227272727273,0.526748971193416,0.581818181818182,0.521377840909091,0.828967642526964,0.845911949685535,0.825471698113208
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.53125    0.50520833 0.51052632 0.55789474],0.550314465408805,0.515723270440252,0.802763819095477,0.982161594963274,0.97907949790795,0.982217573221757,0.546031746031746,0.5375,0.550395569620253,0.538922155688623,0.576923076923077,0.516856600189934,0.803995006242197,0.811083123425693,0.80278466948227
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.55833333 0.625      0.65966387 0.56302521 0.60084034],0.557422969187675,0.554621848739496,0.826519916142558,0.988313856427379,0.991624790619766,0.988274706867672,0.556179775280899,0.5625,0.557493093922652,0.578249336870027,0.602209944751381,0.5539458814666,0.828586224754013,0.838574423480084,0.826519916142558
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,1428,476,476,0.6,0.2,0.2, [0.58391608 0.61188811 0.65734266 0.62937063 0.66549296],0.5625,0.595833333333333,0.822851153039832,0.90354609929078,0.892156862745098,0.904761904761905,0.52914798206278,0.546296296296296,0.561026936026936,0.610441767068273,0.575757575757576,0.598063973063973,0.820403825717322,0.809224318658281,0.822851153039832
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svd,16,142,158,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.69444444 0.70138889 0.70138889 0.69444444 0.6875    ],0.566666666666667,0.620833333333333,0.663333333333333,0.737106918238994,0.813888888888889,0.709722222222222,0.527272727272727,0.487394957983193,0.566011528578374,0.595555555555556,0.563025210084034,0.620355580248628,0.674193548387097,0.698996655518395,0.66345181613129
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svd,26,87,113,12, low_bits_4_shifted_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.73263889 0.78819444 0.73611111 0.76736111 0.81468531],0.578723404255319,0.629787234042553,0.864255765199161,0.949057920446616,0.945757997218359,0.94923504867872,0.605577689243028,0.666666666666667,0.581267217630854,0.666666666666667,0.71900826446281,0.627047991880528,0.866838046272494,0.883647798742138,0.864255765199161
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.50416667 0.54166667 0.56302521 0.54201681 0.55882353],0.481792717086835,0.50140056022409,0.80398322851153,0.990825688073394,0.994974874371859,0.990787269681742,0.475920679886686,0.477272727272727,0.481730286288297,0.518918918918919,0.530386740331492,0.5009888247112,0.805411030176899,0.811320754716981,0.80398322851153
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.64685315 0.66083916 0.61888112 0.61619718],0.479166666666667,0.558333333333333,0.788784067085954,0.878359264497878,0.869747899159664,0.879551820728291,0.413145539906103,0.376068376068376,0.47665207421305,0.504672897196262,0.439024390243902,0.561392537002293,0.781097229766431,0.753668763102725,0.788784067085954
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.60084034 0.55882353 0.57983193 0.62605042 0.63865546],0.543175487465181,0.571030640668524,0.765723270440252,0.892410341951626,0.899159663865546,0.891596638655462,0.607655502392344,0.713483146067416,0.544586876901111,0.624390243902439,0.707182320441989,0.569883295052455,0.779477059694129,0.828092243186583,0.765723270440251
ensemble_model_N16_B142_E158_nb_zones_8_lab_svd,16,142,158,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.74736842 0.70526316 0.67368421 0.76315789 0.67021277],0.636075949367089,0.620253164556962,0.775316455696203,0.873150105708245,0.871308016877637,0.873417721518987,0.639498432601881,0.703448275862069,0.641197822141561,0.612903225806452,0.625,0.620426829268293,0.774603174603175,0.791180285343709,0.775689030187306
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdn,8,146,154, zones, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52916667 0.52521008 0.5        0.46218487 0.54621849],0.502793296089386,0.491620111731844,0.79664570230608,0.976549413735343,0.978187919463087,0.976510067114094,0.513661202185793,0.519337016574586,0.502606361394637,0.523560209424084,0.564971751412429,0.49243062708743,0.800205973223481,0.814465408805031,0.79664570230608
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.73958333 0.73958333 0.79166667 0.72340426 0.75531915],0.481012658227848,0.569620253164557,0.767676767676768,0.926086956521739,0.894957983193277,0.928571428571428,0.511904761904762,0.524390243902439,0.479300385109114,0.507246376811594,0.486111111111111,0.562822997416021,0.759791122715405,0.74234693877551,0.767423469387755
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.83333333 0.6875     0.71875    0.72916667 0.70212766],0.509433962264151,0.59748427672956,0.732412060301508,0.851774530271399,0.853556485355648,0.851464435146443,0.524390243902439,0.56578947368421,0.511810399492708,0.58974358974359,0.63013698630137,0.599952214080918,0.733416770963705,0.755154639175258,0.732969476450374
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75694444 0.65972222 0.72222222 0.6971831  0.75352113],0.579831932773109,0.61344537815126,0.824664429530201,0.976157082748948,0.972067039106145,0.976256983240224,0.603174603174603,0.678571428571429,0.58531746031746,0.632,0.681034482758621,0.615107405313737,0.82798353909465,0.858361774744027,0.82522049133241
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.45378151 0.55882353 0.55042017 0.46610169],0.538888888888889,0.536111111111111,0.825471698113208,1,1,1,0.565445026178011,0.580645161290323,0.53744901742677,0.515942028985507,0.511494252873563,0.5353170189099,0.826109660574413,0.829140461215933,0.825471698113208
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.82167832 0.82867133 0.81118881 0.76923077 0.76573427],0.631799163179916,0.615062761506276,0.889412997903564,0.977998580553584,0.963636363636364,0.978321678321678,0.692307692307692,0.798387096774194,0.625280504908836,0.669064748201439,0.808695652173913,0.622089761570827,0.893056259503294,0.923480083857442,0.889412997903564
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55902778 0.62237762 0.62587413 0.63286713 0.60839161],0.617647058823529,0.647058823529412,0.628406708595388,0.664150943396226,0.737430167597765,0.627094972067039,0.631578947368421,0.728971962616822,0.627844759934365,0.708333333333333,0.778625954198473,0.632303631304844,0.666352941176471,0.742138364779874,0.628406708595388
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svd,4,148,152, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.65034965 0.6993007  0.68881119 0.6958042  0.68661972],0.554166666666667,0.604166666666667,0.823375262054507,0.906832298136646,0.920168067226891,0.90546218487395,0.608058608058608,0.643410852713178,0.546930651581814,0.615384615384616,0.684684684684685,0.609784202807459,0.828847130523108,0.855345911949686,0.823375262054507
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.65384615 0.68881119 0.67832168 0.63286713 0.66197183],0.595833333333333,0.570833333333333,0.693396226415094,0.745201853077432,0.788515406162465,0.730392156862745,0.642066420664207,0.776785714285714,0.607142857142857,0.619926199261992,0.65625,0.564732142857143,0.715051144666342,0.769392033542977,0.693396226415094
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.71008403 0.68907563 0.71848739 0.68487395 0.69067797],0.638888888888889,0.605555555555555,0.801362683438155,0.909856781802864,0.909090909090909,0.90993265993266,0.6875,0.871951219512195,0.657914385266302,0.68859649122807,0.801020408163265,0.58648581383773,0.815930063137445,0.880503144654088,0.801362683438155
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.55462185 0.48739496 0.50840336 0.43644068],0.513888888888889,0.486111111111111,0.811320754716981,1,1,1,0.515235457063712,0.508196721311475,0.513985366305455,0.506666666666667,0.536723163841808,0.486940816893582,0.812889812889813,0.819706498951782,0.811320754716981
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.68487395 0.6512605  0.63865546 0.64285714 0.65254237],0.608333333333333,0.580555555555556,0.791928721174004,0.910025706940874,0.893939393939394,0.911616161616161,0.574018126888218,0.549132947976879,0.606117276127477,0.588555858310627,0.577540106951872,0.580677567926803,0.787131367292225,0.769392033542977,0.791928721174004
ensemble_model_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.5625     0.57986111 0.55594406 0.61188811 0.61538462],0.50210970464135,0.573839662447257,0.878406708595388,0.990902729181246,0.98744769874477,0.990934449093445,0.491379310344828,0.471074380165289,0.502778569392989,0.538812785388128,0.508620689655172,0.572492163009404,0.876595744680851,0.863731656184486,0.878406708595388
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.60416667 0.48421053 0.54736842 0.54210526 0.56315789],0.564668769716088,0.511041009463722,0.542244640605296,0.432503276539974,0.346638655462185,0.545168067226891,0.481203007518797,0.41025641025641,0.562271062271062,0.382470119521912,0.298136645962733,0.514452938365982,0.4328125,0.349306431273644,0.542244640605296
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.83333333 0.73958333 0.72916667 0.6875     0.68085106],0.477987421383648,0.540880503144654,0.771356783919598,0.944206008583691,0.920502092050209,0.945606694560669,0.477987421383648,0.506666666666667,0.47952380952381,0.596685082872928,0.613636363636364,0.532170294494238,0.774193548387097,0.776119402985075,0.771308432457004
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svd,16,142,158,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.66666667 0.8125     0.75       0.71527778 0.69014085],0.514644351464435,0.527196652719665,0.780100334448161,0.952777777777778,0.955431754874652,0.952646239554318,0.620915032679739,0.748031496062992,0.499015748031496,0.603508771929825,0.735042735042735,0.531455793750876,0.799389778794813,0.868988391376451,0.779350856733757
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.859375   0.83854167 0.84736842 0.82631579 0.78421053],0.616352201257862,0.660377358490566,0.789308176100629,0.892966360856269,0.918238993710692,0.889937106918239,0.636904761904762,0.694805194805195,0.618744060817231,0.703296703296703,0.780487804878049,0.656477668672791,0.800713860797145,0.846540880503145,0.789308176100629
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.66806723 0.63865546 0.67647059 0.65546218 0.63135593],0.530555555555556,0.519444444444444,0.740566037735849,0.873029045643153,0.885521885521885,0.871212121212121,0.526610644257703,0.525139664804469,0.530525633507207,0.528610354223433,0.535911602209945,0.519352449149665,0.743390357698289,0.751572327044025,0.740566037735849
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.71527778 0.77083333 0.73239437 0.78873239 0.79577465],0.491596638655462,0.491596638655462,0.746218487394958,0.913793103448276,0.890756302521008,0.915966386554622,0.51792828685259,0.541666666666667,0.491172316384181,0.48068669527897,0.48695652173913,0.491445740544362,0.744067796610169,0.741554054054054,0.746195087227696
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5625     0.53157895 0.56842105 0.46315789 0.51578947],0.523659305993691,0.536277602523659,0.807692307692308,0.992623814541623,0.989495798319328,0.992647058823529,0.511326860841424,0.516339869281046,0.523413837079547,0.530351437699681,0.522012578616352,0.536322745004379,0.805856142584341,0.803299492385787,0.807664783786878
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.49479167 0.5        0.55729167 0.5        0.46842105],0.517241379310345,0.479623824451411,0.795739348370927,0.993736951983299,0.993736951983299,0.993736951983299,0.51875,0.50920245398773,0.517421739814378,0.49079754601227,0.519480519480519,0.480952380952381,0.796758104738155,0.802763819095477,0.795756909547739
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.73958333 0.66666667 0.72916667 0.78125   ],0.575,0.625,0.825,0.974576271186441,0.958333333333333,0.975,0.569620253164557,0.6,0.576470588235294,0.655172413793103,0.74025974025974,0.629166014708183,0.825870646766169,0.846938775510204,0.825430172068828
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.5        0.52816901 0.49295775 0.52816901],0.470588235294118,0.441176470588235,0.559663865546218,0.641407307171854,0.663865546218487,0.628851540616247,0.522727272727273,0.570247933884297,0.468884650702833,0.434042553191489,0.490384615384615,0.446684845005741,0.576736672051696,0.61340206185567,0.560812873033098
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svd,40,80,120, zones, lab, svd,1188,396,396,0.6,0.2,0.2, [0.78571429 0.8487395  0.78991597 0.79831933 0.83474576],0.680555555555556,0.730555555555555,0.868448637316562,0.967254408060453,0.96969696969697,0.967171717171717,0.684931506849315,0.683060109289617,0.680513105492266,0.729805013927576,0.740112994350282,0.730712234880059,0.868929503916449,0.872117400419287,0.868448637316562
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.84375    0.81770833 0.86842105 0.88947368 0.84210526],0.594339622641509,0.588050314465409,0.830817610062893,0.990575916230366,0.991614255765199,0.990566037735849,0.652291105121294,0.720238095238095,0.586785714285714,0.637119113573407,0.701219512195122,0.584375989863795,0.840545346769413,0.876390605686032,0.830000680563887
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.61805556 0.65034965 0.61188811 0.62237762],0.586497890295359,0.624472573839662,0.819182389937107,0.890733056708161,0.898186889818689,0.889818688981869,0.577586206896552,0.614678899082569,0.588589449541284,0.639676113360324,0.6171875,0.62510751146789,0.820779220779221,0.828092243186583,0.819182389937107
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdne,40,80,120,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73157895 0.78947368 0.74210526 0.74736842 0.70526316],0.556962025316456,0.550632911392405,0.756637168141593,0.890541976620616,0.882105263157895,0.891578947368421,0.595375722543353,0.651898734177215,0.556962025316456,0.56969696969697,0.606451612903226,0.551673011420557,0.761904761904762,0.781725888324873,0.756731961794678
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svd,16,142,158, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72395833 0.69791667 0.703125   0.75520833 0.73684211],0.605015673981191,0.586206896551724,0.805137844611529,0.944151738672286,0.935281837160752,0.944676409185804,0.633720930232558,0.689873417721519,0.605806274078151,0.635359116022099,0.688622754491018,0.581153482508667,0.812084592145015,0.835820895522388,0.804905397256144
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.52916667 0.54201681 0.56302521 0.56722689],0.431372549019608,0.49859943977591,0.79979035639413,1,1,1,0.414985590778098,0.39344262295082,0.432353495383456,0.484149855907781,0.482758620689655,0.498209911437724,0.797669491525424,0.789308176100629,0.79979035639413
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.54166667 0.52083333 0.53684211 0.55263158 0.54210526],0.550314465408805,0.515723270440252,0.80188679245283,0.981171548117155,0.983228511530398,0.981132075471698,0.56,0.572327044025157,0.550314465408805,0.547058823529412,0.588607594936709,0.516178797468355,0.805675508945096,0.822418136020151,0.801912585598015
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67647059 0.65966387 0.59243697 0.68487395 0.64705882],0.612813370473538,0.612813370473538,0.659853249475891,0.66546438232642,0.620168067226891,0.688235294117647,0.589970501474926,0.512820512820513,0.622263914946842,0.531986531986532,0.481707317073171,0.602392120075047,0.628080229226361,0.574423480083857,0.659853249475891
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,714,238,238,0.6,0.2,0.2, [0.75       0.72916667 0.74647887 0.77464789 0.67605634],0.558823529411765,0.596638655462185,0.788235294117647,0.928671328671329,0.929971988795518,0.928571428571429,0.571428571428571,0.593220338983051,0.559110169491525,0.593220338983051,0.588235294117647,0.596638655462185,0.789297658862876,0.794612794612795,0.788245994621834
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdne,8,146,154,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.67916667 0.60416667 0.63865546 0.61344538 0.62605042],0.540616246498599,0.593837535014006,0.637316561844864,0.642390289449113,0.576214405360134,0.679229480737019,0.477707006369427,0.394736842105263,0.550661834226284,0.483985765124555,0.407185628742515,0.58254018279231,0.584633853541417,0.510482180293501,0.637316561844864
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59663866 0.66806723 0.60504202 0.57983193 0.65966387],0.543175487465181,0.52924791086351,0.757337526205451,0.890387858347386,0.887394957983193,0.890756302521008,0.539325842696629,0.551724137931034,0.543429636533085,0.512968299711816,0.481081081081081,0.530770425598012,0.754896770778189,0.747379454926625,0.757337526205451
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65734266 0.63286713 0.63636364 0.65384615 0.66083916],0.581589958158996,0.640167364016736,0.823899371069182,0.896694214876033,0.91048951048951,0.895104895104895,0.603174603174603,0.638655462184874,0.581827731092437,0.647540983606557,0.658333333333333,0.640091036414566,0.827515400410677,0.844863731656184,0.823899371069182
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.45833333 0.51041667 0.4375     0.55319149 0.53191489],0.443037974683544,0.474683544303798,0.582070707070707,0.693486590038314,0.760504201680672,0.663865546218487,0.476190476190476,0.533333333333333,0.447389558232932,0.556149732620321,0.65,0.472435897435897,0.622576966932725,0.694656488549618,0.582917216705887
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.53781513 0.54621849 0.50840336 0.53361345 0.45338983],0.497222222222222,0.491666666666667,0.519916142557652,0.551219512195122,0.570707070707071,0.535353535353535,0.509485094850948,0.494736842105263,0.497368421052632,0.498630136986301,0.535294117647059,0.493962848297214,0.533604887983707,0.549266247379455,0.519916142557652
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.625      0.65972222 0.62587413 0.68881119 0.68881119],0.565400843881857,0.514767932489452,0.79979035639413,0.884180790960452,0.873082287308229,0.885634588563459,0.582995951417004,0.5625,0.565653669724771,0.522821576763485,0.577981651376147,0.519459575688073,0.79936974789916,0.79769392033543,0.79979035639413
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.75       0.71830986 0.72535211 0.76760563],0.525210084033613,0.546218487394958,0.799159663865546,0.974860335195531,0.977591036414566,0.974789915966386,0.534979423868313,0.537190082644628,0.52500529773257,0.578125,0.654867256637168,0.551433628318584,0.803292181069959,0.825719120135364,0.799337022505077
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.65625    0.65625    0.71875    0.72916667],0.5,0.55,0.64625,0.736418511066398,0.7625,0.727083333333333,0.518072289156626,0.530864197530864,0.499609313955306,0.581395348837209,0.555555555555556,0.549206349206349,0.661077844311377,0.671532846715328,0.645535060889798
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.525      0.54201681 0.49159664 0.56302521],0.509803921568627,0.470588235294118,0.525157232704403,0.606104651162791,0.698492462311558,0.54606365159129,0.578313253012048,0.648648648648649,0.504556882463859,0.535626535626535,0.633720930232558,0.476319924575739,0.587807097361238,0.677148846960168,0.525157232704403
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55416667 0.51666667 0.45       0.53781513 0.53361345],0.544943820224719,0.48314606741573,0.809224318658281,0.984974958263773,0.986622073578595,0.98494983277592,0.575916230366492,0.614525139664804,0.544550705425623,0.525773195876289,0.576271186440678,0.483666319477322,0.815040650406504,0.840670859538784,0.809224318658281
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.49166667 0.50416667 0.475      0.4875     0.49166667],0.522598870056497,0.488700564971751,0.813941299790356,0.99581589958159,0.991666666666667,0.995833333333333,0.53185595567867,0.524590163934426,0.522529000095868,0.481375358166189,0.491228070175439,0.488783433994823,0.813648293963255,0.812368972746331,0.813941299790356
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdn,4,148,152,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.56597222 0.51736111 0.52797203 0.51398601 0.51398601],0.578059071729958,0.50210970464135,0.544549266247379,0.608538785327721,0.705718270571827,0.54602510460251,0.66887417218543,0.776923076923077,0.556685837526959,0.572463768115942,0.738317757009346,0.523005032350827,0.612226684515841,0.719077568134172,0.544549266247379
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158,6, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.49305556 0.47916667 0.51388889 0.5        0.52777778],0.454166666666667,0.45,0.780833333333333,1,1,1,0.469635627530364,0.475409836065574,0.453806612948041,0.440677966101695,0.452173913043478,0.450086956521739,0.781379883624273,0.787269681742044,0.780865354967207
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116,10, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.5210084  0.55462185 0.52521008 0.59243697 0.5210084 ],0.493036211699164,0.484679665738162,0.807651991614256,1,1,1,0.515957446808511,0.557471264367816,0.494951848400124,0.521963824289406,0.545945945945946,0.482743087915502,0.812083973374296,0.831236897274633,0.807651991614256
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.48958333 0.54166667 0.48958333 0.54166667 0.46808511],0.446540880503145,0.490566037735849,0.787688442211055,1,1,1,0.435897435897436,0.45945945945946,0.447376788553259,0.456375838926174,0.419753086419753,0.491927825261159,0.784163473818646,0.779187817258883,0.787603858878198
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.82867133 0.82167832 0.78321678 0.82867133 0.78873239],0.666666666666667,0.6875,0.884696016771489,0.953998584571833,0.943977591036414,0.954481792717087,0.583333333333333,0.5,0.65625,0.672489082969432,0.6015625,0.693638392857143,0.880043620501636,0.845911949685535,0.884696016771489
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.51260504 0.52521008 0.60084034 0.53781513 0.5       ],0.545961002785515,0.559888579387187,0.825995807127883,0.990732940185341,0.988235294117647,0.990756302521008,0.538243626062323,0.527777777777778,0.546011793916822,0.579787234042553,0.608938547486033,0.560024829298572,0.826722338204593,0.830188679245283,0.825995807127883
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.57291667 0.69791667 0.63020833 0.65625    0.67894737],0.605015673981191,0.573667711598746,0.629699248120301,0.645091693635383,0.624217118997912,0.656576200417537,0.613496932515337,0.602409638554217,0.605126387904559,0.558441558441558,0.56953642384106,0.573458688111006,0.621396540679052,0.60929648241206,0.62964824120603
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,1188,396,396,0.6,0.2,0.2, [0.53781513 0.50420168 0.54201681 0.4789916  0.54661017],0.516666666666667,0.497222222222222,0.809748427672956,0.993265993265993,0.993265993265993,0.993265993265993,0.505681818181818,0.502824858757062,0.516439751782903,0.481375358166189,0.459016393442623,0.497869778642215,0.807834833245103,0.79979035639413,0.809748427672956
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.70833333 0.60416667 0.64583333 0.67708333 0.64583333],0.525,0.55625,0.77625,0.932203389830508,0.916666666666667,0.933333333333333,0.479452054794521,0.466666666666667,0.52156862745098,0.517006802721088,0.452380952380952,0.56171679197995,0.766013071895425,0.734335839598997,0.776145475909225
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.46853147 0.52097902 0.47902098 0.51398601 0.45774648],0.554166666666667,0.475,0.522012578616352,0.50474106491612,0.484593837535014,0.524509803921569,0.552301255230125,0.519685039370079,0.55630269667619,0.427272727272727,0.415929203539823,0.471744129328967,0.501639344262295,0.481132075471698,0.522012578616352
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.85416667 0.8125     0.84375    0.8125     0.85789474],0.623824451410658,0.608150470219436,0.827067669172932,0.967471143756558,0.962421711899791,0.967640918580376,0.692307692307692,0.84375,0.62313286163522,0.668435013262599,0.818181818181818,0.615151515151515,0.83953488372093,0.91046658259773,0.827586965022402
svm_model_N32_B84_E116_nb_zones_12_lab_svd,32,84,116,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83916084 0.82867133 0.82517483 0.83566434 0.82867133],0.518828451882845,0.539748953974895,0.808700209643606,0.901269393511989,0.893706293706294,0.902097902097902,0.541832669322709,0.596491228070175,0.522245614035088,0.5703125,0.584,0.537614035087719,0.81038961038961,0.817610062893082,0.808700209643606
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.5125     0.46666667 0.48319328 0.39915966 0.46218487],0.476190476190476,0.490196078431373,0.798218029350105,0.986509274873525,0.979899497487437,0.986599664991625,0.448377581120944,0.422222222222222,0.476647834274953,0.477011494252874,0.468926553672316,0.490018832391714,0.794447410571276,0.779874213836478,0.798218029350105
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.74305556 0.67361111 0.72222222 0.75      ],0.633333333333333,0.5375,0.778333333333333,0.904422253922967,0.880555555555556,0.906944444444444,0.614035087719298,0.619469026548672,0.632569158943628,0.519480519480519,0.483870967741936,0.539349276974416,0.770689655172414,0.748743718592965,0.7781861213197
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.54736842 0.47894737 0.52631579 0.49473684 0.52631579],0.512658227848101,0.54746835443038,0.812262958280657,1,1,1,0.538922155688623,0.559006211180124,0.511761170106191,0.565349544072948,0.611842105263158,0.549823491655969,0.815871047737136,0.83502538071066,0.812348962395632
svm_model_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.52447552 0.53496503 0.51748252 0.52816901],0.541666666666667,0.491666666666667,0.542452830188679,0.500389711613406,0.449579831932773,0.551120448179272,0.490740740740741,0.469026548672566,0.537662880635496,0.419047619047619,0.346456692913386,0.500661974775277,0.489174956114687,0.438155136268344,0.542452830188679
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdn,16,142,158,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.54166667 0.50694444 0.48611111 0.5625     0.49305556],0.570833333333333,0.570833333333333,0.795,0.943820224719101,0.933333333333333,0.944444444444444,0.579591836734694,0.633928571428571,0.574776785714286,0.565400843881857,0.567796610169492,0.570783550986385,0.793969849246231,0.803389830508475,0.795137538205057
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.82631579 0.76842105 0.80526316 0.84736842 0.78947368],0.487341772151899,0.484177215189874,0.764854614412137,0.950053134962806,0.941052631578947,0.950526315789474,0.50609756097561,0.538961038961039,0.488616321949655,0.524781341107872,0.569620253164557,0.484177215189874,0.769230769230769,0.787801778907243,0.764970071843558
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.4375     0.47916667 0.51041667 0.40625    0.46808511],0.50314465408805,0.572327044025157,0.809045226130653,0.989517819706499,0.98744769874477,0.989539748953975,0.50314465408805,0.5,0.503164556962025,0.604651162790698,0.597701149425287,0.569683908045977,0.811881188118812,0.807881773399015,0.809069091827712
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,468,156,156,0.6,0.2,0.2, [0.65957447 0.73404255 0.63829787 0.70212766 0.68478261],0.525641025641026,0.435897435897436,0.755128205128205,0.938428874734607,0.944444444444444,0.938034188034188,0.579545454545455,0.645569620253165,0.524083511425284,0.476190476190476,0.512820512820513,0.435897435897436,0.765644171779141,0.797953964194373,0.755018113202585
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113,12, low_bits_4, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.67361111 0.69097222 0.66319444 0.64685315 0.74125874],0.538135593220339,0.444915254237288,0.828616352201258,0.93970893970894,0.944289693593315,0.93941504178273,0.547717842323651,0.564102564102564,0.538353803059685,0.427947598253275,0.411764705882353,0.445198592257416,0.829064296915839,0.831236897274633,0.828616352201258
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.44166667 0.49579832 0.48319328 0.49159664],0.507002801120448,0.549019607843137,0.816037735849057,0.988235294117647,0.984924623115578,0.988274706867672,0.516483516483517,0.510869565217391,0.506879869313898,0.530612244897959,0.526011560693642,0.548331867303343,0.814971006852926,0.810272536687631,0.816037735849057
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.88020833 0.828125   0.8125     0.87368421 0.86842105],0.59748427672956,0.556603773584906,0.824748743718593,0.989539748953975,0.989539748953975,0.989539748953975,0.636363636363636,0.695652173913043,0.596233730268624,0.605042016806723,0.662576687116564,0.553868988719572,0.832432432432432,0.864089775561097,0.824449951071688
svm_model_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.50520833 0.54736842 0.45789474 0.56315789],0.550314465408805,0.5,0.684905660377358,0.784398699891658,0.758909853249476,0.791404612159329,0.540192926045016,0.518518518518518,0.550925925925926,0.498422712933754,0.49685534591195,0.5,0.676982591876209,0.657894736842105,0.685007974481659
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,1428,476,476,0.6,0.2,0.2, [0.73426573 0.75524476 0.75874126 0.74825175 0.80633803],0.5875,0.545833333333333,0.870020964360587,0.971830985915493,0.966386554621849,0.971988795518207,0.582278481012658,0.594827586206897,0.58773637374861,0.582375478927203,0.612903225806452,0.543520578420467,0.870698644421272,0.875262054507338,0.870020964360587
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdne,40,80,120,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.77894737 0.82631579 0.84210526 0.84736842 0.82631579],0.566455696202532,0.541139240506329,0.814159292035398,0.987261146496815,0.978947368421053,0.987368421052632,0.649616368286445,0.751479289940828,0.552610393269734,0.596100278551532,0.677215189873418,0.541139240506329,0.826241134751773,0.871571072319202,0.813349638723703
svm_model_N8_B146_E154_nb_zones_12_lab_svd,8,146,154,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68531469 0.6993007  0.70629371 0.73426573 0.72377622],0.573221757322176,0.543933054393305,0.70125786163522,0.754613807245386,0.772027972027972,0.748951048951049,0.638297872340426,0.79646017699115,0.584738025003512,0.627986348122867,0.73015873015873,0.533220957999719,0.720314033366045,0.769392033542977,0.70125786163522
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.64685315 0.65384615 0.62587413 0.6056338 ],0.608333333333333,0.533333333333333,0.835953878406709,0.923516797712652,0.904761904761905,0.925070028011204,0.661870503597122,0.766666666666667,0.608333333333333,0.594202898550725,0.683333333333333,0.533333333333333,0.839733742959549,0.859538784067086,0.835953878406709
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdne,8,146,154,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65966387 0.71428571 0.67226891 0.63865546 0.69747899],0.565459610027855,0.526462395543176,0.823375262054507,0.990685859441152,0.983193277310924,0.990756302521008,0.5125,0.453038674033149,0.566406977466013,0.472049689440994,0.426966292134831,0.525637842200012,0.815139879319803,0.778825995807128,0.823375262054507
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154,10, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.675      0.72083333 0.6625     0.67647059 0.67226891],0.603932584269663,0.536516853932584,0.829140461215933,0.983277591973244,0.983277591973244,0.983277591973244,0.54071661237785,0.512345679012346,0.596379025073183,0.510385756676558,0.443298969072165,0.545723558610157,0.822826086956522,0.793501048218029,0.829140461215933
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.48611111 0.54166667 0.52777778 0.52777778 0.47222222],0.554166666666667,0.491666666666667,0.8025,0.988857938718663,0.986111111111111,0.988888888888889,0.573705179282868,0.610169491525424,0.555084745762712,0.495867768595041,0.491803278688525,0.491664351208669,0.80429397192403,0.811666666666667,0.8025
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.76041667 0.79166667 0.74468085 0.73404255],0.512658227848101,0.550632911392405,0.731060606060606,0.859002169197397,0.831932773109244,0.86344537815126,0.533333333333333,0.578947368421053,0.515083440308087,0.559006211180124,0.535714285714286,0.551640926640927,0.729351969504447,0.721105527638191,0.731111139453613
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.82638889 0.77777778 0.7972028  0.76923077 0.8006993 ],0.518987341772152,0.569620253164557,0.866352201257862,0.972320794889993,0.955369595536959,0.972803347280335,0.547619047619048,0.565573770491803,0.517569493941554,0.585365853658537,0.626086956521739,0.571240199572345,0.86628211851075,0.865828092243187,0.866352201257862
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.6875     0.72395833 0.73684211 0.64736842 0.69473684],0.610062893081761,0.550314465408805,0.692452830188679,0.768267223382046,0.771488469601677,0.767295597484277,0.670212765957447,0.7875,0.608939873417721,0.60387811634349,0.703225806451613,0.554066890955868,0.711504424778761,0.761363636363636,0.692711893369788
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158,4, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.55208333 0.58510638 0.53191489 0.5212766  0.43617021],0.509554140127389,0.464968152866242,0.569974554707379,0.492836676217765,0.364406779661017,0.625,0.363636363636364,0.282051282051282,0.508114248620578,0.333333333333333,0.259259259259259,0.471734892787524,0.432885906040269,0.326582278481013,0.571219527987309
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.64210526 0.65789474 0.65789474 0.62105263 0.69680851],0.594936708860759,0.534810126582278,0.782278481012658,0.929085303186023,0.953586497890295,0.927215189873417,0.634285714285714,0.676829268292683,0.591704107830552,0.56379821958457,0.60126582278481,0.534810126582279,0.792771084337349,0.826633165829146,0.781939031894165
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158,6, low_bits_5, svdn,708,236,236,0.6,0.2,0.2, [0.45774648 0.57746479 0.54225352 0.5        0.49285714],0.483050847457627,0.521186440677966,0.551694915254237,0.57514450867052,0.562146892655367,0.584745762711864,0.450450450450451,0.431034482758621,0.482183908045977,0.47926267281106,0.481481481481482,0.518084490740741,0.532272325375774,0.52076124567474,0.551078297255975
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.6092437  0.64705882 0.60084034 0.6512605 ],0.474860335195531,0.441340782122905,0.585429769392033,0.676305220883534,0.706375838926174,0.661912751677852,0.543689320388349,0.622222222222222,0.474032459425718,0.509803921568627,0.584269662921348,0.442134831460674,0.616949152542373,0.667714884696017,0.585429769392034
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.575      0.4625     0.45416667 0.55       0.50840336],0.470422535211268,0.509859154929577,0.583857442348008,0.603669724770642,0.549248747913189,0.639398998330551,0.377483443708609,0.316666666666667,0.472619047619048,0.45625,0.417142857142857,0.508571428571429,0.536214953271028,0.481132075471698,0.583857442348008
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.61188811 0.62237762 0.62937063 0.63986014 0.65492958],0.658333333333333,0.629166666666667,0.842767295597484,0.909473684210526,0.907563025210084,0.909663865546218,0.633928571428571,0.617391304347826,0.656695652173913,0.636734693877551,0.624,0.629391304347826,0.841605068637804,0.835429769392034,0.842767295597484
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdn,16,142,158,6, low_bits_4_shifted_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5625     0.54861111 0.46527778 0.51408451 0.47887324],0.483193277310924,0.516806722689076,0.800335570469798,1,1,1,0.54275092936803,0.640350877192982,0.489530277306169,0.572490706319703,0.631147540983607,0.513849632560769,0.810207336523126,0.855218855218855,0.800519126606083
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.69791667 0.75       0.67021277 0.67021277 0.80851064],0.550632911392405,0.620253164556962,0.781012658227848,0.90948275862069,0.890295358649789,0.911392405063291,0.559006211180124,0.523255813953488,0.553294573643411,0.605263157894737,0.613333333333333,0.619919678714859,0.777348777348777,0.758793969849246,0.781182699210337
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.45416667 0.45416667 0.48319328 0.44537815 0.51260504],0.49859943977591,0.467787114845938,0.806603773584905,1,1,1,0.506887052341598,0.513966480446927,0.498556273931329,0.46927374301676,0.471910112359551,0.46779863159877,0.807310704960835,0.810272536687631,0.806603773584906
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.4375     0.5        0.45833333 0.40425532],0.509433962264151,0.452830188679245,0.792713567839196,1,1,1,0.48,0.48,0.507857142857143,0.479041916167665,0.465116279069767,0.451736221726665,0.792452830188679,0.7875,0.792739898989899
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65972222 0.74305556 0.66666667 0.74305556 0.72535211],0.615062761506276,0.648535564853556,0.683110367892977,0.666666666666667,0.565459610027855,0.717270194986072,0.619834710743802,0.635593220338983,0.615317271326516,0.621621621621622,0.657142857142857,0.649466950959488,0.646784715750233,0.596219931271478,0.68084612198753
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.55244755 0.52447552 0.51048951 0.4471831 ],0.479166666666667,0.475,0.522012578616352,0.410347903657449,0.322128851540616,0.537114845938375,0.365482233502538,0.305084745762712,0.476312864684635,0.336842105263158,0.262295081967213,0.478605168102251,0.395225464190981,0.312368972746331,0.522012578616352
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.67832168 0.67482517 0.66083916 0.66901408],0.575,0.641666666666667,0.675052410901468,0.705722070844687,0.725490196078431,0.697478991596639,0.514285714285714,0.453781512605042,0.57399819431905,0.616071428571429,0.570247933884297,0.642266824085006,0.674027339642482,0.671907756813417,0.675052410901468
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.89583333 0.85416667 0.86315789 0.86842105 0.9       ],0.657232704402516,0.591194968553459,0.840880503144654,0.985386221294363,0.989517819706499,0.985324947589098,0.694677871148459,0.746987951807229,0.653099239061509,0.632768361581921,0.713375796178344,0.592712742809669,0.848412222887957,0.885,0.840601265822785
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.76041667 0.70833333 0.73958333 0.86458333],0.55,0.5875,0.8175,0.98326359832636,0.979166666666667,0.983333333333333,0.590909090909091,0.65,0.55,0.65625,0.63,0.573333333333333,0.8274231678487,0.833333333333333,0.816666666666667
svm_model_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.6302521  0.50420168 0.53361345 0.60504202 0.57627119],0.513888888888889,0.536111111111111,0.725366876310273,0.851307189542484,0.877104377104377,0.846801346801347,0.433656957928803,0.380681818181818,0.510993083003952,0.48297213622291,0.423913043478261,0.538661067193676,0.717672413793103,0.69811320754717,0.725366876310273
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.70168067 0.76470588 0.75630252 0.7605042  0.74789916],0.6991643454039,0.665738161559889,0.816561844863732,0.896434634974533,0.887394957983193,0.897478991596639,0.725888324873097,0.756613756613757,0.695953937130408,0.68586387434555,0.770588235294118,0.671008403361344,0.820880245649949,0.840670859538784,0.816561844863732
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.57692308 0.53846154 0.57342657 0.52797203 0.56690141],0.5125,0.4875,0.871593291404612,0.996501049685095,0.997198879551821,0.996498599439776,0.548262548262548,0.559055118110236,0.509616054630339,0.476595744680851,0.495575221238938,0.48794509093443,0.872594903796152,0.879454926624738,0.871593291404612
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.4625     0.51260504 0.51260504 0.51260504],0.495798319327731,0.532212885154062,0.812368972746331,0.990764063811923,0.988274706867672,0.990787269681742,0.49438202247191,0.478260869565217,0.49635586830862,0.539944903581267,0.566473988439306,0.533236994219653,0.812565445026178,0.813417190775681,0.812368972746331
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.6875     0.6875     0.64705882 0.67226891 0.68487395],0.596638655462185,0.599439775910364,0.659329140461216,0.629969418960245,0.517587939698492,0.695979899497488,0.558282208588957,0.476439790575916,0.60568977480603,0.508591065292096,0.44578313253012,0.589383712861919,0.593241551939925,0.49685534591195,0.659329140461216
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.47916667 0.47222222 0.45070423 0.51408451 0.50704225],0.457983193277311,0.512605042016807,0.794117647058823,1,1,1,0.460251046025105,0.46218487394958,0.457983193277311,0.536,0.563025210084034,0.512605042016807,0.796342477140482,0.805042016806723,0.794117647058823
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.50840336 0.47478992 0.52941176 0.43277311],0.487465181058496,0.481894150417827,0.806079664570231,1,1,1,0.442424242424242,0.424418604651163,0.484936575052854,0.477528089887641,0.454545454545455,0.483086680761099,0.802771855010661,0.789308176100629,0.806079664570231
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1440,480,480,0.6,0.2,0.2, [0.63541667 0.67708333 0.65277778 0.60069444 0.65972222],0.572649572649573,0.598290598290598,0.821278825995807,0.90020366598778,0.920833333333333,0.897916666666667,0.586776859504132,0.601694915254237,0.57239918176505,0.611570247933884,0.637931034482759,0.598626534190532,0.825753704649974,0.846960167714885,0.821278825995807
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5625     0.57291667 0.52083333 0.53125    0.60638298],0.490566037735849,0.452830188679245,0.78391959798995,0.99163179916318,0.99163179916318,0.99163179916318,0.456375838926174,0.485714285714286,0.490048154093098,0.491228070175439,0.506024096385542,0.450380469245403,0.784461152882206,0.798469387755102,0.784135683976561
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.83613445 0.81932773 0.78151261 0.78991597 0.82627119],0.597222222222222,0.619444444444444,0.807651991614256,0.925634295713036,0.890572390572391,0.928451178451178,0.611260053619303,0.644067796610169,0.59799018245809,0.624657534246575,0.622950819672131,0.61938501435584,0.804891015417331,0.793501048218029,0.807651991614256
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.77604167 0.80729167 0.82291667 0.80729167 0.8125    ],0.565625,0.55,0.815,0.986472424557752,0.9875,0.986458333333333,0.572307692307692,0.570552147239264,0.565530850689696,0.566265060240964,0.566265060240964,0.549366296354248,0.817058096415328,0.817058096415328,0.814976582973783
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,1194,398,398,0.6,0.2,0.2, [0.65416667 0.6625     0.69747899 0.65966387 0.65546218],0.585434173669468,0.535014005602241,0.786163522012579,0.921140939597315,0.919597989949749,0.921273031825796,0.622448979591837,0.655913978494624,0.582342954159592,0.541436464088398,0.573099415204678,0.536549707602339,0.790339157245632,0.806079664570231,0.786163522012579
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdne,32,84,116,10, low_bits_4_shifted_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.74166667 0.76470588 0.76890756 0.78571429 0.77310924],0.597765363128492,0.569832402234637,0.769916142557652,0.878343399482312,0.854026845637584,0.881711409395973,0.581395348837209,0.549450549450549,0.598588911088911,0.569832402234637,0.579545454545455,0.569992507492507,0.76410531972058,0.745283018867924,0.769916142557652
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116,10, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.525      0.47916667 0.46666667 0.4625     0.49159664],0.526760563380282,0.509859154929577,0.820754716981132,1,1,1,0.53072625698324,0.527777777777778,0.526746031746032,0.521978021978022,0.542857142857143,0.51031746031746,0.821875,0.827044025157233,0.820754716981132
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,948,316,316,0.6,0.2,0.2, [0.5        0.41052632 0.44210526 0.49473684 0.51595745],0.496835443037975,0.506329113924051,0.794936708860759,0.990455991516437,0.985232067510548,0.990506329113924,0.513761467889908,0.515337423312883,0.49623080315971,0.5,0.4875,0.506570512820513,0.79519595448799,0.789209535759097,0.794987909642
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.64285714 0.73109244 0.66806723 0.65966387 0.64830508],0.561111111111111,0.572222222222222,0.80083857442348,0.943615257048093,0.957912457912458,0.942760942760943,0.596938775510204,0.646408839779006,0.560634587487268,0.616915422885572,0.692737430167598,0.572888052100373,0.81,0.849056603773585,0.80083857442348
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdn,4,148,152,12, low_bits_4_shifted_2, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.50694444 0.46875    0.48958333 0.53819444 0.52097902],0.485106382978723,0.519148936170213,0.873689727463312,0.995135510771369,0.995827538247566,0.995132127955494,0.471615720524018,0.453781512605042,0.485511445957693,0.502202643171806,0.491379310344828,0.518798898869893,0.872823218997362,0.866876310272536,0.873689727463312
ensemble_model_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158,8, lab, svdn,960,320,320,0.6,0.2,0.2, [0.515625   0.49479167 0.51041667 0.53645833 0.50520833],0.5125,0.528125,0.808125,1,1,1,0.509433962264151,0.515923566878981,0.512563010433355,0.501650165016502,0.475,0.528125,0.805819101834282,0.799247176913425,0.808091832541395
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.72916667 0.72535211 0.75352113 0.77464789],0.57563025210084,0.61344537815126,0.823529411764706,0.976157082748948,0.974789915966386,0.976190476190476,0.627306273062731,0.758928571428571,0.585813492063492,0.699346405228758,0.84251968503937,0.596935518195361,0.837209302325581,0.906040268456376,0.823390504598558
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48601399 0.49300699 0.51748252 0.5034965  0.52097902],0.506276150627615,0.510460251046025,0.876834381551363,1,1,1,0.458715596330275,0.442477876106195,0.502984969799129,0.526315789473684,0.515873015873016,0.510148897317039,0.87598944591029,0.870020964360587,0.876834381551363
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.87368421 0.86315789 0.87894737 0.86842105 0.85638298],0.566455696202532,0.588607594936709,0.820253164556962,0.981934112646121,0.974683544303797,0.982067510548523,0.586102719033233,0.664383561643836,0.573368251410153,0.642857142857143,0.680232558139535,0.579699612403101,0.82640586797066,0.853535353535353,0.820168691996103
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.6        0.56842105 0.57368421 0.62631579 0.63157895],0.607594936708861,0.506329113924051,0.774336283185841,0.919875130072841,0.930526315789474,0.918947368421053,0.64367816091954,0.670658682634731,0.603785717156292,0.530120481927711,0.590604026845638,0.510870875698268,0.782449725776965,0.811630847029077,0.774336283185841
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdn,16,142,158, zones, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.52083333 0.53472222 0.49305556 0.53472222 0.50694444],0.4375,0.5375,0.791666666666667,0.994459833795014,0.997222222222222,0.994444444444444,0.478764478764479,0.476923076923077,0.433916083916084,0.557768924302789,0.588235294117647,0.537919299951386,0.797077922077922,0.80623973727422,0.791444741733557
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.79166667 0.828125   0.8        0.78947368],0.572327044025157,0.506289308176101,0.800251256281407,0.97393117831074,0.976987447698745,0.973849372384937,0.630434782608696,0.743589743589744,0.575498575498576,0.585751978891821,0.735099337748344,0.517250267676567,0.813599062133646,0.884076433121019,0.801393854726557
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.72916667 0.73958333 0.65625    0.68085106],0.490566037735849,0.484276729559748,0.638190954773869,0.771480804387569,0.882845188284519,0.738493723849372,0.557377049180328,0.573033707865169,0.479373996789727,0.549450549450549,0.537634408602151,0.47336265884653,0.684210526315789,0.741092636579572,0.631879651623119
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.6875     0.73958333 0.69791667 0.65957447],0.553459119496855,0.547169811320755,0.629396984924623,0.689795918367347,0.707112970711297,0.682008368200837,0.529801324503311,0.470588235294118,0.559618441971383,0.462686567164179,0.397435897435897,0.544396961063628,0.619354838709677,0.597014925373134,0.629725736798242
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65972222 0.66666667 0.67361111 0.65972222 0.64788732],0.610878661087866,0.602510460251046,0.704013377926421,0.758720930232558,0.727019498607242,0.768802228412256,0.629482071713147,0.647540983606557,0.610095278128065,0.59915611814346,0.628318584070796,0.603841831717938,0.698979591836735,0.691919191919192,0.703933017886506
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120,8, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.671875   0.703125   0.71354167 0.67708333 0.671875  ],0.590625,0.5375,0.81375,0.980187695516163,0.979166666666667,0.980208333333333,0.618075801749271,0.63855421686747,0.588757627914254,0.562130177514793,0.620915032679739,0.540996438495558,0.818292682926829,0.839799749687109,0.81378252153519
ensemble_model_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.5034965  0.4965035  0.51748252 0.50352113],0.516666666666667,0.529166666666667,0.879979035639413,1,1,1,0.495652173913043,0.459677419354839,0.518631813125695,0.484018264840183,0.456896551724138,0.526835372636262,0.877996803409696,0.863731656184486,0.879979035639413
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.47916667 0.54583333 0.50416667 0.47478992 0.5210084 ],0.539325842696629,0.48876404494382,0.816561844863732,0.996661101836394,0.998327759197324,0.996655518394649,0.534090909090909,0.528089887640449,0.539325842696629,0.485875706214689,0.48314606741573,0.48876404494382,0.816176470588235,0.814465408805031,0.816561844863732
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57142857 0.59663866 0.6302521  0.56722689 0.67226891],0.523676880222841,0.54874651810585,0.775681341719077,0.920899250624479,0.929411764705882,0.920168067226891,0.546419098143236,0.60233918128655,0.527233420430509,0.588832487309645,0.617021276595745,0.54535274356103,0.782961460446247,0.809224318658281,0.775681341719078
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.67361111 0.69444444 0.68055556 0.70138889 0.61267606],0.573221757322176,0.569037656903766,0.816889632107023,0.980392156862745,0.974930362116992,0.98050139275766,0.595238095238095,0.657894736842105,0.576947368421053,0.611320754716981,0.692307692307692,0.57156368221942,0.822095857026807,0.857627118644068,0.817427420708173
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.60416667 0.6875     0.59375    0.60416667 0.65625   ],0.55625,0.54375,0.81625,0.993710691823899,0.9875,0.99375,0.579881656804734,0.644736842105263,0.56046365914787,0.557575757575758,0.621621621621622,0.549182903834067,0.818742293464858,0.851282051282051,0.817104440275172
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.66666667 0.72916667 0.6875     0.77659574],0.566037735849057,0.566037735849057,0.767587939698492,0.902691511387164,0.912133891213389,0.901673640167364,0.530612244897959,0.52,0.563571428571429,0.517482517482517,0.486842105263158,0.562698161065314,0.760672703751617,0.753846153846154,0.767317165593028
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.525      0.45833333 0.46666667 0.49159664 0.44117647],0.5,0.528089887640449,0.814989517819707,0.994132439228835,0.991638795986622,0.994147157190635,0.50828729281768,0.50828729281768,0.499857932123126,0.525423728813559,0.531428571428571,0.528145224940805,0.815086432687271,0.815513626834382,0.814989517819707
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.49305556 0.54166667 0.52112676 0.49295775],0.449579831932773,0.5,0.787751677852349,0.995804195804196,0.994413407821229,0.995810055865922,0.473895582329317,0.440298507462687,0.450918484500574,0.484848484848485,0.48695652173913,0.499575821845175,0.788284518828452,0.775947281713344,0.787973640856672
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdne,16,142,158,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.67361111 0.58333333 0.5915493  0.64084507 0.66197183],0.542016806722689,0.605042016806723,0.699159663865546,0.786795048143054,0.801120448179272,0.782913165266106,0.528138528138528,0.495934959349593,0.54361965358784,0.584070796460177,0.568965517241379,0.604154889768231,0.697635135135135,0.692953020134228,0.699170112760717
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.46666667 0.49579832 0.49579832 0.50840336],0.504201680672269,0.535014005602241,0.820230607966457,1,1,1,0.495726495726496,0.478021978021978,0.504725274725275,0.528409090909091,0.531428571428571,0.534945054945055,0.819188191881919,0.814465408805031,0.820230607966457
ensemble_model_N8_B146_E154_nb_zones_12_lab_svd,8,146,154,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.64685315 0.61188811 0.6958042  0.66901408],0.654166666666667,0.616666666666667,0.84643605870021,0.917018284106891,0.913165266106443,0.917366946778711,0.67704280155642,0.701612903225807,0.652530589543938,0.646153846153846,0.724137931034483,0.620133481646274,0.848891181021145,0.862683438155136,0.84643605870021
ensemble_model_N32_B84_E116_nb_zones_12_lab_svd,32,84,116,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.80769231 0.81818182 0.85664336 0.83916084 0.79577465],0.666666666666667,0.645833333333333,0.874737945492663,0.947813822284908,0.941176470588235,0.948179271708684,0.699248120300752,0.75609756097561,0.664373566812591,0.661354581673307,0.709401709401709,0.647383781530123,0.876485788113695,0.888888888888889,0.874737945492663
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.61888112 0.61538462 0.59440559 0.59090909 0.61267606],0.525,0.595833333333333,0.808700209643606,0.893203883495146,0.901960784313726,0.892156862745098,0.525,0.577981651376147,0.529448840955249,0.654804270462633,0.702290076335878,0.585089992296379,0.814060112073357,0.837526205450734,0.808700209643606
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158,6, low_bits_4, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75694444 0.6875     0.71527778 0.71830986 0.69014085],0.567226890756302,0.550420168067227,0.786073825503356,0.935251798561151,0.907821229050279,0.937150837988827,0.579591836734694,0.617391304347826,0.568858253799929,0.580392156862745,0.601626016260163,0.548639095086603,0.786610878661088,0.788590604026846,0.786073825503356
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.66666667 0.63541667 0.72340426 0.64893617],0.525316455696203,0.544303797468354,0.761363636363636,0.90948275862069,0.886554621848739,0.911764705882353,0.489795918367347,0.467532467532467,0.523889690556357,0.513513513513514,0.475,0.545192307692308,0.75098814229249,0.721518987341772,0.761263272008417
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.69166667 0.66666667 0.68487395 0.64705882 0.7394958 ],0.560224089635854,0.574229691876751,0.799266247379455,0.936967632027257,0.921273031825796,0.938023450586265,0.501587301587302,0.448863636363636,0.558685961828227,0.530864197530864,0.475138121546961,0.575637242591662,0.788747931605075,0.749475890985325,0.799266247379455
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.5034965  0.56993007 0.51748252 0.52816901],0.504166666666667,0.508333333333333,0.566561844863732,0.493996569468268,0.403361344537815,0.586834733893557,0.37037037037037,0.28,0.513913043478261,0.289156626506024,0.208695652173913,0.496347826086956,0.456278763971072,0.363731656184486,0.566561844863732
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.60416667 0.71276596 0.62765957 0.60638298 0.63829787],0.585987261146497,0.554140127388535,0.797709923664122,0.950207468879668,0.970338983050847,0.949152542372881,0.636871508379888,0.678571428571429,0.579011741682975,0.551282051282051,0.623188405797101,0.561594202898551,0.805385556915545,0.845758354755784,0.798194038838849
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.70629371 0.68531469 0.70979021 0.62937063 0.64788732],0.545833333333333,0.595833333333333,0.881551362683438,0.985915492957746,0.980392156862745,0.985994397759104,0.565737051792829,0.645454545454546,0.553496503496504,0.652329749103943,0.7,0.586363636363636,0.884102564102564,0.90356394129979,0.881551362683438
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158, zones, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.453125   0.5        0.52083333 0.51041667 0.50526316],0.510971786833856,0.539184952978056,0.804511278195489,0.990575916230366,0.987473903966597,0.990605427974948,0.472972972972973,0.454545454545455,0.509090909090909,0.542056074766355,0.505813953488372,0.542022623002689,0.801526717557252,0.782608695652174,0.804705106359589
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.67361111 0.6971831  0.75352113 0.75352113],0.53781512605042,0.634453781512605,0.740336134453781,0.84,0.823529411764706,0.843137254901961,0.541666666666667,0.541666666666667,0.537782485875706,0.583732057416268,0.544642857142857,0.629464285714286,0.731070496083551,0.713073005093379,0.740063956789618
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.72916667 0.703125   0.74210526 0.73157895 0.74736842],0.547169811320755,0.562893081761006,0.806289308176101,0.973985431841832,0.981132075471698,0.973794549266247,0.571428571428571,0.611464968152866,0.547968508921154,0.550161812297735,0.562913907284768,0.562894079390887,0.808219178082192,0.826751592356688,0.806543498041698
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdne,16,142,158,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.75       0.71527778 0.65277778 0.70138889 0.65972222],0.591666666666667,0.579166666666667,0.823333333333333,0.981818181818182,0.975,0.981944444444444,0.6171875,0.692982456140351,0.596491228070176,0.580912863070539,0.619469026548672,0.581388056581423,0.825082508250825,0.851788756388416,0.823936792549836
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.77604167 0.6875     0.68421053 0.65263158 0.65789474],0.660377358490566,0.628930817610063,0.69748427672956,0.74059003051882,0.763102725366876,0.732704402515723,0.717277486910995,0.791907514450867,0.647677895156468,0.670391061452514,0.774193548387097,0.632495547199683,0.720835751596053,0.771428571428571,0.696542311191993
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.46153846 0.48951049 0.45804196 0.48951049 0.49295775],0.541666666666667,0.483333333333333,0.876834381551363,0.999299229152067,0.99859943977591,0.999299719887955,0.525862068965517,0.521367521367521,0.541171565561809,0.504,0.51219512195122,0.482593287471336,0.876898899947617,0.877358490566038,0.876834381551363
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158,4, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.63541667 0.61458333 0.57446809 0.68085106],0.5,0.468354430379747,0.708333333333333,0.854077253218884,0.836134453781513,0.857142857142857,0.521212121212121,0.524390243902439,0.499037227214377,0.487804878048781,0.470588235294118,0.468170829975826,0.709433962264151,0.696296296296296,0.708613264427218
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.55416667 0.49166667 0.46218487 0.51680672 0.53781513],0.49859943977591,0.529411764705882,0.814989517819707,0.994974874371859,0.994974874371859,0.994974874371859,0.49859943977591,0.486338797814208,0.498916525343885,0.514450867052023,0.511494252873563,0.528971170152629,0.813916710595677,0.809224318658281,0.814989517819707
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116,10, low_bits_6, svdne,1200,400,400,0.6,0.2,0.2, [0.825      0.8375     0.7875     0.80416667 0.82916667],0.550847457627119,0.629943502824859,0.823899371069182,0.961602671118531,0.96,0.961666666666667,0.625882352941176,0.764367816091954,0.554406130268199,0.682808716707022,0.783333333333333,0.627298850574713,0.834970530451866,0.890985324947589,0.823899371069182
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.79411765 0.80672269 0.80672269 0.8697479  0.84033613],0.584958217270195,0.557103064066852,0.808176100628931,0.951096121416526,0.947899159663866,0.951260504201681,0.665168539325843,0.855491329479769,0.594412331406551,0.652078774617068,0.801075268817204,0.547936478339238,0.824712643678161,0.90251572327044,0.808176100628931
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.625      0.6875     0.71527778 0.72222222 0.70833333],0.5625,0.583333333333333,0.819166666666667,0.983193277310924,0.975,0.983333333333333,0.560669456066946,0.52755905511811,0.564664483311268,0.572649572649573,0.558333333333333,0.583333333333333,0.817186183656276,0.799011532125206,0.819404585624154
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.72105263 0.67894737 0.70526316 0.67368421 0.73157895],0.588607594936709,0.632911392405063,0.740834386852086,0.821739130434782,0.79578947368421,0.827368421052631,0.608433734939759,0.664473684210526,0.591383183568678,0.686486486486486,0.738372093023256,0.62265826873385,0.747225647348952,0.758448060075094,0.740654425950701
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.66666667 0.63888889 0.70138889 0.62676056],0.556485355648536,0.518828451882845,0.694816053511706,0.798319327731092,0.793871866295265,0.799442896935933,0.543103448275862,0.547826086956522,0.55617110799439,0.545454545454545,0.565573770491803,0.517829620288637,0.69557964970809,0.699664429530201,0.694832214765101
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6125     0.55042017 0.61764706 0.6092437  0.58823529],0.53072625698324,0.525139664804469,0.765199161425577,0.908789386401327,0.919463087248322,0.907718120805369,0.5,0.466666666666667,0.531086142322097,0.508670520231214,0.49438202247191,0.524968789013733,0.76271186440678,0.754716981132076,0.765199161425577
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdn,26,87,113,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48951049 0.54545455 0.50699301 0.57342657 0.52797203],0.468619246861925,0.543933054393305,0.582285115303983,0.605762473647224,0.602797202797203,0.607692307692308,0.48582995951417,0.47244094488189,0.468363329583802,0.515555555555556,0.517857142857143,0.542393138357705,0.579419525065963,0.575471698113208,0.582285115303983
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.76666667 0.71666667 0.75833333 0.7875     0.78571429],0.450704225352113,0.490140845070423,0.745283018867924,0.906462585034014,0.889816360601002,0.908180300500835,0.488188976377953,0.55688622754491,0.456634603134157,0.5249343832021,0.531914893617021,0.487514333036056,0.74922600619195,0.761006289308176,0.745283018867925
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.6        0.57916667 0.62184874 0.63445378 0.6512605 ],0.602240896358543,0.644257703081233,0.65356394129979,0.653710247349823,0.619765494137353,0.671691792294807,0.624338624338624,0.644808743169399,0.601140003768607,0.650137741046832,0.67816091954023,0.645091388731864,0.647090229578217,0.635220125786163,0.65356394129979
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.78125    0.734375   0.71052632 0.67894737 0.75263158],0.572327044025157,0.506289308176101,0.79622641509434,0.967539267015707,0.968553459119497,0.967505241090147,0.595238095238095,0.641025641025641,0.573599240265907,0.525679758308157,0.557692307692308,0.507241215574549,0.800246609124538,0.82256020278834,0.796423671930999
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.68881119 0.64685315 0.67832168 0.60915493],0.604166666666667,0.591666666666667,0.84853249475891,0.932299012693935,0.925770308123249,0.932773109243698,0.624505928853755,0.622047244094488,0.603059020277333,0.59504132231405,0.63716814159292,0.594174621977562,0.848928384736017,0.851153039832285,0.84853249475891
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.8487395  0.81932773 0.85294118 0.84453782 0.8487395 ],0.557103064066852,0.596100278551532,0.822851153039832,0.97098976109215,0.956302521008403,0.971428571428572,0.559556786703601,0.543010752688172,0.557632543974144,0.609164420485175,0.653179190751445,0.598094971719809,0.822478991596639,0.820754716981132,0.822851153039832
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdne,32,84,116,10, low_bits_4_shifted_2, svdne,1200,400,400,0.6,0.2,0.2, [0.725      0.77916667 0.8        0.79583333 0.775     ],0.610169491525424,0.601694915254237,0.835953878406709,0.971380471380471,0.961666666666667,0.971666666666667,0.596491228070175,0.586206896551724,0.609770114942529,0.602816901408451,0.594444444444444,0.601819923371648,0.83395225464191,0.823899371069182,0.835953878406709
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.55208333 0.5        0.5625     0.47916667],0.48125,0.49375,0.795,1,1,1,0.471337579617834,0.468354430379747,0.481090795436787,0.496894409937888,0.476190476190476,0.494674185463659,0.794486215538847,0.786600496277916,0.795063472320318
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svd,8,146,154,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.66433566 0.61888112 0.71328671 0.64685315 0.69366197],0.4625,0.520833333333333,0.636792452830189,0.689273356401384,0.697478991596639,0.685574229691877,0.464730290456432,0.462809917355372,0.462497395652476,0.518828451882845,0.521008403361345,0.520834780193069,0.64,0.645702306079665,0.636792452830189
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57291667 0.47552448 0.54895105 0.51048951 0.48251748],0.495798319327731,0.457983193277311,0.618448637316562,0.673037542662116,0.68854748603352,0.665502793296089,0.538461538461538,0.555555555555556,0.492063492063492,0.498054474708171,0.571428571428571,0.464285714285714,0.632694248234107,0.657232704402516,0.618448637316562
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.70833333 0.74305556 0.77083333 0.69444444 0.72916667],0.616666666666667,0.616666666666667,0.814166666666667,0.944837340876945,0.927777777777778,0.945833333333333,0.596491228070175,0.673267326732673,0.624403447538999,0.61344537815126,0.608333333333333,0.616666666666667,0.809889173060529,0.817555938037866,0.814270699228949
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.50699301 0.5034965  0.54195804 0.53169014],0.495833333333333,0.5,0.868972746331237,0.993719469644103,0.997198879551821,0.993697478991597,0.485106382978723,0.504424778761062,0.496306877569507,0.516129032258065,0.503937007874016,0.499756114556477,0.869519832985386,0.873165618448637,0.868972746331237
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdn,4,148,152, zones, low_bits_4_shifted_2, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.49652778 0.52083333 0.52430556 0.54166667 0.55244755],0.476595744680851,0.446808510638298,0.858490566037736,0.988202637057599,0.990264255910987,0.98817802503477,0.502024291497976,0.512396694214876,0.475496592721473,0.462809917355372,0.491228070175439,0.448093373930695,0.860103626943005,0.870020964360587,0.858490566037736
svm_model_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.80769231 0.81118881 0.77622378 0.7972028  0.8556338 ],0.683333333333333,0.708333333333333,0.842243186582809,0.891228070175439,0.889355742296919,0.891456582633053,0.634615384615385,0.622641509433962,0.676992396508026,0.710743801652893,0.641791044776119,0.717121937482399,0.839466666666667,0.824947589098533,0.842243186582809
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.6625     0.6625     0.62083333 0.65       0.64166667],0.570621468926554,0.562146892655367,0.623689727463312,0.656066945606695,0.653333333333333,0.6575,0.539393939393939,0.514450867052023,0.569380129658608,0.540059347181009,0.502762430939227,0.563519943793313,0.614393125671321,0.59958071278826,0.623689727463312
ensemble_model_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.63445378 0.61764706 0.59663866 0.60504202 0.62711864],0.5,0.522222222222222,0.806603773584905,0.985702270815812,0.986531986531986,0.985690235690236,0.585253456221198,0.713483146067416,0.502345968638103,0.609090909090909,0.736263736263736,0.519817261390295,0.821134270479884,0.887840670859539,0.806603773584905
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.73611111 0.76388889 0.73611111 0.74305556 0.78169014],0.539748953974895,0.589958158995816,0.800167224080268,0.955523672883788,0.927576601671309,0.956824512534819,0.583333333333333,0.652542372881356,0.541147219498529,0.628787878787879,0.638461538461538,0.585285815102329,0.804897959183673,0.812191103789127,0.799983497565192
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63541667 0.60839161 0.61888112 0.63286713 0.68531469],0.596638655462185,0.61344537815126,0.738993710691824,0.777618364418938,0.756983240223464,0.783519553072626,0.647058823529412,0.739495798319328,0.596638655462185,0.656716417910448,0.739495798319328,0.61344537815126,0.742502585315408,0.752620545073375,0.738993710691824
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.8375     0.87083333 0.85294118 0.83613445 0.82352941],0.644257703081233,0.596638655462185,0.825995807127883,0.947818648417451,0.927973199329983,0.94891122278057,0.652054794520548,0.708333333333333,0.64781746031746,0.630769230769231,0.650793650793651,0.593253968253968,0.827442827442827,0.834381551362683,0.825995807127883
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svd,40,80,120,10, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.78333333 0.80833333 0.7875     0.8375     0.78151261],0.583098591549296,0.526760563380282,0.818134171907757,0.973617021276596,0.954924874791319,0.974123539232053,0.624365482233503,0.710982658959538,0.586260560249,0.573604060913705,0.620879120879121,0.524312392809503,0.823229750382068,0.846960167714885,0.818134171907757
svm_model_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.734375   0.73958333 0.72916667 0.72395833 0.71578947],0.614420062695925,0.614420062695925,0.694862155388471,0.765792031098153,0.822546972860125,0.748434237995825,0.664850136239782,0.767295597484277,0.614897798742138,0.672,0.773006134969325,0.610862041843637,0.725014116318464,0.801498127340824,0.694459755494311
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.45804196 0.47552448 0.55244755 0.48943662],0.5,0.495833333333333,0.867924528301887,0.992313067784766,0.994397759103642,0.992296918767507,0.504132231404959,0.495934959349593,0.500104231811549,0.476190476190476,0.47008547008547,0.495205336668751,0.867647058823529,0.865828092243187,0.867924528301887
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.69444444 0.66319444 0.66433566 0.65384615 0.62237762],0.578059071729958,0.670886075949367,0.886268343815514,0.97293546148508,0.97768479776848,0.972803347280335,0.56140350877193,0.547008547008547,0.57767094017094,0.669491525423729,0.658333333333333,0.671047008547008,0.886089238845144,0.884696016771489,0.886268343815514
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52083333 0.51666667 0.475      0.56722689 0.44957983],0.514044943820225,0.52247191011236,0.817610062893082,0.99581589958159,0.994983277591973,0.995819397993311,0.507122507122507,0.505681818181818,0.51395202020202,0.53551912568306,0.544444444444444,0.522222222222222,0.817991631799163,0.819706498951782,0.817610062893082
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.64166667 0.65833333 0.675      0.6375     0.68487395],0.580281690140845,0.591549295774648,0.674528301886793,0.726359832635983,0.724540901502504,0.727045075125209,0.608923884514436,0.655367231638418,0.580492604583254,0.602739726027397,0.617977528089888,0.591474639751158,0.680061823802164,0.691823899371069,0.674528301886792
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.67916667 0.6875     0.68907563 0.70168067 0.65966387],0.568627450980392,0.557422969187675,0.776729559748428,0.903061224489796,0.889447236180904,0.904522613065327,0.572222222222222,0.565934065934066,0.568681318681319,0.538011695906433,0.525714285714286,0.556813186813187,0.773162939297125,0.761006289308176,0.776729559748428
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.5        0.51260504 0.53781513 0.44957983],0.481792717086835,0.478991596638655,0.80398322851153,0.99749373433584,1,0.99748743718593,0.506666666666667,0.519125683060109,0.480827209346147,0.483333333333333,0.5,0.479508196721311,0.806418219461698,0.816561844863732,0.80398322851153
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.6875     0.70422535 0.69014085 0.6971831  0.68309859],0.514767932489452,0.556962025316456,0.786677908937605,0.953191489361702,0.943820224719101,0.953651685393258,0.518828451882845,0.525423728813559,0.514812704742914,0.581673306772908,0.588709677419355,0.555416785612332,0.788284518828452,0.787625418060201,0.786669851887243
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.44791667 0.54166667 0.5625     0.5       ],0.48125,0.53125,0.79375,0.985386221294363,0.983333333333333,0.985416666666667,0.496969696969697,0.482352941176471,0.481176470588235,0.528301886792453,0.531645569620253,0.531254883575559,0.794520547945205,0.789603960396039,0.793791879187919
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.48611111 0.46527778 0.49305556 0.50694444 0.47183099],0.435146443514644,0.493723849372385,0.501672240802676,0.291666666666667,0.194986072423398,0.526462395543176,0.140127388535032,0.085271317829457,0.465362931642001,0.198675496688742,0.122950819672131,0.501646350007006,0.243654822335025,0.157377049180328,0.508722654282997
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75694444 0.78472222 0.74305556 0.67605634 0.75352113],0.550420168067227,0.516806722689076,0.768456375838926,0.923943661971831,0.916201117318436,0.924581005586592,0.540772532188841,0.552631578947368,0.550509337860781,0.506437768240343,0.541284403669725,0.518704217338738,0.76530612244898,0.774526678141136,0.768605401263694
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.6875     0.74210526 0.72631579 0.75789474 0.71052632],0.526813880126183,0.583596214511041,0.781210592686003,0.929881337648328,0.90546218487395,0.93172268907563,0.576271186440678,0.6,0.52108843537415,0.607142857142857,0.666666666666667,0.586382113821138,0.785405071119357,0.794743429286608,0.781107419852961
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.66666667 0.65625    0.6875     0.625     ],0.55625,0.63125,0.65125,0.692783505154639,0.7,0.689583333333333,0.56441717791411,0.582278481012658,0.556571339271761,0.593103448275862,0.56578947368421,0.6281328320802,0.648171500630517,0.650632911392405,0.651242381622128
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.61666667 0.65       0.6125     0.65       0.70588235],0.588732394366197,0.543661971830986,0.628930817610063,0.671052631578947,0.681135225375626,0.666110183639399,0.594444444444444,0.640718562874252,0.591635877181807,0.580310880829016,0.595744680851064,0.540387310485412,0.63914373088685,0.657232704402516,0.628930817610063
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.66666667 0.63020833 0.625      0.68947368],0.623824451410658,0.605015673981191,0.807644110275689,0.937307297019527,0.951983298538622,0.936325678496868,0.668508287292818,0.720238095238095,0.618397193314412,0.655737704918033,0.740740740740741,0.602854446803491,0.819517930629042,0.861557478368356,0.806890556210862
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.49305556 0.52777778 0.46153846 0.52797203 0.53146853],0.510548523206751,0.49789029535865,0.545073375262054,0.606098319850653,0.679218967921897,0.558577405857741,0.550387596899225,0.612068965517241,0.512646053006555,0.554307116104869,0.611570247933884,0.495440296380735,0.592870544090056,0.662473794549266,0.545073375262054
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svd,8,146,154, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.67832168 0.67482517 0.68181818 0.6443662 ],0.608333333333333,0.575,0.812893081761006,0.886539816772375,0.880952380952381,0.887254901960784,0.548076923076923,0.504424778761062,0.602606090167933,0.571428571428571,0.535433070866142,0.577451048707407,0.80857908847185,0.790356394129979,0.812893081761006
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.76388889 0.64583333 0.72916667 0.67361111 0.65972222],0.5375,0.591666666666667,0.774166666666667,0.914835164835165,0.925,0.913888888888889,0.564705882352941,0.679245283018868,0.552309208673613,0.668918918918919,0.697183098591549,0.567979304397815,0.788115715402658,0.828947368421053,0.773426386913229
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svd,16,142,158,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.68229167 0.69791667 0.71052632 0.69473684 0.67894737],0.550314465408805,0.490566037735849,0.715094339622641,0.84928716904277,0.874213836477987,0.844863731656184,0.626631853785901,0.701754385964912,0.537952022914429,0.564516129032258,0.664556962025316,0.491653481012658,0.739205526770294,0.796526054590571,0.71395180280549
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.52083333 0.53125    0.64583333 0.66666667 0.66666667],0.6375,0.58125,0.8425,0.997912317327766,0.995833333333333,0.997916666666667,0.691489361702128,0.677083333333333,0.627604166666667,0.649214659685864,0.652631578947368,0.564777327935223,0.853146853146853,0.849187935034803,0.841938140959136
ensemble_model_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.67708333 0.73958333 0.703125   0.68947368 0.72631579],0.588050314465409,0.647798742138365,0.821608040201005,0.956336528221512,0.939330543933054,0.957112970711297,0.599388379204893,0.6125,0.587895569620253,0.664670658682635,0.69811320754717,0.647798742138365,0.8225,0.825595984943538,0.82160302391831
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57563025 0.64705882 0.61764706 0.60504202 0.57563025],0.618384401114206,0.571030640668524,0.784067085953878,0.901062959934587,0.926050420168067,0.898319327731092,0.638522427440633,0.699421965317919,0.621216359003046,0.615,0.661290322580645,0.567639380943502,0.794205794205794,0.833333333333333,0.784067085953879
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.50694444 0.45138889 0.46527778 0.53472222 0.50694444],0.470833333333333,0.541666666666667,0.8025,1,1,1,0.48995983935743,0.530434782608696,0.473217391304348,0.545454545454546,0.564102564102564,0.542213883677298,0.80429397192403,0.822635135135135,0.80276493598862
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.46527778 0.50347222 0.5        0.47202797 0.49300699],0.485232067510549,0.527426160337553,0.872117400419287,0.993016759776536,0.99163179916318,0.99302649930265,0.491666666666667,0.483606557377049,0.48528153955809,0.517241379310345,0.521739130434783,0.527263007840342,0.871848739495798,0.870020964360587,0.872117400419287
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svd,32,84,116, zones, lab, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.83680556 0.77777778 0.81597222 0.81468531 0.81118881],0.63135593220339,0.61864406779661,0.863731656184486,0.941508104298802,0.930362116991644,0.942200557103064,0.629787234042553,0.660714285714286,0.632776497695852,0.6484375,0.669354838709677,0.615927419354839,0.863874345549738,0.864779874213837,0.863731656184486
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152,12, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.62847222 0.57986111 0.59722222 0.61111111 0.65734266],0.676595744680851,0.625531914893617,0.626310272536688,0.620594333102972,0.624478442280946,0.618219749652295,0.669565217391304,0.631147540983607,0.678405628898883,0.6,0.584070796460177,0.624002611344843,0.624143384290986,0.620545073375262,0.626310272536688
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.63445378 0.60084034 0.66806723 0.62184874 0.62711864],0.563888888888889,0.588888888888889,0.79769392033543,0.93255620316403,0.942760942760943,0.931818181818182,0.550143266475645,0.551724137931034,0.563496477567668,0.60427807486631,0.60752688172043,0.588246199480905,0.799376299376299,0.806079664570231,0.79769392033543
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.85294118 0.78571429 0.81932773 0.81092437 0.75847458],0.630555555555556,0.608333333333333,0.838574423480084,0.971332209106239,0.96969696969697,0.971380471380471,0.685579196217494,0.814606741573034,0.632578096061242,0.656934306569343,0.741758241758242,0.606834177058896,0.847524752475247,0.89727463312369,0.838574423480084
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.67916667 0.71666667 0.72689076 0.76890756 0.67647059],0.591036414565826,0.591036414565826,0.832285115303983,0.976430976430976,0.971524288107203,0.976549413735343,0.573099415204678,0.566473988439306,0.590302211610958,0.601092896174863,0.597826086956522,0.590820557929128,0.831223628691983,0.825995807127883,0.832285115303983
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdne,4,148,152,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61805556 0.62587413 0.64685315 0.61538462 0.63986014],0.558823529411765,0.550420168067227,0.624737945492663,0.61171032357473,0.554469273743017,0.64804469273743,0.406779661016949,0.310344827586207,0.552713397399661,0.462311557788945,0.377049180327869,0.554903900508762,0.572281959378734,0.5020964360587,0.624737945492663
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.60416667 0.59574468 0.57446809 0.57446809],0.594936708860759,0.525316455696203,0.80379746835443,0.966101694915254,0.962025316455696,0.966244725738397,0.644444444444444,0.69047619047619,0.588481338481338,0.581005586592179,0.619047619047619,0.518983268983269,0.813477737665463,0.834567901234568,0.80299823633157
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.70833333 0.69270833 0.73157895 0.69473684 0.7       ],0.531446540880503,0.562893081761006,0.713207547169811,0.80952380952381,0.748427672955975,0.823899371069182,0.580281690140845,0.624242424242424,0.527807486631016,0.585074626865672,0.644736842105263,0.566344324667089,0.709923664122137,0.702770780856423,0.713194435654342
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.8125     0.81932773 0.81512605 0.81512605 0.82352941],0.620111731843575,0.642458100558659,0.842767295597484,0.969594594594595,0.963087248322148,0.969798657718121,0.649484536082474,0.724137931034483,0.622938530734633,0.681592039800995,0.744565217391304,0.639523988005997,0.848024316109422,0.877358490566038,0.842767295597484
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.84583333 0.84166667 0.84033613 0.83193277 0.79411765],0.487394957983193,0.557422969187675,0.796121593291405,0.958974358974359,0.939698492462312,0.959798994974874,0.583143507972665,0.775757575757576,0.507670454545455,0.656521739130435,0.786458333333333,0.538683712121212,0.811986466892218,0.880503144654088,0.796121593291405
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.77916667 0.76666667 0.68487395 0.76470588 0.73529412],0.49859943977591,0.57703081232493,0.827044025157233,1,1,1,0.492917847025496,0.483333333333333,0.498728813559322,0.586301369863014,0.604519774011299,0.57725988700565,0.827405857740586,0.829140461215933,0.827044025157233
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.60416667 0.67916667 0.62184874 0.60084034 0.61344538],0.551820728291317,0.579831932773109,0.621069182389937,0.675059008654603,0.718592964824121,0.654103852596315,0.553072625698324,0.578947368421053,0.55291454442558,0.578651685393258,0.553763440860215,0.580975287681569,0.635768261964736,0.661425576519916,0.621069182389937
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,1194,398,398,0.6,0.2,0.2, [0.78333333 0.81666667 0.75630252 0.82773109 0.81512605],0.507002801120448,0.487394957983193,0.80293501048218,0.985702270815812,0.981574539363484,0.985762144053601,0.548717948717949,0.594444444444444,0.506261770244821,0.527131782945736,0.576271186440678,0.488135593220339,0.808748728382503,0.833333333333333,0.80293501048218
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.69270833 0.75520833 0.7        0.68947368 0.66315789],0.581761006289308,0.562893081761006,0.780503144654088,0.920863309352518,0.939203354297694,0.919287211740042,0.612244897959184,0.668789808917197,0.582842109427543,0.614958448753463,0.685185185185185,0.56054131054131,0.791890280262373,0.834170854271357,0.780435553080263
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.60416667 0.50704225 0.52816901 0.61267606],0.453781512605042,0.46218487394958,0.587394957983193,0.661828737300435,0.638655462184874,0.673669467787115,0.449152542372881,0.424,0.455362831858407,0.412844036697248,0.384615384615385,0.460902733630006,0.570428696412948,0.54424040066778,0.587687036205294
svm_model_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.68881119 0.69230769 0.66783217 0.70629371 0.72183099],0.6375,0.65,0.692348008385744,0.727391874180865,0.777310924369748,0.708683473389356,0.681318681318681,0.744,0.632869565217391,0.693430656934307,0.826086956521739,0.65704347826087,0.716835504100338,0.778825995807128,0.692348008385744
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67916667 0.65833333 0.675      0.67083333 0.65546218],0.538028169014084,0.566197183098592,0.658280922431866,0.7328,0.764607679465776,0.721202003338898,0.546961325966851,0.589285714285714,0.540632161955691,0.622549019607843,0.679144385026738,0.559810287751464,0.677227722772277,0.716981132075472,0.658280922431866
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svd,8,146,154,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67482517 0.67832168 0.61538462 0.67482517 0.61538462],0.531380753138075,0.552301255230126,0.866352201257862,0.974719101123595,0.970629370629371,0.974825174825175,0.559055118110236,0.596638655462185,0.531652661064426,0.583657587548638,0.625,0.551995798319328,0.868217054263566,0.880503144654088,0.866352201257862
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49652778 0.51398601 0.48951049 0.5034965  0.52097902],0.441176470588235,0.5,0.583857442348008,0.629274965800273,0.642458100558659,0.621508379888268,0.47843137254902,0.495934959349593,0.439271827500884,0.502092050209205,0.521739130434783,0.500706963591375,0.594069529652352,0.609014675052411,0.583857442348008
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.88235294 0.87815126 0.8697479  0.88235294 0.88559322],0.605555555555555,0.594444444444444,0.84748427672956,0.99746835443038,0.994949494949495,0.997474747474747,0.657004830917874,0.768361581920904,0.608224506807447,0.645631067961165,0.726775956284153,0.59220153746411,0.855295872700149,0.90146750524109,0.84748427672956
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113,12, low_bits_6, svdn,1440,480,480,0.6,0.2,0.2, [0.53125    0.55555556 0.55208333 0.57638889 0.50347222],0.444444444444444,0.504273504273504,0.871069182389937,1,1,1,0.467213114754098,0.463414634146341,0.443419028784882,0.491228070175439,0.504504504504504,0.504284772577456,0.871338912133891,0.873165618448637,0.871069182389937
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.5        0.45138889 0.50694444 0.52112676],0.523012552301255,0.543933054393305,0.810200668896321,0.994397759103642,0.988857938718663,0.994428969359331,0.486486486486487,0.524271844660194,0.523165334094803,0.543933054393305,0.555555555555556,0.544171220400729,0.806808510638298,0.818652849740933,0.810460946750531
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152,12, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.62152778 0.60069444 0.67013889 0.61188811 0.56643357],0.525423728813559,0.51271186440678,0.604297693920335,0.662404092071611,0.721448467966574,0.632311977715877,0.537190082644628,0.580357142857143,0.528081797235023,0.541832669322709,0.548387096774194,0.510800691244239,0.632960622265435,0.682389937106918,0.604297693920335
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svd,16,142,158,8, low_bits_4_shifted_2, svd,948,316,316,0.6,0.2,0.2, [0.7        0.74736842 0.74210526 0.64736842 0.68085106],0.493670886075949,0.610759493670886,0.787974683544304,0.944206008583691,0.928270042194093,0.945147679324894,0.490445859872611,0.509933774834437,0.494360826811158,0.645533141210375,0.682926829268293,0.607910783055199,0.789704959196485,0.797211660329531,0.787986361138217
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.734375   0.703125   0.69791667 0.72916667 0.73958333],0.6,0.5875,0.796875,0.932362122788762,0.933333333333333,0.932291666666667,0.576158940397351,0.547169811320755,0.599671862182116,0.565789473684211,0.524390243902439,0.589118198874296,0.792597319719209,0.773349937733499,0.796963551049937
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.6993007  0.68881119 0.67482517 0.67253521],0.55,0.55,0.834905660377359,0.931010452961672,0.935574229691877,0.930672268907563,0.53448275862069,0.496,0.552347826086957,0.470588235294118,0.417391304347826,0.544695652173913,0.831640833778728,0.815513626834382,0.834905660377359
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.63194444 0.70138889 0.62676056 0.63380282 0.67605634],0.563025210084034,0.53781512605042,0.684873949579832,0.760059612518629,0.714285714285714,0.774509803921569,0.563025210084034,0.598214285714286,0.564980158730159,0.545454545454546,0.540983606557377,0.537733182589033,0.674196350999131,0.656514382402707,0.684684570166295
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.57563025 0.64705882 0.68487395 0.62605042 0.63135593],0.658333333333333,0.652777777777778,0.65041928721174,0.631486367634125,0.604377104377104,0.647306397306397,0.677165354330709,0.686170212765957,0.657038594755072,0.645892351274788,0.662790697674419,0.653203859475507,0.643506146445751,0.631027253668763,0.65041928721174
ensemble_model_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.78321678 0.83916084 0.84615385 0.81468531 0.79577465],0.6625,0.666666666666667,0.890461215932914,0.966244725738397,0.96218487394958,0.966386554621849,0.698884758364312,0.776859504132231,0.661538995763595,0.708029197080292,0.815126050420168,0.667893603722481,0.893638676844784,0.920335429769392,0.890461215932914
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61344538 0.70588235 0.69747899 0.61764706 0.63445378],0.579387186629526,0.571030640668524,0.824947589098533,0.97540288379983,0.966386554621849,0.97563025210084,0.56980056980057,0.578034682080925,0.579339921685624,0.588235294117647,0.591397849462366,0.570265398719622,0.824579831932773,0.822851153039832,0.824947589098533
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svd,40,80,120,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82352941 0.85714286 0.79831933 0.86554622 0.83613445],0.523676880222841,0.520891364902507,0.817085953878407,0.994940978077572,0.991596638655462,0.994957983193277,0.620842572062084,0.782122905027933,0.5243947858473,0.6036866359447,0.727777777777778,0.520313469894475,0.83148237566393,0.90251572327044,0.817085953878407
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.66806723 0.6512605  0.68487395 0.67226891 0.59663866],0.498607242339833,0.520891364902507,0.791928721174004,0.962468723936614,0.969747899159664,0.96218487394958,0.543147208121827,0.587912087912088,0.497345874464519,0.574257425742574,0.655367231638418,0.522738560874154,0.801201802704056,0.838574423480084,0.791928721174004
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71052632 0.67894737 0.78947368 0.72105263 0.73684211],0.512658227848101,0.534810126582278,0.753476611883692,0.906217070600632,0.905263157894737,0.906315789473684,0.579234972677596,0.642424242424242,0.50664258478828,0.576368876080692,0.65359477124183,0.538453827338707,0.765342960288809,0.802017654476671,0.753353567415775
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.61458333 0.64930556 0.65734266 0.68531469 0.65384615],0.645569620253165,0.607594936708861,0.695492662473795,0.680379746835443,0.599721059972106,0.718270571827057,0.584158415841584,0.517543859649123,0.640885750962773,0.550724637681159,0.463414634146341,0.613286264441592,0.652719665271966,0.572327044025157,0.695492662473795
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.58823529 0.57563025 0.59243697 0.59663866 0.55932203],0.525,0.583333333333333,0.830188679245283,0.997481108312342,1,0.997474747474747,0.498533724340176,0.477528089887641,0.524478330658106,0.583333333333333,0.576923076923077,0.583405358686258,0.828752642706131,0.821802935010482,0.830188679245283
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65833333 0.61666667 0.62916667 0.65966387 0.6302521 ],0.561797752808989,0.539325842696629,0.764150943396226,0.890016920473773,0.879598662207358,0.891304347826087,0.589473684210526,0.636363636363636,0.562626262626263,0.563829787234043,0.588888888888889,0.538762626262626,0.767801857585139,0.779874213836478,0.764150943396226
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.75263158 0.75263158 0.74736842 0.73157895 0.70744681],0.537974683544304,0.550632911392405,0.792405063291139,0.957264957264957,0.945147679324894,0.957805907172996,0.532051282051282,0.542483660130719,0.538112995709531,0.553459119496855,0.533333333333333,0.551434878587196,0.790549169859515,0.781565656565657,0.792432574475722
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.45833333 0.47222222 0.47916667 0.44444444 0.45138889],0.4375,0.454166666666667,0.778333333333333,1,1,1,0.405286343612335,0.422018348623853,0.436200014006583,0.451882845188284,0.439024390243902,0.454554930164686,0.775716694772344,0.777027027027027,0.778316145092461
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.70833333 0.68055556 0.78169014 0.61971831 0.68309859],0.57563025210084,0.512605042016807,0.656302521008403,0.739837398373983,0.764705882352941,0.73109243697479,0.632727272727273,0.71900826446281,0.573179345906619,0.560606060606061,0.643478260869565,0.516861081654295,0.679718089271731,0.731871838111299,0.656555684549787
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdn,26,87,113,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.47569444 0.47569444 0.52097902 0.51748252 0.53846154],0.49789029535865,0.489451476793249,0.874213836477987,1,1,1,0.502092050209205,0.47244094488189,0.499856836077309,0.462222222222222,0.472727272727273,0.488332140300644,0.873551106427819,0.868972746331237,0.874213836477987
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.51041667 0.57291667 0.55944056 0.56643357 0.50699301],0.476793248945148,0.535864978902954,0.532494758909853,0.600728155339806,0.690376569037657,0.541143654114365,0.569444444444444,0.650793650793651,0.465036465036465,0.601449275362319,0.747747747747748,0.548477048477048,0.596745027124774,0.691823899371069,0.532494758909853
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.53819444 0.54166667 0.4965035  0.50699301 0.52097902],0.506329113924051,0.518987341772152,0.878930817610063,1,1,1,0.497854077253219,0.495726495726496,0.506196581196581,0.5,0.475,0.519551282051282,0.878100263852243,0.872117400419287,0.878930817610063
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152,12, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.59722222 0.65625    0.64583333 0.60069444 0.62237762],0.582978723404255,0.540425531914894,0.874737945492663,0.977003484320558,0.974965229485396,0.977051460361614,0.584745762711864,0.610619469026549,0.583998259103438,0.571428571428571,0.590163934426229,0.538444799071522,0.875715028601144,0.882599580712788,0.874737945492663
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.64236111 0.62152778 0.69230769 0.66783217 0.62937063],0.578059071729958,0.594936708860759,0.808700209643606,0.883848797250859,0.896792189679219,0.882147838214784,0.579831932773109,0.594827586206897,0.578405528640638,0.609756097560976,0.619834710743802,0.594400113992591,0.81175863847344,0.824947589098533,0.808700209643606
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.65972222 0.63194444 0.68309859 0.62676056 0.6971831 ],0.567226890756302,0.57563025210084,0.774789915966387,0.911357340720222,0.92156862745098,0.910364145658263,0.599221789883268,0.616,0.564637168141593,0.591093117408907,0.646017699115044,0.579008849557522,0.781402936378467,0.805042016806723,0.774789915966387
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152,12, low_bits_5, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.68055556 0.64583333 0.6875     0.66666667 0.66083916],0.540425531914894,0.557446808510638,0.658280922431866,0.677891654465593,0.643949930458971,0.694019471488178,0.557377049180328,0.53968253968254,0.540483471676132,0.527272727272727,0.532110091743119,0.555737585554099,0.643715846994535,0.617400419287212,0.658280922431866
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.51041667 0.46875    0.52797203 0.52097902 0.52097902],0.459915611814346,0.573839662447257,0.879979035639413,1,1,1,0.532846715328467,0.688679245283019,0.481744202794181,0.655290102389079,0.732824427480916,0.555091459023477,0.885557221389305,0.928721174004193,0.879979035639413
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.55729167 0.52604167 0.53157895 0.46315789 0.56842105],0.487421383647799,0.515723270440252,0.549056603773585,0.558498896247241,0.530398322851153,0.580712788259958,0.47588424437299,0.483660130718954,0.487284610814023,0.506410256410257,0.519736842105263,0.515892517438174,0.531066056245912,0.519181585677749,0.548575941353726
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdne,4,148,152,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.61888112 0.6013986  0.61538462 0.6048951  0.61971831],0.6,0.608333333333333,0.892557651991614,0.989488437281009,0.988795518207283,0.989495798319328,0.586206896551724,0.53125,0.604910714285714,0.556603773584906,0.526785714285714,0.603236607142857,0.890432923570283,0.873165618448637,0.892557651991614
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.66386555 0.63865546 0.6302521  0.58403361],0.518105849582173,0.573816155988858,0.788784067085954,0.93631100082713,0.951260504201681,0.935294117647059,0.523415977961432,0.516304347826087,0.518152173913043,0.559077809798271,0.554285714285714,0.57333850931677,0.789994788952579,0.794549266247379,0.788784067085954
svm_model_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.57638889 0.51041667 0.52797203 0.54895105 0.53496503],0.540084388185654,0.472573839662447,0.573899371069182,0.562358276643991,0.518828451882845,0.596234309623431,0.463054187192118,0.412280701754386,0.53540864356012,0.449339207048458,0.414634146341463,0.474860932819855,0.536223616657159,0.492662473794549,0.573899371069182
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.54583333 0.625      0.57563025 0.64705882 0.6092437 ],0.610644257703081,0.582633053221289,0.802410901467505,0.925523012552301,0.926298157453936,0.925460636515913,0.589970501474926,0.526315789473684,0.616451307910495,0.570605187319885,0.592814371257485,0.5832492908919,0.799574694311536,0.788259958071279,0.802410901467505
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69791667 0.72395833 0.76041667 0.70833333 0.74210526],0.551724137931034,0.489028213166144,0.770050125313283,0.936125654450262,0.933194154488518,0.936325678496868,0.56797583081571,0.56969696969697,0.551082251082251,0.492211838006231,0.516339869281046,0.490097645483896,0.771624144368388,0.777917189460477,0.77005997145114
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76760563 0.78169014 0.78873239 0.64084507 0.73239437],0.572033898305085,0.525423728813559,0.777495769881557,0.926686217008798,0.890140845070423,0.929577464788732,0.547085201793722,0.539823008849557,0.57072451255486,0.540983606557377,0.545454545454545,0.524901185770751,0.771105308964317,0.752122241086587,0.777410193055941
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57042254 0.51408451 0.50704225 0.51408451 0.40140845],0.51271186440678,0.432203389830509,0.78595600676819,0.99438202247191,0.997183098591549,0.994366197183099,0.569288389513109,0.612903225806452,0.507344470046083,0.422413793103448,0.411764705882353,0.432378079436903,0.791081750619323,0.801003344481605,0.785775644843542
ensemble_model_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68181818 0.66433566 0.68181818 0.67832168 0.67832168],0.652719665271967,0.548117154811716,0.814989517819707,0.88655462184874,0.885314685314685,0.886713286713287,0.62780269058296,0.569105691056911,0.655242500700869,0.485714285714286,0.439655172413793,0.545030838239417,0.810317033852767,0.790356394129979,0.814989517819707
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61805556 0.70422535 0.66901408 0.6056338  0.64084507],0.527426160337553,0.527426160337553,0.761382799325464,0.916312056737589,0.907303370786517,0.917134831460674,0.476635514018692,0.485714285714286,0.523160173160173,0.504424778761062,0.475,0.528098290598291,0.752838427947598,0.741824440619621,0.76099486493791
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120,10, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7375     0.7375     0.72083333 0.74789916 0.71428571],0.542134831460674,0.567415730337079,0.831761006289308,0.996644295302013,0.993311036789298,0.996655518394649,0.548476454293629,0.578947368421053,0.54352773826458,0.569832402234637,0.551351351351351,0.568073336494389,0.832025117739403,0.833333333333333,0.831761006289308
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.7875     0.69583333 0.63865546 0.72268908 0.71428571],0.549019607843137,0.563025210084034,0.817085953878407,0.973109243697479,0.969849246231156,0.973199329983249,0.579634464751958,0.620111731843575,0.548819910865608,0.571428571428571,0.584269662921348,0.563084552131065,0.819824470831182,0.832285115303983,0.817085953878407
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.73684211 0.72631579 0.72105263 0.73157895 0.70212766],0.563291139240506,0.607594936708861,0.80379746835443,0.948051948051948,0.924050632911392,0.949367088607595,0.551948051948052,0.55921052631579,0.563141848523748,0.621951219512195,0.62962962962963,0.607022607022607,0.801282051282051,0.793147208121827,0.803770573757883
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.85294118 0.86134454 0.81932773 0.86134454 0.82627119],0.613888888888889,0.594444444444444,0.828092243186583,0.963466440101954,0.954545454545455,0.963804713804714,0.687640449438202,0.801047120418848,0.601706992162087,0.654028436018957,0.816568047337278,0.607236903249791,0.839530332681018,0.89937106918239,0.828092243186583
svm_model_N16_B142_E158_nb_zones_10_lab_svd,16,142,158,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.72916667 0.6625     0.68907563 0.73529412 0.68067227],0.607843137254902,0.65546218487395,0.70125786163522,0.7351164797239,0.71356783919598,0.742881072026801,0.575757575757576,0.527777777777778,0.608521657250471,0.632835820895522,0.598870056497175,0.654990583804143,0.6875,0.657232704402516,0.70125786163522
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.61344538 0.58403361 0.60504202 0.60504202],0.587743732590529,0.501392757660167,0.800314465408805,0.954159592529712,0.94453781512605,0.954621848739496,0.58659217877095,0.58659217877095,0.587740533829919,0.478134110787172,0.455555555555556,0.501520794537554,0.797232570516232,0.785115303983228,0.800314465408805
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.72916667 0.72916667 0.69444444 0.82394366],0.589958158995816,0.577405857740586,0.793478260869565,0.932584269662921,0.924791086350975,0.933147632311978,0.62015503875969,0.645161290322581,0.587798036465638,0.61003861003861,0.637096774193548,0.575070126227209,0.799023596419854,0.808896210873147,0.793242672499392
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,1428,476,476,0.6,0.2,0.2, [0.66083916 0.67132867 0.63636364 0.66433566 0.5915493 ],0.575,0.583333333333333,0.830712788259958,0.915087719298246,0.913165266106443,0.915266106442577,0.622222222222222,0.672,0.570782608695652,0.603174603174603,0.660869565217391,0.586434782608696,0.834103749357987,0.851153039832285,0.830712788259958
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.82867133 0.82167832 0.81468531 0.84265734 0.78521127],0.666666666666667,0.725,0.85062893081761,0.898909090909091,0.865546218487395,0.90266106442577,0.68,0.714285714285714,0.667060212514758,0.740157480314961,0.776859504132231,0.724564205847628,0.84832357637041,0.835429769392034,0.85062893081761
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158,6, low_bits_3, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70138889 0.71126761 0.64788732 0.66901408 0.66901408],0.392405063291139,0.447257383966245,0.599494097807757,0.710982658959538,0.691011235955056,0.719101123595506,0.389830508474576,0.393162393162393,0.39241452991453,0.396313364055299,0.380530973451327,0.44429774479018,0.585152838427948,0.571672354948805,0.599169510807736
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.85       0.85       0.85714286 0.8907563  0.82773109],0.557422969187675,0.549019607843137,0.831236897274633,0.997481108312342,0.994974874371859,0.99748743718593,0.590673575129534,0.619565217391304,0.555447348580045,0.592405063291139,0.676300578034682,0.552824202060819,0.836713995943205,0.864779874213837,0.831236897274633
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65546218 0.66806723 0.64285714 0.66386555 0.61344538],0.596100278551532,0.576601671309192,0.793501048218029,0.918964076858814,0.92436974789916,0.918487394957983,0.619422572178478,0.624338624338624,0.594522253345783,0.58695652173913,0.635294117647059,0.579551820728291,0.797533401849949,0.813417190775681,0.793501048218029
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.65416667 0.64285714 0.68067227 0.66806723],0.65266106442577,0.582633053221289,0.787735849056604,0.894568690095847,0.938023450586265,0.889447236180904,0.62874251497006,0.596590909090909,0.651886614766449,0.54434250764526,0.491712707182321,0.583924535409342,0.788290642969158,0.790356394129979,0.787735849056604
svm_model_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.84166667 0.86666667 0.83613445 0.86554622 0.84453782],0.624649859943978,0.666666666666667,0.834905660377359,0.948675496688742,0.959798994974874,0.948073701842546,0.637837837837838,0.662921348314607,0.624756763542778,0.670360110803324,0.675977653631285,0.666640512208901,0.837545126353791,0.851153039832285,0.834905660377359
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67083333 0.65833333 0.63333333 0.65416667 0.64285714],0.554929577464789,0.56056338028169,0.79769392033543,0.939495798319328,0.93322203672788,0.939899833055092,0.586387434554974,0.629213483146067,0.554719735923316,0.576086956521739,0.598870056497175,0.560670983304767,0.801030927835052,0.814465408805031,0.79769392033543
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.82291667 0.8125     0.7972028  0.8006993  0.81468531],0.556962025316456,0.531645569620253,0.822851153039832,0.911976911976912,0.881450488145049,0.914923291492329,0.597701149425287,0.634146341463415,0.553915275994865,0.577946768060837,0.666666666666667,0.536585365853658,0.82303664921466,0.823899371069182,0.822851153039832
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,1188,396,396,0.6,0.2,0.2, [0.78571429 0.78151261 0.82352941 0.80672269 0.83898305],0.580555555555556,0.563888888888889,0.815513626834382,0.962648556876061,0.954545454545455,0.962962962962963,0.69120654396728,0.918478260869565,0.572875494071146,0.668076109936575,0.897727272727273,0.571146245059289,0.835514018691589,0.937106918238994,0.815513626834382
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,1440,480,480,0.6,0.2,0.2, [0.65972222 0.65972222 0.67361111 0.69791667 0.68055556],0.521367521367521,0.525641025641026,0.837002096436059,0.93758865248227,0.918055555555556,0.938888888888889,0.5,0.523364485981308,0.521524762675694,0.564705882352941,0.566929133858268,0.52178232393848,0.835362625727898,0.827044025157233,0.837002096436059
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.57291667 0.48421053 0.56842105 0.49473684],0.459119496855346,0.477987421383648,0.787421383647799,1,1,1,0.459119496855346,0.467948717948718,0.459283000949668,0.471337579617834,0.474358974358974,0.477920227920228,0.786885245901639,0.790874524714829,0.78744724987302
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.53472222 0.51388889 0.53472222 0.55555556 0.58450704],0.485355648535565,0.514644351464435,0.724916387959866,0.873949579831933,0.86908077994429,0.874651810584958,0.443438914027149,0.429824561403509,0.482912280701754,0.536,0.531746031746032,0.513660626492485,0.722362869198312,0.714524207011686,0.724933795298138
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6993007  0.66083916 0.63986014 0.67132867 0.63636364],0.527196652719665,0.535564853556485,0.833857442348008,0.934919524142757,0.934265734265734,0.934965034965035,0.534979423868313,0.528455284552846,0.527158676759181,0.550607287449393,0.586206896551724,0.537005887300252,0.834809796769151,0.839622641509434,0.833857442348008
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svd,32,84,116,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.77083333 0.78671329 0.7972028  0.81818182 0.74475524],0.546218487394958,0.584033613445378,0.840670859538784,0.931929824561404,0.927374301675978,0.932262569832402,0.597014925373134,0.672268907563025,0.546218487394958,0.629213483146067,0.705882352941176,0.584033613445378,0.844897959183674,0.867924528301887,0.840670859538784
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120,10, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70833333 0.66386555 0.71008403 0.68487395 0.73109244],0.583798882681564,0.578212290502793,0.681865828092243,0.754203362690152,0.790268456375839,0.74244966442953,0.587257617728532,0.576086956521739,0.584020489755122,0.586301369863014,0.614942528735632,0.579210394802599,0.692658227848101,0.716981132075472,0.681865828092243
svm_model_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116,12, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.58741259 0.54545455 0.58041958 0.6013986  0.58041958],0.535564853556485,0.523012552301255,0.768867924528302,0.856953642384106,0.904895104895105,0.848951048951049,0.561264822134387,0.606837606837607,0.537025360795853,0.574626865671642,0.631147540983607,0.520701975620008,0.782865583456425,0.833333333333333,0.768867924528302
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdn,16,142,158,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.51041667 0.56315789 0.50526316 0.56315789],0.484276729559748,0.512578616352201,0.516981132075472,0.595130748422002,0.691823899371069,0.529350104821803,0.554347826086957,0.64968152866242,0.486331447561024,0.591029023746702,0.70440251572327,0.512578616352201,0.586206896551724,0.686002522068096,0.51740527609051
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154,12, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.6875     0.67132867 0.67132867 0.67482517 0.66783217],0.579831932773109,0.550420168067227,0.846960167714885,0.939673527324344,0.924581005586592,0.940642458100559,0.528301886792453,0.478632478632479,0.578159214522851,0.536796536796537,0.512396694214876,0.551070141979233,0.842332613390929,0.817610062893082,0.846960167714885
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60416667 0.53846154 0.61188811 0.54195804 0.53496503],0.529411764705882,0.542016806722689,0.881027253668763,0.995810055865922,0.995810055865922,0.995810055865922,0.495495495495496,0.504587155963303,0.527487376431264,0.540084388185654,0.496124031007752,0.546227153118555,0.879957694341618,0.872117400419287,0.881027253668763
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113, zones, lab, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.79513889 0.73958333 0.77777778 0.79370629 0.79370629],0.61864406779661,0.635593220338983,0.871069182389937,0.95125348189415,0.95125348189415,0.95125348189415,0.6484375,0.71551724137931,0.620258620689655,0.6640625,0.708333333333333,0.63433908045977,0.873716632443532,0.892033542976939,0.871069182389937
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,1434,478,478,0.6,0.2,0.2, [0.60416667 0.62152778 0.64335664 0.5979021  0.56643357],0.578059071729958,0.548523206751055,0.857442348008386,0.954385964912281,0.94839609483961,0.954672245467224,0.576271186440678,0.596491228070175,0.578733418913137,0.570281124497992,0.577235772357724,0.547389816003423,0.857591623036649,0.858490566037736,0.857442348008386
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65       0.5875     0.62083333 0.55042017 0.63445378],0.561797752808989,0.550561797752809,0.765199161425577,0.89,0.892976588628762,0.889632107023411,0.569060773480663,0.575418994413408,0.561720796641732,0.56989247311828,0.598870056497175,0.55083167629328,0.768355739400207,0.778825995807128,0.765199161425576
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.63888889 0.65972222 0.56944444 0.63194444 0.59722222],0.6,0.575,0.776666666666667,0.903314917127072,0.908333333333333,0.902777777777778,0.603305785123967,0.584,0.600695652173913,0.588709677419355,0.61864406779661,0.575715476521256,0.779242174629324,0.78441127694859,0.776627749027059
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48263889 0.48951049 0.47202797 0.5        0.46853147],0.525210084033613,0.521008403361345,0.875786163522013,0.993036211699164,0.995810055865922,0.993016759776536,0.527196652719665,0.525,0.52521186440678,0.486486486486487,0.457627118644068,0.520480225988701,0.875065893516078,0.870020964360587,0.875786163522013
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.62237762 0.66433566 0.67132867 0.63986014],0.585774058577406,0.569037656903766,0.860062893081761,0.954385964912281,0.951048951048951,0.954545454545454,0.602409638554217,0.641025641025641,0.586906263135771,0.569037656903766,0.557377049180328,0.569286815188455,0.860428646105593,0.862683438155136,0.860062893081761
svm_model_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.625      0.65625    0.57446809 0.61702128 0.62765957],0.512658227848101,0.60126582278481,0.613924050632911,0.691588785046729,0.780590717299578,0.651898734177215,0.592592592592593,0.674698795180723,0.504016064257028,0.698564593301435,0.820224719101124,0.569532649405634,0.673097534833869,0.767726161369193,0.608272529503494
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.62587413 0.66433566 0.65384615 0.57394366],0.625,0.645833333333333,0.640461215932914,0.614920874152223,0.571428571428571,0.642156862745098,0.621848739495798,0.60655737704918,0.625312586829675,0.632034632034632,0.61864406779661,0.645387607668797,0.61804008908686,0.581761006289308,0.640461215932914
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.515625   0.58333333 0.5625     0.52631579 0.51578947],0.487421383647799,0.509433962264151,0.532663316582914,0.576271186440678,0.604602510460251,0.555439330543933,0.507552870090634,0.528301886792453,0.487421383647799,0.527272727272727,0.527272727272727,0.50873440285205,0.552884615384615,0.57356608478803,0.532352662647179
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svd,4,196,200,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.54166667 0.63541667 0.65957447 0.58510638 0.4893617 ],0.594936708860759,0.569620253164557,0.592405063291139,0.573991031390135,0.540084388185654,0.59915611814346,0.666666666666667,0.666666666666667,0.575268817204301,0.546666666666667,0.5125,0.570352564102564,0.591370558375635,0.564164648910412,0.593753411988362
svm_model_N26_B137_E163_nb_zones_4_lab_svd,26,137,163,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.75       0.83333333 0.71875    0.75       0.8125    ],0.54375,0.6125,0.7825,0.915401301518438,0.879166666666667,0.91875,0.557575757575757,0.567901234567901,0.543444288170026,0.550724637681159,0.535211267605634,0.60468428548821,0.772251308900524,0.752551020408163,0.781912765106042
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152, zones, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.67708333 0.67361111 0.67832168 0.62587413 0.64685315],0.649789029535865,0.620253164556962,0.830188679245283,0.893886156008433,0.887029288702929,0.894700139470014,0.602870813397129,0.5625,0.64525,0.598214285714286,0.536,0.625142857142857,0.825431034482759,0.80293501048218,0.830188679245283
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.51666667 0.50840336 0.55462185 0.53361345],0.492997198879552,0.492997198879552,0.634171907756813,0.722772277227723,0.733668341708543,0.71859296482412,0.484330484330484,0.485714285714286,0.492857142857143,0.490140845070423,0.478021978021978,0.493296703296703,0.636079249217935,0.639412997903564,0.634171907756813
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.69473684 0.68421053 0.7        0.66315789 0.65957447],0.566455696202532,0.522151898734177,0.680379746835443,0.749132947976879,0.683544303797468,0.771097046413502,0.562300319488818,0.582781456953642,0.567148304234397,0.557184750733138,0.555555555555556,0.519157088122605,0.667544437129691,0.636934673366834,0.680712234642601
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.53146853 0.4965035  0.51048951 0.54545455 0.54225352],0.483333333333333,0.508333333333333,0.872641509433962,0.999299229152067,0.99859943977591,0.999299719887955,0.557142857142857,0.609375,0.474330357142857,0.546153846153846,0.633928571428571,0.516183035714286,0.87646161667514,0.90356394129979,0.872641509433962
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200,4, low_bits_6, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.57291667 0.61702128 0.54255319 0.59574468 0.58510638],0.598726114649682,0.535031847133758,0.801526717557252,0.95850622406639,0.978813559322034,0.957627118644067,0.56551724137931,0.5,0.603333333333333,0.482269503546099,0.404761904761905,0.54484670580561,0.796875,0.761194029850746,0.802472014925373
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52777778 0.51748252 0.51048951 0.56643357 0.5       ],0.550420168067227,0.495798319327731,0.876310272536688,0.993710691823899,0.993016759776536,0.993715083798883,0.583657587548638,0.614754098360656,0.548756359525155,0.508196721311475,0.53448275862069,0.496749576031656,0.877846790890269,0.888888888888889,0.876310272536688
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.45138889 0.45138889 0.47887324 0.50704225 0.54929577],0.483193277310924,0.529411764705882,0.802521008403361,1,1,1,0.472103004291845,0.478260869565217,0.483032873806999,0.555555555555555,0.598290598290598,0.530550257822985,0.804003336113428,0.818336162988115,0.802678896801878
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svd,4,196,200,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.52083333 0.47916667 0.62765957 0.5106383  0.4893617 ],0.639240506329114,0.518987341772152,0.810126582278481,0.962962962962963,0.932489451476793,0.964135021097046,0.654545454545455,0.650602409638554,0.638634538152611,0.563218390804598,0.538461538461538,0.515499425947187,0.81203007518797,0.788321167883212,0.811047127477226
ensemble_model_N16_B142_E158_nb_zones_10_lab_svd,16,142,158,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.62605042 0.64285714 0.68487395 0.71428571 0.66525424],0.652777777777778,0.655555555555556,0.813941299790356,0.910016977928693,0.902356902356902,0.910774410774411,0.63768115942029,0.625,0.652173913043478,0.685279187817259,0.733695652173913,0.653779644268775,0.814814814814815,0.818658280922432,0.813941299790356
svm_model_N4_B196_E200_nb_zones_4_lab_svd,4,196,200,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.63541667 0.6875     0.65625    0.68085106 0.62765957],0.626582278481013,0.563291139240506,0.648989898989899,0.715909090909091,0.794117647058823,0.684873949579832,0.706467661691542,0.845238095238095,0.611808236808237,0.622950819672131,0.75,0.570121951219512,0.695175438596491,0.796482412060301,0.648241206030151
ensemble_model_N26_B137_E163_nb_zones_4_lab_svd,26,137,163,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.77083333 0.67708333 0.82291667 0.75531915 0.75531915],0.575949367088608,0.569620253164557,0.821969696969697,0.987341772151899,0.983193277310924,0.987394957983193,0.61271676300578,0.6625,0.574839743589744,0.580246913580247,0.701492537313433,0.587010004920453,0.825710754017305,0.867532467532467,0.823201123201123
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.69444444 0.69444444 0.65492958 0.70422535 0.67605634],0.521008403361345,0.491596638655462,0.739495798319328,0.893009985734665,0.876750700280112,0.894957983193277,0.583941605839416,0.661157024793388,0.518612700430882,0.55350553505535,0.576923076923077,0.482905982905983,0.751203852327448,0.769736842105263,0.738820311086996
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.57291667 0.5625     0.54166667 0.55208333 0.48958333],0.55625,0.5375,0.79,0.951781970649895,0.945833333333333,0.952083333333333,0.559006211180124,0.625,0.5625,0.55421686746988,0.51685393258427,0.540117107137205,0.791044776119403,0.793017456359102,0.789992437452734
ensemble_model_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.47222222 0.48611111 0.51048951 0.52797203 0.55594406],0.49789029535865,0.506329113924051,0.876310272536688,1,1,1,0.489270386266094,0.495652173913043,0.497826086956522,0.537549407114624,0.557377049180328,0.504775481111903,0.877083333333333,0.882599580712788,0.876310272536688
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.51041667 0.56770833 0.453125   0.49479167 0.49473684],0.545454545454545,0.495297805642633,0.802005012531328,0.989626556016597,0.995824634655532,0.989561586638831,0.518272425249169,0.534246575342466,0.544579935070077,0.468646864686469,0.432926829268293,0.497108575924469,0.798469387755102,0.79340937896071,0.801909150446897
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.79831933 0.82352941 0.7605042  0.79831933 0.81932773],0.493036211699164,0.467966573816156,0.772536687631027,0.948696383515559,0.947899159663866,0.948739495798319,0.54040404040404,0.597765363128492,0.49332712600869,0.523690773067332,0.583333333333333,0.467644320297952,0.78147029204431,0.813417190775681,0.772536687631027
ensemble_model_N4_B196_E200_nb_zones_4_lab_svd,4,196,200,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.72916667 0.70833333 0.76595745 0.72340426 0.70212766],0.563291139240506,0.594936708860759,0.764556962025316,0.887473460721868,0.881856540084388,0.888185654008439,0.649746192893401,0.780487804878049,0.554717586649551,0.614457831325301,0.71830985915493,0.606281366359074,0.776978417266187,0.830769230769231,0.765384615384615
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.48958333 0.60416667 0.5625     0.56382979 0.5       ],0.575949367088608,0.563291139240506,0.803030303030303,0.957983193277311,0.957983193277311,0.957983193277311,0.517985611510791,0.45,0.577564102564102,0.517482517482518,0.5,0.55952380952381,0.794195250659631,0.767857142857143,0.802678571428571
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.625      0.61458333 0.68881119 0.5979021  0.6958042 ],0.540084388185654,0.531645569620253,0.765199161425577,0.838068181818182,0.822873082287308,0.841004184100418,0.555102040816327,0.552845528455285,0.539580658964484,0.523605150214592,0.535087719298246,0.531771501925546,0.762460233297985,0.753668763102725,0.765199161425576
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52083333 0.55244755 0.53146853 0.46853147 0.5034965 ],0.478991596638655,0.525210084033613,0.875786163522013,1,1,1,0.446428571428571,0.442477876106195,0.477238938053097,0.527196652719665,0.504,0.526336283185841,0.874934036939314,0.868972746331237,0.875786163522013
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svd,26,137,163, zones, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.71875    0.72916667 0.81914894 0.70212766],0.594936708860759,0.651898734177215,0.833333333333333,0.972515856236786,0.966386554621849,0.972689075630252,0.636363636363636,0.622222222222222,0.590522875816993,0.645161290322581,0.609756097560976,0.653562259306804,0.835820895522388,0.819512195121951,0.833839867194483
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,1428,476,476,0.6,0.2,0.2, [0.52797203 0.47552448 0.51748252 0.51048951 0.53521127],0.470833333333333,0.458333333333333,0.859538784067086,0.992302309307208,0.992997198879552,0.992296918767507,0.517110266159696,0.527131782945737,0.466268594175571,0.434782608695652,0.450450450450451,0.457783364760109,0.860561914672216,0.866876310272536,0.859538784067086
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdn,16,142,158,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.47395833 0.51041667 0.54166667 0.53125    0.46875   ],0.478125,0.4875,0.793125,1,1,1,0.489296636085627,0.567375886524823,0.487598557787551,0.523255813953488,0.555555555555556,0.486638537271449,0.797057020232986,0.830140485312899,0.793895212056694
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.55244755 0.55944056 0.53846154 0.50352113],0.4625,0.533333333333333,0.873689727463312,1,1,1,0.509505703422053,0.515384615384615,0.457692307692308,0.537190082644628,0.590909090909091,0.537762237762238,0.875323331608898,0.886792452830189,0.873689727463312
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55416667 0.54583333 0.575      0.59243697 0.56722689],0.52247191011236,0.561797752808989,0.767819706498952,0.902581182348043,0.906354515050167,0.902173913043478,0.522471910112359,0.53757225433526,0.522884487823368,0.591623036649215,0.617486338797814,0.560188256104109,0.771531717380093,0.784067085953878,0.767819706498952
ensemble_model_v2_N4_B196_E200_nb_zones_4_lab_svd,4,196,200, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.59375    0.61458333 0.625      0.66666667],0.60625,0.56875,0.78875,0.920430107526882,0.891666666666667,0.922916666666667,0.644067796610169,0.703703703703704,0.605016408813877,0.634920634920635,0.731707317073171,0.564571607254534,0.796630565583634,0.821339950372208,0.788503728334719
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.48958333 0.51736111 0.46875    0.4965035  0.53846154],0.491525423728814,0.550847457627119,0.874737945492663,0.99092812281926,0.988857938718663,0.990947075208914,0.504132231404959,0.521367521367521,0.491776197658551,0.56198347107438,0.571428571428571,0.550671550671551,0.875326030255608,0.879454926624738,0.874737945492662
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.45833333 0.52112676 0.46478873 0.5        0.48591549],0.493670886075949,0.481012658227848,0.793423271500843,0.997183098591549,0.99438202247191,0.997191011235955,0.469026548672566,0.430894308943089,0.49614890885751,0.458149779735683,0.464285714285714,0.480142857142857,0.789337919174549,0.776649746192893,0.793366889903169
ensemble_model_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120,10, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.81666667 0.79583333 0.8375     0.85       0.80672269],0.664788732394366,0.670422535211268,0.861635220125786,0.976549413735343,0.973288814691152,0.976627712854758,0.636085626911315,0.634146341463415,0.662622908951603,0.672268907563025,0.628272251308901,0.673892223215426,0.859424920127796,0.845911949685535,0.861635220125786
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.640625   0.64583333 0.66315789 0.69473684 0.66315789],0.578616352201258,0.550314465408805,0.79622641509434,0.94962486602358,0.928721174004193,0.950733752620545,0.619318181818182,0.656626506024096,0.575023779327838,0.508591065292096,0.536231884057971,0.548671497584541,0.794416243654822,0.801536491677337,0.796318307643366
svm_model_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.61458333 0.58333333 0.59574468 0.45744681 0.63829787],0.569620253164557,0.594936708860759,0.608860759493671,0.616052060737527,0.59915611814346,0.626582278481013,0.609195402298851,0.654320987654321,0.567420234086901,0.604938271604938,0.636363636363636,0.595959595959596,0.612296110414053,0.617721518987342,0.608860759493671
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.46875    0.48421053 0.49473684 0.51052632],0.50314465408805,0.509433962264151,0.80251572327044,1,1,1,0.540697674418605,0.596153846153846,0.504867046533713,0.5125,0.509316770186335,0.509435455156862,0.80593325092707,0.821158690176322,0.802539144083136
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.70168067 0.71008403 0.64285714 0.64285714 0.68644068],0.552777777777778,0.555555555555556,0.767295597484277,0.896551724137931,0.897306397306397,0.896464646464647,0.498442367601246,0.425531914893617,0.558696190004948,0.515151515151515,0.494186046511628,0.552944087085601,0.758695652173913,0.731656184486373,0.767295597484277
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdn,8,146,154,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.56993007 0.56293706 0.55594406 0.48951049 0.48591549],0.5375,0.495833333333333,0.54874213836478,0.515781370284835,0.469187675070028,0.55952380952381,0.447761194029851,0.384615384615385,0.533771106941839,0.452488687782805,0.40650406504065,0.49812382739212,0.499709471237652,0.450733752620545,0.54874213836478
svm_model_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.60416667 0.5212766  0.45744681 0.57446809],0.5,0.556962025316456,0.743037974683544,0.884615384615385,0.873417721518987,0.886075949367089,0.490322580645161,0.506666666666667,0.500321285140562,0.556962025316456,0.578947368421053,0.557766367137356,0.740076824583867,0.744845360824742,0.743069446581525
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.70629371 0.75524476 0.72727273 0.72727273 0.73426573],0.581589958158996,0.619246861924686,0.890985324947589,0.988086895585144,0.986013986013986,0.988111888111888,0.59349593495935,0.640350877192982,0.584175438596491,0.651340996168582,0.68,0.616315789473684,0.892450879007239,0.90461215932914,0.890985324947589
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.63286713 0.59440559 0.64335664 0.63636364 0.63732394],0.55,0.566666666666667,0.834905660377359,0.926690391459075,0.911764705882353,0.927871148459384,0.557377049180328,0.548387096774194,0.550055617352614,0.563025210084034,0.577586206896552,0.567018909899889,0.833068362480127,0.823899371069182,0.834905660377359
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svdne,4,196,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.45833333 0.61458333 0.53125    0.55208333 0.54166667],0.5125,0.525,0.5475,0.590551181102362,0.625,0.566666666666667,0.606060606060606,0.779220779220779,0.522140510092317,0.638095238095238,0.807228915662651,0.514004068220936,0.604803493449782,0.6925,0.5475
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.62605042 0.6512605  0.65546218 0.64285714 0.58474576],0.627777777777778,0.630555555555556,0.842243186582809,0.971428571428571,0.973063973063973,0.971380471380471,0.631868131868132,0.638888888888889,0.627777777777778,0.614492753623188,0.588888888888889,0.630555555555556,0.841495523959979,0.837526205450734,0.842243186582809
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.62152778 0.61805556 0.62237762 0.67832168 0.61538462],0.565400843881857,0.611814345991561,0.630503144654088,0.664914586070959,0.705718270571827,0.644351464435146,0.572614107883817,0.584745762711864,0.565482125053411,0.616666666666667,0.621848739495798,0.611771827375018,0.648027958062906,0.680293501048218,0.630503144654088
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68947368 0.65263158 0.62631579 0.7        0.68947368],0.515822784810127,0.490506329113924,0.606826801517067,0.658536585365854,0.625263157894737,0.675789473684211,0.511182108626198,0.512820512820513,0.515785256410256,0.472131147540984,0.467532467532467,0.489939073272407,0.590789473684211,0.571974522292994,0.606564425512871
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200,4, low_bits_6, svdne,468,156,156,0.6,0.2,0.2, [0.54255319 0.46808511 0.61702128 0.4787234  0.54347826],0.493589743589744,0.615384615384615,0.814102564102564,0.987341772151899,1,0.987179487179487,0.414814814814815,0.354430379746835,0.495397008055236,0.577464788732394,0.5125,0.618092105263158,0.806924101198402,0.770992366412214,0.814436751681559
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154,12, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49652778 0.53496503 0.51398601 0.5034965  0.53496503],0.512605042016807,0.491596638655462,0.564989517819707,0.519838056680162,0.448324022346369,0.585893854748603,0.425742574257426,0.361344537815126,0.512605042016807,0.447488584474886,0.411764705882353,0.491596638655462,0.498792270531401,0.432914046121593,0.564989517819707
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.61666667 0.57083333 0.58403361 0.50840336 0.54201681],0.507002801120448,0.504201680672269,0.601153039832285,0.672025723472669,0.700167504187605,0.658291457286432,0.516483516483517,0.549707602339181,0.508724768911526,0.506963788300836,0.489247311827957,0.504857574042634,0.613116420945602,0.632075471698113,0.601153039832285
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65734266 0.59440559 0.62237762 0.64685315 0.66083916],0.581589958158996,0.606694560669456,0.840670859538784,0.922206506364922,0.911888111888112,0.923076923076923,0.576271186440678,0.571428571428571,0.581547619047619,0.624,0.65,0.606512605042017,0.84,0.836477987421384,0.840670859538784
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71052632 0.62631579 0.70526316 0.62631579 0.67368421],0.670886075949367,0.610759493670886,0.680151706700379,0.681142857142857,0.627368421052632,0.706315789473684,0.636363636363636,0.594771241830065,0.668551265086812,0.562277580071174,0.512987012987013,0.608345358345358,0.649098474341193,0.59846547314578,0.67923273657289
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.49583333 0.5125     0.54166667 0.52916667 0.525     ],0.497175141242938,0.508474576271186,0.815513626834382,1,1,1,0.510989010989011,0.516666666666667,0.49683908045977,0.516666666666667,0.53448275862069,0.508908045977011,0.817047817047817,0.823899371069182,0.815513626834382
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svdne,4,196,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.5        0.5        0.5        0.61458333 0.53125   ],0.56875,0.53125,0.80125,0.967741935483871,0.9375,0.96875,0.560509554140127,0.54320987654321,0.569073292701985,0.556213017751479,0.546511627906977,0.530012570710245,0.798988621997472,0.776412776412776,0.801692393295447
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116,12, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.81944444 0.77083333 0.83566434 0.78671329 0.81818182],0.548523206751055,0.620253164556962,0.866876310272536,0.959774170783345,0.94839609483961,0.960251046025105,0.653721682847896,0.808,0.533464285714286,0.691780821917808,0.901785714285714,0.634892857142857,0.874132804757185,0.924528301886792,0.866876310272536
svm_model_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.58333333 0.61458333 0.65957447 0.63829787 0.53191489],0.563291139240506,0.537974683544304,0.607594936708861,0.6,0.531645569620253,0.645569620253165,0.524137931034483,0.481012658227848,0.563291139240506,0.546583850931677,0.49438202247191,0.544292460511317,0.573002754820937,0.51358024691358,0.610036876703543
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.69166667 0.65       0.67647059 0.67647059 0.69327731],0.638655462184874,0.661064425770308,0.830188679245283,0.937710437710438,0.932998324958124,0.938023450586265,0.642659279778393,0.670520231213873,0.639607941693893,0.679045092838196,0.695652173913043,0.659964815280221,0.831775700934579,0.839622641509434,0.830188679245283
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdn,40,80,120,10, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.51666667 0.575      0.53333333 0.53333333 0.56722689],0.515492957746479,0.476056338028169,0.738469601677149,0.879590093936806,0.859766277128548,0.882303839732888,0.519553072625698,0.489473684210526,0.517464114832536,0.468571428571429,0.496969696969697,0.477432216905901,0.734433209153805,0.723270440251572,0.738469601677149
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.67361111 0.67361111 0.70422535 0.66901408 0.64788732],0.588235294117647,0.600840336134454,0.672268907563025,0.726768377253814,0.733893557422969,0.724089635854342,0.591666666666667,0.596638655462185,0.588235294117647,0.588744588744589,0.566666666666667,0.601129943502825,0.672818791946309,0.672818791946309,0.67226798183174
ensemble_model_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.46875    0.60416667 0.5        0.4787234  0.5106383 ],0.544303797468354,0.506329113924051,0.810126582278481,1,1,1,0.544303797468354,0.488636363636364,0.551461038961039,0.465753424657534,0.47887323943662,0.503804435810264,0.80719794344473,0.792929292929293,0.810170230220992
svm_model_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.64583333 0.57291667 0.75       0.64583333 0.64583333],0.56875,0.6,0.6275,0.643628509719222,0.620833333333333,0.65625,0.591715976331361,0.574712643678161,0.5681782396473,0.614457831325301,0.62962962962963,0.599624941397093,0.6265664160401,0.612745098039216,0.627801120448179
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.67832168 0.64335664 0.62937063 0.62676056],0.583333333333333,0.5125,0.633647798742138,0.66340782122905,0.665266106442577,0.662464985994398,0.659863945578231,0.763779527559055,0.572155250505191,0.583629893238434,0.725663716814159,0.524249181241725,0.651718983557549,0.685534591194968,0.633647798742138
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.47916667 0.5        0.47916667 0.48958333 0.55208333],0.51875,0.5375,0.78375,0.953781512605042,0.945833333333333,0.954166666666667,0.490066225165563,0.430232558139535,0.525927089880578,0.513157894736842,0.481481481481482,0.538209095171121,0.777920410783055,0.744471744471744,0.784449612693888
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svd,16,142,158, zones, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70833333 0.69166667 0.75416667 0.69583333 0.72268908],0.543661971830986,0.566197183098592,0.767819706498952,0.892281594571671,0.878130217028381,0.893989983305509,0.514970059880239,0.518072289156626,0.542104927647096,0.574585635359116,0.55026455026455,0.56730094983107,0.763733333333333,0.750524109014675,0.767819706498952
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116,12, low_bits_5, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.81597222 0.84375    0.81597222 0.81468531 0.85664336],0.588983050847458,0.550847457627119,0.886268343815514,0.990223463687151,0.987465181058496,0.99025069637883,0.619607843137255,0.669491525423729,0.588983050847458,0.576,0.610169491525424,0.550847457627119,0.887971089313371,0.90146750524109,0.886268343815514
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.59375    0.60416667 0.62765957 0.60638298],0.462025316455696,0.525316455696203,0.772727272727273,0.957627118644068,0.949579831932773,0.957983193277311,0.484848484848485,0.512820512820513,0.462660256410256,0.545454545454545,0.555555555555556,0.524531024531025,0.775561097256858,0.783375314861461,0.772700315658579
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.55208333 0.55902778 0.61805556 0.59440559 0.61188811],0.559322033898305,0.546610169491525,0.816561844863732,0.905377808032675,0.926183844011142,0.903203342618384,0.596899224806202,0.693693693693694,0.566846846846847,0.605166051660517,0.656,0.539711711711712,0.824824824824825,0.863731656184486,0.816561844863732
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62937063 0.65384615 0.64685315 0.65734266 0.61188811],0.564853556485356,0.635983263598326,0.829140461215933,0.904862579281184,0.897902097902098,0.905594405594406,0.617647058823529,0.65625,0.55785472972973,0.635983263598326,0.684684684684685,0.639217342342342,0.831088082901554,0.840670859538784,0.829140461215933
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.53125    0.5625     0.54166667 0.60416667 0.58333333],0.55,0.58125,0.79875,0.952789699570815,0.925,0.954166666666667,0.513513513513513,0.452380952380952,0.555137844611529,0.562091503267974,0.511904761904762,0.584899749373434,0.790091264667536,0.742647058823529,0.799894957983193
ensemble_model_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.66666667 0.55208333 0.53125    0.61458333 0.53125   ],0.6,0.60625,0.82625,0.974789915966386,0.966666666666667,0.975,0.549295774647887,0.534246575342466,0.594709494567784,0.588235294117647,0.642857142857143,0.61031746031746,0.819714656290532,0.825065274151436,0.82620170182392
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svd,32,84,116,12, low_bits_4_shifted_2, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.80555556 0.79513889 0.77777778 0.75174825 0.77622378],0.427966101694915,0.538135593220339,0.856394129979036,0.979050279329609,0.976323119777159,0.979108635097493,0.430379746835443,0.447368421052632,0.428602243313201,0.551440329218107,0.549180327868853,0.537748058671268,0.856694560669456,0.858490566037736,0.856394129979036
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdn,16,142,158, zones, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.52604167 0.49479167 0.50526316 0.48947368 0.51052632],0.534591194968553,0.550314465408805,0.813207547169811,0.993710691823899,0.993710691823899,0.993710691823899,0.562130177514793,0.582822085889571,0.533346526815753,0.528052805280528,0.49079754601227,0.551850385909361,0.813793103448276,0.808219178082192,0.813258254860664
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.69473684 0.63157895 0.66842105 0.65789474 0.6       ],0.579113924050633,0.591772151898734,0.797724399494311,0.938034188034188,0.92421052631579,0.938947368421053,0.558139534883721,0.556291390728477,0.578145695364238,0.571428571428571,0.56578947368421,0.590821566110398,0.791937581274382,0.782776349614396,0.797482702170382
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.4375     0.5        0.48958333 0.56382979 0.54255319],0.5,0.474683544303798,0.795454545454545,1,1,1,0.469798657718121,0.472972972972973,0.498391248391248,0.477987421383648,0.493506493506493,0.475148308481642,0.793367346938776,0.799485861182519,0.795524568308381
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152,12, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63541667 0.66666667 0.60763889 0.61458333 0.6013986 ],0.591489361702128,0.553191489361702,0.838574423480084,0.92706203135651,0.945757997218359,0.925591098748261,0.60655737704918,0.592,0.591454545454545,0.52914798206278,0.536363636363636,0.552181818181818,0.840744570837642,0.852201257861635,0.838574423480084
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.59722222 0.65277778 0.6875     0.65277778 0.69444444],0.579166666666667,0.558333333333333,0.79,0.939271255060729,0.966666666666667,0.9375,0.551111111111111,0.5,0.581896551724138,0.539130434782609,0.539130434782609,0.557565217391304,0.789297658862876,0.787979966611018,0.789996638879552
ensemble_model_v2_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.60416667 0.48958333 0.52083333 0.54166667],0.6875,0.55,0.80625,0.930817610062893,0.925,0.93125,0.702380952380952,0.710843373493976,0.686590517915819,0.566265060240964,0.540229885057471,0.550936860336955,0.808877928483354,0.8,0.806410256410256
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.61458333 0.5625     0.54255319 0.5212766 ],0.5,0.531645569620253,0.771464646464646,0.939914163090129,0.920168067226891,0.941176470588235,0.538011695906433,0.676470588235294,0.52156862745098,0.55952380952381,0.5875,0.530929487179487,0.775155279503105,0.808290155440414,0.772371678705429
svm_model_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.57638889 0.55555556 0.57638889 0.625      0.5625    ],0.570833333333333,0.475,0.553333333333333,0.462346760070052,0.366666666666667,0.573611111111111,0.317880794701987,0.210526315789474,0.553675856307435,0.275862068965517,0.171428571428571,0.535714285714286,0.401785714285714,0.293159609120521,0.559549087836711
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.48421053 0.47368421 0.45789474 0.48947368],0.484177215189874,0.493670886075949,0.792667509481669,0.994742376445846,0.995789473684211,0.994736842105263,0.510510510510511,0.518292682926829,0.48283055198973,0.506172839506173,0.5,0.493421052631579,0.796019900497512,0.797011207970112,0.792600597566571
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69270833 0.66315789 0.6        0.64210526 0.68947368],0.520504731861199,0.523659305993691,0.761664564943253,0.921465968586387,0.92436974789916,0.921218487394958,0.533742331288344,0.530487804878049,0.520145863223338,0.511326860841424,0.509677419354839,0.523357228195938,0.762264150943396,0.762264150943396,0.761663048923026
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.71328671 0.73426573 0.73076923 0.74825175 0.75874126],0.698744769874477,0.615062761506276,0.800314465408805,0.84961884961885,0.857342657342657,0.848251748251748,0.71875,0.793103448275862,0.701429772918419,0.671428571428571,0.764227642276423,0.61056209700028,0.807478524507327,0.837526205450734,0.800314465408805
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.55944056 0.58741259 0.56993007 0.56643357 0.59507042],0.55,0.5125,0.875786163522013,0.99163179916318,0.995798319327731,0.991596638655462,0.605839416058394,0.669354838709677,0.545884315906563,0.568265682656827,0.663793103448276,0.51738042269188,0.880242546740778,0.912997903563941,0.875786163522013
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.64210526 0.68947368 0.71052632 0.63684211 0.69148936],0.60126582278481,0.594936708860759,0.832911392405063,0.98936170212766,0.981012658227848,0.989451476793249,0.642045454545455,0.701863354037267,0.599318773792827,0.607361963190184,0.655629139072848,0.597511539233394,0.836835599505563,0.861323155216285,0.833054524711417
svm_model_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.85416667 0.80208333 0.88541667 0.72340426 0.79787234],0.639240506329114,0.569620253164557,0.758838383838384,0.843601895734597,0.747899159663866,0.861344537815126,0.674285714285714,0.702380952380952,0.63497425997426,0.580246913580247,0.5875,0.569391025641026,0.748353096179183,0.706467661691542,0.759644087256028
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svd,4,196,200,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.5915493  0.55633803 0.54929577 0.57746479 0.64788732],0.51271186440678,0.576271186440678,0.688663282571912,0.774668630338733,0.740845070422535,0.784507042253521,0.454976303317535,0.39344262295082,0.516896750071901,0.456521739130435,0.39622641509434,0.559651669085631,0.657355679702048,0.60548885077187,0.687552438741527
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.61805556 0.65277778 0.64685315 0.61888112 0.66083916],0.594936708860759,0.573839662447257,0.846960167714885,0.933333333333333,0.927475592747559,0.933751743375174,0.619047619047619,0.604651162790698,0.593992248062015,0.558951965065502,0.592592592592593,0.575366063738157,0.846799580272823,0.845911949685535,0.846960167714885
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.54545455 0.52097902 0.51048951 0.54195804 0.55985915],0.491666666666667,0.4875,0.866352201257862,0.992997198879552,0.992997198879552,0.992997198879552,0.483050847457627,0.467213114754098,0.492081133648236,0.481012658227848,0.483050847457627,0.487427063073076,0.86586007364545,0.862683438155136,0.866352201257862
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120, zones, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.84583333 0.8375     0.84583333 0.87916667 0.86134454],0.636619718309859,0.636619718309859,0.850104821802935,0.976744186046512,0.981636060100167,0.976627712854758,0.64066852367688,0.611702127659574,0.638186393171105,0.603076923076923,0.586826347305389,0.633838705567588,0.848516949152542,0.839622641509434,0.850104821802935
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.66083916 0.59440559 0.61538462 0.61538462],0.577405857740586,0.610878661087866,0.841194968553459,0.925291295407814,0.944055944055944,0.923776223776224,0.573839662447258,0.566666666666667,0.577450980392157,0.626506024096386,0.65546218487395,0.611064425770308,0.844215938303342,0.860587002096436,0.841194968553459
ensemble_model_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.80208333 0.79166667 0.84375   ],0.63125,0.56875,0.795,0.924686192468619,0.920833333333333,0.925,0.604026845637584,0.633802816901409,0.631508150023738,0.601156069364162,0.611764705882353,0.565882352941177,0.795,0.803030303030303,0.795079507950795
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.65277778 0.68055556 0.67361111 0.67605634],0.581589958158996,0.569037656903766,0.780100334448161,0.917355371900826,0.927576601671309,0.916434540389972,0.586776859504132,0.596638655462185,0.581652661064426,0.53393665158371,0.546296296296296,0.56704127791914,0.778805719091674,0.790102389078498,0.780297096178593
svm_model_N4_B196_E200_nb_zones_6_lab_svd,4,196,200,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.58333333 0.57638889 0.60416667 0.65277778 0.63888889],0.625,0.608333333333333,0.625,0.614492753623188,0.588888888888889,0.630555555555556,0.628099173553719,0.622950819672131,0.625034731869964,0.620967741935484,0.647058823529412,0.608653378706855,0.61864406779661,0.607321131447587,0.625029513970872
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.47916667 0.47916667 0.575      0.52941176 0.52941176],0.457865168539326,0.50561797752809,0.723794549266247,0.869421487603306,0.879598662207358,0.867892976588629,0.43731778425656,0.443786982248521,0.457187608771319,0.524324324324324,0.518716577540107,0.504920418947568,0.725949037961518,0.731656184486373,0.723794549266247
svm_model_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200,4, low_bits_5, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5212766  0.63829787 0.58510638 0.63829787 0.5106383 ],0.551282051282051,0.564102564102564,0.583120204603581,0.601694915254237,0.604255319148936,0.6,0.513888888888889,0.544117647058823,0.550467914438503,0.546666666666667,0.539473684210526,0.563486842105263,0.574412532637076,0.580474934036939,0.583041437241795
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53146853 0.46153846 0.53846154 0.49300699 0.46853147],0.502092050209205,0.493723849372385,0.871069182389937,0.995810055865922,0.997202797202797,0.995804195804196,0.493617021276596,0.504347826086956,0.502173913043478,0.49792531120332,0.483870967741936,0.494109396914446,0.871069182389937,0.871069182389937,0.871069182389937
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.55555556 0.46527778 0.61805556 0.5        0.48591549],0.567226890756302,0.521008403361345,0.800335570469798,0.970128022759602,0.952513966480447,0.970670391061453,0.529680365296804,0.504347826086956,0.565182043124779,0.457142857142857,0.424778761061947,0.516389380530973,0.789752650176678,0.762798634812287,0.799716149089312
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdne,16,142,158,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64210526 0.57894737 0.65263158 0.66315789 0.62631579],0.575949367088608,0.636075949367089,0.637800252844501,0.665289256198347,0.677894736842105,0.658947368421053,0.605882352941177,0.598837209302326,0.573724160206718,0.652567975830816,0.692307692307692,0.636778846153846,0.650396583282489,0.663760896637609,0.637400345623041
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdne,26,87,113,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.7027972  0.6993007  0.70629371 0.68881119 0.70422535],0.575,0.645833333333333,0.781446540880503,0.833574529667149,0.80672268907563,0.838935574229692,0.592,0.649122807017544,0.578529657477026,0.686346863468635,0.738095238095238,0.640977443609023,0.780872306883868,0.778825995807128,0.781446540880503
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.48739496 0.50420168 0.49159664 0.5       ],0.477777777777778,0.477777777777778,0.79769392033543,0.991582491582492,0.991582491582492,0.991582491582492,0.450292397660819,0.4375,0.476902173913043,0.483516483516483,0.478260869565217,0.477766798418972,0.796198521647307,0.790356394129979,0.79769392033543
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svd,4,196,200,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.61805556 0.56944444 0.61971831 0.57746479 0.59859155],0.567226890756302,0.546218487394958,0.787394957983193,0.941828254847645,0.952380952380952,0.941176470588235,0.596078431372549,0.690909090909091,0.575923295454545,0.593984962406015,0.626984126984127,0.541170634920635,0.79646017699115,0.834738617200674,0.787553563206702
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.78125    0.75       0.79166667 0.82978723],0.610062893081761,0.641509433962264,0.816582914572864,0.943157894736842,0.937238493723849,0.943514644351464,0.635294117647059,0.701298701298701,0.61284447260057,0.654545454545455,0.73972602739726,0.648932781140491,0.819753086419753,0.853470437017995,0.817398609172388
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.75       0.73684211 0.72631579 0.67368421 0.70526316],0.589905362776025,0.564668769716088,0.687894073139975,0.748615725359911,0.710084033613445,0.76155462184874,0.663212435233161,0.761904761904762,0.578938958133589,0.636842105263158,0.761006289308176,0.564047448451556,0.703415218693829,0.731008717310087,0.687343439114814
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.5625     0.58333333 0.58333333 0.57291667],0.5375,0.46875,0.7775,0.959488272921109,0.9375,0.960416666666667,0.493150684931507,0.486486486486487,0.533940917661848,0.465408805031447,0.506849315068493,0.471815462131948,0.770025839793282,0.770025839793282,0.77726473587727
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdn,8,146,154,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.49300699 0.5034965  0.52797203 0.5        0.51048951],0.514644351464435,0.497907949790795,0.876310272536688,1,1,1,0.543307086614173,0.5390625,0.512774493243243,0.504132231404959,0.54954954954955,0.501337274774775,0.877466251298027,0.885744234800839,0.876310272536688
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.5625     0.49479167 0.52105263 0.55263158 0.51052632],0.487421383647799,0.490566037735849,0.523899371069182,0.525274725274725,0.50104821802935,0.547169811320755,0.495356037151703,0.506329113924051,0.487539556962025,0.487341772151899,0.5,0.490853658536585,0.511297611362169,0.501901140684411,0.523734590317236
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.76736111 0.77430556 0.76923077 0.72727273 0.75524476],0.590717299578059,0.658227848101266,0.824423480083857,0.887131560028756,0.860529986052999,0.890516039051604,0.636704119850187,0.702479338842975,0.588308634938729,0.701107011070111,0.818965517241379,0.661548874323169,0.826334888543287,0.835429769392034,0.824423480083857
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.74479167 0.74479167 0.74210526 0.74736842 0.68947368],0.547169811320755,0.547169811320755,0.779874213836478,0.935416666666667,0.941299790356394,0.935010482180293,0.576470588235294,0.576470588235294,0.544992050874404,0.558282208588957,0.558282208588957,0.546883039778349,0.784747847478475,0.787654320987654,0.779724596391263
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.53333333 0.56302521 0.55462185 0.51680672 0.52941176],0.555865921787709,0.494413407821229,0.821802935010482,1,1,1,0.599496221662468,0.643243243243243,0.552835494453992,0.514745308310992,0.554913294797688,0.496375566317763,0.82670744138634,0.850104821802935,0.821802935010482
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.55729167 0.56770833 0.60526316 0.64736842 0.58421053],0.569182389937107,0.569182389937107,0.825786163522013,0.996845425867508,0.993710691823899,0.996855345911949,0.54485049833887,0.518987341772152,0.568868670886076,0.54485049833887,0.535947712418301,0.56797385620915,0.821635544108178,0.809644670050762,0.825645277668772
ensemble_model_N4_B196_E200_nb_zones_6_lab_svd,4,196,200,6, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57746479 0.64788732 0.64788732 0.58450704 0.57746479],0.521186440677966,0.550847457627119,0.804568527918782,0.98300283286119,0.977464788732394,0.983098591549296,0.469483568075117,0.442477876106195,0.517986905532772,0.522522522522522,0.467741935483871,0.555299539170507,0.797546012269939,0.768581081081081,0.804629523591388
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154,12, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.56597222 0.51048951 0.50699301 0.51048951 0.52097902],0.46218487394958,0.516806722689076,0.872641509433962,1,1,1,0.457627118644068,0.45,0.46228813559322,0.493392070484582,0.474576271186441,0.516454802259887,0.871767810026385,0.865828092243187,0.872641509433962
svm_model_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.55       0.54583333 0.53781513 0.48319328 0.51260504],0.492997198879552,0.565826330532213,0.623165618448637,0.675148430873622,0.666666666666667,0.679229480737019,0.487252124645892,0.464864864864865,0.494060339409177,0.560906515580736,0.575581395348837,0.566169076052797,0.618567639257294,0.611111111111111,0.623165618448637
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.55416667 0.55042017 0.53361345 0.57563025],0.549019607843137,0.574229691876751,0.559224318658281,0.607142857142857,0.683417085427136,0.557788944723618,0.594458438287154,0.690058479532164,0.554706659120921,0.629268292682927,0.693548387096774,0.568996415770609,0.609019060901906,0.686582809224319,0.559224318658281
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.48958333 0.54166667 0.56382979 0.53191489 0.57446809],0.544303797468354,0.537974683544304,0.79620253164557,0.965811965811966,0.953586497890295,0.966244725738397,0.581395348837209,0.609756097560976,0.541720154043646,0.568047337278107,0.551724137931034,0.536425449247207,0.800988875154512,0.798029556650246,0.79615019499179
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.58333333 0.53521127 0.57746479 0.57746479 0.52816901],0.573839662447257,0.49789029535865,0.788364249578415,0.956028368794326,0.946629213483146,0.956460674157303,0.566523605150215,0.568965517241379,0.573738956967797,0.484848484848485,0.462809917355372,0.498646337988031,0.785286569717708,0.774030354131535,0.788364249578415
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.47222222 0.52083333 0.51048951 0.53496503],0.538135593220339,0.453389830508475,0.872117400419287,0.995821727019499,0.995821727019499,0.995821727019499,0.524017467248908,0.487804878048781,0.540362616015541,0.4,0.380530973451327,0.45042808835168,0.870212765957447,0.857442348008386,0.872117400419287
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51736111 0.49300699 0.48251748 0.51748252 0.51748252],0.533613445378151,0.521008403361345,0.621069182389937,0.6593707250342,0.673184357541899,0.652234636871508,0.557768924302789,0.546875,0.532528409090909,0.525,0.572727272727273,0.524644886363636,0.629800307219662,0.644654088050314,0.621069182389937
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52447552 0.5034965  0.53846154 0.4965035  0.52447552],0.468619246861925,0.472803347280335,0.509958071278826,0.630151843817787,0.812587412587413,0.523076923076923,0.596825396825397,0.717557251908397,0.442111959287532,0.590909090909091,0.842592592592593,0.505265761945151,0.620997162545602,0.80293501048218,0.509958071278826
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154,12, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.64236111 0.61111111 0.64335664 0.63286713 0.6048951 ],0.510548523206751,0.565400843881857,0.820754716981132,0.914760914760915,0.920502092050209,0.914225941422594,0.588652482269503,0.741071428571429,0.522535714285714,0.655518394648829,0.784,0.552714285714286,0.83102766798419,0.881551362683438,0.820754716981132
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.63445378 0.70588235 0.69327731 0.67647059 0.65677966],0.627777777777778,0.602777777777778,0.79559748427673,0.905597326649958,0.912457912457912,0.904882154882155,0.633879781420765,0.64804469273743,0.627889749683632,0.624671916010499,0.657458563535912,0.602472298527732,0.799382716049383,0.814465408805031,0.795597484276729
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.47569444 0.47202797 0.52797203 0.48251748 0.5034965 ],0.428571428571429,0.491596638655462,0.865303983228511,1,1,1,0.423728813559322,0.43859649122807,0.428975664968874,0.506122448979592,0.5,0.491228070175439,0.865656037637219,0.867924528301887,0.865303983228511
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57563025 0.53781513 0.5210084  0.52941176 0.53781513],0.481894150417827,0.462395543175487,0.801362683438155,1,1,1,0.544117647058823,0.578125,0.47469124251497,0.471232876712329,0.514970059880239,0.465818363273453,0.806928171166582,0.830188679245283,0.801362683438155
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.71678322 0.75874126 0.75524476 0.73426573 0.6584507 ],0.533333333333333,0.6,0.890985324947589,1,1,1,0.565891472868217,0.640350877192982,0.538429406850459,0.671232876712329,0.777777777777778,0.590643274853801,0.8948432760364,0.927672955974843,0.890985324947589
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.625      0.55633803 0.57042254 0.50704225 0.59859155],0.569620253164557,0.510548523206751,0.788364249578415,0.95345557122708,0.949438202247191,0.953651685393258,0.567796610169492,0.582608695652174,0.569992872416251,0.482142857142857,0.519230769230769,0.511495083863505,0.785286569717707,0.798260869565217,0.788655803031381
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61888112 0.62937063 0.66433566 0.63636364 0.67482517],0.627615062761506,0.694560669456067,0.695492662473795,0.714383094751193,0.732867132867133,0.706993006993007,0.681003584229391,0.826086956521739,0.634817671809257,0.747404844290657,0.870967741935484,0.68765778401122,0.714496314496314,0.762054507337526,0.695492662473795
svm_model_N26_B137_E163_nb_zones_6_lab_svd,26,137,163,6, lab, svd,708,236,236,0.6,0.2,0.2, [0.81690141 0.76760563 0.84507042 0.78873239 0.79285714],0.584745762711864,0.563559322033898,0.739830508474576,0.833855799373041,0.751412429378531,0.850282485875706,0.581196581196581,0.53125,0.589699074074074,0.492610837438424,0.458715596330275,0.556129451708445,0.714418604651163,0.649746192893401,0.739983452983203
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdn,40,80,120,10, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.60416667 0.54583333 0.58333333 0.58403361 0.53781513],0.51123595505618,0.514044943820225,0.817610062893082,0.999163179916318,0.998327759197324,0.999163879598662,0.53968253968254,0.56043956043956,0.510104837691045,0.509915014164306,0.517241379310345,0.514115195149678,0.819314641744548,0.827044025157233,0.817610062893082
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.65789474 0.66315789 0.7        0.66315789],0.572784810126582,0.55379746835443,0.712389380530973,0.813735691987513,0.823157894736842,0.811578947368421,0.589665653495441,0.587878787878788,0.572085089303632,0.555205047318612,0.578947368421053,0.554717586649551,0.716863721219664,0.727272727272727,0.712370540851553
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdne,16,142,158,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.68229167 0.74479167 0.71052632 0.72105263 0.74210526],0.528301886792453,0.60062893081761,0.809433962264151,0.9723991507431,0.960167714884696,0.972746331236897,0.522292993630573,0.488095238095238,0.530714285714286,0.588996763754045,0.561728395061728,0.601377018043685,0.806389776357828,0.781908302354399,0.80985581145817
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83566434 0.84265734 0.82867133 0.82167832 0.79020979],0.560669456066946,0.560669456066946,0.860062893081761,0.959603118355776,0.946853146853147,0.96013986013986,0.581673306772908,0.603305785123967,0.56012746883317,0.574898785425101,0.601694915254237,0.561178036139515,0.86013619696176,0.860587002096436,0.860062893081761
ensemble_model_v2_N4_B196_E200_nb_zones_6_lab_svd,4,196,200, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.59722222 0.65277778 0.59722222 0.64583333 0.57638889],0.6125,0.579166666666667,0.786666666666667,0.91340782122905,0.908333333333333,0.913888888888889,0.632411067193676,0.634920634920635,0.611319966583124,0.573839662447257,0.552845528455285,0.579841567646446,0.787728026533997,0.779967159277504,0.786768689621832
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.73958333 0.63541667 0.734375   0.65625    0.66145833],0.58125,0.609375,0.81625,0.963350785340314,0.958333333333333,0.963541666666667,0.570512820512821,0.622377622377622,0.585200110623839,0.629080118694362,0.630952380952381,0.608239348370927,0.816708229426434,0.828065739570164,0.816381448277047
svm_model_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.56944444 0.55555556 0.54861111 0.52083333 0.5       ],0.5375,0.545833333333333,0.586666666666667,0.597667638483965,0.569444444444444,0.616666666666667,0.447761194029851,0.375,0.5375,0.463054187192118,0.415929203539823,0.538673263187234,0.544954128440367,0.500843170320405,0.585676939361191
svm_model_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6993007  0.65034965 0.6958042  0.6958042  0.67132867],0.661087866108787,0.656903765690377,0.697589098532495,0.733247422680412,0.795804195804196,0.710489510489511,0.661087866108787,0.681034482758621,0.661655452761424,0.689393939393939,0.739837398373984,0.654401457807682,0.719221411192214,0.774633123689728,0.697589098532495
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.54895105 0.63286713 0.58041958 0.65140845],0.504166666666667,0.529166666666667,0.786163522012579,0.874643874643875,0.859943977591036,0.876750700280112,0.525896414342629,0.515625,0.503348214285714,0.497777777777778,0.5,0.52734375,0.782978723404255,0.771488469601677,0.786163522012579
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.78671329 0.8006993  0.80769231 0.76223776 0.80633803],0.625,0.679166666666667,0.905660377358491,0.990877192982456,0.988795518207283,0.990896358543417,0.651162790697674,0.75,0.6328125,0.717948717948718,0.765625,0.672991071428571,0.907975460122699,0.930817610062893,0.905660377358491
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.60069444 0.57291667 0.58391608 0.64685315 0.59440559],0.607594936708861,0.565400843881857,0.825995807127883,0.907230559345157,0.927475592747559,0.905160390516039,0.607594936708861,0.605042016806723,0.607605754166073,0.55793991416309,0.550847457627119,0.565339695200114,0.828512396694215,0.840670859538784,0.825995807127883
svm_model_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.5        0.52083333 0.54166667 0.59722222 0.55555556],0.545833333333333,0.458333333333333,0.529166666666667,0.375478927203065,0.272222222222222,0.547222222222222,0.084033613445378,0.043859649122807,0.521929824561403,0.121621621621622,0.066666666666667,0.514285714285714,0.283903675538656,0.183908045977011,0.534424412159402
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67226891 0.68907563 0.61764706 0.63445378 0.69327731],0.584958217270195,0.596100278551532,0.638364779874214,0.640653357531761,0.59327731092437,0.667226890756303,0.589531680440771,0.614942528735632,0.585849642746194,0.598337950138504,0.583783783783784,0.596489593041317,0.622124863088718,0.59538784067086,0.638364779874214
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.515625   0.42708333 0.43229167 0.5        0.5       ],0.462264150943396,0.455974842767296,0.78391959798995,1,1,1,0.483383685800604,0.487804878048781,0.461434906556858,0.49266862170088,0.521739130434783,0.455137081140958,0.788697788697789,0.799501867995019,0.78378135224846
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,1434,478,478,0.6,0.2,0.2, [0.76041667 0.78472222 0.77972028 0.7972028  0.78321678],0.578059071729958,0.582278481012658,0.874213836477987,0.97106563161609,0.959553695955369,0.971408647140865,0.62406015037594,0.697478991596639,0.577553055120353,0.637362637362637,0.73728813559322,0.582929782082324,0.877300613496933,0.89937106918239,0.874213836477987
ensemble_model_N26_B137_E163_nb_zones_6_lab_svd,26,137,163,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.69444444 0.72222222 0.73943662 0.71830986 0.75352113],0.642857142857143,0.621848739495798,0.8,0.91063829787234,0.899159663865546,0.911764705882353,0.671814671814672,0.73109243697479,0.642857142857143,0.64,0.689655172413793,0.62351611079706,0.803953871499176,0.824324324324324,0.800122028382898
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.63286713 0.62587413 0.64335664 0.61538462 0.6971831 ],0.483333333333333,0.533333333333333,0.790356394129979,0.88385269121813,0.873949579831933,0.88515406162465,0.533834586466165,0.550387596899225,0.477896501152315,0.555555555555555,0.630630630630631,0.540121516865703,0.792746113989637,0.80188679245283,0.790356394129979
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116,12, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.56944444 0.68055556 0.68531469 0.65734266],0.627118644067797,0.546610169491525,0.890985324947589,0.990953375086987,0.991643454038997,0.990947075208914,0.633333333333333,0.633333333333333,0.627011494252874,0.515837104072398,0.491379310344828,0.545689655172414,0.89041095890411,0.885744234800839,0.890985324947589
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svdne,4,196,200,6, low_bits_4_shifted_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.57746479 0.52816901 0.57746479 0.51408451],0.544303797468354,0.50210970464135,0.600337268128162,0.675392670157068,0.724719101123595,0.651685393258427,0.63758389261745,0.772357723577236,0.535301668806162,0.553030303030303,0.675925925925926,0.516257536606374,0.642533936651584,0.72572402044293,0.601593228919295
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.50520833 0.54166667 0.453125   0.52083333 0.47395833],0.51875,0.509375,0.6175,0.691914022517912,0.704166666666667,0.686458333333333,0.496732026143791,0.5,0.517857142857143,0.491909385113269,0.463414634146341,0.510553470919325,0.615577889447236,0.615577889447236,0.617490437260932
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113,12, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.77430556 0.77777778 0.80902778 0.81944444 0.87062937],0.561702127659575,0.570212765957447,0.865303983228511,0.962702322308234,0.951321279554937,0.963143254520167,0.589641434262948,0.592,0.559636363636364,0.570212765957447,0.609090909090909,0.572545454545455,0.865233350812795,0.864779874213837,0.865303983228511
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.57291667 0.59375    0.58333333 0.61458333],0.55625,0.54375,0.59125,0.650095602294455,0.708333333333333,0.61875,0.589595375722543,0.689189189189189,0.565524827152734,0.625641025641026,0.734939759036145,0.536301048349241,0.632996632996633,0.710327455919396,0.592136432674338
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200,6, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.5625     0.54929577 0.55633803 0.54225352 0.52816901],0.594936708860759,0.645569620253165,0.83389544688027,0.975679542203147,0.957865168539326,0.976123595505618,0.619047619047619,0.65,0.594230769230769,0.658536585365854,0.698275862068966,0.646658592191508,0.835421888053467,0.844594594594595,0.833913458913459
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.703125   0.66666667 0.69473684 0.73684211],0.547169811320755,0.522012578616352,0.78894472361809,0.957716701902748,0.947698744769874,0.9581589958159,0.588571428571429,0.647798742138365,0.547169811320755,0.560693641618497,0.610062893081761,0.522012578616352,0.79537149817296,0.82035175879397,0.78894472361809
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.66806723 0.68067227 0.71008403 0.66806723 0.66949153],0.597222222222222,0.555555555555556,0.695492662473795,0.771144278606965,0.782828282828283,0.767676767676768,0.650602409638554,0.703125,0.589657738095238,0.583333333333333,0.666666666666667,0.5625,0.710224438902743,0.746331236897275,0.695492662473795
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.45833333 0.54861111 0.54166667 0.54861111 0.59722222],0.520833333333333,0.5875,0.805,0.971751412429379,0.955555555555556,0.972222222222222,0.470046082949309,0.432203389830509,0.519380383439844,0.578723404255319,0.557377049180328,0.588010558488469,0.798275862068966,0.771666666666667,0.805
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.68229167 0.71578947 0.67894737 0.66842105 0.66842105],0.564668769716088,0.555205047318612,0.776166456494325,0.920335429769392,0.922268907563025,0.920168067226891,0.514084507042254,0.459119496855346,0.565002786402357,0.494623655913979,0.428571428571429,0.557234432234432,0.765985497692815,0.729899497487437,0.77634215380701
svm_model_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.57638889 0.63888889 0.6971831  0.63380282 0.64788732],0.626050420168067,0.584033613445378,0.650420168067227,0.67887323943662,0.675070028011205,0.680672268907563,0.661596958174905,0.69047619047619,0.62202380952381,0.602409638554217,0.652173913043478,0.586249558147755,0.659574468085106,0.673913043478261,0.650301116333725
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.765625   0.69791667 0.69270833 0.72916667 0.72105263],0.573667711598746,0.557993730407524,0.780701754385965,0.921081081081081,0.889352818371608,0.923799582463466,0.569620253164557,0.548780487804878,0.574390243902439,0.537704918032787,0.525641025641026,0.557299040427875,0.773609314359638,0.748435544430538,0.780742238965583
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svdne,4,196,200,6, low_bits_4_shifted_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.50694444 0.52083333 0.58333333 0.5915493  0.56338028],0.57563025210084,0.533613445378151,0.809563758389262,0.978601997146933,0.958100558659218,0.979050279329609,0.607003891050584,0.604651162790698,0.572967783230211,0.577946768060836,0.580152671755725,0.528394092887208,0.814086814086814,0.8042071197411,0.809769065097031
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5625     0.54166667 0.4893617  0.41489362],0.594936708860759,0.563291139240506,0.827020202020202,0.991596638655462,0.991596638655462,0.991596638655462,0.542857142857143,0.567164179104478,0.591274397244546,0.549019607843137,0.51219512195122,0.565308087291399,0.82184655396619,0.816537467700258,0.826787252368648
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.4789916  0.5210084  0.53361345 0.55084746],0.511111111111111,0.527777777777778,0.818658280922432,1,1,1,0.555555555555556,0.601092896174863,0.509585996110031,0.552631578947368,0.593220338983051,0.528850606649995,0.823828920570265,0.848008385744235,0.818658280922432
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svd,26,137,163, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.67361111 0.6971831  0.73943662 0.66197183],0.596638655462185,0.621848739495798,0.809243697478992,0.942817294281729,0.946778711484594,0.942577030812325,0.644444444444444,0.696,0.591362831858407,0.661654135338346,0.709677419354839,0.617996604414262,0.818834796488428,0.846534653465347,0.808541299335413
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.62676056 0.57746479 0.56338028 0.54225352 0.59859155],0.542372881355932,0.516949152542373,0.765651438240271,0.921540656205421,0.909859154929578,0.922535211267606,0.526315789473684,0.535714285714286,0.542050691244239,0.504347826086956,0.522522522522523,0.517261261261261,0.76100086281277,0.762975778546713,0.765593849538257
ensemble_model_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.49159664 0.50420168 0.51260504 0.55042017 0.48305085],0.522222222222222,0.516666666666667,0.818658280922432,1,1,1,0.505747126436781,0.497175141242938,0.521811614337316,0.524590163934426,0.524590163934426,0.516532370102806,0.818086225026288,0.815513626834382,0.818658280922432
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdn,8,146,154, zones, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.48958333 0.47569444 0.54895105 0.48601399 0.52447552],0.506329113924051,0.451476793248945,0.864779874213837,0.992323796231682,0.99163179916318,0.992329149232915,0.522448979591837,0.547008547008547,0.506837606837607,0.453781512605042,0.45,0.451495726495727,0.865344467640919,0.868972746331237,0.864779874213837
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdne,26,87,113,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.75174825 0.75874126 0.74475524 0.73426573 0.70774648],0.583333333333333,0.554166666666667,0.879454926624738,0.983814215341309,0.978991596638655,0.983893557422969,0.615384615384615,0.677966101694915,0.58488469019172,0.573705179282869,0.590163934426229,0.553556543484301,0.880952380952381,0.892033542976939,0.879454926624738
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113,12, low_bits_4, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.69791667 0.68402778 0.69097222 0.67482517 0.66783217],0.5,0.508474576271186,0.849056603773585,0.961971830985915,0.95125348189415,0.962395543175487,0.553030303030303,0.565891472868217,0.493226110265884,0.524590163934426,0.598130841121495,0.516119684126639,0.850622406639004,0.859538784067086,0.849056603773585
svm_model_N40_B80_E120_nb_zones_12_lab_svd,40,80,120,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.84027778 0.82867133 0.82867133 0.8041958  0.83916084],0.592436974789916,0.57563025210084,0.852201257861635,0.941585535465925,0.945530726256983,0.941340782122905,0.590717299578059,0.598290598290598,0.592533728897365,0.580912863070539,0.578512396694215,0.575580984671894,0.852818371607516,0.856394129979036,0.852201257861635
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116, zones, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.57986111 0.57291667 0.57291667 0.60763889 0.6048951 ],0.548936170212766,0.514893617021277,0.861111111111111,0.968814968814969,0.972183588317107,0.968706536856745,0.554621848739496,0.589285714285714,0.550740418118467,0.547619047619048,0.560975609756098,0.512630662020906,0.862907397827212,0.874213836477987,0.861111111111111
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.58333333 0.51041667 0.46875    0.52083333 0.57291667],0.51875,0.5625,0.78875,0.954732510288066,0.966666666666667,0.954166666666667,0.483221476510067,0.444444444444444,0.519690576652602,0.507042253521127,0.48,0.557647058823529,0.782496782496783,0.767676767676768,0.788541354135414
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.52083333 0.51388889 0.50704225 0.54225352],0.546218487394958,0.5,0.760906040268456,0.919220055710306,0.921787709497207,0.918994413407821,0.597014925373134,0.650406504065041,0.542594556380346,0.510288065843621,0.626262626262626,0.518167284354335,0.768104149715216,0.813793103448276,0.762288708586883
ensemble_model_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200,6, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.5625     0.64583333 0.56944444 0.54166667 0.57042254],0.652719665271967,0.589958158995816,0.811036789297659,0.937062937062937,0.933147632311978,0.937325905292479,0.637554585152838,0.579365079365079,0.656939176850681,0.573913043478261,0.536585365853659,0.591568544995795,0.807495741056218,0.779605263157895,0.811571339061941
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,714,238,238,0.6,0.2,0.2, [0.58333333 0.67361111 0.54929577 0.52112676 0.61971831],0.470588235294118,0.554621848739496,0.784033613445378,0.964838255977497,0.96078431372549,0.964985994397759,0.5078125,0.52,0.467964601769912,0.598484848484848,0.612403100775194,0.549320816442643,0.791226645004062,0.797054009819967,0.783673809745908
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51048951 0.51748252 0.48951049 0.51398601 0.49300699],0.476987447698745,0.523012552301255,0.864255765199161,0.986013986013986,0.986013986013986,0.986013986013986,0.489795918367347,0.5,0.476890756302521,0.516949152542373,0.512605042016807,0.52296918767507,0.864468864468864,0.865828092243187,0.864255765199161
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.77272727 0.79370629 0.79370629 0.79370629 0.81338028],0.579166666666667,0.558333333333333,0.873689727463312,0.975954738330976,0.966386554621849,0.976190476190476,0.640569395017794,0.743801652892562,0.577783179387458,0.618705035971223,0.722689075630252,0.559691645253143,0.877850988342625,0.907756813417191,0.873689727463312
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52083333 0.57142857 0.56302521 0.57142857 0.60084034],0.516759776536313,0.533519553072626,0.815513626834382,0.989949748743718,0.991610738255034,0.98993288590604,0.483582089552239,0.476470588235294,0.514831038798498,0.537396121883656,0.515957446808511,0.534449311639549,0.813756613756614,0.806079664570231,0.815513626834382
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5        0.59473684 0.49473684 0.47368421 0.48947368],0.454258675078864,0.49211356466877,0.787515762925599,0.99685204616999,0.997899159663866,0.996848739495798,0.432786885245902,0.417721518987342,0.454143778361595,0.472131147540984,0.455696202531646,0.491999044662049,0.784388995521433,0.773989898989899,0.787498727832481
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60763889 0.6013986  0.56293706 0.65384615 0.56993007],0.533613445378151,0.525210084033613,0.799266247379455,0.890420399724328,0.902234636871508,0.888966480446927,0.523605150214592,0.516949152542373,0.533474576271186,0.47926267281106,0.433333333333333,0.525988700564972,0.798527091004734,0.79559748427673,0.799266247379455
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.50699301 0.53146853 0.48951049 0.51056338],0.445833333333333,0.504166666666667,0.867400419287212,0.999300209937019,1,0.999299719887955,0.457142857142857,0.478632478632479,0.446633312486971,0.506224066390042,0.495934959349593,0.504377736085053,0.867885117493472,0.871069182389937,0.867400419287212
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6625     0.65966387 0.61344538 0.63445378 0.60504202],0.614525139664804,0.581005586592179,0.806079664570231,0.933764135702746,0.969798657718121,0.931208053691275,0.620879120879121,0.624309392265193,0.614414583138246,0.578651685393259,0.581920903954802,0.581015700596186,0.811031664964249,0.832285115303983,0.806079664570231
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.48958333 0.47395833 0.44791667 0.52083333 0.49473684],0.492163009404389,0.4858934169279,0.795739348370927,1,1,1,0.50609756097561,0.503030303030303,0.491774891774892,0.481012658227848,0.490322580645161,0.486014948859166,0.796504369538077,0.798498122653317,0.795735886922643
ensemble_model_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67132867 0.68531469 0.70629371 0.70979021 0.7027972 ],0.577405857740586,0.589958158995816,0.816561844863732,0.895066018068103,0.900699300699301,0.894405594405594,0.580912863070539,0.625,0.580216535433071,0.62015503875969,0.62992125984252,0.587282058492688,0.819401444788442,0.832285115303983,0.816561844863732
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.6        0.55416667 0.59243697 0.49159664 0.57142857],0.571428571428571,0.509803921568627,0.826519916142558,0.997481108312342,0.994974874371859,0.99748743718593,0.616541353383459,0.687150837988827,0.571103508882054,0.545454545454546,0.589887640449438,0.510027619107401,0.832405063291139,0.861635220125786,0.826519916142558
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.55208333 0.50694444 0.51748252 0.52097902 0.49300699],0.50210970464135,0.455696202531646,0.870545073375262,1,1,1,0.520325203252033,0.503937007874016,0.501968503937008,0.460251046025105,0.5,0.458661417322835,0.871287128712871,0.876310272536688,0.870545073375262
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.5875     0.56302521 0.53781513 0.51680672],0.535014005602241,0.543417366946779,0.544549266247379,0.45010183299389,0.370184254606365,0.547738693467337,0.453947368421053,0.383333333333333,0.536299435028249,0.43205574912892,0.350282485875706,0.54180790960452,0.447552447552448,0.368972746331237,0.544549266247379
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.63888889 0.64583333 0.65034965 0.62937063 0.65034965],0.607594936708861,0.616033755274262,0.668763102725367,0.69060773480663,0.697350069735007,0.687587168758717,0.635294117647059,0.675,0.606730769230769,0.648648648648649,0.717948717948718,0.617307692307692,0.677879714576962,0.69706498951782,0.668763102725367
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,948,316,316,0.6,0.2,0.2, [0.62631579 0.65789474 0.64210526 0.71052632 0.61170213],0.604430379746835,0.588607594936709,0.792405063291139,0.923560209424084,0.930379746835443,0.922995780590717,0.584717607973422,0.536585365853659,0.607108472400513,0.557823129251701,0.515723270440252,0.589071826302928,0.788387096774193,0.766624843161857,0.792635537800596
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.5375     0.53361345 0.53781513 0.54621849],0.568627450980392,0.549019607843137,0.830188679245283,0.992455993294216,0.991624790619766,0.992462311557789,0.509554140127389,0.446927374301676,0.568969305128366,0.478964401294498,0.415730337078652,0.548647291444354,0.8215859030837,0.781970649895178,0.830188679245283
ensemble_model_v2_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.61111111 0.60416667 0.64084507 0.55633803 0.59859155],0.584033613445378,0.563025210084034,0.773109243697479,0.905233380480905,0.896358543417367,0.906162464985994,0.543778801843318,0.5,0.583333333333333,0.527272727272727,0.483333333333333,0.563700564971752,0.763986013986014,0.734453781512605,0.773109243697479
svm_model_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.43055556 0.5        0.48611111 0.54861111 0.54225352],0.502092050209205,0.497907949790795,0.733277591973244,0.887955182072829,0.883008356545961,0.88857938718663,0.49789029535865,0.468253968253968,0.504038488551763,0.464285714285714,0.460176991150443,0.495961511448237,0.728510638297872,0.715719063545151,0.733277591973244
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.5        0.5034965  0.47552448 0.52447552 0.45804196],0.529411764705882,0.491596638655462,0.5041928721174,0.390076988879384,0.318435754189944,0.502094972067039,0.410526315789474,0.339130434782609,0.52322375397667,0.35978835978836,0.276422764227642,0.499080947331213,0.388888888888889,0.315513626834382,0.5041928721174
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.60416667 0.61458333 0.625      0.5625    ],0.53125,0.525,0.625,0.647754137115839,0.570833333333333,0.689583333333333,0.444444444444444,0.357142857142857,0.540413533834586,0.506493506493507,0.433333333333333,0.538095238095238,0.578651685393259,0.497584541062802,0.629621286075442
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.54166667 0.57142857 0.54201681 0.57563025 0.5       ],0.516759776536313,0.519553072625698,0.810796645702306,0.986577181208054,0.986577181208054,0.986577181208054,0.523415977961433,0.555555555555556,0.518419489007724,0.527472527472527,0.513368983957219,0.519842386715452,0.811881188118812,0.816561844863732,0.810796645702306
svm_model_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.625      0.578125   0.55789474 0.60526316],0.550314465408805,0.5,0.573492462311558,0.656960873521383,0.755230125523013,0.605648535564854,0.637974683544304,0.802547770700637,0.553447798393797,0.584856396866841,0.817518248175182,0.538593378231238,0.63825253063399,0.775906735751295,0.579416782509794
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.71008403 0.73109244 0.66806723 0.72268908 0.63983051],0.566666666666667,0.583333333333333,0.828616352201258,0.982248520710059,0.978114478114478,0.982323232323232,0.606060606060606,0.659340659340659,0.565625385850105,0.630541871921182,0.719101123595506,0.584825287072478,0.835264483627204,0.868972746331237,0.828616352201258
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svd,16,142,158,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.70833333 0.67916667 0.67647059 0.68067227 0.66386555],0.560224089635854,0.535014005602241,0.685534591194968,0.76545300592718,0.757118927973199,0.768006700167504,0.579088471849866,0.620689655172414,0.561710947804786,0.580808080808081,0.628415300546448,0.532598454870925,0.692307692307692,0.707547169811321,0.685534591194968
svm_model_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.59027778 0.58333333 0.56944444 0.52083333 0.625     ],0.541666666666667,0.604166666666667,0.614166666666667,0.623906705539359,0.594444444444444,0.641666666666667,0.533898305084746,0.533898305084746,0.541539316476799,0.59915611814346,0.563492063492063,0.606307435254804,0.600517687661777,0.576158940397351,0.61442175207787
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.67013889 0.72222222 0.6958042  0.76223776 0.6993007 ],0.535864978902954,0.556962025316456,0.885220125786164,0.99721059972106,0.99721059972106,0.99721059972106,0.5703125,0.598360655737705,0.533962936564505,0.60377358490566,0.695652173913043,0.560940841054882,0.887979539641944,0.909853249475891,0.885220125786164
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.73333333 0.7375     0.63333333 0.67226891],0.557746478873239,0.566197183098592,0.711215932914046,0.8,0.801335559265442,0.799666110183639,0.58575197889182,0.634285714285714,0.558809523809524,0.588235294117647,0.611111111111111,0.565555555555556,0.717869943676395,0.734800838574423,0.711215932914046
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.53125    0.60416667 0.6875     0.55208333 0.5625    ],0.51875,0.475,0.77375,0.959514170040486,0.9875,0.958333333333334,0.515723270440252,0.518987341772152,0.518752930145335,0.432432432432432,0.421052631578947,0.472431077694236,0.774032459425718,0.784810126582278,0.773886544772621
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.66433566 0.67832168 0.66433566 0.64788732],0.566666666666667,0.645833333333333,0.887840670859539,0.982529699510832,0.984593837535014,0.98249299719888,0.596899224806201,0.68141592920354,0.572991429168699,0.695340501792115,0.763779527559055,0.63852693192112,0.891260162601626,0.919287211740042,0.887840670859539
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svd,4,196,200,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.546875   0.58333333 0.57894737 0.57368421 0.62631579],0.575471698113208,0.575471698113208,0.594968553459119,0.603813559322034,0.59748427672956,0.607966457023061,0.512635379061372,0.449367088607595,0.574683544303797,0.536082474226804,0.475609756097561,0.578713968957871,0.574074074074074,0.543178973717146,0.595230447667676
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47552448 0.46853147 0.54895105 0.52447552 0.54195804],0.510460251046025,0.485355648535565,0.526729559748428,0.515704894083273,0.493706293706294,0.536363636363636,0.506329113924051,0.487804878048781,0.511143818334735,0.433179723502304,0.405172413793103,0.483074011774601,0.504662643993418,0.482180293501048,0.526729559748428
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.42361111 0.51041667 0.48263889 0.53846154 0.49300699],0.474576271186441,0.48728813559322,0.867400419287212,0.99442119944212,0.993036211699164,0.994428969359331,0.436363636363636,0.424778761061947,0.47255198215699,0.489451476793249,0.471544715447154,0.487984747104108,0.86620835536753,0.858490566037736,0.867400419287212
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.69270833 0.73157895 0.66842105 0.77368421],0.581761006289308,0.588050314465409,0.668553459119497,0.726895119418484,0.733752620545073,0.724318658280922,0.585669781931464,0.598726114649682,0.581971752977015,0.601823708206687,0.630573248407643,0.58857854966966,0.673279603223807,0.686472819216182,0.668643168056151
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.54166667 0.63541667 0.52083333 0.5        0.51041667],0.46875,0.525,0.78,0.968944099378882,0.975,0.96875,0.437086092715232,0.471428571428571,0.469047619047619,0.563218390804598,0.6125,0.525,0.782178217821782,0.81025641025641,0.780737961225766
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.51388889 0.61805556 0.58333333 0.5625     0.52083333],0.533333333333333,0.6,0.823333333333333,0.994475138121547,1,0.994444444444444,0.540983606557377,0.545454545454545,0.533231474407945,0.6,0.620689655172414,0.600667408231368,0.824503311258278,0.834170854271357,0.82338725134795
ensemble_model_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.4375     0.50704225 0.5        0.50704225],0.550420168067227,0.474789915966386,0.805042016806723,1,1,1,0.54468085106383,0.528925619834711,0.550787596242142,0.505928853754941,0.571428571428571,0.48015873015873,0.806988352745424,0.822033898305085,0.805183615819209
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdne,8,146,154,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62237762 0.64685315 0.6013986  0.65734266 0.63986014],0.602510460251046,0.548117154811716,0.650943396226415,0.648443432042521,0.597202797202797,0.676223776223776,0.50261780104712,0.424778761061947,0.593341761483354,0.431578947368421,0.325396825396825,0.560928501193988,0.607773851590106,0.540880503144654,0.650943396226415
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55594406 0.51048951 0.55594406 0.55244755 0.58041958],0.493723849372385,0.497907949790795,0.582285115303983,0.615491009681881,0.622377622377622,0.611188811188811,0.532818532818533,0.575,0.493382352941176,0.53125,0.571428571428571,0.498214285714286,0.593574706782254,0.610062893081761,0.582285115303983
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.82291667 0.78125    0.74825175 0.77622378 0.76573427],0.578059071729958,0.594936708860759,0.867400419287212,0.959943780744905,0.95258019525802,0.960251046025105,0.632352941176471,0.735042735042735,0.580021367521368,0.661971830985915,0.783333333333333,0.592521367521367,0.872157655381506,0.90461215932914,0.867400419287212
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.41145833 0.52083333 0.47368421 0.46842105 0.56315789],0.50314465408805,0.506289308176101,0.79811320754717,0.993723849372385,0.9958071278826,0.9937106918239,0.509316770186335,0.493975903614458,0.50356689917565,0.474916387959866,0.470198675496689,0.504560415592656,0.796448953709575,0.790931989924433,0.79810418591699
svm_model_N4_B196_E200_nb_zones_8_lab_svd,4,196,200,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.578125   0.65104167 0.62105263 0.61578947 0.62105263],0.613207547169811,0.644654088050314,0.633333333333333,0.679593721144968,0.771488469601677,0.636268343815514,0.641399416909621,0.670731707317073,0.611339879632563,0.658610271903323,0.717105263157895,0.647709258084972,0.668184405236198,0.740226986128625,0.633601573365442
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.63286713 0.62587413 0.66783217 0.63986014 0.67605634],0.608333333333333,0.6,0.64622641509434,0.657243816254417,0.651260504201681,0.660364145658263,0.54368932038835,0.440944881889764,0.618702529440457,0.52,0.460176991150443,0.59229321998467,0.629324546952224,0.60062893081761,0.64622641509434
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.6092437  0.63445378 0.56722689 0.59663866 0.59745763],0.613888888888889,0.586111111111111,0.791404612159329,0.907407407407407,0.907407407407407,0.907407407407407,0.631299734748011,0.619791666666667,0.613467261904762,0.577903682719547,0.607142857142857,0.587425595238095,0.792492179353493,0.79664570230608,0.791404612159329
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.6993007  0.62937063 0.62937063 0.66083916 0.63028169],0.516666666666667,0.579166666666667,0.823899371069182,0.916957431960921,0.920168067226891,0.916666666666666,0.576642335766423,0.675213675213675,0.52053366687513,0.650519031141869,0.764227642276423,0.574421513445904,0.831663326653307,0.870020964360587,0.823899371069182
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158, zones, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52521008 0.50840336 0.48319328 0.46638655 0.4789916 ],0.495821727019499,0.523676880222841,0.811844863731656,0.994132439228835,0.996638655462185,0.994117647058824,0.472303206997085,0.476470588235294,0.494849050731404,0.544,0.53968253968254,0.522782446311858,0.812140240711669,0.813417190775681,0.811844863731656
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.45263158 0.46842105 0.53157895 0.53684211],0.503164556962025,0.522151898734177,0.687737041719343,0.799136069114471,0.778947368421053,0.80421052631579,0.488599348534202,0.46875,0.503605769230769,0.50814332247557,0.484472049689441,0.522881186135043,0.679220779220779,0.657035175879397,0.687932346209419
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.50699301 0.55944056 0.52097902 0.57042254],0.545833333333333,0.525,0.791404612159329,0.879393521709166,0.893557422969188,0.877450980392157,0.558704453441296,0.570247933884297,0.545628168622821,0.547619047619048,0.579831932773109,0.525453156469199,0.795897435897436,0.813417190775681,0.791404612159329
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.515625   0.50520833 0.49473684 0.52105263 0.62105263],0.575471698113208,0.525157232704403,0.80377358490566,0.972573839662447,0.966457023060797,0.972746331236897,0.542372881355932,0.506329113924051,0.575039556962025,0.501650165016502,0.457831325301205,0.52825776791376,0.798188874514877,0.770287141073658,0.804028234668641
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.75       0.8125     0.74468085 0.73404255 0.72340426],0.575949367088608,0.575949367088608,0.753164556962025,0.864745011086475,0.822784810126582,0.871308016877637,0.641711229946524,0.714285714285714,0.566602316602317,0.617142857142857,0.710526315789474,0.580872913992298,0.760147601476015,0.778337531486146,0.753036450221445
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154, zones, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.65972222 0.6958042  0.65734266 0.66783217 0.65734266],0.588235294117647,0.579831932773109,0.843815513626834,0.929873772791024,0.925977653631285,0.930167597765363,0.631578947368421,0.730434782608696,0.592859667727112,0.609375,0.634146341463415,0.577942735949099,0.847022587268994,0.864779874213837,0.843815513626834
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.50694444 0.52083333 0.57746479 0.58450704 0.57042254],0.533613445378151,0.567226890756302,0.77563025210084,0.924393723252496,0.907563025210084,0.925770308123249,0.557768924302789,0.555555555555556,0.532242063492063,0.565400843881857,0.582608695652174,0.567727112053729,0.775441547518923,0.770903010033445,0.775654207719425
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.61805556 0.54166667 0.55633803 0.54929577 0.5915493 ],0.579831932773109,0.563025210084034,0.573949579831933,0.454054054054054,0.352941176470588,0.57563025210084,0.553571428571429,0.496,0.584283185840708,0.48,0.461538461538462,0.551664753157291,0.482124616956078,0.402730375426621,0.571398300296092
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.44537815 0.49579832 0.54621849 0.42016807 0.55084746],0.511111111111111,0.547222222222222,0.817610062893082,0.992392223161454,0.988215488215488,0.992424242424242,0.511111111111111,0.5,0.511363636363636,0.540845070422535,0.545454545454545,0.547183794466403,0.816649104320337,0.812368972746331,0.817610062893082
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdn,32,84,116,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.48601399 0.47202797 0.49300699 0.51056338],0.533333333333333,0.558333333333333,0.625786163522013,0.634756995581738,0.603641456582633,0.65266106442577,0.44,0.379310344827586,0.528364849833148,0.530973451327434,0.483870967741936,0.560901001112347,0.599775784753363,0.560796645702306,0.625786163522013
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.8125     0.81666667 0.81932773 0.77310924 0.79831933],0.602240896358543,0.591036414565826,0.779350104821803,0.886615515771526,0.871021775544389,0.888609715242881,0.648514851485149,0.731843575418994,0.601876843889273,0.635,0.713483146067416,0.591378444542088,0.787051087506323,0.815513626834382,0.779350104821803
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,1428,476,476,0.6,0.2,0.2, [0.77622378 0.75874126 0.79370629 0.83216783 0.78169014],0.570833333333333,0.541666666666667,0.856394129979036,0.956645344705046,0.942577030812325,0.957282913165266,0.622710622710623,0.732758620689655,0.576056729699666,0.612676056338028,0.701612903225807,0.53615127919911,0.860488798370672,0.885744234800839,0.856394129979036
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svd,4,196,200,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.546875   0.55208333 0.56770833 0.53125    0.5625    ],0.584375,0.553125,0.825,0.995850622406639,1,0.995833333333333,0.542955326460481,0.484662576687117,0.586280332929545,0.48,0.428571428571429,0.548623063683305,0.816993464052288,0.784190715181932,0.824847536918488
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.67708333 0.765625   0.6875     0.71354167 0.72105263],0.551724137931034,0.567398119122257,0.791979949874687,0.945802337938363,0.92901878914405,0.946764091858038,0.573134328358209,0.596273291925466,0.551301202924758,0.586826347305389,0.628205128205128,0.568703791096429,0.793788819875776,0.802763819095477,0.792006909547739
svm_model_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.80769231 0.79020979 0.8041958  0.8006993  0.8028169 ],0.625,0.683333333333333,0.840146750524109,0.90050107372942,0.880952380952381,0.90266106442577,0.653846153846154,0.685483870967742,0.622914349276974,0.680672268907563,0.698275862068966,0.683815350389321,0.839050131926121,0.833333333333333,0.840146750524109
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.65734266 0.6958042  0.77622378 0.68881119 0.70070423],0.45,0.516666666666667,0.842767295597484,0.963380281690141,0.957983193277311,0.96358543417367,0.535211267605634,0.628099173553719,0.448503368289465,0.579710144927536,0.672268907563025,0.517952635599694,0.848484848484848,0.880503144654088,0.842767295597484
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51736111 0.5034965  0.47902098 0.53146853 0.55594406],0.546218487394958,0.525210084033613,0.879979035639413,0.99442119944212,0.995810055865922,0.994413407821229,0.546218487394958,0.52,0.547610619469027,0.506550218340611,0.513274336283186,0.524637168141593,0.879537085744345,0.876310272536688,0.879979035639413
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.54166667 0.51388889 0.47887324 0.42957746],0.516806722689076,0.521008403361345,0.802852348993289,0.991573033707865,0.986033519553073,0.991620111731844,0.51063829787234,0.47244094488189,0.520004256224729,0.516949152542373,0.539823008849557,0.521911504424779,0.801352493660186,0.792642140468227,0.80288672679977
svm_model_N8_B192_E200_nb_zones_4_lab_svd,8,192,200,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.64583333 0.58333333 0.70212766 0.69148936 0.64893617],0.645569620253165,0.607594936708861,0.775949367088608,0.874200426439232,0.864978902953586,0.875527426160338,0.717171717171717,0.845238095238095,0.632078507078507,0.663043478260869,0.792207792207792,0.612153278819946,0.792009400705053,0.846733668341708,0.775407650497385
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.49652778 0.51748252 0.49300699 0.47552448],0.506329113924051,0.540084388185654,0.562368972746331,0.403525954946131,0.287308228730823,0.575313807531381,0.290909090909091,0.198347107438017,0.512966657167284,0.322981366459627,0.224137931034483,0.533556568823026,0.380103934669636,0.268343815513627,0.562368972746331
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.83333333 0.84375    0.75       0.8125     0.71875   ],0.55625,0.51875,0.78,0.940425531914893,0.920833333333333,0.941666666666667,0.523489932885906,0.469879518072289,0.559615083711469,0.509554140127389,0.5,0.51875,0.77319587628866,0.744416873449131,0.78026889012507
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.70833333 0.6625     0.675      0.69166667 0.70833333],0.516949152542373,0.553672316384181,0.79559748427673,0.949293433083957,0.951666666666667,0.949166666666667,0.562659846547315,0.64327485380117,0.521090978813153,0.608910891089109,0.672131147540984,0.549515866168153,0.804804804804805,0.842767295597484,0.79559748427673
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svd,16,142,158,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.67226891 0.67226891 0.65966387 0.67647059 0.63559322],0.563888888888889,0.522222222222222,0.80293501048218,0.96,0.94949494949495,0.96043771043771,0.528528528528528,0.483516483516483,0.56479194962341,0.502890173410405,0.48876404494382,0.521854549944438,0.797195253505933,0.774633123689728,0.80293501048218
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.8041958  0.78321678 0.7972028  0.8006993  0.75704225],0.570833333333333,0.616666666666667,0.852201257861635,0.937093275488069,0.907563025210084,0.939075630252101,0.579591836734694,0.633928571428571,0.574776785714286,0.634920634920635,0.625,0.616071428571429,0.85,0.837526205450734,0.852201257861635
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.4965035  0.52097902 0.5        0.5        0.54545455],0.485355648535565,0.523012552301255,0.873689727463312,0.997206703910614,0.998601398601399,0.997202797202797,0.497959183673469,0.5,0.485042735042735,0.516949152542373,0.521367521367521,0.522978842650974,0.87401986408782,0.876310272536688,0.873689727463312
ensemble_model_N40_B80_E120_nb_zones_12_lab_svd,40,80,120,12, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.85664336 0.82167832 0.85314685 0.84615385 0.82517483],0.602510460251046,0.644351464435146,0.883123689727463,0.969909027291812,0.969230769230769,0.96993006993007,0.668989547038328,0.849557522123894,0.615254951538137,0.717607973421927,0.857142857142857,0.632111251580278,0.889439762022806,0.940251572327044,0.883123689727463
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.82916667 0.87083333 0.8625     0.82773109 0.87815126],0.48876404494382,0.50561797752809,0.784591194968553,0.95450643776824,0.929765886287626,0.955685618729097,0.545,0.592391304347826,0.485149140546006,0.54639175257732,0.616279069767442,0.50922649140546,0.789554531490016,0.808176100628931,0.784591194968554
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svd,26,137,163,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.80208333 0.78125    0.73958333 0.76041667 0.82291667],0.50625,0.45625,0.70625,0.857142857142857,0.8625,0.85625,0.603015075376884,0.714285714285714,0.495300751879699,0.544502617801047,0.722222222222222,0.480429292929293,0.730813287514318,0.805555555555556,0.707233223322332
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.44444444 0.48951049 0.54895105 0.47902098 0.56293706],0.445378151260504,0.483193277310924,0.866352201257862,1,1,1,0.459016393442623,0.470588235294118,0.445378151260504,0.472103004291845,0.46218487394958,0.483193277310924,0.866422210581456,0.866876310272536,0.866352201257862
ensemble_model_N4_B196_E200_nb_zones_8_lab_svd,4,196,200,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63157895 0.64736842 0.56315789 0.7        0.62105263],0.655063291139241,0.550632911392405,0.808470290771176,0.945147679324894,0.943157894736842,0.945263157894737,0.676557863501484,0.721518987341772,0.65506329113924,0.589595375722543,0.633540372670807,0.549028250851533,0.814224402207235,0.836272040302267,0.808364446547073
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.69583333 0.66666667 0.68907563 0.70588235 0.69747899],0.61344537815126,0.579831932773109,0.814989517819707,0.945054945054945,0.936348408710218,0.945561139028476,0.601156069364162,0.608187134502924,0.613233352197699,0.592391304347826,0.586021505376344,0.579560460290511,0.813916710595677,0.809224318658281,0.814989517819707
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58333333 0.65104167 0.66145833 0.609375   0.63684211],0.545454545454545,0.576802507836991,0.603383458646617,0.676443629697525,0.77035490605428,0.631524008350731,0.596100278551532,0.66875,0.545066823899371,0.610951008645533,0.72108843537415,0.587288403733586,0.647746243739566,0.740458015267176,0.605414192818773
ensemble_model_N8_B192_E200_nb_zones_4_lab_svd,8,192,200,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.5625     0.65625    0.61458333 0.61458333 0.57291667],0.675,0.6,0.80375,0.91220556745182,0.8875,0.914583333333333,0.657894736842105,0.595238095238095,0.679197994987469,0.614457831325301,0.62962962962963,0.599624941397093,0.8,0.775308641975309,0.804110017190186
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.49305556 0.52777778 0.58333333 0.54166667 0.65492958],0.531380753138075,0.497907949790795,0.780100334448161,0.956028368794326,0.938718662952646,0.956824512534819,0.575757575757576,0.628099173553719,0.530151281692114,0.555555555555556,0.604838709677419,0.493723702664797,0.78773204196933,0.80794701986755,0.779818104528369
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdne,40,80,120,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.74166667 0.79166667 0.78333333 0.78571429 0.73109244],0.547752808988764,0.575842696629213,0.782494758909853,0.912489379779099,0.897993311036789,0.913879598662207,0.626450116009281,0.737704918032787,0.542262863640671,0.628992628992629,0.739884393063584,0.580324710192994,0.794044665012407,0.838574423480084,0.782494758909853
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.48739496 0.57563025 0.50420168 0.4789916 ],0.513966480446927,0.533519553072626,0.810796645702306,0.983193277310924,0.981543624161074,0.983221476510067,0.521978021978022,0.572289156626506,0.517915411646586,0.572890025575448,0.583333333333333,0.529618473895583,0.81439588688946,0.830188679245283,0.810796645702306
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.83333333 0.8125     0.82978723 0.80851064 0.76595745],0.613924050632911,0.613924050632911,0.811392405063291,0.94291754756871,0.940928270042194,0.943037974683544,0.683937823834197,0.709677419354839,0.593300248138958,0.666666666666667,0.782051282051282,0.616025641025641,0.824499411071849,0.857843137254902,0.809811620983472
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5375     0.5375     0.50833333 0.48739496 0.51260504],0.508426966292135,0.463483146067416,0.808176100628931,1,1,1,0.507042253521127,0.50561797752809,0.508426966292135,0.487935656836461,0.51123595505618,0.463483146067416,0.80977130977131,0.816561844863732,0.808176100628931
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.71875    0.76041667 0.83333333 0.74468085],0.578616352201258,0.540880503144654,0.746231155778894,0.868085106382978,0.853556485355648,0.870292887029289,0.633879781420765,0.659090909090909,0.568982074263764,0.592178770949721,0.706666666666667,0.549761904761905,0.757211538461538,0.783582089552239,0.745851958481703
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svd,26,137,163,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.8125     0.79166667 0.82978723 0.77659574 0.87234043],0.5,0.487341772151899,0.783544303797468,0.976545842217484,0.966244725738397,0.976793248945148,0.526946107784431,0.578947368421053,0.502888318356868,0.547486033519553,0.6125,0.48573717948718,0.790184049079755,0.819338422391857,0.783724626813057
svm_model_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.72916667 0.72535211 0.83098592 0.77464789],0.579831932773109,0.571428571428571,0.714285714285714,0.799418604651163,0.7703081232493,0.80672268907563,0.626865671641791,0.65625,0.573579545454545,0.585365853658537,0.620689655172414,0.57263990955342,0.717138103161398,0.717138103161398,0.714256657692753
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.5625     0.48958333 0.59473684 0.49473684 0.52631579],0.540880503144654,0.515723270440252,0.784276729559748,0.954689146469968,0.949685534591195,0.954926624737945,0.471014492753623,0.427631578947368,0.53610494610019,0.442028985507246,0.393548387096774,0.512725113793786,0.771485676215856,0.738520408163265,0.783652263634983
ensemble_model_v2_N8_B192_E200_nb_zones_4_lab_svd,8,192,200, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.66666667 0.6875     0.61458333 0.65957447],0.60377358490566,0.59748427672956,0.809045226130653,0.947368421052632,0.941422594142259,0.947698744769874,0.598726114649682,0.552941176470588,0.607551669316375,0.573333333333333,0.558441558441558,0.596293949952487,0.805626598465473,0.785536159600997,0.80922377600303
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.60763889 0.64930556 0.65384615 0.64335664 0.65734266],0.531645569620253,0.582278481012658,0.835429769392034,0.926760563380281,0.917712691771269,0.927475592747559,0.511013215859031,0.491525423728814,0.531476997578692,0.578723404255319,0.571428571428571,0.582324455205811,0.833156216790648,0.821802935010482,0.835429769392034
svm_model_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.60526316 0.61052632 0.62105263 0.56842105 0.6       ],0.598101265822785,0.55379746835443,0.596080910240202,0.670222222222222,0.793684210526316,0.609473684210526,0.683291770573566,0.825301204819277,0.585983935742972,0.637532133676092,0.855172413793103,0.576709013914096,0.666318537859008,0.811704834605598,0.597435331875663
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158,8, low_bits_2, svdn,960,320,320,0.6,0.2,0.2, [0.5        0.47916667 0.50520833 0.5        0.47916667],0.509375,0.515625,0.805,1,1,1,0.507836990595611,0.547297297297297,0.512020741671905,0.52887537993921,0.533742331288344,0.515278808956274,0.805970149253731,0.81921618204804,0.805158152828717
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdne,8,146,154,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64583333 0.63286713 0.64335664 0.65384615 0.63986014],0.550420168067227,0.634453781512605,0.891509433962264,0.99092812281926,0.991620111731844,0.990921787709497,0.580392156862745,0.616666666666667,0.549858757062147,0.676579925650558,0.771186440677966,0.635593220338983,0.894225855901891,0.917190775681342,0.891509433962264
svm_model_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69583333 0.6512605  0.69327731 0.69327731 0.65966387],0.636871508379888,0.575418994413408,0.731132075471698,0.802732707087959,0.788590604026846,0.806208053691275,0.679802955665025,0.754098360655738,0.634192037470726,0.606217616580311,0.668571428571429,0.577455113192818,0.738665308201732,0.759958071278826,0.731132075471698
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61458333 0.64210526 0.64210526 0.57368421 0.66842105],0.634069400630915,0.533123028391167,0.80327868852459,0.948608137044968,0.930672268907563,0.949579831932773,0.630573248407643,0.630573248407643,0.634036624203822,0.503355704697986,0.460122699386503,0.535256154888057,0.798188874514877,0.775125628140704,0.803385598880478
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,954,318,318,0.6,0.2,0.2, [0.55208333 0.57291667 0.63157895 0.58421053 0.57894737],0.559748427672956,0.509433962264151,0.780503144654088,0.943193997856377,0.922431865828092,0.944444444444444,0.588235294117647,0.636942675159236,0.560707362424338,0.527272727272727,0.520958083832335,0.508823412777095,0.782283218964442,0.782771535580524,0.780485894532975
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163,4, low_bits_6, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.45833333 0.5        0.57446809 0.5212766  0.54255319],0.560509554140127,0.554140127388535,0.823155216284987,1,1,1,0.503597122302158,0.4375,0.562905844155844,0.513888888888889,0.468354430379747,0.554690035702694,0.815894039735099,0.779746835443038,0.823377254038654
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.70629371 0.69230769 0.68181818 0.66433566 0.69366197],0.533333333333333,0.55,0.866876310272536,0.97629009762901,0.980392156862745,0.976190476190476,0.544715447154471,0.577586206896552,0.53476084538376,0.578125,0.596774193548387,0.548387096774194,0.868801652892562,0.881551362683438,0.866876310272537
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.91666667 0.82291667 0.80208333 0.84375    0.875     ],0.46875,0.56875,0.79375,0.976939203354298,0.970833333333333,0.977083333333333,0.472049689440994,0.558823529411765,0.480498721227622,0.571428571428571,0.63013698630137,0.573689182805857,0.793491864831039,0.832020997375328,0.795485439021793
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48263889 0.49300699 0.4965035  0.44055944 0.44405594],0.525210084033613,0.457983193277311,0.873165618448637,1,1,1,0.519148936170213,0.488,0.527185840707965,0.441558441558442,0.451327433628319,0.457663716814159,0.872497365648051,0.867924528301887,0.873165618448637
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,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.86458333 0.78125    0.82291667],0.50625,0.5125,0.77125,0.945378151260504,0.9375,0.945833333333333,0.538011695906433,0.55421686746988,0.504381161007667,0.546511627906977,0.594936708860759,0.513517737146429,0.776556776556777,0.791044776119403,0.771150528763219
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.54166667 0.51408451 0.54929577 0.51408451 0.53521127],0.50210970464135,0.552742616033755,0.782462057335582,0.952646239554318,0.960674157303371,0.952247191011236,0.404040404040404,0.344827586206897,0.498860074095184,0.565573770491803,0.552,0.552785714285714,0.777586206896552,0.755443886097152,0.782645542369459
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68402778 0.71328671 0.67132867 0.68881119 0.63286713],0.584033613445378,0.567226890756302,0.673480083857442,0.719893546240852,0.755586592178771,0.706005586592179,0.668896321070234,0.819672131147541,0.577939513849633,0.655518394648829,0.844827586206896,0.574053137365743,0.703474535935269,0.774633123689728,0.673480083857442
ensemble_model_v2_N4_B196_E200_nb_zones_8_lab_svd,4,196,200, zones, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.59473684 0.59473684 0.58947368 0.55789474 0.56842105],0.626582278481013,0.560126582278481,0.783817951959545,0.908896034297964,0.892631578947368,0.910526315789474,0.601351351351351,0.626760563380282,0.626598672494738,0.561514195583596,0.563291139240506,0.560126582278481,0.778783958602846,0.776774193548387,0.783678298756845
ensemble_model_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.70422535 0.73943662 0.73239437 0.71830986],0.605932203389831,0.627118644067797,0.796108291032149,0.915254237288135,0.912676056338028,0.915492957746479,0.617283950617284,0.675675675675676,0.609837837837838,0.65625,0.67741935483871,0.62442396313364,0.8003314001657,0.81864406779661,0.796146358222629
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.640625   0.61979167 0.63157895 0.62105263 0.62631579],0.572327044025157,0.60062893081761,0.766037735849057,0.884165781083953,0.872117400419287,0.885744234800839,0.546666666666667,0.525641025641026,0.571462488129155,0.588996763754045,0.56875,0.600830696202532,0.76,0.742749054224464,0.76597929499178
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163,4, low_bits_6, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.54166667 0.46808511 0.56382979 0.53191489 0.53191489],0.54140127388535,0.496815286624204,0.807888040712468,1,1,1,0.55,0.517647058823529,0.543545751633987,0.50314465408805,0.476190476190476,0.498369210697978,0.809102402022756,0.790123456790123,0.808447555166715
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.82291667 0.80208333 0.73958333 0.73958333],0.53125,0.58125,0.79625,0.95578947368421,0.945833333333333,0.95625,0.545454545454545,0.592105263157895,0.534147869674186,0.61271676300578,0.688311688311688,0.585119699577531,0.799507995079951,0.826972010178117,0.796778388381442
svm_model_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.70833333 0.64583333 0.69791667 0.66666667],0.53125,0.575,0.65125,0.73015873015873,0.766666666666667,0.716666666666667,0.603174603174603,0.703703703703704,0.52906704172527,0.649484536082474,0.79746835443038,0.577746522894202,0.685456595264938,0.76,0.65125
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.61888112 0.64335664 0.6993007  0.65034965 0.65140845],0.608333333333333,0.620833333333333,0.827044025157233,0.899235580264072,0.906162464985994,0.898459383753501,0.6328125,0.686440677966101,0.609613781606002,0.612765957446809,0.590163934426229,0.621353153653793,0.829015544041451,0.838574423480084,0.827044025157233
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdn,26,137,163,4, low_bits_4_shifted_2, svdn,474,158,158,0.6,0.2,0.2, [0.5625     0.47916667 0.58510638 0.5        0.5106383 ],0.518987341772152,0.550632911392405,0.565822784810127,0.568281938325991,0.544303797468354,0.586497890295359,0.582417582417582,0.54639175257732,0.510900794321447,0.489208633093525,0.441558441558442,0.547939714606381,0.55741935483871,0.525547445255474,0.56752306299713
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47902098 0.54895105 0.52097902 0.52097902 0.53146853],0.506276150627615,0.527196652719665,0.524633123689728,0.629791894852136,0.804195804195804,0.527272727272727,0.61437908496732,0.846846846846847,0.528892173423423,0.652307692307692,0.828125,0.50415259009009,0.630850630850631,0.812368972746331,0.524633123689728
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61344538 0.71848739 0.71428571 0.69327731 0.64705882],0.540389972144847,0.518105849582173,0.785639412997903,0.940084388185654,0.936134453781513,0.940336134453782,0.571428571428571,0.654761904761905,0.547276240339068,0.581113801452784,0.628272251308901,0.510564697083022,0.793746848209783,0.824947589098533,0.785639412997904
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.63636364 0.5979021  0.64685315 0.5915493 ],0.591666666666667,0.641666666666667,0.614779874213837,0.601013758146271,0.581232492997199,0.614145658263305,0.542056074766355,0.517857142857143,0.587053571428571,0.658730158730159,0.6484375,0.641183035714286,0.60205739036275,0.582809224318658,0.614779874213836
svm_model_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.61458333 0.625      0.57894737 0.56315789 0.53684211],0.591194968553459,0.553459119496855,0.594968553459119,0.592997811816193,0.568134171907757,0.610062893081761,0.551724137931035,0.506329113924051,0.590664556962025,0.466165413533835,0.421768707482993,0.54421768707483,0.561904761904762,0.528132992327366,0.59389322883695
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7        0.74369748 0.70168067 0.69747899 0.73529412],0.572625698324022,0.564245810055866,0.787211740041929,0.91855583543241,0.917785234899329,0.918624161073825,0.561604584527221,0.620253164556962,0.577626582278481,0.617647058823529,0.63,0.555506329113924,0.791581108829569,0.808176100628931,0.787211740041929
ensemble_model_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200,4, lab, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.58333333 0.64893617 0.64893617 0.60638298 0.63829787],0.490445859872611,0.54140127388535,0.786259541984733,0.965065502183406,0.936440677966102,0.966101694915254,0.512195121951219,0.545454545454545,0.491477272727273,0.590909090909091,0.693333333333333,0.547886178861789,0.789473684210526,0.811855670103093,0.786581101383205
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.64236111 0.64236111 0.67132867 0.65734266 0.63636364],0.582278481012658,0.523206751054852,0.669811320754717,0.700143472022955,0.680613668061367,0.708507670850767,0.620689655172414,0.680672268907563,0.581861558182595,0.563706563706564,0.61864406779661,0.523607748184019,0.670846394984326,0.672955974842767,0.669811320754717
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.59722222 0.63286713 0.62587413 0.67832168 0.65734266],0.634453781512605,0.630252100840336,0.638888888888889,0.610606060606061,0.562849162011173,0.641061452513967,0.575609756097561,0.51304347826087,0.630505478967833,0.614035087719298,0.569105691056911,0.632378932484977,0.606959498003423,0.557651991614256,0.638888888888889
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.74166667 0.7375     0.7625     0.7125     0.76890756],0.540845070422535,0.588732394366197,0.835953878406709,0.996661101836394,0.996661101836394,0.996661101836394,0.574412532637076,0.63953488372093,0.54381115770746,0.638613861386139,0.704918032786885,0.585017155928326,0.842317380352645,0.876310272536688,0.835953878406708
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.52083333 0.52083333 0.54166667 0.5       ],0.5,0.4625,0.78875,0.993736951983299,0.991666666666667,0.99375,0.493670886075949,0.493670886075949,0.499921862791061,0.4625,0.440476190476191,0.463659147869674,0.787954830614806,0.779156327543424,0.788822496265415
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120,10, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7875     0.8125     0.83333333 0.83193277 0.7605042 ],0.578651685393258,0.629213483146067,0.835953878406709,0.973971452560873,0.96989966555184,0.974080267558528,0.585635359116022,0.61271676300578,0.579582425218737,0.666666666666667,0.721311475409836,0.626551691462143,0.839404822986147,0.857442348008386,0.835953878406709
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.51041667 0.52083333 0.5625     0.45744681],0.528301886792453,0.477987421383648,0.801507537688442,1,1,1,0.460431654676259,0.457142857142857,0.520706260032103,0.41958041958042,0.394736842105263,0.474476854787571,0.792105263157895,0.781818181818182,0.800884760008847
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58333333 0.5625     0.63020833 0.5625     0.55789474],0.545454545454545,0.567398119122257,0.799498746867168,0.961337513061651,0.960334029227557,0.961377870563674,0.564564564564565,0.573170731707317,0.544649881982691,0.554838709677419,0.581081081081081,0.568318318318318,0.8,0.809102402022756,0.799582256911999
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdn,26,137,163,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.5        0.48958333 0.51041667 0.42553191],0.50314465408805,0.547169811320755,0.810301507537688,1,1,1,0.568306010928962,0.626506024096386,0.497463538363982,0.566265060240964,0.671428571428571,0.560433386837881,0.817412333736397,0.862244897959184,0.811072944029097
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svdne,4,196,200,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.58854167 0.57291667 0.60526316 0.54736842 0.57894737],0.581761006289308,0.512578616352201,0.568553459119497,0.527315914489311,0.465408805031447,0.582809224318658,0.572347266881029,0.57051282051282,0.581552706552707,0.523076923076923,0.53125,0.512460443037975,0.535859269282815,0.49936948297604,0.568379848137957
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52083333 0.55555556 0.50694444 0.61805556 0.57746479],0.635983263598326,0.573221757322176,0.57943143812709,0.630588235294118,0.746518105849582,0.562674094707521,0.692579505300353,0.796747967479675,0.631132604429493,0.643356643356643,0.807017543859649,0.583508771929824,0.645525017618041,0.768456375838926,0.580061521252796
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.72916667 0.74647887 0.68309859 0.6971831 ],0.642857142857143,0.596638655462185,0.810084033613445,0.935622317596567,0.915966386554622,0.936974789915966,0.597156398104265,0.577981651376147,0.637828034990399,0.578947368421053,0.55,0.597033898305085,0.801405975395431,0.778156996587031,0.809608299618019
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.4965035  0.46153846 0.46503497 0.51760563],0.495833333333333,0.541666666666667,0.874213836477987,0.993693062368605,0.992997198879552,0.993697478991597,0.489451476793249,0.483333333333333,0.495833333333333,0.549180327868853,0.558333333333333,0.541666666666667,0.874213836477987,0.874213836477987,0.874213836477987
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.47395833 0.44791667 0.4375     0.47395833 0.47894737],0.504702194357367,0.520376175548589,0.803884711779448,0.997907949790795,0.995824634655532,0.997912317327766,0.5,0.506410256410256,0.504738870536417,0.520376175548589,0.488235294117647,0.522641136991709,0.803268384663734,0.793788819875776,0.803974055955587
ensemble_model_v2_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.67708333 0.79166667 0.69791667 0.64583333 0.60638298],0.628930817610063,0.635220125786163,0.831658291457286,0.96421052631579,0.9581589958159,0.964435146443515,0.633540372670807,0.62962962962963,0.628917378917379,0.670454545454546,0.728395061728395,0.633428300094967,0.834975369458128,0.845386533665835,0.831554026326589
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.50416667 0.5125     0.5375     0.54201681 0.54201681],0.49438202247191,0.508426966292135,0.675052410901468,0.773697694278394,0.75752508361204,0.778428093645485,0.49438202247191,0.5,0.494444444444444,0.489795918367347,0.466666666666667,0.508901515151515,0.668449197860963,0.655136268343816,0.675052410901468
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154,12, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.45138889 0.49305556 0.46875    0.47552448 0.53846154],0.504237288135593,0.491525423728814,0.875786163522013,1,1,1,0.484581497797357,0.443548387096774,0.507488479262673,0.433962264150943,0.410714285714286,0.487615207373272,0.8736,0.858490566037736,0.875786163522013
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.66666667 0.67708333 0.72916667 0.6875    ],0.5625,0.5375,0.6575,0.716157205240175,0.683333333333333,0.729166666666667,0.642857142857143,0.715909090909091,0.545454545454545,0.597826086956522,0.632183908045977,0.528420721146276,0.673031026252983,0.679518072289157,0.656642153027695
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120,10, low_bits_5, svdne,1200,400,400,0.6,0.2,0.2, [0.85833333 0.82083333 0.84583333 0.84166667 0.86666667],0.502824858757062,0.531073446327684,0.792976939203354,0.955046649703138,0.938333333333333,0.955833333333333,0.553299492385787,0.626436781609195,0.504885057471264,0.600961538461538,0.694444444444444,0.528256704980843,0.801407742584213,0.835429769392034,0.792976939203354
ensemble_model_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.7        0.70416667 0.73109244 0.76470588 0.71428571],0.607843137254902,0.551820728291317,0.773584905660377,0.886402753872634,0.862646566164154,0.889447236180904,0.542483660130719,0.456043956043956,0.610879120879121,0.45945945945946,0.388571428571429,0.548681318681319,0.755102040816327,0.69811320754717,0.773584905660377
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116,12, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.53819444 0.49652778 0.51748252 0.56293706 0.53846154],0.531645569620253,0.556962025316456,0.886792452830189,1,1,1,0.483720930232558,0.419354838709678,0.537111047673423,0.520547945205479,0.504424778761062,0.554631744219241,0.884368308351178,0.865828092243187,0.886792452830189
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.74305556 0.81597222 0.77972028 0.79020979 0.81468531],0.767932489451477,0.767932489451477,0.916666666666667,0.965614035087719,0.959553695955369,0.965829846582985,0.734299516908213,0.64957264957265,0.766452991452991,0.744186046511628,0.666666666666667,0.769230769230769,0.913914455874391,0.884696016771489,0.916666666666667
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.48958333 0.48958333 0.53125    0.45744681],0.477987421383648,0.522012578616352,0.800251256281407,1,1,1,0.496969696969697,0.5,0.477272727272727,0.518987341772152,0.518987341772152,0.521993670886076,0.801498127340824,0.8025,0.800239898989899
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.640625   0.65625    0.68947368 0.65263158 0.67368421],0.584905660377358,0.581761006289308,0.774842767295598,0.902208201892744,0.89937106918239,0.90251572327044,0.602409638554217,0.641025641025641,0.585944919278253,0.605341246290801,0.614457831325301,0.580255231452124,0.779012345679012,0.78973717146433,0.774767447931912
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdn,26,137,163, zones, low_bits_4_shifted_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.56382979 0.44680851 0.58510638 0.56382979 0.55319149],0.480769230769231,0.480769230769231,0.783887468030691,0.985263157894737,0.995744680851064,0.985106382978723,0.463576158940397,0.448717948717949,0.480769230769231,0.514970059880239,0.505882352941176,0.478293289146645,0.786885245901639,0.78391959798995,0.783886882328308
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdne,40,80,120,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.76470588 0.83193277 0.78991597 0.79411765 0.75847458],0.597222222222222,0.638888888888889,0.834381551362683,0.965224766751484,0.957912457912458,0.965488215488216,0.638403990024938,0.691891891891892,0.594517374517374,0.650537634408602,0.691428571428571,0.64030888030888,0.838114754098361,0.857442348008386,0.834381551362683
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.65       0.65833333 0.70168067 0.67647059 0.74789916],0.610644257703081,0.551820728291317,0.74685534591195,0.844067796610169,0.834170854271357,0.845896147403685,0.62533692722372,0.662857142857143,0.611648351648352,0.574468085106383,0.593406593406593,0.550989010989011,0.749351323300467,0.756813417190776,0.74685534591195
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.55263158 0.58421053 0.56842105 0.55789474],0.534810126582278,0.569620253164557,0.810366624525916,0.981818181818182,0.966315789473684,0.982105263157895,0.588235294117647,0.640243902439024,0.530648267008986,0.6,0.684563758389262,0.575814813326367,0.816176470588235,0.845177664974619,0.810498152386554
svm_model_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.63020833 0.58854167 0.63541667 0.59895833 0.640625  ],0.634375,0.621875,0.621875,0.614900314795383,0.610416666666667,0.617708333333333,0.608695652173913,0.610738255033557,0.632854507633738,0.618296529968454,0.604938271604938,0.622089388967026,0.61440407903123,0.609355246523388,0.621735719677022
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.65625    0.61188811 0.64335664 0.73776224 0.68881119],0.478991596638655,0.487394957983193,0.832809224318658,0.94862772695285,0.941340782122905,0.949022346368715,0.526717557251908,0.579831932773109,0.478991596638656,0.5234375,0.563025210084034,0.487394957983193,0.835482207323362,0.849056603773585,0.832809224318658
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.7        0.69583333 0.69327731 0.69747899 0.72268908],0.478991596638655,0.563025210084034,0.662473794549266,0.751235584843493,0.763819095477387,0.747068676716918,0.50531914893617,0.545977011494253,0.48063877897117,0.569060773480663,0.562841530054645,0.563029960429621,0.670081967213115,0.685534591194968,0.662473794549266
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,1434,478,478,0.6,0.2,0.2, [0.64930556 0.63194444 0.65734266 0.65734266 0.67132867],0.514767932489452,0.514767932489452,0.834905660377359,0.94018296973962,0.931659693165969,0.940725244072524,0.534412955465587,0.507692307692308,0.515528396836808,0.51063829787234,0.560747663551402,0.518835370237239,0.834471886495008,0.832285115303983,0.834905660377359
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200,6, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.55555556 0.52816901 0.56338028 0.57746479 0.57042254],0.582278481012658,0.565400843881857,0.802698145025295,0.954802259887006,0.949438202247191,0.955056179775281,0.614785992217899,0.68695652173913,0.58528153955809,0.592885375494071,0.595238095238095,0.563384813384813,0.807881773399015,0.824120603015075,0.802552661439626
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116,12, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.48611111 0.53125    0.52797203 0.5034965 ],0.533898305084746,0.546610169491525,0.534067085953878,0.56420233463035,0.605849582172702,0.532033426183844,0.583333333333333,0.616,0.528720720720721,0.583657587548638,0.675675675675676,0.553837837837838,0.569074163839069,0.615303983228512,0.534067085953878
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.72916667 0.79166667 0.79787234 0.68085106 0.71276596],0.569620253164557,0.69620253164557,0.831645569620253,0.963123644251627,0.936708860759494,0.964135021097046,0.546666666666667,0.585714285714286,0.571266233766234,0.692307692307692,0.683544303797468,0.69620253164557,0.826597131681877,0.821243523316062,0.831413840865952
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.62847222 0.66666667 0.60839161 0.66083916 0.66083916],0.594936708860759,0.607594936708861,0.863731656184486,0.950245269796776,0.94560669456067,0.950488145048815,0.559633027522936,0.516949152542373,0.594609030052699,0.586666666666667,0.554621848739496,0.607819398946019,0.86096256684492,0.843815513626834,0.863731656184486
svm_model_N8_B192_E200_nb_zones_6_lab_svd,8,192,200,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.61111111 0.60416667 0.625      0.66666667 0.63888889],0.633333333333333,0.620833333333333,0.645833333333333,0.630630630630631,0.583333333333333,0.658333333333333,0.596330275229358,0.570175438596491,0.630325814536341,0.568720379146919,0.504201680672269,0.619869435377457,0.611872146118721,0.564924114671163,0.644900278093407
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.5034965  0.54545455 0.50699301 0.53873239],0.5625,0.525,0.885220125786164,1,1,1,0.556962025316456,0.545454545454545,0.562643239113827,0.525,0.529411764705882,0.525036460865338,0.88503937007874,0.883647798742138,0.885220125786164
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svdne,4,196,200,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.56770833 0.546875   0.50520833 0.57894737 0.51578947],0.562893081761006,0.518867924528302,0.797110552763819,0.96655879180151,0.937238493723849,0.967573221757322,0.528813559322034,0.475609756097561,0.565726955970858,0.48135593220339,0.422619047619048,0.524642857142857,0.787079762689519,0.737037037037037,0.798186037700104
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdne,26,137,163,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.69791667 0.66666667 0.67708333 0.73404255 0.75531915],0.525316455696203,0.588607594936709,0.695707070707071,0.784648187633262,0.773109243697479,0.78781512605042,0.581005586592179,0.68421052631579,0.531129653401797,0.6524064171123,0.693181818181818,0.575162337662338,0.711377245508982,0.738805970149254,0.695044010715653
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.47916667 0.5        0.5625     0.47916667 0.48958333],0.5,0.5375,0.8025,0.991701244813278,0.995833333333333,0.991666666666667,0.5,0.487804878048781,0.500312695434647,0.569767441860465,0.563218390804598,0.535033852936545,0.805896805896806,0.801955990220049,0.802512521964244
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svd,8,192,200,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.66666667 0.58333333 0.66666667 0.67708333],0.51875,0.55,0.67,0.741573033707865,0.6875,0.760416666666667,0.446043165467626,0.397435897435897,0.515791119449656,0.470588235294118,0.4,0.55,0.633333333333333,0.57286432160804,0.669516737918448
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdn,32,84,116,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.51748252 0.52797203 0.51048951 0.45774648],0.541666666666667,0.520833333333333,0.882075471698113,1,1,1,0.601449275362319,0.643410852713178,0.533417138068301,0.555984555984556,0.648648648648649,0.529750680913471,0.885379521141111,0.910901467505241,0.882075471698113
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.77083333 0.78125    0.72916667 0.74468085],0.484276729559748,0.553459119496855,0.693467336683417,0.810810810810811,0.815899581589958,0.809623430962343,0.506024096385542,0.545454545454545,0.486141906873614,0.529801324503311,0.512820512820513,0.552706552706553,0.694235588972431,0.703045685279188,0.693562643634619
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.57368421 0.47894737 0.5        0.60526316],0.512658227848101,0.515822784810127,0.783185840707965,0.96218487394958,0.96421052631579,0.962105263157895,0.552325581395349,0.575757575757576,0.509733092514549,0.534954407294833,0.633093525179856,0.528411169369589,0.788923076923077,0.822849807445443,0.783778577446258
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.4875     0.52941176 0.50420168 0.58403361],0.535014005602241,0.453781512605042,0.804507337526205,0.990016638935108,0.996649916247906,0.989949748743718,0.536312849162011,0.521739130434783,0.535436039205831,0.456824512534819,0.473988439306358,0.454385524001005,0.805627931214174,0.810272536687631,0.804507337526206
svm_model_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.66666667 0.60416667 0.65957447 0.65957447 0.65957447],0.411392405063291,0.594936708860759,0.751898734177215,0.916129032258064,0.89873417721519,0.917721518987342,0.480446927374302,0.558441558441558,0.415023248356582,0.644444444444444,0.682352941176471,0.587751813053989,0.762135922330097,0.786967418546366,0.751539975257838
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svd,40,80,120, zones, lab, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.86458333 0.83333333 0.85069444 0.81944444 0.81118881],0.680851063829787,0.659574468085106,0.886792452830189,0.957668285912561,0.959666203059805,0.957579972183588,0.630541871921182,0.598130841121495,0.674065420560748,0.646017699115044,0.5703125,0.668333820093458,0.884491978609626,0.866876310272536,0.886792452830189
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.66666667 0.72916667 0.74468085 0.72340426 0.68085106],0.531645569620253,0.544303797468354,0.791139240506329,0.959830866807611,0.957805907172996,0.959915611814346,0.525641025641026,0.450549450549451,0.546170247662785,0.513513513513514,0.506666666666667,0.542489959839357,0.787644787644788,0.759305210918114,0.791797308301434
svm_model_N26_B137_E163_nb_zones_8_lab_svd,26,137,163,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.68229167 0.69270833 0.71354167 0.78421053 0.71052632],0.622641509433962,0.60377358490566,0.746859296482412,0.830636461704423,0.805439330543933,0.835774058577406,0.659090909090909,0.738853503184713,0.624085136685524,0.627218934911243,0.654320987654321,0.602801519468186,0.750773036487322,0.761606022584693,0.746840747141403
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.625      0.625      0.61052632 0.68421053 0.55263158],0.619496855345912,0.644654088050314,0.639622641509434,0.61345496009122,0.563941299790356,0.644654088050314,0.550185873605948,0.45398773006135,0.623768058579062,0.531120331950207,0.447552447552448,0.626633366633367,0.586878154289834,0.519795657726692,0.637840827624189
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.46503497 0.47202797 0.51398601 0.46830986],0.475,0.533333333333333,0.872641509433962,0.996496145760336,0.995798319327731,0.996498599439776,0.483606557377049,0.446969696969697,0.478114478114478,0.513043478260869,0.546296296296296,0.534511784511784,0.872172540768017,0.868972746331237,0.872641509433962
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.60416667 0.54166667 0.58947368 0.51052632 0.60526316],0.544025157232704,0.553459119496855,0.80125786163522,0.969116080937167,0.953878406708595,0.969601677148847,0.491228070175439,0.419161676646707,0.55064044097236,0.5,0.476510067114094,0.548905921131012,0.790450928381963,0.751576292559899,0.801133190194629
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.5625     0.56944444 0.52083333 0.58333333 0.54166667],0.541666666666667,0.554166666666667,0.786666666666667,0.945454545454546,0.938888888888889,0.945833333333333,0.549180327868853,0.5234375,0.54296875,0.52863436123348,0.495867768595041,0.554656573373151,0.784148397976391,0.763546798029557,0.787018745884491
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.70833333 0.75       0.84375    0.81914894],0.534591194968553,0.622641509433962,0.751256281407035,0.859649122807017,0.820083682008368,0.866108786610879,0.55952380952381,0.61038961038961,0.536902122267976,0.673913043478261,0.681318681318681,0.612718164188753,0.754950495049505,0.749385749385749,0.751299558497502
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdne,26,137,163,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.78125    0.78125    0.75531915 0.74468085],0.449367088607595,0.613924050632911,0.797979797979798,0.974468085106383,0.96218487394958,0.974789915966387,0.558375634517766,0.6875,0.446314102564103,0.680628272251309,0.822784810126582,0.613924050632911,0.813519813519813,0.879093198992443,0.797774447597488
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svd,8,192,200,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.54166667 0.52083333 0.4375     0.54166667 0.5625    ],0.475,0.5,0.775,0.96551724137931,0.933333333333333,0.966666666666667,0.391304347826087,0.364864864864865,0.467316153362665,0.45945945945946,0.4,0.506666666666667,0.76,0.714285714285714,0.774848592803705
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.64335664 0.60839161 0.61188811 0.69014085],0.608333333333333,0.616666666666667,0.870545073375262,0.957372466806429,0.959383753501401,0.957282913165266,0.638461538461538,0.680327868852459,0.607113086968602,0.659259259259259,0.754237288135593,0.618921922756321,0.87404385517593,0.89832285115304,0.870545073375262
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163,4, low_bits_4, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.78125    0.75531915 0.73404255 0.63829787 0.80851064],0.420382165605096,0.452229299363057,0.767175572519084,0.987234042553192,0.983050847457627,0.98728813559322,0.461538461538462,0.513157894736842,0.423245614035088,0.494117647058824,0.518518518518518,0.45004873294347,0.773794808405439,0.796437659033079,0.767175572519084
ensemble_model_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200,8, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.66145833 0.59473684 0.63157895 0.63157895 0.57894737],0.605678233438486,0.668769716088328,0.813997477931904,0.930777422790202,0.918067226890756,0.93172268907563,0.647887323943662,0.68452380952381,0.600651166506871,0.678899082568807,0.735099337748344,0.671766536344052,0.818013571869217,0.833962264150943,0.813946998067886
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.64583333 0.65625    0.66666667 0.76041667],0.5625,0.58125,0.7625,0.889352818371608,0.8875,0.889583333333333,0.567901234567901,0.547619047619048,0.56328320802005,0.608187134502924,0.604651162790698,0.579352608422376,0.766009852216749,0.758536585365854,0.76260162601626
ensemble_model_N8_B192_E200_nb_zones_6_lab_svd,8,192,200,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.65972222 0.63194444 0.61971831 0.6056338  0.63380282],0.651260504201681,0.617647058823529,0.810924369747899,0.927864214992928,0.918767507002801,0.928571428571428,0.666666666666667,0.67479674796748,0.650441852244609,0.631578947368421,0.629032258064516,0.617147707979626,0.812967581047382,0.809602649006622,0.810944669213209
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.60839161 0.68531469 0.66783217 0.64685315 0.62676056],0.620833333333333,0.570833333333333,0.860062893081761,0.948915325402379,0.949579831932773,0.948879551820728,0.625514403292181,0.660869565217391,0.622434782608696,0.625454545454545,0.688,0.565739130434783,0.86286594761171,0.880503144654088,0.860062893081761
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.53496503 0.63636364 0.56293706 0.61267606],0.554166666666667,0.5625,0.838574423480084,0.933701657458564,0.946778711484594,0.932773109243697,0.63728813559322,0.789915966386555,0.556115007986666,0.620938628158845,0.710743801652893,0.561254253767623,0.847524752475247,0.89727463312369,0.838574423480084
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.59375    0.64210526 0.53157895 0.55789474 0.52631579],0.555205047318612,0.558359621451104,0.790668348045397,0.946372239747634,0.945378151260504,0.946428571428571,0.525252525252525,0.523489932885906,0.55341163310962,0.565217391304348,0.517045454545455,0.563487266279819,0.788535031847134,0.772784019975031,0.79085060871363
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdn,16,142,158,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.525      0.51260504 0.52941176 0.51680672],0.53781512605042,0.470588235294118,0.528825995807128,0.484389782403027,0.428810720268007,0.543551088777219,0.513274336283186,0.508771929824561,0.53664402942841,0.461538461538462,0.435483870967742,0.472127900396152,0.485403548941042,0.444444444444444,0.528825995807128
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.49583333 0.44583333 0.52916667 0.56302521 0.50420168],0.480337078651685,0.528089887640449,0.514675052410902,0.588066139468009,0.683946488294314,0.520903010033445,0.540942928039702,0.582887700534759,0.474875802930102,0.584158415841584,0.698224852071006,0.536278201436572,0.578707916287534,0.666666666666667,0.514675052410901
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.80208333 0.82291667 0.83333333 0.79166667],0.58125,0.50625,0.79875,0.968553459119497,0.9625,0.96875,0.617142857142857,0.794117647058823,0.609015345268542,0.582010582010582,0.6875,0.50625,0.808561236623068,0.876288659793814,0.80100840756681
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,474,158,158,0.6,0.2,0.2, [0.67708333 0.60416667 0.64893617 0.60638298 0.62765957],0.512658227848101,0.563291139240506,0.782278481012658,0.944206008583691,0.928270042194093,0.945147679324894,0.509554140127389,0.555555555555556,0.516149870801034,0.549019607843137,0.591549295774648,0.56588959041606,0.778350515463918,0.794736842105263,0.782734274711168
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,474,158,158,0.6,0.2,0.2, [0.625      0.73958333 0.69148936 0.71276596 0.70212766],0.575949367088608,0.563291139240506,0.80506329113924,0.962025316455696,0.962025316455696,0.962025316455696,0.625698324022346,0.674698795180723,0.570682730923695,0.605714285714286,0.697368421052632,0.568196405648267,0.814009661835749,0.851010101010101,0.804946674870533
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.72916667 0.6875     0.77659574 0.78723404 0.73404255],0.512658227848101,0.607594936708861,0.736708860759494,0.848351648351648,0.814345991561181,0.854430379746835,0.574585635359116,0.634146341463415,0.507862644415918,0.602564102564102,0.712121212121212,0.622364953886693,0.737373737373737,0.758441558441558,0.737245470578804
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.6625     0.75       0.71848739 0.72689076 0.70168067],0.599439775910364,0.557422969187675,0.79559748427673,0.924894514767932,0.917922948073702,0.925460636515913,0.653753026634383,0.741758241758242,0.596593406593407,0.618357487922705,0.731428571428571,0.560769230769231,0.806163021868787,0.850104821802935,0.795597484276729
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.69444444 0.65972222 0.69014085 0.71126761 0.71126761],0.487394957983193,0.571428571428571,0.711764705882353,0.829268292682927,0.80952380952381,0.833333333333333,0.557971014492753,0.631147540983607,0.483677218767665,0.610687022900763,0.666666666666667,0.570621468926554,0.722267206477733,0.74457429048414,0.711542644396047
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.75       0.76041667 0.8125     0.83333333 0.80208333],0.59375,0.55,0.795,0.943632567849687,0.941666666666667,0.94375,0.632768361581921,0.746666666666667,0.602745098039216,0.586206896551724,0.653846153846154,0.552532833020638,0.802409638554217,0.847328244274809,0.795899994373277
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.58333333 0.54166667 0.55319149 0.59574468],0.518987341772152,0.582278481012658,0.796717171717172,0.960985626283368,0.983193277310924,0.960084033613445,0.530864197530864,0.5375,0.51875,0.620689655172414,0.593406593406593,0.580285386255536,0.804374240583232,0.809290953545232,0.796290385388804
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.80672269 0.82773109 0.81512605 0.85714286 0.85169492],0.563888888888889,0.622222222222222,0.818134171907757,0.953924914675768,0.941077441077441,0.954545454545455,0.528528528528528,0.505747126436782,0.562013348164627,0.634408602150538,0.634408602150538,0.621802002224694,0.8151305274374,0.80188679245283,0.818134171907757
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.66433566 0.61538462 0.63636364 0.58802817],0.645833333333333,0.608333333333333,0.627358490566038,0.590769230769231,0.53781512605042,0.627450980392157,0.62882096069869,0.6,0.645833333333333,0.587719298245614,0.558333333333333,0.608333333333333,0.595332953898691,0.548218029350105,0.627358490566038
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66083916 0.65384615 0.61538462 0.62237762 0.6584507 ],0.625,0.65,0.85167714884696,0.924252953439889,0.931372549019608,0.923669467787115,0.651162790697674,0.694214876033058,0.624418362386277,0.686567164179105,0.773109243697479,0.651017431766095,0.855979643765903,0.881551362683438,0.85167714884696
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.64583333 0.62916667 0.69327731 0.68067227 0.68067227],0.509803921568627,0.512605042016807,0.639937106918239,0.713073005093379,0.703517587939698,0.716917922948074,0.55012853470437,0.601123595505618,0.51005900445672,0.544502617801047,0.581005586592179,0.51241290565564,0.647511544381734,0.661425576519916,0.639937106918239
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69166667 0.73109244 0.71008403 0.7394958  0.75210084],0.508379888268156,0.452513966480447,0.80503144654088,1,1,1,0.555555555555556,0.628571428571429,0.511007025761124,0.494845360824742,0.524590163934426,0.450866510538642,0.811740890688259,0.840670859538784,0.80503144654088
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67083333 0.64166667 0.69166667 0.6375     0.65546218],0.642253521126761,0.515492957746479,0.806603773584905,0.94077834179357,0.928213689482471,0.941569282136895,0.634005763688761,0.607734806629834,0.642947863085032,0.4625,0.425287356321839,0.51374865053661,0.800432666306111,0.775681341719077,0.806603773584905
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.79166667 0.82291667 0.8125     0.79787234],0.484276729559748,0.628930817610063,0.819095477386935,0.993684210526316,0.98744769874477,0.993723849372385,0.493827160493827,0.476190476190476,0.484761904761905,0.61437908496732,0.635135135135135,0.62933227344992,0.817721518987342,0.81360201511335,0.819081709311061
ensemble_model_v2_N8_B192_E200_nb_zones_6_lab_svd,8,192,200, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.60416667 0.54225352 0.58450704 0.56338028 0.61267606],0.594936708860759,0.658227848101266,0.811129848229342,0.933333333333333,0.924157303370786,0.933988764044944,0.659574468085106,0.738095238095238,0.585263835263835,0.672064777327935,0.728070175438597,0.660783055198973,0.818476499189627,0.847315436241611,0.810945853714026
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.46666667 0.50833333 0.46638655 0.48739496 0.50420168],0.476190476190476,0.549019607843137,0.817610062893082,1,1,1,0.461095100864553,0.46242774566474,0.475779090223674,0.57742782152231,0.597826086956522,0.547467956773058,0.818938605619147,0.824947589098533,0.817610062893082
svm_model_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.640625   0.58421053 0.62631579 0.59473684 0.58421053],0.596214511041009,0.536277602523659,0.592055485498108,0.604255319148936,0.596638655462185,0.609243697478992,0.661375661375661,0.806451612903226,0.600756670649144,0.622107969151671,0.737804878048781,0.529033157978639,0.620972466315173,0.666666666666667,0.591866835229667
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.65625    0.58333333 0.70212766 0.71276596 0.67021277],0.525316455696203,0.5,0.770886075949367,0.943396226415094,0.949367088607595,0.943037974683544,0.61139896373057,0.719512195121951,0.517650834403081,0.558659217877095,0.649350649350649,0.503687670354337,0.78680800942285,0.843434343434343,0.770701943290776
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.66315789 0.71052632 0.67894737 0.63684211 0.69680851],0.588607594936709,0.620253164556962,0.774683544303797,0.891393442622951,0.917721518987342,0.888185654008439,0.56953642384106,0.581081081081081,0.588159588159588,0.627329192546584,0.608433734939759,0.620883534136546,0.7775,0.789340101522843,0.774720555811926
ensemble_model_v2_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200, zones, lab, svdne,954,318,318,0.6,0.2,0.2, [0.625      0.59375    0.61052632 0.57368421 0.63684211],0.610062893081761,0.606918238993711,0.783018867924528,0.89873417721519,0.893081761006289,0.89937106918239,0.6,0.567073170731707,0.611458663287932,0.610591900311526,0.616352201257862,0.606918238993711,0.781507283090564,0.77125,0.78309335443038
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.52083333 0.46875    0.4787234  0.46808511],0.430379746835443,0.493670886075949,0.732323232323232,0.911016949152542,0.903361344537815,0.911764705882353,0.476744186046512,0.482352941176471,0.42610797743755,0.480519480519481,0.480519480519481,0.493346160012827,0.734335839598997,0.7325,0.732321428571429
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.61458333 0.58333333 0.56315789 0.58421053 0.55263158],0.553459119496855,0.550314465408805,0.569182389937107,0.46236559139785,0.360587002096436,0.580712788259958,0.535947712418301,0.509316770186335,0.554021442418008,0.534201954397394,0.522292993630573,0.549966372591684,0.49521002210759,0.422641509433962,0.569182389937107
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svdne,8,192,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.55208333 0.60416667 0.55208333 0.58333333 0.59375   ],0.58125,0.54375,0.5725,0.523584905660377,0.4625,0.579166666666667,0.455284552845528,0.4,0.561111111111111,0.496551724137931,0.395604395604396,0.567367415193502,0.505780346820809,0.43640897755611,0.572841080256752
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154,12, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63194444 0.65972222 0.625      0.62847222 0.61538462],0.617021276595745,0.565957446808511,0.852201257861635,0.938941655359566,0.962447844228095,0.937413073713491,0.601769911504425,0.566666666666667,0.618115942028985,0.556521739130435,0.556521739130435,0.565760869565217,0.853886010362694,0.863731656184486,0.852201257861635
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.84453782 0.8487395  0.8487395  0.86134454 0.83613445],0.540389972144847,0.579387186629526,0.820230607966457,0.976903336184773,0.959663865546218,0.977310924369748,0.542936288088643,0.569767441860465,0.541568212908842,0.617721518987342,0.6524064171123,0.57620320855615,0.821818181818182,0.829140461215933,0.820230607966457
ensemble_model_N26_B137_E163_nb_zones_8_lab_svd,26,137,163,8, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.703125   0.74210526 0.63157895 0.71052632 0.74210526],0.652996845425868,0.67192429022082,0.829129886506935,0.939809926082365,0.934873949579832,0.940126050420168,0.6875,0.728915662650602,0.649226043245831,0.692307692307692,0.735849056603773,0.671721996656317,0.834453268173488,0.852684144818976,0.828889843110125
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svd,26,137,163,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.75352113 0.73239437 0.74647887 0.68309859 0.73239437],0.550847457627119,0.597457627118644,0.771573604060914,0.901004304160689,0.884507042253521,0.902816901408451,0.554621848739496,0.584070796460177,0.552197999856105,0.618473895582329,0.592307692307692,0.598040638606676,0.771959459459459,0.764214046822743,0.771661817931919
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.51398601 0.46853147 0.45454545 0.49295775],0.475,0.525,0.872117400419287,0.997194950911641,0.995798319327731,0.997198879551821,0.496,0.512396694214876,0.474685742065421,0.525,0.529411764705882,0.525036460865338,0.872651356993737,0.876310272536688,0.872117400419287
svm_model_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.61458333 0.63541667 0.70212766 0.60638298 0.53191489],0.620253164556962,0.645569620253165,0.626582278481013,0.566585956416465,0.493670886075949,0.622362869198312,0.659090909090909,0.716049382716049,0.617764951098284,0.666666666666667,0.767123287671233,0.654149879129734,0.610303830911493,0.59079283887468,0.626223487106513
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,1188,396,396,0.6,0.2,0.2, [0.82773109 0.80252101 0.84033613 0.80252101 0.76694915],0.519444444444444,0.508333333333333,0.802410901467505,0.977021276595745,0.966329966329966,0.977272727272727,0.55297157622739,0.578378378378378,0.517760617760618,0.556390977443609,0.634285714285714,0.511737451737452,0.807751147373789,0.830188679245283,0.802410901467505
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.69444444 0.70138889 0.69444444 0.72916667 0.73239437],0.502092050209205,0.577405857740586,0.78428093645485,0.947513812154696,0.955431754874652,0.947075208913649,0.54054054054054,0.619469026548672,0.508147211687035,0.62453531598513,0.730434782608696,0.582959326788219,0.793929712460064,0.846678023850085,0.785407977442284
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.64583333 0.67708333 0.64583333 0.70212766],0.547169811320755,0.515723270440252,0.790201005025126,0.96234309623431,0.96234309623431,0.96234309623431,0.506849315068493,0.536231884057971,0.545893719806763,0.503225806451613,0.534246575342466,0.517123287671233,0.785622593068036,0.803149606299213,0.79073142965563
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svdne,8,192,200,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.57291667 0.54166667 0.59574468 0.57446809],0.481012658227848,0.5,0.79040404040404,0.989473684210526,0.987394957983193,0.989495798319328,0.5,0.569444444444444,0.488210594315245,0.509316770186335,0.5125,0.499839743589744,0.7925,0.812820512820513,0.790738614619212
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.65966387 0.71848739 0.6302521  0.63445378 0.66949153],0.586111111111111,0.580555555555556,0.837526205450734,0.991596638655462,0.993265993265993,0.991582491582492,0.580281690140845,0.562841530054645,0.586505510790034,0.590785907859079,0.615819209039548,0.581133648235621,0.8380355276907,0.840670859538784,0.837526205450734
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.51041667 0.48958333 0.38297872 0.5106383 ],0.449367088607595,0.582278481012658,0.806818181818182,1,1,1,0.452830188679245,0.455696202531646,0.449367088607595,0.597560975609756,0.583333333333333,0.582207207207207,0.808510638297872,0.805486284289277,0.806835213755892
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.79577465 0.8028169  0.81690141 0.78873239 0.83802817],0.555084745762712,0.567796610169492,0.760575296108291,0.892655367231638,0.890140845070423,0.892957746478873,0.623655913978495,0.696,0.546198198198198,0.638297872340426,0.687022900763359,0.553035259905489,0.77698975571316,0.806873977086743,0.75895362602148
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.54513889 0.49300699 0.4965035  0.50699301],0.485232067510549,0.514767932489452,0.60062893081761,0.631578947368421,0.627615062761506,0.633891213389121,0.508064516129032,0.5,0.484234234234234,0.488888888888889,0.495495495495496,0.513620763620764,0.598524762908325,0.59538784067086,0.60062893081761
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200,4, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.65625    0.65625    0.57446809 0.67021277 0.63829787],0.594936708860759,0.537974683544304,0.812658227848101,0.977319587628866,1,0.976793248945148,0.555555555555555,0.519480519480519,0.593073593073593,0.51006711409396,0.422222222222222,0.556699346405229,0.809768637532134,0.77970297029703,0.813426614682194
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.82867133 0.83566434 0.82517483 0.80769231 0.80985915],0.666666666666667,0.595833333333333,0.879979035639413,0.962962962962963,0.946778711484594,0.963585434173669,0.663865546218487,0.658333333333333,0.666666666666667,0.607287449392712,0.625,0.595833333333333,0.878771836950767,0.870020964360587,0.879979035639413
svm_model_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57563025 0.6092437  0.57563025 0.56722689 0.6092437 ],0.596100278551532,0.557103064066852,0.585953878406709,0.59432387312187,0.598319327731092,0.591596638655462,0.634760705289672,0.692307692307692,0.594741416775315,0.582677165354331,0.627118644067797,0.558064816539393,0.600202429149798,0.621593291404612,0.585953878406709
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.44405594 0.46503497 0.58391608 0.47902098 0.47183099],0.520833333333333,0.520833333333333,0.879454926624738,1,1,1,0.514767932489451,0.488,0.522260869565217,0.552529182879377,0.617391304347826,0.524695652173913,0.880332986472424,0.886792452830189,0.879454926624738
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.55208333 0.61979167 0.58854167 0.57894737],0.536050156739812,0.570532915360501,0.795739348370927,0.956887486855941,0.949895615866388,0.957202505219207,0.602150537634409,0.682926829268293,0.531785995279308,0.60968660968661,0.713333333333333,0.578560157790927,0.805256869772999,0.849936948297604,0.796076817859886
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.69444444 0.67013889 0.65034965 0.69230769 0.6993007 ],0.451476793248945,0.527426160337553,0.656184486373166,0.696035242290749,0.661087866108787,0.711297071129707,0.458333333333333,0.46218487394958,0.451431420025637,0.540983606557377,0.559322033898305,0.527560176613018,0.644637053087757,0.623689727463312,0.656184486373166
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,480,160,160,0.6,0.2,0.2, [0.5625     0.60416667 0.59375    0.57291667 0.5625    ],0.59375,0.525,0.80375,0.966804979253112,0.970833333333333,0.966666666666666,0.539007092198582,0.487179487179487,0.5911507191995,0.506493506493506,0.453488372093023,0.530798240100566,0.797940797940798,0.767326732673267,0.804117911791179
svm_model_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200,6, lab, svdne,708,236,236,0.6,0.2,0.2, [0.5915493  0.64788732 0.66901408 0.61971831 0.61428571],0.610169491525424,0.639830508474576,0.633898305084746,0.595879556259905,0.531073446327684,0.639830508474576,0.581818181818182,0.53781512605042,0.610787904905552,0.608294930875576,0.532258064516129,0.64559331797235,0.595505617977528,0.532663316582914,0.635113819526449
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.52083333 0.52083333 0.45744681 0.59574468 0.53191489],0.537974683544304,0.544303797468354,0.586075949367089,0.602620087336245,0.582278481012658,0.616033755274262,0.535031847133758,0.545454545454545,0.538159371492705,0.52,0.481481481481482,0.545935545935546,0.572549019607843,0.554430379746835,0.586075949367088
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.67083333 0.69583333 0.71008403 0.73109244 0.65966387],0.551820728291317,0.57703081232493,0.677148846960168,0.759653270291568,0.807370184254606,0.744556113902848,0.534883720930233,0.557575757575758,0.552225378787879,0.605744125326371,0.604166666666667,0.574810606060606,0.691382765531062,0.723270440251572,0.677148846960168
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svd,4,196,200,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.55462185 0.54201681 0.59243697 0.55462185 0.59322034],0.491666666666667,0.497222222222222,0.663522012578616,0.756140350877193,0.725589225589226,0.765993265993266,0.466472303206997,0.446927374301676,0.49141948825581,0.472303206997085,0.447513812154696,0.497499922837125,0.648411829134721,0.620545073375262,0.663522012578616
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.59375    0.61458333 0.625      0.57291667 0.58333333],0.49375,0.55625,0.78625,0.960334029227557,0.958333333333333,0.960416666666667,0.441379310344828,0.432432432432432,0.489472030169705,0.535947712418301,0.5,0.557692307692308,0.77992277992278,0.765151515151515,0.786041104110411
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svd,26,137,163,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.73611111 0.66666667 0.73611111 0.69444444 0.71527778],0.579166666666667,0.566666666666667,0.786666666666667,0.926829268292683,0.897222222222222,0.929166666666667,0.566523605150215,0.559322033898305,0.578841344818005,0.551724137931034,0.542372881355932,0.566268407891081,0.779690189328744,0.76006711409396,0.786490510689364
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63541667 0.66433566 0.67832168 0.63636364 0.68531469],0.596638655462185,0.600840336134454,0.842243186582809,0.922206506364922,0.910614525139665,0.9231843575419,0.622047244094488,0.626984126984127,0.594742063492063,0.612244897959184,0.669642857142857,0.604662698412698,0.842655514898066,0.844863731656184,0.842243186582809
svm_model_N32_B134_E166_nb_zones_4_lab_svd,32,134,166,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.82291667 0.82291667 0.8125     0.80208333],0.55,0.64375,0.76125,0.861607142857143,0.804166666666667,0.870833333333333,0.538461538461538,0.471910112359551,0.559898718151606,0.601398601398601,0.530864197530864,0.64517893420847,0.744310575635877,0.678048780487805,0.763383364602877
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.75352113 0.84507042 0.80985915 0.74647887 0.79577465],0.521186440677966,0.521186440677966,0.785109983079526,0.960339943342776,0.954929577464789,0.96056338028169,0.538775510204082,0.622641509433962,0.53055152394775,0.567049808429119,0.601626016260163,0.517627167422117,0.79042904290429,0.820205479452055,0.785520799926696
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.51041667 0.52083333 0.41666667 0.48958333],0.55,0.5125,0.81,0.995833333333333,0.995833333333333,0.995833333333333,0.526315789473684,0.533333333333333,0.549019607843137,0.518518518518518,0.488372093023256,0.514456316781898,0.808564231738035,0.800498753117207,0.810023812648829
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.640625   0.61458333 0.62105263 0.66315789 0.58947368],0.5,0.537735849056604,0.756603773584906,0.914826498422713,0.911949685534591,0.915094339622642,0.507739938080495,0.550335570469799,0.502978436122473,0.508361204013378,0.460606060606061,0.5407605466429,0.753973299427845,0.74968394437421,0.756569131135791
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61538462 0.61538462 0.64685315 0.6013986  0.59440559],0.506276150627615,0.581589958158996,0.788259958071279,0.872427983539095,0.88951048951049,0.86993006993007,0.5390625,0.594827586206897,0.508795906924586,0.609375,0.634146341463415,0.580004205214466,0.79492385786802,0.820754716981132,0.788259958071279
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.59895833 0.52604167 0.546875   0.57894737],0.532915360501567,0.557993730407524,0.792606516290727,0.957157784743992,0.95615866388309,0.957202505219207,0.491467576791809,0.436363636363636,0.536363636363636,0.508710801393728,0.477124183006536,0.554827151744232,0.784645413142485,0.756587202007528,0.792561435797256
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.73611111 0.74305556 0.78472222 0.79166667 0.75694444],0.570833333333333,0.579166666666667,0.819166666666667,0.981818181818182,0.975,0.981944444444444,0.592885375494071,0.630252100840336,0.571324397527606,0.635379061371841,0.709677419354839,0.574666295884316,0.82570281124498,0.85240464344942,0.818999641657708
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163,4, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.5625     0.58333333 0.5106383  0.53191489],0.537974683544304,0.531645569620253,0.814393939393939,1,1,1,0.535031847133758,0.617647058823529,0.547712418300654,0.55421686746988,0.534883720930232,0.531330749354005,0.816020025031289,0.831632653061224,0.814566326530612
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdn,16,142,158,10, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.4875     0.575      0.47083333 0.5210084  0.49579832],0.533707865168539,0.491573033707865,0.818134171907757,1,1,1,0.572164948453608,0.620111731843575,0.533219707729697,0.512129380053908,0.536723163841808,0.491825269071742,0.822506393861893,0.842767295597484,0.818134171907757
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.48319328 0.47478992 0.43697479 0.47457627],0.527777777777778,0.477777777777778,0.812368972746331,1,1,1,0.508670520231214,0.475675675675676,0.529266409266409,0.465909090909091,0.468571428571429,0.477528957528958,0.810180275715801,0.80083857442348,0.812368972746331
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.6048951  0.51398601 0.56293706 0.56643357 0.56690141],0.458333333333333,0.525,0.871593291404612,0.999299229152067,0.99859943977591,0.999299719887955,0.467213114754098,0.463414634146341,0.458203043568897,0.512820512820513,0.512820512820513,0.524702939337086,0.871391076115486,0.870020964360587,0.871593291404612
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svd,26,137,163, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.73684211 0.75263158 0.74210526 0.73684211 0.63829787],0.674050632911392,0.617088607594937,0.817088607594937,0.93048128342246,0.917721518987342,0.931434599156118,0.650847457627119,0.619354838709677,0.673031456621919,0.589830508474576,0.540372670807453,0.61857343217792,0.810491803278688,0.782278481012658,0.817088607594937
ensemble_model_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.67361111 0.64583333 0.64788732 0.66901408],0.630252100840336,0.617647058823529,0.777684563758389,0.88121546961326,0.891061452513966,0.879888268156424,0.648,0.686440677966101,0.630720338983051,0.631578947368421,0.68421052631579,0.620331069609508,0.782964782964783,0.810169491525424,0.778008333802579
svm_model_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.66666667 0.65625    0.59375    0.60416667 0.65625   ],0.4875,0.55625,0.66625,0.748898678414097,0.708333333333333,0.7625,0.544444444444444,0.604938271604938,0.486013439599937,0.574850299401198,0.716417910447761,0.578639062750762,0.666666666666667,0.688144329896907,0.666887698929036
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svd,8,192,200,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.52777778 0.64583333 0.64084507 0.66901408 0.6056338 ],0.596638655462185,0.53781512605042,0.59327731092437,0.576219512195122,0.529411764705882,0.610644257703081,0.538461538461538,0.528301886792453,0.589908519153802,0.495412844036697,0.473684210526316,0.535229202037352,0.55268022181146,0.518197573656846,0.591072685686498
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.6302521  0.63445378 0.61344538 0.58474576],0.594444444444444,0.580555555555556,0.844339622641509,1,1,1,0.575581395348837,0.559322033898305,0.593868667222377,0.564841498559078,0.53551912568306,0.581318884875428,0.841937200638638,0.829140461215933,0.844339622641509
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.82291667 0.78125    0.78723404 0.79787234 0.80851064],0.518987341772152,0.5,0.775949367088608,0.953191489361702,0.945147679324894,0.953586497890296,0.530864197530864,0.5375,0.51875,0.526946107784431,0.594594594594595,0.505630630630631,0.778473091364205,0.79539641943734,0.776144325006891
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.7        0.6875     0.64705882 0.65546218 0.68067227],0.574229691876751,0.599439775910364,0.79979035639413,0.926083262531861,0.912897822445561,0.92713567839196,0.563218390804598,0.566473988439306,0.573997863784871,0.57566765578635,0.527173913043478,0.60173724553908,0.79484425349087,0.775681341719077,0.79979035639413
ensemble_model_N32_B134_E166_nb_zones_4_lab_svd,32,134,166,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.83333333 0.77083333 0.67708333 0.67708333],0.6875,0.6375,0.8325,0.94468085106383,0.925,0.945833333333333,0.63768115942029,0.536585365853659,0.691369606003752,0.602739726027397,0.586666666666667,0.634509803921569,0.822281167108753,0.780856423173803,0.832115556500053
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152,12, low_bits_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.59375    0.61458333 0.61458333 0.65277778 0.55944056],0.553191489361702,0.553191489361702,0.831236897274633,0.922544951590595,0.927677329624478,0.9221140472879,0.581673306772909,0.61864406779661,0.552911777488049,0.58498023715415,0.632478632478632,0.553527451832537,0.834871794871795,0.853249475890985,0.831236897274633
svm_model_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.63541667 0.59375    0.55319149 0.57446809],0.481012658227848,0.569620253164557,0.566919191919192,0.577680525164114,0.554621848739496,0.59453781512605,0.4875,0.513157894736842,0.482188703465982,0.590361445783132,0.644736842105263,0.572368421052632,0.561941251596424,0.564102564102564,0.566877152698048
svm_model_N4_B196_E200_nb_zones_10_lab_svd,4,196,200,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.59583333 0.60504202 0.56722689 0.59243697 0.60504202],0.625698324022346,0.578212290502793,0.605870020964361,0.585625554569654,0.553691275167785,0.608221476510067,0.58125,0.5,0.630813953488372,0.514469453376206,0.465116279069767,0.573955988997249,0.572241183162685,0.527253668763103,0.605870020964361
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.5625     0.54166667 0.58421053 0.54210526 0.57894737],0.522012578616352,0.619496855345912,0.783647798742138,0.924387646432375,0.909853249475891,0.925576519916142,0.527950310559006,0.574324324324324,0.525397456279809,0.659154929577465,0.68421052631579,0.61421410669531,0.787128712871287,0.798994974874372,0.783628469804944
svm_model_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.64583333 0.69444444 0.59722222 0.63380282 0.66197183],0.529411764705882,0.600840336134454,0.643456375838926,0.695530726256983,0.695530726256983,0.695530726256983,0.548387096774194,0.596491228070175,0.532116581777023,0.646840148698885,0.69047619047619,0.595238095238095,0.655312246553123,0.675585284280936,0.643348197696024
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.48251748 0.47202797 0.51398601 0.50699301 0.52816901],0.520833333333333,0.55,0.883123689727463,1,1,1,0.474885844748858,0.452173913043478,0.518086956521739,0.53448275862069,0.496,0.552347826086957,0.881319850984566,0.867924528301887,0.883123689727463
svm_model_N16_B142_E158_nb_zones_12_lab_svd,16,142,158,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.67832168 0.68531469 0.67132867 0.7027972  0.73591549],0.629166666666667,0.608333333333333,0.740041928721174,0.773680404916847,0.749299719887955,0.780812324929972,0.630705394190871,0.633333333333333,0.629166666666667,0.601694915254237,0.591666666666667,0.608333333333333,0.733333333333333,0.714884696016772,0.740041928721174
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,720,240,240,0.6,0.2,0.2, [0.76388889 0.70833333 0.73611111 0.71527778 0.76388889],0.570833333333333,0.533333333333333,0.770833333333333,0.916666666666667,0.916666666666667,0.916666666666666,0.605363984674329,0.642276422764228,0.569001459245362,0.575757575757576,0.666666666666667,0.53968253968254,0.779116465863454,0.812395309882747,0.771040109336067
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.56993007 0.5034965  0.49300699 0.5915493 ],0.4875,0.55,0.870545073375262,0.988732394366197,0.983193277310924,0.988795518207283,0.485355648535565,0.504347826086956,0.488173913043478,0.581395348837209,0.6,0.547826086956522,0.871152842983829,0.875262054507338,0.870545073375262
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.51041667 0.5        0.4893617  0.46808511],0.449367088607595,0.518987341772152,0.789873417721519,0.993684210526316,0.9957805907173,0.993670886075949,0.472727272727273,0.481481481481482,0.448532948532949,0.542168674698795,0.548780487804878,0.517811296534018,0.794044665012407,0.8,0.78974358974359
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.53125    0.60416667 0.625      0.63541667 0.60416667],0.5625,0.60625,0.8225,0.981519507186858,0.995833333333333,0.98125,0.602272727272727,0.697368421052632,0.568922305764411,0.64804469273743,0.682352941176471,0.601176470588235,0.831353919239905,0.872817955112219,0.822373889836812
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.78125    0.75       0.6875     0.75531915],0.622641509433962,0.628930817610063,0.839195979899497,0.981052631578947,0.97489539748954,0.981171548117155,0.642857142857143,0.620689655172414,0.622844827586207,0.593103448275862,0.558441558441558,0.626781754830535,0.83756345177665,0.818858560794045,0.839454725689643
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.59027778 0.55555556 0.56944444 0.53472222 0.58450704],0.514644351464435,0.518828451882845,0.568561872909699,0.613297150610584,0.629526462395543,0.603064066852368,0.462962962962963,0.462962962962963,0.510107435679955,0.549019607843137,0.583333333333333,0.518557422969188,0.572847682119205,0.589437819420784,0.568938942551114
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.61458333 0.55208333 0.64583333 0.59574468 0.60638298],0.487341772151899,0.506329113924051,0.773989898989899,0.958333333333333,0.966386554621849,0.957983193277311,0.484076433121019,0.481012658227848,0.487341772151899,0.524390243902439,0.511904761904762,0.505952380952381,0.776529338327091,0.775561097256858,0.773969806940449
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svd,32,134,166, zones, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.77659574 0.80851064 0.82978723 0.69148936 0.72340426],0.557692307692308,0.608974358974359,0.808184143222506,0.9581589958159,0.974468085106383,0.957446808510638,0.591715976331361,0.649350649350649,0.558852539865198,0.616352201257862,0.690140845070423,0.615658657829329,0.813895781637717,0.856396866840731,0.809150814372746
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.7394958  0.76470588 0.78991597 0.77731092],0.487465181058496,0.523676880222841,0.80188679245283,0.980557903634826,0.974789915966386,0.980672268907563,0.520833333333333,0.529100529100529,0.485138499844382,0.553524804177546,0.623529411764706,0.52869592281357,0.806153846153846,0.823899371069182,0.80188679245283
ensemble_model_v2_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200, zones, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.61805556 0.65972222 0.6875     0.59859155],0.635983263598326,0.623430962343096,0.827759197324415,0.959326788218794,0.952646239554318,0.959610027855153,0.609865470852018,0.591304347826087,0.634361851332398,0.55,0.509259259259259,0.613408255583828,0.818661971830986,0.798969072164948,0.827008966049901
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.54621849 0.48739496 0.46638655 0.47478992 0.45762712],0.475,0.5,0.803459119496855,0.99496644295302,0.998316498316498,0.994949494949495,0.439169139465875,0.44311377245509,0.47285222301511,0.510869565217391,0.487046632124352,0.501008346002296,0.802319451765946,0.79769392033543,0.803459119496855
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.48263889 0.55208333 0.54861111 0.52430556 0.54195804],0.536170212765957,0.506382978723404,0.878930817610063,0.995839112343967,0.998609179415855,0.995827538247566,0.579150579150579,0.614754098360656,0.533040765994487,0.543307086614173,0.610619469026549,0.51022776730016,0.881841432225064,0.90356394129979,0.878930817610063
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.81944444 0.72916667 0.76388889 0.8028169  0.78169014],0.61344537815126,0.588235294117647,0.817114093959732,0.96045197740113,0.949720670391062,0.960893854748603,0.622950819672131,0.655172413793103,0.614471452798191,0.631578947368421,0.717948717948718,0.590379317652045,0.821018062397373,0.846023688663283,0.817354606394869
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svd,8,192,200,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.61111111 0.56944444 0.56944444 0.5625     0.63888889],0.55,0.545833333333333,0.800833333333333,0.96875,0.947222222222222,0.969444444444444,0.513513513513513,0.478991596638655,0.549413153691229,0.551440329218107,0.572649572649573,0.546487387950803,0.795551753635586,0.780201342281879,0.800696697631006
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.61888112 0.6048951  0.62587413 0.6048951  0.62676056],0.454166666666667,0.495833333333333,0.610587002096436,0.64394488759971,0.621848739495798,0.656162464985994,0.447257383966245,0.42741935483871,0.455088987764182,0.42654028436019,0.387931034482759,0.492352614015573,0.593322386425835,0.568134171907757,0.610587002096436
svm_model_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.58680556 0.61188811 0.65384615 0.61888112 0.54195804],0.533613445378151,0.487394957983193,0.877882599580713,1,1,1,0.581132075471698,0.592307692307692,0.527635327635328,0.512,0.592592592592593,0.496296296296296,0.880328710837185,0.89832285115304,0.877882599580713
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.65625    0.69791667 0.63541667 0.59375   ],0.60625,0.53125,0.79875,0.950959488272921,0.929166666666667,0.952083333333333,0.64804469273743,0.69047619047619,0.601817042606516,0.576271186440678,0.645569620253165,0.532661353336459,0.804848484848485,0.823821339950372,0.798560544030602
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.70833333 0.73958333 0.71276596 0.70212766],0.607594936708861,0.556962025316456,0.700757575757576,0.762979683972912,0.710084033613445,0.779411764705882,0.602564102564102,0.652777777777778,0.611272609819121,0.539473684210526,0.539473684210526,0.556322207958922,0.684420772303595,0.66580310880829,0.699896628295771
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.67013889 0.69791667 0.64335664 0.66433566 0.6048951 ],0.548523206751055,0.573839662447257,0.79664570230608,0.875690607734807,0.884239888423989,0.874476987447699,0.586872586872587,0.64957264957265,0.549786324786325,0.640569395017794,0.75,0.571581196581196,0.804828973843058,0.838574423480084,0.79664570230608
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.57446809 0.55319149 0.53191489 0.56382979 0.5       ],0.532051282051282,0.506410256410256,0.776214833759591,0.946695095948827,0.94468085106383,0.946808510638298,0.540880503144654,0.511904761904762,0.533730158730159,0.503225806451613,0.506493506493506,0.506411310208779,0.776500638569604,0.767676767676768,0.776325430470508
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200,6, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.62676056 0.58450704 0.59859155 0.6056338  0.64788732],0.559322033898305,0.601694915254237,0.820642978003384,0.980555555555556,0.994366197183099,0.980281690140845,0.566666666666667,0.576271186440678,0.559322033898305,0.624,0.639344262295082,0.600373885533506,0.824793388429752,0.838655462184874,0.820520235351381
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.84375    0.72916667 0.78125    0.78723404 0.78723404],0.537974683544304,0.632911392405063,0.813131313131313,0.963906581740977,0.953781512605042,0.964285714285714,0.535031847133758,0.575342465753425,0.540612409347301,0.666666666666667,0.674418604651163,0.628875968992248,0.815461346633416,0.82367758186398,0.8131046137168
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.58421053 0.62105263 0.55789474 0.61578947 0.57446809],0.528481012658228,0.556962025316456,0.8,0.971548998946259,0.972573839662447,0.971518987341772,0.523961661341853,0.5125,0.528685897435897,0.551282051282051,0.573333333333333,0.557751004016064,0.799237611181703,0.802295918367347,0.800017305917342
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.55882353 0.58823529 0.58823529 0.51260504 0.52118644],0.552777777777778,0.572222222222222,0.821278825995807,0.978369384359401,0.98989898989899,0.978114478114478,0.488888888888889,0.435028248587571,0.550847457627119,0.56,0.53551912568306,0.572844308604242,0.817354043920729,0.79979035639413,0.821278825995807
svm_model_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.66666667 0.5625     0.55319149 0.54255319 0.4787234 ],0.594936708860759,0.60126582278481,0.610126582278481,0.623700623700624,0.632911392405063,0.618143459915612,0.632183908045977,0.753424657534247,0.606124093473006,0.651933701657459,0.648351648351648,0.592832540593735,0.631578947368421,0.658354114713217,0.609382712883601
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.82638889 0.84965035 0.85664336 0.85664336 0.85314685],0.546218487394958,0.558823529411765,0.836477987421384,0.928930366116296,0.903631284916201,0.930865921787709,0.542372881355932,0.566371681415929,0.547185840707965,0.560669456066946,0.536,0.560035398230089,0.832976445396146,0.815513626834382,0.836477987421383
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svd,4,196,200,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.54621849 0.6512605  0.55042017 0.55882353 0.57142857],0.545961002785515,0.568245125348189,0.79664570230608,0.939965694682676,0.921008403361344,0.941176470588235,0.583120204603581,0.636871508379888,0.546213531967722,0.609571788413098,0.672222222222222,0.567954686530106,0.8014329580348,0.820754716981132,0.79664570230608
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdn,26,137,163,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.54166667 0.51408451 0.48591549 0.6056338 ],0.42436974789916,0.521008403361345,0.642857142857143,0.752840909090909,0.742296918767507,0.756302521008403,0.431535269709544,0.436974789915966,0.42436974789916,0.512820512820513,0.530973451327434,0.521486725663717,0.639525021204411,0.640067911714771,0.642829296955555
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.69097222 0.59722222 0.71328671 0.65384615 0.65734266],0.586497890295359,0.540084388185654,0.839098532494759,0.929873772791024,0.924686192468619,0.930264993026499,0.570175438596491,0.590909090909091,0.586793128131711,0.582375478927203,0.598425196850394,0.535576234788833,0.839686684073107,0.842767295597484,0.839098532494759
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.72916667 0.72916667 0.70833333 0.69791667],0.49375,0.51875,0.73375,0.885654885654886,0.8875,0.885416666666667,0.520710059171598,0.55,0.49375,0.52760736196319,0.573333333333333,0.521960784313726,0.738007380073801,0.759493670886076,0.734067823097359
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.58680556 0.57638889 0.61538462 0.59090909 0.58741259],0.616033755274262,0.616033755274262,0.831761006289308,0.902181562280084,0.894002789400279,0.903068340306834,0.595555555555556,0.531746031746032,0.621728871728872,0.55609756097561,0.513513513513513,0.60993135993136,0.826580226904376,0.80188679245283,0.831761006289308
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.625   0.6875  0.6875  0.65625 0.625  ],0.58125,0.625,0.65125,0.712121212121212,0.783333333333333,0.683333333333333,0.583850931677019,0.643835616438356,0.586285624311132,0.647058823529412,0.679012345679012,0.624316299421785,0.675203725261933,0.736040609137056,0.652503063189218
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.66386555 0.60504202 0.66806723 0.6302521  0.66525424],0.561111111111111,0.563888888888889,0.781446540880503,0.913559322033898,0.907407407407407,0.914141414141414,0.570652173913043,0.593220338983051,0.561637491895897,0.572207084468665,0.573770491803279,0.56372140409373,0.782245430809399,0.785115303983228,0.781446540880503
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.49305556 0.57042254 0.49295775 0.58450704 0.50704225],0.535864978902954,0.451476793248945,0.797639123102867,1,1,1,0.563492063492063,0.596638655462185,0.535607463324313,0.484126984126984,0.521367521367521,0.452350427350427,0.802631578947368,0.824324324324324,0.797684047684047
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,714,238,238,0.6,0.2,0.2, [0.59027778 0.5625     0.58450704 0.54929577 0.55633803],0.529411764705882,0.521008403361345,0.79327731092437,0.97191011235955,0.969187675070028,0.971988795518207,0.533333333333333,0.512,0.530336283185841,0.504347826086956,0.487394957983193,0.521008403361345,0.791878172588832,0.778702163061564,0.79342578441703
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.61764706 0.61344538 0.63865546 0.60504202 0.62711864],0.572222222222222,0.547222222222222,0.650943396226415,0.723235527359239,0.767676767676768,0.706228956228956,0.564971751412429,0.564971751412429,0.572103362045013,0.558265582655826,0.562841530054645,0.546957488191164,0.664314516129032,0.690775681341719,0.650943396226415
svm_model_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.52083333 0.49479167 0.54166667 0.51052632],0.517241379310345,0.529780564263323,0.606516290726817,0.666666666666667,0.676409185803758,0.661795407098121,0.52760736196319,0.558441558441558,0.518614718614719,0.525316455696203,0.532051282051282,0.529829322007236,0.61090458488228,0.624841571609633,0.606720661889079
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.54861111 0.63194444 0.54861111 0.49305556 0.6056338 ],0.510460251046025,0.531380753138075,0.550167224080268,0.589641434262948,0.618384401114206,0.569637883008357,0.530120481927711,0.532258064516129,0.50960729312763,0.495495495495496,0.504587155963303,0.529216654904728,0.560457516339869,0.579391891891892,0.550457535349919
svm_model_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.61458333 0.64583333 0.65625    0.61702128],0.553459119496855,0.452830188679245,0.678391959798995,0.783185840707965,0.740585774058577,0.794979079497908,0.510344827586207,0.480519480519481,0.551235350015838,0.37410071942446,0.329113924050633,0.452056962025316,0.652173913043478,0.607594936708861,0.677862306259667
ensemble_model_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5625     0.54166667 0.58333333 0.61702128 0.45744681],0.481012658227848,0.518987341772152,0.800505050505051,1,1,1,0.4875,0.475609756097561,0.481225930680359,0.506493506493506,0.4875,0.519391025641026,0.8,0.79,0.800612244897959
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120,12, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.84375    0.83916084 0.81468531 0.86363636 0.83216783],0.584033613445378,0.57563025210084,0.844863731656184,0.932107496463932,0.920391061452514,0.932960893854749,0.655052264808362,0.770491803278688,0.579211418880724,0.635379061371841,0.758620689655172,0.580130016958734,0.850353892821031,0.881551362683438,0.844863731656184
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.51388889 0.57638889 0.55555556 0.54861111 0.56944444],0.558333333333333,0.570833333333333,0.808333333333333,0.970464135021097,0.958333333333333,0.970833333333333,0.547008547008547,0.56140350877193,0.558479532163743,0.55793991416309,0.550847457627119,0.570505696026674,0.804753820033956,0.800675675675676,0.808232574679943
svm_model_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.625      0.59375    0.59375    0.51041667],0.525,0.64375,0.595,0.597894736842105,0.591666666666667,0.602083333333333,0.573033707865169,0.689189189189189,0.536455059710874,0.704663212435233,0.781609195402299,0.63053062509841,0.617021276595745,0.650872817955112,0.594859967874799
svm_model_N8_B192_E200_nb_zones_8_lab_svd,8,192,200,8, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.68229167 0.65789474 0.62105263 0.58421053 0.68421053],0.634069400630915,0.599369085173502,0.656368221941992,0.612820512820513,0.502100840336134,0.682773109243697,0.605442176870748,0.549382716049383,0.635981680605337,0.517110266159696,0.456375838926174,0.591283157558325,0.592370979805535,0.503176620076239,0.655217846959271
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.72222222 0.72222222 0.69444444 0.75352113],0.497907949790795,0.581589958158996,0.790969899665552,0.957983193277311,0.952646239554318,0.958217270194986,0.52,0.570175438596491,0.501087719298246,0.565217391304348,0.619047619047619,0.585643212508884,0.790619765494137,0.816608996539792,0.791799643900964
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.72916667 0.79166667 0.69791667 0.70833333 0.78125   ],0.525,0.58125,0.78625,0.940425531914893,0.920833333333333,0.941666666666667,0.573033707865169,0.573033707865169,0.518911220129767,0.603550295857988,0.586206896551724,0.580774681152574,0.790697674418605,0.776442307692308,0.786658653846154
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.60833333 0.60416667 0.60833333 0.57563025 0.63445378],0.561797752808989,0.581460674157303,0.776729559748428,0.89891395154553,0.899665551839465,0.898829431438127,0.551724137931035,0.524590163934426,0.562873116649294,0.555223880597015,0.53757225433526,0.580261537003696,0.773404255319149,0.762054507337526,0.776729559748428
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.73333333 0.72083333 0.67226891 0.70588235 0.67226891],0.610644257703081,0.571428571428571,0.777777777777778,0.892156862745098,0.914572864321608,0.889447236180904,0.58753709198813,0.565714285714286,0.60978021978022,0.537764350453172,0.489010989010989,0.573076923076923,0.775898520084567,0.769392033542977,0.777777777777778
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svd,40,80,120,12, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.80208333 0.82167832 0.83216783 0.82517483 0.78671329],0.411764705882353,0.445378151260504,0.797169811320755,0.918381831085876,0.903631284916201,0.919692737430167,0.430894308943089,0.441666666666667,0.411511299435028,0.454545454545455,0.466101694915254,0.445550847457627,0.795993674222457,0.791404612159329,0.797169811320755
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.64583333 0.625      0.64583333 0.70212766],0.559748427672956,0.584905660377358,0.802763819095477,0.956340956340956,0.96234309623431,0.956066945606694,0.623655913978495,0.716049382716049,0.556742640075973,0.611764705882353,0.693333333333333,0.590714285714286,0.812425328554361,0.860759493670886,0.803197701947663
ensemble_model_N4_B196_E200_nb_zones_10_lab_svd,4,196,200,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.59166667 0.61344538 0.58403361 0.57142857 0.58823529],0.645251396648045,0.636871508379888,0.824947589098533,0.934356351236147,0.919463087248322,0.935402684563758,0.663129973474801,0.722543352601156,0.647758162787065,0.668367346938776,0.708108108108108,0.634400874863302,0.828012358393409,0.842767295597484,0.824947589098533
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.64583333 0.51041667 0.69791667 0.61458333],0.5625,0.65625,0.82875,0.97489539748954,0.970833333333333,0.975,0.477611940298507,0.463768115942029,0.550565376652333,0.625850340136054,0.567901234567901,0.657368338802938,0.819499341238472,0.797435897435897,0.827986241400876
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.50420168 0.47058824 0.48319328 0.45798319],0.495821727019499,0.518105849582173,0.811844863731656,0.995801847187238,0.996638655462185,0.995798319327731,0.472303206997085,0.482142857142857,0.494998130142109,0.538666666666667,0.528795811518325,0.517374096235353,0.811943425877423,0.812368972746331,0.811844863731656
svm_model_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.58403361 0.57142857 0.61344538 0.55042017 0.56355932],0.555555555555556,0.588888888888889,0.657756813417191,0.709840201850294,0.71043771043771,0.70959595959596,0.526627218934911,0.549382716049383,0.554994388327722,0.579545454545454,0.515151515151515,0.597081930415264,0.652474720596062,0.642557651991614,0.657756813417191
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdn,16,142,158, zones, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.49583333 0.55042017 0.51260504 0.40756303],0.49859943977591,0.476190476190476,0.80083857442348,0.988333333333333,0.993299832495812,0.988274706867672,0.495774647887324,0.505747126436782,0.498775202562653,0.470254957507082,0.453551912568306,0.476775956284153,0.80083857442348,0.80083857442348,0.80083857442348
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.55042017 0.48739496 0.46638655 0.5       ],0.497222222222222,0.511111111111111,0.533018867924528,0.563725490196079,0.580808080808081,0.55050505050505,0.527415143603133,0.570621468926554,0.498425488561638,0.529411764705882,0.540983606557377,0.510604797628971,0.550227158001009,0.571278825995807,0.533018867924528
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.59722222 0.68402778 0.61458333 0.64583333 0.64685315],0.485106382978723,0.497872340425532,0.768343815513627,0.857743517869657,0.851182197496523,0.858831710709318,0.437209302325581,0.405172413793103,0.484098811938569,0.427184466019418,0.369747899159664,0.499529121993625,0.760822510822511,0.736897274633124,0.768343815513627
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.53125    0.60416667 0.55208333 0.4787234 ],0.440251572327044,0.584905660377358,0.802763819095477,0.99581589958159,0.99581589958159,0.99581589958159,0.447204968944099,0.433734939759036,0.440551680405834,0.592592592592593,0.648648648648649,0.589030206677266,0.803995006242197,0.813131313131313,0.802815656565656
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.69166667 0.64166667 0.72083333 0.65416667 0.67647059],0.507042253521127,0.515492957746479,0.643605870020964,0.653485952133195,0.524207011686144,0.7220367278798,0.540682414698163,0.536458333333333,0.504425485685072,0.488095238095238,0.503067484662577,0.514554575664622,0.594755661501788,0.523060796645702,0.643605870020964
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.51041667 0.58333333 0.55208333 0.5625    ],0.53125,0.5,0.80625,1,1,1,0.516129032258065,0.547945205479452,0.532593292394898,0.523809523809524,0.564102564102564,0.501563477173233,0.806973848069739,0.828644501278772,0.806742788536697
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdn,26,137,163,6, low_bits_4_shifted_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.59027778 0.47916667 0.46527778 0.47183099 0.47887324],0.516806722689076,0.53781512605042,0.811241610738255,1,1,1,0.506437768240343,0.472,0.519185840707965,0.517543859649123,0.52212389380531,0.537061946902655,0.808836023789295,0.798657718120805,0.811241610738255
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.6875     0.66666667 0.57291667 0.72916667 0.70833333],0.575,0.56875,0.8225,0.989517819706499,0.983333333333333,0.989583333333333,0.534246575342466,0.565217391304348,0.573817486860965,0.549019607843137,0.494117647058824,0.573725490196078,0.81701030927835,0.804568527918782,0.822235002875647
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.59375    0.625      0.58510638 0.60638298 0.54255319],0.531645569620253,0.588607594936709,0.786075949367089,0.936440677966102,0.932489451476793,0.936708860759494,0.564705882352941,0.578313253012048,0.529156626506024,0.57516339869281,0.602739726027397,0.589605157131346,0.787421383647799,0.796437659033079,0.786128149415784
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.5625     0.53125    0.60526316 0.55263158 0.61052632],0.506289308176101,0.572327044025157,0.557861635220126,0.468911917098446,0.379454926624738,0.570230607966457,0.398467432950192,0.325,0.507436708860759,0.496296296296296,0.42948717948718,0.569681861348528,0.460475825019187,0.378310214375788,0.557411067037329
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.43055556 0.5625     0.54225352 0.45774648 0.55633803],0.466386554621849,0.512605042016807,0.79327731092437,0.995792426367462,0.994397759103642,0.995798319327731,0.445414847161572,0.447368421052632,0.465619694397283,0.520661157024793,0.508064516129032,0.512804187889078,0.79222972972973,0.788235294117647,0.79327731092437
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svdne,8,192,200,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.57638889 0.59027778 0.5625     0.58333333 0.64084507],0.623430962343096,0.573221757322176,0.6061872909699,0.587887740029542,0.554317548746518,0.611420612813371,0.642857142857143,0.6328125,0.622712556306306,0.552631578947368,0.547826086956522,0.572300140252454,0.592912705272256,0.569767441860465,0.606432542479054
svm_model_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.53125    0.52083333 0.59574468 0.56382979 0.5106383 ],0.556962025316456,0.550632911392405,0.564556962025316,0.591549295774648,0.620253164556962,0.571729957805907,0.539473684210526,0.539473684210526,0.556322207958922,0.449612403100775,0.439393939393939,0.534914361001318,0.557840616966581,0.572559366754617,0.564868491163197
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.75       0.75694444 0.78472222 0.78472222 0.77777778],0.516666666666667,0.6,0.813333333333333,0.983240223463687,0.977777777777778,0.983333333333333,0.573529411764706,0.634146341463415,0.513654367312904,0.622047244094488,0.711711711711712,0.60779384035198,0.819645732689211,0.856902356902357,0.813764709804314
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.65492958 0.64788732 0.66197183 0.58450704 0.74647887],0.563559322033898,0.538135593220339,0.718274111675127,0.831241283124128,0.83943661971831,0.829577464788732,0.599221789883269,0.592307692307692,0.560304789550073,0.524017467248908,0.555555555555556,0.539496527777778,0.723192019950125,0.733558178752108,0.718222213314933
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.5625     0.46875    0.4375     0.54166667 0.47916667],0.5375,0.575,0.8,0.96234309623431,0.958333333333333,0.9625,0.525641025641026,0.493975903614458,0.539195744015021,0.580246913580247,0.546511627906977,0.577309868007542,0.798994974874372,0.777506112469438,0.800517762117071
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.4375     0.51388889 0.54225352 0.51408451 0.49295775],0.533613445378151,0.508403361344538,0.808403361344538,1,1,1,0.51948051948052,0.5,0.533898305084746,0.48,0.473684210526316,0.507003395585739,0.805128205128205,0.796954314720812,0.808326906943044
svm_model_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.69791667 0.78125    0.83333333 0.83333333],0.55625,0.68125,0.74625,0.819599109131403,0.766666666666667,0.83125,0.517006802721088,0.463414634146341,0.558630393996248,0.638297872340426,0.642857142857143,0.676984126984127,0.724559023066486,0.681122448979592,0.744972989195678
svm_model_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.53472222 0.56944444 0.59859155 0.55633803 0.56338028],0.516806722689076,0.550420168067227,0.611764705882353,0.661016949152542,0.65546218487395,0.663865546218487,0.555984555984556,0.585365853658537,0.514422057264051,0.593155893536122,0.614173228346457,0.545825352911967,0.624390243902439,0.632619439868204,0.611335448922095
ensemble_model_N16_B142_E158_nb_zones_12_lab_svd,16,142,158,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.68531469 0.6958042  0.62237762 0.71830986],0.620833333333333,0.595833333333333,0.827044025157233,0.89943342776204,0.889355742296919,0.900560224089636,0.599118942731278,0.53968253968254,0.625104427736007,0.526829268292683,0.473684210526316,0.590016708437761,0.821041214750542,0.793501048218029,0.827044025157233
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.54545455 0.51048951 0.52797203 0.5034965  0.46830986],0.5,0.508333333333333,0.871593291404612,0.995108315863033,0.997198879551821,0.995098039215686,0.491525423728814,0.491525423728814,0.499861072520145,0.516393442622951,0.516393442622951,0.508196721311475,0.871794871794872,0.873165618448637,0.871593291404612
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.76573427 0.78671329 0.77972028 0.77972028 0.7972028 ],0.644351464435146,0.598326359832636,0.833857442348008,0.904494382022472,0.900699300699301,0.904895104895105,0.661354581673307,0.68595041322314,0.643822664238689,0.596638655462185,0.601694915254237,0.598368118784143,0.834291688447465,0.836477987421384,0.833857442348008
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.57083333 0.58403361 0.56302521 0.57563025 0.58403361],0.539106145251397,0.541899441340782,0.777253668763103,0.918781725888325,0.911073825503356,0.919463087248322,0.535211267605634,0.510752688172043,0.540260065016254,0.528735632183908,0.534883720930232,0.541635408852213,0.774535809018568,0.765199161425577,0.777253668763103
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.58333333 0.5106383  0.54255319 0.5212766 ],0.462025316455696,0.411392405063291,0.524050632911392,0.584033613445378,0.586497890295359,0.582278481012658,0.502923976608187,0.505882352941176,0.458420628525383,0.468571428571429,0.460674157303371,0.404250122129946,0.542579075425791,0.542579075425791,0.523268429533476
ensemble_model_N8_B192_E200_nb_zones_8_lab_svd,8,192,200,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63541667 0.63541667 0.69270833 0.75520833 0.62631579],0.626959247648903,0.595611285266458,0.763157894736842,0.863157894736842,0.855949895615866,0.864300626304802,0.593856655290102,0.533742331288344,0.629050652823659,0.568561872909699,0.521472392638037,0.59727465785748,0.754863813229572,0.722981366459627,0.763513439234871
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.60416667 0.5        0.5625     0.55208333 0.45833333],0.5375,0.50625,0.80875,1,1,1,0.54320987654321,0.517647058823529,0.538823529411765,0.543352601156069,0.566265060240964,0.503911750899703,0.812269938650307,0.811274509803921,0.808698479391757
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58741259 0.59440559 0.62237762 0.61188811 0.65140845],0.583333333333333,0.579166666666667,0.842243186582809,0.929971988795518,0.929971988795518,0.929971988795518,0.537037037037037,0.471544715447154,0.586199708150928,0.538812785388128,0.504273504273504,0.577340004169272,0.838432635534085,0.818658280922432,0.842243186582809
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55462185 0.57983193 0.55462185 0.56302521 0.58403361],0.551532033426184,0.559888579387187,0.812368972746331,0.967032967032967,0.961344537815126,0.967226890756302,0.556473829201102,0.567415730337079,0.551663666273512,0.568306010928962,0.574585635359116,0.559764727791917,0.812761506276151,0.814465408805031,0.812368972746331
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svdne,8,192,200,6, low_bits_4_shifted_2, svdne,708,236,236,0.6,0.2,0.2, [0.65492958 0.59859155 0.5915493  0.66901408 0.56428571],0.572033898305085,0.580508474576271,0.811864406779661,0.968299711815562,0.949152542372881,0.968926553672316,0.618867924528302,0.694915254237288,0.572033898305085,0.59919028340081,0.632478632478632,0.580945198592257,0.81592039800995,0.835314091680815,0.811904084757497
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48601399 0.52797203 0.52447552 0.46153846 0.48601399],0.514644351464435,0.564853556485356,0.884696016771489,1,1,1,0.477477477477478,0.477477477477478,0.512176238738739,0.566666666666667,0.53125,0.567426801801802,0.883720930232558,0.876310272536688,0.884696016771489
svm_model_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.56944444 0.60416667 0.66901408 0.61267606 0.6056338 ],0.53781512605042,0.579831932773109,0.667226890756302,0.751336898395722,0.787114845938375,0.739495798319328,0.517543859649123,0.487603305785124,0.538673447764357,0.537037037037037,0.5,0.577868852459016,0.667785234899329,0.67003367003367,0.667231600117506
ensemble_model_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.51041667 0.48958333 0.53157895 0.48421053 0.47894737],0.522012578616352,0.493710691823899,0.80314465408805,1,1,1,0.482993197278911,0.455128205128205,0.520773979107312,0.468646864686469,0.464052287581699,0.49263220439691,0.79819471308833,0.787531806615776,0.802969883407391
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.68055556 0.71527778 0.74647887 0.70422535 0.71830986],0.584033613445378,0.57563025210084,0.687394957983193,0.73125,0.65546218487395,0.759103641456583,0.59919028340081,0.621848739495798,0.584033613445378,0.558951965065502,0.571428571428571,0.575396825396825,0.666666666666667,0.63265306122449,0.686758424299953
ensemble_model_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.80208333 0.75       0.85106383 0.86170213],0.588607594936709,0.569620253164557,0.804292929292929,0.952586206896552,0.928571428571429,0.953781512605042,0.596273291925466,0.615384615384615,0.588942307692308,0.575,0.621621621621622,0.572715572715573,0.802547770700637,0.807692307692308,0.804343666283965
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdn,26,137,163, zones, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.51408451 0.5        0.52112676 0.54929577 0.49295775],0.474576271186441,0.470338983050848,0.786802030456853,0.9957805907173,0.997183098591549,0.995774647887324,0.511811023622047,0.492424242424242,0.47217365967366,0.497991967871486,0.558558558558558,0.475279279279279,0.792421746293245,0.804347826086956,0.786591721262656
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.67132867 0.65734266 0.66783217 0.67132867],0.506276150627615,0.564853556485356,0.80293501048218,0.891549295774648,0.885314685314685,0.892307692307692,0.553030303030303,0.657657657657658,0.516328828828829,0.609022556390978,0.6328125,0.559649493243243,0.807179487179487,0.824947589098533,0.80293501048218
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.65972222 0.63380282 0.5915493  0.65492958],0.512605042016807,0.546218487394958,0.799159663865546,0.978540772532189,0.957983193277311,0.978991596638656,0.512605042016807,0.512605042016807,0.512605042016807,0.571428571428571,0.610169491525424,0.546751412429378,0.798990748528175,0.7996632996633,0.799160508892053
svm_model_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.50694444 0.56944444 0.51408451 0.69014085 0.58450704],0.550420168067227,0.554621848739496,0.570588235294118,0.573065902578797,0.560224089635854,0.582633053221289,0.506912442396313,0.450819672131148,0.552996042962125,0.509259259259259,0.436507936507936,0.562003968253968,0.548187444739169,0.512396694214876,0.571582962492053
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.79020979 0.8041958  0.81118881 0.75874126 0.77464789],0.6375,0.629166666666667,0.884171907756813,0.968242766407904,0.96078431372549,0.968487394957983,0.666666666666667,0.790909090909091,0.649300699300699,0.692041522491349,0.769230769230769,0.616433566433566,0.887646161667514,0.915094339622642,0.884171907756813
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.54255319 0.58510638 0.44680851 0.5212766  0.4893617 ],0.564102564102564,0.608974358974359,0.814578005115089,0.965367965367965,0.948936170212766,0.965957446808511,0.575,0.605263157894737,0.565131578947368,0.606451612903226,0.661971830985916,0.613338856669428,0.813384813384814,0.827225130890052,0.814862565445026
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6875     0.64583333 0.675      0.65       0.6512605 ],0.540845070422535,0.571830985915493,0.809224318658281,0.95878889823381,0.951585976627713,0.959098497495826,0.56763925729443,0.633136094674556,0.545062670993192,0.612244897959184,0.645161290322581,0.568142775338805,0.814096016343207,0.835429769392034,0.809224318658281
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163,4, low_bits_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.58333333 0.4787234  0.5        0.44680851 0.4787234 ],0.515923566878981,0.54140127388535,0.811704834605598,1,1,1,0.493333333333333,0.544117647058823,0.519249834765367,0.532467532467532,0.546666666666667,0.541626016260163,0.809278350515464,0.828496042216359,0.812282419142577
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.67361111 0.67605634 0.66901408 0.73239437],0.491596638655462,0.529411764705882,0.784873949579832,0.967741935483871,0.966386554621849,0.967787114845938,0.53639846743295,0.588235294117647,0.491596638655462,0.572519083969466,0.635593220338983,0.530296610169492,0.792880258899676,0.824915824915825,0.784941133934422
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.68055556 0.61111111 0.67605634 0.6971831  0.71126761],0.563025210084034,0.554621848739496,0.783193277310924,0.932203389830508,0.92436974789916,0.932773109243698,0.631205673758865,0.706349206349206,0.55406746031746,0.582677165354331,0.691588785046729,0.567168438324891,0.792604501607717,0.835593220338983,0.783629943502825
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53645833 0.57291667 0.57291667 0.59895833 0.51052632],0.542319749216301,0.595611285266458,0.818295739348371,0.984093319194062,0.968684759916493,0.984342379958246,0.516556291390728,0.461538461538462,0.547435897435897,0.574257425742574,0.550632911392405,0.595192232093718,0.81266149870801,0.780397022332506,0.818679523824481
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdne,32,84,116,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.73426573 0.72727273 0.77272727 0.76573427 0.74295775],0.570833333333333,0.570833333333333,0.800314465408805,0.875444839857651,0.861344537815126,0.877450980392157,0.569037656903766,0.56198347107438,0.570907701923745,0.542222222222222,0.512605042016807,0.570352107785263,0.796147672552167,0.779874213836478,0.800314465408805
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdne,16,142,158,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.56722689 0.6092437  0.61344538 0.67647059 0.62288136],0.644444444444444,0.613888888888889,0.657756813417191,0.660808435852373,0.632996632996633,0.675084175084175,0.609756097560976,0.568181818181818,0.642786561264822,0.614958448753463,0.603260869565217,0.614130434782609,0.642583470169677,0.615303983228512,0.657756813417191
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70416667 0.67226891 0.71428571 0.72268908 0.72689076],0.511173184357542,0.536312849162011,0.689727463312369,0.772438803263826,0.714765100671141,0.789429530201342,0.517906336088154,0.519337016574586,0.511080937665824,0.546448087431694,0.564971751412429,0.536629522115054,0.676855895196507,0.649895178197065,0.689727463312369
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.5915493  0.6056338  0.6056338  0.6056338 ],0.611814345991561,0.50210970464135,0.809443507588533,0.97752808988764,0.97752808988764,0.97752808988764,0.616666666666667,0.678899082568807,0.616793291284404,0.542635658914729,0.551181102362205,0.498317823908375,0.813223140495868,0.831081081081081,0.809479934479935
ensemble_model_v2_N4_B196_E200_nb_zones_10_lab_svd,4,196,200, zones, lab, svd,1200,400,400,0.6,0.2,0.2, [0.62916667 0.59583333 0.6125     0.57916667 0.6125    ],0.604519774011299,0.598870056497175,0.812368972746331,0.936772046589018,0.938333333333333,0.936666666666667,0.5625,0.514285714285714,0.603511572226656,0.559006211180124,0.502793296089386,0.599968076616121,0.8058568329718,0.778825995807128,0.812368972746331
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200,4, low_bits_4, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.61458333 0.67021277 0.69148936 0.57446809 0.71276596],0.611464968152866,0.598726114649682,0.727735368956743,0.798206278026906,0.754237288135593,0.809322033898305,0.596026490066225,0.576923076923077,0.611246348588121,0.598726114649682,0.602564102564102,0.598750405712431,0.716180371352785,0.688775510204082,0.727636486066508
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.72916667 0.79166667 0.77083333 0.72340426],0.566037735849057,0.59748427672956,0.804020100502513,0.950537634408602,0.924686192468619,0.951882845188284,0.591715976331361,0.574712643678161,0.565134099616858,0.609756097560976,0.609756097560976,0.59708584098828,0.804511278195489,0.786764705882353,0.80446482716798
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65416667 0.675      0.675      0.72916667 0.65546218],0.538028169014084,0.563380281690141,0.807651991614256,0.96078431372549,0.981636060100167,0.959933222036728,0.613207547169811,0.751445086705202,0.543304960935019,0.646924829157175,0.78021978021978,0.557739947913358,0.824149496885481,0.90146750524109,0.807651991614256
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,720,240,240,0.6,0.2,0.2, [0.47222222 0.52083333 0.42361111 0.47916667 0.47916667],0.516666666666667,0.429166666666667,0.7875,0.997229916897507,1,0.997222222222222,0.482142857142857,0.504672897196262,0.515494343334973,0.449799196787149,0.459016393442623,0.428660739094193,0.786610878661088,0.797962648556876,0.787688361921646
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.54195804 0.51398601 0.5        0.52464789],0.5125,0.495833333333333,0.874213836477987,0.99859943977591,0.99859943977591,0.99859943977591,0.502127659574468,0.475806451612903,0.513765294771969,0.510121457489879,0.543103448275862,0.497358175750834,0.87434554973822,0.875262054507338,0.874213836477987
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.64788732 0.67605634 0.61267606 0.65492958],0.576271186440678,0.572033898305085,0.82741116751269,0.995792426367462,1,0.995774647887324,0.642857142857143,0.731707317073171,0.569393481545435,0.615969581749049,0.764150943396226,0.589767779390421,0.837579617834395,0.900684931506849,0.828268887158107
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.54195804 0.52097902 0.52097902 0.53846154 0.54577465],0.458333333333333,0.483333333333333,0.866876310272536,1,1,1,0.458333333333333,0.443548387096774,0.458843159065629,0.451327433628318,0.439655172413793,0.481924360400445,0.865892291446674,0.859538784067086,0.866876310272537
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.59027778 0.59722222 0.5625     0.60416667 0.63194444],0.554166666666667,0.5875,0.805,0.961218836565097,0.963888888888889,0.961111111111111,0.520179372197309,0.467741935483871,0.557146829810901,0.571428571428571,0.545454545454545,0.587853323147441,0.801020408163265,0.778512396694215,0.805222584901729
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.73076923 0.77622378 0.74475524 0.71678322 0.74647887],0.595833333333333,0.620833333333333,0.899895178197065,0.997897687456202,0.997198879551821,0.997899159663866,0.607287449392713,0.669642857142857,0.600446428571429,0.648648648648649,0.65625,0.618303571428571,0.901189860320745,0.912997903563941,0.899895178197065
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75694444 0.77083333 0.78472222 0.83333333 0.75352113],0.602510460251046,0.573221757322176,0.818561872909699,0.971590909090909,0.952646239554318,0.972144846796657,0.659498207885305,0.676470588235294,0.590662478583667,0.578512396694215,0.636363636363636,0.577871740662438,0.822857142857143,0.83305785123967,0.818390177734894
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5375     0.5625     0.60416667 0.57083333 0.57983193],0.566197183098592,0.577464788732394,0.827044025157233,0.978583196046128,0.991652754590985,0.978297161936561,0.56,0.590361445783132,0.567667495378339,0.615384615384615,0.634920634920635,0.57348441384586,0.831115660184237,0.851153039832285,0.827044025157233
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.53125    0.47916667 0.5        0.4893617 ],0.449367088607595,0.506329113924051,0.791666666666667,1,1,1,0.445859872611465,0.4375,0.449519230769231,0.486842105263158,0.493333333333333,0.50570281124498,0.789808917197452,0.788804071246819,0.791645143392833
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdne,26,137,163,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.77083333 0.73239437 0.73239437 0.64084507],0.550420168067227,0.546218487394958,0.704201680672269,0.818543046357616,0.865546218487395,0.80812324929972,0.570281124497992,0.57258064516129,0.549448217317487,0.546218487394958,0.537190082644628,0.546372819100092,0.71658615136876,0.739202657807309,0.703785002373042
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.59722222 0.51408451 0.54929577 0.53521127 0.57042254],0.535864978902954,0.552742616033755,0.81787521079258,1,1,1,0.545454545454546,0.528,0.536321428571429,0.558333333333333,0.582608695652174,0.5535994297933,0.819095477386935,0.820469798657718,0.817862017972927
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.47478992 0.53361345 0.51680672 0.5720339 ],0.469444444444444,0.525,0.670335429769392,0.776942355889724,0.782828282828283,0.775252525252525,0.449567723342939,0.467065868263473,0.469284229468524,0.548812664907652,0.538860103626943,0.523921069777543,0.672906916276651,0.678197064989518,0.670335429769392
ensemble_model_v2_N8_B192_E200_nb_zones_8_lab_svd,8,192,200, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.61578947 0.58421053 0.6        0.61578947 0.61702128],0.623417721518987,0.623417721518987,0.793670886075949,0.907172995780591,0.907172995780591,0.907172995780591,0.607260726072607,0.593548387096774,0.622861150070126,0.602006688963211,0.588235294117647,0.622338505954529,0.789677419354839,0.782608695652174,0.793559986923831
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.73958333 0.60416667 0.64583333 0.70833333 0.63541667],0.525,0.58125,0.79875,0.96234309623431,0.958333333333333,0.9625,0.577777777777778,0.626506024096386,0.521045219840401,0.583850931677019,0.602564102564102,0.5817698561601,0.803418803418803,0.820448877805486,0.798695616847605
svm_model_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200,4, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.54255319 0.61702128 0.53191489 0.56382979 0.44680851],0.602564102564102,0.608974358974359,0.575447570332481,0.565488565488566,0.578723404255319,0.55531914893617,0.607594936708861,0.585365853658537,0.603493737640079,0.62111801242236,0.581395348837209,0.612126245847176,0.585,0.580645161290323,0.57528300280875
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.5        0.50420168 0.48319328 0.47478992],0.439775910364146,0.490196078431373,0.79979035639413,1,1,1,0.435028248587571,0.450292397660819,0.44019996227127,0.518518518518519,0.526881720430108,0.488587059045463,0.801661474558671,0.809224318658281,0.79979035639413
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.66806723 0.6512605  0.68907563 0.68907563 0.66386555],0.615598885793872,0.554317548746518,0.772012578616352,0.883205456095482,0.870588235294118,0.884873949579832,0.653266331658291,0.710382513661202,0.613713984103328,0.597989949748744,0.676136363636364,0.55664741679086,0.779075672930421,0.80398322851153,0.772012578616352
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.625      0.71527778 0.66666667 0.65277778 0.67361111],0.55,0.604166666666667,0.785833333333333,0.923943661971831,0.911111111111111,0.925,0.625,0.692307692307692,0.537062937062937,0.638783269961977,0.736842105263158,0.610484544695071,0.796193497224425,0.83112582781457,0.785529356860305
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.81944444 0.84722222 0.82986111 0.84375    0.80769231],0.659574468085106,0.693617021276596,0.896750524109015,0.968465311843027,0.96105702364395,0.968706536856745,0.712230215827338,0.846153846153846,0.660365058670143,0.73134328358209,0.830508474576271,0.693032015065913,0.900152052711607,0.930817610062893,0.896750524109015
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.61111111 0.46527778 0.47222222 0.58333333 0.5625    ],0.483333333333333,0.470833333333333,0.596666666666667,0.672292545710267,0.663888888888889,0.676388888888889,0.495934959349593,0.512605042016807,0.483575248281131,0.520754716981132,0.575,0.470833333333333,0.60392798690671,0.616026711185309,0.59669887971911
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163,4, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.65625    0.64583333 0.67708333 0.69148936 0.69148936],0.506329113924051,0.651898734177215,0.712121212121212,0.80083857442348,0.802521008403361,0.800420168067227,0.450704225352113,0.444444444444444,0.501291989664083,0.674556213017751,0.670588235294118,0.650362610797744,0.710659898477157,0.708860759493671,0.71211299939419
svm_model_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.55416667 0.55       0.58823529 0.55462185 0.56302521],0.563025210084034,0.540616246498599,0.557651991614256,0.405895691609977,0.299832495812395,0.561139028475712,0.290909090909091,0.189349112426036,0.544142641319401,0.316666666666667,0.202127659574468,0.559643711444039,0.371087928464978,0.261006289308176,0.557651991614256
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.69444444 0.72916667 0.75       0.67605634 0.62676056],0.630252100840336,0.584033613445378,0.687919463087248,0.733812949640288,0.712290502793296,0.741620111731844,0.704697986577181,0.882352941176471,0.630252100840336,0.662116040955631,0.808333333333333,0.582132768361582,0.710730948678072,0.765494137353434,0.68778908548344
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.54166667 0.55263158 0.52631579 0.51052632 0.56315789],0.580441640378549,0.529968454258675,0.78499369482976,0.936627282491944,0.915966386554622,0.938025210084034,0.637602179836512,0.735849056603773,0.579949844757583,0.563049853372434,0.564705882352941,0.527250900360144,0.791946308724832,0.806211180124223,0.784667689934071
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.60638298 0.5212766  0.62765957 0.59574468 0.60638298],0.493589743589744,0.538461538461538,0.781329923273657,0.957446808510638,0.957446808510638,0.957446808510638,0.515337423312883,0.583333333333333,0.5,0.595505617977528,0.654320987654321,0.533827160493827,0.789149198520345,0.824742268041237,0.781660474122141
svm_model_N32_B134_E166_nb_zones_6_lab_svd,32,134,166,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.73611111 0.76056338 0.74647887 0.75352113 0.76760563],0.607594936708861,0.556962025316456,0.731871838111299,0.824046920821114,0.789325842696629,0.831460674157303,0.620408163265306,0.644067796610169,0.60774818401937,0.52914798206278,0.504273504273504,0.556303418803419,0.723478260869565,0.703891708967851,0.731777787257035
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.54166667 0.45833333 0.48958333 0.55208333 0.46875   ],0.525,0.5125,0.78875,0.967741935483871,0.9375,0.96875,0.542168674698795,0.523255813953488,0.525141420490258,0.530120481927711,0.536585365853659,0.511882426516573,0.787954830614805,0.769607843137255,0.789140656262505
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57042254 0.68309859 0.66197183 0.5915493  0.58450704],0.584745762711864,0.529661016949153,0.790186125211506,0.94452347083926,0.935211267605634,0.945070422535211,0.577586206896552,0.592920353982301,0.585078063170012,0.550607287449393,0.566666666666667,0.529022988505747,0.790186125211506,0.79421768707483,0.790206486635058
ensemble_model_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.5625     0.59090909 0.55944056 0.59440559 0.59090909],0.558823529411765,0.5,0.881551362683438,0.998603351955307,0.998603351955307,0.998603351955307,0.58498023715415,0.60655737704918,0.557589033352176,0.514285714285714,0.543103448275862,0.501059920859243,0.882901554404145,0.893081761006289,0.881551362683438
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svdne,4,196,200,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.55462185 0.57563025 0.59663866 0.59243697 0.61016949],0.575,0.541666666666667,0.577044025157233,0.585944115156647,0.582491582491582,0.588383838383838,0.556521739130435,0.518918918918919,0.576602316602316,0.476190476190476,0.428571428571429,0.538610038610039,0.561651276480174,0.541928721174004,0.577044025157233
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163, zones, lab, svdn,960,320,320,0.6,0.2,0.2, [0.49479167 0.52083333 0.47395833 0.54166667 0.515625  ],0.484375,0.475,0.78375,0.986444212721585,0.985416666666667,0.986458333333333,0.462540716612378,0.458064516129032,0.483577712609971,0.487804878048781,0.473372781065089,0.475096986559034,0.782936010037641,0.776119402985075,0.783788344708618
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.75       0.75       0.71126761 0.73943662 0.70422535],0.542016806722689,0.542016806722689,0.785714285714286,0.948539638386648,0.955182072829131,0.948179271708684,0.585551330798479,0.626016260162602,0.53909508660304,0.588679245283019,0.609375,0.536505681818182,0.79550922213312,0.81578947368421,0.785042503165129
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.55555556 0.54861111 0.60416667 0.57042254 0.54929577],0.563025210084034,0.508403361344538,0.793624161073825,0.965325936199723,0.972067039106145,0.965083798882682,0.543859649122807,0.558558558558558,0.562743846208413,0.537549407114625,0.535433070866142,0.50645527417181,0.795341098169717,0.802013422818792,0.793624161073825
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdne,26,137,163,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.70138889 0.69444444 0.70833333 0.72916667],0.525,0.491666666666667,0.788333333333333,0.974719101123596,0.963888888888889,0.975,0.583941605839416,0.707964601769911,0.53508466308968,0.551470588235294,0.6,0.48695652173913,0.798092209856916,0.839464882943144,0.788503205591173
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.65734266 0.63636364 0.68181818 0.71478873],0.595833333333333,0.55,0.680293501048218,0.726536124240378,0.753501400560224,0.716386554621849,0.583690987124464,0.576271186440678,0.595512642400667,0.546218487394958,0.532786885245902,0.550291747707697,0.6875,0.70335429769392,0.680293501048218
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svd,8,192,200,8, low_bits_4_shifted_2, svd,948,316,316,0.6,0.2,0.2, [0.54210526 0.59473684 0.58947368 0.56315789 0.57446809],0.465189873417722,0.506329113924051,0.718354430379747,0.87603305785124,0.894514767932489,0.873417721518987,0.466876971608833,0.506849315068493,0.468130539887188,0.551724137931034,0.571428571428571,0.501930501930502,0.727495407225964,0.753807106598985,0.718443957339896
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.82867133 0.84965035 0.86013986 0.82867133 0.8415493 ],0.525,0.566666666666667,0.880503144654088,0.993006993006993,0.994397759103642,0.992997198879552,0.577777777777778,0.661016949152542,0.527229786051681,0.638888888888889,0.754098360655738,0.563489858293971,0.885311871227364,0.922431865828092,0.880503144654088
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.6875     0.70833333 0.71875    0.61702128],0.553459119496855,0.60377358490566,0.805276381909548,0.957230142566191,0.98326359832636,0.956066945606694,0.466165413533835,0.3875,0.554509493670886,0.519083969465649,0.47887323943662,0.591709346991037,0.794701986754967,0.769230769230769,0.804566123531641
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.55208333 0.58333333 0.57291667 0.51041667 0.59375   ],0.525,0.55,0.78,0.940928270042194,0.929166666666667,0.941666666666667,0.518987341772152,0.460674157303371,0.533153980060136,0.532467532467532,0.532467532467532,0.549366296354248,0.776081424936387,0.751231527093596,0.780438098572179
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svd,40,80,120,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81118881 0.7972028  0.78321678 0.84615385 0.73776224],0.481171548117155,0.560669456066946,0.84748427672956,0.955840455840456,0.938461538461538,0.956643356643357,0.537313432835821,0.648648648648649,0.492293074324324,0.634146341463415,0.7109375,0.549162443693694,0.85145482388974,0.874213836477987,0.84748427672956
svm_model_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.625      0.63541667 0.625      0.609375   0.59473684],0.608150470219436,0.605015673981191,0.631578947368421,0.622620380739082,0.580375782881002,0.648225469728601,0.603174603174603,0.629139072847682,0.609212393566698,0.620481927710843,0.628048780487805,0.604346970889064,0.618181818181818,0.599496221662468,0.631418933773878
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.625      0.62847222 0.60416667 0.60416667 0.57342657],0.54468085106383,0.523404255319149,0.80188679245283,0.889965397923875,0.894297635605007,0.889429763560501,0.573705179282868,0.63716814159292,0.548092267517772,0.582089552238806,0.639344262295082,0.518787175395329,0.807535641547862,0.831236897274633,0.80188679245283
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svd,16,142,158, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.6993007  0.73426573 0.73776224 0.71830986],0.6125,0.575,0.829140461215933,0.90883785664579,0.914565826330532,0.908263305322129,0.638132295719844,0.745454545454545,0.622727272727273,0.640845070422535,0.7,0.563636363636364,0.835187057633974,0.865828092243187,0.829140461215933
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.725      0.7        0.69583333 0.71428571 0.73529412],0.589887640449438,0.620786516853933,0.818658280922432,0.944961896697714,0.933110367892977,0.945652173913044,0.546583850931677,0.488888888888889,0.591035353535353,0.574132492113565,0.517045454545455,0.619633838383838,0.80989010989011,0.772536687631027,0.818658280922432
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdne,16,142,158,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.71848739 0.69327731 0.67226891 0.69747899 0.67372881],0.530555555555556,0.519444444444444,0.804507337526205,0.973526900085397,0.95959595959596,0.973905723905724,0.556430446194226,0.595505617977528,0.531269292505248,0.555269922879177,0.593406593406593,0.518613409062847,0.807831014940752,0.821802935010482,0.804507337526206
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163,6, low_bits_3, svdn,708,236,236,0.6,0.2,0.2, [0.47183099 0.45774648 0.53521127 0.61267606 0.5       ],0.411016949152542,0.521186440677966,0.598305084745763,0.687323943661972,0.689265536723164,0.686440677966102,0.423236514522822,0.451327433628319,0.412655586732859,0.531120331950207,0.547008547008547,0.521403433168139,0.602348993288591,0.61472602739726,0.598470396248966
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.8125     0.74305556 0.78169014 0.8028169  0.76760563],0.584033613445378,0.558823529411765,0.805882352941176,0.961262553802009,0.938375350140056,0.96218487394958,0.626415094339623,0.664,0.579787610619469,0.511627906976744,0.504587155963303,0.554619159377,0.803738317757009,0.800338409475465,0.805845331615863
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65833333 0.6625     0.7375     0.67647059 0.71428571],0.558988764044944,0.558988764044944,0.810796645702306,0.960995850622407,0.968227424749164,0.960702341137124,0.542274052478134,0.540697674418605,0.558392315470172,0.579088471849866,0.58695652173913,0.558013144590495,0.812077043206663,0.817610062893082,0.810796645702306
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.57291667 0.625      0.63541667 0.57291667 0.59375   ],0.5875,0.61875,0.6025,0.681135225375626,0.85,0.602083333333333,0.67,0.82716049382716,0.584466322862947,0.705314009661836,0.829545454545455,0.595328282828283,0.68389662027833,0.841075794621027,0.597008485545807
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6512605  0.56722689 0.62184874 0.62184874 0.62605042],0.579387186629526,0.554317548746518,0.774109014675052,0.898477157360406,0.892436974789916,0.899159663865546,0.567335243553009,0.510309278350515,0.585457669478288,0.493670886075949,0.472727272727273,0.548219306466729,0.766648619382783,0.742138364779874,0.774109014675052
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.42361111 0.54861111 0.51388889 0.51388889 0.45138889],0.45,0.5375,0.7975,1,1,1,0.45,0.432,0.450782608695652,0.531645569620253,0.552631578947368,0.538220551378446,0.796992481203008,0.796327212020033,0.79749804860569
ensemble_model_N32_B134_E166_nb_zones_6_lab_svd,32,134,166,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.69444444 0.75694444 0.76056338 0.71126761 0.76056338],0.668067226890756,0.710084033613445,0.834453781512605,0.930298719772404,0.915966386554622,0.931372549019608,0.70188679245283,0.738095238095238,0.663690476190476,0.727272727272727,0.760330578512397,0.709225118316027,0.838656838656839,0.847682119205298,0.834250615916642
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.5625     0.59574468 0.69148936 0.71276596],0.575949367088608,0.556962025316456,0.807594936708861,0.968684759916493,0.978902953586498,0.968354430379747,0.567741935483871,0.556962025316456,0.575949367088608,0.578313253012048,0.6,0.556410256410256,0.81,0.818181818181818,0.807568066451315
svm_model_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.56666667 0.60416667 0.63445378 0.61764706 0.6512605 ],0.61344537815126,0.596638655462185,0.614255765199161,0.62847790507365,0.64321608040201,0.619765494137354,0.636842105263158,0.643617021276596,0.611749339040665,0.595505617977528,0.627218934911243,0.598183935540728,0.624106230847804,0.640461215932914,0.614255765199161
svm_model_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.65625    0.55208333 0.59895833 0.65625    0.625     ],0.684375,0.665625,0.64375,0.598669623059867,0.5625,0.622916666666667,0.671009771986971,0.620481927710843,0.686864340478798,0.632302405498282,0.647887323943662,0.663831302421269,0.62,0.59010152284264,0.642957165362206
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.84507042 0.83098592 0.76760563 0.76760563 0.78873239],0.572033898305085,0.491525423728814,0.781725888324873,0.947666195190948,0.943661971830986,0.947887323943662,0.615969581749049,0.704347826086957,0.575314408911247,0.534883720930233,0.605263157894737,0.495254529767041,0.789902280130293,0.830479452054795,0.782296582214688
svm_model_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.58333333 0.63541667 0.59375    0.54255319],0.559748427672956,0.59748427672956,0.605527638190955,0.631147540983607,0.644351464435146,0.623430962343096,0.578313253012048,0.631578947368421,0.56277742549144,0.648351648351648,0.686046511627907,0.589598598279707,0.624401913875598,0.650872817955112,0.605183244420594
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55042017 0.57983193 0.60084034 0.59243697 0.52941176],0.543175487465181,0.545961002785515,0.817085953878407,0.98135593220339,0.973109243697479,0.981512605042017,0.583756345177665,0.628415300546448,0.541480377545951,0.572178477690289,0.619318181818182,0.547364008941878,0.821483375959079,0.841719077568134,0.817085953878407
svm_model_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.54861111 0.625      0.53472222 0.61805556 0.65972222],0.6125,0.55,0.628333333333333,0.693366708385482,0.769444444444444,0.659722222222222,0.659340659340659,0.731707317073171,0.609443402126329,0.608695652173913,0.694214876033058,0.548788110285437,0.669139465875371,0.746688741721854,0.62753900173341
svm_model_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.51388889 0.56944444 0.55555556 0.54166667 0.54166667],0.520833333333333,0.5375,0.536666666666667,0.582278481012658,0.638888888888889,0.541666666666667,0.569288389513109,0.64957264957265,0.523973316656243,0.568093385214008,0.61864406779661,0.538830230619616,0.576864535768645,0.636974789915966,0.537495659420793
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200,4, low_bits_4, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.54255319 0.61702128 0.53191489 0.64893617 0.62765957],0.544871794871795,0.57051282051282,0.815856777493606,0.987234042553192,0.987234042553192,0.987234042553192,0.56969696969697,0.643835616438356,0.550833470869781,0.621468926553672,0.679012345679012,0.566172839506173,0.822660098522167,0.858611825192802,0.816074360433551
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.79020979 0.79370629 0.8006993  0.8006993  0.81818182],0.635983263598326,0.644351464435146,0.89727463312369,0.983169705469846,0.98041958041958,0.983216783216783,0.653386454183267,0.773584905660377,0.649950347567031,0.713804713804714,0.796992481203007,0.624911334941126,0.900709219858156,0.931865828092243,0.89727463312369
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.71527778 0.76388889 0.72027972 0.74825175 0.74475524],0.518987341772152,0.552742616033755,0.808700209643606,0.897236002834869,0.882845188284519,0.898884239888424,0.595744680851064,0.651162790697674,0.506136950904393,0.569105691056911,0.648148148148148,0.560508182601206,0.81175863847344,0.824947589098533,0.808700209643606
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svdne,4,196,200,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.575      0.56666667 0.54201681 0.56302521 0.59243697],0.563025210084034,0.53781512605042,0.809748427672956,0.964102564102564,0.944723618090452,0.964824120603015,0.532934131736527,0.497206703910615,0.563210093528341,0.516129032258065,0.49438202247191,0.537693804532045,0.803252032520325,0.776729559748428,0.809748427672956
svm_model_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.65277778 0.56944444 0.52777778 0.51408451 0.55633803],0.546218487394958,0.529411764705882,0.563758389261745,0.616368286445013,0.673184357541899,0.581005586592179,0.6625,0.828125,0.523153409090909,0.6,0.807692307692308,0.560562571756602,0.623733719247467,0.730508474576271,0.565420350244946
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.55416667 0.5625     0.57142857 0.51680672 0.50840336],0.57703081232493,0.543417366946779,0.783018867924528,0.915966386554622,0.912897822445561,0.916247906197655,0.584022038567493,0.563829787234043,0.577772881782702,0.504559270516717,0.49112426035503,0.540774896134962,0.780021253985122,0.769392033542977,0.783018867924528
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svd,8,192,200,8, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.625      0.66842105 0.57368421 0.67368421 0.58947368],0.539432176656151,0.561514195583596,0.773013871374527,0.917853231106243,0.880252100840336,0.921218487394958,0.532051282051282,0.525316455696203,0.539387787596529,0.585074626865672,0.593939393939394,0.560127591706539,0.769230769230769,0.750938673341677,0.773182170215947
svm_model_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.76041667 0.69791667 0.66145833 0.68229167 0.74479167],0.628125,0.646875,0.723125,0.782249742002064,0.789583333333333,0.780208333333333,0.59106529209622,0.544303797468354,0.627090170339115,0.624584717607974,0.630872483221476,0.645845598335884,0.716207559256887,0.710292249047014,0.722919802260285
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163,8, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.8125     0.82631579 0.77368421 0.75263158 0.77894737],0.466876971608833,0.473186119873817,0.687894073139975,0.829581993569132,0.813025210084034,0.832983193277311,0.512968299711816,0.60958904109589,0.477309140430986,0.539944903581267,0.593939393939394,0.468022328548644,0.698721850273889,0.729351969504447,0.68820539651693
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.625      0.59375    0.61458333 0.58510638],0.641509433962264,0.477987421383648,0.798994974874372,0.9581589958159,0.9581589958159,0.9581589958159,0.658682634730539,0.654761904761905,0.640714285714286,0.442953020134228,0.492537313432836,0.479964308890331,0.798488664987406,0.812820512820513,0.799267399267399
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.59375    0.67708333 0.65625    0.53125    0.59375   ],0.5625,0.5875,0.79375,0.938689217758985,0.925,0.939583333333333,0.551282051282051,0.614285714285714,0.568253968253968,0.607142857142857,0.62962962962963,0.586966713548992,0.79297365119197,0.808184143222506,0.794067621733503
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.8125     0.8125     0.86805556 0.81944444 0.82638889],0.495833333333333,0.429166666666667,0.768333333333333,0.971830985915493,0.958333333333333,0.972222222222222,0.529182879377432,0.576271186440678,0.497151986662962,0.449799196787149,0.478632478632479,0.430373149885345,0.771381578947368,0.788235294117647,0.76849781234808
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158,10, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50840336 0.47478992 0.5210084  0.45798319 0.5       ],0.506963788300836,0.481894150417827,0.809748427672956,1,1,1,0.498583569405099,0.483516483516483,0.507294964922084,0.429447852760736,0.395480225988701,0.480707145961383,0.80577849117175,0.789308176100629,0.809748427672956
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.68055556 0.69444444 0.65972222 0.70138889 0.68055556],0.570833333333333,0.595833333333333,0.669166666666667,0.718168812589413,0.697222222222222,0.726388888888889,0.630824372759857,0.633093525179856,0.559121020015671,0.628352490421456,0.677685950413223,0.595145496215015,0.679580306698951,0.679032258064516,0.668826473859844
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.43055556 0.52777778 0.5        0.50704225 0.46478873],0.525210084033613,0.5,0.805042016806723,1,1,1,0.497777777777778,0.466666666666667,0.525706214689266,0.475770925110132,0.442622950819672,0.501483889202939,0.801029159519726,0.779632721202003,0.805213991734673
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200,6, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.61111111 0.63194444 0.61267606 0.5915493 ],0.546218487394958,0.592436974789916,0.812919463087248,0.974789915966386,0.972067039106145,0.974860335195531,0.571428571428571,0.620689655172414,0.548049745618994,0.652329749103943,0.664233576642336,0.579641540796415,0.820883534136546,0.83633387888707,0.81231496009758
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svd,32,134,166, zones, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.71830986 0.68309859 0.71126761 0.70422535],0.614406779661017,0.648305084745763,0.825719120135364,0.954415954415954,0.943661971830986,0.954929577464789,0.64591439688716,0.747747747747748,0.621873873873874,0.674509803921569,0.735042735042735,0.649033972563384,0.830313014827018,0.864493996569468,0.826236981590243
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.39583333 0.41666667 0.50694444 0.5        0.42253521],0.478991596638655,0.495798319327731,0.791107382550335,0.992987377279102,0.988826815642458,0.993016759776536,0.474576271186441,0.470588235294118,0.478991596638655,0.478260869565217,0.5,0.49609375,0.78880407124682,0.792163543441226,0.791123094034663
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.51666667 0.49159664 0.44117647 0.51260504],0.467787114845938,0.420168067226891,0.789308176100629,0.99581589958159,0.996649916247906,0.995812395309883,0.49468085106383,0.505434782608696,0.46659022367429,0.416901408450704,0.427745664739884,0.420394571500377,0.791277258566978,0.79874213836478,0.789308176100629
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.4789916  0.55882353 0.60504202 0.58403361 0.62711864],0.588888888888889,0.519444444444444,0.566037735849057,0.590137429264349,0.614478114478114,0.573232323232323,0.608465608465608,0.664739884393063,0.591728230966585,0.570719602977667,0.614973262032086,0.515579116565176,0.589692765113974,0.623689727463312,0.566037735849057
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.76573427 0.80769231 0.7972028  0.82167832 0.81338028],0.691666666666667,0.654166666666667,0.907232704402515,0.985835694050992,0.974789915966386,0.985994397759104,0.731884057971014,0.801587301587302,0.685881370091896,0.686792452830189,0.798245614035088,0.661027568922306,0.90937019969278,0.930817610062893,0.907232704402516
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.51408451 0.56338028 0.54225352 0.58450704],0.569620253164557,0.561181434599156,0.822091062394604,0.992967651195499,0.991573033707865,0.992977528089888,0.613636363636364,0.686440677966101,0.570111095285572,0.566666666666667,0.612612612612613,0.564242814242814,0.826337448559671,0.858119658119658,0.822570644367649
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.58333333 0.609375   0.63020833 0.625      0.57291667],0.54375,0.584375,0.813125,0.978947368421053,0.96875,0.979166666666667,0.482269503546099,0.444444444444444,0.5395874916833,0.539792387543253,0.496815286624204,0.582763471532961,0.803418803418803,0.773417721518987,0.812634786685419
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.61458333 0.59375    0.4893617  0.5212766  0.62765957],0.462025316455696,0.613924050632911,0.770886075949367,0.924731182795699,0.907172995780591,0.926160337552743,0.451612903225806,0.573770491803279,0.482761534561433,0.634730538922156,0.609195402298851,0.614456856079003,0.770012706480305,0.787012987012987,0.771284271284271
ensemble_model_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.671875   0.609375   0.61458333 0.61979167 0.63020833],0.609375,0.621875,0.7875,0.904276985743381,0.925,0.902083333333333,0.573378839590444,0.556291390728477,0.606548062228144,0.632218844984802,0.63030303030303,0.621603128054741,0.788029925187032,0.793969849246231,0.787532188304708
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.53472222 0.53472222 0.54166667 0.55555556 0.5915493 ],0.543933054393305,0.552301255230126,0.818561872909699,0.99860529986053,0.997214484679666,0.998607242339833,0.562248995983936,0.546875,0.54370777027027,0.548523206751055,0.511811023622047,0.555012654668167,0.819617622610141,0.802931596091205,0.818991571241479
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdne,32,84,116,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.77972028 0.76573427 0.78671329 0.81818182 0.75352113],0.629166666666667,0.591666666666667,0.887316561844864,0.980113636363636,0.966386554621849,0.980392156862745,0.600896860986547,0.558333333333333,0.629166666666667,0.59504132231405,0.6,0.591666666666667,0.885210891617726,0.868972746331237,0.887316561844864
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.44405594 0.51398601 0.46503497 0.46853147 0.52097902],0.497907949790795,0.493723849372385,0.871069182389937,0.996501049685095,0.995804195804196,0.996503496503496,0.482758620689655,0.462809917355372,0.498354111220059,0.497925311203319,0.508474576271186,0.493906709623196,0.870662460567823,0.867924528301887,0.871069182389937
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154,12, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47902098 0.50699301 0.52097902 0.48251748 0.47552448],0.539748953974895,0.523012552301255,0.882599580712788,1,1,1,0.5,0.474137931034483,0.537881973647323,0.547619047619048,0.560975609756098,0.521867115222876,0.882229232386961,0.879454926624738,0.882599580712788
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.69230769 0.6993007  0.68181818 0.6958042  0.6993007 ],0.497907949790795,0.464435146443515,0.677148846960168,0.740845070422535,0.735664335664336,0.742657342657343,0.568345323741007,0.68695652173913,0.50476858345021,0.542857142857143,0.612903225806452,0.458625525946704,0.688574317492417,0.713836477987421,0.677148846960168
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.52083333 0.5625     0.56302521 0.56722689 0.60504202],0.518207282913165,0.582633053221289,0.799266247379455,0.947368421052632,0.934673366834171,0.948073701842546,0.522222222222222,0.525139664804469,0.518187809930325,0.598382749326146,0.623595505617977,0.58274747347938,0.79937139863803,0.79979035639413,0.799266247379455
ensemble_model_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59663866 0.58823529 0.62184874 0.60504202 0.62184874],0.623955431754875,0.618384401114206,0.807651991614256,0.921030756442228,0.93109243697479,0.920168067226891,0.652956298200514,0.686486486486486,0.621978875427151,0.645994832041344,0.718390804597701,0.621357564461013,0.81455280444669,0.844863731656184,0.807651991614256
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.67361111 0.66197183 0.54929577 0.6056338  0.61971831],0.544303797468354,0.485232067510549,0.780775716694772,0.957507082152974,0.949438202247191,0.957865168539326,0.55,0.540983606557377,0.544404846756949,0.491666666666667,0.52212389380531,0.486868398515558,0.780775716694772,0.7834179357022,0.780784598103201
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.68333333 0.7375     0.69327731 0.71848739 0.68487395],0.546218487394958,0.593837535014006,0.788259958071279,0.916595012897678,0.892797319932998,0.918760469011725,0.575916230366492,0.601092896174863,0.54479932165065,0.604904632152589,0.637931034482759,0.594921801394385,0.788702928870293,0.790356394129979,0.788259958071279
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.57638889 0.56944444 0.52083333 0.58333333 0.62676056],0.539748953974895,0.577405857740586,0.569397993311037,0.503267973856209,0.428969359331476,0.576601671309192,0.455445544554455,0.370967741935484,0.546353436185133,0.454054054054054,0.362068965517241,0.571278385197645,0.484484484484485,0.404006677796327,0.569675030690458
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7        0.66666667 0.73333333 0.72083333 0.67226891],0.554929577464789,0.546478873239437,0.770440251572327,0.89802913453299,0.874791318864775,0.900667779632721,0.526946107784431,0.49438202247191,0.555100615755729,0.498442367601246,0.451977401129944,0.546213419666095,0.7596048298573,0.725366876310273,0.770440251572327
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svd,26,137,163,8, low_bits_4_shifted_2, svd,948,316,316,0.6,0.2,0.2, [0.75263158 0.77368421 0.68947368 0.75263158 0.7393617 ],0.544303797468354,0.550632911392405,0.756962025316456,0.893246187363834,0.864978902953586,0.89662447257384,0.604395604395604,0.683229813664596,0.541614906832298,0.584795321637427,0.632911392405063,0.550632911392405,0.763546798029557,0.781841109709962,0.7568671876377
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163,6, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.68055556 0.66901408 0.66901408 0.5915493  0.64084507],0.632911392405063,0.60337552742616,0.828836424957841,0.96927374301676,0.974719101123596,0.969101123595506,0.635983263598326,0.678571428571429,0.635285714285714,0.624,0.678260869565217,0.60552387740556,0.831535269709544,0.859348198970841,0.82934242452688
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.56666667 0.57142857 0.61344538 0.55042017 0.59243697],0.558659217877095,0.564245810055866,0.806603773584905,0.953820319059614,0.953020134228188,0.953859060402684,0.608910891089109,0.647368421052632,0.552850877192983,0.59375,0.678571428571429,0.570864661654135,0.813542193026781,0.843815513626834,0.806603773584905
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.54166667 0.54929577 0.47183099 0.42957746 0.46478873],0.556962025316456,0.540084388185654,0.806913996627319,0.978540772532189,0.960674157303371,0.978932584269663,0.560669456066946,0.582608695652174,0.557697790449038,0.506787330316742,0.48695652173913,0.53856022808268,0.802415875754961,0.793515358361775,0.806757679180887
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.70138889 0.72916667 0.69014085 0.72535211],0.5,0.53781512605042,0.684563758389262,0.795549374130737,0.798882681564246,0.794692737430168,0.461538461538462,0.467889908256881,0.497510845601309,0.5703125,0.561538461538462,0.53539886039886,0.68561872909699,0.68676716917923,0.68456005517785
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.45774648 0.54225352 0.50704225 0.48591549 0.57042254],0.5,0.457627118644068,0.785109983079526,0.988700564971751,0.985915492957746,0.988732394366197,0.512396694214876,0.504065040650406,0.499820130944672,0.418181818181818,0.438095238095238,0.455688840421665,0.782905982905983,0.785591766723842,0.785116417585627
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.58333333 0.59375    0.61578947 0.62105263],0.544025157232704,0.531446540880503,0.74748743718593,0.886792452830189,0.884937238493724,0.887029288702929,0.56973293768546,0.581818181818182,0.542543077837195,0.538699690402477,0.583892617449664,0.53454985902069,0.75092936802974,0.765151515151515,0.747575757575758
svm_model_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5625     0.5        0.60416667 0.54225352 0.52816901],0.53781512605042,0.504201680672269,0.540268456375839,0.522388059701493,0.488826815642458,0.553072625698324,0.476190476190476,0.458715596330275,0.531683379560486,0.468468468468469,0.422764227642277,0.507034287734182,0.502722323049002,0.469491525423729,0.539563038459373
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.73958333 0.75347222 0.65734266 0.72027972 0.74475524],0.493670886075949,0.459915611814346,0.870020964360587,1,1,1,0.51219512195122,0.520661157024793,0.493089199202052,0.488,0.525862068965517,0.461278141920775,0.871502590673575,0.881551362683438,0.870020964360587
ensemble_model_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.71354167 0.72916667 0.71578947 0.73684211 0.73684211],0.610062893081761,0.572327044025157,0.8,0.937768240343348,0.916142557651992,0.939203354297694,0.614906832298137,0.638709677419355,0.610765881654463,0.604651162790698,0.65,0.571835443037975,0.801001251564455,0.808080808080808,0.800030378977747
svm_model_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.55208333 0.63541667 0.61458333 0.61458333],0.51875,0.55,0.6025,0.719734660033168,0.904166666666667,0.647916666666667,0.620689655172414,0.851351351351351,0.541954745443118,0.625,0.75,0.55,0.681362725450902,0.862944162436548,0.606348928508915
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.58333333 0.5625     0.60416667 0.54929577 0.59859155],0.550420168067227,0.529411764705882,0.765939597315436,0.914285714285714,0.893854748603352,0.916201117318436,0.515837104072398,0.483050847457627,0.549858757062147,0.45631067961165,0.435185185185185,0.521438746438746,0.752440106477373,0.726027397260274,0.765151856524874
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.734375   0.671875   0.76041667 0.73684211 0.77368421],0.544025157232704,0.534591194968553,0.783291457286432,0.9447983014862,0.930962343096234,0.945606694560669,0.579710144927536,0.591715976331361,0.540824431118701,0.540372670807453,0.540372670807453,0.534517545594809,0.785581106277191,0.782178217821782,0.783308496665993
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.79166667 0.796875   0.78947368 0.81052632 0.76315789],0.553459119496855,0.528301886792453,0.736477987421384,0.859668508287293,0.815513626834382,0.866876310272536,0.584795321637427,0.609756097560976,0.551631295533735,0.556213017751479,0.576687116564417,0.527053235701563,0.735646687697161,0.725124378109453,0.736607990581444
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.47058824 0.51260504 0.49579832 0.53361345 0.52966102],0.472222222222222,0.527777777777778,0.511006289308176,0.592750533049041,0.702020202020202,0.517676767676768,0.538834951456311,0.6,0.468571428571429,0.610091743119266,0.76,0.534054054054054,0.586252771618625,0.692872117400419,0.511006289308176
ensemble_model_v2_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200, zones, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.60416667 0.625      0.66315789 0.66315789],0.531446540880503,0.581761006289308,0.787688442211055,0.941787941787942,0.947698744769874,0.94142259414226,0.55786350148368,0.643835616438356,0.539941064033132,0.625352112676056,0.672727272727273,0.578193701723113,0.795646916565901,0.833967046894803,0.788091867158485
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.86713287 0.83566434 0.83916084 0.83216783 0.81690141],0.6125,0.591666666666667,0.884171907756813,0.978962131837307,0.977591036414566,0.978991596638655,0.632411067193676,0.707964601769911,0.617761828444011,0.637037037037037,0.677165354330709,0.586370287784823,0.886608517188302,0.905660377358491,0.884171907756813
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200,6, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.66197183 0.64788732 0.64788732 0.61971831],0.481012658227848,0.540084388185654,0.765598650927487,0.93371757925072,0.910112359550562,0.935393258426966,0.50996015936255,0.53781512605042,0.480771969804871,0.555102040816327,0.581196581196581,0.540598290598291,0.766386554621849,0.77027027027027,0.765606515606515
svm_model_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55882353 0.61764706 0.62184874 0.57983193 0.64285714],0.571030640668524,0.573816155988858,0.593291404612159,0.630417651694247,0.672268907563025,0.605882352941177,0.605128205128205,0.644808743169399,0.56956346249379,0.602597402597403,0.659090909090909,0.575447093889717,0.620352250489237,0.664570230607967,0.593291404612159
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.578125   0.55729167 0.58947368 0.61052632],0.553459119496855,0.572327044025157,0.78894472361809,0.939075630252101,0.935146443514644,0.939330543933054,0.535947712418301,0.525641025641026,0.552943969610636,0.552631578947368,0.509090909090909,0.574806892453951,0.784891165172855,0.76720901126408,0.789026952038093
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.58333333 0.53125    0.52083333 0.60638298],0.534591194968553,0.515723270440252,0.805276381909548,0.99163179916318,0.99163179916318,0.99163179916318,0.574712643678161,0.581395348837209,0.530423701815865,0.56,0.604938271604938,0.514007597340931,0.812575574365175,0.827586206896552,0.804818744473917
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.6875     0.63986014 0.66083916 0.7027972  0.68531469],0.617647058823529,0.65546218487395,0.709643605870021,0.740992522093814,0.761173184357542,0.733938547486034,0.640316205533597,0.723214285714286,0.623511904761905,0.691729323308271,0.73015873015873,0.650793650793651,0.721608040201005,0.752620545073375,0.709643605870021
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.67013889 0.69791667 0.63986014 0.63986014],0.550847457627119,0.605932203389831,0.702830188679245,0.720364741641337,0.66016713091922,0.743732590529248,0.56198347107438,0.548387096774194,0.550979262672811,0.617283950617284,0.669642857142857,0.609014976958525,0.68517490283176,0.646750524109015,0.702830188679245
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.58333333 0.49295775 0.65492958 0.57042254 0.61971831],0.531645569620253,0.535864978902954,0.799325463743676,0.976157082748948,0.97752808988764,0.976123595505618,0.557768924302789,0.555555555555556,0.53003003003003,0.552845528455285,0.623853211009174,0.542395355504587,0.803305785123967,0.822335025380711,0.799402806808002
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.70138889 0.76388889 0.71527778 0.70138889 0.72916667],0.504166666666667,0.516666666666667,0.780833333333333,0.96011396011396,0.936111111111111,0.961111111111111,0.461538461538462,0.463636363636364,0.501048951048951,0.528455284552846,0.537190082644628,0.51649420098618,0.775021385799829,0.766497461928934,0.780621473164795
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.70138889 0.64583333 0.66666667 0.61971831 0.64084507],0.546218487394958,0.512605042016807,0.662751677852349,0.751396648044693,0.751396648044693,0.751396648044693,0.538461538461538,0.508064516129032,0.547891907187323,0.5,0.513274336283186,0.512637168141593,0.65989847715736,0.65546218487395,0.662739467646355
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.63333333 0.68333333 0.68067227 0.61764706 0.63865546],0.540616246498599,0.532212885154062,0.626834381551363,0.682764363030808,0.68676716917923,0.680904522613065,0.575129533678757,0.616666666666667,0.539971751412429,0.561679790026247,0.604519774011299,0.532815442561205,0.638211382113821,0.658280922431866,0.626834381551363
svm_model_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55729167 0.58854167 0.63020833 0.55729167 0.51578947],0.633228840125392,0.58307210031348,0.617167919799499,0.621989528795812,0.620041753653445,0.623173277661795,0.606060606060606,0.545454545454545,0.636363636363636,0.526690391459075,0.468354430379747,0.582003302146395,0.60143509458578,0.574812967581047,0.617381294873647
svm_model_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.51736111 0.60763889 0.50699301 0.48951049 0.4965035 ],0.527426160337553,0.531645569620253,0.618448637316562,0.635379061371841,0.613668061366806,0.647838214783822,0.495495495495496,0.482456140350877,0.525780915703894,0.550607287449393,0.552845528455285,0.530808729139923,0.607335490830636,0.590146750524109,0.618448637316562
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.81118881 0.8041958  0.8951049  0.82517483 0.81690141],0.616666666666667,0.633333333333333,0.905660377358491,1,1,1,0.666666666666667,0.793103448275862,0.622358175750834,0.685714285714286,0.774193548387097,0.628476084538376,0.909274193548387,0.945492662473795,0.905660377358491
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.64583333 0.60416667 0.5        0.58333333],0.525,0.5625,0.79875,0.968287526427061,0.954166666666667,0.96875,0.530864197530864,0.518072289156626,0.52526991081208,0.556962025316456,0.556962025316456,0.562431629942178,0.796973518284994,0.786069651741293,0.798813720343009
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.70629371 0.68181818 0.66783217 0.67132867 0.65384615],0.514644351464435,0.506276150627615,0.812893081761006,0.914878892733564,0.924475524475524,0.913986013986014,0.573529411764706,0.68421052631579,0.522105263157895,0.559701492537313,0.6,0.501754385964912,0.82015113350126,0.853249475890985,0.812893081761006
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svd,26,137,163,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.703125   0.75520833 0.8        0.74210526 0.69473684],0.518867924528302,0.493710691823899,0.760377358490566,0.928495197438634,0.911949685534591,0.929769392033543,0.598425196850394,0.703703703703704,0.51531339031339,0.558904109589041,0.658064516129032,0.497743914506234,0.773618538324421,0.819899244332494,0.760452134729061
svm_model_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.54166667 0.57638889 0.52083333 0.49305556 0.54166667],0.583333333333333,0.545833333333333,0.549166666666667,0.546448087431694,0.555555555555556,0.538888888888889,0.62406015037594,0.68595041322314,0.582471004930898,0.511210762331838,0.548076923076923,0.546097285067873,0.556920556920557,0.581196581196581,0.549947884094226
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200,10, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5375     0.5625     0.57916667 0.60504202 0.52521008],0.51685393258427,0.578651685393258,0.828092243186583,0.994983277591973,0.994983277591973,0.994983277591973,0.519553072625698,0.5,0.517647058823529,0.545454545454546,0.529411764705882,0.576533839342188,0.825902335456476,0.815513626834382,0.828092243186583
ensemble_model_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.53472222 0.45833333 0.51408451 0.52816901 0.54225352],0.495798319327731,0.516806722689076,0.802521008403361,1,1,1,0.548872180451128,0.584,0.491115044247788,0.465116279069767,0.434782608695652,0.514139271827501,0.803347280334728,0.804020100502513,0.802515952443499
ensemble_model_v2_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.57563025 0.6302521  0.57563025 0.57563025 0.57627119],0.588888888888889,0.586111111111111,0.782494758909853,0.901502504173623,0.909090909090909,0.900673400673401,0.54320987654321,0.478260869565217,0.591403162055336,0.538699690402477,0.494318181818182,0.584115612648221,0.775067750677507,0.749475890985325,0.782494758909853
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.51680672 0.50840336 0.48319328 0.51680672 0.51680672],0.473537604456825,0.467966573816156,0.796121593291405,0.992455993294216,0.994957983193277,0.992436974789916,0.473537604456825,0.474860335195531,0.473541278708876,0.449567723342939,0.433333333333333,0.468063314711359,0.795155344918378,0.791404612159329,0.796121593291405
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.84375    0.84265734 0.83216783 0.81118881 0.81468531],0.567226890756302,0.508403361344538,0.876310272536688,0.988716502115656,0.979050279329609,0.988826815642458,0.554112554112554,0.533333333333333,0.567514124293785,0.493506493506493,0.483050847457627,0.50819209039548,0.874468085106383,0.861635220125786,0.876310272536688
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.54861111 0.61805556 0.6056338  0.64788732 0.58450704],0.579831932773109,0.521008403361345,0.787394957983193,0.945147679324894,0.941176470588235,0.945378151260504,0.621212121212121,0.650793650793651,0.575396825396825,0.532786885245902,0.580357142857143,0.524305555555556,0.792452830188679,0.811764705882353,0.787394957983193
svm_model_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.55729167 0.58333333 0.58421053 0.54736842 0.58421053],0.540880503144654,0.540880503144654,0.564779874213836,0.558498896247241,0.530398322851153,0.580712788259958,0.467153284671533,0.412903225806452,0.537739956461508,0.455223880597015,0.383647798742138,0.540880503144654,0.522099447513812,0.47787610619469,0.564344811545405
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163, zones, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.703125   0.734375   0.72395833 0.70833333 0.75263158],0.573667711598746,0.592476489028213,0.795739348370927,0.938144329896907,0.949895615866388,0.937369519832985,0.575,0.601307189542484,0.57474998031341,0.610778443113772,0.658064516129032,0.594276160503541,0.799261083743842,0.824650571791614,0.796132455240677
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svdne,8,192,200,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.59895833 0.58333333 0.59895833 0.640625   0.58854167],0.546875,0.609375,0.5925,0.605371900826446,0.610416666666667,0.602083333333333,0.536741214057508,0.575342465753425,0.549165485750275,0.613003095975232,0.61875,0.609375,0.593516209476309,0.60559796437659,0.592725272114585
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.74736842 0.79473684 0.73684211 0.73157895 0.68085106],0.544303797468354,0.512658227848101,0.777848101265823,0.942328618063112,0.913502109704641,0.944092827004219,0.583815028901734,0.612121212121212,0.54115994380895,0.56,0.616352201257862,0.511997756679886,0.782662538699691,0.791979949874687,0.777703529924556
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71354167 0.73157895 0.69473684 0.66315789 0.73157895],0.602523659305994,0.586750788643533,0.825346784363178,0.978813559322034,0.970588235294117,0.978991596638656,0.546762589928057,0.484076433121019,0.60141321656051,0.57328990228013,0.539877300613497,0.588120468488567,0.818835840418574,0.78643216080402,0.825494561414668
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.82867133 0.82517483 0.81818182 0.83916084 0.79225352],0.566666666666667,0.6,0.870545073375262,0.967155835080363,0.969187675070028,0.967086834733894,0.646258503401361,0.805084745762712,0.570575159766602,0.677852348993289,0.827868852459016,0.596137816060017,0.877904102817598,0.930817610062893,0.870545073375262
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120, zones, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63888889 0.55244755 0.58741259 0.59090909 0.55594406],0.512605042016807,0.470588235294118,0.868448637316562,0.993728222996516,0.995810055865922,0.993715083798883,0.528455284552846,0.575221238938053,0.515610619469027,0.519083969465649,0.544,0.466690265486726,0.870818322182192,0.886792452830189,0.868448637316562
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.76388889 0.77777778 0.71126761 0.67605634 0.75352113],0.53781512605042,0.554621848739496,0.789075630252101,0.950071326676177,0.932773109243698,0.950980392156863,0.56,0.588235294117647,0.53781512605042,0.589147286821705,0.589147286821705,0.551454377355807,0.792390405293631,0.791735537190083,0.789030161757434
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.46527778 0.51388889 0.52112676 0.45774648 0.54225352],0.466386554621849,0.525210084033613,0.54453781512605,0.591891891891892,0.61344537815126,0.57703081232493,0.50965250965251,0.536585365853659,0.463944856839873,0.54251012145749,0.563025210084034,0.525210084033613,0.565008025682183,0.587646076794658,0.544246050241661
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.65972222 0.54861111 0.69014085 0.64788732 0.59859155],0.57563025210084,0.588235294117647,0.787394957983193,0.924581005586592,0.927170868347339,0.92436974789916,0.525821596244132,0.478632478632479,0.574026983117892,0.533333333333333,0.491228070175439,0.584323712507074,0.777875329236172,0.753401360544218,0.786999683594368
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.73426573 0.70629371 0.69230769 0.72727273 0.73591549],0.595833333333333,0.5,0.870020964360587,0.978215038650738,0.974789915966386,0.978291316526611,0.625482625482626,0.637795275590551,0.593233920981116,0.52,0.575221238938053,0.504146052539893,0.871635610766045,0.882599580712788,0.870020964360587
svm_model_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200,6, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.68055556 0.67361111 0.61111111 0.61805556 0.63888889],0.545833333333333,0.6125,0.628333333333333,0.677248677248677,0.711111111111111,0.661111111111111,0.558704453441295,0.543307086614173,0.545989826492927,0.593886462882096,0.62962962962963,0.614057239057239,0.637987012987013,0.660504201680672,0.628599208278353
svm_model_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200,8, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.58947368 0.62105263 0.61578947 0.59473684 0.63297872],0.598101265822785,0.534810126582278,0.59746835443038,0.571090047393365,0.508438818565401,0.618143459915612,0.613981762917933,0.635220125786163,0.597864839963145,0.55045871559633,0.612244897959184,0.539850259630479,0.576,0.553846153846154,0.596923076923077
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.5        0.57638889 0.54225352 0.52816901 0.5       ],0.478991596638655,0.542016806722689,0.804201680672269,1,1,1,0.507936507936508,0.474074074074074,0.479755483638979,0.528138528138528,0.521367521367521,0.541675496220951,0.805346700083542,0.791461412151067,0.804508675094466
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.54166667 0.55       0.61344538 0.5210084  0.57983193],0.560224089635854,0.565826330532213,0.810796645702306,0.95843935538592,0.946398659966499,0.958961474036851,0.587926509186352,0.622222222222222,0.55969868173258,0.579945799457995,0.604519774011299,0.566148775894539,0.812856402280974,0.821802935010482,0.810796645702306
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.73958333 0.77083333 0.76041667 0.73958333],0.6,0.575,0.74875,0.856548856548856,0.858333333333333,0.85625,0.655913978494624,0.726190476190476,0.593358395989975,0.630434782608696,0.674418604651163,0.566939032055311,0.763807285546416,0.792682926829268,0.747623514696685
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65734266 0.65384615 0.70629371 0.73076923 0.68531469],0.619246861924686,0.552301255230126,0.687106918238994,0.697956093868281,0.644755244755245,0.720979020979021,0.584474885844749,0.576576576576577,0.616413288288288,0.559670781893004,0.53125,0.553913288288288,0.665171060011217,0.621593291404612,0.687106918238994
svm_model_N8_B192_E200_nb_zones_10_lab_svd,8,192,200,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.66386555 0.59243697 0.6302521  0.65546218 0.65677966],0.655555555555556,0.644444444444444,0.642033542976939,0.58755980861244,0.516835016835017,0.637205387205387,0.663043478260869,0.67032967032967,0.655389554265959,0.642458100558659,0.646067415730337,0.64446227929374,0.614342179559571,0.570230607966457,0.642033542976939
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166, zones, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.57638889 0.51388889 0.54861111 0.51408451],0.506276150627615,0.476987447698745,0.788461538461538,0.985994397759104,0.98050139275766,0.986072423398329,0.516393442622951,0.508064516129032,0.506206171107994,0.468085106382979,0.495495495495496,0.478216497747748,0.787929589270746,0.791245791245791,0.788480038480038
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.640625   0.58854167 0.65625    0.63020833 0.67894737],0.5141065830721,0.554858934169279,0.785087719298246,0.950854700854701,0.92901878914405,0.951983298538622,0.498381877022654,0.5,0.513636363636364,0.547770700636943,0.554838709677419,0.554858379228954,0.779987171263631,0.771573604060914,0.784920465396793
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.80902778 0.83216783 0.83566434 0.82867133 0.81468531],0.533613445378151,0.588235294117647,0.871593291404612,0.974647887323944,0.966480446927374,0.974860335195531,0.590405904059041,0.707964601769911,0.541982300884956,0.652482269503546,0.736,0.580389380530973,0.875823618854536,0.905660377358491,0.871593291404612
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svd,16,142,158,12, low_bits_4_shifted_2, svd,1440,480,480,0.6,0.2,0.2, [0.65625    0.71527778 0.67708333 0.73263889 0.67361111],0.55982905982906,0.542735042735043,0.722746331236897,0.765613519470977,0.723611111111111,0.778472222222222,0.572614107883817,0.552,0.560403669724771,0.532751091703057,0.559633027522936,0.543816513761468,0.711086837793555,0.682389937106918,0.722746331236897
svm_model_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60069444 0.61538462 0.59440559 0.56293706 0.58741259],0.521008403361345,0.584033613445378,0.582809224318658,0.549110595514308,0.495810055865922,0.592877094972067,0.508620689655172,0.475806451612903,0.522990945104697,0.563876651982379,0.56140350877193,0.583121109224675,0.545662100456621,0.50104821802935,0.582809224318658
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svdne,8,192,200,8, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.6        0.56315789 0.58421053 0.57894737 0.60106383],0.575949367088608,0.572784810126582,0.796835443037975,0.944444444444444,0.932489451476793,0.945147679324894,0.645502645502645,0.739393939393939,0.568372466385712,0.617563739376771,0.67283950617284,0.570185986852654,0.80743851229754,0.84019975031211,0.796223110072615
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200,6, low_bits_4, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.66901408 0.62676056 0.5915493  0.61267606 0.58450704],0.572033898305085,0.559322033898305,0.598138747884941,0.608695652173913,0.591549295774648,0.619718309859155,0.632727272727273,0.763157894736842,0.578300258843831,0.646258503401361,0.772357723577236,0.54989567594791,0.622716441620334,0.662162162162162,0.598030233623454
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.79370629 0.78671329 0.7972028  0.76573427 0.76573427],0.564853556485356,0.619246861924686,0.864255765199161,0.954415954415954,0.937062937062937,0.955244755244755,0.617647058823529,0.75,0.575787401574803,0.656603773584906,0.68503937007874,0.614841113610799,0.866563626996394,0.881551362683438,0.864255765199161
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.5        0.52447552 0.52797203 0.47552448 0.47902098],0.487394957983193,0.470588235294118,0.866876310272536,0.99581589958159,0.997206703910614,0.995810055865922,0.440366972477064,0.436363636363636,0.483806818181818,0.503937007874016,0.5,0.468181818181818,0.866736621196223,0.865828092243187,0.866876310272537
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svd,4,196,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.55944056 0.56993007 0.56293706 0.61888112 0.5915493 ],0.566666666666667,0.5375,0.578616352201258,0.562081784386617,0.529411764705882,0.587535014005602,0.555555555555556,0.52,0.568695652173913,0.47887323943662,0.443478260869565,0.533739130434783,0.551339285714286,0.517819706498952,0.578616352201258
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68947368 0.68421053 0.72631579 0.62631579 0.72105263],0.550632911392405,0.594936708860759,0.829329962073325,1,1,1,0.591954022988506,0.628048780487805,0.54757702182285,0.621301775147929,0.67741935483871,0.596473652574634,0.834963325183374,0.860201511335012,0.82921243079441
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.5        0.49473684 0.51052632 0.53157895 0.56315789],0.582278481012658,0.556962025316456,0.804045512010114,0.959830866807611,0.95578947368421,0.96,0.6,0.61875,0.581810897435897,0.567901234567901,0.567901234567901,0.556677890011223,0.80625,0.809284818067754,0.804005466358718
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.66666667 0.54166667 0.61111111 0.58333333 0.6056338 ],0.598326359832636,0.531380753138075,0.776755852842809,0.918844566712517,0.930362116991644,0.917827298050139,0.647058823529412,0.67175572519084,0.590507492225049,0.555555555555556,0.608695652173913,0.534186535764376,0.786570743405276,0.813223140495868,0.776323922193788
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61111111 0.63888889 0.6875     0.65492958 0.70422535],0.521008403361345,0.512605042016807,0.76006711409396,0.92156862745098,0.918994413407821,0.921787709497207,0.558139534883721,0.585365853658537,0.518769883351007,0.553846153846154,0.642857142857143,0.51984126984127,0.767857142857143,0.797639123102867,0.760255287761784
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.80208333 0.89583333 0.79787234 0.81914894 0.79787234],0.569620253164557,0.5,0.813924050632911,1,1,1,0.609195402298851,0.630952380952381,0.56547619047619,0.521212121212121,0.581081081081081,0.504826254826255,0.819188191881919,0.843037974683544,0.813924050632911
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.60416667 0.58450704 0.56338028 0.53521127],0.554621848739496,0.521008403361345,0.8,0.974860335195531,0.977591036414566,0.974789915966386,0.57258064516129,0.62280701754386,0.557371250707414,0.512820512820513,0.46875,0.525284090909091,0.801335559265442,0.801335559265442,0.79999096068179
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72268908 0.70168067 0.68907563 0.71008403 0.74369748],0.495821727019499,0.479108635097493,0.774633123689728,0.947368421052632,0.93781512605042,0.947899159663866,0.506811989100817,0.513812154696133,0.495670122291886,0.484848484848485,0.49438202247191,0.479235210130983,0.774633123689728,0.774633123689728,0.774633123689728
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.69230769 0.67482517 0.65384615 0.63636364 0.66549296],0.7,0.6375,0.690775681341719,0.704996577686516,0.721288515406162,0.698179271708683,0.716535433070866,0.752066115702479,0.699562469615946,0.644897959183674,0.663865546218487,0.637717897076186,0.698979591836735,0.718029350104822,0.690775681341719
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.82291667 0.80208333 0.80208333 0.78125   ],0.65625,0.55,0.74,0.813793103448276,0.7375,0.83125,0.678362573099415,0.725,0.65625,0.586206896551724,0.62962962962963,0.548992030004688,0.733333333333333,0.713216957605985,0.740067125419534
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.48611111 0.50694444 0.50694444 0.53521127],0.518828451882845,0.489539748953975,0.801839464882943,1,1,1,0.454976303317536,0.413793103448276,0.515839641155032,0.483050847457627,0.441860465116279,0.493657505285412,0.79656652360515,0.768211920529801,0.802180284589225
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.60526316 0.61052632 0.56315789 0.67368421 0.59473684],0.575949367088608,0.588607594936709,0.81795195954488,0.974736842105263,0.974736842105263,0.974736842105263,0.550335570469799,0.529032258064516,0.575075135243438,0.596273291925466,0.607594936708861,0.588607594936709,0.81656050955414,0.813451776649746,0.817934956334949
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.65034965 0.65384615 0.63986014 0.66433566 0.6584507 ],0.591666666666667,0.575,0.821278825995807,0.901191310441486,0.900560224089636,0.901260504201681,0.654929577464789,0.7265625,0.58203125,0.613636363636364,0.723214285714286,0.584263392857143,0.827341772151899,0.856394129979036,0.821278825995807
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158,10, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52083333 0.57916667 0.525      0.5210084  0.52941176],0.502808988764045,0.508426966292135,0.815513626834382,1,1,1,0.501408450704225,0.511494252873563,0.502999873689529,0.517906336088154,0.516483516483517,0.508241758241758,0.816091954022988,0.818658280922432,0.815513626834382
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.62184874 0.67647059 0.6302521  0.62184874 0.58898305],0.616666666666667,0.594444444444444,0.635220125786163,0.668810289389068,0.7003367003367,0.653198653198653,0.661764705882353,0.741758241758242,0.615261143351031,0.640394088669951,0.730337078651685,0.595937770095073,0.661807580174927,0.713836477987421,0.635220125786163
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svd,32,134,166,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.82291667 0.8125     0.76595745 0.87234043 0.82978723],0.607594936708861,0.569620253164557,0.80126582278481,0.941684665226782,0.919831223628692,0.943037974683544,0.673684210526316,0.752941176470588,0.595648670427075,0.634408602150538,0.710843373493976,0.562088353413655,0.812872467222884,0.841975308641975,0.800208433541767
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.75520833 0.71875    0.75263158 0.76842105],0.547169811320755,0.5,0.774497487437186,0.940928270042194,0.933054393305439,0.941422594142259,0.588571428571429,0.673202614379085,0.551752822341058,0.578249336870027,0.668711656441718,0.495646150801504,0.785671641791045,0.828715365239295,0.774633371842705
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.575      0.56666667 0.50833333 0.575      0.56302521],0.526760563380282,0.498591549295775,0.790880503144654,0.95519864750634,0.943238731218698,0.95575959933222,0.517241379310345,0.517241379310345,0.526576490760145,0.482558139534884,0.458563535911602,0.499396710484537,0.7872,0.773584905660377,0.790880503144654
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.73157895 0.72105263 0.75263158 0.74210526 0.69680851],0.604430379746835,0.566455696202532,0.777215189873418,0.903846153846154,0.892405063291139,0.90506329113924,0.659400544959128,0.720238095238095,0.596605534105534,0.611898016997167,0.705882352941176,0.570732587513533,0.78743961352657,0.820125786163522,0.776941873973481
svm_model_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.77777778 0.78472222 0.73239437 0.82394366 0.72535211],0.579831932773109,0.571428571428571,0.73109243697479,0.829479768786127,0.803921568627451,0.834733893557423,0.6,0.609756097560976,0.578791092258749,0.578512396694215,0.598290598290598,0.571872571872572,0.72972972972973,0.723618090452261,0.731117645563399
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.59027778 0.6971831  0.58450704 0.61267606],0.584033613445378,0.525210084033613,0.802521008403361,0.967468175388968,0.957983193277311,0.967787114845938,0.585774058577406,0.588235294117647,0.584033613445378,0.567049808429119,0.601626016260163,0.522552138564864,0.805302402651201,0.81135225375626,0.80246123686121
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.82291667 0.78125    0.8125     0.82978723 0.69148936],0.582278481012658,0.493670886075949,0.815656565656566,1,1,1,0.602409638554217,0.609756097560976,0.581193838254172,0.5,0.512820512820513,0.493910256410256,0.817955112219451,0.824120603015075,0.815613600999924
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.5625     0.53645833 0.60526316 0.60526316 0.53684211],0.50314465408805,0.518867924528302,0.652201257861635,0.757028112449799,0.790356394129979,0.746331236897274,0.540697674418605,0.588607594936709,0.503678797468354,0.511182108626198,0.509554140127389,0.518752225343197,0.665456745311555,0.694444444444444,0.652360066833751
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.71875    0.73958333 0.75531915 0.76595745],0.620253164556962,0.544303797468354,0.781565656565657,0.90989010989011,0.869747899159664,0.913865546218488,0.634146341463415,0.753623188405797,0.635238560495033,0.595505617977528,0.670886075949367,0.544303797468354,0.782936010037641,0.808290155440414,0.782223895454197
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69444444 0.71328671 0.68181818 0.67832168 0.68531469],0.651260504201681,0.563025210084034,0.868448637316562,0.955182072829131,0.952513966480447,0.955307262569832,0.591133004926108,0.545454545454545,0.643821022727273,0.509433962264151,0.421875,0.574573863636364,0.863809007053717,0.834381551362683,0.868448637316562
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,954,318,318,0.6,0.2,0.2, [0.609375   0.58854167 0.59473684 0.59473684 0.60526316],0.547169811320755,0.562893081761006,0.794968553459119,0.954784437434279,0.951781970649895,0.954926624737946,0.586206896551724,0.625766871165644,0.545141500098951,0.558730158730159,0.602739726027397,0.565904746734629,0.798017348203222,0.819338422391857,0.795241350499411
svm_model_N26_B137_E163_nb_zones_10_lab_svd,26,137,163,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.7394958  0.68487395 0.70168067 0.71428571 0.70762712],0.569444444444444,0.583333333333333,0.715408805031446,0.802325581395349,0.813131313131313,0.7996632996633,0.595300261096606,0.629834254143646,0.569107071205901,0.642857142857143,0.754189944134078,0.584277292509028,0.729446935724963,0.767295597484277,0.715408805031446
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.59027778 0.57638889 0.57638889 0.61111111 0.53472222],0.55,0.575,0.779166666666667,0.921985815602837,0.902777777777778,0.923611111111111,0.495327102803738,0.460869565217391,0.546434782608696,0.564102564102564,0.511627906976744,0.580138277812696,0.770164787510841,0.735099337748344,0.779462420552025
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.54201681 0.44537815 0.53361345 0.51260504 0.46610169],0.580555555555556,0.561111111111111,0.823375262054507,0.976311336717428,0.971380471380471,0.976430976430976,0.592991913746631,0.601092896174863,0.580207465036584,0.56353591160221,0.576271186440678,0.561359636936186,0.82402088772846,0.827044025157233,0.823375262054507
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svd,32,134,166,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.84375    0.80208333 0.83333333 0.79166667 0.83333333],0.49375,0.5375,0.7975,0.985324947589098,0.979166666666667,0.985416666666667,0.562162162162162,0.666666666666667,0.497967479674797,0.588888888888889,0.670886075949367,0.539146741678387,0.807600950118765,0.856423173803526,0.797938634048165
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.52604167 0.5625     0.53684211 0.56842105 0.64210526],0.553459119496855,0.578616352201258,0.79748427672956,0.951882845188284,0.953878406708595,0.951781970649895,0.49645390070922,0.472972972972973,0.548251192368839,0.534722222222222,0.490445859872611,0.577521066582269,0.788990825688073,0.769820971867008,0.797039198804791
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.76223776 0.68181818 0.76223776 0.74125874 0.73239437],0.591666666666667,0.608333333333333,0.89937106918239,1,1,1,0.570175438596491,0.546218487394958,0.591291061879297,0.584070796460177,0.545454545454545,0.608861726508785,0.89798087141339,0.885744234800839,0.89937106918239
svm_model_N4_B196_E200_nb_zones_12_lab_svd,4,196,200,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57986111 0.59090909 0.60839161 0.6013986  0.61538462],0.710084033613445,0.57563025210084,0.614255765199161,0.599150141643059,0.590782122905028,0.604748603351955,0.660098522167488,0.577586206896552,0.706825890333522,0.516746411483254,0.442622950819672,0.579070096099491,0.596491228070175,0.570230607966457,0.614255765199161
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.55208333 0.578125   0.58421053 0.6        0.53157895],0.578616352201258,0.553459119496855,0.806918238993711,0.96726504751848,0.960167714884696,0.967505241090147,0.605882352941176,0.656050955414013,0.579578272738062,0.544871794871795,0.570469798657718,0.554465668559628,0.808005003126954,0.825031928480204,0.807187587536261
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.5625     0.59375    0.59375    0.51041667],0.48125,0.49375,0.78125,0.976842105263158,0.966666666666667,0.977083333333333,0.457516339869281,0.426829268292683,0.482645403377111,0.503067484662577,0.482352941176471,0.494509803921569,0.778761061946903,0.756756756756757,0.781686266419091
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.50694444 0.49295775 0.50704225 0.53521127],0.470588235294118,0.504201680672269,0.789915966386555,0.991549295774648,0.985994397759104,0.991596638655462,0.447368421052632,0.418032786885246,0.471947427925382,0.47787610619469,0.461538461538462,0.503496503496504,0.785223367697595,0.766778523489933,0.789954918310623
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.69791667 0.77083333 0.77083333 0.78125   ],0.55,0.6,0.79375,0.938689217758985,0.925,0.939583333333333,0.576470588235294,0.671232876712329,0.559754369390647,0.659574468085106,0.681318681318681,0.587036152253544,0.8014440433213,0.824257425742574,0.793441844184418
svm_model_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200,8, low_bits_2, svd,948,316,316,0.6,0.2,0.2, [0.61578947 0.57894737 0.48947368 0.56315789 0.54255319],0.572784810126582,0.512658227848101,0.55253164556962,0.513953488372093,0.466244725738397,0.559071729957806,0.512635379061372,0.464052287581699,0.569449456674285,0.457746478873239,0.427631578947368,0.509547496790757,0.502463054187192,0.458279845956354,0.551237301255331
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.47916667 0.59027778 0.57638889 0.59027778 0.56944444],0.633333333333333,0.520833333333333,0.819166666666667,0.980609418282548,0.983333333333333,0.980555555555556,0.653543307086614,0.68595041322314,0.632891172998125,0.518828451882845,0.543859649122807,0.521929824561403,0.821399176954733,0.838655462184874,0.819327731092437
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.546875   0.60526316 0.53157895 0.55789474 0.54210526],0.564668769716088,0.523659305993691,0.776166456494325,0.93125,0.939075630252101,0.930672268907563,0.563291139240506,0.563291139240506,0.564664437544781,0.523659305993691,0.477011494252874,0.528715537336227,0.777150031387319,0.766089108910891,0.776360749828196
ensemble_model_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.74305556 0.70138889 0.76056338 0.71126761 0.81690141],0.57563025210084,0.571428571428571,0.814285714285714,0.974504249291785,0.96358543417367,0.974789915966386,0.573839662447258,0.647619047619048,0.583208020050125,0.607692307692308,0.6171875,0.567684659090909,0.816292601828761,0.832203389830509,0.814435028248587
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.68421053 0.61578947 0.66842105 0.65789474],0.468354430379747,0.512658227848101,0.671934260429836,0.790648246546227,0.783157894736842,0.792631578947368,0.535911602209945,0.580838323353293,0.461560101273962,0.552325581395349,0.605095541401274,0.513239594600008,0.68488160291439,0.705882352941176,0.671587408909924
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,480,160,160,0.6,0.2,0.2, [0.79166667 0.75       0.73958333 0.75       0.77083333],0.51875,0.61875,0.8125,0.975,0.975,0.975,0.554913294797688,0.533333333333333,0.516666666666667,0.647398843930636,0.674698795180723,0.616570176811141,0.818401937046005,0.818401937046005,0.812301743716801
ensemble_model_N8_B192_E200_nb_zones_10_lab_svd,8,192,200,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.60833333 0.60833333 0.62605042 0.64705882 0.66806723],0.591036414565826,0.607843137254902,0.837002096436059,0.978973927670311,0.974874371859296,0.979061976549414,0.554878048780488,0.508379888268156,0.591268595819471,0.593023255813953,0.573033707865169,0.607745904211914,0.832885545405696,0.812368972746331,0.837002096436059
ensemble_model_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.50347222 0.53496503 0.45454545 0.4965035 ],0.540084388185654,0.489451476793249,0.879454926624738,1,1,1,0.524017467248908,0.540540540540541,0.54011154011154,0.48068669527897,0.444444444444444,0.492492492492493,0.878691983122363,0.873165618448637,0.879454926624738
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdn,26,137,163,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.5        0.53125    0.56770833 0.57291667 0.48958333],0.5125,0.5125,0.573125,0.621814475025484,0.635416666666667,0.613541666666667,0.541176470588235,0.544378698224852,0.510599945138916,0.524390243902439,0.554838709677419,0.513782991202346,0.585809581564585,0.600746268656716,0.572986199654991
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.64685315 0.62587413 0.66083916 0.65384615 0.66197183],0.629166666666667,0.716666666666667,0.872117400419287,0.939958592132505,0.953781512605042,0.939075630252101,0.653696498054475,0.682926829268293,0.627788200958933,0.711864406779661,0.717948717948718,0.716697936210131,0.874356333676622,0.889937106918239,0.872117400419287
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.53125    0.46875    0.48958333 0.53125   ],0.48125,0.4875,0.7425,0.916496945010183,0.9375,0.914583333333333,0.450331125827815,0.453333333333333,0.479607843137255,0.534090909090909,0.552941176470588,0.483137254901961,0.748166259168704,0.765,0.7425
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120,12, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.56944444 0.58333333 0.54195804 0.54545455 0.56993007],0.485232067510549,0.548523206751055,0.79769392033543,0.890592334494773,0.891213389121339,0.890516039051604,0.435185185185185,0.405172413793103,0.483577942433742,0.497652582159624,0.43801652892562,0.550904816186948,0.792918454935622,0.774633123689728,0.79769392033543
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.64583333 0.39583333 0.41666667 0.47916667 0.46875   ],0.625,0.4875,0.8225,1,1,1,0.662921348314607,0.634408602150538,0.623174450329,0.4875,0.5,0.487804878048781,0.82640586797066,0.822384428223844,0.822503268096498
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.72916667 0.71354167 0.65625    0.67708333 0.66145833],0.540625,0.58125,0.824375,1,1,1,0.524271844660194,0.515923566878981,0.540170372396546,0.57051282051282,0.549382716049383,0.581653383341147,0.822264389626819,0.81351689612015,0.824361444314757
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.63445378 0.68907563 0.66806723 0.64705882 0.61864407],0.588888888888889,0.597222222222222,0.79769392033543,0.920851063829787,0.910774410774411,0.921717171717172,0.591160220994475,0.594444444444444,0.588888888888889,0.619422572178478,0.655555555555556,0.597222222222222,0.798748696558915,0.80293501048218,0.79769392033543
svm_model_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.625      0.51388889 0.58333333 0.57638889 0.55555556],0.545833333333333,0.6125,0.5775,0.535768645357686,0.488888888888889,0.576388888888889,0.347305389221557,0.241666666666667,0.545833333333333,0.486187845303867,0.372881355932203,0.608571825507085,0.495522388059702,0.416387959866221,0.576964744052712
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdn,32,134,166,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.45833333 0.47916667 0.51041667 0.51041667 0.54255319],0.559748427672956,0.547169811320755,0.623115577889447,0.601010101010101,0.497907949790795,0.669456066945607,0.444444444444444,0.417910447761194,0.540476963011032,0.492957746478873,0.448717948717949,0.545346628679962,0.548192771084337,0.473958333333333,0.618047127831715
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.578125   0.515625   0.47395833 0.54166667 0.5625    ],0.528125,0.515625,0.556875,0.595787362086259,0.61875,0.580208333333333,0.526645768025078,0.535031847133758,0.528252119885897,0.555873925501433,0.587878787878788,0.513294232649071,0.574174174174174,0.596009975062344,0.556776917355734
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.65972222 0.65277778 0.70833333 0.61111111 0.6875    ],0.583333333333333,0.55,0.659166666666667,0.725034199726402,0.736111111111111,0.720833333333333,0.59016393442623,0.5625,0.584821428571429,0.557377049180328,0.53968253968254,0.550543024227235,0.66447908121411,0.659609120521173,0.659156096096764
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.70629371 0.72027972 0.67482517 0.68181818 0.66549296],0.6125,0.6625,0.883123689727463,0.965371024734982,0.956582633053221,0.965686274509804,0.586666666666667,0.589285714285714,0.611049107142857,0.674698795180723,0.65625,0.662946428571429,0.881948120698782,0.873165618448637,0.883123689727463
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.65384615 0.66083916 0.64335664 0.62676056],0.595833333333333,0.675,0.839098532494759,0.908333333333333,0.915966386554622,0.907563025210084,0.613545816733068,0.669565217391304,0.598782608695652,0.713235294117647,0.776,0.670608695652174,0.843606724401426,0.867924528301887,0.839098532494759
svm_model_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.83333333 0.86805556 0.86713287 0.83566434 0.87762238],0.586497890295359,0.611814345991561,0.84538784067086,0.926522043386984,0.923291492329149,0.926778242677824,0.642335766423358,0.715447154471545,0.581407787762088,0.643410852713178,0.728070175438597,0.616067608044502,0.849566547679755,0.873165618448637,0.84538784067086
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.83333333 0.75       0.8028169  0.78169014 0.76760563],0.638655462184874,0.617647058823529,0.809243697478992,0.929971988795518,0.929971988795518,0.929971988795518,0.669230769230769,0.798165137614679,0.651020553303463,0.676156583629893,0.736434108527132,0.606749164355309,0.819123505976096,0.863865546218487,0.809243697478992
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6375     0.6125     0.625      0.64166667 0.6512605 ],0.594366197183099,0.594366197183099,0.79769392033543,0.918333333333333,0.919866444073456,0.918196994991653,0.583815028901734,0.580459770114943,0.594097288372388,0.60655737704918,0.613259668508287,0.593986156093224,0.798117154811716,0.79979035639413,0.79769392033543
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67361111 0.66783217 0.66083916 0.66783217 0.64685315],0.57563025210084,0.563025210084034,0.646750524109015,0.642257818459192,0.587988826815642,0.672486033519553,0.594377510040161,0.601626016260163,0.574726051608342,0.547826086956522,0.547826086956522,0.562530929657123,0.623463687150838,0.584905660377358,0.646750524109015
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svd,16,142,158,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.67832168 0.65734266 0.67132867 0.69014085],0.620833333333333,0.6125,0.897798742138365,0.992269852424455,0.988795518207283,0.992296918767507,0.612765957446809,0.626086956521739,0.62104347826087,0.614107883817427,0.592,0.613391304347826,0.897314375987362,0.893081761006289,0.897798742138365
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.74475524 0.67832168 0.65734266 0.6958042  0.73239437],0.558333333333333,0.516666666666667,0.860062893081761,0.968017057569296,0.953781512605042,0.968487394957983,0.535087719298246,0.504132231404959,0.558788804778109,0.528455284552846,0.546218487394958,0.516910896590041,0.858054226475279,0.845911949685535,0.860062893081761
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.53125    0.5        0.58333333 0.51041667],0.5,0.525,0.805,1,1,1,0.56043956043956,0.645569620253165,0.501797155805595,0.563218390804598,0.628205128205128,0.527517198248906,0.813397129186603,0.856423173803526,0.805382802782657
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.55944056 0.53846154 0.54545455 0.55244755 0.58802817],0.466666666666667,0.529166666666667,0.551362683438155,0.678515420805018,0.908963585434173,0.569327731092437,0.619047619047619,0.904347826086956,0.484173913043478,0.67621776504298,0.944,0.511130434782609,0.670515781370285,0.912997903563941,0.551362683438155
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.5625     0.45833333 0.5        0.44791667],0.50625,0.5125,0.80375,1,1,1,0.538011695906433,0.48421052631579,0.511336032388664,0.506329113924051,0.533333333333333,0.513725490196078,0.80593325092707,0.795121951219512,0.803971232020012
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.61538462 0.59090909 0.56993007 0.54895105 0.58802817],0.583333333333333,0.5625,0.845911949685535,0.9382373351839,0.946778711484594,0.937675070028011,0.640287769784173,0.780701754385965,0.592731829573935,0.655737704918033,0.793650793650794,0.550334168755221,0.854743083003953,0.906708595387841,0.845911949685534
svm_model_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.68229167 0.60416667 0.60526316 0.64736842 0.60526316],0.566037735849057,0.572327044025157,0.611949685534591,0.62015503875969,0.587002096436059,0.640461215932914,0.579268292682927,0.655172413793103,0.573250946780945,0.617977528089888,0.635838150289017,0.566194937213474,0.611216131064902,0.610062893081761,0.611949685534591
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.64166667 0.55462185 0.53361345 0.59663866 0.56302521],0.550279329608938,0.558659217877095,0.572851153039832,0.63901018922853,0.736577181208054,0.583892617449664,0.644591611479029,0.806629834254144,0.547382713737241,0.642533936651584,0.80225988700565,0.561350937977963,0.640810929925077,0.762054507337526,0.572851153039832
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.52083333 0.56770833 0.54736842 0.53684211 0.51578947],0.547169811320755,0.547169811320755,0.808176100628931,0.981856990394877,0.964360587002096,0.982180293501048,0.588571428571429,0.631901840490798,0.544983178309915,0.578947368421053,0.634615384615385,0.548789173789174,0.812768569674647,0.831658291457286,0.808146526081288
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.52604167 0.48958333 0.53125    0.56770833 0.53645833],0.51875,0.515625,0.806875,1,1,1,0.515723270440252,0.543046357615894,0.520043888867119,0.540059347181009,0.544910179640719,0.514285155179836,0.808668730650155,0.818295739348371,0.806903480646754
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.60416667 0.57291667 0.59473684 0.6        0.62105263],0.531446540880503,0.556603773584906,0.593710691823899,0.646123260437376,0.681341719077568,0.626834381551363,0.484429065743945,0.443037974683544,0.530893987341772,0.518771331058021,0.506666666666667,0.553928571428571,0.593198992443325,0.6,0.593788819875776
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.50420168 0.49159664 0.49579832 0.53813559],0.458333333333333,0.497222222222222,0.80083857442348,0.996632996632997,0.996632996632997,0.996632996632997,0.465753424657534,0.482954545454546,0.458868577075099,0.509485094850949,0.510869565217391,0.496912055335968,0.802289281997919,0.808176100628931,0.80083857442348
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdn,40,80,120,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.52797203 0.57692308 0.6048951  0.54225352],0.520833333333333,0.458333333333333,0.871593291404612,1,1,1,0.479638009049774,0.490740740740741,0.518097643097643,0.475806451612903,0.446969696969697,0.45959595959596,0.870848708487085,0.865828092243187,0.871593291404612
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svd,4,196,200,12, low_bits_4_shifted_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.54861111 0.56597222 0.53819444 0.60763889 0.56993007],0.553191489361702,0.548936170212766,0.860587002096436,0.961832061068702,0.963838664812239,0.961752433936022,0.52914798206278,0.5,0.553418803418803,0.554621848739496,0.564102564102564,0.549000434593655,0.860147213459516,0.857442348008386,0.860587002096436
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdn,32,134,166,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.42708333 0.60416667 0.57291667 0.46875   ],0.51875,0.5125,0.80625,1,1,1,0.483221476510067,0.5,0.517045454545455,0.530120481927711,0.517647058823529,0.512156862745098,0.80503144654088,0.806045340050378,0.806248476476802
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svd,8,192,200,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.57916667 0.58333333 0.57983193 0.58403361 0.57983193],0.57703081232493,0.602240896358543,0.598008385744235,0.664780763790665,0.787269681742044,0.603015075376884,0.654462242562929,0.8125,0.580283149171271,0.677272727272727,0.823204419889503,0.599102209944751,0.665211697948494,0.79874213836478,0.598008385744235
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.625      0.5625     0.59722222 0.68309859],0.569037656903766,0.539748953974895,0.808528428093645,0.977272727272727,0.958217270194986,0.977715877437326,0.554112554112554,0.542372881355932,0.568707101834991,0.508928571428571,0.478991596638655,0.539495798319328,0.802415875754961,0.780201342281879,0.808434004474273
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.82291667 0.81914894 0.82978723 0.78723404],0.645569620253165,0.550632911392405,0.834177215189873,0.991561181434599,0.991561181434599,0.991561181434599,0.666666666666667,0.756756756756757,0.652187902187902,0.574850299401197,0.592592592592593,0.54954304954305,0.838071693448702,0.864795918367347,0.83440800943493
ensemble_model_N26_B137_E163_nb_zones_10_lab_svd,26,137,163,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.72689076 0.73529412 0.72689076 0.73109244 0.71186441],0.641666666666667,0.641666666666667,0.822327044025157,0.930472103004292,0.912457912457912,0.931818181818182,0.654155495978552,0.74390243902439,0.650012444001991,0.695035460992908,0.75,0.63109756097561,0.827129015808261,0.850104821802935,0.822327044025157
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166,4, low_bits_6, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.67708333 0.72340426 0.71276596 0.72340426 0.67021277],0.592356687898089,0.579617834394904,0.727735368956743,0.809090909090909,0.754237288135593,0.822033898305085,0.549295774647887,0.433333333333333,0.619651741293532,0.5,0.417721518987342,0.580655631288543,0.700280112044818,0.617283950617284,0.731214153786332
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.64210526 0.68947368 0.62631579 0.67894737 0.64893617],0.537974683544304,0.512658227848101,0.781645569620253,0.952581664910432,0.953586497890295,0.95253164556962,0.529032258064516,0.496969696969697,0.53987557696167,0.483221476510067,0.48,0.511084337349398,0.778420038535645,0.768060836501901,0.781628395494946
svm_model_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.59375    0.56770833 0.58421053 0.6        0.57894737],0.591194968553459,0.566037735849057,0.588679245283019,0.629558541266795,0.687631027253669,0.595387840670859,0.622093023255814,0.672955974842767,0.591194968553459,0.579268292682927,0.59748427672956,0.566037735849057,0.618436406067678,0.666666666666667,0.588679245283019
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.41666667 0.51041667 0.52083333 0.52083333],0.50625,0.48125,0.795,0.995850622406639,1,0.995833333333333,0.521212121212121,0.589041095890411,0.512911352542907,0.471337579617834,0.4625,0.48125,0.796019900497512,0.814249363867684,0.79533107014023
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.68055556 0.63888889 0.66901408 0.68309859],0.558823529411765,0.588235294117647,0.783557046979866,0.925775978407557,0.958100558659218,0.9231843575419,0.564315352697095,0.566666666666667,0.558757062146893,0.577586206896552,0.558333333333333,0.588488700564972,0.787479406919275,0.79933110367893,0.783503935677849
svm_model_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.59583333 0.63865546 0.53781513 0.57983193 0.60504202],0.614525139664804,0.61731843575419,0.609538784067086,0.611570247933884,0.620805369127517,0.605704697986577,0.598837209302326,0.588571428571429,0.613957845433255,0.620498614958449,0.612021857923497,0.61743950039032,0.610966057441253,0.613207547169811,0.609538784067086
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.46875    0.53125    0.60416667 0.53191489],0.39622641509434,0.490566037735849,0.775125628140704,0.995833333333333,1,0.99581589958159,0.4,0.390243902439024,0.396420652518214,0.470588235294118,0.507042253521127,0.492157490396927,0.774274905422446,0.783163265306122,0.775244998989695
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdn,26,137,163,8, low_bits_4_shifted_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.47916667 0.49479167 0.52631579 0.53157895],0.452830188679245,0.49685534591195,0.790201005025126,1,1,1,0.466257668711657,0.490322580645161,0.453750247377795,0.526627218934911,0.526627218934911,0.49485723362853,0.793827160493827,0.801745635910224,0.790113324284226
ensemble_model_v2_N8_B192_E200_nb_zones_10_lab_svd,8,192,200, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.63445378 0.64705882 0.71008403 0.63865546],0.593314763231198,0.584958217270195,0.783542976939203,0.898972602739726,0.882352941176471,0.900840336134454,0.617801047120419,0.659217877094972,0.593497827436375,0.577903682719547,0.566666666666667,0.585009310986965,0.782974251182344,0.780922431865828,0.783542976939203
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.71578947 0.72631579 0.67368421 0.68947368 0.72631579],0.537974683544304,0.5,0.756005056890013,0.913319238900634,0.909473684210526,0.913684210526316,0.391666666666667,0.29375,0.541105769230769,0.373015873015873,0.286585365853658,0.508424261874198,0.731571627260083,0.658322903629537,0.757003086552955
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.68531469 0.62237762 0.62937063 0.63986014 0.6443662 ],0.533333333333333,0.645833333333333,0.808700209643606,0.886024423337856,0.914565826330532,0.882352941176471,0.529411764705882,0.477272727272727,0.53956228956229,0.589371980676328,0.564814814814815,0.638468013468013,0.809796769150599,0.814465408805031,0.808700209643606
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.69791667 0.67708333 0.75       0.76041667],0.51875,0.63125,0.8125,0.970338983050847,0.954166666666667,0.970833333333333,0.503225806451613,0.549295774647887,0.521838898559899,0.666666666666667,0.662921348314607,0.627235322044627,0.813432835820895,0.8175,0.8125
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.76041667 0.78125    0.75       0.76041667 0.77083333],0.525,0.50625,0.8,0.989517819706499,0.983333333333333,0.989583333333333,0.525,0.525,0.525,0.538011695906433,0.582278481012658,0.507188623222379,0.801980198019802,0.81203007518797,0.800030000187501
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.65277778 0.69097222 0.68881119 0.67132867 0.70629371],0.586497890295359,0.611814345991561,0.858490566037736,0.943019943019943,0.923291492329149,0.944211994421199,0.573913043478261,0.564102564102564,0.586217948717949,0.6,0.575,0.612286324786325,0.855150214592275,0.835429769392034,0.858490566037736
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.67832168 0.65384615 0.65734266 0.68181818],0.573221757322176,0.543933054393305,0.829664570230608,0.920168067226891,0.918881118881119,0.92027972027972,0.564102564102564,0.605504587155963,0.575829216654905,0.579150579150579,0.576923076923077,0.54075511644319,0.830817282665278,0.836477987421384,0.829664570230608
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.875      0.75       0.76041667 0.82291667],0.6,0.56875,0.78875,0.92436974789916,0.916666666666667,0.925,0.652173913043478,0.731707317073171,0.596622889305816,0.605714285714286,0.67948717948718,0.57145090681676,0.797604790419162,0.8325,0.78875
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.55789474 0.57368421 0.64210526 0.61578947 0.56382979],0.566455696202532,0.598101265822785,0.810759493670886,0.96264674493063,0.951476793248945,0.963080168776371,0.583586626139818,0.588957055214724,0.565720357672722,0.604361370716511,0.580838323353293,0.599143993891412,0.811594202898551,0.800995024875622,0.810935656767708
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.61805556 0.59859155 0.54929577 0.61267606],0.554621848739496,0.525210084033613,0.772268907563025,0.92797783933518,0.938375350140056,0.927170868347339,0.539130434782609,0.525423728813559,0.554378531073446,0.563706563706564,0.629310344827586,0.527769926512154,0.776218001651528,0.795262267343486,0.772422452536517
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.45833333 0.51052632 0.48421053 0.57894737 0.55263158],0.460567823343849,0.482649842271293,0.778058007566204,0.981934112646121,0.970588235294117,0.982142857142857,0.435643564356436,0.4,0.463157894736842,0.484276729559748,0.493589743589744,0.482819716515369,0.774647887323944,0.75909661229611,0.778154136312821
svm_model_N32_B134_E166_nb_zones_8_lab_svd,32,134,166,8, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75520833 0.73958333 0.72916667 0.69473684 0.76315789],0.566037735849057,0.650943396226415,0.73429648241206,0.812903225806452,0.790794979079498,0.817991631799163,0.533783783783784,0.49685534591195,0.566037735849057,0.626262626262626,0.574074074074074,0.652421652421652,0.72225869993434,0.688360450563204,0.734470263112623
ensemble_model_N4_B196_E200_nb_zones_12_lab_svd,4,196,200,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.62152778 0.58680556 0.63286713 0.56643357 0.55944056],0.569620253164557,0.582278481012658,0.879979035639413,0.980446927374302,0.97907949790795,0.98047419804742,0.548672566371682,0.459259259259259,0.587472766884532,0.49746192893401,0.480392156862745,0.569825708061002,0.87654986522911,0.852201257861635,0.879979035639413
svm_model_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.5625     0.63194444 0.55594406 0.56643357 0.59440559],0.607594936708861,0.60337552742616,0.587526205450734,0.57325746799431,0.562064156206416,0.581589958158996,0.626506024096386,0.661016949152542,0.607819398946019,0.624,0.65546218487395,0.603154821250534,0.586876640419948,0.585953878406709,0.587526205450734
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdne,32,134,166,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.875      0.79166667 0.75531915 0.80851064],0.462025316455696,0.544303797468354,0.737373737373737,0.892177589852008,0.886554621848739,0.892857142857143,0.491017964071856,0.539473684210526,0.464858793324775,0.636363636363636,0.759036144578313,0.53285140562249,0.751789976133652,0.793450881612091,0.737231769919969
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.44270833 0.484375   0.48958333 0.47916667 0.49479167],0.484375,0.45625,0.788125,1,1,1,0.462540716612378,0.438271604938272,0.484958587279262,0.452830188679245,0.444444444444444,0.456399437412096,0.786119873817035,0.774875621890547,0.788191579789495
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72916667 0.68055556 0.72222222 0.6971831  0.71830986],0.550420168067227,0.567226890756302,0.779362416107382,0.926694329183956,0.935754189944134,0.925977653631285,0.570281124497992,0.601694915254237,0.550847457627119,0.611320754716981,0.6328125,0.561860795454545,0.787388843977365,0.806291390728477,0.778996035500293
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200,8, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.59895833 0.61458333 0.58947368 0.56315789 0.6       ],0.547169811320755,0.550314465408805,0.815723270440252,0.993670886075949,0.987421383647799,0.993710691823899,0.566265060240964,0.618421052631579,0.550174381737476,0.562691131498471,0.585987261146497,0.550757605728528,0.817672682016179,0.83587786259542,0.815948881546466
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.77083333 0.8125     0.73958333 0.80851064],0.540880503144654,0.559748427672956,0.804020100502513,0.97286012526096,0.97489539748954,0.972803347280335,0.546583850931677,0.530120481927711,0.54137603043754,0.567901234567901,0.58974358974359,0.560303893637227,0.805486284289277,0.8075,0.804002525252525
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.77083333 0.76041667 0.76041667 0.71276596],0.591194968553459,0.584905660377358,0.8178391959799,0.97119341563786,0.98744769874477,0.97071129707113,0.557823129251701,0.561643835616438,0.58896145269194,0.620689655172414,0.683544303797468,0.585522151898734,0.820322180916976,0.846547314578005,0.818335385684064
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166,4, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.72916667 0.58510638 0.69148936 0.69148936 0.61702128],0.496815286624204,0.484076433121019,0.703562340966921,0.837416481069042,0.796610169491525,0.845338983050847,0.406015037593985,0.3375,0.499918831168831,0.463576158940397,0.454545454545455,0.483522727272727,0.68212824010914,0.636132315521629,0.703562340966921
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.78125    0.90625    0.80208333 0.8125    ],0.6,0.54375,0.81375,0.974576271186441,0.958333333333333,0.975,0.666666666666667,0.744186046511628,0.58830923947203,0.601092896174863,0.69620253164557,0.545632130020316,0.824085005903188,0.861728395061728,0.813142678543522
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5625     0.56666667 0.6        0.56302521 0.55462185],0.553370786516854,0.542134831460674,0.806079664570231,0.958974358974359,0.938127090301003,0.959866220735786,0.61501210653753,0.686486486486486,0.547921605816343,0.574412532637076,0.64327485380117,0.545961751224909,0.811800610376399,0.836477987421384,0.806079664570231
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1200,400,400,0.6,0.2,0.2, [0.625      0.57916667 0.60416667 0.6375     0.64166667],0.576271186440678,0.533898305084746,0.775157232704403,0.905,0.905,0.905,0.573863636363636,0.583815028901734,0.576437901191199,0.545454545454546,0.546961325966851,0.533596269919842,0.775979112271541,0.778825995807128,0.775157232704403
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.51041667 0.45833333 0.51578947 0.62631579 0.53157895],0.540880503144654,0.556603773584906,0.817610062893082,0.996858638743456,0.9979035639413,0.996855345911949,0.587570621468927,0.634146341463415,0.537852391510928,0.560747663551402,0.580645161290323,0.557193746289333,0.822085889570552,0.841708542713568,0.817579712162829
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.46354167 0.45833333 0.51041667 0.53125    0.53645833],0.428125,0.534375,0.786875,0.990615224191866,0.989583333333333,0.990625,0.447129909365559,0.47741935483871,0.429618768328446,0.55786350148368,0.576687116564417,0.533566488218514,0.790411800860479,0.805764411027569,0.786922105763161
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdne,32,134,166,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.77083333 0.89583333 0.78125    0.80851064 0.85106383],0.487341772151899,0.5,0.777777777777778,0.965217391304348,0.932773109243698,0.966386554621849,0.463576158940397,0.47945205479452,0.486784850926672,0.577540106951872,0.574468085106383,0.482546542553192,0.779448621553885,0.767901234567901,0.77800746482917
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.59473684 0.65263158 0.67894737 0.62631579 0.63297872],0.544303797468354,0.487341772151899,0.765189873417721,0.930924548352816,0.924050632911392,0.931434599156118,0.576470588235294,0.544444444444444,0.544281045751634,0.474025974025974,0.506944444444444,0.488937338501292,0.766519823788546,0.763157894736842,0.765210660923408
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.62605042 0.6512605  0.61764706 0.61764706 0.62711864],0.619444444444444,0.625,0.643605870020964,0.620817843866171,0.562289562289562,0.656565656565657,0.578461538461538,0.487046632124352,0.629750860972356,0.516129032258065,0.431137724550898,0.611941919270268,0.595238095238095,0.524109014675052,0.643605870020964
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.70833333 0.6875     0.62765957 0.76595745 0.63829787],0.544303797468354,0.493670886075949,0.789873417721519,0.970338983050847,0.966244725738397,0.970464135021097,0.628865979381443,0.74390243902439,0.536424903722721,0.578947368421053,0.632183908045977,0.478063785008904,0.80607476635514,0.849753694581281,0.78815809729064
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.79166667 0.8125     0.81914894 0.81914894 0.79787234],0.544303797468354,0.5,0.788607594936709,0.96551724137931,0.945147679324894,0.966244725738397,0.586206896551724,0.6,0.53972602739726,0.483660130718954,0.506849315068493,0.500483481063658,0.788874841972187,0.789873417721519,0.788607594936709
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.55208333 0.60416667 0.51041667 0.58333333],0.51875,0.4875,0.5525,0.513447432762836,0.4375,0.585416666666667,0.52760736196319,0.589041095890411,0.52440560541647,0.534090909090909,0.540229885057471,0.482443709652023,0.521390374331551,0.4875,0.5525
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.54736842 0.58421053 0.62105263 0.58947368],0.544303797468354,0.572784810126582,0.783185840707965,0.931769722814499,0.92,0.932631578947368,0.597765363128492,0.699346405228758,0.549059705681864,0.613180515759312,0.677215189873418,0.572784810126582,0.791489361702128,0.82824427480916,0.783468871072922
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.7027972  0.73776224 0.64685315 0.6958042  0.66783217],0.518828451882845,0.569037656903766,0.744234800838574,0.810126582278481,0.805594405594406,0.811188811188811,0.575645756457565,0.65,0.51827731092437,0.605363984674329,0.663865546218487,0.569432773109244,0.750255885363357,0.768343815513627,0.744234800838574
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svd,8,192,200,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.60084034 0.57983193 0.58823529 0.62605042 0.56722689],0.543175487465181,0.587743732590529,0.807651991614256,0.95295124037639,0.936134453781513,0.953781512605042,0.559139784946237,0.538860103626943,0.54352643735564,0.579545454545454,0.614457831325301,0.58961233535177,0.806127839408346,0.79979035639413,0.807651991614256
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.68531469 0.68181818 0.72727273 0.72183099],0.55,0.545833333333333,0.85062893081761,0.951079136690648,0.925770308123249,0.952380952380952,0.6,0.680672268907563,0.551079936106674,0.569169960474308,0.59504132231405,0.54541982082089,0.851019341348667,0.853249475890985,0.85062893081761
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.64685315 0.5979021  0.67482517 0.6958042  0.58802817],0.583333333333333,0.55,0.824947589098533,0.914402173913044,0.942577030812325,0.911764705882353,0.583333333333334,0.555555555555556,0.584795321637427,0.52212389380531,0.517543859649123,0.548454469507101,0.82765737874097,0.840670859538784,0.824947589098533
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,480,160,160,0.6,0.2,0.2, [0.76041667 0.76041667 0.76041667 0.73958333 0.73958333],0.4625,0.53125,0.7875,0.981132075471698,0.975,0.98125,0.51685393258427,0.55421686746988,0.458926615553122,0.545454545454546,0.5625,0.53125,0.792682926829268,0.806451612903226,0.787356788819371
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.71527778 0.75694444 0.73943662 0.74647887 0.79577465],0.550420168067227,0.61344537815126,0.750420168067227,0.85878962536023,0.834733893557423,0.862745098039216,0.570281124497992,0.596638655462185,0.550420168067227,0.640625,0.656,0.611185840707965,0.752293577981651,0.750415973377704,0.750420210797511
svm_model_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.53157895 0.54210526 0.62105263 0.58947368 0.55319149],0.591772151898734,0.588607594936709,0.581645569620253,0.55726872246696,0.533755274261603,0.575949367088608,0.605504587155963,0.596385542168675,0.591526104417671,0.591194968553459,0.643835616438356,0.592506043513296,0.574372182871861,0.567430025445293,0.581573954788137
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdn,26,137,163, zones, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.4375     0.453125   0.4375     0.46354167 0.49479167],0.515625,0.521875,0.80625,0.997916666666667,0.997916666666667,0.997916666666667,0.507936507936508,0.519480519480519,0.515764356125802,0.529230769230769,0.514970059880239,0.522190912293061,0.80625,0.805243445692884,0.806251259767593
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svd,26,137,163, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.70416667 0.7125     0.69747899 0.70168067 0.68487395],0.596638655462185,0.610644257703081,0.835953878406709,0.974662162162162,0.966499162479062,0.974874371859296,0.626943005181347,0.679775280898876,0.596870880672902,0.627345844504021,0.653631284916201,0.61052350762664,0.838908903757077,0.854297693920335,0.835953878406709
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,1428,476,476,0.6,0.2,0.2, [0.65734266 0.66783217 0.64335664 0.68181818 0.64788732],0.545833333333333,0.5875,0.84538784067086,0.938428874734607,0.928571428571429,0.939075630252101,0.575875486381323,0.649122807017544,0.550751879699248,0.626415094339623,0.658730158730159,0.58375104427736,0.847545219638243,0.859538784067086,0.84538784067086
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.50520833 0.45789474 0.48421053 0.45789474],0.531446540880503,0.487421383647799,0.59685534591195,0.638063806380638,0.607966457023061,0.655136268343816,0.508250825082508,0.496774193548387,0.530595685731249,0.447457627118644,0.425806451612903,0.485909360775777,0.574651625746516,0.550190597204574,0.596390441815239
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.65625    0.69791667 0.64893617 0.64893617 0.67021277],0.550632911392405,0.525316455696203,0.794936708860759,0.96652719665272,0.974683544303797,0.966244725738396,0.559006211180124,0.542168674698795,0.551084337349398,0.556213017751479,0.546511627906977,0.523255813953488,0.799504950495049,0.795566502463054,0.794918667898194
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120,12, low_bits_4, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.54513889 0.53125    0.54166667 0.51048951 0.53146853],0.51271186440678,0.521186440677966,0.531970649895178,0.65055176037835,0.862116991643454,0.536908077994429,0.612794612794613,0.771186440677966,0.51271186440678,0.619528619528619,0.779661016949153,0.521186440677966,0.642370845014017,0.840670859538784,0.531970649895178
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.45833333 0.51041667 0.57291667 0.58333333 0.45833333],0.46875,0.54375,0.8025,1,1,1,0.525139664804469,0.534090909090909,0.461489898989899,0.552147239263804,0.548780487804878,0.543621013133208,0.807785888077859,0.809756097560976,0.802313946216385
ensemble_model_N32_B134_E166_nb_zones_8_lab_svd,32,134,166,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.71875    0.765625   0.75263158 0.74210526 0.75263158],0.610062893081761,0.660377358490566,0.79622641509434,0.900647948164147,0.874213836477987,0.90356394129979,0.602564102564102,0.5875,0.610205696202532,0.647058823529412,0.607361963190184,0.661745497724124,0.790155440414508,0.7625,0.796439873417721
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.578125   0.58333333 0.640625   0.55208333 0.6       ],0.570532915360501,0.545454545454545,0.795112781954887,0.952978056426332,0.951983298538622,0.953027139874739,0.593471810089021,0.606060606060606,0.569264069264069,0.551083591331269,0.585526315789474,0.547254175858809,0.797773654916512,0.810301507537688,0.795150753768844
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158, zones, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52777778 0.51398601 0.51748252 0.51748252 0.53496503],0.487394957983193,0.491596638655462,0.867924528301887,0.993693062368605,0.990223463687151,0.993715083798883,0.455357142857143,0.443478260869565,0.485966772711205,0.493723849372385,0.479674796747968,0.492011311417462,0.866666666666667,0.858490566037736,0.867924528301887
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200,10, low_bits_6, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.61666667 0.58333333 0.5875     0.55833333 0.61764706],0.51830985915493,0.585915492957746,0.820754716981132,0.979865771812081,0.974958263772955,0.979966611018364,0.512820512820513,0.5,0.518571428571429,0.576368876080692,0.571428571428571,0.585714285714286,0.819047619047619,0.811320754716981,0.820754716981132
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.53472222 0.60416667 0.53496503 0.53846154 0.54545455],0.561181434599156,0.548523206751055,0.840146750524109,0.933988764044944,0.927475592747559,0.934449093444909,0.559322033898305,0.589285714285714,0.562642857142857,0.608058608058608,0.664,0.541821428571429,0.842214174857734,0.853249475890985,0.840146750524109
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.6875     0.69270833 0.6875     0.72395833 0.6875    ],0.55,0.5875,0.66125,0.703786191536748,0.658333333333333,0.722916666666667,0.581395348837209,0.645161290322581,0.552883675464321,0.614035087719298,0.69078947368421,0.592418546365915,0.657828282828283,0.662007623888183,0.661262114527117
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.59722222 0.55594406 0.54195804 0.59090909 0.51048951],0.57563025210084,0.487394957983193,0.862159329140461,0.971988795518207,0.96927374301676,0.972067039106145,0.566523605150215,0.568965517241379,0.575466365178067,0.478632478632479,0.459016393442623,0.488128886376484,0.861213720316623,0.855345911949686,0.862159329140461
ensemble_model_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.79166667 0.875      0.7972028  0.83216783 0.8041958 ],0.620253164556962,0.582278481012658,0.875786163522013,0.96629213483146,0.959553695955369,0.96652719665272,0.685314685314685,0.777777777777778,0.60960960960961,0.637362637362637,0.783783783783784,0.594272844272844,0.880484114977307,0.915094339622642,0.875786163522013
svm_model_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.5        0.57894737 0.51578947 0.57368421 0.54255319],0.534810126582278,0.515822784810127,0.542405063291139,0.564366632337796,0.578059071729958,0.55379746835443,0.494845360824742,0.507042253521127,0.532256758944471,0.470588235294118,0.425,0.51698717948718,0.53384912959381,0.533505154639175,0.542250089757399
svm_model_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.63445378 0.65966387 0.61344538 0.63865546 0.68220339],0.686111111111111,0.605555555555555,0.648846960167715,0.648006785411366,0.643097643097643,0.650673400673401,0.678062678062678,0.646739130434783,0.687005928853755,0.584795321637427,0.568181818181818,0.604743083003952,0.642094017094017,0.629979035639413,0.648846960167715
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.77777778 0.74305556 0.68055556 0.75694444 0.78472222],0.583333333333333,0.529166666666667,0.741666666666667,0.857142857142857,0.808333333333333,0.865277777777778,0.62962962962963,0.6640625,0.577566964285714,0.563706563706564,0.61864406779661,0.530633509308141,0.743377483443709,0.740924092409241,0.741674167416742
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.64685315 0.63986014 0.7027972  0.66433566 0.64084507],0.695833333333333,0.65,0.852201257861635,0.911785462244178,0.904761904761905,0.912464985994398,0.709163346613546,0.712,0.695130434782609,0.65,0.678260869565217,0.651130434782609,0.852201257861635,0.852201257861635,0.852201257861635
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.59895833 0.58333333 0.56770833 0.57894737 0.52631579],0.509433962264151,0.581761006289308,0.775753768844221,0.928870292887029,0.928870292887029,0.928870292887029,0.486842105263158,0.448484848484848,0.511824123588829,0.558139534883721,0.545454545454545,0.580654101995565,0.771300448430493,0.755332496863237,0.775779455978788
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.68229167 0.65625    0.71578947 0.66842105 0.62105263],0.49685534591195,0.547169811320755,0.622012578616352,0.64087061668682,0.555555555555556,0.688679245283019,0.520958083832335,0.540372670807453,0.496300985085255,0.529411764705882,0.532894736842105,0.546567850348764,0.590320381731425,0.548101265822785,0.621550632911392
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.54166667 0.50520833 0.52105263 0.45789474 0.50526316],0.5,0.506289308176101,0.79874213836478,0.995824634655532,1,0.9958071278826,0.522522522522523,0.505813953488372,0.499482319209939,0.501587301587302,0.506410256410256,0.506291547958215,0.800747198007472,0.798757763975155,0.798741939312418
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.59375    0.59375    0.5212766  0.5212766  0.57446809],0.550632911392405,0.544303797468354,0.568354430379747,0.592592592592593,0.607594936708861,0.582278481012658,0.56441717791411,0.582278481012658,0.550632911392405,0.6,0.620689655172414,0.535696940262263,0.588661037394451,0.60545905707196,0.567587409672931
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.52083333 0.55208333 0.4893617  0.59574468 0.4893617 ],0.556962025316456,0.537974683544304,0.811392405063291,0.98728813559322,0.983122362869198,0.987341772151899,0.556962025316456,0.523809523809524,0.559202059202059,0.546583850931677,0.556962025316456,0.537974683544304,0.811630847029077,0.8025,0.81150641025641
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svd,32,134,166,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.79166667 0.73239437 0.76056338 0.71126761 0.75352113],0.523206751054852,0.518987341772152,0.6964586846543,0.804698972099853,0.769662921348315,0.813202247191011,0.603508771929825,0.747826086956522,0.529650748396294,0.60958904109589,0.723577235772358,0.510911424903723,0.713831478537361,0.755892255892256,0.69635829010829
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166,6, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.77083333 0.75694444 0.75352113 0.81690141],0.512605042016807,0.592436974789916,0.801174496644295,0.966005665722379,0.952513966480447,0.966480446927374,0.543307086614173,0.6,0.515447154471545,0.607287449392713,0.609756097560976,0.591834570519618,0.803645401822701,0.813758389261745,0.801174496644295
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.54166667 0.55       0.56302521 0.56722689 0.56722689],0.565826330532213,0.565826330532213,0.79979035639413,0.940099833610649,0.946398659966499,0.939698492462312,0.579945799457995,0.56020942408377,0.566249290355138,0.531722054380665,0.530120481927711,0.563489560335583,0.799158780231335,0.79664570230608,0.79979035639413
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.54545455 0.54195804 0.47202797 0.51748252 0.55985915],0.520833333333333,0.525,0.879979035639413,1,1,1,0.545454545454546,0.556451612903226,0.51960511679644,0.5,0.491379310344828,0.523915461624027,0.880041906757465,0.880503144654088,0.879979035639413
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55729167 0.52083333 0.46354167 0.46875    0.48421053],0.4858934169279,0.523510971786834,0.600250626566416,0.661764705882353,0.657620041753653,0.663883089770355,0.490683229813665,0.5,0.486024844720497,0.512820512820513,0.516129032258065,0.523308418568057,0.597730138713745,0.598484848484848,0.600237449118046
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.79166667 0.82291667 0.81914894 0.78723404],0.563291139240506,0.569620253164557,0.785353535353535,0.928104575163399,0.894957983193277,0.930672268907563,0.524137931034483,0.487179487179487,0.562339743589744,0.564102564102564,0.530120481927711,0.571726907630522,0.776315789473684,0.739348370927318,0.785704719814804
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.51041667 0.5        0.60638298 0.45744681 0.54255319],0.455696202531646,0.512658227848101,0.793670886075949,1,1,1,0.4625,0.44578313253012,0.456224899598394,0.509554140127389,0.465116279069767,0.517280361757106,0.793931731984829,0.773399014778325,0.794251590722496
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120,12, low_bits_3, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.55902778 0.57638889 0.55208333 0.52430556 0.59440559],0.48936170212766,0.523404255319149,0.550314465408805,0.626491646778043,0.730180806675939,0.564673157162726,0.53125,0.586206896551724,0.490582439872501,0.578947368421053,0.647058823529412,0.521805273833671,0.609645131938126,0.70230607966457,0.550314465408805
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200,8, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.65104167 0.51041667 0.60526316 0.57894737],0.575471698113208,0.59748427672956,0.797110552763819,0.93801652892562,0.94979079497908,0.93723849372385,0.539249146757679,0.49685534591195,0.575471698113208,0.570469798657718,0.537974683544304,0.597112341772152,0.792815907633098,0.777358490566038,0.797085769749769
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdne,26,137,163,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.65625    0.71354167 0.73958333 0.72105263],0.532915360501567,0.564263322884012,0.667293233082707,0.733844468784228,0.69937369519833,0.746346555323591,0.523961661341853,0.557823129251701,0.534725518114222,0.550161812297735,0.515151515151515,0.566017316017316,0.654071661237785,0.634639696586599,0.667009289287088
ensemble_model_v2_N4_B196_E200_nb_zones_12_lab_svd,4,196,200, zones, lab, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63636364 0.59090909 0.60839161 0.58741259 0.60839161],0.631799163179916,0.585774058577406,0.810796645702306,0.877637130801688,0.872727272727273,0.878321678321678,0.674074074074074,0.722222222222222,0.626597836774828,0.617760617760618,0.707964601769911,0.592077538980194,0.814966683751922,0.833333333333333,0.810796645702306
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.63445378 0.58823529 0.60504202 0.6302521  0.63135593],0.605555555555555,0.572222222222222,0.834381551362683,0.983249581239531,0.988215488215488,0.983164983164983,0.618279569892473,0.625,0.605113636363636,0.574585635359116,0.590909090909091,0.572628458498024,0.836099585062241,0.844863731656184,0.834381551362683
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.8125     0.72222222 0.78472222 0.77083333 0.80555556],0.541666666666667,0.5625,0.7925,0.952513966480447,0.947222222222222,0.952777777777778,0.552845528455284,0.596491228070175,0.544277360066834,0.58498023715415,0.596774193548387,0.561318131256952,0.795061728395062,0.807692307692308,0.792550472783031
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55555556 0.53146853 0.53146853 0.56643357 0.58391608],0.521008403361345,0.491596638655462,0.876310272536688,0.999301187980433,0.998603351955307,0.999301675977654,0.512820512820513,0.508474576271186,0.52090395480226,0.489451476793249,0.483333333333333,0.491666666666667,0.875920084121977,0.873165618448637,0.876310272536688
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.57692308 0.52447552 0.53496503 0.50704225],0.458333333333333,0.5375,0.536163522012579,0.558299039780521,0.570028011204482,0.549019607843137,0.475806451612903,0.479674796747968,0.457786116322702,0.546938775510204,0.572649572649573,0.53835730664999,0.546386468477704,0.558700209643606,0.536163522012579
svm_model_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.57916667 0.60416667 0.64285714 0.60504202 0.59243697],0.593837535014006,0.593837535014006,0.614255765199161,0.619453924914676,0.608040201005025,0.626465661641541,0.636591478696742,0.721590909090909,0.595602084379709,0.631043256997455,0.685082872928177,0.592541436464088,0.625254582484725,0.643605870020964,0.614255765199161
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.48958333 0.5625     0.56842105 0.56315789],0.528301886792453,0.518867924528302,0.800251256281407,0.984059511158342,0.968619246861925,0.984309623430962,0.512987012987013,0.530201342281879,0.528414280608395,0.559077809798271,0.57396449704142,0.515170167983797,0.800751879699248,0.802763819095477,0.800251256281407
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svd,32,134,166, zones, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.75789474 0.77894737 0.73157895 0.77894737 0.78421053],0.566455696202532,0.642405063291139,0.79519595448799,0.921610169491525,0.91578947368421,0.922105263157895,0.600583090379009,0.741007194244604,0.585192862659025,0.698666666666667,0.798780487804878,0.636232349165597,0.805054151624549,0.859897172236504,0.79624211845656
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdn,40,80,120,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.53146853 0.53496503 0.59440559 0.53846154 0.51408451],0.533333333333333,0.579166666666667,0.888364779874214,1,1,1,0.521367521367521,0.495934959349593,0.534292265999583,0.555066079295154,0.538461538461538,0.578173858661664,0.887241926945474,0.878406708595388,0.888364779874214
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.53333333 0.60833333 0.60833333 0.5875     0.57563025],0.569014084507042,0.526760563380282,0.794549266247379,0.941273779983457,0.94991652754591,0.940734557595993,0.583106267029973,0.584699453551913,0.568512517473631,0.548387096774194,0.593023255813954,0.528752065065447,0.798767967145791,0.815513626834382,0.794549266247379
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.625      0.65625    0.65384615 0.67482517 0.68531469],0.573839662447257,0.641350210970464,0.834381551362683,0.909722222222222,0.913528591352859,0.909344490934449,0.580912863070539,0.598290598290598,0.574145299145299,0.674329501915709,0.733333333333333,0.64017094017094,0.837281153450052,0.852201257861635,0.834381551362683
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.84375    0.82291667 0.76041667 0.78723404],0.515723270440252,0.59748427672956,0.802763819095477,0.965665236051502,0.941422594142259,0.96652719665272,0.574585635359116,0.634146341463415,0.511878365536902,0.609756097560976,0.595238095238095,0.597619047619048,0.806411837237978,0.807407407407407,0.80268068580089
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200,12, low_bits_5, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.52430556 0.55902778 0.54166667 0.58391608 0.55944056],0.567796610169492,0.610169491525424,0.875786163522013,0.970118137595552,0.972144846796657,0.970055710306407,0.643356643356643,0.779661016949153,0.567796610169492,0.666666666666667,0.779661016949153,0.610169491525424,0.881559220389805,0.924528301886792,0.875786163522013
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svd,32,134,166,6, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72916667 0.72222222 0.71527778 0.68309859 0.75352113],0.584033613445378,0.495798319327731,0.769295302013423,0.92112676056338,0.91340782122905,0.921787709497207,0.556053811659193,0.579439252336449,0.583612755939217,0.523809523809524,0.540983606557377,0.494629734313171,0.767932489451477,0.775127768313458,0.769382065974911
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75694444 0.77083333 0.75694444 0.78873239 0.71126761],0.554621848739496,0.53781512605042,0.779362416107382,0.934265734265734,0.932960893854749,0.934357541899441,0.569105691056911,0.608695652173913,0.55638034641216,0.566929133858268,0.59504132231405,0.536836900473264,0.783539094650206,0.801346801346801,0.779435942479421
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.63020833 0.66145833 0.68229167 0.69791667 0.65104167],0.596875,0.5875,0.818125,0.968879668049792,0.972916666666667,0.96875,0.60061919504644,0.60625,0.596875,0.582278481012658,0.571428571428571,0.587601078167116,0.818465377417343,0.818976279650437,0.818123934568648
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.7        0.70526316 0.71578947 0.73157895 0.69148936],0.604430379746835,0.550632911392405,0.726582278481013,0.819277108433735,0.789029535864979,0.825949367088607,0.641833810888252,0.73202614379085,0.608344360238983,0.594285714285714,0.634146341463415,0.547336328626444,0.732009925558313,0.745891276864728,0.726557805732744
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.61458333 0.48958333 0.5212766  0.45744681 0.53191489],0.449367088607595,0.525316455696203,0.792405063291139,0.995798319327731,1,0.9957805907173,0.423841059602649,0.390243902439024,0.451700898587933,0.522292993630573,0.5125,0.525480769230769,0.790816326530612,0.776942355889724,0.792563249556115
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75520833 0.72395833 0.74479167 0.79166667 0.74210526],0.545454545454545,0.542319749216301,0.804511278195489,0.977964323189926,0.97286012526096,0.978079331941545,0.542586750788643,0.53416149068323,0.545561757999843,0.562874251497006,0.591194968553459,0.54247248427673,0.805486284289277,0.808510638297872,0.804506260177794
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58854167 0.65625    0.58854167 0.53125    0.56842105],0.54858934169279,0.61128526645768,0.579573934837093,0.643046944198406,0.757828810020877,0.579331941544885,0.538461538461538,0.538461538461538,0.548371873525248,0.594771241830065,0.575949367088608,0.610956050003931,0.615912993703492,0.67843631778058,0.580189516300004
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.47916667 0.43229167 0.44791667 0.515625   0.47368421],0.507836990595611,0.482758620689655,0.798245614035088,1,1,1,0.525679758308157,0.533742331288344,0.507255781028787,0.495412844036697,0.532894736842105,0.48501024267255,0.800742574257426,0.814861460957179,0.798328486089562
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65034965 0.65034965 0.62937063 0.62937063 0.58391608],0.560669456066946,0.581589958158996,0.650943396226415,0.667627974044701,0.647552447552448,0.677622377622378,0.571428571428571,0.588235294117647,0.56078431372549,0.6,0.625,0.58140756302521,0.646121147715197,0.637316561844864,0.650943396226415
ensemble_model_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.6092437  0.67647059 0.69747899 0.64285714 0.58898305],0.633333333333333,0.594444444444444,0.79874213836478,0.912396694214876,0.929292929292929,0.910774410774411,0.595092024539877,0.535911602209945,0.63387758881447,0.56547619047619,0.53072625698324,0.594092410259576,0.794871794871795,0.779874213836478,0.79874213836478
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.64893617 0.75531915 0.69148936 0.70212766 0.54255319],0.615384615384615,0.692307692307692,0.676470588235294,0.68682505399568,0.676595744680851,0.691489361702128,0.605263157894737,0.560975609756098,0.618325642715887,0.692307692307692,0.642857142857143,0.696428571428571,0.671854734111543,0.645885286783042,0.677273352052939
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.59440559 0.65734266 0.58041958 0.59090909 0.60211268],0.554166666666667,0.579166666666667,0.80083857442348,0.877840909090909,0.865546218487395,0.879551820728291,0.511415525114155,0.478632478632479,0.55232436939754,0.547085201793722,0.495934959349593,0.58130081300813,0.794594594594595,0.770440251572327,0.80083857442348
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.6875     0.76041667 0.75       0.6875     0.70833333],0.59375,0.61875,0.83125,0.981210855949895,0.979166666666667,0.98125,0.532374100719424,0.451219512195122,0.597404627892433,0.561151079136691,0.493670886075949,0.617205813408345,0.821664464993395,0.775561097256858,0.83138957118482
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.6993007  0.65734266 0.62587413 0.65384615 0.67605634],0.641666666666667,0.570833333333333,0.867924528301887,0.955602536997885,0.949579831932773,0.955882352941176,0.59047619047619,0.558558558558558,0.635868426566101,0.550218340611354,0.488372093023256,0.577519379844961,0.864370290635092,0.841719077568134,0.867924528301887
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.75694444 0.66901408 0.77464789 0.70422535],0.61344537815126,0.588235294117647,0.814285714285714,0.957004160887656,0.966386554621849,0.956582633053221,0.619834710743802,0.630252100840336,0.61344537815126,0.634328358208955,0.685483870967742,0.58397000565931,0.820471161657189,0.841666666666667,0.814053672316384
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.61458333 0.65625    0.64583333 0.59574468],0.50314465408805,0.49685534591195,0.800251256281407,1,1,1,0.496815286624204,0.475609756097561,0.504038644282547,0.523809523809524,0.571428571428571,0.499128919860627,0.801992528019925,0.809045226130653,0.800251256281407
svm_model_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.57563025 0.59243697 0.55462185 0.60084034 0.57627119],0.544444444444444,0.566666666666667,0.579140461215933,0.627602158828065,0.685185185185185,0.593434343434343,0.563829787234043,0.592178770949721,0.544708170005247,0.589473684210526,0.61878453038674,0.566375505416834,0.608865075499269,0.655136268343816,0.579140461215933
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57142857 0.58823529 0.57142857 0.56722689 0.56302521],0.573816155988858,0.573816155988858,0.790356394129979,0.921404682274248,0.926050420168067,0.921008403361344,0.589812332439678,0.617977528089888,0.57418213421069,0.592,0.613259668508287,0.573483766838413,0.794238683127572,0.809224318658281,0.790356394129979
svm_model_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.57342657 0.56993007 0.57692308 0.58391608 0.54225352],0.566666666666667,0.595833333333333,0.578092243186583,0.532507739938081,0.481792717086835,0.57703081232493,0.446808510638298,0.344262295081967,0.570436232286746,0.486772486772487,0.389830508474576,0.592456237843846,0.517675254643499,0.452830188679245,0.578092243186583
svm_model_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.53361345 0.50840336 0.52941176 0.59322034],0.483333333333333,0.477777777777778,0.531970649895178,0.553740326741187,0.542087542087542,0.563131313131313,0.489010989010989,0.478494623655914,0.483500185391175,0.456647398843931,0.454022988505747,0.477011494252874,0.523224773091297,0.513626834381551,0.531970649895178
svm_model_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.73426573 0.6993007  0.73076923 0.66783217 0.73776224],0.560669456066946,0.577405857740586,0.70440251572327,0.752762430939226,0.762237762237762,0.74965034965035,0.60377358490566,0.645161290322581,0.557363253856942,0.603921568627451,0.669565217391304,0.580750350631136,0.713414634146341,0.735849056603773,0.70440251572327
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svdne,4,196,200,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.5979021  0.55944056 0.52097902 0.56293706 0.58098592],0.625,0.545833333333333,0.570754716981132,0.592641261498029,0.631652661064426,0.565826330532213,0.661654135338346,0.721311475409836,0.623367602111698,0.600732600732601,0.694915254237288,0.548277299249792,0.602620087336245,0.650943396226415,0.570754716981132
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.54736842 0.54736842 0.55789474 0.54210526],0.541139240506329,0.566455696202532,0.802781289506953,0.968017057569296,0.95578947368421,0.968421052631579,0.545454545454545,0.520958083832335,0.54235823654704,0.55663430420712,0.524390243902439,0.568116174582798,0.800766283524904,0.777915632754342,0.803261940088511
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdne,26,137,163,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.72395833 0.72395833 0.79166667 0.71052632 0.73157895],0.553459119496855,0.594339622641509,0.803391959798995,0.955414012738854,0.941422594142259,0.956066945606694,0.529801324503311,0.526315789473684,0.552314521242866,0.619469026548672,0.625,0.5925,0.80227416298168,0.795739348370927,0.80341123589831
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.84722222 0.83333333 0.8125     0.78873239 0.85915493],0.516806722689076,0.516806722689076,0.781879194630873,0.95774647887324,0.949720670391062,0.958100558659218,0.590747330960854,0.653543307086614,0.506951833723487,0.572490706319703,0.6875,0.526289682539683,0.793650793650794,0.837520938023451,0.781785679095759
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53645833 0.41666667 0.58854167 0.49479167 0.5       ],0.532915360501567,0.470219435736677,0.800751879699248,1,1,1,0.532915360501567,0.586206896551724,0.53735632183908,0.510144927536232,0.539877300613497,0.468656599024697,0.803945745992602,0.8284625158831,0.80112866214427
svm_model_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.48958333 0.46875    0.58333333 0.58510638],0.572327044025157,0.534591194968553,0.551507537688442,0.58252427184466,0.627615062761506,0.55020920502092,0.569620253164557,0.555555555555556,0.572649572649573,0.54320987654321,0.536585365853659,0.534526449160596,0.572455089820359,0.59452736318408,0.551070788191024
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.62765957 0.63829787 0.62765957 0.68085106 0.69148936],0.564102564102564,0.493589743589744,0.78772378516624,0.959830866807611,0.965957446808511,0.959574468085106,0.604651162790698,0.68421052631579,0.567105263157895,0.538011695906433,0.613333333333333,0.498024691358025,0.79656862745098,0.841968911917098,0.788408698382792
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.51388889 0.53521127 0.48591549 0.61971831],0.504201680672269,0.487394957983193,0.798319327731092,1,1,1,0.516393442622951,0.533898305084746,0.504449152542373,0.504065040650406,0.563636363636364,0.492755681818182,0.800664451827243,0.823931623931624,0.798742671469944
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166,4, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.65625    0.76041667 0.71276596 0.71276596],0.5,0.658227848101266,0.789141414141414,0.930041152263374,0.949579831932773,0.928571428571429,0.515337423312883,0.477272727272727,0.502922077922078,0.644736842105263,0.671232876712329,0.65914585012087,0.791510611735331,0.794486215538847,0.789100614130747
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.515625   0.484375   0.48421053 0.48421053 0.50526316],0.528301886792453,0.540880503144654,0.79874213836478,0.974789915966386,0.972746331236897,0.974842767295598,0.493243243243243,0.517730496453901,0.527226830147854,0.554878048780488,0.538461538461538,0.541042849767682,0.796954314720812,0.797966963151207,0.798734415573113
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.49652778 0.46527778 0.52447552 0.52797203 0.52097902],0.493670886075949,0.514767932489452,0.508385744234801,0.54320987654321,0.582984658298466,0.50976290097629,0.516129032258064,0.56140350877193,0.49614890885751,0.514767932489451,0.495934959349593,0.515511339323919,0.536561264822134,0.569182389937107,0.508385744234801
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.54736842 0.55789474 0.61052632 0.56315789 0.54210526],0.556962025316456,0.620253164556962,0.826169405815424,0.983957219251337,0.968421052631579,0.984210526315789,0.613259668508287,0.730263157894737,0.563302310654685,0.680851063829787,0.761904761904762,0.610682110682111,0.835624626419606,0.879245283018868,0.825899642780082
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163,8, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.78421053 0.80526316 0.77368421 0.77368421 0.76842105],0.509493670886076,0.575949367088608,0.79582806573957,0.963519313304721,0.945263157894737,0.96421052631579,0.504792332268371,0.537414965986395,0.511311033289055,0.629834254143646,0.651428571428571,0.566849037487335,0.79900435594275,0.805520702634881,0.795753981890689
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.72395833 0.71354167 0.73157895 0.73157895 0.71052632],0.540880503144654,0.537735849056604,0.794968553459119,0.965153115100317,0.958071278825996,0.965408805031446,0.557575757575757,0.613333333333333,0.544761904761905,0.571428571428571,0.597560975609756,0.535793474817865,0.798765432098766,0.81795195954488,0.795083614315619
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76056338 0.76056338 0.79577465 0.80985915 0.70422535],0.542372881355932,0.584745762711864,0.780033840947547,0.922190201729106,0.901408450704225,0.923943661971831,0.597014925373134,0.650406504065041,0.537592632563494,0.631578947368421,0.631578947368421,0.577925396014308,0.788273615635179,0.792144026186579,0.77960966633322
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.51041667 0.55208333 0.5        0.4893617  0.42553191],0.550632911392405,0.569620253164557,0.80506329113924,0.967320261437908,0.936708860759494,0.968354430379747,0.574850299401198,0.585365853658537,0.549261874197689,0.564102564102564,0.571428571428571,0.569664902998236,0.80306905370844,0.792929292929293,0.805094088089012
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.60084034 0.60084034 0.64285714 0.60504202 0.62605042],0.587743732590529,0.615598885793872,0.800314465408805,0.920368818105616,0.922689075630252,0.920168067226891,0.54601226993865,0.486338797814208,0.589760307998013,0.524137931034483,0.431818181818182,0.612083954297069,0.7893864013267,0.748427672955975,0.800314465408805
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.64583333 0.68229167 0.60416667 0.640625   0.61578947],0.526645768025078,0.510971786833856,0.770050125313283,0.937106918238994,0.933194154488518,0.937369519832985,0.579387186629526,0.597701149425287,0.519540229885057,0.518518518518518,0.571428571428571,0.515365448504983,0.775809407452657,0.79375,0.769990577889447
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.6875     0.65625    0.70833333 0.71875    0.72916667],0.6375,0.6,0.82125,0.956701030927835,0.966666666666667,0.95625,0.628205128205128,0.556818181818182,0.646464646464646,0.594936708860759,0.528089887640449,0.609115366355436,0.821026282853567,0.786570743405276,0.822789288151724
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.58333333 0.47916667 0.50704225 0.53521127 0.47183099],0.487394957983193,0.495798319327731,0.567226890756302,0.604920405209841,0.585434173669468,0.617647058823529,0.464912280701754,0.486238532110092,0.487305312566674,0.51219512195122,0.529411764705882,0.495798319327731,0.55793991416309,0.555555555555556,0.567033976124885
svm_model_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.53157895 0.56315789 0.56315789 0.53157895 0.59473684],0.503164556962025,0.512658227848101,0.713653603034134,0.85360824742268,0.871578947368421,0.850526315789474,0.516923076923077,0.528301886792453,0.50300444658094,0.524691358024692,0.586206896551724,0.518249647106271,0.720197652872143,0.748395378690629,0.714172782745065
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdn,16,142,158,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.54513889 0.52083333 0.51048951 0.53496503 0.53146853],0.514767932489452,0.476793248945148,0.69601677148847,0.763358778625954,0.767085076708508,0.762203626220362,0.51063829787234,0.517241379310345,0.51481903676261,0.46551724137931,0.446280991735537,0.477450840695355,0.69601677148847,0.69601677148847,0.69601677148847
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.76041667 0.69791667 0.67708333 0.75531915],0.490566037735849,0.622641509433962,0.781407035175879,0.929936305732484,0.916317991631799,0.930962343096234,0.47741935483871,0.435294117647059,0.494674085850556,0.620253164556962,0.6125,0.622705696202532,0.778061224489796,0.754950495049505,0.78181198221863
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.80769231 0.86363636 0.86363636 0.81118881 0.84965035],0.648535564853556,0.661087866108787,0.884171907756813,0.96056338028169,0.953846153846154,0.960839160839161,0.64406779661017,0.660869565217391,0.64898316970547,0.682352941176471,0.701612903225807,0.659502103786816,0.884353741496599,0.885744234800839,0.884171907756813
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svdne,8,192,200,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.57563025 0.60504202 0.57983193 0.59243697 0.60169492],0.566666666666667,0.586111111111111,0.591719077568134,0.557835820895522,0.503367003367003,0.601010101010101,0.6,0.619047619047619,0.56390977443609,0.610966057441253,0.68421052631579,0.590782511835143,0.577777777777778,0.558700209643606,0.591719077568134
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.515625   0.5        0.51041667 0.51041667 0.51052632],0.520376175548589,0.495297805642633,0.800125313283208,0.994775339602926,0.993736951983299,0.994780793319416,0.48135593220339,0.486301369863014,0.517717158919946,0.504615384615385,0.522292993630573,0.495714398049855,0.797717184527584,0.804347826086956,0.800208311077876
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.59090909 0.56293706 0.52097902 0.55944056 0.58098592],0.55,0.579166666666667,0.566561844863732,0.517940717628705,0.464985994397759,0.567226890756303,0.357142857142857,0.245901639344262,0.55515420950264,0.348387096774194,0.228813559322034,0.57342317310364,0.484735202492212,0.407756813417191,0.566561844863732
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.55833333 0.575      0.6        0.54201681 0.53781513],0.553370786516854,0.539325842696629,0.827044025157233,0.994152046783626,0.994983277591973,0.994147157190636,0.593350383631714,0.637362637362637,0.551439939370974,0.598039215686274,0.701149425287356,0.542882404951371,0.834669338677355,0.873165618448637,0.827044025157233
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,468,156,156,0.6,0.2,0.2, [0.58510638 0.4893617  0.5        0.55319149 0.52173913],0.519230769230769,0.596153846153846,0.803846153846154,0.967741935483871,0.961538461538462,0.967948717948718,0.566473988439306,0.662162162162162,0.526203032300593,0.644067796610169,0.703703703703704,0.591851851851852,0.812269938650307,0.850899742930591,0.803966495506216
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdn,32,134,166,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.59722222 0.56944444 0.54166667 0.54861111 0.50694444],0.516666666666667,0.5,0.55,0.530864197530864,0.477777777777778,0.577777777777778,0.491228070175439,0.430769230769231,0.524475524475524,0.428571428571429,0.38135593220339,0.498055015282023,0.502762430939227,0.449013157894737,0.551364687055477
ensemble_model_v2_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200, zones, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5875     0.65966387 0.65546218 0.64285714 0.68487395],0.569832402234637,0.592178770949721,0.791404612159329,0.917369308600337,0.912751677852349,0.917785234899329,0.572222222222222,0.572222222222222,0.56981897627965,0.582857142857143,0.573033707865169,0.59207240948814,0.790084388185654,0.785115303983228,0.791404612159329
svm_model_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.65034965 0.58391608 0.65034965 0.62937063 0.59859155],0.608333333333333,0.583333333333333,0.617924528301887,0.620298083747339,0.612044817927171,0.625350140056022,0.659420289855072,0.733870967741936,0.604004449388209,0.626865671641791,0.724137931034483,0.587875417130145,0.626728110599078,0.641509433962264,0.617924528301887
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166,6, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.54166667 0.53521127 0.57042254 0.52112676 0.50704225],0.50210970464135,0.544303797468354,0.808600337268128,0.9985935302391,0.997191011235955,0.998595505617978,0.495726495726496,0.495726495726496,0.502029914529915,0.587786259541985,0.596899224806201,0.539190353143841,0.811930405965203,0.813953488372093,0.808517840076457
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5        0.58333333 0.44791667 0.52083333],0.45625,0.5,0.52375,0.575396825396825,0.604166666666667,0.554166666666667,0.438709677419355,0.395348837209302,0.461187932118165,0.506172839506173,0.488095238095238,0.50062656641604,0.535931790499391,0.536585365853659,0.523420888055034
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.71354167 0.65625    0.75263158 0.75789474],0.572327044025157,0.493710691823899,0.780150753768844,0.944151738672286,0.937238493723849,0.944560669456067,0.575,0.571428571428571,0.572338489535942,0.51063829787234,0.531645569620253,0.493947784810127,0.780976220275344,0.782936010037641,0.780147250301839
svm_model_N40_B130_E170_nb_zones_4_lab_svd,40,130,170,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.77083333 0.73404255 0.75531915 0.78723404],0.556962025316456,0.512658227848101,0.730379746835443,0.868525896414343,0.919831223628692,0.860759493670886,0.567901234567901,0.741935483870968,0.589717741935484,0.601036269430052,0.734177215189873,0.512658227848101,0.751458576429405,0.851851851851852,0.735391945343402
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166,6, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.77777778 0.80555556 0.71126761 0.81690141 0.83098592],0.584033613445378,0.558823529411765,0.814285714285714,0.975886524822695,0.96358543417367,0.976190476190476,0.582278481012658,0.58974358974359,0.584127993218902,0.497607655502392,0.481481481481482,0.552279202279202,0.807993049522155,0.798969072164948,0.813958220293001
svm_model_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6512605  0.63865546 0.55882353 0.58403361 0.61764706],0.559888579387187,0.623955431754875,0.611111111111111,0.626766417290108,0.633613445378151,0.622689075630252,0.58421052631579,0.616666666666667,0.559729981378026,0.626038781163435,0.631284916201117,0.623975791433892,0.618312757201646,0.629979035639413,0.611111111111111
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.59090909 0.56993007 0.61888112 0.54895105 0.55244755],0.598326359832636,0.581589958158996,0.889412997903564,0.989576094510076,0.995804195804196,0.989510489510489,0.575221238938053,0.570175438596491,0.597087719298246,0.576271186440678,0.544,0.58340350877193,0.889005786428196,0.885744234800839,0.889412997903564
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.48611111 0.52083333 0.51048951 0.48251748 0.6048951 ],0.540084388185654,0.49789029535865,0.879979035639413,0.999302163293789,0.99860529986053,0.999302649930265,0.569169960474308,0.610169491525424,0.540378863409771,0.536964980544747,0.579831932773109,0.497543085030623,0.882141019042717,0.89832285115304,0.879979035639413
svm_model_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.60526316 0.55789474 0.56842105 0.53684211 0.59042553],0.585443037974684,0.626582278481013,0.588607594936709,0.602576808721507,0.641350210970464,0.577004219409283,0.527075812274368,0.442424242424242,0.592073048364439,0.587412587412587,0.528301886792453,0.627208268236991,0.586513994910942,0.577694235588973,0.588719240556635
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.58333333 0.609375   0.59375    0.58947368 0.57894737],0.581761006289308,0.553459119496855,0.798366834170854,0.951882845188284,0.951882845188284,0.951882845188284,0.572347266881029,0.542682926829268,0.583029775102946,0.541935483870968,0.549019607843137,0.553297682709447,0.796448953709575,0.789937106918239,0.798356257348705
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.55416667 0.5125     0.57563025 0.57563025 0.61344538],0.565826330532213,0.532212885154062,0.821802935010482,0.984745762711864,0.973199329983249,0.984924623115578,0.603580562659847,0.670454545454545,0.5672714716223,0.563968668407311,0.596685082872928,0.53129708689101,0.825997952917093,0.845911949685535,0.821802935010482
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166,6, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.75       0.73611111 0.75352113 0.68309859],0.521008403361345,0.533613445378151,0.735738255033557,0.871060171919771,0.849162011173184,0.874301675977654,0.495575221238938,0.482758620689655,0.520067834934992,0.502242152466368,0.440944881889764,0.540292260764702,0.725370531822145,0.692179700499168,0.736106770723357
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svdne,4,196,200,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.52083333 0.57986111 0.58041958 0.58391608 0.55594406],0.544303797468354,0.573839662447257,0.85062893081761,0.946099290780142,0.930264993026499,0.947001394700139,0.546218487394958,0.565217391304348,0.544903777619387,0.591093117408907,0.598360655737705,0.573093371347113,0.849604221635884,0.843815513626834,0.85062893081761
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.52604167 0.52631579 0.48421053 0.5       ],0.515723270440252,0.525157232704403,0.80503144654088,0.994764397905759,0.9958071278826,0.99475890985325,0.5,0.48125,0.515941455696203,0.488135593220339,0.47682119205298,0.522841733751041,0.801026957637998,0.791878172588832,0.804916642404142
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166,6, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54929577 0.52816901 0.55633803 0.58450704 0.63380282],0.516949152542373,0.470338983050848,0.797800338409475,1,1,1,0.451923076923077,0.447619047619048,0.510069065794257,0.497991967871486,0.508196721311475,0.469010641357492,0.795201371036847,0.797250859106529,0.797792096219931
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166,4, low_bits_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.54255319 0.45744681 0.5212766  0.4787234 ],0.435897435897436,0.512820512820513,0.790281329923274,1,1,1,0.428571428571429,0.428571428571429,0.435804701627486,0.525,0.488372093023256,0.515614617940199,0.790816326530612,0.778894472361809,0.790488902847571
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.58041958 0.52447552 0.56293706 0.53873239],0.570833333333333,0.504166666666667,0.541404612159329,0.539816772374912,0.536414565826331,0.542717086834734,0.55793991416309,0.585585585585586,0.571862560234653,0.52589641434263,0.511627906976744,0.50356170123612,0.540199684708355,0.538784067085954,0.541404612159329
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.7        0.68421053 0.77894737 0.75789474 0.7287234 ],0.54746835443038,0.537974683544304,0.784177215189873,0.944444444444444,0.932489451476793,0.945147679324894,0.543130990415335,0.544871794871795,0.547435897435897,0.516556291390729,0.52,0.53710843373494,0.780141843971631,0.775641025641026,0.784070512820513
svm_model_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.55208333 0.5625     0.5106383  0.45744681 0.56382979],0.594936708860759,0.613924050632911,0.560759493670886,0.602150537634409,0.708860759493671,0.531645569620253,0.652173913043478,0.740740740740741,0.591149591149591,0.687179487179487,0.752808988764045,0.593795798729849,0.629669156883671,0.724815724815725,0.555619350658515
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55944056 0.53146853 0.53846154 0.55244755 0.58391608],0.606694560669456,0.548117154811716,0.840670859538784,0.928270042194093,0.923076923076923,0.928671328671329,0.6328125,0.704347826086957,0.61023842917251,0.602941176470588,0.661290322580645,0.543688639551192,0.844102564102564,0.862683438155136,0.840670859538784
ensemble_model_N40_B130_E170_nb_zones_4_lab_svd,40,130,170,4, lab, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.79787234 0.80851064 0.81914894 0.86170213 0.85106383],0.551282051282051,0.57051282051282,0.824808184143222,1,1,1,0.551282051282051,0.551282051282051,0.551282051282051,0.583850931677019,0.5875,0.570065789473684,0.825921219822109,0.826972010178117,0.824797059073634
svm_model_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.54201681 0.55462185 0.5210084  0.57983193 0.55084746],0.544444444444444,0.566666666666667,0.554507337526205,0.552364864864865,0.55050505050505,0.553872053872054,0.484276729559748,0.427777777777778,0.544444444444444,0.532934131736527,0.494444444444444,0.566666666666667,0.537037037037037,0.516771488469602,0.554507337526205
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.58741259 0.58741259 0.60839161 0.59090909],0.602510460251046,0.631799163179916,0.861111111111111,0.943370165745856,0.955244755244755,0.942657342657343,0.646840148698885,0.73728813559322,0.604181257879255,0.678832116788321,0.768595041322314,0.630060232525564,0.866901054746359,0.90461215932914,0.861111111111111
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.48601399 0.4965035  0.48951049 0.53169014],0.525,0.525,0.880503144654088,1,1,1,0.547619047619048,0.579831932773109,0.525453156469199,0.532786885245902,0.537190082644628,0.524897562330717,0.881496881496881,0.888888888888889,0.880503144654088
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdn,32,134,166,6, low_bits_4_shifted_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.53472222 0.55555556 0.47916667 0.46527778 0.51408451],0.493723849372385,0.514644351464435,0.801839464882943,1,1,1,0.442396313364055,0.396694214876033,0.494957276929542,0.457943925233645,0.433628318584071,0.510464952942829,0.793733681462141,0.768971332209106,0.801566926469395
ensemble_model_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158,12, lab, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.69097222 0.65972222 0.70486111 0.68531469 0.68881119],0.669491525423729,0.627118644067797,0.840670859538784,0.901988636363636,0.884401114206128,0.903899721448468,0.697674418604651,0.743801652892562,0.667553000359324,0.650793650793651,0.71304347826087,0.629249011857707,0.841501564129301,0.845911949685535,0.840670859538784
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.47916667 0.52112676 0.53521127 0.40140845 0.54929577],0.523206751054852,0.489451476793249,0.799325463743676,0.994413407821229,1,0.99438202247191,0.506550218340611,0.495726495726496,0.522863247863248,0.502057613168724,0.516949152542373,0.489567013245976,0.7996632996633,0.803722504230118,0.799340243711698
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.64685315 0.64335664 0.65734266 0.66083916 0.6443662 ],0.575,0.5375,0.829664570230608,0.921237693389592,0.917366946778711,0.92156862745098,0.575,0.616071428571429,0.577566964285714,0.577946768060837,0.59375,0.533482142857143,0.831168831168831,0.838574423480084,0.829664570230608
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.58854167 0.515625   0.53684211 0.51052632 0.53684211],0.506289308176101,0.5,0.547169811320755,0.566523605150215,0.553459119496855,0.576519916142558,0.522796352583587,0.547770700636943,0.506804604976856,0.519637462235649,0.511904761904762,0.499285714285714,0.547738693467337,0.543640897755611,0.547201159537704
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.74736842 0.73157895 0.66842105 0.63157895 0.66315789],0.537974683544304,0.566455696202532,0.735145385587863,0.857142857142857,0.858947368421053,0.856842105263158,0.575581395348837,0.647058823529412,0.541320822807651,0.607449856733524,0.658385093167702,0.564676417551593,0.745288753799392,0.776932826362484,0.735250776359048
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.53496503 0.53846154 0.62237762 0.54545455 0.5528169 ],0.520833333333333,0.525,0.873165618448637,0.99092812281926,0.994397759103642,0.990896358543417,0.538152610441767,0.598214285714286,0.525669642857143,0.564885496183206,0.578125,0.521205357142857,0.875514403292181,0.892033542976939,0.873165618448637
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svdne,8,192,200,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.58823529 0.59243697 0.6092437  0.59243697 0.60504202],0.568245125348189,0.576601671309192,0.811320754716981,0.953630796150481,0.915966386554622,0.95546218487395,0.588859416445623,0.641618497109826,0.570809248554913,0.597883597883598,0.60752688172043,0.57543974143825,0.810326659641728,0.806079664570231,0.811320754716981
ensemble_model_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163,10, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.51666667 0.49583333 0.49583333 0.50420168 0.52521008],0.539325842696629,0.469101123595506,0.814989517819707,1,1,1,0.546961325966851,0.565714285714286,0.539763220205209,0.479338842975207,0.480662983425414,0.468902920284136,0.816241540864133,0.821802935010482,0.814989517819706
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200,4, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.61702128 0.54255319 0.53191489 0.61702128 0.57446809],0.58974358974359,0.480769230769231,0.79156010230179,0.962025316455696,0.970212765957447,0.961702127659574,0.68,0.8,0.569014084507042,0.566844919786096,0.706666666666667,0.489135802469136,0.81068524970964,0.883544303797468,0.79060936120106
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.65972222 0.73943662 0.69014085 0.74647887],0.579831932773109,0.630252100840336,0.802521008403361,0.933143669985775,0.918767507002801,0.934173669467787,0.56140350877193,0.524590163934426,0.581260599208593,0.603603603603603,0.62037037037037,0.629415954415954,0.796183868169991,0.781942078364566,0.802247987772664
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.59375    0.54166667 0.55208333 0.46875   ],0.4375,0.4375,0.77,0.991735537190083,1,0.991666666666667,0.430379746835443,0.441558441558442,0.437646690658739,0.464285714285714,0.464285714285714,0.43609022556391,0.772839506172839,0.780548628428928,0.769973562334764
ensemble_model_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166,8, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.48958333 0.52604167 0.5        0.48947368 0.53684211],0.518867924528302,0.484276729559748,0.800879396984925,1,1,1,0.495049504950495,0.510204081632653,0.518259935553169,0.526011560693642,0.491891891891892,0.482788051209104,0.802492211838006,0.795061728395062,0.800983549619526
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svd,40,130,170, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.77083333 0.75       0.70833333 0.73404255],0.647798742138365,0.616352201257862,0.834170854271357,0.968814968814969,0.97489539748954,0.968619246861925,0.670588235294118,0.730769230769231,0.649335232668566,0.655367231638418,0.698795180722892,0.612555485098288,0.840579710144927,0.87,0.833989898989899
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.66806723 0.72689076 0.68067227 0.71848739 0.74152542],0.586111111111111,0.583333333333333,0.732704402515723,0.806244260789715,0.739057239057239,0.822390572390572,0.608923884514436,0.620320855614973,0.584726901795926,0.571428571428571,0.578034682080925,0.583134988099286,0.71978021978022,0.686582809224319,0.732704402515723
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.61111111 0.65277778 0.71830986 0.63380282 0.74647887],0.546218487394958,0.504201680672269,0.752100840336134,0.904564315352697,0.915966386554622,0.903361344537815,0.584615384615385,0.690909090909091,0.556392045454545,0.559701492537313,0.5859375,0.497514204545454,0.764188649080735,0.803361344537815,0.752100840336134
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.52097902 0.5034965  0.4965035  0.50352113],0.595833333333333,0.479166666666667,0.883647798742138,1,1,1,0.587234042553191,0.627272727272727,0.598251748251748,0.542124542124542,0.569230769230769,0.470979020979021,0.885330578512397,0.89832285115304,0.883647798742138
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.55208333 0.57368421 0.56842105 0.60526316],0.569182389937107,0.531446540880503,0.786163522012579,0.943037974683544,0.937106918238994,0.943396226415094,0.55663430420712,0.497109826589595,0.576141120191349,0.484429065743945,0.472972972972973,0.527662957074722,0.780077619663648,0.755639097744361,0.786279144831777
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.48611111 0.59722222 0.53472222 0.5        0.57746479],0.435146443514644,0.497907949790795,0.783444816053512,0.994428969359331,0.994428969359331,0.994428969359331,0.478764478764479,0.516666666666667,0.434803921568627,0.504132231404959,0.575471698113208,0.505780961838559,0.787530762920427,0.82051282051282,0.784233496999454
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.5        0.47916667 0.45833333 0.47916667 0.48958333],0.6,0.5125,0.82,0.995850622406639,1,0.995833333333333,0.573333333333333,0.632352941176471,0.604219948849105,0.530120481927711,0.54320987654321,0.512111267385529,0.819548872180451,0.840616966580977,0.820551792292921
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166,4, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.68085106 0.62765957 0.62765957 0.61702128 0.69148936],0.512820512820513,0.615384615384615,0.624040920716112,0.634259259259259,0.582978723404255,0.663829787234043,0.387096774193548,0.307692307692308,0.512820512820513,0.516129032258065,0.438356164383562,0.60472025086648,0.567647058823529,0.5,0.622474747474748
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.625      0.59583333 0.62605042 0.63865546 0.59243697],0.540616246498599,0.579831932773109,0.811320754716981,0.961344537815126,0.958123953098828,0.961474036850921,0.508982035928144,0.494186046511628,0.538984915147706,0.558823529411765,0.513513513513513,0.582338152105594,0.806866952789699,0.788259958071279,0.811320754716981
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.49305556 0.53819444 0.57342657 0.53146853 0.56293706],0.527426160337553,0.531645569620253,0.871069182389937,0.983859649122807,0.97768479776848,0.983960948396095,0.533333333333333,0.520325203252033,0.527706461275139,0.502242152466368,0.491228070175439,0.530166880616175,0.869703389830508,0.860587002096436,0.871069182389937
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59663866 0.58403361 0.54201681 0.58403361 0.54201681],0.532033426183844,0.584958217270195,0.792976939203354,0.934121621621622,0.929411764705882,0.934453781512605,0.577889447236181,0.649717514124294,0.533649965853356,0.642685851318945,0.736263736263736,0.582821133668591,0.8024012006003,0.840670859538784,0.792976939203354
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166,6, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.69444444 0.66666667 0.66666667 0.71126761 0.71830986],0.571428571428571,0.584033613445378,0.661073825503356,0.656514382402707,0.541899441340782,0.716480446927374,0.575,0.547619047619048,0.572916666666667,0.567685589519651,0.565217391304348,0.583421703782255,0.618867924528302,0.547579298831386,0.661647996801865
svm_model_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170,4, lab, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.55319149 0.5212766  0.43617021 0.46808511 0.54255319],0.5,0.506410256410256,0.801790281329923,1,1,1,0.506329113924051,0.526315789473684,0.500657894736842,0.52760736196319,0.518072289156626,0.505611487044067,0.804045512010114,0.807106598984772,0.801749175781046
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53472222 0.54195804 0.53496503 0.56993007 0.51398601],0.525210084033613,0.567226890756302,0.886792452830189,1,1,1,0.546184738955823,0.586206896551724,0.526710005652911,0.579591836734694,0.581967213114754,0.566845675522894,0.88785046728972,0.896226415094339,0.886792452830189
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.671875   0.65104167 0.65789474 0.67894737 0.67894737],0.534591194968553,0.606918238993711,0.638993710691824,0.721554116558742,0.817610062893082,0.684486373165618,0.626262626262626,0.826666666666667,0.550238095238095,0.705882352941176,0.828729281767956,0.571298947453321,0.698212407991588,0.821782178217822,0.635955027727837
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.55555556 0.55555556 0.5625     0.57746479 0.55633803],0.495798319327731,0.504201680672269,0.796140939597315,0.99302649930265,0.994413407821229,0.993016759776536,0.508196721311476,0.5,0.495614035087719,0.491379310344828,0.495652173913043,0.503923647932132,0.796311818943839,0.795644891122278,0.796141773292232
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.52797203 0.55244755 0.56643357 0.60839161 0.54225352],0.554166666666667,0.575,0.850104821802935,0.945195729537367,0.929971988795518,0.946078431372549,0.570281124497992,0.591666666666667,0.554166666666667,0.567796610169491,0.558333333333333,0.575,0.848677248677249,0.840670859538784,0.850104821802935
ensemble_model_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200,12, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.64236111 0.64930556 0.56597222 0.62847222 0.64685315],0.548936170212766,0.621276595744681,0.849056603773585,0.9351011863224,0.931849791376912,0.935326842837274,0.543103448275862,0.5625,0.549542682926829,0.624472573839662,0.601626016260163,0.622241579558653,0.848580441640378,0.845911949685535,0.849056603773585
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.49300699 0.45804196 0.5        0.48591549],0.545833333333333,0.4875,0.878406708595388,1,1,1,0.569169960474308,0.615384615384615,0.547529706066291,0.525096525096525,0.552845528455285,0.485824473629352,0.880412371134021,0.895178197064989,0.878406708595388
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.53472222 0.49305556 0.52777778 0.59027778 0.57746479],0.531380753138075,0.527196652719665,0.540969899665552,0.613365155131265,0.715877437325905,0.54874651810585,0.575757575757576,0.64957264957265,0.533802718228948,0.579925650557621,0.629032258064516,0.523211781206171,0.599562363238512,0.685,0.540486577181208
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.63636364 0.62587413 0.63636364 0.64084507],0.6125,0.608333333333333,0.674528301886793,0.702331961591221,0.717086834733894,0.696078431372549,0.607594936708861,0.626086956521739,0.61304347826087,0.643939393939394,0.68,0.605217391304348,0.683001531393568,0.70125786163522,0.674528301886793
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.63541667 0.5625     0.6875     0.55319149],0.584905660377358,0.572327044025157,0.801507537688442,0.94979079497908,0.94979079497908,0.94979079497908,0.679611650485437,0.777777777777778,0.555555555555556,0.653061224489796,0.810126582278481,0.57381329113924,0.820454545454545,0.884803921568627,0.799360723670912
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svd,26,137,163,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.77083333 0.69166667 0.76470588 0.71428571 0.74789916],0.495798319327731,0.478991596638655,0.672955974842767,0.768817204301075,0.718592964824121,0.78391959798995,0.528795811518325,0.590643274853801,0.499622712695718,0.53960396039604,0.586021505376344,0.474297302395774,0.67192429022082,0.669811320754717,0.672955974842767
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,1428,476,476,0.6,0.2,0.2, [0.58741259 0.56643357 0.59440559 0.55244755 0.6056338 ],0.5625,0.533333333333333,0.85272536687631,0.955119214586255,0.953781512605042,0.955182072829132,0.591439688715953,0.628099173553719,0.561948746440725,0.578947368421053,0.647058823529412,0.534273213417599,0.855823499230375,0.874213836477987,0.85272536687631
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.47916667 0.5875     0.57083333 0.59243697 0.57563025],0.519662921348315,0.519662921348315,0.782494758909853,0.937977909940527,0.923076923076923,0.938963210702341,0.51830985915493,0.513966480446927,0.519695104630243,0.521008403361345,0.525423728813559,0.519695104630243,0.780307040762308,0.772536687631027,0.782494758909853
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.63333333 0.62916667 0.58403361 0.60084034 0.57563025],0.574229691876751,0.515406162464986,0.659853249475891,0.750385208012327,0.815745393634841,0.728643216080402,0.670995670995671,0.794871794871795,0.551756885090218,0.604118993135011,0.814814814814815,0.540740740740741,0.704597177969959,0.811320754716981,0.659853249475891
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.65972222 0.64583333 0.68055556 0.67361111],0.545833333333333,0.516666666666667,0.77,0.929068150208623,0.927777777777778,0.929166666666667,0.543933054393306,0.511811023622047,0.547940910041112,0.512605042016807,0.484126984126984,0.518379281537176,0.769230769230769,0.750407830342578,0.770433898135514
svm_model_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.50704225 0.52816901 0.61267606 0.54929577 0.69014085],0.525423728813559,0.563559322033898,0.566835871404399,0.615782664941785,0.670422535211268,0.58169014084507,0.6,0.763636363636364,0.540548340548341,0.662295081967213,0.759398496240602,0.535039053945543,0.622974963181149,0.707357859531772,0.565151532505612
svm_model_N8_B192_E200_nb_zones_12_lab_svd,8,192,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.6013986  0.65734266 0.65034965 0.65734266 0.65140845],0.616666666666667,0.604166666666667,0.645178197064989,0.614173228346457,0.546218487394958,0.656862745098039,0.566037735849057,0.487804878048781,0.619970815092766,0.541062801932367,0.478632478632479,0.601104857202418,0.599171107164002,0.530398322851153,0.64517819706499
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.75       0.83333333 0.80555556 0.78472222 0.77777778],0.579166666666667,0.541666666666667,0.77,0.907539118065434,0.886111111111111,0.909722222222222,0.621722846441948,0.680327868852459,0.57745207001945,0.549180327868853,0.603603603603604,0.54598784831343,0.772652388797364,0.790893760539629,0.770240949462566
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163,8, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.734375   0.69791667 0.74479167 0.78125    0.75520833],0.53125,0.55,0.79375,0.961702127659574,0.941666666666667,0.9625,0.550898203592814,0.601307189542484,0.534186528902978,0.593220338983051,0.580110497237569,0.545450932072022,0.797297297297297,0.797297297297297,0.79368681658758
ensemble_model_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170,4, lab, svdn,474,158,158,0.6,0.2,0.2, [0.5625     0.55208333 0.4893617  0.5212766  0.64893617],0.556962025316456,0.5,0.811392405063291,1,1,1,0.588235294117647,0.588235294117647,0.554391619661563,0.532544378698225,0.6,0.504819277108434,0.816728167281673,0.836272040302267,0.8112657911435
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200,10, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5625     0.55042017 0.56302521 0.5210084  0.55042017],0.569832402234637,0.544692737430168,0.829664570230608,0.993288590604027,0.993288590604027,0.993288590604027,0.586021505376344,0.612359550561798,0.570068664169788,0.558265582655827,0.572222222222222,0.544538077403246,0.831867563372995,0.842767295597484,0.829664570230608
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,1194,398,398,0.6,0.2,0.2, [0.5375     0.61666667 0.58403361 0.52521008 0.57142857],0.579831932773109,0.523809523809524,0.821802935010482,0.983136593591905,0.976549413735343,0.983249581239531,0.545454545454545,0.520231213872832,0.578050389545112,0.472049689440994,0.41304347826087,0.527330987685348,0.815016322089227,0.785115303983228,0.821802935010482
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.53819444 0.5625     0.57342657 0.55944056 0.55244755],0.523206751054852,0.556962025316456,0.859014675052411,0.964754664823773,0.97350069735007,0.964435146443515,0.523206751054852,0.496,0.524785714285714,0.537444933920705,0.544642857142857,0.556321428571429,0.859236002093145,0.860587002096436,0.859014675052411
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.49479167 0.54210526 0.46315789 0.51052632 0.5       ],0.476340694006309,0.498422712933754,0.795081967213115,1,1,1,0.457516339869281,0.49645390070922,0.478340586718246,0.533724340175953,0.522988505747126,0.495759987139298,0.796747967479675,0.805309734513274,0.795107697445317
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.64166667 0.72268908 0.70168067 0.75210084 0.73109244],0.539106145251397,0.544692737430168,0.741614255765199,0.85981308411215,0.848993288590604,0.861577181208054,0.562334217506631,0.609195402298851,0.541010744627686,0.56763925729443,0.581521739130435,0.543634432783608,0.74469186949767,0.753668763102725,0.741614255765199
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166,6, low_bits_6, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.71527778 0.73239437 0.78873239 0.71830986 0.75352113],0.60337552742616,0.628691983122363,0.817032040472175,0.950213371266003,0.938202247191011,0.950842696629213,0.617886178861789,0.571428571428571,0.60782967032967,0.603603603603603,0.598214285714286,0.627107142857143,0.81468830059778,0.793677204658902,0.817351422842271
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.59375    0.59375    0.59895833 0.61578947 0.54736842],0.49685534591195,0.566037735849057,0.791457286432161,0.964059196617336,0.95397489539749,0.964435146443515,0.49685534591195,0.490683229813665,0.49693397159473,0.596491228070175,0.633540372670807,0.565177829647506,0.793275217932752,0.79625,0.791433080808081
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.46875    0.73958333 0.65625    0.68085106 0.65957447],0.569620253164557,0.487341772151899,0.794191919191919,0.970464135021097,0.966386554621849,0.970588235294117,0.590361445783132,0.7,0.582954545454546,0.484076433121019,0.452380952380952,0.48970398970399,0.795483061480552,0.808673469387755,0.794336734693878
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdne,32,134,166,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.65972222 0.65277778 0.66666667 0.64583333],0.604166666666667,0.558333333333333,0.704166666666667,0.786703601108033,0.788888888888889,0.786111111111111,0.633204633204633,0.738738738738739,0.613555415880997,0.572580645161291,0.586776859504132,0.558094312105007,0.711147274206672,0.738175675675676,0.704614153627311
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdn,16,142,158,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.48951049 0.5034965  0.47552448 0.52464789],0.5375,0.558333333333333,0.886268343815514,1,1,1,0.519480519480519,0.517241379310345,0.536846496106785,0.569105691056911,0.564516129032258,0.558120133481646,0.886089238845144,0.884696016771489,0.886268343815514
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166, zones, lab, svdn,960,320,320,0.6,0.2,0.2, [0.5        0.5        0.47916667 0.48958333 0.53125   ],0.51875,0.50625,0.8025,0.995833333333333,0.995833333333333,0.995833333333333,0.524691358024691,0.544871794871795,0.519387116948093,0.509316770186335,0.482352941176471,0.507843137254902,0.803237858032379,0.800248138957816,0.802517016582183
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.6125     0.57916667 0.60084034 0.58403361 0.56722689],0.571428571428571,0.560224089635854,0.792976939203354,0.928027095681626,0.917922948073702,0.928810720268007,0.583106267029973,0.611428571428571,0.572197802197802,0.590078328981723,0.620879120879121,0.559010989010989,0.795442775763853,0.80503144654088,0.792976939203354
svm_model_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.57692308 0.64685315 0.58041958 0.54195804 0.59090909],0.598326359832636,0.606694560669456,0.593815513626834,0.603389830508475,0.622377622377622,0.590909090909091,0.644444444444444,0.725,0.597794117647059,0.659420289855072,0.764705882352941,0.607352941176471,0.616526472043543,0.653039832285115,0.593815513626834
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.5        0.47916667 0.58333333 0.45833333],0.5125,0.5,0.79875,0.993736951983299,0.991666666666667,0.99375,0.450704225352113,0.470588235294118,0.507033248081841,0.56043956043956,0.566666666666667,0.490476190476191,0.799501867995019,0.806532663316583,0.798788719717993
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.5        0.55555556 0.54861111 0.57638889 0.5625    ],0.55,0.583333333333333,0.825833333333333,0.998609179415855,0.997222222222222,0.998611111111111,0.584615384615385,0.603174603174603,0.547201336675021,0.586776859504132,0.57258064516129,0.583704115684094,0.828828828828829,0.829508196721311,0.825771047513198
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166,6, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.58333333 0.53472222 0.51388889 0.46527778],0.520833333333333,0.5375,0.811666666666667,1,1,1,0.514767932489451,0.495934959349593,0.52147175317907,0.535564853556485,0.566371681415929,0.539091352518988,0.811036789297659,0.813758389261745,0.811680519134184
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68881119 0.67132867 0.72377622 0.72027972 0.68881119],0.615062761506276,0.606694560669456,0.834381551362683,0.907932011331445,0.896503496503497,0.909090909090909,0.574074074074074,0.52991452991453,0.61331792069497,0.605042016806723,0.590163934426229,0.607047779178927,0.830653804930332,0.812368972746331,0.834381551362683
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.62105263 0.65789474 0.67894737 0.63157895 0.61052632],0.487341772151899,0.544303797468354,0.764222503160556,0.929989550679206,0.936842105263158,0.929473684210526,0.547486033519553,0.649006622516556,0.494200280955248,0.621052631578947,0.728395061728395,0.539522206188873,0.779941002949853,0.838832487309645,0.76450440486389
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.81944444 0.82638889 0.74647887 0.83098592 0.80985915],0.512605042016807,0.588235294117647,0.79327731092437,0.955431754874652,0.96078431372549,0.955182072829131,0.56390977443609,0.619834710743802,0.510772056226602,0.647482014388489,0.803571428571429,0.600198412698413,0.805071315372425,0.861016949152542,0.793841807909604
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.54861111 0.5625     0.52816901 0.58450704 0.52816901],0.504201680672269,0.512605042016807,0.554621848739496,0.636363636363636,0.725490196078431,0.585434173669468,0.566176470588235,0.636363636363636,0.501942501942502,0.594405594405594,0.720338983050847,0.51433615819209,0.613702623906706,0.706375838926174,0.554366370641538
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61538462 0.6048951  0.58391608 0.58391608 0.61888112],0.564853556485356,0.502092050209205,0.823899371069182,0.920701754385965,0.917482517482518,0.920979020979021,0.606060606060606,0.645161290322581,0.561711079943899,0.557620817843866,0.652173913043478,0.507538569424965,0.828396322778345,0.850104821802935,0.823899371069182
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.71428571 0.72689076 0.68907563 0.68487395 0.76271186],0.577777777777778,0.569444444444444,0.809224318658281,0.951156812339332,0.934343434343434,0.952020202020202,0.542168674698795,0.517241379310345,0.575824990730441,0.555873925501433,0.521505376344086,0.57109751575825,0.803030303030303,0.777777777777778,0.809224318658281
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.47916667 0.50840336 0.54201681 0.45798319],0.490196078431373,0.540616246498599,0.813417190775681,0.991610738255034,0.989949748743718,0.991624790619766,0.464705882352941,0.427027027027027,0.492583280955374,0.493827160493827,0.465116279069767,0.537963544940289,0.808189655172414,0.786163522012579,0.813417190775681
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.80555556 0.77777778 0.72535211 0.71830986 0.78169014],0.57563025210084,0.558823529411765,0.798319327731092,0.951008645533141,0.92436974789916,0.952380952380952,0.538812785388128,0.504273504273504,0.574450801723529,0.560669456066946,0.563025210084034,0.558823529411765,0.791666666666667,0.768971332209106,0.798221009488138
svm_model_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.78125    0.83333333 0.82291667 0.8125    ],0.55625,0.51875,0.8,0.974789915966386,0.966666666666667,0.975,0.574850299401198,0.64,0.561176470588235,0.544378698224852,0.621621621621622,0.525927089880578,0.80295566502463,0.838046272493573,0.801018270066738
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.59027778 0.60416667 0.61267606 0.66901408 0.64788732],0.584033613445378,0.588235294117647,0.642857142857143,0.68595041322314,0.697478991596639,0.680672268907563,0.623574144486692,0.706896551724138,0.587054833239118,0.652482269503546,0.736,0.580389380530973,0.665617623918175,0.707357859531772,0.642530281117238
svm_model_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.57563025 0.67226891 0.56722689 0.54201681],0.558659217877095,0.603351955307263,0.601153039832285,0.600865800865801,0.582214765100671,0.613255033557047,0.561111111111111,0.540106951871658,0.559527160146355,0.589595375722543,0.596491228070175,0.603058448259687,0.591080064481462,0.576519916142558,0.601153039832285
svm_model_N16_B184_E200_nb_zones_4_lab_svd,16,184,200,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.78125    0.72916667 0.71875    0.76041667 0.65625   ],0.63125,0.54375,0.70875,0.780911062906725,0.75,0.789583333333333,0.628930817610063,0.602409638554217,0.632373650445939,0.535031847133758,0.488372093023256,0.548240100565682,0.7001287001287,0.665036674816626,0.709756189070717
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdne,32,134,166,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.69444444 0.76388889 0.71527778 0.80555556 0.75352113],0.606694560669456,0.598326359832636,0.823578595317726,0.970128022759602,0.949860724233983,0.97075208913649,0.656934306569343,0.725806451612903,0.60203366058906,0.630769230769231,0.645669291338583,0.59515607424072,0.829426030719483,0.840983606557377,0.82322217870531
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.71354167 0.70833333 0.74210526 0.71052632],0.594339622641509,0.512578616352201,0.792085427135678,0.949732620320856,0.928870292887029,0.950836820083682,0.610271903323263,0.612121212121212,0.593642305407011,0.488448844884488,0.47741935483871,0.51171581238868,0.789037603569152,0.775689223057644,0.79212672739784
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.46180556 0.47222222 0.52777778 0.46875    0.45104895],0.451063829787234,0.527659574468085,0.866352201257862,0.989532449406839,0.986091794158554,0.989568845618915,0.416289592760181,0.356589147286822,0.461313441567939,0.488479262672811,0.5,0.525193798449612,0.863709246392304,0.846960167714885,0.866352201257862
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.48951049 0.55944056 0.54195804 0.5528169 ],0.4875,0.479166666666667,0.536687631027254,0.565573770491803,0.579831932773109,0.554621848739496,0.502024291497976,0.525423728813559,0.488121700472353,0.489795918367347,0.491803278688525,0.478952486801889,0.548057259713702,0.561844863731656,0.536687631027254
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.51388889 0.52083333 0.5915493  0.57746479 0.54929577],0.504201680672269,0.53781512605042,0.788235294117647,0.966197183098592,0.96078431372549,0.966386554621849,0.491379310344828,0.5,0.504032258064516,0.592592592592593,0.606060606060606,0.529445397369926,0.792079207920792,0.796019900497512,0.78812920067465
ensemble_model_v2_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200, zones, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63888889 0.55902778 0.58680556 0.59722222 0.62937063],0.6,0.582978723404255,0.819706498951782,0.894736842105263,0.898470097357441,0.894297635605007,0.587719298245614,0.553719008264463,0.601420907641003,0.5625,0.552631578947368,0.582100913440626,0.818565400843882,0.813417190775681,0.819706498951782
ensemble_model_N16_B184_E200_nb_zones_4_lab_svd,16,184,200,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.66666667 0.61458333 0.57291667 0.58333333 0.6875    ],0.575,0.625,0.81875,0.963597430406852,0.9375,0.964583333333333,0.622222222222222,0.746666666666667,0.585098039215686,0.634146341463415,0.764705882352941,0.643222506393862,0.821208384710234,0.869451697127937,0.82081697566229
ensemble_model_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.73958333 0.72916667 0.75531915 0.75531915 0.75531915],0.60126582278481,0.645569620253165,0.813924050632911,0.940677966101695,0.936708860759494,0.940928270042194,0.651933701657459,0.766233766233766,0.605339105339105,0.65,0.722222222222222,0.651808785529716,0.819188191881919,0.862694300518135,0.815010516595701
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79861111 0.79166667 0.81944444 0.78873239 0.78873239],0.571428571428571,0.596638655462185,0.815436241610738,0.969014084507042,0.960893854748603,0.96927374301676,0.630434782608696,0.73728813559322,0.572810734463277,0.659574468085106,0.732283464566929,0.586862453004185,0.826498422712934,0.868988391376451,0.814799798404694
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200,10, low_bits_4, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.64583333 0.61666667 0.625      0.6125     0.6092437 ],0.47887323943662,0.526760563380282,0.792976939203354,0.964224872231686,0.944908180300501,0.964941569282137,0.469914040114613,0.5,0.480366492146597,0.571428571428571,0.586387434554974,0.521852253862853,0.793733681462141,0.79664570230608,0.792976939203354
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svd,26,137,163,10, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70833333 0.69747899 0.69327731 0.68067227 0.68907563],0.572625698324022,0.58659217877095,0.806079664570231,0.94147582697201,0.931208053691275,0.942114093959732,0.583106267029973,0.591160220994475,0.572416268689328,0.602150537634409,0.632768361581921,0.587102412835159,0.807090719499479,0.811320754716981,0.806079664570231
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.56666667 0.5625     0.5125     0.53361345 0.46218487],0.584269662921348,0.528089887640449,0.818658280922432,0.974747474747475,0.968227424749164,0.974916387959866,0.577142857142857,0.558011049723757,0.584719810576164,0.540983606557377,0.565714285714286,0.528713496448303,0.81827731092437,0.816561844863732,0.818658280922432
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.50694444 0.45138889 0.59027778 0.54861111],0.470833333333333,0.5125,0.7925,0.993084370677732,0.997222222222222,0.993055555555556,0.459574468085106,0.5,0.473484848484848,0.522448979591837,0.547008547008547,0.513341671878257,0.793017456359102,0.815384615384615,0.793058161350844
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.50347222 0.49305556 0.52447552 0.52097902 0.55944056],0.506329113924051,0.523206751054852,0.870545073375262,0.988136775994417,0.98744769874477,0.988145048814505,0.537549407114625,0.586206896551724,0.507979481333713,0.538775510204082,0.545454545454545,0.522727272727273,0.872087001553599,0.882599580712788,0.870545073375262
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.80555556 0.82867133 0.76223776 0.77272727 0.7972028 ],0.584033613445378,0.579831932773109,0.80293501048218,0.873299928418039,0.85195530726257,0.876396648044693,0.49746192893401,0.418803418803419,0.58130253584799,0.494949494949495,0.40495867768595,0.582821219184855,0.790178571428571,0.742138364779874,0.80293501048218
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.51388889 0.53521127 0.51408451 0.5       ],0.53781512605042,0.521008403361345,0.811764705882353,1,1,1,0.552845528455285,0.503703703703704,0.543113987774182,0.472222222222222,0.45945945945946,0.517131304532879,0.809523809523809,0.7893864013267,0.812069691293674
svm_model_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166,8, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.73157895 0.77894737 0.75789474 0.66315789],0.610759493670886,0.575949367088608,0.774968394437421,0.894792773645058,0.886315789473684,0.895789473684211,0.626139817629179,0.620481927710843,0.610240963855422,0.603550295857988,0.633540372670807,0.574834702464436,0.778606965174129,0.780548628428928,0.774889698829848
svm_model_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55042017 0.54201681 0.56302521 0.6092437  0.6092437 ],0.54874651810585,0.537604456824513,0.564465408805031,0.56749785038693,0.554621848739496,0.577310924369748,0.554945054945055,0.564245810055866,0.5487895716946,0.574358974358974,0.622222222222222,0.537368094351335,0.566510172143975,0.569182389937107,0.564465408805031
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5        0.53157895 0.53684211 0.52631579 0.43684211],0.473186119873817,0.473186119873817,0.78625472887768,0.994720168954594,0.989495798319328,0.994747899159664,0.448844884488449,0.465753424657534,0.472642794200112,0.48297213622291,0.464285714285714,0.473753595397891,0.784488239033694,0.781012658227848,0.786234972330005
ensemble_model_v2_N16_B184_E200_nb_zones_4_lab_svd,16,184,200, zones, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.63541667 0.72916667 0.80851064 0.61702128],0.689873417721519,0.588607594936709,0.818181818181818,0.935344827586207,0.911764705882353,0.936974789915966,0.652482269503546,0.605263157894737,0.686777920410783,0.539007092198582,0.527777777777778,0.583656330749354,0.806970509383378,0.77979274611399,0.817236274534827
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.67361111 0.67361111 0.67361111 0.66666667 0.66666667],0.566666666666667,0.6125,0.8,0.941655359565807,0.963888888888889,0.940277777777778,0.531531531531532,0.536363636363636,0.564335664335664,0.632411067193676,0.645161290322581,0.611373748609566,0.801980198019802,0.818181818181818,0.8001800180018
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.53496503 0.46153846 0.51748252 0.46503497 0.52816901],0.5,0.545833333333333,0.879979035639413,1,1,1,0.495798319327731,0.487603305785124,0.500104173900965,0.502283105022831,0.46218487394958,0.54514202375165,0.878514588859416,0.867924528301887,0.879979035639413
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,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.78472222 0.72222222 0.64583333 0.76760563 0.75352113],0.550420168067227,0.474789915966386,0.778523489932886,0.955056179775281,0.949720670391062,0.955307262569832,0.566801619433198,0.588235294117647,0.550420168067227,0.489795918367347,0.495867768595041,0.474429610793247,0.780730897009967,0.785953177257525,0.778498474150648
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65789474 0.6        0.68421053 0.62105263 0.63157895],0.598101265822785,0.525316455696203,0.766750948166877,0.903361344537815,0.905263157894737,0.903157894736842,0.599369085173502,0.605095541401274,0.598145254977367,0.516129032258065,0.522875816993464,0.525241589478327,0.766307789740342,0.770700636942675,0.76678068233583
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.74166667 0.72268908 0.77310924 0.68907563 0.70588235],0.597765363128492,0.53072625698324,0.811844863731656,0.96,0.946308724832215,0.960570469798657,0.62303664921466,0.691860465116279,0.601306576644161,0.555555555555556,0.564516129032258,0.529351087771943,0.814470284237726,0.825995807127883,0.811844863731656
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.79166667 0.78125    0.69791667 0.79787234],0.515723270440252,0.471698113207547,0.775125628140704,0.962809917355372,0.97489539748954,0.96234309623431,0.52760736196319,0.48314606741573,0.520144462279294,0.461538461538462,0.521739130434783,0.477536231884058,0.777085927770859,0.785894206549118,0.77515261705902
svm_model_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200,10, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.56666667 0.62184874 0.53781513 0.58403361 0.63445378],0.597765363128492,0.544692737430168,0.587526205450734,0.623824451410658,0.667785234899329,0.597315436241611,0.636363636363636,0.72,0.600437158469945,0.599508599508599,0.666666666666667,0.541904761904762,0.621452621452622,0.677148846960168,0.587526205450734
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.59440559 0.65734266 0.59090909 0.64335664 0.64788732],0.583333333333333,0.654166666666667,0.853249475890985,0.932964754664824,0.945378151260504,0.932072829131653,0.62406015037594,0.697478991596639,0.584276685880964,0.704626334519573,0.818181818181818,0.652788388082506,0.859578736208626,0.89832285115304,0.853249475890985
ensemble_model_N8_B192_E200_nb_zones_12_lab_svd,8,192,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.62587413 0.63286713 0.63636364 0.5915493 ],0.633333333333333,0.683333333333333,0.840146750524109,0.903622693096377,0.925770308123249,0.901260504201681,0.642276422764228,0.626984126984127,0.633667502088555,0.654545454545454,0.631578947368421,0.680868838763576,0.841886988076724,0.851153039832285,0.840146750524109
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.81118881 0.81468531 0.82867133 0.85664336 0.80633803],0.5875,0.579166666666667,0.84958071278826,0.937184115523466,0.908963585434173,0.939075630252101,0.637362637362638,0.701612903225807,0.583565072302558,0.597609561752988,0.646551724137931,0.581340378197998,0.8496595075956,0.850104821802935,0.84958071278826
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166,8, low_bits_6, svd,960,320,320,0.6,0.2,0.2, [0.74479167 0.73958333 0.74479167 0.78125    0.72916667],0.559375,0.5875,0.7475,0.860786397449522,0.84375,0.863541666666667,0.617886178861789,0.647727272727273,0.549558080808081,0.595092024539877,0.633986928104575,0.589448553872647,0.753056234718826,0.761433868974042,0.747341460403582
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.62847222 0.5625     0.58391608 0.53146853 0.56993007],0.616033755274262,0.527426160337553,0.866876310272536,0.964059196617336,0.95397489539749,0.964435146443515,0.54726368159204,0.47008547008547,0.614209401709402,0.428571428571429,0.35,0.529700854700855,0.860132158590308,0.818658280922432,0.866876310272536
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.79861111 0.75       0.77083333 0.82394366 0.78873239],0.529411764705882,0.483193277310924,0.760906040268456,0.929971988795518,0.927374301675978,0.930167597765363,0.521367521367521,0.539823008849557,0.529911504424779,0.57439446366782,0.62406015037594,0.464411027568922,0.769603880355699,0.788079470198676,0.760536333738793
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.57563025 0.57983193 0.64285714 0.55042017 0.6059322 ],0.558333333333333,0.519444444444444,0.816561844863732,0.985049833887043,0.998316498316498,0.984848484848485,0.449826989619377,0.357142857142857,0.560593900481541,0.392982456140351,0.314606741573034,0.517193480676627,0.803149606299212,0.748427672955975,0.816561844863732
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdne,40,80,120,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.78125    0.77272727 0.77272727 0.75874126 0.76923077],0.563025210084034,0.563025210084034,0.788259958071279,0.857558139534884,0.824022346368715,0.863128491620112,0.590551181102362,0.5859375,0.561150568181818,0.577235772357724,0.645454545454546,0.568821022727273,0.784648187633262,0.771488469601677,0.788259958071279
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.48601399 0.52797203 0.51048951 0.49295775],0.545833333333333,0.4875,0.873689727463312,0.993675333801827,0.990196078431373,0.993697478991597,0.524017467248908,0.491803278688525,0.546749096971381,0.517647058823529,0.559322033898305,0.488677410391775,0.873623492396434,0.873165618448637,0.873689727463312
svm_model_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.57638889 0.54861111 0.61111111 0.55633803 0.52816901],0.57563025210084,0.558823529411765,0.562080536912752,0.627358490566038,0.743016759776536,0.558659217877095,0.627306273062731,0.758928571428571,0.585813492063492,0.606741573033708,0.704347826086957,0.563556026864617,0.623376623376623,0.738461538461539,0.565276897731593
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svd,8,192,200,12, low_bits_4_shifted_2, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.55555556 0.64930556 0.61805556 0.58741259 0.57692308],0.538135593220339,0.597457627118644,0.590146750524109,0.574374079528719,0.543175487465181,0.597493036211699,0.591760299625468,0.782178217821782,0.568866886688669,0.692556634304207,0.792592592592593,0.564613127979465,0.595656670113754,0.60377358490566,0.590146750524109
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.52447552 0.55594406 0.51048951 0.5034965  0.54577465],0.520833333333333,0.570833333333333,0.85167714884696,0.954128440366972,0.946778711484594,0.954481792717087,0.497816593886463,0.5,0.51984126984127,0.53393665158371,0.468253968253968,0.576232247284879,0.848419925013391,0.830188679245283,0.85167714884696
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.4965035  0.54895105 0.52097902 0.52447552 0.50352113],0.479166666666667,0.4875,0.859538784067086,0.985974754558205,0.984593837535014,0.985994397759104,0.50199203187251,0.516393442622951,0.478535704362323,0.502024291497976,0.525423728813559,0.488121700472353,0.860706860706861,0.867924528301887,0.859538784067086
svm_model_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200,4, lab, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.65625    0.63541667 0.63829787 0.62765957],0.645569620253165,0.658227848101266,0.66540404040404,0.651685393258427,0.609243697478992,0.67436974789916,0.594202898550725,0.525641025641026,0.644070512820513,0.653846153846154,0.593023255813954,0.664567183462532,0.641407307171854,0.58955223880597,0.666570991197857
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.46527778 0.50704225 0.53521127 0.52816901 0.6056338 ],0.624472573839662,0.540084388185654,0.829679595278246,0.99438202247191,0.99438202247191,0.99438202247191,0.627615062761506,0.630252100840336,0.624448084318473,0.551440329218107,0.5234375,0.541535263761468,0.830820770519263,0.822553897180763,0.829801819945441
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.61805556 0.58333333 0.58450704 0.6056338  0.64788732],0.61344537815126,0.617647058823529,0.805042016806723,0.931849791376912,0.938375350140056,0.931372549019608,0.643410852713178,0.605839416058394,0.614800896148009,0.55609756097561,0.548076923076923,0.60985935706085,0.803722504230118,0.794314381270903,0.805096379824641
svm_model_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163,10, lab, svdne,1200,400,400,0.6,0.2,0.2, [0.69166667 0.70833333 0.63333333 0.73333333 0.675     ],0.607344632768362,0.663841807909605,0.770964360587002,0.847918436703483,0.831666666666667,0.850833333333333,0.629333333333333,0.655555555555556,0.606513409961686,0.682666666666667,0.735632183908046,0.665038314176245,0.77322262584328,0.780922431865828,0.770964360587002
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.67226891 0.71848739 0.64705882 0.66806723 0.72457627],0.569444444444444,0.625,0.802410901467505,0.925449871465296,0.909090909090909,0.926767676767677,0.570637119113573,0.581920903954802,0.569648976567565,0.641909814323607,0.66120218579235,0.624386403630638,0.802099737532808,0.80083857442348,0.802410901467505
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.75789474 0.71052632 0.73684211 0.75263158 0.71276596],0.591772151898734,0.591772151898734,0.753164556962025,0.858974358974359,0.848101265822785,0.860759493670886,0.630372492836676,0.691823899371069,0.59113487962184,0.626086956521739,0.72,0.597951807228916,0.760736196319018,0.791826309067688,0.753504120656805
svm_model_N40_B130_E170_nb_zones_6_lab_svd,40,130,170,6, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.84507042 0.77464789 0.78873239 0.79577465 0.86619718],0.567796610169492,0.614406779661017,0.835871404399323,0.998589562764457,0.997183098591549,0.998591549295774,0.643356643356643,0.793103448275862,0.571551724137931,0.669090909090909,0.793103448275862,0.617385057471264,0.847244094488189,0.916524701873935,0.836413611441169
ensemble_model_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77604167 0.81770833 0.78125    0.74210526 0.72105263],0.622641509433962,0.641509433962264,0.807788944723618,0.922246220302376,0.893305439330544,0.924686192468619,0.607843137254902,0.588607594936709,0.622428797468354,0.622516556291391,0.583850931677019,0.642243937176089,0.800521512385919,0.77038895859473,0.807835988731327
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.75       0.75       0.71008403 0.7605042  0.74789916],0.526610644257703,0.523809523809524,0.730607966457023,0.846894138232721,0.8107202680067,0.853433835845896,0.554089709762533,0.583333333333333,0.526129943502825,0.540540540540541,0.564971751412429,0.524152542372881,0.728329809725159,0.722222222222222,0.730607966457023
svm_model_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200,12, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.57986111 0.60763889 0.65384615 0.63986014],0.542372881355932,0.593220338983051,0.60377358490566,0.632,0.66016713091922,0.615598885793872,0.454545454545455,0.368852459016394,0.548461317227495,0.505154639175258,0.429824561403509,0.587863100373886,0.600422832980973,0.59538784067086,0.60377358490566
ensemble_model_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.70833333 0.6875     0.71276596 0.72340426 0.72340426],0.575949367088608,0.575949367088608,0.80379746835443,0.954838709677419,0.936708860759494,0.955696202531646,0.617142857142857,0.642857142857143,0.571428571428571,0.593939393939394,0.671232876712329,0.582675261885576,0.807453416149068,0.8248730964467,0.803850689637492
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68947368 0.68421053 0.6        0.68947368 0.67368421],0.594936708860759,0.623417721518987,0.662452591656131,0.691729323308271,0.677894736842105,0.697894736842105,0.549295774647887,0.509803921568627,0.592325273667749,0.599326599326599,0.563291139240506,0.623417721518987,0.646825396825397,0.622137404580153,0.662199355556408
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdn,16,142,158, zones, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.51736111 0.49305556 0.45454545 0.50699301 0.48251748],0.485232067510549,0.493670886075949,0.866876310272536,0.991620111731844,0.99023709902371,0.99163179916318,0.508064516129032,0.538461538461538,0.485897435897436,0.5,0.5,0.493589743589744,0.867708333333333,0.873165618448637,0.866876310272537
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200,6, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.48611111 0.5        0.60416667 0.55555556 0.52777778],0.575,0.558333333333333,0.813333333333333,0.977272727272727,0.955555555555556,0.977777777777778,0.578512396694215,0.625,0.578125,0.582677165354331,0.649122807017544,0.56265664160401,0.813333333333333,0.832764505119454,0.813776389367545
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svd,32,134,166,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.76315789 0.74210526 0.69473684 0.73684211],0.594936708860759,0.617088607594937,0.737041719342604,0.812989921612542,0.764210526315789,0.824210526315789,0.6,0.619354838709677,0.595391705069124,0.627692307692308,0.586206896551724,0.620568237008256,0.729518855656697,0.697761194029851,0.73769807773472
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.68055556 0.76388889 0.75694444 0.6971831  0.70422535],0.533613445378151,0.529411764705882,0.787751677852349,0.957386363636364,0.941340782122905,0.958100558659218,0.531645569620253,0.547826086956522,0.534075645104277,0.597122302158273,0.643410852713178,0.518953132778607,0.792452830188679,0.802325581395349,0.787603468663776
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.54583333 0.53333333 0.57142857 0.52521008 0.57142857],0.53781512605042,0.563025210084034,0.792976939203354,0.937181663837012,0.92462311557789,0.938023450586265,0.555256064690027,0.585227272727273,0.538469989954797,0.6,0.646408839779006,0.561840783525866,0.796286745745229,0.809224318658281,0.792976939203354
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.59440559 0.6013986  0.62237762 0.67132867 0.66083916],0.615062761506276,0.523012552301255,0.685534591194968,0.711566617862372,0.67972027972028,0.724475524475524,0.666666666666667,0.741935483870968,0.610098176718093,0.558139534883721,0.626086956521739,0.526753155680224,0.68421052631579,0.681341719077568,0.685534591194968
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200,10, low_bits_3, svdne,1200,400,400,0.6,0.2,0.2, [0.51666667 0.5625     0.53333333 0.58333333 0.57083333],0.562146892655367,0.559322033898305,0.810796645702306,0.958123953098827,0.953333333333333,0.958333333333334,0.553314121037464,0.571428571428571,0.562596006144393,0.576086956521739,0.56989247311828,0.558755760368664,0.810895756940807,0.811320754716981,0.810796645702306
ensemble_model_v2_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200, zones, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.67708333 0.63541667 0.67708333 0.66666667 0.71276596],0.572327044025157,0.635220125786163,0.812814070351759,0.951781970649895,0.94979079497908,0.951882845188285,0.540540540540541,0.563380281690141,0.571462868117798,0.650602409638554,0.642857142857143,0.634761904761905,0.811630847029077,0.814720812182741,0.812833042907291
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.70138889 0.60416667 0.61971831 0.64788732 0.71126761],0.512605042016807,0.495798319327731,0.623529411764706,0.728205128205128,0.795518207282913,0.703081232492997,0.57037037037037,0.636363636363636,0.51048951048951,0.568345323741007,0.626984126984127,0.487599206349206,0.662650602409638,0.728476821192053,0.621917591483398
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,1188,396,396,0.6,0.2,0.2, [0.68907563 0.68487395 0.71848739 0.69747899 0.67372881],0.522222222222222,0.563888888888889,0.794549266247379,0.946655376799322,0.941077441077441,0.946969696969697,0.594339622641509,0.711864406779661,0.525331110493656,0.618004866180049,0.693989071038251,0.561683801055849,0.805555555555555,0.851153039832285,0.794549266247379
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.5034965  0.54895105 0.52097902 0.47902098 0.53496503],0.506276150627615,0.447698744769874,0.570230607966457,0.614343707713126,0.634965034965035,0.601398601398601,0.504201680672269,0.5,0.506302521008403,0.476190476190476,0.504201680672269,0.447934173669468,0.583333333333333,0.60167714884696,0.570230607966457
svm_model_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200,10, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6        0.55416667 0.575      0.54201681 0.55462185],0.508426966292135,0.519662921348315,0.547169811320755,0.564705882352941,0.561872909698997,0.566889632107023,0.504249291784703,0.44949494949495,0.515886715253804,0.463949843260188,0.468354430379747,0.514480245492904,0.535982814178303,0.523060796645702,0.547169811320755
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166,8, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.75789474 0.71578947 0.74210526 0.73157895 0.75531915],0.585443037974684,0.575949367088608,0.80506329113924,0.954108858057631,0.943037974683544,0.95464135021097,0.596923076923077,0.617834394904459,0.585646757200657,0.601190476190476,0.664473684210526,0.579188061617458,0.807259073842303,0.823754789272031,0.805227457371272
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.46527778 0.51388889 0.50704225 0.5       ],0.504201680672269,0.436974789915966,0.686241610738255,0.829608938547486,0.829608938547486,0.829608938547486,0.504201680672269,0.461538461538462,0.508547008547009,0.446280991735537,0.415384615384615,0.439173789173789,0.687290969899666,0.66504854368932,0.687053888569399
ensemble_model_N40_B130_E170_nb_zones_6_lab_svd,40,130,170,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.78472222 0.79861111 0.75       0.73239437],0.615062761506276,0.694560669456067,0.819397993311037,0.927038626609442,0.902506963788301,0.928969359331476,0.596491228070175,0.623853211009174,0.615772759350741,0.683982683982684,0.699115044247788,0.694795617361989,0.813471502590673,0.810671256454389,0.819156766438577
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.625      0.61666667 0.60504202 0.63445378 0.57142857],0.571428571428571,0.512605042016807,0.776729559748428,0.917568692756037,0.922948073701842,0.917085427135678,0.545994065281899,0.550898203592814,0.57018594390167,0.513966480446927,0.48421052631579,0.514560352978254,0.775316455696203,0.770440251572327,0.776729559748428
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.54201681 0.57983193 0.60084034 0.56302521 0.61440678],0.55,0.547222222222222,0.819182389937107,0.982993197278912,0.973063973063973,0.983164983164983,0.592964824120603,0.666666666666667,0.551912568306011,0.623556581986143,0.737704918032787,0.543993701954247,0.828101644245142,0.871069182389937,0.819182389937107
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.53472222 0.5        0.52083333 0.46527778 0.49305556],0.5125,0.575,0.796666666666667,0.964838255977496,0.952777777777778,0.965277777777778,0.489082969432314,0.466666666666667,0.5125,0.552631578947368,0.547826086956522,0.573913043478261,0.791095890410959,0.776470588235294,0.796499756927565
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.8        0.69583333 0.71008403 0.7605042  0.75210084],0.563025210084034,0.582633053221289,0.809748427672956,0.950086058519793,0.92462311557789,0.95142378559464,0.532934131736527,0.511494252873563,0.56175805539853,0.584958217270195,0.573770491803279,0.582862257395892,0.804312668463612,0.781970649895178,0.809748427672956
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.575      0.65833333 0.62184874 0.60084034 0.57983193],0.582633053221289,0.579831932773109,0.70335429769392,0.77198975234842,0.757118927973199,0.776381909547739,0.624685138539043,0.677595628415301,0.580177124552478,0.596774193548387,0.637931034482759,0.581260599208592,0.708247422680412,0.720125786163522,0.70335429769392
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.77777778 0.79861111 0.77777778 0.73943662 0.77464789],0.558823529411765,0.567226890756302,0.803691275167785,0.963687150837989,0.963687150837989,0.963687150837989,0.597701149425287,0.696428571428571,0.566468253968254,0.625454545454546,0.716666666666667,0.565960451977401,0.813099041533546,0.86271186440678,0.804279520243257
svm_model_N16_B184_E200_nb_zones_6_lab_svd,16,184,200,6, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.72916667 0.71527778 0.72916667 0.66901408],0.585774058577406,0.581589958158996,0.668896321070234,0.695517774343122,0.626740947075209,0.725626740947075,0.567685589519651,0.550847457627119,0.58534108418546,0.576271186440678,0.544,0.58340350877193,0.643884892086331,0.59468438538206,0.669396064744902
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.48263889 0.42708333 0.5        0.52797203 0.52097902],0.531645569620253,0.527426160337553,0.883123689727463,1,1,1,0.535564853556485,0.551724137931034,0.532060416072955,0.559055118110236,0.586776859504132,0.526147050441721,0.884276076803321,0.893081761006289,0.883123689727463
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.52797203 0.56993007 0.55244755 0.59090909 0.60211268],0.520833333333333,0.541666666666667,0.833857442348008,0.935483870967742,0.934173669467787,0.935574229691877,0.493392070484582,0.474576271186441,0.520075020839122,0.533898305084746,0.516393442622951,0.542095026396221,0.832186341979883,0.823899371069182,0.833857442348008
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.75       0.75       0.71354167 0.66145833 0.73157895],0.551724137931034,0.589341692789969,0.807644110275689,0.964856230031949,0.945720250521921,0.965553235908142,0.612466124661247,0.710691823899371,0.552220911949685,0.624641833810888,0.731543624161074,0.598124753257008,0.814725407362704,0.857687420584498,0.80832455083613
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166, zones, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.76041667 0.73157895 0.71052632 0.75789474 0.70526316],0.577287066246057,0.558359621451104,0.796973518284994,0.95010395010395,0.960084033613445,0.949579831932773,0.621468926553672,0.6875,0.576234076433121,0.595375722543353,0.664516129032258,0.560653126244524,0.806257521058965,0.847029077117573,0.797099444219164
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57042254 0.67605634 0.76760563 0.72535211 0.71126761],0.495762711864407,0.478813559322034,0.774111675126904,0.964936886395512,0.969014084507042,0.964788732394366,0.506224066390042,0.535087719298246,0.497052056370434,0.497959183673469,0.544642857142857,0.481998847926267,0.777314428690575,0.802065404475043,0.774576795415558
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.61979167 0.56770833 0.67368421 0.62631579 0.64736842],0.616352201257862,0.581761006289308,0.808805031446541,0.949327817993795,0.962264150943396,0.948637316561845,0.603896103896104,0.58125,0.616574367088608,0.563934426229508,0.547770700636943,0.58133876646754,0.807594936708861,0.80352644836272,0.808798400060757
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.66083916 0.66783217 0.70979021 0.60839161 0.69014085],0.658333333333333,0.658333333333333,0.697589098532495,0.672482157018239,0.593837535014006,0.71078431372549,0.646551724137931,0.630252100840336,0.658101257031738,0.63716814159292,0.59504132231405,0.658865198972151,0.66433973240256,0.59853249475891,0.697589098532495
ensemble_model_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163,10, lab, svdne,1200,400,400,0.6,0.2,0.2, [0.67083333 0.72083333 0.67916667 0.64583333 0.72083333],0.680790960451977,0.641242937853107,0.831761006289308,0.932780082987552,0.936666666666667,0.9325,0.686980609418283,0.688888888888889,0.680651340996169,0.638176638176638,0.64367816091954,0.641283524904215,0.832550860719875,0.836477987421384,0.831761006289308
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svd,32,134,166,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.734375   0.796875   0.79473684 0.73157895 0.75789474],0.528301886792453,0.575471698113208,0.808176100628931,0.978947368421053,0.974842767295598,0.979035639412998,0.583333333333333,0.640243902439024,0.524667405764967,0.641909814323607,0.75625,0.57432753164557,0.819205690574985,0.862671660424469,0.807761685725543
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.47222222 0.50694444 0.50694444 0.48611111 0.50704225],0.502092050209205,0.502092050209205,0.801003344481605,1,1,1,0.45662100456621,0.450450450450451,0.498662725225225,0.480349344978166,0.509259259259259,0.502721232683065,0.795883361921098,0.802768166089965,0.801060458449513
ensemble_model_v2_N8_B192_E200_nb_zones_12_lab_svd,8,192,200, zones, lab, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.62152778 0.61111111 0.61111111 0.59027778 0.62587413],0.587234042553191,0.697872340425532,0.835429769392034,0.896892655367232,0.88317107093185,0.898470097357441,0.512562814070352,0.463636363636364,0.579818181818182,0.684444444444444,0.616,0.703454545454545,0.829347826086956,0.79979035639413,0.835429769392034
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svd,40,130,170, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.78472222 0.8125     0.79166667 0.8125     0.73611111],0.554166666666667,0.595833333333333,0.828333333333333,0.997214484679666,0.994444444444444,0.997222222222222,0.580392156862745,0.60655737704918,0.55327868852459,0.642066420664207,0.669230769230769,0.589160839160839,0.834405144694534,0.848039215686275,0.827931172468988
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60763889 0.62587413 0.52797203 0.61538462 0.5979021 ],0.617647058823529,0.626050420168067,0.834381551362683,0.90436005625879,0.89804469273743,0.905027932960894,0.625514403292181,0.617886178861789,0.617638741604807,0.621276595744681,0.634782608695652,0.62633439377872,0.833684210526316,0.830188679245283,0.834381551362683
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.80769231 0.81118881 0.81118881 0.84965035 0.84615385],0.669456066945607,0.715481171548117,0.907232704402515,0.978932584269663,0.974825174825175,0.979020979020979,0.699619771863118,0.760330578512397,0.668300882476537,0.732283464566929,0.788135593220339,0.716381846196946,0.908809891808346,0.924528301886792,0.907232704402516
ensemble_model_N16_B184_E200_nb_zones_6_lab_svd,16,184,200,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.74305556 0.65277778 0.59859155 0.74647887 0.66901408],0.588235294117647,0.605042016806723,0.782352941176471,0.904964539007092,0.893557422969188,0.906162464985994,0.59504132231405,0.605042016806723,0.588235294117647,0.605042016806723,0.615384615384615,0.605212968849332,0.781434599156118,0.780775716694772,0.782347657342361
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.71328671 0.74475524 0.74475524 0.70979021 0.75      ],0.6625,0.575,0.904088050314465,1,1,1,0.684824902723735,0.692913385826772,0.660615984948784,0.571428571428571,0.601769911504425,0.576475506933315,0.904836193447738,0.911949685534591,0.904088050314465
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.6013986  0.5979021  0.54895105 0.56643357 0.5528169 ],0.5375,0.570833333333333,0.572851153039832,0.640765092647938,0.750700280112045,0.579131652661064,0.652037617554859,0.859504132231405,0.534794082922425,0.670926517571885,0.882352941176471,0.573407875546913,0.646420824295011,0.780922431865828,0.572851153039832
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.71008403 0.69747899 0.73529412 0.71848739 0.68644068],0.544444444444444,0.586111111111111,0.813941299790356,0.963604852686308,0.936026936026936,0.964646464646465,0.601941747572816,0.656084656084656,0.538568643831802,0.606860158311346,0.672514619883041,0.590225563909774,0.817480719794344,0.833333333333333,0.813941299790356
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svd,8,192,200,12, low_bits_4_shifted_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.55555556 0.60763889 0.56597222 0.59027778 0.53146853],0.587234042553191,0.578723404255319,0.870020964360587,0.964187327823691,0.973574408901252,0.963838664812239,0.544600938967136,0.475409836065574,0.591687218917743,0.521739130434783,0.47787610619469,0.575003626867837,0.867521367521367,0.851153039832285,0.870020964360587
svm_model_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200,8, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.578125   0.58333333 0.5        0.54210526 0.52105263],0.534591194968553,0.562893081761006,0.559673366834171,0.512941176470588,0.456066945606695,0.566945606694561,0.519480519480519,0.479041916167665,0.537534203116945,0.538205980066445,0.52258064516129,0.561903819513161,0.519533927347498,0.47375,0.560107323232323
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.53781513 0.56302521 0.52941176 0.54201681 0.58050847],0.547222222222222,0.530555555555556,0.784067085953878,0.932088285229202,0.924242424242424,0.932659932659933,0.560646900269542,0.553191489361702,0.546944581890153,0.551724137931034,0.604651162790698,0.533708560118753,0.786085150571132,0.793501048218029,0.784067085953878
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.75520833 0.671875   0.67708333 0.69473684],0.551724137931034,0.545454545454545,0.81516290726817,0.992639327024185,0.985386221294363,0.992693110647182,0.630490956072352,0.730538922155689,0.542901040025213,0.619422572178478,0.706586826347305,0.537503939489442,0.828388598022106,0.875768757687577,0.814001875650941
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.66666667 0.59722222 0.63194444 0.56944444 0.65972222],0.5625,0.604166666666667,0.79,0.928571428571429,0.938888888888889,0.927777777777778,0.560669456066946,0.531746031746032,0.564118629908104,0.615384615384615,0.666666666666667,0.607142857142857,0.792421746293245,0.801666666666667,0.79
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50833333 0.50840336 0.50420168 0.53361345 0.52941176],0.486033519553073,0.533519553072626,0.792976939203354,0.963149078726968,0.964765100671141,0.963087248322148,0.49171270718232,0.483695652173913,0.486100699650175,0.537396121883657,0.557471264367816,0.534170414792604,0.793948878455921,0.79769392033543,0.792976939203354
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdne,16,142,158,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.63888889 0.62237762 0.65034965 0.67132867],0.573839662447257,0.641350210970464,0.702830188679245,0.729978738483345,0.718270571827057,0.734309623430962,0.547085201793722,0.559633027522936,0.572785263761468,0.66403162055336,0.65625,0.640051605504587,0.699523052464229,0.691823899371069,0.702830188679245
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.52916667 0.575      0.6092437  0.57983193 0.57983193],0.512605042016807,0.560224089635854,0.619496855345912,0.659776055124892,0.641541038525963,0.669179229480737,0.469512195121951,0.430167597765363,0.512836607871446,0.498402555910543,0.438202247191011,0.559883246500534,0.597114317425083,0.563941299790356,0.619496855345912
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.57916667 0.50840336 0.54621849 0.53361345 0.55882353],0.547486033519553,0.536312849162011,0.828092243186583,1,1,1,0.554945054945055,0.548913043478261,0.547445027486257,0.538888888888889,0.557471264367816,0.536887806096952,0.828810020876827,0.832285115303983,0.828092243186583
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.84265734 0.87062937 0.79370629 0.83566434 0.81468531],0.560669456066946,0.564853556485356,0.878406708595388,0.983722576079264,0.972027972027972,0.983916083916084,0.634146341463415,0.733870967741936,0.553892005610098,0.614814814814815,0.721739130434783,0.57054698457223,0.882233502538071,0.910901467505241,0.878406708595388
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166,8, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.734375   0.796875   0.74479167 0.74210526 0.71052632],0.547169811320755,0.562893081761006,0.707914572864322,0.799559471365639,0.759414225941423,0.809623430962343,0.583815028901734,0.583815028901734,0.543631652381901,0.558730158730159,0.553459119496855,0.562893081761006,0.703632887189293,0.681481481481481,0.70838779956427
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.78645833 0.84375    0.74736842 0.78421053 0.79473684],0.575471698113208,0.616352201257862,0.806289308176101,0.945917285259809,0.935010482180294,0.946540880503145,0.597014925373134,0.602409638554217,0.574231135066582,0.628048780487805,0.656050955414013,0.616845353483404,0.808219178082192,0.81125,0.806257911392405
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.66319444 0.71875    0.68531469 0.65384615 0.6958042 ],0.552742616033755,0.552742616033755,0.875786163522013,0.98265093684941,0.98744769874477,0.982566248256625,0.539130434782609,0.512396694214876,0.553612140210886,0.480392156862745,0.422413793103448,0.550049871758336,0.8736,0.858490566037736,0.875786163522013
ensemble_model_v2_N16_B184_E200_nb_zones_6_lab_svd,16,184,200, zones, lab, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61971831 0.64788732 0.65492958 0.66197183 0.57746479],0.576271186440678,0.576271186440678,0.785109983079526,0.923076923076923,0.912676056338028,0.923943661971831,0.615384615384615,0.740740740740741,0.58912037037037,0.59016393442623,0.672897196261682,0.584510613634717,0.7893864013267,0.835087719298246,0.786824905400757
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.50694444 0.51041667 0.52447552 0.55594406 0.5       ],0.548523206751055,0.464135021097046,0.868448637316562,0.98815331010453,0.98884239888424,0.988145048814505,0.552301255230126,0.545454545454545,0.54858934169279,0.45021645021645,0.448275862068966,0.463807352522086,0.868241469816273,0.866876310272536,0.868448637316562
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdne,40,80,120,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.81818182 0.78671329 0.79370629 0.79370629 0.77464789],0.558333333333333,0.608333333333333,0.882075471698113,0.982307147912244,0.971988795518207,0.98249299719888,0.56910569105691,0.614035087719298,0.560985797827903,0.638461538461539,0.658730158730159,0.605680868838763,0.882751433038041,0.887840670859539,0.882075471698113
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.63636364 0.6048951  0.66783217 0.60839161 0.57746479],0.579166666666667,0.566666666666667,0.862683438155136,0.959830866807611,0.953781512605042,0.960084033613446,0.525821596244131,0.470588235294118,0.578269324258629,0.539823008849557,0.504132231404959,0.567192166122647,0.858988159311087,0.836477987421384,0.862683438155136
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.52777778 0.53521127 0.48591549 0.53521127 0.58450704],0.489451476793249,0.518987341772152,0.800168634064081,0.997198879551821,1,0.997191011235955,0.485106382978723,0.487179487179487,0.489423076923077,0.544,0.527131782945737,0.518195521102498,0.8023352793995,0.799003322259136,0.800186592636417
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.54621849 0.56302521 0.60504202 0.53361345 0.60169492],0.577777777777778,0.516666666666667,0.782494758909853,0.923736075407026,0.907407407407407,0.925084175084175,0.570621468926554,0.590643274853801,0.578390420495684,0.546875,0.555555555555556,0.514619883040936,0.782152230971129,0.780922431865828,0.782494758909853
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.68229167 0.65789474 0.6        0.61578947 0.64736842],0.558359621451104,0.56782334384858,0.772383354350567,0.911392405063291,0.907563025210084,0.911764705882353,0.542483660130719,0.532051282051282,0.55795110686415,0.570532915360501,0.56875,0.56781449044586,0.770502225047679,0.765151515151515,0.772374246240745
svm_model_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.54861111 0.57638889 0.54166667 0.51408451 0.50704225],0.495798319327731,0.491596638655462,0.717281879194631,0.863636363636364,0.849162011173184,0.865921787709497,0.454545454545454,0.423728813559322,0.495197740112994,0.457399103139013,0.443478260869565,0.490031813361612,0.706190061028771,0.685279187817259,0.717015633842074
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdn,26,137,163,10, low_bits_4_shifted_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50840336 0.56302521 0.52941176 0.53361345 0.53781513],0.504178272980501,0.506963788300836,0.54874213836478,0.49601593625498,0.418487394957983,0.574789915966387,0.398648648648649,0.331460674157303,0.502746911664287,0.391752577319588,0.314917127071823,0.50858215904153,0.458830923947203,0.382599580712788,0.54874213836478
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.69097222 0.65384615 0.65734266 0.65384615],0.50210970464135,0.510548523206751,0.809224318658281,0.910220994475138,0.919107391910739,0.909344490934449,0.542635658914729,0.555555555555556,0.498498498498499,0.486725663716814,0.495495495495496,0.50965250965251,0.811594202898551,0.821802935010482,0.809224318658281
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.56302521 0.62605042 0.62605042 0.60084034 0.5720339 ],0.533333333333333,0.508333333333333,0.79979035639413,0.969192339716903,0.97979797979798,0.968855218855219,0.424657534246575,0.35632183908046,0.527623285131628,0.419672131147541,0.344086021505376,0.513997033741194,0.787541713014461,0.742138364779874,0.79979035639413
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,948,316,316,0.6,0.2,0.2, [0.73157895 0.76315789 0.71578947 0.68421053 0.70744681],0.575949367088608,0.582278481012658,0.790506329113924,0.930629669156884,0.919831223628692,0.931434599156118,0.567741935483871,0.57516339869281,0.575925257628614,0.597560975609756,0.616352201257862,0.582061450947402,0.78984126984127,0.791348600508906,0.790510572294755
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63020833 0.609375   0.640625   0.546875   0.51578947],0.542319749216301,0.536050156739812,0.793859649122807,0.963273871983211,0.958246346555324,0.963465553235908,0.438461538461539,0.372549019607843,0.535672100165367,0.467625899280576,0.403726708074534,0.537306392011951,0.779342723004695,0.73266078184111,0.793478585192037
svm_model_N32_B134_E166_nb_zones_10_lab_svd,32,134,166,10, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.70416667 0.70416667 0.71666667 0.69166667 0.69327731],0.704225352112676,0.569014084507042,0.7541928721174,0.820730671197961,0.806343906510851,0.823873121869783,0.709141274238227,0.703296703296703,0.704249507717716,0.561604584527221,0.566473988439306,0.568951279933939,0.751457339692634,0.743186582809224,0.7541928721174
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49166667 0.50840336 0.50420168 0.48739496 0.48319328],0.488826815642458,0.486033519553073,0.703878406708595,0.836092715231788,0.847315436241611,0.833892617449664,0.463343108504399,0.43646408839779,0.489418484876861,0.480225988700565,0.480225988700565,0.485969347941443,0.703100367840252,0.70125786163522,0.703878406708595
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.50699301 0.44055944 0.48951049 0.52797203 0.47902098],0.527196652719665,0.460251046025105,0.873165618448637,1,1,1,0.54251012145749,0.558333333333333,0.527065826330532,0.464730290456432,0.470588235294118,0.460294117647059,0.873826903023983,0.878406708595388,0.873165618448637
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.70833333 0.7375     0.71848739 0.68487395 0.7394958 ],0.624649859943978,0.624649859943978,0.820230607966457,0.93649449618967,0.926298157453936,0.937185929648241,0.635869565217391,0.642857142857143,0.624285714285714,0.649214659685864,0.708571428571428,0.626263736263736,0.822371828068358,0.832285115303983,0.820230607966457
svm_model_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.57342657 0.64335664 0.58391608 0.6013986  0.56293706],0.594142259414226,0.577405857740586,0.605870020964361,0.616874135546335,0.623776223776224,0.612587412587413,0.502564102564103,0.475728155339806,0.579775842375785,0.591093117408907,0.536764705882353,0.583916333523701,0.601694915254237,0.59538784067086,0.605870020964361
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.56944444 0.71527778 0.71527778 0.64084507 0.68309859],0.579831932773109,0.600840336134454,0.674496644295302,0.721500721500721,0.698324022346369,0.730446927374302,0.565217391304348,0.580357142857143,0.579861111111111,0.630350194552529,0.642857142857143,0.598214285714286,0.671186440677966,0.664429530201342,0.674496644295302
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.65104167 0.65789474 0.7        0.66842105],0.562893081761006,0.544025157232704,0.726415094339623,0.838502673796791,0.821802935010482,0.841719077568134,0.566978193146417,0.659420289855072,0.574154589371981,0.591549295774648,0.596590909090909,0.537732074263764,0.729981378026071,0.743362831858407,0.726499939083146
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.50526316 0.55263158 0.55263158 0.52631579 0.51578947],0.544303797468354,0.496835443037975,0.556257901390645,0.59244126659857,0.610526315789474,0.58,0.57396449704142,0.57396449704142,0.542084289337037,0.495238095238095,0.523489932885906,0.498271912550737,0.569852941176471,0.586380832282472,0.556181544151375
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158,12, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68402778 0.68181818 0.7027972  0.73076923 0.70629371],0.61344537815126,0.516806722689076,0.844339622641509,0.934971098265896,0.903631284916201,0.937150837988827,0.603448275862069,0.636363636363636,0.615056818181818,0.562737642585551,0.578125,0.511789772727273,0.841937200638638,0.829140461215933,0.844339622641509
svm_model_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.61805556 0.71527778 0.63194444 0.625     ],0.666666666666667,0.645833333333333,0.6775,0.697547683923706,0.711111111111111,0.691666666666667,0.669421487603306,0.686440677966101,0.666990830786329,0.615384615384615,0.635514018691589,0.644824678518727,0.676691729323308,0.692307692307692,0.677861163227017
ensemble_model_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170,6, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.50704225 0.52816901 0.58450704 0.56338028 0.57042254],0.495762711864407,0.48728813559322,0.796954314720812,1,1,1,0.493617021276596,0.522522522522523,0.497261261261261,0.502057613168724,0.508333333333333,0.486925287356322,0.797979797979798,0.808873720136519,0.797054309732689
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166,8, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.73958333 0.796875   0.76315789 0.78421053],0.490566037735849,0.512578616352201,0.746859296482412,0.907922912205567,0.887029288702929,0.910041841004184,0.512048192771084,0.534591194968553,0.490566037735849,0.525993883792049,0.521212121212121,0.512240047534165,0.747018204645323,0.741895261845387,0.746896998011301
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.60504202 0.58823529 0.58403361 0.59663866 0.57563025],0.532033426183844,0.537604456824513,0.795073375262054,0.951898734177215,0.947899159663866,0.952100840336134,0.573604060913706,0.57948717948718,0.52754846779237,0.556149732620321,0.634146341463415,0.545278298936835,0.799795186891961,0.818658280922432,0.795073375262054
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.69583333 0.65       0.71848739 0.69327731 0.72689076],0.535014005602241,0.593837535014006,0.786163522012579,0.91855583543241,0.916247906197655,0.918760469011725,0.541436464088398,0.573099415204678,0.536549707602339,0.615384615384615,0.623655913978495,0.592529711375212,0.78860103626943,0.79769392033543,0.786163522012579
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.58333333 0.50694444 0.54895105 0.59440559 0.5       ],0.573839662447257,0.594936708860759,0.883647798742138,0.982722874913614,0.99163179916318,0.982566248256625,0.566523605150215,0.564102564102564,0.573717948717949,0.578947368421053,0.55,0.59551282051282,0.883647798742138,0.883647798742138,0.883647798742138
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.51041667 0.47569444 0.45454545 0.5        0.51398601],0.464135021097046,0.464135021097046,0.863731656184486,0.99581589958159,0.99581589958159,0.99581589958159,0.435555555555556,0.453703703703704,0.463285960378984,0.49402390438247,0.48062015503876,0.462532299741602,0.863874345549738,0.864779874213837,0.863731656184486
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49583333 0.5        0.51680672 0.50420168 0.49579832],0.533519553072626,0.564245810055866,0.813417190775681,0.972151898734177,0.966442953020134,0.972315436241611,0.495468277945619,0.468571428571429,0.532099921935988,0.554285714285714,0.530054644808743,0.565027322404372,0.809217577706324,0.791404612159329,0.813417190775681
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.52604167 0.5625     0.52105263 0.49473684 0.53157895],0.525157232704403,0.509433962264151,0.806918238993711,1,1,1,0.551928783382789,0.588607594936709,0.525553797468355,0.493506493506494,0.477987421383648,0.509433962264151,0.808005003126954,0.81360201511335,0.806926635697378
svm_model_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.62847222 0.62937063 0.61188811 0.61538462 0.63636364],0.714285714285714,0.689075630252101,0.645178197064989,0.602821083890126,0.567039106145251,0.626396648044693,0.699115044247788,0.632,0.718654867256637,0.640776699029126,0.584070796460177,0.684035398230088,0.619449128724002,0.577568134171908,0.645178197064989
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.68055556 0.64583333 0.74647887 0.72535211],0.596638655462185,0.605042016806723,0.768456375838926,0.885638297872341,0.930167597765363,0.879888268156425,0.575221238938053,0.5078125,0.60390625,0.560747663551402,0.504201680672269,0.605042016806723,0.768456375838926,0.75702479338843,0.768631647120109
ensemble_model_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.59859155 0.73239437 0.72535211 0.71126761 0.65492958],0.601694915254237,0.639830508474576,0.818950930626058,0.95049504950495,0.946478873239437,0.950704225352113,0.525252525252525,0.429752066115703,0.606180380883938,0.604651162790698,0.537190082644628,0.642508084800575,0.808928571428571,0.758793969849246,0.819567925095563
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdne,16,142,158,12, low_bits_4_shifted_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.68055556 0.69444444 0.65625    0.66666667 0.6958042 ],0.548936170212766,0.54468085106383,0.873165618448637,0.979790940766551,0.977746870653685,0.979833101529903,0.550847457627119,0.550847457627119,0.548928002317833,0.556016597510373,0.572649572649573,0.544799362595973,0.873430962343096,0.875262054507338,0.873165618448637
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.52083333 0.55208333 0.58854167 0.48947368],0.520376175548589,0.467084639498433,0.786340852130326,0.98109243697479,0.974947807933194,0.981210855949895,0.495049504950495,0.477707006369427,0.519717700715578,0.455128205128205,0.427710843373494,0.468757382471061,0.782386726228462,0.764339152119701,0.786451691928868
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.51260504 0.50840336 0.5210084  0.55042017 0.52941176],0.495821727019499,0.520891364902507,0.814989517819707,1,1,1,0.478386167146974,0.451086956521739,0.496972049689441,0.511363636363636,0.514285714285714,0.520729813664596,0.813128639491795,0.80503144654088,0.814989517819707
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdn,32,134,166,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.5625     0.46842105 0.48421053 0.55263158],0.50314465408805,0.509433962264151,0.519496855345912,0.62248322147651,0.777777777777778,0.528301886792453,0.630841121495327,0.865384615384615,0.509852801519468,0.650224215246637,0.823863636363636,0.471790973111396,0.630203291384318,0.804697156983931,0.514384429964437
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.58333333 0.53125    0.59375    0.59722222 0.60839161],0.548936170212766,0.6,0.873165618448637,0.970954356846473,0.976356050069541,0.970792767732962,0.504672897196262,0.46551724137931,0.547884671109823,0.584070796460177,0.554621848739496,0.600586786438713,0.871686108165429,0.861635220125786,0.873165618448637
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.65833333 0.63333333 0.68907563 0.69747899 0.65546218],0.53781512605042,0.523809523809524,0.70335429769392,0.810188989317995,0.825795644891122,0.806532663316583,0.542936288088643,0.590361445783132,0.541254021320886,0.568527918781726,0.586387434554974,0.519097331735318,0.712981744421907,0.736897274633124,0.70335429769392
svm_model_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.58333333 0.59663866 0.59663866 0.54621849 0.52941176],0.581005586592179,0.625698324022346,0.592767295597484,0.639883126369613,0.73489932885906,0.586409395973154,0.601063829787234,0.645714285714286,0.582419984387197,0.649214659685864,0.677595628415301,0.624512099921936,0.634696755994358,0.707547169811321,0.592767295597484
svm_model_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.54195804 0.6013986  0.56293706 0.54895105 0.5915493 ],0.5,0.516666666666667,0.594863731656184,0.598354525056096,0.560224089635854,0.623949579831933,0.423076923076923,0.369747899159664,0.498923536356691,0.467889908256881,0.421487603305785,0.517466490728523,0.561542824730573,0.518867924528302,0.594863731656184
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.67832168 0.74475524 0.62587413 0.67132867 0.64788732],0.6,0.6,0.84643605870021,0.928823114869627,0.92296918767507,0.929271708683473,0.60655737704918,0.596774193548387,0.600111234705228,0.582608695652174,0.577586206896552,0.599276974416018,0.845219228737454,0.838574423480084,0.84643605870021
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170, zones, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.53472222 0.48611111 0.54861111 0.51408451 0.44366197],0.508403361344538,0.466386554621849,0.791107382550335,0.992987377279102,0.988826815642458,0.993016759776536,0.510460251046025,0.508333333333333,0.50840395480226,0.425339366515837,0.398305084745763,0.465819209039548,0.78772378516624,0.775167785234899,0.791107382550336
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.82517483 0.85664336 0.80769231 0.82867133 0.82394366],0.616666666666667,0.595833333333333,0.883123689727463,0.976157082748948,0.974789915966386,0.976190476190476,0.619834710743802,0.614754098360656,0.616699083078633,0.607287449392712,0.635593220338983,0.596485134759655,0.88355091383812,0.886792452830189,0.883123689727463
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65416667 0.63333333 0.60833333 0.66386555 0.63445378],0.525280898876405,0.575842696629213,0.779874213836478,0.917355371900826,0.92809364548495,0.916387959866221,0.544474393530997,0.573863636363636,0.525820707070707,0.588555858310627,0.6,0.575568181818182,0.784394250513347,0.80083857442348,0.779874213836478
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.62631579 0.74210526 0.62631579 0.59473684 0.62765957],0.566455696202532,0.572784810126582,0.807594936708861,0.965665236051502,0.949367088607595,0.966244725738397,0.607449856733524,0.642424242424242,0.562933975516757,0.589665653495441,0.621794871794872,0.573397435897436,0.811180124223603,0.821383647798742,0.807507110523575
ensemble_model_v2_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200, zones, lab, svdne,720,240,240,0.6,0.2,0.2, [0.67361111 0.65972222 0.63888889 0.73611111 0.69444444],0.566666666666667,0.5125,0.758333333333333,0.903765690376569,0.9,0.904166666666667,0.495145631067961,0.435897435897436,0.563477173233271,0.465753424657534,0.380597014925373,0.529921148972121,0.746059544658494,0.69721767594108,0.759474712333868
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdn,26,137,163,10, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.51666667 0.53333333 0.52083333 0.48319328],0.504225352112676,0.501408450704225,0.814989517819707,1,1,1,0.516483516483517,0.510869565217391,0.503972794304602,0.492836676217765,0.502923976608187,0.501461988304094,0.815279958137101,0.816561844863732,0.814989517819706
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.53819444 0.51388889 0.50699301 0.57342657 0.47902098],0.531645569620253,0.523206751054852,0.791928721174004,0.876692801140413,0.857740585774058,0.879358437935844,0.531645569620253,0.538461538461538,0.531730769230769,0.506550218340611,0.483333333333333,0.523717948717949,0.787586944890316,0.771488469601677,0.791928721174004
svm_model_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200,4, low_bits_6, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.55208333 0.625      0.61702128 0.65957447],0.620253164556962,0.588607594936709,0.659090909090909,0.707070707070707,0.735294117647059,0.695378151260504,0.538461538461538,0.448717948717949,0.618108974358974,0.525547445255474,0.45,0.590384615384615,0.645669291338583,0.621212121212121,0.659090909090909
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.76041667 0.73263889 0.73076923 0.74825175 0.72377622],0.561181434599156,0.573839662447257,0.878930817610063,0.981767180925666,0.97629009762901,0.98186889818689,0.559322033898305,0.578947368421053,0.561831407787762,0.562770562770563,0.528455284552846,0.575631151048353,0.87797147385103,0.871069182389937,0.878930817610063
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.74479167 0.6875     0.71354167 0.69270833 0.68421053],0.532915360501567,0.54858934169279,0.765664160401003,0.914826498422713,0.908141962421712,0.91544885177453,0.532915360501567,0.527950310559006,0.532962497051655,0.5,0.486486486486487,0.544412833886518,0.7599486521181,0.751269035532995,0.765486002915012
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.57638889 0.65277778 0.67361111 0.60416667 0.64084507],0.481171548117155,0.548117154811716,0.775919732441472,0.949438202247191,0.94150417827298,0.949860724233983,0.504,0.51219512195122,0.480235492010092,0.53448275862069,0.574074074074074,0.550395815662991,0.775544388609715,0.784745762711864,0.776036247692566
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.62587413 0.54895105 0.6013986  0.55594406 0.58802817],0.566666666666667,0.570833333333333,0.863731656184486,0.962544169611308,0.953781512605042,0.962885154061625,0.566666666666667,0.557377049180328,0.566824117810503,0.538116591928251,0.508474576271186,0.569811058627396,0.861554845580405,0.848008385744235,0.863731656184486
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.5        0.484375   0.47368421 0.47368421 0.5       ],0.49685534591195,0.509433962264151,0.80125786163522,1,1,1,0.490445859872611,0.466666666666667,0.498039215686275,0.469387755102041,0.466216216216216,0.506637519872814,0.797695262483995,0.788607594936709,0.801178797468354
ensemble_model_N32_B134_E166_nb_zones_10_lab_svd,32,134,166,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.75       0.74369748 0.71008403 0.74369748 0.76470588],0.642458100558659,0.597765363128492,0.804507337526205,0.912097476066144,0.879194630872483,0.915268456375839,0.584415584415584,0.511363636363636,0.640297202797203,0.535483870967742,0.456043956043956,0.600181068931069,0.788907753254103,0.730607966457023,0.804507337526206
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.75       0.78125    0.77083333 0.86458333 0.82291667],0.60625,0.60625,0.75,0.853754940711462,0.9,0.845833333333333,0.695652173913044,0.782608695652174,0.575127877237852,0.659459459459459,0.782051282051282,0.610537836147592,0.77728285077951,0.851219512195122,0.747404627892433
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.53361345 0.58403361 0.58403361 0.56722689 0.59322034],0.538888888888889,0.561111111111111,0.782494758909853,0.924103419516264,0.932659932659933,0.923400673400673,0.551351351351351,0.579545454545455,0.539772727272727,0.568306010928962,0.565217391304348,0.561017786561265,0.785529715762274,0.79664570230608,0.782494758909853
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.71875    0.64583333 0.69148936 0.78723404 0.71276596],0.474683544303798,0.556962025316456,0.791139240506329,0.974576271186441,0.970464135021097,0.974683544303798,0.536312849162011,0.615384615384615,0.476442307692308,0.556962025316456,0.611111111111111,0.561369509043928,0.796044499381953,0.83204134366925,0.791951192926437
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86363636 0.83566434 0.89160839 0.85314685 0.86013986],0.573221757322176,0.640167364016736,0.889412997903564,0.983768525052929,0.974825174825175,0.983916083916084,0.567796610169492,0.567796610169492,0.573154503431853,0.656,0.677685950413223,0.63969043283373,0.889122438255386,0.886792452830189,0.889412997903564
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.47916667 0.4875     0.51666667 0.52521008 0.5       ],0.485955056179775,0.49438202247191,0.809748427672956,1,1,1,0.487394957983193,0.508771929824561,0.486818397344713,0.502762430939227,0.491891891891892,0.494483957641852,0.810443864229765,0.813417190775681,0.809748427672956
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166,8, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.53157895 0.52105263 0.59473684 0.52631579 0.48404255],0.534810126582278,0.522151898734177,0.811392405063291,1,1,1,0.59504132231405,0.658536585365854,0.529926187419769,0.607792207792208,0.68421052631579,0.507622504537205,0.824292452830189,0.864029666254635,0.810095248172713
svm_model_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.77777778 0.72222222 0.75694444 0.69444444 0.76388889],0.641666666666667,0.591666666666667,0.740833333333333,0.816738816738817,0.786111111111111,0.823611111111111,0.58252427184466,0.521739130434783,0.636869565217391,0.505050505050505,0.434782608695652,0.585391304347826,0.716499544211486,0.666101694915254,0.739608224506807
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.70629371 0.70629371 0.68181818 0.70422535],0.591666666666667,0.591666666666667,0.840670859538784,0.922525107604017,0.900560224089636,0.92436974789916,0.591666666666667,0.601694915254237,0.591831064184496,0.604838709677419,0.614754098360656,0.591275354265074,0.838469713071201,0.827044025157233,0.840670859538784
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,1428,476,476,0.6,0.2,0.2, [0.77272727 0.77972028 0.78321678 0.82167832 0.80985915],0.5625,0.583333333333333,0.878930817610063,0.981664315937941,0.974789915966386,0.981792717086835,0.567901234567901,0.560975609756098,0.562539086929331,0.603174603174603,0.64957264957265,0.584948926412341,0.879247255619446,0.881551362683438,0.878930817610063
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.6993007  0.70629371 0.66783217 0.65034965 0.72183099],0.575,0.5375,0.689203354297694,0.743589743589744,0.771708683473389,0.733893557422969,0.588709677419355,0.623931623931624,0.576193454242235,0.568093385214008,0.59349593495935,0.536064206795914,0.701560140915954,0.730607966457023,0.689203354297694
svm_model_N26_B137_E163_nb_zones_12_lab_svd,26,137,163,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.68881119 0.73426573 0.6958042  0.71678322 0.70422535],0.633333333333333,0.5875,0.774633123689728,0.821454812637766,0.782913165266106,0.829831932773109,0.636363636363636,0.658119658119658,0.633937877840317,0.608695652173913,0.626016260162602,0.586512403585574,0.768318965517241,0.747379454926625,0.774633123689727
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.68085106 0.62765957 0.68085106 0.75531915 0.60638298],0.596153846153846,0.583333333333333,0.80306905370844,0.941964285714286,0.897872340425532,0.94468085106383,0.588235294117647,0.5625,0.59703947368421,0.532374100719424,0.52112676056338,0.578210439105219,0.791891891891892,0.759067357512953,0.802513476736275
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.8125     0.79787234 0.79787234 0.88297872],0.544303797468354,0.575949367088608,0.781012658227848,0.929460580912863,0.945147679324894,0.928270042194093,0.604395604395605,0.662650602409639,0.537991967871486,0.625698324022346,0.756756756756757,0.586711711711712,0.794780545670225,0.850253807106599,0.781187509613906
svm_model_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.55208333 0.55263158 0.58421053 0.53684211 0.56315789],0.583596214511041,0.555205047318612,0.565573770491803,0.606060606060606,0.672268907563025,0.563025210084034,0.631284916201117,0.680722891566265,0.578772041809623,0.591304347826087,0.614457831325301,0.552262028245432,0.60830017055145,0.662128712871287,0.563712171345669
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.8125     0.875      0.85416667 0.82291667],0.63125,0.56875,0.80375,0.93816631130064,0.916666666666667,0.939583333333333,0.69109947643979,0.835443037974684,0.633770901703391,0.622950819672131,0.7125,0.56875,0.813760379596678,0.859649122807017,0.803889399308746
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.47902098 0.51398601 0.56293706 0.54195804 0.54225352],0.558333333333333,0.520833333333333,0.856918238993711,0.963276836158192,0.955182072829131,0.96358543417367,0.509259259259259,0.450819672131148,0.560155598777438,0.470046082949309,0.432203389830509,0.519380383439844,0.852352623039481,0.825995807127883,0.856918238993711
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120,12, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.70833333 0.67832168 0.71328671 0.63286713 0.66083916],0.605042016806723,0.588235294117647,0.836477987421384,0.916083916083916,0.914804469273743,0.916201117318436,0.6328125,0.642857142857143,0.602678571428571,0.584745762711864,0.616071428571429,0.589781746031746,0.837669094693028,0.843815513626834,0.836477987421384
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200,12, low_bits_5, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.5625     0.59375    0.59375    0.57986111 0.55944056],0.621276595744681,0.582978723404255,0.881551362683438,0.972784368457781,0.969401947148818,0.972878998609179,0.630705394190871,0.622950819672131,0.621209923110402,0.55045871559633,0.530973451327434,0.58106049615552,0.880549682875264,0.873165618448637,0.881551362683438
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.53361345 0.49159664 0.47478992 0.46638655 0.50840336],0.484679665738162,0.49025069637883,0.540356394129979,0.590506838294449,0.616806722689076,0.572268907563025,0.516971279373368,0.532258064516129,0.482892038038411,0.484507042253521,0.497109826589595,0.490490397165766,0.557294295810197,0.578616352201258,0.540356394129979
svm_model_N16_B184_E200_nb_zones_8_lab_svd,16,184,200,8, lab, svd,960,320,320,0.6,0.2,0.2, [0.68229167 0.71354167 0.69791667 0.6875     0.6875    ],0.571875,0.6,0.65625,0.716981132075472,0.752083333333333,0.703125,0.628726287262873,0.707317073170732,0.568402126328956,0.648351648351648,0.706586826347305,0.59512347853313,0.683908045977011,0.733662145499383,0.65517074321864
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdn,32,134,166,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.53645833 0.52105263 0.54210526 0.49473684],0.50314465408805,0.509433962264151,0.80251572327044,1,1,1,0.5,0.49375,0.503204113924051,0.532934131736527,0.539393939393939,0.508259061200238,0.804239401496259,0.804239401496259,0.802500411408028
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.50699301 0.51398601 0.48251748 0.45774648],0.545833333333333,0.4875,0.875262054507338,0.995786516853932,0.992997198879552,0.995798319327731,0.506787330316742,0.504504504504504,0.542949926670857,0.497959183673469,0.472868217054264,0.488686360779384,0.874074074074074,0.865828092243187,0.875262054507337
svm_model_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.60416667 0.64583333 0.63829787 0.61702128 0.63829787],0.468354430379747,0.594936708860759,0.759493670886076,0.907079646017699,0.864978902953586,0.911392405063291,0.44,0.445945945945946,0.467020592020592,0.573333333333333,0.573333333333333,0.593895582329317,0.747340425531915,0.727979274611399,0.758791617503719
ensemble_model_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.66433566 0.61188811 0.63286713 0.6056338 ],0.633333333333333,0.6625,0.824947589098533,0.884696016771489,0.886554621848739,0.884453781512605,0.65625,0.7,0.633333333333333,0.669387755102041,0.683333333333333,0.6625,0.82712215320911,0.837526205450734,0.824947589098533
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.60416667 0.6        0.6092437  0.54201681 0.55462185],0.585434173669468,0.582633053221289,0.820754716981132,0.961767204757859,0.948073701842546,0.962311557788945,0.579545454545454,0.548387096774194,0.58705904546312,0.577903682719547,0.596491228070175,0.583191850594228,0.818278427205101,0.807127882599581,0.820754716981132
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svd,40,130,170,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.8125     0.875      0.84375    0.82291667 0.82978723],0.515723270440252,0.566037735849057,0.810301507537688,0.989473684210526,0.98326359832636,0.989539748953975,0.56,0.620253164556962,0.516376582278481,0.622950819672131,0.695121951219512,0.56184668989547,0.818727490996399,0.8525,0.810088383838384
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.68881119 0.61188811 0.74125874 0.66783217 0.6584507 ],0.570833333333333,0.55,0.718029350104822,0.757598220904374,0.715686274509804,0.771008403361345,0.542222222222222,0.521367521367521,0.569626850114655,0.495327102803738,0.430894308943089,0.553053992078382,0.69910514541387,0.655136268343816,0.718029350104822
svm_model_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.54895105 0.53846154 0.51748252 0.53496503 0.51760563],0.520833333333333,0.595833333333333,0.54979035639413,0.475263584752636,0.410364145658263,0.546918767507003,0.427860696517413,0.349593495934959,0.52522409839483,0.517412935323383,0.444444444444444,0.592140921409214,0.474617737003058,0.406708595387841,0.54979035639413
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64210526 0.62631579 0.62631579 0.62105263 0.67894737],0.5,0.556962025316456,0.79456384323641,0.971488912354805,0.968421052631579,0.971578947368421,0.512345679012346,0.549668874172185,0.50210716435882,0.602272727272727,0.658385093167702,0.554998998196754,0.799753542821935,0.824650571791614,0.794715223002725
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.65625    0.78125    0.71875    0.80851064],0.610062893081761,0.566037735849057,0.810301507537688,0.957627118644068,0.94560669456067,0.9581589958159,0.592105263157895,0.608108108108108,0.609936406995231,0.543046357615894,0.554054054054054,0.565262321144674,0.805161290322581,0.806201550387597,0.810191239741476
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,1428,476,476,0.6,0.2,0.2, [0.67132867 0.67832168 0.68181818 0.64335664 0.66901408],0.525,0.5125,0.843815513626834,0.952717007762879,0.945378151260504,0.953081232492997,0.540322580645161,0.549180327868853,0.524590163934426,0.470588235294118,0.440677966101695,0.511322589608225,0.841993637327678,0.832285115303983,0.843815513626834
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.83333333 0.82291667 0.80208333 0.85416667 0.8125    ],0.5625,0.60625,0.83375,1,1,1,0.611111111111111,0.69620253164557,0.564150648538834,0.666666666666667,0.7875,0.60625,0.843345111896348,0.897243107769424,0.833908336927106
ensemble_model_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.76388889 0.75       0.77464789 0.77464789 0.80985915],0.630252100840336,0.642857142857143,0.843697478991597,0.981612446958981,0.971988795518207,0.981792717086835,0.648,0.698275862068966,0.631924816280384,0.65587044534413,0.663934426229508,0.642312040700961,0.845514950166113,0.855462184873949,0.843697478991597
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.65625    0.6875     0.54166667 0.63541667],0.53125,0.54375,0.7975,0.970954356846473,0.975,0.970833333333333,0.571428571428571,0.555555555555556,0.527777777777778,0.51006711409396,0.520547945205479,0.541883168005039,0.799007444168734,0.799007444168734,0.797488608734241
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163,10, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.61764706 0.61764706 0.62605042 0.68907563 0.60169492],0.625,0.6,0.834905660377359,0.970049916805324,0.981481481481482,0.96969696969697,0.649350649350649,0.69060773480663,0.624633476341862,0.625,0.670391061452514,0.600388900892003,0.840182648401826,0.867924528301887,0.834905660377358
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.65104167 0.61052632 0.62105263 0.62105263 0.71052632],0.599369085173502,0.61198738170347,0.658890290037831,0.725212464589235,0.80672268907563,0.694327731092437,0.627565982404692,0.652439024390244,0.597461342260482,0.616822429906542,0.664429530201342,0.614952860338766,0.685647879140035,0.747782002534854,0.65933642159365
svm_model_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.76041667 0.72916667 0.72916667 0.78723404 0.77659574],0.462025316455696,0.392405063291139,0.676767676767677,0.836601307189543,0.80672268907563,0.842436974789916,0.545454545454545,0.614457831325301,0.453895582329317,0.472527472527473,0.589041095890411,0.406285253827558,0.690821256038647,0.725888324873096,0.677014514195342
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svdne,8,192,200,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.56293706 0.62587413 0.6048951  0.58041958 0.58802817],0.495833333333333,0.541666666666667,0.613207547169811,0.608494208494208,0.551820728291317,0.644957983193277,0.421052631578947,0.376068376068376,0.492912236814676,0.53781512605042,0.520325203252033,0.542213883677298,0.576349024110218,0.526205450733753,0.613207547169811
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.578125   0.54166667 0.54166667 0.49479167 0.51041667],0.515625,0.471875,0.52375,0.590654205607477,0.658333333333333,0.54375,0.609571788413098,0.801324503311258,0.530839766448529,0.576441102756892,0.723270440251572,0.473436462361811,0.591639871382637,0.69873417721519,0.525910298484138
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svd,40,130,170,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.69791667 0.67708333 0.77659574 0.71276596 0.80851064],0.550632911392405,0.632911392405063,0.836708860759494,1,1,1,0.574850299401198,0.623376623376623,0.552429052429052,0.646341463414634,0.697368421052632,0.635269576379974,0.839751552795031,0.866666666666667,0.837083333333333
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.525      0.5        0.5210084  0.5        0.47058824],0.494413407821229,0.519553072625698,0.809748427672956,0.991624790619765,0.993288590604027,0.991610738255034,0.506811989100817,0.484375,0.495199548192771,0.497076023391813,0.512048192771084,0.519044929718876,0.809248554913295,0.807127882599581,0.809748427672956
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.45833333 0.52105263 0.51052632 0.38421053 0.50526316],0.523659305993691,0.49211356466877,0.799495586380832,0.993710691823899,0.995798319327731,0.993697478991597,0.491582491582492,0.474025974025974,0.522289060632619,0.468646864686469,0.449367088607595,0.491979141788074,0.795366795366795,0.784263959390863,0.799400150121497
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svd,16,184,200,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.75       0.75       0.65957447 0.65957447],0.512658227848101,0.468354430379747,0.714646464646465,0.860215053763441,0.840336134453782,0.86344537815126,0.538922155688623,0.5625,0.512019230769231,0.487804878048781,0.540540540540541,0.472651222651223,0.71608040201005,0.727040816326531,0.714770408163265
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.55208333 0.55208333 0.5        0.53125    0.5       ],0.5125,0.475,0.61375,0.682505399568035,0.658333333333333,0.69375,0.541176470588235,0.51685393258427,0.511948093052698,0.461538461538462,0.467532467532467,0.47473008918792,0.608365019011407,0.591133004926108,0.61409442124478
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.69791667 0.60416667 0.65625    0.60638298],0.59748427672956,0.572327044025157,0.792713567839196,0.932515337423313,0.95397489539749,0.930962343096234,0.6,0.666666666666667,0.603448275862069,0.590361445783132,0.563218390804598,0.573275862068965,0.797546012269939,0.816582914572864,0.792713567839196
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.88541667 0.8125     0.82291667 0.80208333 0.8125    ],0.6375,0.6,0.83875,0.985324947589098,0.979166666666667,0.985416666666667,0.677777777777778,0.717647058823529,0.632156862745098,0.640449438202247,0.730769230769231,0.603189493433396,0.845508982035928,0.875930521091811,0.838469038883437
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.54195804 0.55594406 0.53146853 0.5034965  0.56690141],0.595833333333333,0.545833333333333,0.865303983228511,0.964260686755431,0.96358543417367,0.964285714285714,0.607287449392713,0.604838709677419,0.595522803114572,0.524017467248908,0.517241379310345,0.544911012235817,0.864950078822911,0.862683438155136,0.865303983228511
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.5625     0.6875     0.6875     0.61458333 0.71875   ],0.5625,0.6,0.8275,0.99163179916318,0.9875,0.991666666666667,0.623655913978495,0.637362637362637,0.550565376652333,0.636363636363636,0.636363636363636,0.595959595959596,0.835714285714286,0.837708830548926,0.826990898214095
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.58854167 0.50526316 0.55263158 0.52105263],0.544025157232704,0.522012578616352,0.79874213836478,0.975763962065332,0.970649895178197,0.975890985324948,0.536741214057508,0.549019607843137,0.544206773618538,0.503267973856209,0.55,0.525,0.795918367346939,0.81038961038961,0.799097244219195
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.51260504 0.44117647 0.52941176 0.47478992 0.52118644],0.536111111111111,0.55,0.616352201257862,0.645558487247142,0.617845117845118,0.660774410774411,0.510263929618768,0.478021978021978,0.536763797999753,0.496894409937888,0.449438202247191,0.54889492529942,0.593333333333333,0.559748427672956,0.616352201257862
ensemble_model_N16_B184_E200_nb_zones_8_lab_svd,16,184,200,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.63157895 0.65263158 0.63157895 0.67894737 0.64361702],0.604430379746835,0.588607594936709,0.810126582278481,0.952681388012618,0.955696202531646,0.95253164556962,0.670184696569921,0.788819875776398,0.600861550791425,0.640883977900552,0.707317073170732,0.583921694480103,0.822695035460993,0.871088861076345,0.809424072023448
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svd,16,184,200,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.72916667 0.78125    0.68085106 0.72340426 0.61702128],0.626582278481013,0.594936708860759,0.79873417721519,0.924686192468619,0.932489451476793,0.924050632911392,0.694300518134715,0.752808988764045,0.608288552353037,0.655913978494624,0.753086419753086,0.590828924162258,0.814469078179697,0.857493857493857,0.796893142846145
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.421875   0.57291667 0.50526316 0.5        0.46315789],0.512578616352201,0.506289308176101,0.79811320754717,0.990556138509969,0.989517819706499,0.990566037735849,0.501607717041801,0.523489932885906,0.513224256383781,0.528528528528528,0.523809523809524,0.505238095238095,0.798998121477771,0.80352644836272,0.798120008100958
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdn,26,137,163, zones, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.51260504 0.5210084  0.49579832 0.52941176 0.5       ],0.491666666666667,0.497222222222222,0.806603773584905,0.9957805907173,0.993265993265993,0.995791245791246,0.514588859416446,0.557471264367816,0.493789395624768,0.509485094850948,0.505376344086022,0.496941045606229,0.808907301916106,0.818658280922432,0.806603773584905
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,480,160,160,0.6,0.2,0.2, [0.77083333 0.875      0.77083333 0.71875    0.75      ],0.53125,0.5375,0.79875,0.975,0.975,0.975,0.576271186440678,0.671052631578947,0.537907268170426,0.579545454545455,0.566666666666667,0.533333333333333,0.80672268907563,0.827586206896552,0.798310869945738
svm_model_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200,12, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.59027778 0.61458333 0.57986111 0.58333333 0.59440559],0.604255319148936,0.621276595744681,0.620545073375262,0.608946608946609,0.58692628650904,0.623087621696801,0.513089005235602,0.40495867768595,0.61037407568508,0.543589743589743,0.464912280701754,0.616753661012034,0.591422121896162,0.549266247379455,0.620545073375262
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svd,32,134,166, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.725      0.73333333 0.7394958  0.71848739 0.7605042 ],0.621848739495798,0.644257703081233,0.849056603773585,0.977928692699491,0.964824120603015,0.97822445561139,0.647519582245431,0.696629213483146,0.62205762350135,0.678481012658228,0.748603351955307,0.643964597325968,0.852760736196319,0.874213836477987,0.849056603773585
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170, zones, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.70138889 0.77777778 0.80985915 0.78873239],0.672268907563025,0.634453781512605,0.846476510067114,0.974647887323944,0.966480446927374,0.974860335195531,0.717391304347826,0.811475409836066,0.668668739400792,0.650602409638554,0.710526315789474,0.637521222410866,0.851821862348178,0.885521885521885,0.846607096607097
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.63541667 0.67021277 0.67021277 0.63829787],0.550632911392405,0.512658227848101,0.792405063291139,0.966244725738397,0.966244725738397,0.966244725738397,0.598870056497175,0.602272727272727,0.543993506493506,0.476190476190476,0.538461538461538,0.516542597187758,0.794486215538847,0.812820512820513,0.792660256410256
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.42708333 0.54166667 0.39583333 0.4375    ],0.43125,0.5125,0.78875,1,1,1,0.448484848484848,0.5,0.436046511627907,0.589473684210526,0.64367816091954,0.499921272240592,0.797604790419162,0.830423940149626,0.788645554034713
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.58333333 0.5        0.57446809 0.5212766  0.44680851],0.550632911392405,0.531645569620253,0.744303797468354,0.879492600422833,0.877637130801688,0.879746835443038,0.541935483870968,0.477272727272727,0.560064935064935,0.531645569620253,0.5,0.533783783783784,0.743002544529262,0.713936430317848,0.745419658728478
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,468,156,156,0.6,0.2,0.2, [0.64893617 0.73404255 0.71276596 0.70212766 0.65217391],0.576923076923077,0.551282051282051,0.77948717948718,0.922413793103448,0.914529914529914,0.923076923076923,0.602409638554217,0.595238095238095,0.575396825396825,0.583333333333333,0.653333333333333,0.555061728395062,0.784461152882205,0.796437659033079,0.779355780420932
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.484375   0.47894737 0.49473684 0.49473684 0.47368421],0.520504731861199,0.511041009463722,0.805170239596469,0.997899159663866,0.997899159663866,0.997899159663866,0.5,0.503311258278146,0.519727918295699,0.520123839009288,0.509090909090909,0.511124401913876,0.804306523115896,0.801767676767677,0.805165954252856
svm_model_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200,4, low_bits_5, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.64893617 0.68085106 0.73404255 0.69148936 0.69148936],0.525641025641026,0.525641025641026,0.680306905370844,0.794354838709677,0.838297872340426,0.782978723404255,0.531645569620253,0.617647058823529,0.536096256684492,0.584269662921348,0.693333333333333,0.531851851851852,0.699519230769231,0.76984126984127,0.683187961653308
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdn,40,130,170,4, low_bits_4_shifted_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.58333333 0.5        0.54255319 0.57446809 0.46808511],0.509554140127389,0.560509554140127,0.525445292620865,0.611965811965812,0.758474576271186,0.51906779661017,0.579234972677596,0.609195402298851,0.497454844006568,0.576687116564417,0.661971830985916,0.569358008516214,0.599355531686359,0.708121827411167,0.524979281052522
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.6375     0.5625     0.48739496 0.57142857 0.59663866],0.551820728291317,0.574229691876751,0.791404612159329,0.92687074829932,0.912897822445561,0.927973199329983,0.503105590062112,0.462857142857143,0.55010989010989,0.547619047619048,0.505494505494506,0.575604395604396,0.78298800436205,0.752620545073375,0.791404612159329
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.47083333 0.51666667 0.51666667 0.4875     0.54621849],0.445070422535211,0.498591549295775,0.79559748427673,0.98744769874477,0.984974958263773,0.987479131886478,0.457300275482094,0.466292134831461,0.445010474195391,0.529100529100529,0.564971751412429,0.498778010537675,0.798553719008264,0.810272536687631,0.79559748427673
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.58854167 0.578125   0.54736842 0.51578947 0.55263158],0.572327044025157,0.462264150943396,0.547169811320755,0.600966183574879,0.651991614255765,0.567085953878407,0.611428571428571,0.633136094674556,0.568245899686271,0.512820512820513,0.584415584415584,0.46598828001267,0.585253456221198,0.635,0.546613924050633
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.64335664 0.6048951  0.56993007 0.61188811 0.59507042],0.5125,0.55,0.587526205450734,0.690528634361233,0.878151260504202,0.606442577030812,0.648648648648649,0.955752212389381,0.536931224304926,0.686046511627907,0.929133858267717,0.526513831788726,0.684316085038107,0.894129979035639,0.587526205450734
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63541667 0.68229167 0.671875   0.66145833 0.62105263],0.567398119122257,0.586206896551724,0.791353383458647,0.935516888433982,0.954070981210856,0.934237995824635,0.549019607843137,0.545454545454545,0.566666666666667,0.5875,0.552941176470588,0.588551125148046,0.792264504054897,0.790784557907846,0.791356970000581
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5        0.44791667 0.51041667 0.57291667 0.5106383 ],0.50314465408805,0.509433962264151,0.800251256281407,0.99581589958159,0.99581589958159,0.99581589958159,0.532544378698225,0.625,0.513649425287356,0.551724137931034,0.527472527472527,0.506383322559793,0.806333739342266,0.823383084577114,0.800016415385004
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5        0.57291667 0.5        0.52083333 0.5106383 ],0.540880503144654,0.534591194968553,0.815326633165829,1,1,1,0.496551724137931,0.444444444444444,0.542735042735043,0.513157894736842,0.5,0.533950617283951,0.810322580645161,0.78894472361809,0.815326633165829
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.71354167 0.71354167 0.68947368 0.70526316 0.71578947],0.5,0.493710691823899,0.683647798742138,0.815709969788519,0.849056603773585,0.808176100628931,0.557103064066852,0.625,0.499208860759494,0.546478873239437,0.610062893081761,0.493710691823899,0.705330990041008,0.756281407035176,0.683556320646051
svm_model_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.61111111 0.67361111 0.62676056 0.72535211 0.70422535],0.579831932773109,0.605042016806723,0.683193277310924,0.749658002735978,0.767507002801121,0.743697478991597,0.65034965034965,0.853211009174312,0.601024109238319,0.709876543209877,0.798611111111111,0.553560874704492,0.718866517524236,0.790163934426229,0.680426794799322
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.55208333 0.6875     0.625      0.63541667 0.60416667],0.6125,0.55625,0.8325,0.997912317327766,0.995833333333333,0.997916666666667,0.635294117647059,0.710526315789474,0.617167919799499,0.574850299401198,0.623376623376623,0.558676263495541,0.83578431372549,0.867684478371501,0.83310513844865
ensemble_model_v2_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200, zones, lab, svdne,1440,480,480,0.6,0.2,0.2, [0.65625    0.63541667 0.60416667 0.625      0.625     ],0.606837606837607,0.623931623931624,0.830712788259958,0.900069881201957,0.894444444444444,0.900694444444444,0.61344537815126,0.634782608695652,0.607307270734381,0.650793650793651,0.689075630252101,0.622798684691268,0.831858407079646,0.837526205450734,0.830712788259958
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,960,320,320,0.6,0.2,0.2, [0.515625   0.53125    0.56770833 0.52604167 0.48958333],0.50625,0.540625,0.795,0.975916230366492,0.970833333333333,0.976041666666667,0.521212121212121,0.5,0.506756756756757,0.501694915254237,0.4625,0.540625,0.792405063291139,0.770935960591133,0.795366457452927
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158,12, low_bits_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.47916667 0.47569444 0.48611111 0.51398601 0.54895105],0.457627118644068,0.478813559322034,0.868448637316562,1,1,1,0.452991452991453,0.473214285714286,0.45838133640553,0.476595744680851,0.451612903225806,0.480270737327189,0.868241469816273,0.866876310272536,0.868448637316562
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166,8, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.546875   0.52604167 0.52604167 0.46315789 0.49473684],0.50314465408805,0.481132075471698,0.797110552763819,1,1,1,0.50625,0.5,0.503205128205128,0.479495268138801,0.503311258278146,0.482194551294761,0.797237915881984,0.802781289506953,0.797145950621142
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.71875    0.70138889 0.74825175 0.73776224 0.68181818],0.586497890295359,0.569620253164557,0.871069182389937,0.967877094972067,0.96652719665272,0.967921896792189,0.611111111111111,0.719626168224299,0.598274622573688,0.625,0.653846153846154,0.560567936736161,0.874233128834356,0.896226415094339,0.871069182389937
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdn,40,130,170,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.52083333 0.45833333 0.5625     0.5        0.44680851],0.509433962264151,0.459119496855346,0.793969849246231,1,1,1,0.5,0.541666666666667,0.512212643678161,0.475609756097561,0.453488372093023,0.459620898375279,0.794486215538847,0.798488664987406,0.793981174598966
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163,10, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5125     0.51680672 0.4789916  0.52521008 0.52521008],0.472067039106145,0.519553072625698,0.810796645702306,1,1,1,0.479338842975207,0.47027027027027,0.472129354788314,0.5,0.497109826589595,0.518825183565068,0.809899947340706,0.806079664570231,0.810796645702306
ensemble_model_v2_N16_B184_E200_nb_zones_8_lab_svd,16,184,200, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.703125   0.67708333 0.72395833 0.58854167 0.61578947],0.636363636363636,0.586206896551724,0.774436090225564,0.880851063829787,0.864300626304802,0.883089770354906,0.648484848484848,0.660493827160494,0.63597939765668,0.562913907284768,0.537974683544304,0.585757528107555,0.770992366412214,0.758448060075094,0.774456150489241
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svdne,16,184,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.67708333 0.64583333 0.5625     0.55208333],0.58125,0.6,0.6125,0.629399585921325,0.633333333333333,0.627083333333333,0.603550295857988,0.621951219512195,0.580206378986867,0.6,0.64,0.602352941176471,0.618226600985222,0.632241813602015,0.612646961391578
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.56293706 0.57692308 0.5979021  0.63028169],0.6,0.604166666666667,0.606918238993711,0.57811320754717,0.536414565826331,0.608543417366947,0.575221238938053,0.515873015873016,0.604427736006683,0.545454545454545,0.5,0.599206349206349,0.573863636363636,0.529350104821803,0.606918238993711
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.52447552 0.56643357 0.55594406 0.56643357 0.58098592],0.558333333333333,0.554166666666667,0.866876310272536,0.971308607417775,0.971988795518207,0.971288515406163,0.595419847328244,0.65546218487395,0.559136051114661,0.602230483271376,0.669421487603306,0.553198138759636,0.870408163265306,0.894129979035639,0.866876310272537
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svdne,8,192,200,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55208333 0.56293706 0.52447552 0.57692308 0.58041958],0.521008403361345,0.626050420168067,0.875786163522013,0.975817923186344,0.958100558659218,0.976256983240224,0.528925619834711,0.528925619834711,0.520873066327612,0.627615062761506,0.641025641025641,0.626297944479763,0.874403815580286,0.864779874213837,0.875786163522013
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.69166667 0.71666667 0.74583333 0.67083333 0.70168067],0.52112676056338,0.467605633802817,0.64727463312369,0.761398176291793,0.836393989983305,0.737896494156928,0.622222222222222,0.752688172043011,0.509480180696062,0.555294117647059,0.698224852071006,0.478144684100019,0.692834322227293,0.79559748427673,0.64727463312369
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.61666667 0.62083333 0.62605042 0.66386555 0.64705882],0.582633053221289,0.591036414565826,0.802410901467505,0.931208053691275,0.92964824120603,0.931323283082077,0.649411764705882,0.741935483870968,0.575646104508583,0.640394088669951,0.760233918128655,0.597858894548198,0.813643104300544,0.862683438155136,0.802410901467505
ensemble_model_N26_B137_E163_nb_zones_12_lab_svd,26,137,163,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.73426573 0.65034965 0.65384615 0.65734266 0.70070423],0.645833333333333,0.679166666666667,0.90356394129979,0.984441301272984,0.974789915966386,0.984593837535014,0.644351464435146,0.578947368421053,0.653959665518938,0.63849765258216,0.635514018691589,0.674899866488652,0.901393354769561,0.881551362683438,0.90356394129979
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.62237762 0.56993007 0.58741259 0.65034965 0.52464789],0.525,0.491666666666667,0.820230607966457,0.925122463261022,0.925770308123249,0.925070028011204,0.580882352941176,0.669491525423729,0.527368713531537,0.579310344827586,0.688524590163934,0.488330091692137,0.827724761426419,0.863731656184486,0.820230607966457
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.78125    0.79166667 0.85416667 0.8125    ],0.6,0.5875,0.7275,0.8,0.733333333333333,0.816666666666667,0.686274509803922,0.833333333333333,0.587719298245614,0.641304347826087,0.710843373493976,0.582694414019715,0.736714975845411,0.749385749385749,0.727110177491857
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.76842105 0.71052632 0.73684211 0.73157895 0.78723404],0.60126582278481,0.588607594936709,0.75,0.833930704898447,0.736286919831224,0.85337552742616,0.58,0.649253731343284,0.607593898638675,0.601226993865031,0.56,0.592056737588653,0.730006835269993,0.681992337164751,0.749402693049126
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.70833333 0.625      0.67708333 0.67708333],0.56875,0.55,0.7925,0.945770065075922,0.908333333333333,0.947916666666667,0.524137931034483,0.436781609195402,0.581404503227838,0.454545454545455,0.416666666666667,0.537878787878788,0.775067750677507,0.716791979949875,0.792311201945012
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158,12, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63541667 0.66783217 0.67482517 0.65384615 0.62587413],0.546218487394958,0.647058823529412,0.873165618448637,0.964887640449438,0.959497206703911,0.965083798882682,0.53448275862069,0.504065040650406,0.547684694238247,0.611111111111111,0.573913043478261,0.644680098974903,0.870726495726496,0.854297693920335,0.873165618448637
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.53125    0.47916667 0.51041667 0.55319149 0.56382979],0.594936708860759,0.537974683544304,0.823232323232323,0.993736951983299,1,0.993697478991597,0.627906976744186,0.642857142857143,0.591698841698842,0.552147239263804,0.555555555555556,0.537518037518038,0.828009828009828,0.836228287841191,0.822998462686662
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170,4, low_bits_4, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.84375    0.78125    0.82978723 0.87234043],0.5,0.493670886075949,0.724747474747475,0.874200426439232,0.861344537815126,0.876050420168067,0.594871794871795,0.637362637362637,0.475397736591766,0.51219512195122,0.626865671641791,0.511235033623093,0.736714975845411,0.77020202020202,0.724747474747475
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svdne,16,184,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.52083333 0.55208333 0.57291667 0.46875   ],0.5625,0.56875,0.80375,0.96137339055794,0.933333333333333,0.9625,0.426229508196721,0.342105263157895,0.552005012531328,0.429752066115703,0.320987654320988,0.571886232223785,0.778561354019746,0.695214105793451,0.802942040489778
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200,6, low_bits_6, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.68309859 0.59859155 0.69014085 0.6056338  0.61267606],0.597457627118644,0.584745762711864,0.829103214890017,0.987234042553192,0.980281690140845,0.987323943661972,0.609053497942387,0.616666666666667,0.597126436781609,0.584745762711864,0.621621621621622,0.586810810810811,0.829391891891892,0.837883959044369,0.829176878851043
svm_model_N40_B130_E170_nb_zones_8_lab_svd,40,130,170,8, lab, svd,948,316,316,0.6,0.2,0.2, [0.74210526 0.74736842 0.70526316 0.73684211 0.69148936],0.651898734177215,0.645569620253165,0.820253164556962,0.93231441048035,0.90084388185654,0.934599156118144,0.609929078014184,0.547770700636943,0.651243840884509,0.605633802816901,0.56578947368421,0.642650834403081,0.808367071524966,0.765006385696041,0.819767935633466
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,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.48958333 0.5625     0.5        0.5212766 ],0.446540880503145,0.509433962264151,0.790201005025126,0.9979035639413,0.99581589958159,0.997907949790795,0.488372093023256,0.531645569620253,0.447072784810127,0.571428571428571,0.675324675324675,0.514491605955021,0.799037304452467,0.840506329113924,0.790577354083147
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdne,32,134,166,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.66145833 0.61578947 0.65789474 0.67894737],0.528301886792453,0.522012578616352,0.654716981132075,0.737513283740701,0.727463312368973,0.741090146750524,0.553571428571429,0.603896103896104,0.530606588533418,0.542168674698795,0.566037735849057,0.522012578616352,0.658794282162834,0.670886075949367,0.654818037974684
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.67482517 0.7027972  0.61538462 0.63380282],0.670833333333333,0.683333333333333,0.860587002096436,0.922863099374566,0.929971988795518,0.922268907563025,0.655021834061135,0.635593220338983,0.670255626562934,0.672413793103448,0.639344262295082,0.684078910808558,0.86,0.856394129979036,0.860587002096436
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdne,26,137,163,10, low_bits_4_shifted_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.64705882 0.70168067 0.67226891 0.66806723],0.603351955307263,0.544692737430168,0.671907756813417,0.706312900274474,0.647651006711409,0.730704697986577,0.630208333333333,0.664835164835165,0.602303946053946,0.585241730279898,0.653409090909091,0.546484765234765,0.66524064171123,0.651991614255765,0.671907756813417
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.875      0.78125    0.84375    0.77659574 0.76595745],0.582278481012658,0.550632911392405,0.792929292929293,0.941176470588235,0.907563025210084,0.94327731092437,0.633333333333333,0.703703703703704,0.579124579124579,0.553459119496855,0.556962025316456,0.550632911392405,0.794486215538847,0.796482412060301,0.792911256791572
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.61188811 0.54195804 0.61888112 0.63986014 0.6056338 ],0.570833333333333,0.591666666666667,0.878406708595388,0.978091872791519,0.969187675070028,0.978291316526611,0.565400843881857,0.572649572649573,0.570877631853242,0.598360655737705,0.59349593495935,0.59161976235147,0.877637130801688,0.872117400419287,0.878406708595388
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.77083333 0.75       0.78125    0.79166667 0.77083333],0.50625,0.5125,0.72875,0.871244635193133,0.845833333333333,0.875,0.598984771573604,0.756410256410256,0.512351469668543,0.621359223300971,0.727272727272727,0.488636363636364,0.750287686996548,0.80295566502463,0.727619964492011
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,480,160,160,0.6,0.2,0.2, [0.64583333 0.67708333 0.625      0.60416667 0.54166667],0.54375,0.51875,0.7975,0.975,0.975,0.975,0.562874251497006,0.55952380952381,0.542919799498747,0.544378698224852,0.560975609756098,0.517667292057536,0.801470588235294,0.805418719211823,0.797379410367333
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.59027778 0.65277778 0.65034965 0.64335664 0.66783217],0.594936708860759,0.544303797468354,0.863731656184486,0.96078431372549,0.95676429567643,0.96094839609484,0.630769230769231,0.683333333333333,0.593803418803419,0.593984962406015,0.675213675213675,0.545940170940171,0.866939611054248,0.887840670859539,0.863731656184486
svm_model_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.65277778 0.65277778 0.66666667 0.67361111],0.545833333333333,0.583333333333333,0.65,0.734591194968554,0.811111111111111,0.706944444444444,0.565737051792829,0.62280701754386,0.549498746867168,0.62962962962963,0.648854961832061,0.576721058897682,0.680851063829787,0.740495867768595,0.649239530522953
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.875   0.84375 0.84375 0.875   0.84375],0.53125,0.575,0.81625,0.991666666666667,0.991666666666667,0.991666666666667,0.522292993630573,0.5125,0.53125,0.546666666666667,0.569444444444444,0.57449494949495,0.813214739517154,0.816326530612245,0.81625150060024
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.609375   0.61052632 0.66315789 0.63157895],0.575471698113208,0.572327044025157,0.774213836477987,0.905982905982906,0.888888888888889,0.907756813417191,0.536082474226804,0.516556291390728,0.572649403180394,0.569620253164557,0.529411764705882,0.575516693163752,0.767336357744653,0.741854636591479,0.77433640920483
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163,10, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.54583333 0.55462185 0.5        0.5        0.51680672],0.539106145251397,0.544692737430168,0.828092243186583,1,1,1,0.550408719346049,0.520618556701031,0.540797083228564,0.504559270516717,0.50609756097561,0.541708574302238,0.826271186440678,0.817610062893082,0.828092243186583
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdne,40,130,170,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.75       0.77083333 0.76595745 0.74468085],0.537974683544304,0.582278481012658,0.763888888888889,0.9,0.907563025210084,0.899159663865546,0.529032258064516,0.5125,0.538301282051282,0.597560975609756,0.576470588235294,0.582755842062853,0.765957446808511,0.759305210918114,0.763971371525895
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54513889 0.5979021  0.55594406 0.54195804 0.56993007],0.525210084033613,0.508403361344538,0.837002096436059,0.942997888810697,0.935754189944134,0.943435754189944,0.437810945273632,0.389380530973451,0.518690265486726,0.506329113924051,0.48,0.509911504424779,0.832705755782679,0.811320754716981,0.837002096436059
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.76842105 0.67368421 0.72105263 0.66842105],0.596214511041009,0.56782334384858,0.828499369482976,0.992639327024185,0.991596638655462,0.992647058823529,0.614457831325301,0.633540372670807,0.595616340181558,0.578461538461538,0.594936708860759,0.567908606002707,0.830845771144279,0.840251572327044,0.828469654684382
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166,8, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.47395833 0.515625   0.52083333 0.49479167 0.48958333],0.5125,0.546875,0.811875,1,1,1,0.503184713375796,0.475903614457831,0.513925833202942,0.567164179104478,0.582822085889571,0.54618811300848,0.812927284027346,0.80840543881335,0.811914476675954
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.75       0.79166667 0.72916667 0.85106383],0.566037735849057,0.635220125786163,0.82035175879397,0.965957446808511,0.94979079497908,0.96652719665272,0.605714285714286,0.588888888888889,0.56256038647343,0.591549295774648,0.591549295774648,0.631001920614597,0.818297331639136,0.805,0.820429292929293
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.60416667 0.67361111 0.56944444 0.66901408 0.63380282],0.554621848739496,0.525210084033613,0.782718120805369,0.943019943019943,0.924581005586592,0.944134078212291,0.589147286821705,0.622950819672131,0.552854720180893,0.510822510822511,0.526785714285714,0.525297619047619,0.782535684298909,0.787162162162162,0.782747747747748
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81092437 0.71008403 0.7605042  0.68487395 0.7605042 ],0.615598885793872,0.540389972144847,0.714884696016772,0.786914235190097,0.747899159663866,0.797478991596639,0.579268292682927,0.533707865168539,0.614920230926811,0.489164086687306,0.43646408839779,0.541265752064064,0.694725028058361,0.648846960167715,0.714884696016772
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.84375    0.77083333 0.82291667 0.79166667 0.86458333],0.46875,0.5625,0.7725,0.942675159235669,0.925,0.94375,0.525139664804469,0.580246913580247,0.467338646663541,0.597701149425287,0.604651162790698,0.559082338152106,0.779126213592233,0.788697788697789,0.772211489768742
svm_model_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166,10, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.55416667 0.53361345 0.56302521 0.52941176 0.58823529],0.513966480446927,0.460893854748603,0.533542976939203,0.604087812263437,0.669463087248322,0.561241610738255,0.527173913043478,0.602484472049689,0.522054418765961,0.518703241895262,0.527918781725888,0.453400384651764,0.574162679425837,0.628930817610063,0.533542976939203
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.70833333 0.63541667 0.66666667 0.59375    0.61702128],0.540880503144654,0.49685534591195,0.777638190954774,0.948497854077253,0.924686192468619,0.94979079497908,0.587570621468927,0.68421052631579,0.546924540266328,0.587628865979381,0.647727272727273,0.478793213828425,0.788530465949821,0.818858560794045,0.777113758768524
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.86458333 0.86458333 0.82978723 0.80851064 0.78723404],0.5,0.481012658227848,0.784810126582278,0.980891719745223,0.974683544303797,0.981012658227848,0.548571428571429,0.6,0.498717948717949,0.554347826086956,0.614457831325301,0.473895582329317,0.795180722891566,0.825,0.784294871794872
svm_model_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.625      0.640625   0.64736842 0.66842105 0.64736842],0.644654088050314,0.635220125786163,0.674842767295597,0.725714285714286,0.79874213836478,0.69811320754717,0.706493506493506,0.829268292682927,0.638660120367437,0.702564102564103,0.861635220125786,0.635220125786164,0.716712328767123,0.8175,0.673939873417721
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.73958333 0.77604167 0.74736842 0.76315789 0.76315789],0.625786163522013,0.553459119496855,0.828930817610063,0.988359788359788,0.979035639412998,0.988469601677149,0.642642642642643,0.690322580645161,0.627369879279636,0.574850299401198,0.551724137931034,0.553639846743295,0.831265508684863,0.831265508684863,0.828898060464881
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svd,16,184,200,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.67361111 0.64583333 0.65492958 0.65492958 0.65492958],0.605042016806723,0.508403361344538,0.626050420168067,0.715328467153285,0.823529411764706,0.672268907563025,0.651851851851852,0.704,0.599787610619469,0.580645161290323,0.663934426229508,0.504381006218202,0.675419401896426,0.766556291390728,0.623892480166354
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdne,40,130,170,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.84375    0.6875     0.76041667 0.75531915 0.72340426],0.594936708860759,0.582278481012658,0.820707070707071,0.974358974358974,0.957983193277311,0.974789915966386,0.623529411764706,0.602272727272727,0.593993506493506,0.582278481012658,0.541176470588235,0.585656728444802,0.821608040201005,0.795620437956204,0.821694733413798
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.4375     0.53125    0.5        0.44210526 0.52105263],0.506289308176101,0.559748427672956,0.810062893081761,0.994775339602926,0.9979035639413,0.99475890985325,0.504731861198738,0.5,0.506329113924051,0.548387096774194,0.524691358024691,0.560422602089269,0.809343434343434,0.802252816020025,0.810102387782452
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.64583333 0.71830986 0.64788732 0.70422535],0.57563025210084,0.558823529411765,0.799159663865546,0.952517985611511,0.927170868347339,0.953781512605042,0.600790513833992,0.678571428571429,0.581349206349206,0.556962025316456,0.6,0.56171875,0.79831223628692,0.81692573402418,0.799624896471992
svm_model_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200,10, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5625     0.6092437  0.57563025 0.58823529 0.58403361],0.536312849162011,0.553072625698324,0.573899371069182,0.604386677497969,0.624161073825503,0.591442953020134,0.531073446327684,0.513661202185792,0.536830601092896,0.506172839506173,0.468571428571429,0.551225604996097,0.574122577265584,0.574423480083857,0.573899371069182
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.83333333 0.85416667 0.8125     0.875     ],0.60625,0.5625,0.82625,0.987394957983193,0.979166666666667,0.9875,0.608695652173913,0.576470588235294,0.608235294117647,0.527027027027027,0.541666666666667,0.560606060606061,0.822929936305732,0.81360201511335,0.826155846266352
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,1428,476,476,0.6,0.2,0.2, [0.54195804 0.54895105 0.6048951  0.58041958 0.6056338 ],0.575,0.570833333333333,0.861635220125786,0.958999305072967,0.966386554621849,0.958683473389356,0.578512396694215,0.630630630630631,0.578881206788184,0.599221789883268,0.596899224806201,0.568719882673371,0.863777089783282,0.877358490566038,0.861635220125786
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.7        0.72916667 0.71428571 0.66806723 0.65546218],0.602240896358543,0.605042016806723,0.831236897274633,0.967364016736402,0.968174204355109,0.967336683417086,0.544871794871795,0.491329479768786,0.59892560944961,0.584070796460177,0.538043478260869,0.607172028147776,0.825568797399783,0.79874213836478,0.831236897274633
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdne,32,134,166,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73684211 0.77894737 0.71578947 0.77368421 0.74736842],0.560126582278481,0.487341772151899,0.789506953223767,0.965665236051502,0.947368421052632,0.966315789473684,0.589970501474926,0.662251655629139,0.564459161147903,0.531791907514451,0.605263157894737,0.491655969191271,0.794063079777365,0.825192802056555,0.790083963217332
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.71875    0.67708333 0.64893617 0.70212766 0.65957447],0.506329113924051,0.550632911392405,0.79746835443038,0.97644539614561,0.962025316455696,0.976793248945148,0.472972972972973,0.507246376811594,0.506432177169842,0.489208633093525,0.430379746835443,0.550632911392405,0.787798408488064,0.771428571428571,0.796825396825397
ensemble_model_N40_B130_E170_nb_zones_8_lab_svd,40,130,170,8, lab, svd,954,318,318,0.6,0.2,0.2, [0.75       0.72916667 0.77894737 0.81052632 0.8       ],0.628930817610063,0.635220125786163,0.80314465408805,0.914778856526429,0.888888888888889,0.917190775681342,0.587412587412587,0.575342465753425,0.624880535202294,0.594405594405594,0.534591194968553,0.635220125786164,0.791194129419613,0.758312020460358,0.802423336962852
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.61458333 0.45833333 0.55208333 0.48958333 0.51041667],0.475,0.5125,0.6675,0.791164658634538,0.820833333333333,0.783333333333333,0.517241379310345,0.529411764705882,0.471372549019608,0.5125,0.539473684210526,0.513784461152882,0.680288461538462,0.70573566084788,0.66740417127607
svm_model_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.58741259 0.6048951  0.58391608 0.5979021  0.60211268],0.570833333333333,0.579166666666667,0.589098532494759,0.625322997416021,0.677871148459384,0.593837535014006,0.53393665158371,0.526785714285714,0.568080357142857,0.547085201793722,0.4765625,0.586495535714286,0.606425702811245,0.633123689727463,0.589098532494759
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.70138889 0.72916667 0.80985915 0.70422535 0.73943662],0.495798319327731,0.567226890756302,0.726050420168067,0.858321870701513,0.873949579831933,0.855742296918768,0.577464788732395,0.773584905660377,0.523156089193825,0.666666666666667,0.78030303030303,0.54109491137793,0.753030303030303,0.835294117647059,0.726050420168067
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,480,160,160,0.6,0.2,0.2, [0.84375    0.89583333 0.85416667 0.89583333 0.83333333],0.48125,0.59375,0.805,0.983193277310924,0.975,0.983333333333333,0.536312849162011,0.685714285714286,0.503968253968254,0.624277456647399,0.658536585365854,0.59208880550344,0.811594202898551,0.857142857142857,0.806022408963585
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54166667 0.57342657 0.56293706 0.59440559 0.59440559],0.558823529411765,0.529411764705882,0.857442348008386,0.961020552799433,0.946927374301676,0.96159217877095,0.609665427509294,0.725663716814159,0.56683185840708,0.575757575757576,0.608,0.525238938053097,0.860082304526749,0.876310272536688,0.857442348008386
svm_model_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.67361111 0.63888889 0.67361111 0.61267606],0.485355648535565,0.502092050209205,0.584448160535117,0.588045234248788,0.506963788300836,0.644846796657381,0.327868852459016,0.252100840336134,0.484383753501401,0.356756756756757,0.272727272727273,0.505007704160247,0.49645390070922,0.409015025041736,0.584742018383515
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svd,16,184,200,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.6971831  0.6971831  0.66901408 0.70422535 0.71126761],0.504237288135593,0.457627118644068,0.777495769881557,0.974285714285714,0.96056338028169,0.974647887323944,0.533864541832669,0.582608695652174,0.506180380883938,0.5,0.587155963302752,0.466806328108069,0.782104391052196,0.815198618307427,0.778246075322868
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.50699301 0.48951049 0.5034965  0.51048951 0.53846154],0.602510460251046,0.552301255230126,0.871069182389937,0.968970380818054,0.960839160839161,0.969230769230769,0.624505928853755,0.675213675213675,0.604000280229789,0.563265306122449,0.565573770491803,0.552017654476671,0.87160751565762,0.875262054507338,0.871069182389937
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.4375     0.49159664 0.44957983 0.50420168 0.45378151],0.505586592178771,0.491620111731844,0.810796645702306,0.998322147651007,0.998322147651007,0.998322147651007,0.515068493150685,0.531073446327684,0.505868214876549,0.464705882352941,0.43646408839779,0.492243343633923,0.809699525566684,0.80503144654088,0.810796645702306
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.69270833 0.70833333 0.671875   0.73958333 0.69791667],0.5625,0.60625,0.800625,0.944151738672287,0.933333333333333,0.944791666666667,0.583333333333333,0.608695652173913,0.562209461307082,0.60625,0.659863945578231,0.610278793598364,0.801246105919003,0.815989847715736,0.800852066715011
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.69444444 0.67361111 0.5915493  0.6971831  0.6056338 ],0.605042016806723,0.546218487394958,0.788235294117647,0.928977272727273,0.915966386554622,0.929971988795518,0.576576576576577,0.542372881355932,0.6045197740113,0.526315789473684,0.5,0.546610169491525,0.781629116117851,0.757983193277311,0.788235294117647
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163,10, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.53333333 0.53333333 0.51666667 0.53361345],0.43943661971831,0.495774647887324,0.538784067085954,0.554964539007092,0.522537562604341,0.580968280467446,0.368253968253968,0.349397590361446,0.433958054439982,0.492917847025496,0.46031746031746,0.498231019315357,0.510022271714922,0.480083857442348,0.538784067085954
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.4965035  0.63986014 0.61538462 0.66783217 0.63028169],0.545833333333333,0.545833333333333,0.831761006289308,0.928620928620928,0.938375350140056,0.927871148459384,0.528138528138528,0.5,0.546610169491525,0.528138528138528,0.516949152542373,0.545359822172826,0.831496062992126,0.830188679245283,0.831761006289308
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.68055556 0.69097222 0.60839161 0.63286713 0.61888112],0.523206751054852,0.535864978902954,0.813941299790356,0.909712722298221,0.927475592747559,0.907949790794979,0.563706563706564,0.634782608695652,0.526407697790449,0.583333333333333,0.631147540983607,0.53296507483963,0.821158690176322,0.854297693920335,0.813941299790356
svm_model_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.61888112 0.56993007 0.57692308 0.56643357 0.58802817],0.604166666666667,0.5875,0.60167714884696,0.632467532467533,0.682072829131653,0.603641456582633,0.636015325670498,0.709401709401709,0.606733375026058,0.626415094339623,0.67479674796748,0.585261621846988,0.632139399806389,0.684486373165618,0.60167714884696
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.67708333 0.64583333 0.65625    0.63829787],0.528301886792453,0.540880503144654,0.785175879396985,0.951781970649895,0.94979079497908,0.951882845188285,0.522292993630573,0.539473684210526,0.528772986683576,0.546583850931677,0.586666666666667,0.543333333333333,0.784905660377359,0.8,0.785467980295566
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdne,26,137,163,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.66386555 0.7605042  0.68067227 0.74369748],0.515320334261838,0.49025069637883,0.79559748427673,0.972010178117048,0.963025210084034,0.972268907563025,0.569306930693069,0.649717514124294,0.517166449369839,0.55036855036855,0.615384615384615,0.488483268144285,0.804020100502513,0.838574423480084,0.79559748427673
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.53645833 0.48421053 0.49473684 0.5        0.50526316],0.495268138801262,0.558359621451104,0.554854981084489,0.565310492505353,0.554621848739496,0.573529411764706,0.506172839506173,0.503067484662577,0.495040235837782,0.536423841059603,0.519230769230769,0.557752030578117,0.547435897435897,0.537106918238994,0.554899856085363
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.5        0.54166667 0.53125    0.46875   ],0.4875,0.575,0.8125,1,1,1,0.528735632183908,0.522727272727273,0.483585858585859,0.558441558441558,0.581081081081081,0.575424261470773,0.814356435643564,0.818407960199005,0.812470311757794
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.64685315 0.59440559 0.61188811 0.66783217 0.65492958],0.579166666666667,0.570833333333333,0.84538784067086,0.935870331219168,0.929971988795518,0.936274509803921,0.555066079295154,0.552631578947368,0.577903091060986,0.596078431372549,0.603174603174603,0.569131161236424,0.844818516570226,0.841719077568134,0.845387840670859
ensemble_model_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.63020833 0.609375   0.64210526 0.65263158],0.594339622641509,0.628930817610063,0.773241206030151,0.883435582822086,0.903765690376569,0.880753138075314,0.469135802469136,0.335294117647059,0.613593004769475,0.48695652173913,0.363636363636364,0.620842572062084,0.751206064782908,0.679551122194514,0.77395277628713
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.82638889 0.79166667 0.78169014 0.83802817 0.8028169 ],0.647058823529412,0.621848739495798,0.795798319327731,0.896860986547085,0.840336134453782,0.903361344537815,0.655737704918033,0.701754385964912,0.64926428975665,0.631147540983607,0.647058823529412,0.621848739495798,0.789974070872947,0.774576271186441,0.795621468926554
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.51041667 0.578125   0.50526316 0.5       ],0.493710691823899,0.484276729559748,0.780150753768844,0.973767051416579,0.97071129707113,0.973849372384937,0.525073746312684,0.511494252873563,0.491858237547893,0.470967741935484,0.467948717948718,0.483974358974359,0.781523096129838,0.774752475247525,0.780233380480905
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svd,26,137,163, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.70629371 0.6993007  0.73076923 0.70629371 0.73943662],0.595833333333333,0.616666666666667,0.867924528301887,0.955160142348754,0.939775910364146,0.955882352941176,0.657243816254417,0.75609756097561,0.591723994163019,0.648854961832061,0.726495726495726,0.619345424223473,0.870769230769231,0.889937106918239,0.867924528301887
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.78645833 0.73958333 0.77083333 0.75789474 0.72105263],0.632075471698113,0.619496855345912,0.815954773869347,0.941921858500528,0.933054393305439,0.942468619246862,0.660869565217391,0.662790697674419,0.629340554316661,0.640949554896142,0.670807453416149,0.618843217153934,0.820135052179251,0.82367447595561,0.815806508144258
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.69444444 0.64788732 0.6056338  0.68309859],0.584033613445378,0.567226890756302,0.810084033613445,0.965811965811966,0.949579831932773,0.966386554621849,0.626415094339623,0.669354838709677,0.580291454442558,0.582995951417004,0.590163934426229,0.566633691351046,0.813838550247117,0.819237147595357,0.809959289300233
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.66145833 0.76041667 0.70526316 0.72631579 0.71578947],0.506289308176101,0.550314465408805,0.663522012578616,0.727061556329849,0.656184486373166,0.753668763102725,0.519877675840978,0.548387096774194,0.507322382742925,0.587896253602305,0.607142857142857,0.546904761904762,0.651465798045603,0.625,0.66376582278481
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.64084507 0.62676056 0.71126761 0.56338028 0.6971831 ],0.550847457627119,0.461864406779661,0.78595600676819,0.971509971509972,0.96056338028169,0.971830985915493,0.618705035971223,0.728813559322034,0.550847457627119,0.551236749116608,0.614173228346457,0.449288449035614,0.799683293745051,0.841666666666667,0.785094501718213
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.72222222 0.79166667 0.875      0.79861111 0.75694444],0.558333333333333,0.5375,0.774166666666667,0.923728813559322,0.908333333333333,0.925,0.56198347107438,0.5,0.567307692307692,0.493150684931507,0.495412844036697,0.533965964003081,0.768177929854577,0.742148760330579,0.774435724703104
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svd,40,130,170,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.8125     0.74305556 0.83098592 0.83802817 0.81690141],0.588235294117647,0.554621848739496,0.815966386554622,0.97907949790795,0.983193277310924,0.978991596638656,0.628787878787879,0.728070175438597,0.593873797396718,0.592307692307692,0.68141592920354,0.56070796460177,0.823529411764706,0.875,0.817037953795379
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.73529412 0.67647059 0.69747899 0.76470588 0.72881356],0.569444444444444,0.586111111111111,0.825995807127883,0.976068376068376,0.961279461279461,0.976430976430976,0.575342465753425,0.593220338983051,0.569834213207372,0.610966057441253,0.639344262295082,0.585208854311383,0.826903023983316,0.831236897274633,0.825995807127883
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.61458333 0.625      0.65625    0.67708333],0.5125,0.53125,0.63625,0.727272727272727,0.766666666666667,0.7125,0.530120481927711,0.571428571428571,0.514629948364888,0.556213017751479,0.540229885057471,0.530388915131475,0.653983353151011,0.680693069306931,0.635801080108011
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.49305556 0.49305556 0.4965035  0.52797203 0.51748252],0.493670886075949,0.510548523206751,0.870545073375262,0.992345163535143,0.99442119944212,0.992329149232915,0.5,0.512820512820513,0.493910256410256,0.495652173913043,0.475,0.511004273504274,0.870477189302569,0.870020964360587,0.870545073375262
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5625     0.54166667 0.54166667 0.59375    0.59574468],0.553459119496855,0.572327044025157,0.581658291457286,0.544600938967136,0.485355648535565,0.594142259414226,0.523489932885906,0.469879518072289,0.557308180088776,0.507246376811594,0.448717948717949,0.570037986704653,0.532959326788219,0.475,0.58219696969697
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.45833333 0.46808511 0.46808511 0.4787234  0.43617021],0.509554140127389,0.528662420382166,0.806615776081425,0.997876857749469,0.995762711864407,0.997881355932203,0.538922155688623,0.576923076923077,0.50998052580331,0.493150684931507,0.433734939759036,0.534435037447086,0.806122448979592,0.795969773299748,0.806725246547046
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,948,316,316,0.6,0.2,0.2, [0.76842105 0.73684211 0.8        0.82105263 0.76595745],0.487341772151899,0.534810126582278,0.766455696202532,0.936575052854123,0.934599156118144,0.936708860759494,0.569148936170213,0.648484848484848,0.479871563315272,0.571428571428571,0.624203821656051,0.535372351079598,0.778378378378378,0.814070351758794,0.766091298328377
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.52916667 0.51680672 0.56302521 0.5       ],0.518207282913165,0.504201680672269,0.811844863731656,0.991596638655462,0.988274706867672,0.991624790619765,0.478787878787879,0.464705882352941,0.515775401069519,0.515068493150685,0.502673796791444,0.50427807486631,0.809549071618037,0.79979035639413,0.811844863731656
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61344538 0.49579832 0.59243697 0.57563025 0.52941176],0.545961002785515,0.576601671309192,0.817610062893082,0.972104818258664,0.966386554621849,0.972268907563025,0.589420654911839,0.635869565217391,0.543649068322981,0.58695652173913,0.617142857142857,0.577593167701863,0.821355236139631,0.838574423480084,0.817610062893082
svm_model_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.63888889 0.64583333 0.63194444 0.63194444 0.68055556],0.579166666666667,0.545833333333333,0.620833333333333,0.624808575803982,0.566666666666667,0.659722222222222,0.607003891050584,0.702702702702703,0.587785459878483,0.620209059233449,0.679389312977099,0.532355206947265,0.619883040935672,0.616279069767442,0.620848564984055
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200,4, low_bits_4, svd,474,158,158,0.6,0.2,0.2, [0.625      0.60416667 0.63829787 0.53191489 0.56382979],0.5,0.518987341772152,0.80126582278481,0.995762711864407,0.991561181434599,0.9957805907173,0.455172413793104,0.478260869565217,0.497557401074743,0.493333333333333,0.513888888888889,0.518572351421189,0.795306388526728,0.806878306878307,0.801497405866338
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svd,40,130,170, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.78645833 0.765625   0.72395833 0.73684211],0.620689655172414,0.623824451410658,0.81140350877193,0.936708860759494,0.926931106471816,0.937369519832985,0.60586319218241,0.577639751552795,0.621098356789056,0.597315436241611,0.57051282051282,0.622679723139846,0.806181584030908,0.78643216080402,0.81134108040201
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.625      0.63888889 0.66666667 0.65277778 0.71527778],0.545833333333333,0.545833333333333,0.794166666666667,0.959553695955369,0.955555555555556,0.959722222222222,0.524017467248908,0.504201680672269,0.545489270088201,0.488262910798122,0.436974789915966,0.544933675949719,0.786885245901639,0.762541806020067,0.794061600684452
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.79861111 0.84722222 0.84027778 0.8125     0.8028169 ],0.548117154811716,0.518828451882845,0.792642140468227,0.965325936199723,0.969359331476323,0.965181058495821,0.627586206896552,0.7109375,0.53564893018018,0.578754578754579,0.632,0.513368421052632,0.806853582554517,0.84640522875817,0.791353299310592
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170,4, low_bits_3, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.51041667 0.5625     0.54255319 0.62765957],0.531645569620253,0.563291139240506,0.819444444444444,1,1,1,0.55421686746988,0.55421686746988,0.530441767068273,0.560509554140127,0.5,0.571428571428571,0.821026282853567,0.801955990220049,0.820038047329346
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.89583333 0.82291667 0.82291667 0.8125     0.77083333],0.59375,0.55,0.8,0.951578947368421,0.941666666666667,0.952083333333333,0.6524064171123,0.782051282051282,0.598342714196373,0.617021276595745,0.659090909090909,0.537878787878788,0.811764705882353,0.849753694581281,0.799242329524143
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.75630252 0.7605042  0.71848739 0.70168067 0.69915254],0.619444444444444,0.605555555555555,0.822851153039832,0.95004233700254,0.944444444444444,0.9503367003367,0.586102719033233,0.538888888888889,0.619444444444444,0.572289156626506,0.527777777777778,0.605555555555555,0.816702819956616,0.789308176100629,0.822851153039832
svm_model_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55944056 0.55244755 0.56293706 0.56993007 0.61888112],0.589958158995816,0.564853556485356,0.569706498951782,0.515270164447925,0.46013986013986,0.567132867132867,0.588235294117647,0.608695652173913,0.590638148667602,0.522935779816514,0.459677419354839,0.568969144460028,0.526255049047894,0.477987421383648,0.569706498951782
ensemble_model_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.53781513 0.5        0.54621849 0.56302521 0.5       ],0.505555555555556,0.491666666666667,0.810796645702306,1,1,1,0.567961165048544,0.622340425531915,0.50012370113805,0.524675324675325,0.587209302325581,0.495732310737259,0.818136020151133,0.851153039832285,0.810796645702306
ensemble_model_v2_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200, zones, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63541667 0.65625    0.63541667 0.63541667 0.62105263],0.570532915360501,0.598746081504702,0.788220551378446,0.923238696109359,0.916492693110647,0.923799582463466,0.538720538720539,0.540540540540541,0.568515884305358,0.612121212121212,0.594117647058823,0.599072246348204,0.785804816223067,0.777917189460477,0.788207656056897
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.63541667 0.69791667 0.63541667 0.59375    0.63541667],0.5875,0.5625,0.8225,0.98744769874477,0.983333333333333,0.9875,0.629213483146067,0.608695652173913,0.583759590792839,0.539473684210526,0.493975903614458,0.565169769989047,0.824257425742574,0.802409638554217,0.82328274135503
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68402778 0.64335664 0.66783217 0.68531469 0.66433566],0.596638655462185,0.61344537815126,0.829664570230608,0.904396371249127,0.905027932960894,0.904329608938548,0.603305785123967,0.640350877192982,0.598401245048104,0.646153846153846,0.67741935483871,0.610639501980758,0.83204134366925,0.843815513626834,0.829664570230608
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svd,40,130,170,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.76388889 0.84722222 0.8125     0.78873239],0.510460251046025,0.548117154811716,0.803511705685619,0.986111111111111,0.988857938718663,0.986072423398329,0.574545454545454,0.699115044247788,0.520192442758814,0.584615384615385,0.678571428571429,0.55582114735658,0.812749003984064,0.873287671232877,0.80510788790402
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,708,236,236,0.6,0.2,0.2, [0.77464789 0.81690141 0.83098592 0.8028169  0.8       ],0.542372881355932,0.533898305084746,0.797457627118644,0.970128022759602,0.963276836158192,0.970338983050847,0.578125,0.611570247933884,0.540567732662594,0.552845528455285,0.601769911504425,0.53665731347579,0.801659751037344,0.821428571428571,0.79753861003861
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svdne,16,184,200,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.56944444 0.60416667 0.61971831 0.57042254 0.61267606],0.571428571428571,0.588235294117647,0.671428571428571,0.724386724386724,0.703081232492997,0.732492997198879,0.578512396694215,0.603448275862069,0.572215941209723,0.601626016260162,0.627118644067797,0.588559322033898,0.668924640135478,0.668358714043993,0.671408071546204
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69270833 0.72631579 0.67368421 0.67894737 0.67894737],0.517350157728707,0.511041009463722,0.655737704918033,0.72196261682243,0.649159663865546,0.75,0.517350157728707,0.515723270440252,0.517355306106202,0.507936507936508,0.49079754601227,0.511632539239901,0.633064516129032,0.590225563909774,0.656153391091943
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.65972222 0.63380282 0.66901408 0.64084507],0.571428571428571,0.53781512605042,0.814285714285714,0.987306064880113,0.980392156862745,0.987394957983193,0.581967213114754,0.601694915254237,0.571680790960452,0.56,0.555555555555556,0.536706349206349,0.816292601828761,0.816971713810316,0.814258352660676
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.8125     0.82291667 0.85106383 0.88297872 0.82978723],0.544303797468354,0.575949367088608,0.815189873417721,0.985138004246284,0.978902953586498,0.985232067510548,0.586206896551724,0.653846153846154,0.545673076923077,0.645502645502646,0.726190476190476,0.565797940797941,0.824940047961631,0.862155388471178,0.814709407790576
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.68487395 0.70588235 0.66806723 0.69327731 0.69915254],0.552777777777778,0.591666666666667,0.677672955974843,0.714418604651163,0.646464646464646,0.741582491582492,0.581818181818182,0.612021857923497,0.551773640826155,0.612137203166227,0.655367231638418,0.592710938223581,0.66557911908646,0.641509433962264,0.677672955974843
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.47395833 0.484375   0.42708333 0.47894737 0.43684211],0.528301886792453,0.522012578616352,0.810301507537688,1,1,1,0.542682926829268,0.517441860465116,0.529268875438038,0.530864197530864,0.585034013605442,0.526435135457692,0.812189054726368,0.819322459222083,0.810290160428651
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.5        0.55208333 0.44791667 0.46875    0.44680851],0.591194968553459,0.515723270440252,0.819095477386935,0.99581589958159,0.99581589958159,0.99581589958159,0.619883040935673,0.654320987654321,0.589981006647673,0.509554140127389,0.506329113924051,0.515664556962025,0.821339950372208,0.829573934837093,0.819069083287564
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.71354167 0.68229167 0.77894737 0.63684211 0.66842105],0.531446540880503,0.559748427672956,0.80188679245283,0.972457627118644,0.962264150943396,0.972746331236897,0.498316498316498,0.503401360544218,0.529478458049887,0.539473684210526,0.506172839506173,0.560778727445394,0.796116504854369,0.782442748091603,0.801669135239831
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.79831933 0.75630252 0.69327731 0.7394958  0.75      ],0.527777777777778,0.547222222222222,0.733752620545073,0.851569126378287,0.845117845117845,0.852693602693603,0.602803738317757,0.701086956521739,0.523838932806324,0.597530864197531,0.6875,0.550271739130435,0.747514910536779,0.788259958071279,0.733752620545073
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,1188,396,396,0.6,0.2,0.2, [0.7394958  0.68487395 0.72268908 0.65546218 0.66525424],0.530555555555556,0.563888888888889,0.783542976939203,0.925449871465296,0.909090909090909,0.926767676767677,0.600472813238771,0.679144385026738,0.524543290779265,0.59846547314578,0.676300578034682,0.568096813081512,0.791519434628975,0.821802935010482,0.783542976939203
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.71875    0.65625    0.69791667 0.71875   ],0.56875,0.5125,0.64875,0.727642276422764,0.745833333333333,0.720833333333333,0.517482517482517,0.52112676056338,0.563934166798544,0.5125,0.532467532467532,0.513221718040995,0.646540880503145,0.662371134020619,0.649146732058853
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.56643357 0.57692308 0.57692308 0.56643357 0.56643357],0.619246861924686,0.577405857740586,0.876310272536688,0.969014084507042,0.962237762237762,0.969230769230769,0.609442060085837,0.617391304347826,0.619179523141655,0.591093117408907,0.588709677419355,0.576963534361851,0.875789473684211,0.872117400419287,0.876310272536688
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.77464789 0.6971831  0.83098592 0.8028169  0.82394366],0.593220338983051,0.610169491525424,0.822335025380711,0.96875,0.96056338028169,0.969014084507042,0.622047244094488,0.745283018867924,0.607256894049347,0.654135338345865,0.743589743589744,0.611290670114199,0.82843137254902,0.877162629757785,0.82351508971333
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svdne,16,184,200,6, low_bits_4_shifted_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.68309859 0.62676056 0.61267606 0.67605634 0.64084507],0.576271186440678,0.533898305084746,0.811336717428088,0.98191933240612,0.994366197183099,0.981690140845071,0.612403100775194,0.675213675213675,0.577102635926165,0.615384615384615,0.715447154471545,0.525865170156126,0.823436262866191,0.873949579831933,0.810910053970481
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.78125    0.75       0.74468085 0.73404255 0.84042553],0.563291139240506,0.531645569620253,0.818987341772152,1,1,1,0.549019607843137,0.567567567567568,0.563545688545689,0.54320987654321,0.578947368421053,0.533376123234917,0.818757921419518,0.834625322997416,0.819297773161239
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200,4, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.59375    0.68085106 0.72340426 0.64893617],0.569620253164557,0.60126582278481,0.69620253164557,0.762527233115468,0.738396624472574,0.770042194092827,0.604651162790698,0.675324675324675,0.572230238896906,0.60377358490566,0.607594936708861,0.60126582278481,0.69620253164557,0.699745547073791,0.696220380589792
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.53333333 0.49579832 0.53781513 0.5       ],0.476190476190476,0.453781512605042,0.79979035639413,1,1,1,0.464183381088825,0.435483870967742,0.477975853612526,0.450704225352113,0.467836257309942,0.454348236181852,0.798735511064278,0.794549266247379,0.79979035639413
svm_model_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.640625   0.6875     0.65104167 0.65625    0.64736842],0.498432601880878,0.592476489028213,0.635964912280702,0.65315852205006,0.572025052192067,0.696242171189979,0.487179487179487,0.455089820359281,0.500571225969114,0.577922077922078,0.563291139240506,0.592204575831433,0.60178204249486,0.546019900497512,0.63664631388512
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170,4, low_bits_3, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.69791667 0.65625    0.66666667 0.70212766],0.540880503144654,0.446540880503145,0.793969849246231,0.993710691823899,0.99163179916318,0.993723849372385,0.578034682080925,0.568181818181818,0.537612035851472,0.476190476190476,0.512820512820513,0.447768281101614,0.799511002444988,0.807407407407407,0.793729279151274
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60416667 0.57342657 0.55244755 0.59440559 0.60839161],0.609243697478992,0.558823529411765,0.854821802935011,0.945176960444136,0.951117318435754,0.944832402234637,0.537313432835821,0.46551724137931,0.605709440361786,0.524886877828054,0.475409836065574,0.560980780101752,0.851315083199141,0.831236897274633,0.854821802935011
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68487395 0.69747899 0.7605042  0.75210084 0.70588235],0.598885793871866,0.610027855153203,0.810796645702306,0.933217692974848,0.904201680672269,0.935294117647059,0.568862275449102,0.542857142857143,0.59751552795031,0.617486338797814,0.614130434782609,0.609922360248447,0.805180787911495,0.781970649895178,0.810796645702306
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61267606 0.52112676 0.55633803 0.54929577 0.57042254],0.584745762711864,0.580508474576271,0.812182741116751,0.964739069111424,0.963380281690141,0.964788732394366,0.623076923076923,0.680672268907563,0.583925878043525,0.595918367346939,0.59349593495935,0.579933808187639,0.817133443163097,0.830820770519263,0.811991581840828
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.63541667 0.65972222 0.62937063 0.5979021  0.62587413],0.548523206751055,0.552742616033755,0.816561844863732,0.905452035886819,0.914923291492329,0.904463040446304,0.608058608058608,0.658730158730159,0.541076791076791,0.550847457627119,0.585585585585586,0.554697554697555,0.821246169560776,0.842767295597484,0.816561844863732
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61538462 0.58041958 0.56293706 0.57342657 0.59090909],0.535564853556485,0.510460251046025,0.817610062893082,0.914772727272727,0.900699300699301,0.916083916083916,0.59927797833935,0.638461538461538,0.525652787579393,0.526315789473684,0.596330275229358,0.517395906845448,0.819875776397515,0.830188679245283,0.817610062893082
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77777778 0.79861111 0.75       0.77083333 0.76760563],0.506276150627615,0.518828451882845,0.794314381270903,0.98186889818689,0.98050139275766,0.981894150417827,0.578571428571429,0.72972972972973,0.521114864864865,0.604810996563574,0.752136752136752,0.523609359674933,0.809006211180124,0.887563884156729,0.795998690846838
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170,6, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.54225352 0.61267606 0.47887324 0.55633803 0.52112676],0.5,0.508474576271186,0.736040609137056,0.891666666666667,0.904225352112676,0.890140845070422,0.504201680672269,0.508474576271186,0.5,0.508474576271187,0.530973451327434,0.509389164688107,0.738693467336683,0.752559726962457,0.736179192340289
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166,10, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.73333333 0.79166667 0.73333333 0.76666667 0.73529412],0.515492957746479,0.529577464788732,0.753668763102725,0.886971527178602,0.858096828046745,0.890651085141903,0.561224489795918,0.594594594594595,0.512003179650238,0.552278820375335,0.605882352941176,0.532670906200318,0.755717255717256,0.762054507337526,0.753668763102725
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.61458333 0.67708333 0.72340426 0.69148936 0.64893617],0.594936708860759,0.569620253164557,0.827848101265823,0.991596638655462,0.9957805907173,0.991561181434599,0.6,0.585365853658537,0.595314505776637,0.569620253164557,0.592105263157895,0.570442875481386,0.828715365239295,0.832911392405063,0.827848101265823
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.625      0.64583333 0.73958333 0.70833333 0.67708333],0.5375,0.53125,0.7725,0.933062880324544,0.958333333333333,0.93125,0.579545454545455,0.708333333333333,0.553030303030303,0.571428571428571,0.757575757575758,0.564958091553836,0.78436018957346,0.875661375661376,0.777878081195617
svm_model_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.55555556 0.53472222 0.52447552 0.55244755 0.57692308],0.514767932489452,0.561181434599156,0.54979035639413,0.592356687898089,0.648535564853556,0.553695955369595,0.555984555984556,0.666666666666667,0.527131782945737,0.62043795620438,0.658914728682171,0.551679586563307,0.591535901093676,0.651991614255765,0.54979035639413
svm_model_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170,8, lab, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55208333 0.52083333 0.55208333 0.58854167 0.48421053],0.517241379310345,0.460815047021944,0.570175438596491,0.606986899563319,0.580375782881002,0.624217118997912,0.506410256410256,0.5,0.517080745341615,0.455696202531646,0.461538461538462,0.460830580462482,0.555699481865285,0.540983606557377,0.569993671273707
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.62916667 0.67916667 0.65416667 0.67647059 0.64285714],0.558988764044944,0.578651685393258,0.644129979035639,0.719457013574661,0.797658862876254,0.688963210702341,0.604534005037783,0.662983425414365,0.557205998421468,0.596774193548387,0.634285714285714,0.579573796369377,0.675894988066826,0.742138364779874,0.644129979035639
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.58333333 0.5210084  0.54201681 0.60504202 0.54621849],0.544692737430168,0.522346368715084,0.791928721174004,0.947014297729184,0.944630872483221,0.947147651006711,0.479233226837061,0.428571428571429,0.542154566744731,0.498533724340176,0.46448087431694,0.523669008587041,0.784590341833966,0.757861635220126,0.791928721174004
svm_model_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200,4, low_bits_3, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.67708333 0.61458333 0.65625    0.63541667 0.60638298],0.484276729559748,0.572327044025157,0.702261306532663,0.814498933901919,0.799163179916318,0.817991631799163,0.523255813953488,0.529411764705882,0.480922098569157,0.585365853658537,0.623376623376623,0.573883433639531,0.705590062111801,0.708229426433915,0.702215979039742
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svd,32,134,166,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.7        0.74583333 0.71428571 0.63865546 0.74369748],0.484593837535014,0.523809523809524,0.745283018867924,0.889075630252101,0.886097152428811,0.889447236180905,0.54,0.642857142857143,0.493386243386243,0.595238095238095,0.661375661375661,0.51521164021164,0.75820895522388,0.79874213836478,0.745283018867925
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.72916667 0.69791667 0.65625    0.69791667],0.525,0.5125,0.77,0.937759336099585,0.941666666666667,0.9375,0.595744680851064,0.595744680851064,0.509993552546744,0.546511627906977,0.540229885057471,0.509840969925996,0.781472684085511,0.781472684085511,0.769364310380486
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61267606 0.66197183 0.76056338 0.64788732 0.69014085],0.491525423728814,0.470338983050848,0.771573604060914,0.964838255977496,0.966197183098592,0.964788732394366,0.589041095890411,0.671875,0.474826388888889,0.558303886925795,0.669491525423729,0.470338983050848,0.7900466562986,0.845257903494176,0.770305371712665
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.58041958 0.61888112 0.61888112 0.65384615 0.70422535],0.6375,0.641666666666667,0.638888888888889,0.60790273556231,0.560224089635854,0.638655462184874,0.609865470852018,0.612612612612613,0.635763670647392,0.641666666666667,0.596899224806201,0.645296459249948,0.612703766160764,0.571278825995807,0.638888888888889
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.65789474 0.69473684 0.66315789 0.65789474],0.55379746835443,0.550632911392405,0.783817951959545,0.938860103626943,0.953684210526316,0.937894736842105,0.60056657223796,0.642424242424242,0.549688942404174,0.577380952380952,0.646666666666667,0.555261044176707,0.79322853688029,0.830379746835443,0.78387674210459
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.53125    0.66666667 0.625      0.66666667 0.61458333],0.5125,0.525,0.79,0.970588235294117,0.9625,0.970833333333333,0.48,0.461538461538462,0.51125703564728,0.512820512820513,0.526315789473684,0.525062656641604,0.785166240409207,0.779187817258883,0.789840214048161
svm_model_N16_B184_E200_nb_zones_10_lab_svd,16,184,200,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.63865546 0.68067227 0.68487395 0.64705882 0.64830508],0.627777777777778,0.625,0.660377358490566,0.681244743481917,0.681818181818182,0.680976430976431,0.677884615384615,0.815028901734104,0.634787178139779,0.671532846715328,0.737967914438503,0.620429043924454,0.678571428571429,0.716981132075472,0.660377358490566
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170,6, low_bits_5, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5625     0.54166667 0.54166667 0.51408451 0.48591549],0.525210084033613,0.5,0.532718120805369,0.621653084982538,0.745810055865922,0.54608938547486,0.606271777003484,0.71900826446281,0.521897294624567,0.588235294117647,0.80952380952381,0.532581453634085,0.61184668989547,0.751712328767123,0.537040374909877
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.63541667 0.63541667 0.65957447 0.70212766],0.455696202531646,0.531645569620253,0.762626262626263,0.938325991189427,0.894957983193277,0.941176470588235,0.522222222222222,0.5875,0.45400641025641,0.588888888888889,0.609195402298851,0.522907560304355,0.769041769041769,0.77283950617284,0.762388745334482
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170,6, low_bits_4, svd,708,236,236,0.6,0.2,0.2, [0.79577465 0.8028169  0.75352113 0.76760563 0.78571429],0.504237288135593,0.538135593220339,0.777966101694915,0.948126801152738,0.929378531073446,0.949152542372881,0.561797752808989,0.6,0.498198198198198,0.594795539033457,0.645161290322581,0.532402073732719,0.786991869918699,0.802653399668325,0.777409888742308
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.63541667 0.58333333 0.60638298 0.59574468 0.70212766],0.60126582278481,0.613924050632911,0.79873417721519,0.923076923076923,0.886075949367089,0.926160337552742,0.651933701657458,0.662921348314607,0.592330239374695,0.64327485380117,0.611111111111111,0.61437908496732,0.802973977695167,0.778846153846154,0.799850884409708
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.77083333 0.734375   0.70526316 0.72105263 0.7       ],0.572327044025157,0.559748427672956,0.80188679245283,0.95855472901169,0.945492662473795,0.959119496855346,0.604651162790698,0.641975308641975,0.570987654320988,0.573170731707317,0.622516556291391,0.562755284133719,0.804711717296962,0.821518987341772,0.802009493670886
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.72916667 0.79166667 0.67021277 0.67021277 0.72340426],0.474683544303798,0.455696202531646,0.743037974683544,0.927659574468085,0.919831223628692,0.928270042194093,0.49079754601227,0.533333333333333,0.477510040160643,0.4625,0.587301587301587,0.477861319966583,0.744010088272383,0.786666666666667,0.745140562248996
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.5        0.45789474 0.49473684 0.53157895],0.525157232704403,0.484276729559748,0.79748427672956,0.992654774396642,0.991614255765199,0.992662473794549,0.54380664652568,0.545454545454545,0.524361259655377,0.470967741935484,0.470967741935484,0.483950128636454,0.797992471769134,0.797992471769134,0.797482995027064
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdn,40,130,170,6, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.51408451 0.57042254 0.57746479 0.5915493  0.52816901],0.504237288135593,0.423728813559322,0.708121827411167,0.876344086021505,0.91830985915493,0.870422535211267,0.544747081712062,0.588235294117647,0.503519356460533,0.492537313432836,0.519685039370079,0.415805822437333,0.728132387706856,0.768718801996672,0.707078850223809
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.58333333 0.65625    0.61052632 0.66842105 0.63684211],0.584905660377358,0.581761006289308,0.816981132075472,0.972043010752688,0.947589098532495,0.972746331236897,0.597560975609756,0.601226993865031,0.584484464674451,0.580441640378549,0.613333333333333,0.583452380952381,0.815238095238095,0.812658227848101,0.816954113924051
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.40972222 0.48611111 0.50704225 0.56338028 0.52112676],0.5,0.508403361344538,0.801680672268908,1,1,1,0.45662100456621,0.43859649122807,0.497524052065648,0.506329113924051,0.540540540540541,0.510427750585231,0.798290598290598,0.802405498281787,0.801696170193525
svm_model_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.609375   0.59473684 0.68947368 0.61578947 0.58421053],0.536277602523659,0.564668769716088,0.716897856242118,0.836327345309381,0.880252100840336,0.827731092436975,0.581196581196581,0.641509433962264,0.535944590398854,0.596491228070175,0.641509433962264,0.564425603057081,0.735103244837758,0.78463476070529,0.716812329847594
svm_model_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.51398601 0.55944056 0.51748252 0.49647887],0.495833333333333,0.516666666666667,0.618972746331237,0.674634794156706,0.711484593837535,0.656862745098039,0.53639846743295,0.569105691056911,0.493954554930165,0.532258064516129,0.564102564102564,0.517823639774859,0.639205955334988,0.675052410901468,0.618972746331237
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.47916667 0.44680851 0.5        0.44680851],0.487341772151899,0.506329113924051,0.737974683544304,0.89873417721519,0.89873417721519,0.89873417721519,0.470588235294118,0.48,0.486987951807229,0.551724137931034,0.585365853658537,0.503209242618742,0.741573033707865,0.753807106598985,0.738014664410604
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200,12, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61458333 0.58041958 0.55944056 0.4965035  0.56643357],0.554621848739496,0.563025210084034,0.874737945492663,0.979563072586328,0.970670391061452,0.979748603351955,0.539130434782609,0.543859649122807,0.554187889077532,0.543859649122807,0.5,0.56578947368421,0.872669152903569,0.858490566037736,0.874737945492663
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.64583333 0.66666667 0.60638298 0.61702128 0.57446809],0.537974683544304,0.588607594936709,0.79620253164557,0.951167728237792,0.945147679324894,0.951476793248945,0.596685082872928,0.675,0.536217948717949,0.624277456647399,0.683544303797468,0.588607594936709,0.804848484848485,0.838383838383838,0.796095472491411
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68067227 0.74789916 0.71428571 0.71428571 0.64285714],0.587743732590529,0.590529247910864,0.790880503144654,0.912013536379019,0.905882352941176,0.912605042016807,0.569767441860465,0.547486033519553,0.587631905648665,0.558558558558558,0.516666666666667,0.590735567970205,0.78536847767617,0.765199161425577,0.790880503144654
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.61111111 0.69444444 0.68055556 0.625      0.57638889],0.579166666666667,0.558333333333333,0.6575,0.715083798882681,0.711111111111111,0.716666666666667,0.542986425339366,0.504201680672269,0.57854712132787,0.554621848739496,0.5,0.564814814814815,0.650212765957447,0.625204582651391,0.65810314022213
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166, zones, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52521008 0.51260504 0.50840336 0.53361345 0.56302521],0.526462395543176,0.512534818941504,0.813417190775681,0.990748528174937,0.989915966386555,0.990756302521008,0.519774011299435,0.519774011299435,0.526370522133234,0.523160762942779,0.527472527472527,0.512323834357733,0.813612565445026,0.814465408805031,0.813417190775681
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.54545455 0.6013986  0.53846154 0.56338028],0.533333333333333,0.604166666666667,0.85272536687631,0.947813822284908,0.941176470588235,0.948179271708684,0.548387096774194,0.53125,0.533482142857143,0.5662100456621,0.553571428571429,0.601004464285714,0.850928381962865,0.840670859538784,0.85272536687631
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.67482517 0.67482517 0.71328671 0.72377622],0.516806722689076,0.550420168067227,0.751572327044025,0.82228490832158,0.814245810055866,0.824022346368715,0.555984555984556,0.642857142857143,0.523809523809524,0.605166051660517,0.650793650793651,0.544146825396825,0.756673511293634,0.772536687631027,0.751572327044025
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.7394958  0.76890756 0.72268908 0.73529412 0.70168067],0.576601671309192,0.576601671309192,0.816561844863732,0.961082910321489,0.954621848739496,0.961344537815126,0.589189189189189,0.633720930232558,0.578892550677776,0.62,0.663101604278075,0.572829871906479,0.820696721311475,0.839622641509434,0.816561844863732
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svd,16,184,200,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.67708333 0.55729167 0.57368421 0.57894737 0.57368421],0.531446540880503,0.528301886792453,0.781132075471698,0.949640287769784,0.968553459119497,0.948637316561845,0.557863501483679,0.591194968553459,0.531446540880503,0.581005586592179,0.654088050314465,0.528301886792453,0.79136690647482,0.830188679245283,0.781132075471698
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.79861111 0.8125     0.83333333 0.74305556 0.77083333],0.575,0.5625,0.8275,1,1,1,0.567796610169491,0.577586206896552,0.575083426028921,0.574898785425101,0.581967213114754,0.562170047235343,0.827930174563591,0.832775919732442,0.827517527972533
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.53472222 0.52777778 0.51388889 0.49295775],0.581589958158996,0.535564853556485,0.823578595317726,1,1,1,0.62406015037594,0.658730158730159,0.577152689984548,0.55421686746988,0.621621621621622,0.541279560810811,0.828872668288727,0.85738255033557,0.823691275167785
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.39583333 0.46875    0.5        0.51041667 0.54166667],0.50625,0.45625,0.7925,1,1,1,0.532544378698225,0.542168674698795,0.504850571115631,0.491228070175439,0.461538461538462,0.455406911928651,0.797560975609756,0.789855072463768,0.792595930014267
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72916667 0.66197183 0.75352113 0.76760563 0.65492958],0.573839662447257,0.590717299578059,0.747892074198988,0.856737588652482,0.848314606741573,0.85814606741573,0.51207729468599,0.473214285714286,0.568607142857143,0.576419213973799,0.523809523809524,0.595238095238095,0.73794916739702,0.708754208754209,0.747958185458185
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.64583333 0.65625    0.69270833 0.66666667 0.59473684],0.554858934169279,0.523510971786834,0.763157894736842,0.91304347826087,0.920668058455115,0.91231732776618,0.49645390070922,0.507246376811594,0.549203298903035,0.544910179640719,0.5,0.527372262773723,0.761061946902655,0.753441802252816,0.763170085568064
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdn,40,130,170,6, low_bits_4_shifted_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.53521127 0.55633803 0.5        0.54929577 0.57746479],0.474576271186441,0.529661016949153,0.801184433164129,1,1,1,0.483333333333333,0.479338842975207,0.474452030183255,0.506666666666667,0.527777777777778,0.529513888888889,0.8,0.804794520547945,0.8012266917121
svm_model_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.59375    0.61458333 0.5        0.63541667 0.65625   ],0.5625,0.6125,0.62125,0.581907090464548,0.495833333333333,0.64375,0.444444444444444,0.345679012345679,0.565244569463979,0.403846153846154,0.295774647887324,0.580471593606583,0.525821596244131,0.428571428571429,0.617471988795518
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.70138889 0.65277778 0.63888889 0.66666667 0.72916667],0.4625,0.5375,0.775833333333333,0.958393113342898,0.927777777777778,0.959722222222222,0.48605577689243,0.525862068965517,0.464543937708565,0.574712643678161,0.681818181818182,0.548601398601399,0.777502067824648,0.802047781569966,0.776431056908761
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.77083333 0.81666667 0.75630252 0.73529412 0.80252101],0.554621848739496,0.515406162464986,0.802410901467505,0.961106309420916,0.931323283082077,0.962311557788945,0.595419847328244,0.68421052631579,0.559847198641766,0.585131894484413,0.655913978494624,0.509243538954914,0.808337569903406,0.833333333333333,0.802410901467505
ensemble_model_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.49473684 0.53684211 0.57368421 0.52631579 0.51578947],0.522151898734177,0.465189873417722,0.797724399494311,1,1,1,0.523659305993691,0.557046979865772,0.524032471968814,0.476780185758514,0.478260869565217,0.464936886395512,0.79874213836478,0.808917197452229,0.797808661461372
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.51408451 0.52112676 0.52816901 0.47887324 0.52112676],0.495762711864407,0.525423728813559,0.802876480541455,0.997183098591549,0.997183098591549,0.997183098591549,0.52589641434263,0.523809523809524,0.493722943722944,0.575757575757576,0.608,0.520216216216216,0.809795918367347,0.818481848184818,0.802470090759076
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svd,26,137,163,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.71678322 0.65384615 0.64685315 0.67132867 0.72027972],0.581589958158996,0.527196652719665,0.716457023060797,0.774104683195592,0.786013986013986,0.770629370629371,0.576271186440678,0.591304347826087,0.581942496493689,0.538775510204082,0.532258064516129,0.526998597475456,0.720124159337817,0.729559748427673,0.716457023060797
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63020833 0.60416667 0.58854167 0.63020833 0.68421053],0.557993730407524,0.567398119122257,0.786967418546366,0.936918304033092,0.945720250521921,0.936325678496868,0.508710801393728,0.45625,0.558313679245283,0.488888888888889,0.445945945945946,0.559230282914494,0.776902887139108,0.752223634053367,0.786495006149057
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67368421 0.63157895 0.61578947 0.65263158 0.59473684],0.594936708860759,0.531645569620253,0.805309734513274,0.96652719665272,0.972631578947368,0.966315789473684,0.546099290780142,0.48125,0.596394230769231,0.421875,0.355263157894737,0.525192554557124,0.79384203480589,0.753494282083863,0.805049027834384
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.45833333 0.53191489 0.4893617  0.4893617 ],0.468354430379747,0.462025316455696,0.786075949367089,1,1,1,0.493975903614458,0.471264367816092,0.468026550105229,0.497041420118343,0.488372093023256,0.459463824289406,0.791100123609394,0.780487804878049,0.786296534017972
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.62916667 0.67083333 0.6092437  0.63865546 0.62605042],0.571428571428571,0.582633053221289,0.803459119496855,0.939115929941618,0.943048576214405,0.938860971524288,0.559077809798271,0.567251461988304,0.571260139596303,0.608923884514436,0.623655913978495,0.580833804942464,0.805396990140114,0.813417190775681,0.803459119496855
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.45833333 0.47083333 0.475      0.52083333 0.46218487],0.523943661971831,0.43943661971831,0.805555555555556,0.997497914929108,0.998330550918197,0.997495826377296,0.52924791086351,0.521978021978022,0.523994791335832,0.409495548961424,0.398843930635838,0.438432954328908,0.804221635883905,0.79874213836478,0.805555555555556
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.72395833 0.61458333 0.64210526 0.69473684],0.635220125786163,0.584905660377358,0.670854271356784,0.714876033057851,0.723849372384937,0.711297071129707,0.630573248407643,0.589285714285714,0.637976190476191,0.582278481012658,0.560975609756098,0.585682610072854,0.672090112640801,0.662962962962963,0.670995547977645
ensemble_model_N16_B184_E200_nb_zones_10_lab_svd,16,184,200,10, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68907563 0.63445378 0.66806723 0.66386555 0.61344538],0.618384401114206,0.662952646239554,0.813417190775681,0.91566265060241,0.894117647058824,0.917647058823529,0.653164556962025,0.689839572192513,0.615268623305559,0.672086720867209,0.72093023255814,0.665277950503669,0.815160955347871,0.822851153039832,0.813417190775681
svm_model_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.57083333 0.59166667 0.53361345 0.58823529 0.6092437 ],0.535014005602241,0.551820728291317,0.568658280922432,0.603351955307263,0.633165829145729,0.583752093802345,0.591133004926108,0.670391061452514,0.534633732973448,0.615384615384615,0.719101123595506,0.552287991965351,0.603373493975904,0.656184486373166,0.568658280922432
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.64583333 0.75       0.68085106 0.75531915 0.62765957],0.556962025316456,0.632911392405063,0.769620253164557,0.887029288702929,0.894514767932489,0.886075949367088,0.611111111111111,0.679012345679012,0.55379188712522,0.650602409638554,0.782608695652174,0.649731314118222,0.779126213592233,0.829457364341085,0.770808086637044
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svd,32,134,166,10, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72916667 0.7125     0.71666667 0.725      0.72689076],0.529577464788732,0.591549295774648,0.796121593291405,0.935021097046413,0.924874791318865,0.935726210350584,0.557029177718833,0.603448275862069,0.531005905886836,0.607046070460705,0.61878453038674,0.591001460595669,0.79854997410668,0.808176100628931,0.796121593291405
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.80555556 0.86805556 0.77777778 0.82638889 0.79166667],0.508333333333333,0.5625,0.814166666666667,1,1,1,0.5,0.526785714285714,0.509486607142857,0.560669456066946,0.558333333333333,0.5625,0.813389121338912,0.820945945945946,0.814255867709815
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.62237762 0.56993007 0.58041958 0.59440559 0.60915493],0.516666666666667,0.545833333333333,0.638888888888889,0.682191780821918,0.697478991596639,0.675070028011205,0.585714285714286,0.71304347826087,0.524521739130435,0.627986348122867,0.736,0.537565217391304,0.661091982292179,0.70440251572327,0.638888888888889
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.48601399 0.52797203 0.51398601 0.56643357 0.52464789],0.620833333333333,0.583333333333333,0.834905660377359,0.912305516265912,0.903361344537815,0.913165266106443,0.588235294117647,0.590909090909091,0.618531468531468,0.579831932773109,0.530769230769231,0.588111888111888,0.831820608649226,0.816561844863732,0.834905660377359
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163,12, low_bits_5, svd,1440,480,480,0.6,0.2,0.2, [0.70486111 0.71875    0.71527778 0.75       0.68055556],0.564102564102564,0.615384615384615,0.778825995807128,0.823889739663093,0.747222222222222,0.840277777777778,0.548672566371681,0.508196721311475,0.566598360655738,0.590909090909091,0.580357142857143,0.61394906323185,0.759132420091324,0.69706498951782,0.778825995807128
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.52816901 0.53521127 0.47887324 0.5        0.4084507 ],0.495762711864407,0.508474576271186,0.796108291032149,0.991525423728814,0.988732394366197,0.991549295774648,0.484848484848485,0.48695652173913,0.495544376572045,0.532258064516129,0.545454545454545,0.507509881422925,0.796967144060657,0.800338409475465,0.796108291032149
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53125    0.51748252 0.51398601 0.53846154 0.55244755],0.584033613445378,0.521008403361345,0.878406708595388,0.986629134412386,0.979050279329609,0.986731843575419,0.608695652173913,0.606299212598425,0.582428885578492,0.504347826086956,0.522522522522523,0.521103780946301,0.878151260504202,0.876310272536688,0.878406708595388
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svd,16,184,200,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.67368421 0.66842105 0.71578947 0.66842105],0.525316455696203,0.534810126582278,0.771175726927939,0.929881337648328,0.907368421052632,0.931578947368421,0.542682926829268,0.56687898089172,0.525577855225734,0.55045871559633,0.576923076923077,0.535336538461539,0.771175726927939,0.774111675126904,0.77118681993121
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.63888889 0.72916667 0.6971831  0.6971831  0.64788732],0.596638655462185,0.596638655462185,0.779831932773109,0.905405405405405,0.938375350140056,0.901960784313726,0.661971830985916,0.831858407079646,0.607929203539823,0.675675675675676,0.813008130081301,0.589112760692824,0.801515151515151,0.892074198988196,0.780207953765455
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.63541667 0.59375    0.65625    0.63541667 0.70212766],0.584905660377358,0.591194968553459,0.692211055276382,0.75,0.715481171548117,0.761506276150628,0.484375,0.455882352941176,0.568600517129929,0.57516339869281,0.586666666666667,0.590952380952381,0.667571234735414,0.643979057591623,0.690347016718517
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.67361111 0.63194444 0.59027778 0.64583333 0.61111111],0.495833333333333,0.491666666666667,0.775833333333333,0.963172804532578,0.944444444444444,0.963888888888889,0.493723849372385,0.504273504273504,0.496039191161142,0.5,0.495934959349593,0.49155722326454,0.773759461732548,0.766666666666667,0.775833333333333
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.71666667 0.7375     0.71848739 0.70588235 0.68487395],0.574229691876751,0.540616246498599,0.685010482180293,0.75238922675934,0.725293132328308,0.761306532663317,0.573033707865169,0.56043956043956,0.574505494505494,0.544444444444444,0.56,0.540989010989011,0.678093197643278,0.663522012578616,0.685010482180293
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.64583333 0.60416667 0.59375    0.58510638 0.57446809],0.594936708860759,0.588607594936709,0.806818181818182,0.948497854077253,0.928571428571429,0.949579831932773,0.522388059701493,0.472972972972973,0.587676962676963,0.518518518518519,0.466666666666667,0.582730923694779,0.791836734693877,0.751937984496124,0.805598621877692
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.66433566 0.65734266 0.66433566 0.67132867],0.564853556485356,0.543933054393305,0.828092243186583,0.920525224602626,0.931468531468532,0.91958041958042,0.531531531531531,0.487603305785124,0.565835551197647,0.452261306532663,0.38135593220339,0.541917635523182,0.82441113490364,0.807127882599581,0.828092243186583
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170,6, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.76760563 0.76056338 0.64788732 0.73943662 0.75352113],0.597457627118644,0.51271186440678,0.71912013536379,0.814024390243903,0.752112676056338,0.828169014084507,0.59915611814346,0.559055118110236,0.600628476486311,0.493392070484582,0.474576271186441,0.51271186440678,0.703571428571429,0.656666666666667,0.720085910652921
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,714,238,238,0.6,0.2,0.2, [0.56944444 0.41666667 0.52112676 0.52112676 0.50704225],0.5,0.474789915966386,0.79327731092437,0.997198879551821,0.997198879551821,0.997198879551821,0.514285714285714,0.5625,0.503472222222222,0.458874458874459,0.464912280701754,0.474391624221845,0.79327731092437,0.809605488850772,0.793600108511053
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.725      0.70416667 0.69583333 0.72689076 0.72689076],0.51685393258427,0.528089887640449,0.778825995807128,0.930272108843537,0.914715719063545,0.931438127090301,0.55440414507772,0.597765363128492,0.516396805858031,0.543478260869565,0.564971751412429,0.528295931572136,0.781347150259067,0.790356394129979,0.778825995807128
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.64583333 0.69791667 0.72916667 0.6875     0.625     ],0.60625,0.55625,0.80625,0.95687885010267,0.970833333333333,0.95625,0.635838150289017,0.69620253164557,0.607360525082044,0.584795321637427,0.602409638554217,0.554451572523862,0.813477737665463,0.840796019900497,0.806076401910048
svm_model_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.71008403 0.68907563 0.7394958  0.68067227 0.73109244],0.618384401114206,0.651810584958217,0.733752620545073,0.797029702970297,0.811764705882353,0.79327731092437,0.638522427440633,0.664835164835165,0.617728316880859,0.663072776280323,0.694915254237288,0.652402682063699,0.741080530071356,0.762054507337526,0.733752620545073
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.65263158 0.72631579 0.61052632 0.60526316 0.68085106],0.563291139240506,0.556962025316456,0.789873417721519,0.942553191489361,0.934599156118144,0.943037974683544,0.620879120879121,0.701863354037267,0.560609096373472,0.606741573033708,0.679245283018868,0.556183151063574,0.8,0.836272040302267,0.789637292415765
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.5979021  0.52447552 0.56293706 0.56643357 0.6056338 ],0.508333333333333,0.520833333333333,0.829140461215933,0.934828311142256,0.934173669467787,0.934873949579832,0.47787610619469,0.473684210526316,0.506683375104428,0.502164502164502,0.46031746031746,0.524018379281537,0.826963906581741,0.816561844863732,0.829140461215933
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.51408451 0.54929577 0.64788732 0.51408451 0.61267606],0.51271186440678,0.542372881355932,0.54906937394247,0.58994708994709,0.628169014084507,0.563380281690141,0.587813620071685,0.650793650793651,0.502669552669553,0.608695652173913,0.67741935483871,0.535138248847926,0.593440122044241,0.64297520661157,0.546790896200066
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.79166667 0.75       0.79577465 0.78169014 0.83802817],0.550420168067227,0.533613445378151,0.722689075630252,0.846153846153846,0.862745098039216,0.843137254901961,0.563265306122449,0.605263157894737,0.552631578947368,0.596363636363636,0.700854700854701,0.536377763650491,0.735576923076923,0.780612244897959,0.723362600854295
svm_model_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200,6, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.61971831 0.61971831 0.58450704 0.63380282 0.58450704],0.51271186440678,0.576271186440678,0.683587140439932,0.777622377622378,0.783098591549296,0.776056338028169,0.518828451882845,0.568807339449541,0.5166871342917,0.590163934426229,0.6,0.575862068965517,0.687813021702838,0.705479452054795,0.683843404957163
svm_model_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.61578947 0.61578947 0.55789474 0.58421053 0.62631579],0.591772151898734,0.610759493670886,0.609987357774968,0.616193480546793,0.616842105263158,0.615789473684211,0.630372492836676,0.748299319727891,0.601960310751519,0.657381615598886,0.766233766233766,0.614598364598365,0.628089210367691,0.67139175257732,0.611130119464838
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.72268908 0.72689076 0.74789916 0.75210084 0.73305085],0.619444444444444,0.597222222222222,0.824423480083857,0.954428202923474,0.934343434343434,0.955387205387205,0.575851393188855,0.540697674418605,0.616093518060366,0.567164179104478,0.50531914893617,0.601496783770411,0.816035145524437,0.778825995807128,0.824423480083857
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.72222222 0.69444444 0.69014085 0.67605634 0.66197183],0.588235294117647,0.550420168067227,0.807563025210084,0.965909090909091,0.952380952380952,0.966386554621849,0.639705882352941,0.71900826446281,0.585999858727131,0.599250936329588,0.650406504065041,0.546942382467303,0.815768302493966,0.843594009983361,0.807195986315959
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.64583333 0.62631579 0.72105263 0.62631579],0.584905660377358,0.606918238993711,0.80062893081761,0.937369519832985,0.941299790356394,0.937106918238994,0.584905660377358,0.607843137254902,0.585739750445633,0.641833810888252,0.674698795180723,0.603796766011414,0.804923076923077,0.821608040201005,0.80060250876549
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.67021277 0.70212766 0.60638298 0.70212766],0.596153846153846,0.634615384615385,0.824808184143222,0.963906581740977,0.965957446808511,0.963829787234043,0.60377358490566,0.64,0.597777777777778,0.658682634730539,0.662650602409639,0.632695164218518,0.82810539523212,0.839694656488549,0.824731647010342
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,948,316,316,0.6,0.2,0.2, [0.61578947 0.65263158 0.68421053 0.64210526 0.65425532],0.506329113924051,0.569620253164557,0.786075949367089,0.951167728237792,0.945147679324894,0.951476793248945,0.450704225352113,0.432432432432432,0.501930501930502,0.6,0.625766871165644,0.567785396367136,0.784163473818646,0.782165605095541,0.78605135600689
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170, zones, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48947368 0.48421053 0.49473684 0.53157895 0.50526316],0.512658227848101,0.490506329113924,0.79646017699115,0.992654774396642,0.995789473684211,0.992631578947368,0.524691358024691,0.551948051948052,0.51362834696168,0.525073746312684,0.552795031055901,0.489300741334402,0.800742574257426,0.818987341772152,0.796488620381026
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77083333 0.8125     0.77777778 0.75       0.81690141],0.548117154811716,0.577405857740586,0.803511705685619,0.963276836158192,0.949860724233983,0.963788300835655,0.465346534653465,0.427272727272727,0.539217758985201,0.551111111111111,0.484375,0.584529842342342,0.79295154185022,0.753768844221106,0.80342866251122
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.56944444 0.63888889 0.61267606 0.56338028 0.56338028],0.525210084033613,0.529411764705882,0.726050420168067,0.85383502170767,0.826330532212885,0.858543417366947,0.519148936170213,0.512605042016807,0.525210084033613,0.513043478260869,0.52212389380531,0.529061946902655,0.717993079584775,0.704584040747029,0.725836113551551
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdne,40,130,170,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.73611111 0.72222222 0.6875     0.65972222],0.520833333333333,0.5375,0.66,0.75603217158177,0.783333333333333,0.747222222222222,0.584837545126354,0.710526315789474,0.529866332497911,0.577946768060836,0.633333333333333,0.5375,0.682737169517885,0.739057239057239,0.660782744941161
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.54621849 0.54621849 0.52941176 0.56722689 0.51680672],0.545961002785515,0.543175487465181,0.814465408805031,0.977138018628281,0.969747899159664,0.977310924369748,0.572178477690289,0.608938547486033,0.546135940409683,0.531428571428571,0.516666666666667,0.543249534450652,0.814853556485356,0.816561844863732,0.814465408805031
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.59243697 0.62184874 0.59243697 0.61764706 0.63559322],0.569444444444444,0.594444444444444,0.742662473794549,0.832746478873239,0.796296296296296,0.84006734006734,0.577656675749319,0.579234972677596,0.56927850328795,0.601092896174863,0.621468926553672,0.594887468741317,0.73729266987694,0.722222222222222,0.742662473794549
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.75833333 0.77731092 0.76890756 0.77310924 0.80252101],0.58659217877095,0.581005586592179,0.813417190775681,0.950596252129472,0.936241610738255,0.951342281879195,0.551515151515152,0.505555555555556,0.587047440699126,0.556213017751479,0.528089887640449,0.580711610486891,0.806731813246471,0.778825995807128,0.813417190775681
ensemble_model_v2_N16_B184_E200_nb_zones_10_lab_svd,16,184,200, zones, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65416667 0.66386555 0.64705882 0.68067227 0.63445378],0.608938547486033,0.592178770949721,0.794025157232704,0.909090909090909,0.897651006711409,0.910234899328859,0.606741573033708,0.631578947368421,0.609907120743034,0.613756613756614,0.620320855614973,0.590862182193451,0.794348508634223,0.79559748427673,0.794025157232704
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.61344538 0.64285714 0.65966387 0.6092437  0.65254237],0.647222222222222,0.616666666666667,0.658280922431866,0.673417721518987,0.671717171717172,0.674242424242424,0.601880877742947,0.56140350877193,0.643135616819827,0.576687116564417,0.497354497354497,0.622946254525202,0.643715846994535,0.617400419287212,0.658280922431866
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.67482517 0.72727273 0.66783217 0.71830986],0.629166666666667,0.633333333333333,0.866352201257862,0.944992947813822,0.938375350140056,0.945378151260504,0.639676113360324,0.637096774193548,0.628893214682981,0.614035087719298,0.603448275862069,0.632369299221357,0.865293185419968,0.858490566037736,0.866352201257862
ensemble_model_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.51748252 0.53846154 0.53846154 0.50352113],0.491666666666667,0.425,0.863731656184486,1,1,1,0.519685039370079,0.55,0.491666666666667,0.41025641025641,0.4,0.425,0.864300626304802,0.867924528301887,0.863731656184486
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.64166667 0.67226891 0.59243697 0.60504202 0.65966387],0.525139664804469,0.553072625698324,0.764150943396226,0.898989898989899,0.895973154362416,0.899328859060403,0.478527607361963,0.448275862068966,0.523050974512744,0.53757225433526,0.505434782608696,0.554441529235382,0.758064516129032,0.738993710691824,0.764150943396226
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200,6, low_bits_3, svd,708,236,236,0.6,0.2,0.2, [0.65492958 0.70422535 0.63380282 0.6056338  0.67857143],0.538135593220339,0.533898305084746,0.779661016949153,0.940836940836941,0.92090395480226,0.942090395480226,0.528138528138528,0.530434782608696,0.537944664031621,0.556451612903226,0.570247933884297,0.53295005389867,0.778156996587031,0.772881355932203,0.779661016949153
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.80555556 0.80555556 0.81690141 0.80985915 0.76760563],0.579831932773109,0.61344537815126,0.83109243697479,0.987270155586987,0.977591036414566,0.987394957983193,0.609375,0.65,0.579237288135593,0.643410852713178,0.68595041322314,0.612205975842339,0.835380835380835,0.852842809364548,0.830982215493085
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.5        0.50704225 0.51408451 0.50704225],0.579831932773109,0.491596638655462,0.814285714285714,1,1,1,0.579831932773109,0.570247933884297,0.579995761813944,0.437209302325581,0.423423423423423,0.487302262892814,0.810625535561268,0.803056027164686,0.814173604264539
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.72083333 0.72689076 0.71848739 0.72268908 0.73109244],0.575418994413408,0.555865921787709,0.810272536687631,0.957106812447435,0.954697986577181,0.957214765100671,0.616161616161616,0.645502645502645,0.571272032810494,0.566757493188011,0.615384615384615,0.559015059015059,0.814549180327869,0.833333333333333,0.810272536687631
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.63888889 0.67361111 0.625      0.67605634],0.539748953974895,0.514644351464435,0.768394648829431,0.928270042194093,0.919220055710306,0.928969359331476,0.576923076923077,0.604838709677419,0.537201963534362,0.516666666666667,0.568807339449541,0.519019054340155,0.771263418662263,0.788851351351351,0.768597861106139
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.65625    0.66145833 0.69791667 0.65104167 0.64736842],0.579937304075235,0.557993730407524,0.796992481203007,0.94901144640999,0.951983298538622,0.948851774530271,0.575949367088608,0.561728395061728,0.580227254855705,0.54071661237785,0.538961038961039,0.557359307359307,0.795454545454546,0.792452830188679,0.796975478764752
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170,6, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.53472222 0.5915493  0.55633803 0.58450704],0.53781512605042,0.554621848739496,0.556302521008403,0.553008595988539,0.540616246498599,0.563025210084034,0.495412844036697,0.469565217391304,0.535595616825733,0.535087719298245,0.488,0.558159292035398,0.538461538461538,0.515912897822446,0.556438742334494
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.72222222 0.69444444 0.68055556 0.63888889],0.558333333333333,0.520833333333333,0.661666666666667,0.741980474198047,0.738888888888889,0.743055555555556,0.579365079365079,0.584,0.557217391304348,0.460093896713615,0.475728155339806,0.515236340443626,0.656514382402707,0.659863945578231,0.661631319194344
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.55594406 0.64685315 0.62237762 0.6048951  0.55633803],0.495833333333333,0.5875,0.84958071278826,0.952515946137491,0.941176470588235,0.953081232492997,0.532818532818533,0.594827586206897,0.499026696329255,0.668896321070234,0.806451612903226,0.579949944382647,0.854240731335704,0.881551362683438,0.84958071278826
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.69444444 0.77083333 0.72916667 0.82394366 0.76760563],0.521008403361345,0.550420168067227,0.794463087248322,0.966005665722379,0.952513966480447,0.966480446927374,0.528925619834711,0.542372881355932,0.521186440677966,0.524444444444444,0.531531531531532,0.5492303326949,0.791133844842285,0.79045996592845,0.794403536683233
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdne,40,130,170,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.79861111 0.79861111 0.76760563 0.85211268 0.82394366],0.638655462184874,0.626050420168067,0.847058823529412,0.990154711673699,0.985994397759104,0.990196078431373,0.6640625,0.714285714285714,0.638655462184874,0.671586715867159,0.7,0.618518518518518,0.852988691437803,0.871287128712871,0.846602468466024
svm_model_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.55729167 0.671875   0.65263158 0.65263158 0.60526316],0.59748427672956,0.537735849056604,0.632075471698113,0.660087719298246,0.631027253668763,0.675052410901468,0.525925925925926,0.449367088607595,0.596558544303797,0.476868327402135,0.41875,0.538488924050633,0.600136705399863,0.552201257861635,0.632075471698113
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svd,26,137,163,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.6958042  0.7027972  0.72727273 0.72027972 0.69014085],0.516666666666667,0.504166666666667,0.85062893081761,0.964887640449438,0.96218487394958,0.964985994397759,0.560606060606061,0.573643410852713,0.512046930651582,0.564102564102564,0.693693693693694,0.517389482505762,0.854665986741458,0.878406708595388,0.85062893081761
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166,10, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.74166667 0.77083333 0.75833333 0.72689076 0.75630252],0.514044943820225,0.502808988764045,0.794025157232704,0.963651732882502,0.953177257525084,0.964046822742475,0.550649350649351,0.616279069767442,0.517378665318504,0.562962962962963,0.619565217391304,0.498736097067745,0.800810947795236,0.828092243186583,0.794025157232704
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.61111111 0.59027778 0.6875     0.71830986 0.63380282],0.57563025210084,0.600840336134454,0.819630872483221,0.973201692524683,0.963687150837989,0.973463687150838,0.577405857740586,0.565573770491803,0.575890333521764,0.595744680851064,0.603448275862069,0.600904465799887,0.81825866441251,0.812080536912752,0.819630872483221
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.57368421 0.63684211 0.6        0.65263158 0.61702128],0.626582278481013,0.582278481012658,0.80253164556962,0.934599156118144,0.934599156118144,0.934599156118144,0.633540372670808,0.64968152866242,0.62672755678404,0.602409638554217,0.617283950617284,0.581369248035915,0.805243445692884,0.813366960907944,0.802490341953337
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.55594406 0.51398601 0.55594406 0.53846154 0.54577465],0.520833333333333,0.545833333333333,0.845911949685535,0.950704225352113,0.945378151260504,0.950980392156863,0.534412955465587,0.545454545454545,0.520626432391138,0.540084388185654,0.53781512605042,0.545767067157441,0.845588235294117,0.843815513626834,0.845911949685535
svm_model_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200,12, low_bits_3, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.56944444 0.61538462 0.58041958 0.56643357 0.60839161],0.592436974789916,0.642857142857143,0.596960167714885,0.584571832979476,0.576815642458101,0.590083798882682,0.613545816733068,0.647058823529412,0.592436974789916,0.671814671814672,0.73109243697479,0.642857142857143,0.600104004160166,0.604821802935011,0.596960167714885
svm_model_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.74479167 0.703125   0.74736842 0.81578947 0.71052632],0.581761006289308,0.606918238993711,0.781132075471698,0.904051172707889,0.888888888888889,0.905660377358491,0.614492753623188,0.716216216216216,0.590461049284579,0.661246612466125,0.693181818181818,0.596590909090909,0.789346246973366,0.81398252184769,0.780882262191272
ensemble_model_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166,10, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.7375     0.72083333 0.71666667 0.71666667 0.74369748],0.605633802816901,0.645070422535211,0.828092243186583,0.947278911564626,0.929883138564274,0.948247078464107,0.608938547486033,0.608938547486033,0.60560563737938,0.64406779661017,0.647727272727273,0.645092686642966,0.826271186440678,0.817610062893082,0.828092243186583
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.68881119 0.72027972 0.66433566 0.72535211],0.570833333333333,0.570833333333333,0.876310272536688,0.978662873399716,0.96358543417367,0.978991596638656,0.630824372759857,0.739495798319328,0.572227238002639,0.617100371747212,0.68595041322314,0.569865962914091,0.879222108495394,0.90041928721174,0.876310272536688
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdne,16,184,200,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.63541667 0.63541667 0.67368421 0.58421053 0.61052632],0.525157232704403,0.566037735849057,0.679874213836478,0.766454352441613,0.756813417190776,0.769392033542977,0.498338870431894,0.513698630136986,0.524291175533609,0.563291139240506,0.536144578313253,0.567414394419784,0.673508659397049,0.665399239543726,0.679765787062749
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.625      0.60416667 0.6875     0.65492958 0.64788732],0.5,0.584033613445378,0.781040268456376,0.94002789400279,0.941340782122905,0.939944134078212,0.471111111111111,0.4140625,0.50703125,0.563876651982379,0.56140350877193,0.583121109224675,0.776732249786142,0.756666666666667,0.781204954954955
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.61538462 0.59440559 0.55244755 0.5979021 ],0.585774058577406,0.640167364016736,0.832285115303983,0.906444906444906,0.914685314685315,0.905594405594406,0.585774058577406,0.630630630630631,0.588752815315315,0.681481481481481,0.71875,0.634149774774775,0.836065573770492,0.855345911949686,0.832285115303983
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.79861111 0.77083333 0.76056338 0.75352113 0.83802817],0.57563025210084,0.605042016806723,0.82436974789916,0.98005698005698,0.96358543417367,0.980392156862745,0.643109540636042,0.764705882352941,0.57563025210084,0.654411764705882,0.747899159663866,0.605042016806723,0.833731105807478,0.880672268907563,0.82436974789916
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.47222222 0.50704225 0.52816901 0.59859155 0.5915493 ],0.544303797468354,0.485232067510549,0.796795952782462,0.984615384615384,0.98876404494382,0.984550561797753,0.517857142857143,0.475409836065574,0.5464005702067,0.435185185185185,0.435185185185185,0.481158484065461,0.791341991341991,0.779863481228669,0.796598407281001
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.62631579 0.62105263 0.56842105 0.57368421 0.62105263],0.560126582278481,0.563291139240506,0.804677623261694,0.966244725738397,0.96421052631579,0.966315789473684,0.531986531986532,0.526666666666667,0.5585140562249,0.527397260273973,0.506578947368421,0.561216302952503,0.798959011060507,0.79021879021879,0.804426165295731
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72916667 0.66666667 0.63888889 0.61111111 0.68309859],0.556485355648536,0.573221757322176,0.795986622073579,0.950953678474114,0.972144846796657,0.949860724233983,0.547008547008547,0.53781512605042,0.55640756302521,0.567796610169492,0.603603603603604,0.575239301801802,0.79734219269103,0.814940577249576,0.796267652710455
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.53333333 0.59583333 0.5375     0.54166667 0.5       ],0.567796610169492,0.497175141242938,0.79559748427673,0.950544844928751,0.945,0.950833333333333,0.569014084507042,0.564245810055866,0.567837190742219,0.491428571428571,0.491428571428571,0.497110933758979,0.794520547945205,0.790356394129979,0.795597484276729
svm_model_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.61458333 0.66666667 0.55208333 0.64583333 0.64583333],0.55,0.6,0.62625,0.696461824953445,0.779166666666667,0.660416666666667,0.4375,0.363636363636364,0.543263964950712,0.536231884057971,0.451219512195122,0.603814884302689,0.627646326276463,0.631578947368421,0.626263289145557
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,714,238,238,0.6,0.2,0.2, [0.77083333 0.80555556 0.82394366 0.81690141 0.82394366],0.584033613445378,0.571428571428571,0.819327731092437,0.980225988700565,0.971988795518207,0.980392156862745,0.605577689243028,0.723809523809524,0.59874686716792,0.630434782608696,0.6796875,0.562571022727273,0.825910931174089,0.864406779661017,0.819703389830508
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170,6, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.5        0.50694444 0.48591549 0.52112676],0.529411764705882,0.495798319327731,0.805369127516778,1,1,1,0.508771929824561,0.508771929824561,0.528579513299377,0.487179487179487,0.513513513513513,0.496914237071718,0.803056027164686,0.811320754716981,0.805496173746011
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.68402778 0.68055556 0.68531469 0.66433566 0.68531469],0.645569620253165,0.569620253164557,0.827044025157233,0.896995708154507,0.874476987447699,0.899581589958159,0.661290322580645,0.689075630252101,0.645385272753169,0.581967213114754,0.601694915254237,0.569755020652329,0.825396825396826,0.817610062893082,0.827044025157233
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200,8, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.59895833 0.609375   0.609375   0.56770833 0.58854167],0.6125,0.565625,0.81625,0.968074150360453,0.979166666666667,0.967708333333333,0.540740740740741,0.462025316455696,0.610642287857478,0.498194945848375,0.425925925925926,0.567393342709798,0.806324110671937,0.765,0.81625
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166,10, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5375     0.54583333 0.49583333 0.575      0.57983193],0.450704225352113,0.509859154929577,0.632075471698113,0.722268557130942,0.722871452420701,0.7220367278798,0.45983379501385,0.456043956043956,0.450565330623134,0.482142857142857,0.468208092485549,0.508829320968049,0.629746835443038,0.625786163522013,0.632075471698113
svm_model_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.6302521  0.66386555 0.63865546 0.63445378 0.63983051],0.702777777777778,0.616666666666667,0.669287211740042,0.633079847908745,0.560606060606061,0.675084175084175,0.698591549295775,0.716763005780347,0.70330128898643,0.625,0.614973262032086,0.616735185929338,0.644507042253521,0.59958071278826,0.669287211740042
svm_model_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200,6, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.64583333 0.65972222 0.625      0.67605634 0.61267606],0.592436974789916,0.584033613445378,0.718959731543624,0.81190798376184,0.837988826815642,0.805865921787709,0.625482625482625,0.710526315789474,0.597198641765705,0.578723404255319,0.601769911504425,0.584884955752212,0.728304947283049,0.767521367521368,0.719839761190667
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166,10, low_bits_3, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68487395 0.68907563 0.67226891 0.6302521  0.69327731],0.515320334261838,0.562674094707521,0.769916142557652,0.909547738693467,0.912605042016807,0.909243697478992,0.569306930693069,0.625,0.5125,0.621686746987952,0.737142857142857,0.56694099378882,0.781917536015897,0.824947589098533,0.769916142557652
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.60833333 0.6375     0.62083333 0.63333333 0.68333333],0.612994350282486,0.53954802259887,0.812368972746331,0.951827242524917,0.955,0.951666666666667,0.628726287262873,0.666666666666667,0.613888888888889,0.574412532637076,0.611111111111111,0.538314176245211,0.816973415132924,0.837526205450734,0.812368972746331
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.53125    0.53125    0.57291667 0.41666667 0.55208333],0.5625,0.575,0.8275,1,1,1,0.573170731707317,0.55952380952381,0.56265664160401,0.569620253164557,0.6,0.576470588235294,0.827930174563591,0.832080200501253,0.827511421946387
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.734375   0.71875    0.71052632 0.74736842],0.575471698113208,0.572327044025157,0.715452261306533,0.796420581655481,0.744769874476987,0.809623430962343,0.571428571428571,0.620689655172414,0.579130954753837,0.590361445783133,0.573099415204678,0.572263993316625,0.706035042180402,0.685138539042821,0.71537628706527
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdne,16,184,200,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.63020833 0.63541667 0.60526316 0.68421053 0.67894737],0.509433962264151,0.578616352201258,0.80314465408805,0.975453575240128,0.958071278825996,0.975890985324948,0.532934131736527,0.549382716049383,0.50866571699905,0.603550295857988,0.666666666666667,0.581818181818182,0.805469235550031,0.818181818181818,0.803201184780132
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170,6, low_bits_4, svdne,714,238,238,0.6,0.2,0.2, [0.81944444 0.81944444 0.77464789 0.83098592 0.83098592],0.550420168067227,0.592436974789916,0.801680672268908,0.954154727793696,0.932773109243698,0.955182072829131,0.540772532188841,0.588785046728972,0.55393450809731,0.583690987124463,0.544,0.595008849557522,0.797250859106529,0.787775891341256,0.801541855820378
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.54583333 0.56722689 0.55042017 0.54201681],0.540616246498599,0.507002801120448,0.542452830188679,0.629088378566458,0.757118927973199,0.553601340033501,0.613207547169811,0.714285714285714,0.537142857142857,0.57487922705314,0.68,0.51032967032967,0.616263736263736,0.734800838574423,0.542452830188679
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.62631579 0.62105263 0.63684211 0.65789474 0.62765957],0.569620253164557,0.579113924050633,0.650632911392405,0.725509214354995,0.789029535864979,0.701476793248945,0.590361445783132,0.662162162162162,0.5751287001287,0.627450980392157,0.72258064516129,0.581787216990583,0.679069767441861,0.751608751608752,0.652267638569009
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.64583333 0.59375    0.46875    0.59375    0.55208333],0.56875,0.575,0.8075,0.965235173824131,0.983333333333333,0.964583333333333,0.591715976331361,0.602409638554217,0.567438585510875,0.580246913580247,0.602564102564102,0.57567229518449,0.812195121951219,0.830423940149626,0.807442546515916
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.69444444 0.69444444 0.69014085 0.71126761],0.61344537815126,0.605042016806723,0.825503355704698,0.969359331476323,0.972067039106145,0.96927374301676,0.659259259259259,0.659259259259259,0.606328658755843,0.601694915254237,0.63963963963964,0.607221394622969,0.830065359477124,0.841059602649007,0.825291706086408
ensemble_model_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170,8, lab, svdne,960,320,320,0.6,0.2,0.2, [0.83333333 0.80208333 0.77604167 0.80208333 0.828125  ],0.584375,0.5625,0.8125,0.971428571428572,0.95625,0.971875,0.602985074626866,0.643312101910828,0.585459731937009,0.585798816568047,0.61875,0.5625,0.814585908529048,0.826850690087829,0.812553614035197
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170,8, low_bits_5, svd,954,318,318,0.6,0.2,0.2, [0.84895833 0.83333333 0.78947368 0.82631579 0.82105263],0.556603773584906,0.556603773584906,0.783018867924528,0.933333333333333,0.924528301886792,0.933962264150943,0.605042016806723,0.692307692307692,0.559116809116809,0.595988538681948,0.634146341463415,0.554086157744694,0.791035735917626,0.819322459222083,0.782927307795152
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.55555556 0.57638889 0.54166667 0.57638889],0.541666666666667,0.504166666666667,0.8075,0.997229916897507,1,0.997222222222222,0.5,0.436507936507936,0.547201336675021,0.45662100456621,0.420168067226891,0.503472463365511,0.801033591731266,0.768595041322314,0.807826932425863
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.625      0.63194444 0.59722222 0.60416667 0.64583333],0.570833333333333,0.5625,0.793333333333333,0.944134078212291,0.938888888888889,0.944444444444444,0.516431924882629,0.454545454545455,0.571810542398778,0.52914798206278,0.468253968253968,0.567460317460318,0.784722222222222,0.744645799011532,0.793908059708127
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdn,32,134,166,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.52521008 0.52941176 0.54201681 0.51260504],0.541899441340782,0.511173184357542,0.560272536687631,0.55595026642984,0.525167785234899,0.580536912751678,0.556756756756757,0.530927835051546,0.542902941916017,0.498567335243553,0.530487804878049,0.512666582851395,0.545257452574526,0.527253668763103,0.560272536687631
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.74475524 0.72727273 0.73076923 0.6993007  0.72535211],0.620833333333333,0.5625,0.851153039832285,0.937232524964337,0.920168067226891,0.938375350140056,0.595555555555556,0.582608695652174,0.619304347826087,0.556962025316456,0.528,0.564,0.847639484978541,0.828092243186583,0.851153039832285
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.61538462 0.58041958 0.52097902 0.56993007 0.58450704],0.575,0.4875,0.837526205450734,0.939673527324344,0.927170868347339,0.94047619047619,0.540540540540541,0.55045871559633,0.572939281462287,0.502024291497976,0.473282442748092,0.488934799355697,0.83493077742279,0.821802935010482,0.837526205450734
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61979167 0.64736842 0.57894737 0.64210526 0.64736842],0.520504731861199,0.56782334384858,0.783732660781841,0.942553191489361,0.930672268907563,0.94327731092437,0.552941176470588,0.606451612903226,0.522361608920749,0.575851393188855,0.588607594936709,0.567888703128732,0.786026200873363,0.798479087452472,0.783806670451455
svm_model_N16_B184_E200_nb_zones_4_low_bits_2_svdn,16,184,200,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.625      0.52083333 0.5106383  0.56382979 0.5       ],0.569620253164557,0.544303797468354,0.567088607594937,0.570212765957447,0.565400843881857,0.573839662447257,0.575,0.547619047619048,0.571106821106821,0.566265060240964,0.618421052631579,0.54701540436457,0.57035175879397,0.571788413098237,0.567064690009678
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_3_svdn,16,184,200, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.47222222 0.52777778 0.54225352 0.51408451 0.48591549],0.588235294117647,0.542016806722689,0.815966386554622,0.98314606741573,0.980392156862745,0.983193277310924,0.558558558558558,0.601941747572815,0.589859762675297,0.588679245283019,0.604651162790698,0.536270535523789,0.817347789824854,0.831918505942275,0.816125642322219
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_2_svdn,16,184,200,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.45833333 0.51041667 0.46875    0.44791667],0.49375,0.5,0.7875,0.981132075471698,0.975,0.98125,0.456375838926174,0.441558441558442,0.491863558128618,0.487179487179487,0.493506493506493,0.499765294946018,0.782608695652174,0.776649746192893,0.78733965142157
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170,6, low_bits_3, svdne,720,240,240,0.6,0.2,0.2, [0.65972222 0.64583333 0.69444444 0.69444444 0.68055556],0.525,0.533333333333333,0.663333333333333,0.758807588075881,0.777777777777778,0.752777777777778,0.551181102362205,0.642201834862385,0.53484137544646,0.552,0.584745762711864,0.534176160044457,0.674718196457327,0.713798977853492,0.664403567230172
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.67361111 0.77083333 0.75       0.78873239 0.80985915],0.592436974789916,0.550420168067227,0.812080536912752,0.971590909090909,0.955307262569832,0.972067039106145,0.628352490421456,0.689075630252101,0.592436974789916,0.573705179282869,0.59504132231405,0.549657413293777,0.81578947368421,0.82943143812709,0.812022116369942
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.49305556 0.54861111 0.52816901 0.6056338  0.52112676],0.478991596638655,0.491596638655462,0.57563025210084,0.632768361581921,0.627450980392157,0.635854341736695,0.478991596638655,0.504424778761062,0.480212389380531,0.493723849372385,0.472,0.492637168141593,0.573839662447257,0.571428571428571,0.57563025210084
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63684211 0.6        0.59473684 0.57368421 0.57368421],0.55379746835443,0.604430379746835,0.811630847029077,0.965884861407249,0.953684210526316,0.966315789473684,0.494623655913978,0.439490445859873,0.55307855626327,0.531835205992509,0.467105263157895,0.599406290115533,0.799191374663073,0.756377551020408,0.811146168993913
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdn,16,184,200, zones, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.52604167 0.53645833 0.53125    0.60416667 0.54166667],0.478125,0.51875,0.779375,0.966735966735967,0.96875,0.966666666666667,0.430034129692833,0.403846153846154,0.476313320825516,0.515723270440252,0.515723270440252,0.518731200437517,0.775588048315321,0.767295597484277,0.779299972655182
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_2_svdn,16,184,200, zones, low_bits_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.51041667 0.51041667 0.58333333 0.4787234  0.54255319],0.493670886075949,0.525316455696203,0.786616161616162,0.970464135021097,0.966386554621849,0.970588235294117,0.493670886075949,0.506493506493506,0.493987493987494,0.545454545454545,0.555555555555556,0.524531024531025,0.787954830614805,0.792929292929293,0.786616161616161
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svd,40,130,170,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.76315789 0.77368421 0.8        0.8        0.7       ],0.515822784810127,0.474683544303798,0.689633375474083,0.818181818181818,0.814736842105263,0.818947368421052,0.592,0.664670658682635,0.506831973636619,0.548913043478261,0.651612903225806,0.477980364656381,0.709295441089402,0.751568381430364,0.689159986893526
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170, zones, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.765625   0.77894737 0.74210526 0.74736842 0.76315789],0.640378548895899,0.681388012618297,0.833543505674653,0.948366701791359,0.945378151260504,0.948529411764706,0.666666666666667,0.674556213017751,0.637953782184551,0.655290102389079,0.680851063829787,0.681334622823985,0.833333333333333,0.839694656488549,0.833597328244275
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.80526316 0.77894737 0.8        0.75789474 0.80319149],0.544303797468354,0.566455696202532,0.8,0.96288441145281,0.957805907172996,0.963080168776372,0.608695652173913,0.70440251572327,0.543284060409406,0.622589531680441,0.719745222929936,0.567419781276289,0.811230585424134,0.859493670886076,0.8
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.71354167 0.69791667 0.71052632 0.76315789 0.70526316],0.578616352201258,0.559748427672956,0.79622641509434,0.947145877378436,0.939203354297694,0.947589098532495,0.528169014084507,0.454545454545455,0.583481877599525,0.527027027027027,0.4875,0.560205696202532,0.787680209698558,0.749376558603491,0.796642594022558
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.59027778 0.63888889 0.59722222 0.59859155 0.58450704],0.563025210084034,0.550420168067227,0.810402684563758,0.97907949790795,0.980446927374302,0.979050279329609,0.59375,0.542857142857143,0.56734693877551,0.478048780487805,0.44954128440367,0.542600099566176,0.808149405772496,0.784184514003295,0.810895675805066
svm_model_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.65416667 0.575      0.6625     0.6125     0.6125    ],0.632768361581921,0.581920903954802,0.618448637316562,0.602473498233216,0.568333333333333,0.625,0.585987261146497,0.505494505494506,0.636468182979811,0.516339869281046,0.459302325581395,0.578552261691796,0.584474885844749,0.536687631027254,0.618448637316562
svm_model_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.575      0.6        0.575      0.62605042 0.6302521 ],0.564606741573034,0.550561797752809,0.587002096436059,0.692657569850552,0.891304347826087,0.604515050167224,0.688128772635815,0.944751381215469,0.558089976322021,0.672131147540984,0.937142857142857,0.556969218626677,0.687797147385103,0.909853249475891,0.587002096436059
svm_model_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.5625     0.65625    0.58510638 0.64893617 0.65957447],0.544303797468354,0.512658227848101,0.587341772151899,0.607538802660754,0.578059071729958,0.626582278481013,0.532467532467532,0.577464788732394,0.54735308402137,0.538922155688623,0.625,0.521802325581395,0.577720207253886,0.586842105263158,0.587323491655969
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.66666667 0.64583333 0.69014085 0.61267606 0.75352113],0.53781512605042,0.600840336134454,0.826050420168067,0.997191011235955,0.994397759103642,0.997198879551821,0.601449275362319,0.68595041322314,0.535282898919263,0.654545454545455,0.737704918032787,0.597300734878462,0.836104513064133,0.88,0.825593220338983
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.79166667 0.82638889 0.77777778 0.76388889 0.81944444],0.5125,0.6,0.8075,0.974719101123596,0.963888888888889,0.975,0.548262548262548,0.507142857142857,0.513571428571429,0.593220338983051,0.619469026548672,0.601073095951502,0.808616404308202,0.796084828711256,0.807752806178456
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.71008403 0.7605042  0.72268908 0.71428571 0.69491525],0.647222222222222,0.616666666666667,0.821278825995807,0.936454849498328,0.942760942760943,0.936026936026936,0.638176638176638,0.647398843930636,0.647228833730024,0.620879120879121,0.60427807486631,0.617167939167259,0.821559392987964,0.822851153039832,0.821278825995807
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.64166667 0.60084034 0.65966387 0.62184874 0.66806723],0.544692737430168,0.581005586592179,0.784067085953878,0.916596461668071,0.912751677852349,0.916946308724832,0.532951289398281,0.516666666666667,0.544850187265918,0.571428571428571,0.561797752808989,0.580898876404494,0.781548250265111,0.772536687631027,0.784067085953878
ensemble_model_N16_B184_E200_nb_zones_10_lab_svdn,16,184,200,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.47916667 0.48333333 0.55882353 0.50840336 0.47478992],0.481792717086835,0.490196078431373,0.80188679245283,0.990825688073394,0.994974874371859,0.990787269681742,0.469914040114613,0.460674157303371,0.481733726696378,0.467836257309942,0.446927374301676,0.490317619735108,0.8,0.792452830188679,0.80188679245283
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.43055556 0.45138889 0.52112676 0.43661972 0.47183099],0.554621848739496,0.508403361344538,0.812605042016807,1,1,1,0.543103448275862,0.480916030534351,0.562887921809232,0.450704225352113,0.452830188679245,0.502930245854774,0.807592752372735,0.787878787878788,0.812563555013219
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.65833333 0.65966387 0.64285714 0.67226891],0.57703081232493,0.61344537815126,0.671907756813417,0.723089564502876,0.737018425460637,0.717755443886097,0.609819121447028,0.674285714285714,0.578901098901099,0.649746192893401,0.703296703296703,0.611648351648352,0.686686686686687,0.719077568134172,0.671907756813417
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.70833333 0.6625     0.68487395 0.67647059 0.70588235],0.563025210084034,0.563025210084034,0.813417190775681,0.962837837837838,0.954773869346734,0.963149078726968,0.587301587301587,0.613259668508287,0.562311652435962,0.569060773480663,0.585227272727273,0.563331868407835,0.814968814968815,0.821802935010482,0.813417190775681
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.67083333 0.58823529 0.60084034 0.58823529 0.63445378],0.522346368715084,0.564245810055866,0.80083857442348,0.955499580184719,0.954697986577181,0.955536912751678,0.526315789473684,0.572289156626506,0.525727911646586,0.585106382978723,0.572916666666667,0.563566767068273,0.802904564315353,0.811320754716981,0.80083857442348
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200,4, low_bits_2, svdne,474,158,158,0.6,0.2,0.2, [0.60416667 0.5625     0.65957447 0.61702128 0.62765957],0.563291139240506,0.588607594936709,0.807594936708861,0.96234309623431,0.970464135021097,0.962025316455696,0.543046357615894,0.506172839506173,0.564774731441398,0.50381679389313,0.492537313432836,0.575938986386748,0.8,0.78961038961039,0.807150873817541
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.671875   0.66315789 0.68947368 0.61578947 0.57368421],0.529968454258675,0.558359621451104,0.797604035308953,0.966735966735967,0.976890756302521,0.966386554621849,0.520900321543408,0.515923566878981,0.52983678343949,0.542483660130719,0.51875,0.558738057324841,0.796706776440785,0.793190416141236,0.797604035308953
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_3_svdn,8,192,200,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.5034965  0.5        0.45454545 0.44755245 0.51048951],0.577405857740586,0.497907949790795,0.879454926624738,0.993693062368605,0.991608391608392,0.993706293706294,0.591093117408907,0.59349593495935,0.576920381272778,0.444444444444444,0.413793103448276,0.495514437903,0.878306878306878,0.870020964360587,0.879454926624738
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.61979167 0.63541667 0.61052632 0.57894737],0.606918238993711,0.559748427672956,0.799623115577889,0.942796610169492,0.930962343096234,0.943514644351464,0.65564738292011,0.683908045977011,0.59889846743295,0.585798816568047,0.647058823529412,0.562923351158645,0.806079027355623,0.82360248447205,0.799348891537168
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166,10, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.50416667 0.47478992 0.52521008 0.54201681],0.518207282913165,0.481792717086835,0.812893081761006,1,1,1,0.527472527472527,0.558139534883721,0.519610307982401,0.498644986449864,0.497297297297297,0.481206788183532,0.814737934613389,0.822851153039832,0.812893081761006
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdn,32,134,166,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.47478992 0.52941176 0.57983193 0.52966102],0.508333333333333,0.5,0.812893081761006,1,1,1,0.495726495726496,0.453125,0.512276785714286,0.476744186046512,0.488095238095238,0.499255952380952,0.810408921933086,0.79979035639413,0.812893081761006
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55882353 0.47478992 0.44117647 0.49579832 0.47058824],0.47075208913649,0.532033426183844,0.812368972746331,1,1,1,0.450867052023121,0.430939226519337,0.471087590787758,0.533333333333333,0.539325842696629,0.532093860574834,0.811181434599156,0.806079664570231,0.812368972746331
svm_model_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.56293706 0.55944056 0.53846154 0.51048951 0.56643357],0.581589958158996,0.644351464435146,0.567610062893082,0.582245430809399,0.623776223776224,0.552447552447552,0.621212121212121,0.71304347826087,0.586360448807854,0.701754385964912,0.806451612903226,0.638008415147265,0.603555982700625,0.658280922431866,0.567610062893082
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.75524476 0.69230769 0.66433566 0.71126761],0.545833333333333,0.579166666666667,0.863731656184486,0.964438122332859,0.949579831932773,0.964985994397759,0.617543859649123,0.739495798319328,0.547433849572887,0.643109540636042,0.752066115702479,0.577713730120147,0.868287740628166,0.89832285115304,0.863731656184486
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.73776224 0.74475524 0.69230769 0.74475524 0.70070423],0.633333333333333,0.529166666666667,0.852201257861635,0.942101501072194,0.92296918767507,0.94327731092437,0.661538461538462,0.693548387096774,0.631256952169077,0.560311284046693,0.620689655172414,0.532119021134594,0.852818371607516,0.856394129979036,0.852201257861635
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.60416667 0.51041667 0.57291667 0.55208333 0.55208333],0.58125,0.48125,0.805,0.987603305785124,0.995833333333333,0.9875,0.588957055214724,0.592592592592593,0.581106422878575,0.496969696969697,0.518987341772152,0.481715893108298,0.807881773399015,0.82,0.805
svm_model_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200,8, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.546875   0.59375    0.60526316 0.65263158],0.512578616352201,0.544025157232704,0.748115577889447,0.892667375132837,0.878661087866109,0.894351464435146,0.603580562659847,0.670454545454545,0.493677976952625,0.611260053619303,0.7125,0.542958860759494,0.764809384164223,0.800982800982801,0.746892428769035
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,1434,478,478,0.6,0.2,0.2, [0.71180556 0.6875     0.6993007  0.72377622 0.73426573],0.540084388185654,0.481012658227848,0.807127882599581,0.903954802259887,0.892608089260809,0.905160390516039,0.572549019607843,0.598360655737705,0.538310762651461,0.493827160493827,0.521739130434783,0.482181040627227,0.80773249738767,0.810272536687631,0.807127882599581
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63888889 0.6875     0.69444444 0.63380282 0.72535211],0.525210084033613,0.512605042016807,0.76258389261745,0.925824175824176,0.941340782122905,0.924581005586592,0.54251012145749,0.587719298245614,0.527730616864743,0.546875,0.53030303030303,0.51043453401944,0.770105605199025,0.78476821192053,0.762282065143938
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163,12, low_bits_3, svd,1440,480,480,0.6,0.2,0.2, [0.65972222 0.61458333 0.63541667 0.61111111 0.61458333],0.512820512820513,0.576923076923077,0.709119496855346,0.758474576271186,0.745833333333333,0.7625,0.540322580645161,0.587719298245614,0.51469298245614,0.64,0.733333333333333,0.57280701754386,0.713769984528107,0.725366876310273,0.709119496855346
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svd,40,130,170,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.86315789 0.78947368 0.8        0.80526316 0.86315789],0.537974683544304,0.556962025316456,0.806573957016435,0.978723404255319,0.968421052631579,0.978947368421053,0.557575757575757,0.601307189542484,0.539917398452223,0.608938547486033,0.698717948717949,0.558733974358974,0.812039312039312,0.843112244897959,0.806894468313641
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.75789474 0.73157895 0.71052632 0.80526316 0.73404255],0.541139240506329,0.569620253164557,0.796835443037975,0.956709956709957,0.932489451476793,0.957805907172996,0.577259475218659,0.638709677419355,0.542957323181727,0.606936416184971,0.69078947368421,0.574053273427471,0.800991940483571,0.827144686299616,0.797176848781848
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.796875   0.80729167 0.80526316 0.78421053 0.78421053],0.550314465408805,0.572327044025157,0.794968553459119,0.949946751863685,0.935010482180294,0.950733752620545,0.548895899053628,0.540372670807453,0.55044111247379,0.543624161073825,0.536423841059603,0.57060713011064,0.79021879021879,0.778200253485424,0.794842948215871
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.40277778 0.47222222 0.48611111 0.48611111 0.45070423],0.506276150627615,0.510460251046025,0.79933110367893,0.993065187239944,0.997214484679666,0.993036211699164,0.516393442622951,0.533898305084746,0.506618574029976,0.502127659574468,0.491666666666667,0.510539215686274,0.8,0.804020100502513,0.799338931720371
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163,12, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.47569444 0.48251748 0.53846154 0.49300699 0.51748252],0.508403361344538,0.525210084033613,0.567610062893082,0.595513256288239,0.611731843575419,0.584497206703911,0.526315789473684,0.580357142857143,0.512400793650794,0.570342205323194,0.595238095238095,0.520833333333333,0.58354366481575,0.605870020964361,0.567610062893082
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163, zones, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.44791667 0.47902098 0.53846154 0.47902098 0.5       ],0.487394957983193,0.474789915966386,0.865303983228511,0.993016759776536,0.993016759776536,0.993016759776536,0.487394957983193,0.491525423728814,0.487429378531073,0.449339207048458,0.425,0.47521186440678,0.864522930943595,0.859538784067086,0.865303983228512
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.76041667 0.69473684 0.73684211 0.77368421 0.77894737],0.55205047318612,0.555205047318612,0.791298865069357,0.949044585987261,0.939075630252101,0.949579831932773,0.56441717791411,0.585987261146497,0.552368630573248,0.574018126888217,0.633333333333333,0.559181636726547,0.792995622263915,0.80970625798212,0.79152809785781
svm_model_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5        0.64583333 0.58333333 0.57746479 0.54225352],0.621848739495798,0.588235294117647,0.61996644295302,0.639455782312925,0.656424581005587,0.629888268156425,0.590909090909091,0.546218487394958,0.621848739495798,0.573913043478261,0.559322033898305,0.587994350282486,0.617721518987342,0.615126050420168,0.619958335092831
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65       0.70168067 0.70588235 0.69327731 0.61764706],0.536312849162011,0.466480446927374,0.784067085953878,0.954507857733664,0.968120805369128,0.953859060402684,0.520231213872832,0.532544378698225,0.536113459190382,0.476712328767123,0.46031746031746,0.466845120691275,0.785416666666667,0.790356394129979,0.784067085953878
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.58403361 0.67226891 0.62184874 0.6512605  0.61764706],0.573816155988858,0.607242339832869,0.809224318658281,0.940577249575552,0.93109243697479,0.941176470588235,0.606683804627249,0.723926380368098,0.586452986102416,0.668235294117647,0.724489795918367,0.595373732315012,0.817269076305221,0.853249475890985,0.809224318658281
svm_model_N40_B130_E170_nb_zones_10_lab_svd,40,130,170,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.80252101 0.7605042  0.80252101 0.76470588 0.77542373],0.575,0.577777777777778,0.740566037735849,0.831858407079646,0.791245791245791,0.84006734006734,0.532110091743119,0.46524064171123,0.57944113010417,0.512820512820513,0.46242774566474,0.573459862137183,0.720180893159977,0.667714884696017,0.740566037735849
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_svdn,16,184,200,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.49479167 0.515625   0.48958333 0.49479167 0.48958333],0.496875,0.490625,0.518125,0.578699340245052,0.639583333333333,0.534375,0.536023054755043,0.592356687898089,0.498632331679106,0.563002680965148,0.617647058823529,0.482156862745098,0.567097136440202,0.625774473358117,0.517174752441984
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.55263158 0.63157895 0.66315789 0.55789474 0.64210526],0.604430379746835,0.550632911392405,0.785714285714286,0.921225382932166,0.886315789473684,0.924210526315789,0.598070739549839,0.574074074074074,0.605218855218855,0.529801324503311,0.540540540540541,0.550032175032175,0.777996070726916,0.756687898089172,0.785495768367045
ensemble_model_v2_N16_B184_E200_nb_zones_10_lab_svdn,16,184,200, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.49159664 0.51260504 0.50420168 0.50420168 0.49152542],0.475,0.497222222222222,0.79874213836478,0.988274706867672,0.993265993265993,0.988215488215488,0.476454293628809,0.472527472527472,0.475027781207556,0.495821727019499,0.5,0.497252747252747,0.799373040752351,0.80188679245283,0.79874213836478
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.72916667 0.59722222 0.69444444 0.70422535],0.610878661087866,0.615062761506276,0.68561872909699,0.722786647314949,0.693593314763231,0.733983286908078,0.604255319148936,0.546153846153846,0.617113620324629,0.553398058252427,0.471074380165289,0.616893122286034,0.667256637168141,0.618032786885246,0.68700274156549
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svd,16,184,200,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.66386555 0.64285714 0.60084034 0.59243697 0.61864407],0.561111111111111,0.588888888888889,0.639937106918239,0.685383980181668,0.698653198653199,0.679292929292929,0.5,0.448863636363636,0.558670948616601,0.572254335260116,0.538043478260869,0.590044466403162,0.633208756006407,0.621593291404612,0.639937106918239
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166,10, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65416667 0.61764706 0.63445378 0.6302521  0.63445378],0.592178770949721,0.61731843575419,0.834905660377359,0.973109243697479,0.971476510067114,0.973154362416107,0.682608695652174,0.872222222222222,0.590605493133583,0.692134831460674,0.865168539325843,0.618695380774033,0.84964200477327,0.932914046121593,0.834905660377359
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200,6, low_bits_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.53472222 0.57638889 0.625      0.51408451 0.53521127],0.57563025210084,0.546218487394958,0.812080536912752,0.978601997146933,0.958100558659218,0.979050279329609,0.566523605150215,0.55,0.575847457627119,0.553719008264463,0.567796610169492,0.546398305084746,0.80952380952381,0.798657718120805,0.812080536912752
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170,8, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.671875   0.71875    0.66145833 0.640625   0.703125  ],0.5125,0.55,0.730625,0.864248704663213,0.86875,0.863541666666667,0.527272727272727,0.517857142857143,0.512218045112782,0.544303797468354,0.551282051282051,0.550031269543465,0.732464307883302,0.733830845771144,0.730608890222256
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.81770833 0.73958333 0.77604167 0.734375   0.68947368],0.561128526645768,0.536050156739812,0.804511278195489,0.974736842105263,0.966597077244259,0.974947807933194,0.6,0.652173913043478,0.560264171711613,0.579545454545455,0.671052631578947,0.542113142136779,0.811138014527845,0.845959595959596,0.804820593999698
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166,10, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.525      0.525      0.57083333 0.5875     0.47478992],0.538028169014084,0.476056338028169,0.550314465408805,0.576666666666667,0.57762938230384,0.575959933222037,0.579487179487179,0.60427807486631,0.534281894576012,0.474576271186441,0.5,0.477272727272727,0.558641975308642,0.569182389937107,0.550314465408805
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166,10, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.52083333 0.49166667 0.52916667 0.5        0.5875    ],0.525423728813559,0.536723163841808,0.530922431865828,0.603241719520789,0.713333333333333,0.530833333333333,0.590243902439024,0.672222222222222,0.522892720306513,0.585858585858586,0.666666666666667,0.538888888888889,0.597752808988764,0.69706498951782,0.530922431865828
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170,8, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.52631579 0.56842105 0.53157895 0.54210526 0.45744681],0.54746835443038,0.534810126582278,0.539873417721519,0.592730661696179,0.670886075949367,0.539029535864979,0.608219178082192,0.672727272727273,0.54166164960867,0.555891238670695,0.61744966442953,0.539263754370454,0.589033352176371,0.661167512690355,0.540179715941137
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.5625     0.53125    0.53125    0.5        0.55789474],0.50314465408805,0.484276729559748,0.797738693467337,1,1,1,0.496815286624204,0.484472049689441,0.503382521660007,0.477707006369427,0.528169014084507,0.488516325224072,0.796717171717172,0.807938540332906,0.797927346615282
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_3_svdn,8,192,200, zones, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.44097222 0.52097902 0.52097902 0.53496503 0.48251748],0.491596638655462,0.5,0.869496855345912,0.993728222996516,0.995810055865922,0.993715083798883,0.502057613168724,0.484126984126984,0.492063492063492,0.493617021276596,0.517857142857143,0.500992063492063,0.86983795086252,0.872117400419287,0.869496855345912
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.67132867 0.60839161 0.6013986  0.63986014 0.67132867],0.569037656903766,0.623430962343096,0.654088050314465,0.656364974245769,0.623776223776224,0.673426573426573,0.599221789883268,0.636363636363636,0.568181818181818,0.64,0.677966101694915,0.624107017789606,0.646302250803859,0.632075471698113,0.654088050314465
svm_model_N32_B134_E166_nb_zones_12_lab_svd,32,134,166,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.68881119 0.75874126 0.67832168 0.71678322 0.74647887],0.608333333333333,0.583333333333333,0.756289308176101,0.807937632884479,0.798319327731092,0.810224089635854,0.656934306569343,0.75,0.608333333333333,0.657534246575343,0.8,0.583333333333333,0.764795144157815,0.792452830188679,0.756289308176101
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,1188,396,396,0.6,0.2,0.2, [0.47478992 0.54621849 0.53781513 0.52521008 0.48728814],0.502777777777778,0.497222222222222,0.807127882599581,0.993277310924369,0.994949494949495,0.993265993265993,0.50415512465374,0.502762430939227,0.502777863514306,0.490140845070423,0.486033519553073,0.497160406185376,0.806925498426023,0.806079664570231,0.80712788259958
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.54166667 0.52083333 0.50833333 0.5125     0.52521008],0.552112676056338,0.487323943661972,0.814465408805031,0.989193682460515,0.993322203672788,0.98914858096828,0.564383561643836,0.572222222222222,0.551825396825397,0.477011494252874,0.474285714285714,0.487142857142857,0.815240083507307,0.818658280922432,0.814465408805031
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.80208333 0.80208333 0.765625   0.8125     0.76041667],0.525,0.56875,0.805,0.976694915254237,0.960416666666667,0.977083333333333,0.568181818181818,0.617283950617284,0.523831848726363,0.634920634920635,0.736196319018405,0.565550388808565,0.813620071684588,0.845962732919255,0.804742372748935
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,1200,400,400,0.6,0.2,0.2, [0.475      0.5625     0.42083333 0.5125     0.5375    ],0.545197740112994,0.494350282485876,0.817085953878407,0.992481203007519,0.99,0.9925,0.556473829201102,0.567415730337079,0.545071501532176,0.495774647887324,0.5,0.49438202247191,0.817754569190601,0.820754716981132,0.817085953878407
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53496503 0.54895105 0.55594406 0.53496503 0.51398601],0.644351464435146,0.556485355648536,0.888888888888889,0.985200845665962,0.977622377622378,0.985314685314685,0.650205761316872,0.675213675213675,0.644983886787166,0.558333333333333,0.549180327868853,0.556641445985708,0.888538380651945,0.885744234800839,0.888888888888889
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.6056338  0.58450704 0.66901408 0.70422535 0.56338028],0.652542372881356,0.601694915254237,0.825719120135364,0.958677685950413,0.980281690140845,0.957746478873239,0.709219858156028,0.78740157480315,0.641407209419923,0.661870503597122,0.779661016949153,0.601694915254237,0.839813374805599,0.9,0.824570446735395
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.54861111 0.50694444 0.47183099 0.52816901 0.58450704],0.533613445378151,0.57563025210084,0.805882352941176,0.973201692524683,0.966386554621849,0.973389355742297,0.458536585365854,0.427272727272727,0.526136363636364,0.502463054187192,0.432203389830509,0.574435028248588,0.79319606087735,0.757264957264957,0.805078759624214
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.578125   0.57894737 0.57368421 0.56315789 0.62105263],0.539432176656151,0.529968454258675,0.791298865069357,0.961864406779661,0.953781512605042,0.96218487394958,0.519736842105263,0.49685534591195,0.539566913462304,0.517799352750809,0.470588235294118,0.534613845538215,0.787411689145793,0.761490683229814,0.791756865302487
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_svdn,16,184,200,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.46354167 0.5        0.44791667 0.44791667 0.51041667],0.553125,0.471875,0.798125,0.988529718456726,0.9875,0.988541666666667,0.551724137931034,0.567741935483871,0.553567937438905,0.473520249221184,0.493506493506493,0.472656861211078,0.797998749218261,0.808618504435995,0.798267328666826
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.58823529 0.57563025 0.54201681 0.59322034],0.602777777777778,0.552777777777778,0.808176100628931,0.947368421052632,0.939393939393939,0.947811447811448,0.562691131498471,0.494623655913979,0.60650723025584,0.507645259938838,0.477011494252874,0.550333704115684,0.800218340611354,0.768343815513627,0.808176100628931
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.68067227 0.63865546 0.62184874 0.6440678 ],0.611111111111111,0.502777777777778,0.784067085953878,0.92191435768262,0.924242424242424,0.921717171717172,0.658536585365854,0.703125,0.60453869047619,0.537467700258398,0.619047619047619,0.510044642857143,0.792756539235413,0.825995807127883,0.784067085953878
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.66083916 0.70629371 0.67832168 0.71126761],0.633333333333333,0.633333333333333,0.873689727463312,0.953998584571833,0.943977591036414,0.954481792717087,0.642276422764228,0.6171875,0.634486607142857,0.617391304347826,0.633928571428571,0.633370535714286,0.872419269454738,0.863731656184486,0.873689727463312
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.62937063 0.64335664 0.61538462 0.56293706 0.68661972],0.579166666666667,0.516666666666667,0.823375262054507,0.915373765867419,0.908963585434173,0.915966386554622,0.591093117408907,0.588709677419355,0.578837597330367,0.532258064516129,0.568965517241379,0.518353726362625,0.823836905384213,0.825995807127883,0.823375262054507
svm_model_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.74125874 0.78321678 0.72377622 0.70629371 0.75352113],0.5875,0.520833333333333,0.724318658280922,0.768888888888889,0.726890756302521,0.781512605042017,0.459016393442623,0.362068965517241,0.580228031145717,0.41025641025641,0.32258064516129,0.527669632925473,0.695601851851852,0.629979035639413,0.724318658280922
ensemble_model_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.65       0.68487395 0.68067227 0.67226891],0.588235294117647,0.624649859943978,0.792976939203354,0.901384083044983,0.872696817420435,0.904522613065327,0.644067796610169,0.755681818181818,0.590548091411351,0.686915887850467,0.812154696132597,0.621986438975389,0.802203304957436,0.839622641509434,0.792976939203354
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svd,16,184,200,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65966387 0.62605042 0.69747899 0.62184874 0.62184874],0.534818941504178,0.498607242339833,0.792976939203354,0.958333333333333,0.927731092436975,0.959663865546219,0.597590361445783,0.704545454545455,0.538065076999503,0.587155963302752,0.699453551912568,0.494613139592648,0.802795806290564,0.842767295597484,0.792976939203354
ensemble_model_N40_B130_E170_nb_zones_10_lab_svd,40,130,170,10, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.72916667 0.7375     0.73333333 0.75833333 0.75210084],0.642253521126761,0.653521126760563,0.866876310272536,0.996649916247906,0.993322203672788,0.996661101836394,0.644257703081233,0.638888888888889,0.642301587301587,0.65546218487395,0.668571428571429,0.653730158730159,0.866876310272536,0.866876310272536,0.866876310272537
svm_model_N16_B184_E200_nb_zones_6_low_bits_2_svdn,16,184,200,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.45833333 0.5625     0.48591549 0.51408451 0.53521127],0.474789915966386,0.512605042016807,0.501680672268908,0.038251366120219,0.019607843137255,0.507002801120448,0,0,0.495614035087719,0,0,0.5,0.023064250411862,0.011725293132328,0.50333313560495
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.44405594 0.51398601 0.53146853 0.51748252 0.48943662],0.491666666666667,0.4375,0.54559748427673,0.576976421636616,0.582633053221289,0.572829131652661,0.5,0.544642857142857,0.494977678571429,0.498141263940521,0.5234375,0.431361607142857,0.556521739130435,0.570230607966457,0.545597484276729
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170,8, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67368421 0.68947368 0.7        0.66315789 0.64210526],0.534810126582278,0.537974683544304,0.755372945638432,0.899786780383795,0.888421052631579,0.901052631578947,0.614173228346457,0.806896551724138,0.5554950594878,0.627551020408163,0.740963855421687,0.52714859437751,0.773816481589714,0.842239185750636,0.755918587850192
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.67361111 0.75352113 0.62676056 0.6971831  0.62676056],0.641350210970464,0.582278481012658,0.810286677908938,0.942008486562942,0.935393258426966,0.942415730337079,0.638297872340426,0.652173913043478,0.641660727013542,0.623574144486692,0.666666666666667,0.578947368421052,0.813278008298755,0.824915824915825,0.810261966511967
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdn,26,137,163,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.54545455 0.50699301 0.53496503 0.53169014],0.558333333333333,0.516666666666667,0.540356394129979,0.560697518443997,0.585434173669468,0.541316526610644,0.56198347107438,0.571428571428571,0.558441558441558,0.553846153846154,0.59504132231405,0.516008056115008,0.559959859508279,0.584905660377358,0.540356394129979
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdn,40,130,170,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55729167 0.48958333 0.52083333 0.515625   0.52631579],0.5141065830721,0.4858934169279,0.539473684210526,0.498795180722892,0.432150313152401,0.565762004175365,0.428044280442805,0.384105960264901,0.507529170608641,0.438356164383562,0.369942196531792,0.496614933882334,0.472361809045226,0.409713574097136,0.5402918437951
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,1200,400,400,0.6,0.2,0.2, [0.76666667 0.67916667 0.67083333 0.6625     0.69166667],0.485875706214689,0.505649717514124,0.773060796645702,0.936454849498328,0.933333333333333,0.936666666666667,0.48876404494382,0.533742331288344,0.489384254649407,0.56575682382134,0.596858638743455,0.497815822439212,0.778516624040921,0.79769392033543,0.773060796645702
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.5        0.46354167 0.52604167 0.52604167 0.58421053],0.5141065830721,0.539184952978056,0.81077694235589,1,1,1,0.47098976109215,0.46,0.511065088757396,0.55045871559633,0.517241379310345,0.541379310344828,0.808618504435995,0.794520547945205,0.810879441690131
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.50526316 0.55789474 0.56315789 0.52105263 0.54210526],0.487341772151899,0.493670886075949,0.79646017699115,1,1,1,0.512048192771084,0.524691358024691,0.48637165303832,0.5,0.493827160493827,0.49366682700016,0.799001248439451,0.801001251564455,0.796413780316072
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.78645833 0.81770833 0.72395833 0.76041667 0.80208333],0.625,0.596875,0.82375,0.965372507869885,0.958333333333333,0.965625,0.644970414201183,0.664634146341463,0.623983739837398,0.574257425742574,0.537037037037037,0.597632442569152,0.823086574654956,0.813895781637717,0.823824465126163
svm_model_N16_B184_E200_nb_zones_8_low_bits_3_svdn,16,184,200,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.58333333 0.53645833 0.5        0.54210526 0.57894737],0.487421383647799,0.5,0.608805031446541,0.701195219123506,0.737945492662474,0.685534591194968,0.553424657534247,0.573863636363636,0.477072663252241,0.504672897196262,0.551020408163265,0.503580379520229,0.631952662721893,0.6675,0.608433544303797
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163,12, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.53819444 0.51041667 0.48601399 0.54545455 0.52797203],0.481012658227848,0.50210970464135,0.873689727463312,1,1,1,0.476595744680851,0.491228070175439,0.481386392811297,0.482456140350877,0.447154471544715,0.504278990158323,0.872957301001581,0.867924528301887,0.873689727463312
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_2_svdn,16,184,200,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.45833333 0.48591549 0.5        0.54225352],0.504201680672269,0.53781512605042,0.808403361344538,1,1,1,0.531746031746032,0.563025210084034,0.504201680672269,0.552845528455285,0.623853211009174,0.544484745039471,0.811881188118812,0.841025641025641,0.808942572578936
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_svdn,16,184,200, zones, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.46354167 0.47395833 0.53645833 0.51041667 0.53125   ],0.503125,0.478125,0.78875,0.9875,0.9875,0.9875,0.510769230769231,0.535483870967742,0.504105571847507,0.48297213622291,0.481481481481482,0.478082512892639,0.789800995024876,0.796737766624843,0.788779842216531
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdne,32,134,166,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.67916667 0.65416667 0.62605042 0.66806723 0.66806723],0.563025210084034,0.591036414565826,0.65146750524109,0.68241469816273,0.653266331658292,0.695979899497488,0.573770491803279,0.603448275862069,0.564019219898248,0.623711340206185,0.66120218579235,0.589221782551347,0.649446494464945,0.645702306079665,0.65146750524109
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166,10, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.69166667 0.70416667 0.75416667 0.69747899 0.74789916],0.578651685393258,0.603932584269663,0.69706498951782,0.737899543378995,0.675585284280936,0.760033444816053,0.563953488372093,0.515957446808511,0.582383485309017,0.571428571428571,0.55952380952381,0.601570415400203,0.673076923076923,0.623689727463312,0.69706498951782
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166,10, low_bits_5, svdne,1200,400,400,0.6,0.2,0.2, [0.74166667 0.78333333 0.77083333 0.75416667 0.74583333],0.562146892655367,0.576271186440678,0.716457023060797,0.779026217228464,0.693333333333333,0.803333333333333,0.485049833887043,0.419540229885058,0.559770114942529,0.489795918367347,0.4,0.579310344827586,0.674684305472039,0.588050314465409,0.716457023060797
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.55944056 0.62937063 0.57692308 0.6048951  0.56690141],0.575,0.575,0.856918238993711,0.951646811492642,0.950980392156863,0.951680672268908,0.536363636363636,0.52212389380531,0.572085568949899,0.548672566371681,0.488188976377953,0.580377674029684,0.854244527495996,0.838574423480084,0.856918238993711
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52916667 0.49583333 0.50833333 0.54201681 0.50420168],0.528089887640449,0.502808988764045,0.819182389937107,1,1,1,0.525423728813559,0.53757225433526,0.528348968697685,0.512396694214876,0.508196721311475,0.502653273950535,0.819654992158913,0.821802935010482,0.819182389937107
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.54621849 0.5210084  0.53781513 0.52118644],0.502777777777778,0.552777777777778,0.821802935010482,1,1,1,0.525198938992042,0.523809523809524,0.501670843776107,0.556473829201102,0.590643274853801,0.55458089668616,0.823651452282158,0.832285115303983,0.821802935010482
svm_model_N16_B184_E200_nb_zones_10_low_bits_5_svdn,16,184,200,10, low_bits_5, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.54201681 0.54201681 0.51680672 0.58823529 0.46218487],0.504178272980501,0.518105849582173,0.537211740041929,0.516363636363636,0.477310924369748,0.552941176470588,0.5,0.478494623655914,0.505143265585182,0.483582089552239,0.468208092485549,0.516362110758904,0.506979341150196,0.475890985324948,0.537211740041929
svm_model_N16_B184_E200_nb_zones_10_low_bits_6_svdn,16,184,200,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.5875     0.49166667 0.53361345 0.50840336 0.44537815],0.535014005602241,0.484593837535014,0.586477987421384,0.605570530098832,0.564489112227806,0.632328308207705,0.453947368421053,0.423312883435583,0.526089431408513,0.461988304093567,0.407216494845361,0.491951805704889,0.551449687322342,0.508385744234801,0.586477987421384
ensemble_model_v2_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.62083333 0.65       0.64285714 0.6302521  0.64285714],0.630252100840336,0.627450980392157,0.798218029350105,0.899665551839465,0.901172529313233,0.899497487437186,0.609467455621302,0.559782608695652,0.63249246041719,0.588235294117647,0.549132947976879,0.625109952249309,0.792676359719979,0.771488469601677,0.798218029350105
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.52430556 0.56944444 0.53496503 0.50699301 0.47202797],0.481012658227848,0.586497890295359,0.85272536687631,0.957567185289958,0.944211994421199,0.9581589958159,0.467532467532467,0.432,0.483857142857143,0.584745762711864,0.616071428571429,0.588035714285714,0.850611376927166,0.838574423480084,0.85272536687631
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170,8, low_bits_2, svd,960,320,320,0.6,0.2,0.2, [0.72395833 0.66145833 0.71354167 0.73958333 0.64583333],0.503125,0.55,0.655625,0.736170212765957,0.720833333333333,0.741666666666667,0.522522522522523,0.557692307692308,0.504455909943715,0.54140127388535,0.527950310559006,0.550138677292082,0.652804032766226,0.649937264742785,0.655603750677744
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.66315789 0.71052632 0.63684211 0.63157895 0.68617021],0.531645569620253,0.493670886075949,0.781012658227848,0.959488272921109,0.949367088607595,0.959915611814346,0.55421686746988,0.575,0.531089743589744,0.529411764705882,0.542168674698795,0.491084337349398,0.785093167701863,0.79,0.780897435897436
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_2_svdn,16,184,200, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.41666667 0.57042254 0.48591549 0.44366197],0.504201680672269,0.403361344537815,0.777310924369748,0.99302649930265,0.997198879551821,0.992997198879552,0.5,0.504273504273504,0.504202867839231,0.418032786885246,0.435897435897436,0.403899131171858,0.778613199665831,0.788494077834179,0.777385603190879
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163,12, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.65625    0.70486111 0.64236111 0.63541667 0.61538462],0.565957446808511,0.531914893617021,0.824947589098533,0.917567567567568,0.944367176634214,0.915159944367176,0.536363636363636,0.483606557377049,0.569236907007109,0.476190476190476,0.442477876106195,0.528615987233425,0.825130890052356,0.825995807127883,0.824947589098533
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62083333 0.6375     0.62083333 0.64166667 0.6092437 ],0.569014084507042,0.569014084507042,0.793501048218029,0.925675675675675,0.914858096828047,0.926544240400668,0.589812332439678,0.604395604395604,0.568093755955028,0.57617728531856,0.601156069364162,0.56980880391285,0.794577685088634,0.79874213836478,0.793501048218029
ensemble_model_N32_B134_E166_nb_zones_12_lab_svd,32,134,166,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.70486111 0.70138889 0.76223776 0.6993007  0.75874126],0.658227848101266,0.645569620253165,0.863207547169811,0.93103448275862,0.903765690376569,0.933054393305439,0.636771300448431,0.591666666666667,0.659081196581197,0.621621621621622,0.58974358974359,0.644871794871795,0.857920522591181,0.825995807127883,0.863207547169811
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_3_svdn,16,184,200,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.59895833 0.515625   0.453125   0.5        0.51578947],0.489028213166144,0.510971786833856,0.794486215538847,0.990575916230366,0.987473903966597,0.990605427974948,0.465573770491803,0.470198675496689,0.488075528224535,0.496774193548387,0.478260869565217,0.511282333516786,0.791082802547771,0.785082174462705,0.79440444126862
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200,8, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.56842105 0.58947368 0.59473684 0.6       ],0.518987341772152,0.528481012658228,0.63653603034134,0.714583333333333,0.722105263157895,0.711578947368421,0.527950310559006,0.570469798657718,0.521761845436643,0.584958217270195,0.62874251497006,0.522424948760198,0.649603900060938,0.673830594184576,0.63653603034134
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdn,40,130,170,8, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.56842105 0.52105263 0.53157895 0.55789474 0.53191489],0.522151898734177,0.541139240506329,0.812658227848101,1,1,1,0.514469453376206,0.54421768707483,0.523588133478243,0.572271386430678,0.587878787878788,0.538972506522175,0.81476846057572,0.82824427480916,0.812736746976369
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.55729167 0.55789474 0.53684211 0.56315789],0.518867924528302,0.515723270440252,0.548427672955975,0.372519083969466,0.255765199161426,0.569182389937107,0.28169014084507,0.184049079754601,0.527508410845043,0.266666666666667,0.17283950617284,0.522317188983856,0.333951762523191,0.224438902743142,0.551305745787815
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.51052632 0.52631579 0.45789474 0.55263158 0.50531915],0.455696202531646,0.5,0.791139240506329,1,1,1,0.445161290322581,0.448051948051948,0.455507455507455,0.490322580645161,0.472049689440994,0.500540973752755,0.789540816326531,0.784537389100127,0.791130894297219
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.48947368 0.47894737 0.53157895 0.5        0.5212766 ],0.496835443037975,0.518987341772152,0.800632911392405,0.9957805907173,0.9957805907173,0.9957805907173,0.475247524752475,0.47682119205298,0.495986353602248,0.518987341772152,0.525641025641026,0.519070512820513,0.798978940650925,0.801536491677337,0.800643089393111
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svd,40,130,170, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.67083333 0.74583333 0.77310924 0.71848739 0.72268908],0.658263305322129,0.591036414565826,0.809748427672956,0.919695688926458,0.911222780569514,0.920435510887772,0.655367231638418,0.644444444444444,0.658380414312618,0.582857142857143,0.576271186440678,0.590913370998117,0.807631160572337,0.79874213836478,0.809748427672956
ensemble_model_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.70486111 0.67708333 0.6958042  0.70629371 0.7027972 ],0.645569620253165,0.594936708860759,0.871593291404612,0.953933380581148,0.938633193863319,0.954672245467224,0.671875,0.716666666666667,0.64465811965812,0.616,0.658119658119658,0.595726495726496,0.872196139801773,0.876310272536688,0.871593291404612
svm_model_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200,6, low_bits_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.57746479 0.64084507 0.6056338  0.55633803 0.61971831],0.610169491525424,0.597457627118644,0.60575296108291,0.586666666666667,0.557746478873239,0.607042253521127,0.669064748201439,0.762295081967213,0.604831751509922,0.612244897959184,0.721153846153846,0.610576923076923,0.6110183639399,0.629948364888124,0.606155546836741
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.63286713 0.62587413 0.64685315 0.65034965 0.66197183],0.516666666666667,0.525,0.817610062893082,0.916312056737588,0.904761904761905,0.917366946778711,0.560606060606061,0.578125,0.512276785714286,0.551181102362205,0.625,0.53125,0.819502074688797,0.828092243186583,0.817610062893082
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163,12, low_bits_4, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.51041667 0.48958333 0.47916667 0.48611111 0.47902098],0.514893617021277,0.506382978723404,0.519916142557652,0.465732087227414,0.415855354659249,0.522948539638387,0.435643564356436,0.369747899159664,0.51677050130397,0.436893203883495,0.387931034482759,0.504889886989279,0.458628841607565,0.406708595387841,0.519916142557652
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdne,32,134,166,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.72268908 0.71428571 0.67647059 0.72689076 0.75      ],0.527777777777778,0.561111111111111,0.813417190775681,0.976311336717428,0.971380471380471,0.976430976430976,0.554973821989529,0.609195402298851,0.530404152762329,0.590673575129534,0.612903225806452,0.559325176121617,0.817435897435897,0.835429769392034,0.813417190775681
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.71666667 0.70833333 0.70588235 0.75210084 0.73529412],0.549019607843137,0.568627450980392,0.801362683438155,0.945945945945946,0.938023450586265,0.946398659966499,0.546478873239437,0.577380952380952,0.550595238095238,0.579234972677596,0.560846560846561,0.569113756613757,0.801049868766404,0.79979035639413,0.801362683438155
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166,10, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49166667 0.46218487 0.48739496 0.48739496 0.46638655],0.432960893854749,0.519553072625698,0.550314465408805,0.58469475494411,0.570469798657718,0.594798657718121,0.440771349862259,0.412371134020619,0.434844103595675,0.497076023391813,0.518292682926829,0.51945561981393,0.5406852248394,0.529350104821803,0.550314465408805
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166,10, low_bits_5, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.75       0.75       0.775      0.73333333 0.79831933],0.554929577464789,0.487323943661972,0.786163522012579,0.942078364565588,0.923205342237062,0.943238731218698,0.524096385542169,0.527272727272727,0.55311004784689,0.497237569060774,0.473684210526316,0.488357256778309,0.781584582441113,0.765199161425577,0.786163522012579
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.65625    0.69473684 0.65263158 0.7        0.68947368],0.536277602523659,0.564668769716088,0.779949558638083,0.933609958506224,0.945378151260504,0.932773109243698,0.542056074766355,0.54375,0.536206210191083,0.536912751677852,0.496894409937888,0.565754897276636,0.779532533164877,0.774153074027603,0.779978945125335
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.61458333 0.625      0.67708333 0.65789474],0.608150470219436,0.554858934169279,0.797619047619048,0.942028985507246,0.949895615866388,0.941544885177453,0.613003095975232,0.592814371257485,0.608907185628742,0.561728395061728,0.554878048780488,0.554858379228954,0.799752014879107,0.796296296296296,0.797639242295731
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.63194444 0.65277778 0.56944444 0.61267606],0.585774058577406,0.569037656903766,0.826086956521739,0.991596638655462,0.986072423398329,0.991643454038997,0.49746192893401,0.441441441441441,0.576189470720721,0.449197860962567,0.35,0.569957983193277,0.810564663023679,0.754237288135593,0.825138446047995
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_3_svdn,16,184,200, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.55208333 0.49479167 0.50526316 0.51578947 0.47368421],0.512578616352201,0.459119496855346,0.776100628930818,0.96969696969697,0.972746331236897,0.969601677148847,0.523076923076923,0.508982035928144,0.512769163659436,0.4625,0.474358974358974,0.459401709401709,0.777777777777778,0.77875,0.776083860759494
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdn,26,137,163,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.52097902 0.53846154 0.55244755 0.57746479],0.441666666666667,0.475,0.863731656184486,1,1,1,0.441666666666667,0.469026548672566,0.443174691659118,0.487804878048781,0.47244094488189,0.47515852553829,0.864158829676071,0.866876310272536,0.863731656184486
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170,8, low_bits_3, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.54166667 0.53125    0.5        0.58333333 0.54736842],0.592476489028213,0.557993730407524,0.572681704260652,0.574974146845915,0.580375782881002,0.57098121085595,0.583333333333333,0.572327044025157,0.592413522012579,0.602816901408451,0.622093023255814,0.552543110267363,0.582619339045288,0.587654320987654,0.5724531146923
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.54895105 0.54545455 0.57342657 0.59440559 0.55633803],0.570833333333333,0.541666666666667,0.835953878406709,0.929378531073446,0.92156862745098,0.929971988795518,0.550218340611354,0.538461538461538,0.57004377736085,0.545454545454546,0.536585365853659,0.541796956431103,0.834128245892952,0.824947589098533,0.835953878406709
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_5_svdn,16,184,200,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5        0.52083333 0.49166667 0.5        0.47478992],0.48876404494382,0.544943820224719,0.816037735849057,0.994171523730225,0.998327759197324,0.994147157190635,0.482954545454546,0.456989247311828,0.490259329538267,0.531791907514451,0.541176470588235,0.544781783681214,0.815165876777251,0.811320754716981,0.816037735849057
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.50840336 0.50840336 0.55462185 0.52941176 0.56779661],0.558333333333333,0.5,0.817085953878407,0.991582491582492,0.991582491582492,0.991582491582492,0.544412607449857,0.539772727272727,0.557929841897233,0.508196721311475,0.505434782608696,0.499876482213439,0.816605359957961,0.814465408805031,0.817085953878407
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.46666667 0.475      0.54201681 0.51260504 0.52521008],0.549019607843137,0.521008403361345,0.820230607966457,0.990764063811923,0.988274706867672,0.990787269681742,0.533333333333333,0.534883720930232,0.548522941546197,0.48955223880597,0.443243243243243,0.52394720301697,0.816675574559059,0.80083857442348,0.820230607966457
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_6_svdn,16,184,200,10, low_bits_6, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.46666667 0.45416667 0.5        0.52941176 0.42857143],0.491573033707865,0.5,0.807127882599581,0.992443324937028,0.988294314381271,0.99247491638796,0.504109589041096,0.497297297297297,0.491338707128181,0.497175141242938,0.514619883040936,0.500553184763711,0.807329842931937,0.808176100628931,0.807127882599581
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170,8, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.72395833 0.72395833 0.70526316 0.76842105 0.74210526],0.588050314465409,0.584905660377358,0.716352201257862,0.804573804573805,0.811320754716981,0.80293501048218,0.644986449864499,0.772727272727273,0.593680709534368,0.635359116022099,0.672514619883041,0.577753908580976,0.733608978145304,0.77431421446384,0.715837310277605
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170,8, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.78645833 0.77083333 0.77894737 0.71052632],0.578616352201258,0.550314465408805,0.760050251256281,0.889123548046462,0.880753138075314,0.890167364016736,0.593939393939394,0.604938271604938,0.578110161443495,0.583090379008746,0.617283950617284,0.549026590693257,0.764197530864197,0.771820448877805,0.759960857350295
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.49300699 0.48601399 0.43006993 0.53521127],0.529166666666667,0.520833333333333,0.880503144654088,1,1,1,0.510822510822511,0.4609375,0.534040178571429,0.479638009049774,0.473214285714286,0.517857142857143,0.878723404255319,0.865828092243187,0.880503144654088
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdn,16,184,200,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.53333333 0.56722689 0.55462185 0.5        0.52941176],0.519553072625698,0.511173184357542,0.536163522012579,0.609579100145138,0.704697986577181,0.548657718120805,0.59047619047619,0.692737430167598,0.519553072625698,0.578313253012048,0.670391061452514,0.511173184357542,0.600090375056484,0.69601677148847,0.536163522012579
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.51041667 0.53645833 0.55729167 0.53157895 0.5       ],0.578616352201258,0.493710691823899,0.812814070351759,0.996865203761756,0.997907949790795,0.996861924686192,0.562091503267974,0.544303797468354,0.578401898734177,0.504615384615385,0.535947712418301,0.495246583481878,0.812342569269521,0.817490494296578,0.812854836189385
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.56293706 0.49300699 0.48601399 0.47552448 0.53169014],0.475,0.466666666666667,0.864779874213837,0.997191011235955,0.994397759103642,0.997198879551821,0.487804878048781,0.47244094488189,0.47515852553829,0.412844036697248,0.398230088495575,0.462894571806843,0.863347457627119,0.854297693920335,0.864779874213836
svm_model_N8_B192_E200_nb_zones_12_low_bits_2_svdn,8,192,200,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.50347222 0.48251748 0.4965035  0.51048951],0.540084388185654,0.49789029535865,0.529874213836478,0.510607168983175,0.486750348675035,0.53347280334728,0.528138528138528,0.5,0.541304347826087,0.42512077294686,0.382608695652174,0.494583036350677,0.503047091412742,0.475890985324948,0.529874213836478
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.48958333 0.484375   0.515625   0.52083333 0.46354167],0.475,0.478125,0.790625,1,1,1,0.458064516129032,0.458064516129032,0.474486803519062,0.492401215805471,0.460227272727273,0.480113636363636,0.790494058786742,0.779284833538841,0.790783101180067
svm_model_N16_B184_E200_nb_zones_12_lab_svd,16,184,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.63986014 0.65734266 0.61538462 0.64685315 0.66549296],0.733333333333333,0.645833333333333,0.661949685534591,0.627627627627628,0.585434173669468,0.65266106442577,0.689320388349515,0.596638655462185,0.732203625251753,0.568527918781726,0.462809917355372,0.647371345232308,0.628242074927954,0.571278825995807,0.661949685534591
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,720,240,240,0.6,0.2,0.2, [0.65972222 0.59027778 0.59722222 0.59722222 0.625     ],0.5125,0.566666666666667,0.789166666666667,0.955182072829131,0.947222222222222,0.955555555555556,0.502127659574468,0.487603305785124,0.512709215917772,0.514018691588785,0.458333333333333,0.566666666666667,0.782459157351677,0.757071547420965,0.789220247834022
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.60526316 0.58421053 0.60526316 0.6        0.61702128],0.544303797468354,0.5,0.774050632911392,0.940796555435952,0.921940928270042,0.941983122362869,0.506849315068493,0.474358974358974,0.543429487179487,0.512345679012346,0.5,0.5,0.768932038834951,0.746231155778894,0.774263537073121
svm_model_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.66842105 0.7        0.57368421 0.59473684],0.560126582278481,0.579113924050633,0.61378002528445,0.620380739081747,0.583157894736842,0.643157894736842,0.612813370473538,0.714285714285714,0.563932980599647,0.647214854111406,0.767295597484277,0.577915314665705,0.624923265807244,0.645939086294416,0.613901533071641
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.62587413 0.58391608 0.63986014 0.64335664 0.56338028],0.591666666666667,0.595833333333333,0.836477987421384,0.918918918918919,0.928571428571429,0.918067226890756,0.62015503875969,0.62992125984252,0.5892969131071,0.60082304526749,0.646017699115044,0.598599400738624,0.839506172839506,0.855345911949686,0.836477987421384
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.73958333 0.68229167 0.61458333 0.703125   0.69473684],0.5141065830721,0.58307210031348,0.800125313283208,0.967539267015707,0.964509394572025,0.967640918580376,0.507936507936508,0.46242774566474,0.518885105709082,0.546075085324232,0.519480519480519,0.580952380952381,0.795905310300704,0.771712158808933,0.800413041429783
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svd,32,134,166, zones, lab, svd,1434,478,478,0.6,0.2,0.2, [0.70486111 0.70486111 0.77272727 0.72377622 0.6993007 ],0.594936708860759,0.590717299578059,0.871593291404612,0.963483146067416,0.95676429567643,0.963737796373779,0.567567567567568,0.525,0.595833333333333,0.58008658008658,0.572649572649573,0.590491452991453,0.869472562599893,0.855345911949686,0.871593291404612
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.68881119 0.65734266 0.75174825 0.68181818 0.72535211],0.666666666666667,0.670833333333333,0.864779874213837,0.931106471816284,0.936974789915966,0.930672268907563,0.642857142857143,0.610169491525424,0.66574048346763,0.651982378854625,0.60655737704918,0.6719227563212,0.863347457627119,0.854297693920335,0.864779874213836
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.7875     0.74583333 0.71428571 0.76890756 0.70588235],0.521008403361345,0.515406162464986,0.784067085953878,0.941780821917808,0.921273031825796,0.943048576214405,0.562659846547315,0.597826086956522,0.518566222669012,0.55297157622739,0.61849710982659,0.518487685348077,0.788283658787256,0.80398322851153,0.784067085953878
svm_model_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170,10, lab, svdn,1200,400,400,0.6,0.2,0.2, [0.53333333 0.52916667 0.51666667 0.52083333 0.5375    ],0.466101694915254,0.480225988700565,0.70125786163522,0.838126540673788,0.85,0.835833333333333,0.482191780821918,0.473118279569893,0.465725806451613,0.468208092485549,0.482142857142857,0.480318740399386,0.704356846473029,0.711740041928721,0.70125786163522
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.81666667 0.79166667 0.78151261 0.74789916 0.77731092],0.610644257703081,0.633053221288515,0.840670859538784,0.97098976109215,0.953098827470687,0.971524288107203,0.592375366568915,0.545945945945946,0.61308925204274,0.589341692789969,0.546511627906977,0.630012570710245,0.834061135371179,0.80083857442348,0.840670859538784
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.77916667 0.77731092 0.71848739 0.71428571 0.74789916],0.511173184357542,0.522346368715084,0.794549266247379,0.961148648648649,0.954697986577181,0.961409395973154,0.535809018567639,0.551912568306011,0.51024199843872,0.541554959785523,0.577142857142857,0.523544106167057,0.797311271975181,0.808176100628931,0.79454926624738
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.77604167 0.75263158 0.76842105 0.74736842 0.76842105],0.548895899053628,0.589905362776025,0.802017654476671,0.956521739130435,0.947478991596639,0.956932773109244,0.608219178082192,0.660714285714286,0.541766538830297,0.622093023255814,0.652439024390244,0.587657420691854,0.809927360774818,0.827970297029703,0.801517282190944
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55729167 0.578125   0.53645833 0.50526316 0.55789474],0.540880503144654,0.528301886792453,0.814070351758794,1,1,1,0.51006711409396,0.496732026143791,0.539275103980986,0.53125,0.521472392638037,0.528478131802889,0.811944091486658,0.804785894206549,0.81404708244162
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170,8, low_bits_5, svdne,948,316,316,0.6,0.2,0.2, [0.78947368 0.77894737 0.79473684 0.82631579 0.80319149],0.582278481012658,0.550632911392405,0.812658227848101,0.976394849785408,0.959915611814346,0.976793248945148,0.557046979865772,0.522012578616352,0.58266234026359,0.553459119496855,0.567741935483871,0.55095171308355,0.808785529715762,0.794416243654822,0.812612162231452
svm_model_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58854167 0.58854167 0.58854167 0.640625   0.56315789],0.501567398119122,0.557993730407524,0.584586466165414,0.614240170031881,0.603340292275574,0.621085594989562,0.510769230769231,0.538961038961039,0.502813852813853,0.588921282798834,0.597633136094675,0.555483234714004,0.587942821628341,0.589775561097257,0.584560324629233
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdne,40,130,170,8, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.64583333 0.70833333 0.69270833 0.66315789 0.78947368],0.525157232704403,0.562893081761006,0.738065326633166,0.864749733759318,0.849372384937238,0.867154811715481,0.488135593220339,0.467532467532467,0.523400380107697,0.561514195583596,0.577922077922078,0.563351282863478,0.731141199226306,0.721374045801527,0.737858238781657
svm_model_N26_B174_E200_nb_zones_4_lab_svd,26,174,200,4, lab, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.77083333 0.79787234 0.78723404 0.75531915 0.76595745],0.636942675159236,0.585987261146497,0.746819338422392,0.828507795100223,0.788135593220339,0.836864406779661,0.601398601398601,0.558441558441558,0.635470779220779,0.551724137931035,0.506329113924051,0.586497890295359,0.729986431478969,0.686224489795918,0.746665544390345
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.525      0.42083333 0.45833333 0.43333333 0.45      ],0.497175141242938,0.525423728813559,0.818658280922432,1,1,1,0.50828729281768,0.471794871794872,0.500048379293662,0.471698113207547,0.471698113207547,0.520464441219158,0.815957446808511,0.80398322851153,0.818658280922432
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_5_svdn,16,184,200, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.49166667 0.49166667 0.52916667 0.52083333 0.56722689],0.501408450704225,0.495774647887324,0.80188679245283,0.981543624161074,0.976627712854758,0.981636060100167,0.506963788300835,0.505555555555556,0.501349206349206,0.495774647887324,0.502857142857143,0.495873015873016,0.801678908709339,0.80083857442348,0.80188679245283
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_6_svdn,16,184,200, zones, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.49579832 0.5        0.5210084  0.49159664 0.48319328],0.506963788300836,0.518105849582173,0.808176100628931,0.98671096345515,0.998319327731092,0.986554621848739,0.554156171284635,0.588235294117647,0.503419972640219,0.512676056338028,0.529069767441861,0.518545578908096,0.812883435582822,0.833333333333333,0.808176100628931
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166,10, low_bits_4, svdne,1188,396,396,0.6,0.2,0.2, [0.67226891 0.64705882 0.69327731 0.71008403 0.67372881],0.572222222222222,0.602777777777778,0.677672955974843,0.708791208791209,0.651515151515152,0.732323232323232,0.536144578313253,0.483695652173913,0.57423418972332,0.548895899053628,0.494318181818182,0.600419960474308,0.646754738655945,0.590146750524109,0.677672955974843
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.63020833 0.65104167 0.65625    0.65104167 0.59473684],0.570532915360501,0.551724137931034,0.794486215538847,0.948827292110874,0.92901878914405,0.949895615866388,0.553745928338762,0.508982035928144,0.573569965332493,0.518518518518518,0.506578947368421,0.549696659312953,0.787289234760052,0.760651629072682,0.794486215538847
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166,10, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.6625     0.60833333 0.6512605  0.64705882 0.62605042],0.492997198879552,0.53781512605042,0.778301886792453,0.934131736526946,0.914572864321608,0.935510887772194,0.498614958448753,0.545454545454545,0.496685606060606,0.562334217506631,0.552083333333333,0.536647727272727,0.778185631882538,0.777777777777778,0.778301886792453
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.515625   0.53645833 0.53125    0.52105263 0.55263158],0.537735849056604,0.594339622641509,0.82286432160804,0.993697478991597,0.989539748953975,0.993723849372385,0.56379821958457,0.608974358974359,0.539055080721747,0.621700879765396,0.646341463414634,0.592651251187837,0.826993865030675,0.844611528822055,0.822809542748559
ensemble_model_N26_B174_E200_nb_zones_4_lab_svd,26,174,200,4, lab, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.75       0.63829787 0.69148936 0.72340426 0.77659574],0.554140127388535,0.54140127388535,0.776081424936387,0.926724137931034,0.911016949152542,0.927966101694915,0.556962025316456,0.647058823529412,0.565102445472571,0.576470588235294,0.620253164556962,0.540895813047712,0.777777777777778,0.804177545691906,0.776778599148683
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdn,16,184,200,10, low_bits_4_shifted_2, svdn,1200,400,400,0.6,0.2,0.2, [0.52083333 0.50416667 0.49583333 0.55       0.52916667],0.522598870056497,0.508474576271186,0.809748427672956,0.983443708609271,0.99,0.983333333333333,0.498516320474778,0.506024096385542,0.521629069469367,0.519337016574586,0.5,0.509036144578313,0.809648662821185,0.809224318658281,0.809748427672956
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51048951 0.5979021  0.53846154 0.52447552 0.5       ],0.502092050209205,0.456066945606695,0.557651991614256,0.606741573033708,0.641958041958042,0.583916083916084,0.52589641434263,0.523809523809524,0.500842815002107,0.484126984126984,0.539823008849557,0.460387694900969,0.581349206349206,0.614255765199161,0.557651991614256
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200,10, low_bits_4, svd,1200,400,400,0.6,0.2,0.2, [0.59583333 0.59583333 0.56666667 0.625      0.56666667],0.508474576271186,0.567796610169492,0.574947589098533,0.6975,0.93,0.596666666666667,0.625,0.917721518987342,0.548146473779385,0.702912621359223,0.923469387755102,0.525025833118057,0.685537029856534,0.926624737945493,0.574947589098533
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.50699301 0.51398601 0.49300699 0.46830986],0.533333333333333,0.516666666666667,0.880503144654088,1,1,1,0.517241379310345,0.535714285714286,0.533482142857143,0.53968253968254,0.53125,0.515625,0.880753138075314,0.882599580712788,0.880503144654088
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svd,26,174,200, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.67708333 0.72916667 0.70833333],0.58125,0.58125,0.7975,0.941422594142259,0.9375,0.941666666666667,0.537931034482759,0.506493506493506,0.57854795806603,0.54421768707483,0.5,0.58125,0.789610389610389,0.765743073047859,0.797263596077279
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_2_svdn,8,192,200,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.46527778 0.5        0.50699301 0.5        0.51048951],0.504201680672269,0.512605042016807,0.877358490566038,1,1,1,0.516393442622951,0.552631578947368,0.506154499151104,0.512605042016807,0.491935483870968,0.513511601584607,0.877742946708464,0.880503144654088,0.877358490566038
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.68055556 0.72569444 0.63986014 0.67832168 0.6048951 ],0.569620253164557,0.624472573839662,0.69601677148847,0.699149265274555,0.630404463040446,0.728730822873082,0.46875,0.405405405405405,0.55984555984556,0.607929515418502,0.547619047619048,0.62966537966538,0.661214953271028,0.593291404612159,0.69601677148847
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.66145833 0.70833333 0.69473684 0.78947368 0.70526316],0.559748427672956,0.562893081761006,0.80503144654088,0.967334035827186,0.962264150943396,0.967505241090147,0.635416666666667,0.772151898734177,0.561075949367089,0.633245382585752,0.764331210191083,0.565395418760138,0.81892523364486,0.88510101010101,0.805332459937723
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.58421053 0.53157895 0.56315789 0.58421053],0.537974683544304,0.54746835443038,0.804045512010114,0.977491961414791,0.96,0.977894736842105,0.592178770949721,0.623529411764706,0.530942788074134,0.57566765578635,0.655405405405405,0.553893178893179,0.80958230958231,0.831021437578815,0.803977131970649
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.55729167 0.53645833 0.51052632 0.55263158 0.44210526],0.528301886792453,0.525157232704403,0.525157232704403,0.449029126213592,0.387840670859539,0.524109014675052,0.460431654676259,0.40251572327044,0.528301886792453,0.450909090909091,0.394904458598726,0.523539185821102,0.451706608569354,0.3921815889029,0.524823542255716
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.75       0.76041667 0.76315789 0.71578947 0.74736842],0.559748427672956,0.578616352201258,0.79937106918239,0.952978056426332,0.955974842767296,0.952830188679245,0.565217391304348,0.619047619047619,0.56390977443609,0.605882352941176,0.609467455621302,0.576545808347564,0.80296479308215,0.819672131147541,0.799422012876154
ensemble_model_N16_B184_E200_nb_zones_12_lab_svd,16,184,200,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.63541667 0.63194444 0.65384615 0.63636364 0.62937063],0.616033755274262,0.645569620253165,0.842243186582809,0.9125,0.916317991631799,0.912133891213389,0.588235294117647,0.560344827586207,0.614883157594756,0.637931034482759,0.611570247933884,0.646302365346253,0.840993132593766,0.834381551362683,0.842243186582809
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdn,26,137,163, zones, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.48958333 0.53472222 0.46853147 0.54195804 0.48601399],0.540084388185654,0.561181434599156,0.883647798742138,0.993736951983299,0.99581589958159,0.993723849372385,0.543933054393306,0.52,0.54125,0.555555555555556,0.580357142857143,0.562178571428571,0.883769633507853,0.884696016771489,0.883647798742138
svm_model_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.58333333 0.54166667 0.55208333 0.51041667],0.54375,0.49375,0.8075,1,1,1,0.573099415204678,0.569767441860465,0.541640477686989,0.509090909090909,0.5,0.493421052631579,0.811274509803921,0.807317073170732,0.80750469043152
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdne,40,130,170,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.796875   0.765625   0.73684211 0.74210526 0.7       ],0.518867924528302,0.591194968553459,0.80125786163522,0.965079365079365,0.955974842767296,0.965408805031446,0.526315789473684,0.524691358024691,0.518755935422602,0.583333333333333,0.590909090909091,0.591186252771619,0.8,0.796973518284994,0.801247110459937
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,960,320,320,0.6,0.2,0.2, [0.47916667 0.52083333 0.52604167 0.52083333 0.52083333],0.521875,0.553125,0.808125,0.988529718456726,0.9875,0.988541666666667,0.529230769230769,0.581081081081081,0.52600565681961,0.57566765578635,0.591463414634146,0.552141963727329,0.810610734114744,0.829545454545455,0.808337083708371
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.6        0.64210526 0.56315789 0.57368421 0.63297872],0.575949367088608,0.560126582278481,0.791772151898734,0.940042826552463,0.926160337552743,0.940928270042194,0.593939393939394,0.616352201257862,0.57569202419581,0.582582582582583,0.651006711409396,0.56502431378853,0.793988728866625,0.81074168797954,0.791962322686512
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.51048951 0.45104895 0.5        0.46853147 0.49647887],0.541666666666667,0.45,0.871593291404612,0.997900629811057,0.99859943977591,0.997899159663866,0.541666666666667,0.565217391304348,0.542608695652174,0.459016393442623,0.448,0.450086956521739,0.87192890747517,0.874213836477987,0.871593291404612
svm_model_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.6302521  0.57142857 0.60084034 0.62605042 0.63135593],0.625,0.586111111111111,0.611635220125786,0.602262837249783,0.582491582491582,0.615319865319865,0.63013698630137,0.628415300546448,0.62494211355006,0.591780821917808,0.610169491525424,0.586505510790034,0.605641298563065,0.59643605870021,0.611635220125786
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170,8, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.79473684 0.77368421 0.8        0.77368421 0.75      ],0.5,0.525316455696203,0.69620253164557,0.818181818181818,0.816455696202532,0.818565400843882,0.518292682926829,0.537974683544304,0.5,0.558823529411765,0.60126582278481,0.525316455696203,0.702602230483271,0.717721518987342,0.69620253164557
svm_model_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.63865546 0.61344538 0.59663866 0.63865546 0.56355932],0.544444444444444,0.494444444444444,0.714360587002096,0.829477292202228,0.814814814814815,0.832491582491582,0.572916666666667,0.614525139664804,0.544831630605883,0.518518518518519,0.541436464088398,0.494181919195037,0.717470191809228,0.725366876310273,0.714360587002096
ensemble_model_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200,4, lab, svdn,468,156,156,0.6,0.2,0.2, [0.5        0.4787234  0.56382979 0.4893617  0.57608696],0.519230769230769,0.493589743589744,0.802564102564103,1,1,1,0.53416149068323,0.518072289156626,0.519310117181053,0.455172413793103,0.423076923076923,0.493589743589744,0.801033591731266,0.784810126582278,0.80279467368075
ensemble_model_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170,10, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.50840336 0.50420168 0.57563025 0.53781513 0.48305085],0.5,0.511111111111111,0.813417190775681,1,1,1,0.521276595744681,0.544444444444444,0.5,0.513812154696133,0.516666666666667,0.511111111111111,0.815160955347871,0.822851153039832,0.813417190775681
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.72916667 0.69747899 0.68907563 0.72689076 0.68487395],0.608938547486033,0.58659217877095,0.798218029350105,0.918692372170998,0.919463087248322,0.918624161073826,0.615384615384615,0.592592592592593,0.609905763751917,0.540372670807453,0.514792899408284,0.582793275100967,0.795103778605641,0.783018867924528,0.798218029350105
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200, zones, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.46875    0.54166667 0.47916667 0.51041667],0.48125,0.46875,0.77875,0.981052631578947,0.970833333333333,0.98125,0.471337579617834,0.474358974358974,0.481081926203877,0.502923976608187,0.488636363636364,0.466540404040404,0.779576587795766,0.770935960591133,0.778868995523993
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.50699301 0.52097902 0.48601399 0.49647887],0.4375,0.525,0.710691823899371,0.782483847810481,0.763305322128852,0.78781512605042,0.430379746835443,0.418032786885246,0.437829952764657,0.486486486486487,0.457627118644068,0.523895526535149,0.701943844492441,0.681341719077568,0.710691823899371
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.55729167 0.54166667 0.52631579 0.54210526 0.50526316],0.518867924528302,0.544025157232704,0.79874213836478,0.976842105263158,0.972746331236897,0.976939203354298,0.569014084507042,0.597633136094675,0.513581668718478,0.567164179104478,0.641891891891892,0.550357710651828,0.804878048780488,0.831234256926952,0.798782957609205
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.66386555 0.64285714 0.63445378 0.6092437  0.67647059],0.526462395543176,0.537604456824513,0.788259958071279,0.942372881355932,0.934453781512605,0.942857142857143,0.55026455026455,0.55026455026455,0.525132275132275,0.528409090909091,0.547058823529412,0.53807967631497,0.78848167539267,0.789308176100629,0.788259958071279
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdn,16,184,200, zones, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5875     0.55462185 0.48319328 0.5210084  0.47478992],0.508379888268156,0.516759776536313,0.807127882599581,0.984073763621123,0.98489932885906,0.984060402684564,0.531914893617021,0.53475935828877,0.50714576101573,0.518105849582173,0.543859649122807,0.517919129374238,0.809128630705394,0.817610062893082,0.807127882599581
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6302521  0.67226891 0.68067227 0.69327731 0.71428571],0.551532033426184,0.537604456824513,0.770964360587002,0.908333333333333,0.915966386554622,0.907563025210084,0.615751789976134,0.701086956521739,0.547686335403727,0.589108910891089,0.68,0.541086956521739,0.783984181908057,0.831236897274633,0.770964360587002
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.70979021 0.77272727 0.73776224 0.70979021 0.68531469],0.656903765690377,0.661087866108787,0.737945492662474,0.717991631799163,0.6,0.764335664335664,0.633928571428571,0.568,0.66119298245614,0.623255813953489,0.587719298245614,0.657859649122807,0.694002447980416,0.594339622641509,0.737945492662474
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.75174825 0.73076923 0.76573427 0.74647887],0.5375,0.525,0.763102725366876,0.834427425237053,0.801120448179272,0.841036414565826,0.51948051948052,0.487804878048781,0.538774233896185,0.512820512820513,0.512820512820513,0.524702939337086,0.753812636165577,0.725366876310273,0.763102725366876
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.4875     0.47083333 0.46666667 0.55042017],0.495774647887324,0.487323943661972,0.80503144654088,0.990779547359598,0.986644407345576,0.990818030050084,0.501392757660167,0.511363636363636,0.495905281868969,0.502732240437158,0.513966480446927,0.4870968765871,0.806047966631908,0.810272536687631,0.80503144654088
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svd,32,134,166,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.73076923 0.72377622 0.74825175 0.78521127],0.508333333333333,0.4875,0.723270440251572,0.786299329858526,0.739495798319328,0.799019607843137,0.595890410958904,0.707317073170732,0.503231186158015,0.571428571428571,0.700854700854701,0.492703773191578,0.72528616024974,0.730607966457023,0.723270440251572
svm_model_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.51748252 0.50699301 0.56643357 0.55985915],0.495833333333333,0.479166666666667,0.555555555555556,0.552083333333333,0.519607843137255,0.57843137254902,0.514056224899598,0.528925619834711,0.495555246892145,0.513618677042802,0.554621848739496,0.479790263212723,0.541621621621622,0.525157232704403,0.555555555555556
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,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.6875     0.76315789 0.74210526 0.75263158 0.74736842],0.570977917981073,0.593059936908517,0.813997477931904,0.968085106382979,0.955882352941176,0.968487394957983,0.56687898089172,0.563291139240506,0.570953745720882,0.565656565656566,0.567567567567568,0.591476091476091,0.809800128949065,0.80306905370844,0.813847959690041
svm_model_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.79166667 0.78125    0.76041667 0.73958333 0.75      ],0.58125,0.56875,0.755,0.875,0.875,0.875,0.531468531468531,0.567164179104478,0.579281014283422,0.517482517482517,0.52112676056338,0.563934166798544,0.744125326370757,0.753968253968254,0.754946212292184
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.52105263 0.51052632 0.46842105 0.52631579 0.53157895],0.515822784810127,0.474683544303798,0.798356510745891,1,1,1,0.501628664495114,0.490445859872611,0.515663181508633,0.464516129032258,0.431137724550898,0.477313828718402,0.796426292278239,0.780976220275344,0.798534087149166
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170,8, low_bits_3, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.56770833 0.640625   0.625      0.62631579 0.69473684],0.547169811320755,0.572327044025157,0.630653266331658,0.697445972495088,0.742677824267782,0.677824267782427,0.612903225806452,0.754966887417219,0.557124162271483,0.643979057591623,0.745454545454545,0.565537730243613,0.668171557562077,0.7455919395466,0.630941333181821
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200,10, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.60416667 0.66666667 0.625      0.60833333 0.6092437 ],0.546478873239437,0.591549295774648,0.819182389937107,0.967741935483871,0.976627712854758,0.967445742904841,0.49211356466877,0.448275862068966,0.544579919984759,0.56973293768546,0.530386740331492,0.592779577062298,0.814814814814815,0.79559748427673,0.819182389937107
svm_model_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200,10, low_bits_3, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.60833333 0.60504202 0.57142857 0.60504202 0.60084034],0.589385474860335,0.581005586592179,0.707547169811321,0.775580395528805,0.756711409395973,0.781040268456376,0.581196581196581,0.569832402234637,0.589385474860335,0.571428571428571,0.558659217877095,0.581005586592179,0.700643776824034,0.684486373165618,0.707547169811321
ensemble_model_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200,4, lab, svdne,474,158,158,0.6,0.2,0.2, [0.79166667 0.85416667 0.77659574 0.68085106 0.76595745],0.569620253164557,0.594936708860759,0.786075949367089,0.923711340206186,0.945147679324894,0.921940928270042,0.622222222222222,0.691358024691358,0.5664582331249,0.683168316831683,0.784090909090909,0.570616883116883,0.805074971164937,0.859605911330049,0.783969622331691
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170,8, low_bits_4, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.71354167 0.78125    0.74736842 0.72631579],0.515723270440252,0.619496855345912,0.80213567839196,0.956896551724138,0.928870292887029,0.9581589958159,0.557471264367816,0.673611111111111,0.529334291187739,0.672086720867209,0.729411764705882,0.611327503974563,0.808510638297872,0.839646464646465,0.802323232323232
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_2_svdn,8,192,200, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.53496503 0.51048951 0.54195804 0.51056338],0.5,0.45,0.860587002096436,0.990168539325843,0.987394957983193,0.990196078431373,0.508196721311475,0.53448275862069,0.50111234705228,0.488372093023256,0.508064516129032,0.447997775305895,0.861889927310488,0.870020964360587,0.860587002096436
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.75833333 0.74583333 0.72689076 0.68487395 0.74789916],0.568627450980392,0.605042016806723,0.699685534591195,0.732177263969172,0.636515912897823,0.767169179229481,0.530487804878049,0.486033519553073,0.56885945640575,0.60056657223796,0.595505617977528,0.605015378821166,0.666666666666667,0.60062893081761,0.699685534591195
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.77916667 0.75416667 0.7605042  0.76470588 0.77310924],0.630252100840336,0.571428571428571,0.784591194968553,0.887900355871886,0.835845896147404,0.894472361809045,0.641304347826087,0.690058479532164,0.632663648368232,0.618453865336658,0.666666666666667,0.567251461988304,0.782884310618067,0.776729559748428,0.784591194968553
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200,10, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.68487395 0.6092437  0.6512605  0.66386555 0.63559322],0.555555555555556,0.552777777777778,0.808176100628931,0.961896697713802,0.956228956228956,0.962121212121212,0.532163742690059,0.544910179640719,0.554838509509478,0.522255192878338,0.455958549222798,0.560314603952716,0.803225806451613,0.783018867924528,0.808176100628931
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163,12, low_bits_6, svdne,1440,480,480,0.6,0.2,0.2, [0.67013889 0.65625    0.69097222 0.72916667 0.72569444],0.61965811965812,0.525641025641026,0.869496855345912,0.965853658536585,0.9625,0.965972222222222,0.578199052132701,0.5,0.625,0.483720930232558,0.464285714285714,0.523126463700234,0.866200967221924,0.844863731656184,0.869496855345912
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163,12, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.52430556 0.56597222 0.55555556 0.53496503 0.56643357],0.584745762711864,0.466101694915254,0.882599580712788,1,1,1,0.601626016260162,0.573643410852713,0.585887125987104,0.447368421052632,0.476635514018692,0.466999927551982,0.882722513089005,0.883647798742138,0.882599580712788
svm_model_N16_B184_E200_nb_zones_8_low_bits_2_svdn,16,184,200,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.56770833 0.46875    0.51052632 0.52631579],0.522012578616352,0.487421383647799,0.524497487437186,0.581439393939394,0.642259414225941,0.53765690376569,0.575418994413408,0.628048780487805,0.518569844789357,0.535612535612536,0.5875,0.486787974683544,0.571104815864023,0.628428927680798,0.523708134726475
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.65625    0.75       0.64583333 0.73958333],0.675,0.59375,0.8225,0.946236559139785,0.916666666666667,0.947916666666667,0.611940298507463,0.569444444444444,0.66540404040404,0.488188976377953,0.442857142857143,0.576984126984127,0.804407713498623,0.764397905759162,0.819997995941782
ensemble_model_v2_N16_B184_E200_nb_zones_12_lab_svd,16,184,200, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.68531469 0.64685315 0.66783217 0.62237762 0.68661972],0.604166666666667,0.6,0.818658280922432,0.890921885995778,0.886554621848739,0.891456582633053,0.633204633204633,0.666666666666667,0.602564102564102,0.60655737704918,0.632478632478632,0.600792161767772,0.82016632016632,0.827044025157233,0.818658280922432
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdne,26,137,163,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.64236111 0.65972222 0.66783217 0.66083916 0.64335664],0.641350210970464,0.60337552742616,0.70440251572327,0.713754646840149,0.669456066945607,0.731520223152022,0.55026455026455,0.472727272727273,0.630064423765211,0.556603773584906,0.464566929133858,0.614101646385111,0.676975945017182,0.619496855345912,0.70440251572327
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.48951049 0.47202797 0.49300699 0.51056338],0.5,0.475,0.869496855345912,0.997897687456202,0.997198879551821,0.997899159663866,0.469026548672566,0.452991452991453,0.498853450072962,0.452173913043478,0.422764227642277,0.476339378778403,0.867764206054169,0.856394129979036,0.869496855345912
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdne,16,184,200,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.57142857 0.58823529 0.58403361 0.56722689 0.55508475],0.488888888888889,0.561111111111111,0.579664570230608,0.601386481802426,0.584175084175084,0.612794612794613,0.48314606741573,0.491428571428571,0.488957528957529,0.572972972972973,0.572972972972973,0.560772200772201,0.573404255319149,0.564989517819707,0.579664570230608
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163,12, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.69791667 0.73958333 0.69230769 0.68531469 0.72377622],0.506329113924051,0.59915611814346,0.719077568134172,0.761764705882353,0.722454672245467,0.774058577405858,0.518518518518519,0.543103448275862,0.507088914220576,0.612244897959184,0.619834710743802,0.598710458820177,0.70995670995671,0.687631027253669,0.719077568134172
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59243697 0.62184874 0.60084034 0.59243697 0.60084034],0.559888579387187,0.551532033426184,0.787735849056604,0.927487352445194,0.92436974789916,0.927731092436975,0.577540106951872,0.642857142857143,0.56488406881077,0.610169491525424,0.659685863874346,0.544128646222887,0.794728839330968,0.821802935010482,0.787735849056604
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.75416667 0.68907563 0.69747899 0.72689076 0.71008403],0.541899441340782,0.527932960893855,0.792976939203354,0.947008547008547,0.929530201342282,0.947986577181208,0.556756756756757,0.562841530054645,0.541420765027322,0.534435261707989,0.554285714285714,0.528508977361436,0.792433000525486,0.790356394129979,0.792976939203354
svm_model_N26_B174_E200_nb_zones_6_lab_svd,26,174,200,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.73611111 0.70833333 0.73239437 0.71830986 0.68309859],0.563025210084034,0.558823529411765,0.679831932773109,0.714285714285714,0.602240896358543,0.759103641456583,0.522935779816514,0.441860465116279,0.574141241732451,0.467005076142132,0.377049180327869,0.563524590163934,0.625368731563422,0.523026315789474,0.683334463736661
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.61578947 0.61052632 0.64736842 0.64736842 0.68085106],0.550632911392405,0.55379746835443,0.772151898734177,0.918345705196182,0.913502109704641,0.918776371308017,0.605555555555555,0.698717948717949,0.552483974358974,0.588921282798834,0.643312101910828,0.554360453471137,0.781287970838396,0.81702668360864,0.772321664629037
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166,10, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.675      0.72083333 0.69166667 0.68907563 0.64705882],0.603932584269663,0.544943820224719,0.681341719077568,0.746467165419784,0.750836120401338,0.744983277591973,0.624,0.657303370786517,0.603932584269663,0.588832487309645,0.651685393258427,0.544943820224719,0.691683569979716,0.714884696016772,0.681341719077568
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.5875     0.67916667 0.59663866 0.64705882 0.6302521 ],0.57703081232493,0.588235294117647,0.792452830188679,0.91900826446281,0.931323283082077,0.917922948073702,0.637889688249401,0.738888888888889,0.575659133709981,0.642335766423358,0.745762711864407,0.58954802259887,0.805691854759568,0.860587002096436,0.792452830188679
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.49479167 0.48958333 0.47916667 0.47395833 0.45789474],0.463949843260188,0.435736677115987,0.771303258145363,0.985294117647059,0.979123173277662,0.985386221294363,0.480243161094225,0.478787878787879,0.463419913419913,0.444444444444444,0.439024390243902,0.435641227380016,0.772585669781931,0.767326732673267,0.771353721666583
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65416667 0.575      0.62916667 0.64705882 0.56302521],0.581460674157303,0.553370786516854,0.808700209643606,0.952141057934509,0.948160535117057,0.952341137123746,0.575498575498575,0.612121212121212,0.58354751705537,0.595419847328244,0.612565445026178,0.548706964937332,0.811369509043928,0.822851153039832,0.808700209643606
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170, zones, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.5        0.48739496 0.44537815 0.5       ],0.456582633053221,0.521008403361345,0.804507337526205,0.993322203672788,0.996649916247906,0.993299832495812,0.455056179775281,0.440217391304348,0.457102915305353,0.486486486486487,0.468208092485549,0.519430133199296,0.802331743508214,0.793501048218029,0.804507337526206
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.75520833 0.76315789 0.77368421 0.73684211 0.73157895],0.504731861198738,0.470031545741325,0.786885245901639,0.986272439281943,0.98109243697479,0.986344537815126,0.534124629080119,0.566037735849057,0.5045378552663,0.502958579881657,0.570469798657718,0.475711089805049,0.791615289765721,0.818877551020408,0.787244261794493
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.57142857 0.62605042 0.60504202 0.66806723 0.62288136],0.575,0.561111111111111,0.816037735849057,0.965576592082616,0.944444444444444,0.966329966329966,0.598425196850394,0.629834254143646,0.574693663384672,0.551136363636364,0.541899441340782,0.561004969289176,0.814775725593668,0.809224318658281,0.816037735849057
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svd,40,130,170,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.7605042  0.78151261 0.75210084 0.77310924 0.77542373],0.544444444444444,0.533333333333333,0.734800838574423,0.850515463917526,0.833333333333333,0.853535353535353,0.60952380952381,0.703296703296703,0.542659587603408,0.56020942408377,0.601123595505618,0.534078281269293,0.742624618514751,0.765199161425577,0.734800838574423
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_2_svdn,16,184,200,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.46354167 0.44270833 0.51052632 0.53157895 0.47894737],0.566037735849057,0.465408805031447,0.80062893081761,0.990536277602524,0.987421383647799,0.990566037735849,0.598837209302326,0.639751552795031,0.565098706333821,0.481707317073171,0.503184713375796,0.465878070973613,0.804682686383241,0.821383647798742,0.80062893081761
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.625      0.63333333 0.59243697 0.64705882 0.61344538],0.523809523809524,0.535014005602241,0.780398322851153,0.930310663308144,0.927973199329983,0.930485762144054,0.52247191011236,0.547058823529412,0.524866310160428,0.531073446327684,0.502673796791444,0.536631016042781,0.779589689637033,0.776729559748428,0.780398322851153
ensemble_model_N26_B174_E200_nb_zones_6_lab_svd,26,174,200,6, lab, svd,720,240,240,0.6,0.2,0.2, [0.74305556 0.68055556 0.76388889 0.6875     0.65972222],0.616666666666667,0.616666666666667,0.819166666666667,0.953058321479374,0.930555555555556,0.954166666666667,0.619834710743802,0.700934579439252,0.62490337994519,0.661764705882353,0.75,0.616666666666667,0.821692686935086,0.851788756388416,0.819858489124061
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.72027972 0.75874126 0.78321678 0.77272727 0.72887324],0.604166666666667,0.575,0.866352201257862,0.958748221906117,0.943977591036414,0.959383753501401,0.581497797356828,0.532258064516129,0.606646273637375,0.548672566371681,0.53448275862069,0.57369299221357,0.862829478214094,0.840670859538784,0.866352201257862
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.67832168 0.75174825 0.73076923 0.73943662],0.579166666666667,0.541666666666667,0.853249475890985,0.950819672131148,0.934173669467787,0.951680672268908,0.566523605150215,0.55,0.579166666666667,0.552845528455284,0.566666666666667,0.541666666666667,0.851222104144527,0.839622641509434,0.853249475890985
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svd,32,134,166,12, low_bits_4_shifted_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.69230769 0.66433566 0.70979021 0.7027972  0.66783217],0.569037656903766,0.686192468619247,0.887840670859539,0.974647887323944,0.967832167832168,0.974825174825175,0.569037656903766,0.607142857142857,0.571287964004499,0.719101123595506,0.755905511811024,0.68152418447694,0.888888888888889,0.89727463312369,0.887840670859539
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.48951049 0.48251748 0.51048951 0.44405594 0.5       ],0.495833333333333,0.520833333333333,0.876310272536688,1,1,1,0.497925311203319,0.508474576271186,0.496040566824118,0.514767932489452,0.5,0.521186440677966,0.876180482686254,0.875262054507338,0.876310272536688
svm_model_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.58741259 0.59090909 0.55594406 0.54895105 0.56690141],0.533333333333333,0.545833333333333,0.566037735849057,0.601444517399869,0.641456582633053,0.574929971988795,0.529411764705882,0.547826086956522,0.533913043478261,0.569169960474308,0.576,0.544521739130435,0.588877855014896,0.621593291404612,0.566037735849057
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdne,16,184,200,10, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.61666667 0.56666667 0.7        0.68487395 0.64285714],0.533707865168539,0.539325842696629,0.809224318658281,0.970790378006873,0.944816053511706,0.971571906354515,0.50887573964497,0.505882352941176,0.532511068943706,0.528735632183908,0.494623655913979,0.541429475015813,0.803243243243243,0.778825995807128,0.809224318658281
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.77731092 0.80672269 0.77731092 0.71428571 0.77731092],0.646239554317549,0.593314763231198,0.838574423480084,0.970161977834612,0.956302521008403,0.970588235294118,0.650137741046832,0.655555555555556,0.646213531967722,0.573099415204678,0.547486033519553,0.593187461204221,0.835995740149095,0.822851153039832,0.838574423480084
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170,10, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.72689076 0.72689076 0.74789916 0.68067227 0.74369748],0.637883008356546,0.584958217270195,0.835429769392034,0.970364098221846,0.963025210084034,0.970588235294118,0.624277456647399,0.620689655172414,0.637371854613234,0.589531680440771,0.578378378378378,0.585166200683442,0.833862433862434,0.825995807127883,0.835429769392034
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.57291667 0.625      0.64210526 0.66842105 0.64736842],0.578616352201258,0.559748427672956,0.785534591194969,0.930569948186528,0.941299790356394,0.929769392033543,0.541095890410959,0.5,0.578125,0.533333333333333,0.512820512820513,0.558879392212726,0.780989081567116,0.768647281921618,0.785450048970822
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svd,26,174,200, zones, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.69444444 0.72535211 0.65492958 0.67605634 0.64084507],0.624472573839662,0.578059071729958,0.795109612141653,0.925207756232687,0.938202247191011,0.924157303370786,0.513661202185792,0.401709401709402,0.621688034188034,0.456521739130435,0.352941176470588,0.57901296111665,0.776859504132232,0.714527027027027,0.794973951223951
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.72916667 0.65789474 0.62105263 0.65263158],0.588050314465409,0.60377358490566,0.672955974842767,0.732451678535097,0.754716981132076,0.724318658280922,0.57328990228013,0.57516339869281,0.587581699346405,0.590909090909091,0.606666666666667,0.603928571428571,0.67459324155194,0.691025641025641,0.673290598290598
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_svdn,16,184,200,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.46666667 0.55042017 0.59663866 0.49159664],0.467787114845938,0.476190476190476,0.529874213836478,0.534050179211469,0.499162479061976,0.564489112227806,0.472222222222222,0.45945945945946,0.468101822752985,0.461095100864553,0.465116279069767,0.475801382778127,0.507953922106418,0.485324947589099,0.529874213836478
ensemble_model_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166,12, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.49305556 0.54861111 0.57986111 0.48958333 0.49300699],0.519148936170213,0.463829787234043,0.874737945492663,1,1,1,0.549800796812749,0.547619047619048,0.51692878986457,0.4375,0.44954128440367,0.462865880297073,0.875065342394145,0.877358490566038,0.874737945492663
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdne,26,137,163,12, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74125874 0.70979021 0.72377622 0.72727273 0.71328671],0.548117154811716,0.552301255230126,0.864779874213837,0.96969696969697,0.962237762237762,0.96993006993007,0.611510791366906,0.726495726495726,0.551772453411798,0.621908127208481,0.721311475409836,0.548689925739106,0.86969696969697,0.90251572327044,0.864779874213837
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.71527778 0.73076923 0.74125874 0.67832168 0.74125874],0.617647058823529,0.596638655462185,0.864255765199161,0.948936170212766,0.934357541899441,0.949720670391062,0.602620087336245,0.594827586206897,0.617085924250989,0.571428571428571,0.524590163934426,0.598501978518937,0.860976918947933,0.840670859538784,0.864255765199161
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_2_svdn,16,184,200, zones, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.5        0.49473684 0.55789474 0.50526316],0.512578616352201,0.528301886792453,0.806289308176101,0.996858638743456,0.9979035639413,0.996855345911949,0.501607717041801,0.516556291390728,0.512769163659436,0.56140350877193,0.554913294797688,0.525732509467809,0.808457711442786,0.811485642946317,0.806249792322335
svm_model_N16_B184_E200_nb_zones_12_lab_svdn,16,184,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.55594406 0.50699301 0.54895105 0.54577465],0.529166666666667,0.508333333333333,0.635220125786163,0.664744051910598,0.645658263305322,0.67436974789916,0.538775510204082,0.507692307692308,0.531118881118881,0.491379310344828,0.518181818181818,0.509090909090909,0.626609442060086,0.612159329140461,0.635220125786163
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.65625    0.66083916 0.63636364 0.66433566],0.527426160337553,0.582278481012658,0.756813417190776,0.816,0.782426778242678,0.823570432357043,0.575757575757576,0.666666666666667,0.532520325203252,0.620689655172414,0.658536585365854,0.579268292682927,0.755789473684211,0.752620545073375,0.756813417190776
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163,12, low_bits_5, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.67361111 0.68055556 0.73958333 0.67132867 0.68531469],0.61864406779661,0.63135593220339,0.878406708595388,0.961075725406936,0.945682451253482,0.961699164345404,0.583333333333333,0.525,0.620258620689655,0.609865470852018,0.586206896551724,0.630603448275862,0.874730021598272,0.849056603773585,0.878406708595388
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.65546218 0.62605042 0.71428571 0.63445378],0.597765363128492,0.592178770949721,0.803459119496855,0.929810074318745,0.944630872483221,0.928691275167785,0.581395348837209,0.564971751412429,0.597403002778038,0.573099415204678,0.541436464088398,0.592752130349284,0.802319451765946,0.79769392033543,0.803459119496855
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.70833333 0.61458333 0.71875    0.64583333],0.56875,0.525,0.765,0.910973084886128,0.916666666666667,0.910416666666666,0.638743455497382,0.717647058823529,0.558823529411765,0.627450980392157,0.771084337349398,0.515412298544829,0.785876993166287,0.845588235294117,0.763355342136855
svm_model_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170,10, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.77916667 0.775      0.80252101 0.76890756 0.78571429],0.563025210084034,0.560224089635854,0.738993710691824,0.843617920540997,0.835845896147404,0.845058626465662,0.573770491803279,0.6,0.563736263736264,0.604534005037783,0.659340659340659,0.558241758241758,0.744090441932169,0.758909853249476,0.738993710691824
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.56722689 0.63445378 0.56302521 0.53361345 0.55084746],0.616666666666667,0.55,0.796121593291405,0.924126172208014,0.912457912457912,0.925084175084175,0.596491228070175,0.53968253968254,0.620718462823726,0.452702702702703,0.391812865497076,0.542467279309385,0.785201546107123,0.745283018867924,0.796121593291405
svm_model_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.5625     0.55555556 0.5        0.51388889 0.47183099],0.447698744769874,0.443514644351464,0.572742474916388,0.656424581005587,0.654596100278552,0.657381615598886,0.435897435897436,0.463636363636364,0.448872445384073,0.470119521912351,0.443609022556391,0.443502624485743,0.574521232306411,0.573089700996678,0.572740136693625
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170,10, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69166667 0.7394958  0.76470588 0.69747899 0.69747899],0.569832402234637,0.614525139664804,0.80188679245283,0.92573402417962,0.899328859060403,0.927852348993289,0.616915422885572,0.74251497005988,0.580681568799574,0.669856459330144,0.732984293193717,0.606013104680691,0.808897876643074,0.838574423480084,0.80188679245283
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,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.57916667 0.6092437  0.57142857 0.57142857 0.66386555],0.572625698324022,0.547486033519553,0.789832285115304,0.928213689482471,0.932885906040268,0.927852348993288,0.540540540540541,0.50561797752809,0.572253433208489,0.544943820224719,0.538888888888889,0.547534332084894,0.78749337572867,0.778825995807128,0.789832285115304
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.75       0.77659574 0.78723404 0.74468085],0.544303797468354,0.550632911392405,0.788607594936709,0.948497854077253,0.932489451476793,0.949367088607595,0.538461538461538,0.545454545454545,0.544332210998878,0.579881656804734,0.576470588235294,0.548509266720387,0.788874841972187,0.781954887218045,0.788675653327693
svm_model_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.57342657 0.55594406 0.59440559 0.67482517 0.61971831],0.645833333333333,0.645833333333333,0.616352201257862,0.607541899441341,0.609243697478992,0.606442577030812,0.608294930875576,0.536585365853659,0.64863456326871,0.62882096069869,0.615384615384615,0.645090681676048,0.610223642172524,0.60062893081761,0.616352201257862
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svd,40,130,170,10, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.76666667 0.82916667 0.76666667 0.7875     0.76470588],0.481690140845071,0.481690140845071,0.765199161425577,0.931856899488927,0.913188647746244,0.93322203672788,0.535353535353535,0.563829787234043,0.476525672060135,0.528205128205128,0.616766467065868,0.489234297362721,0.771428571428571,0.792452830188679,0.765199161425576
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.69097222 0.71875    0.6958042  0.7027972  0.74825175],0.60337552742616,0.535864978902954,0.839098532494759,0.926270579813887,0.902370990237099,0.928172942817294,0.62992125984252,0.666666666666667,0.602564102564102,0.563492063492063,0.606837606837607,0.536752136752137,0.83867577509196,0.836477987421384,0.839098532494759
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.54861111 0.51041667 0.48611111 0.48951049 0.5       ],0.474576271186441,0.504237288135593,0.866876310272536,0.990965948575399,0.993036211699164,0.990947075208914,0.474576271186441,0.462809917355372,0.474883219547251,0.502127659574468,0.51304347826087,0.504455623427955,0.867015706806283,0.867924528301887,0.866876310272536
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64583333 0.64685315 0.63286713 0.63636364 0.62937063],0.554621848739496,0.57563025210084,0.665094339622642,0.713527851458886,0.751396648044693,0.698324022346369,0.550847457627119,0.503875968992248,0.559277434037408,0.562770562770563,0.596330275229358,0.577234905056539,0.676455696202532,0.70020964360587,0.665094339622642
svm_model_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.62937063 0.57342657 0.63636364 0.6013986 ],0.560669456066946,0.535564853556485,0.605870020964361,0.64218958611482,0.672727272727273,0.625174825174825,0.578313253012048,0.620689655172414,0.56237734791141,0.539419087136929,0.528455284552846,0.535779366414354,0.621730382293763,0.647798742138365,0.605870020964361
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.64210526 0.67368421 0.71052632 0.67368421],0.525316455696203,0.579113924050633,0.774336283185841,0.923711340206186,0.943157894736842,0.922105263157895,0.558823529411765,0.575757575757576,0.522978125627132,0.598187311178248,0.634615384615385,0.579807692307692,0.782449725776965,0.806532663316583,0.774131471607401
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.65625    0.72916667 0.69791667 0.69791667],0.525,0.54375,0.78625,0.953781512605042,0.945833333333333,0.954166666666667,0.525,0.545454545454545,0.525739320920044,0.552147239263804,0.542168674698795,0.54381161007667,0.785982478097622,0.785,0.78625
svm_model_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.55208333 0.60416667 0.57368421 0.65263158],0.60377358490566,0.534591194968553,0.60929648241206,0.63135593220339,0.623430962343096,0.635983263598326,0.526315789473684,0.440251572327044,0.60377358490566,0.426356589147287,0.34375,0.535799050632911,0.576294277929155,0.530740276035132,0.60939529525027
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.75833333 0.75       0.80672269 0.79411765 0.7394958 ],0.551820728291317,0.549019607843137,0.805555555555556,0.957698815566836,0.948073701842546,0.958123953098828,0.578947368421053,0.632183908045977,0.553796872055775,0.581818181818182,0.612021857923497,0.547390239306576,0.809450436569081,0.825995807127883,0.805555555555556
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.51048951 0.55944056 0.62587413 0.56293706],0.539748953974895,0.531380753138075,0.862683438155136,0.97179125528914,0.963636363636364,0.972027972027972,0.620689655172414,0.697674418604651,0.526109936575053,0.5625,0.654545454545455,0.540451021846371,0.866598778004073,0.892033542976939,0.862683438155136
ensemble_model_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200,6, lab, svdn,714,238,238,0.6,0.2,0.2, [0.42361111 0.47222222 0.46478873 0.45070423 0.49295775],0.453781512605042,0.504201680672269,0.778991596638655,0.978540772532189,0.957983193277311,0.978991596638656,0.444444444444444,0.477064220183486,0.455586373657635,0.491379310344828,0.527777777777778,0.506196581196581,0.774248927038627,0.785714285714286,0.779220779220779
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.72689076 0.74369748 0.73109244 0.74369748 0.71610169],0.55,0.583333333333333,0.827568134171908,0.985531914893617,0.974747474747475,0.985690235690236,0.571428571428571,0.593406593406593,0.549512285467342,0.609375,0.657303370786517,0.584146190887764,0.830149716055756,0.842767295597484,0.827568134171908
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200,4, low_bits_6, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.5106383  0.5        0.4893617  0.53191489 0.55319149],0.525641025641026,0.5,0.805626598465473,1,1,1,0.51948051948052,0.506329113924051,0.525891829689298,0.486842105263158,0.513888888888889,0.500992063492063,0.804123711340206,0.808290155440414,0.805660229235359
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_svdn,16,184,200,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.47083333 0.525      0.43333333 0.52941176 0.49159664],0.396067415730337,0.491573033707865,0.786687631027254,0.990794979079498,0.989966555183946,0.990802675585284,0.383954154727794,0.38953488372093,0.395854398382204,0.484330484330484,0.46195652173913,0.49260616784631,0.785224274406332,0.779874213836478,0.786687631027254
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.76388889 0.73076923 0.71678322 0.73076923 0.77972028],0.567226890756302,0.53781512605042,0.872641509433962,0.978991596638656,0.976256983240224,0.979050279329609,0.589641434262948,0.587301587301587,0.565972222222222,0.490740740740741,0.473214285714286,0.53422619047619,0.871767810026385,0.865828092243187,0.872641509433962
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.64583333 0.63445378 0.6302521  0.59243697],0.557422969187675,0.568627450980392,0.836477987421384,1,1,1,0.639269406392694,0.795454545454545,0.560710698141637,0.66079295154185,0.828729281767956,0.56493282270216,0.850431447746884,0.929769392033543,0.836477987421384
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74825175 0.72027972 0.77272727 0.70979021 0.75874126],0.573221757322176,0.606694560669456,0.862683438155136,0.953191489361702,0.93986013986014,0.953846153846154,0.556521739130435,0.520325203252033,0.57481777403981,0.587719298245614,0.577586206896552,0.605866274179983,0.859743040685225,0.841719077568134,0.862683438155136
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,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.72916667 0.73263889 0.69097222 0.72027972 0.70979021],0.546610169491525,0.580508474576271,0.838574423480084,0.928067700987306,0.916434540389972,0.928969359331476,0.563265306122449,0.6,0.547933884297521,0.611764705882353,0.644628099173554,0.578835788717212,0.839416058394161,0.843815513626834,0.838574423480084
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.47916667 0.47916667 0.58333333 0.5       ],0.5375,0.525,0.79375,0.967741935483871,0.9375,0.96875,0.513157894736842,0.527027027027027,0.536769327467002,0.542168674698795,0.50561797752809,0.527456876087989,0.789272030651341,0.766749379652605,0.793954034914464
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.53496503 0.51748252 0.53146853 0.47552448 0.48239437],0.4625,0.454166666666667,0.856394129979036,0.990182328190743,0.988795518207283,0.990196078431373,0.481927710843373,0.508474576271186,0.463253681578216,0.460905349794239,0.459016393442623,0.454084467907752,0.857142857142857,0.861635220125786,0.856394129979036
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.73333333 0.60504202 0.60504202 0.62184874 0.62184874],0.578212290502793,0.608938547486033,0.799266247379455,0.922689075630252,0.921140939597315,0.922818791946309,0.601583113456464,0.662790697674419,0.581395348837209,0.641025641025641,0.672043010752688,0.606370342585646,0.804492087799898,0.825995807127883,0.799266247379455
svm_model_N16_B184_E200_nb_zones_10_low_bits_3_svdn,16,184,200,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.50833333 0.50833333 0.50833333 0.50840336 0.53781513],0.502808988764045,0.558988764044944,0.533542976939203,0.585692995529061,0.657190635451505,0.535117056856187,0.549618320610687,0.620689655172414,0.505399772641152,0.614250614250614,0.686813186813187,0.556050271567513,0.584500466853408,0.656184486373166,0.533542976939203
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200, zones, lab, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.47916667 0.46478873 0.50704225 0.47183099 0.4084507 ],0.49789029535865,0.510548523206751,0.796795952782462,0.991549295774648,0.98876404494382,0.991573033707865,0.533333333333333,0.527131782945737,0.49504737295435,0.472727272727273,0.448275862068966,0.509261897976632,0.79662447257384,0.785357737104825,0.796952372825917
ensemble_model_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.76470588 0.78151261 0.72689076 0.7394958  0.66949153],0.616666666666667,0.644444444444444,0.844863731656184,0.974315068493151,0.957912457912458,0.974747474747475,0.598837209302325,0.572222222222222,0.616666666666667,0.632183908045977,0.611111111111111,0.644444444444444,0.840860215053763,0.819706498951782,0.844863731656184
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,1434,478,478,0.6,0.2,0.2, [0.71527778 0.70486111 0.6958042  0.73776224 0.72027972],0.510548523206751,0.481012658227848,0.828616352201258,0.937853107344633,0.926080892608089,0.938633193863319,0.536,0.563025210084034,0.510326164364051,0.513833992094862,0.550847457627119,0.481306081754736,0.829598749348619,0.834381551362683,0.828616352201258
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200,8, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53645833 0.63020833 0.640625   0.48958333 0.56315789],0.573667711598746,0.576802507836991,0.820175438596491,0.983193277310924,0.977035490605428,0.983298538622129,0.572327044025157,0.558282208588957,0.574012899166273,0.560260586319218,0.518072289156626,0.57929758248681,0.818008877615726,0.798267326732673,0.820453460320651
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.54166667 0.44791667 0.44680851 0.5        0.53191489],0.481012658227848,0.493670886075949,0.794936708860759,1,1,1,0.460526315789474,0.454545454545455,0.480359147025814,0.523809523809524,0.49438202247191,0.493567822830158,0.795969773299748,0.784119106699752,0.795160328543674
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66315789 0.68947368 0.71578947 0.61578947 0.65263158],0.582278481012658,0.569620253164557,0.79582806573957,0.941675503711559,0.934736842105263,0.942105263157895,0.597560975609756,0.604938271604938,0.581689915023248,0.534246575342466,0.509803921568627,0.567785396367136,0.793346129238644,0.784810126582278,0.79581415420023
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.67832168 0.6993007  0.6958042  0.67482517 0.66901408],0.491666666666667,0.566666666666667,0.813417190775681,0.907010014306152,0.887955182072829,0.908963585434173,0.557971014492754,0.68141592920354,0.502125287436416,0.633802816901409,0.708661417322835,0.557870531670267,0.818181818181818,0.839622641509434,0.813417190775681
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.68531469 0.68531469 0.6993007  0.70979021 0.71678322],0.623430962343096,0.602510460251046,0.885220125786164,0.975954738330976,0.965034965034965,0.976223776223776,0.661654135338346,0.715447154471545,0.620654611718531,0.638783269961977,0.724137931034483,0.605971404541632,0.887287699433865,0.90356394129979,0.885220125786164
ensemble_model_N16_B184_E200_nb_zones_12_lab_svdn,16,184,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.54195804 0.5034965  0.54895105 0.51398601 0.51760563],0.508333333333333,0.495833333333333,0.868972746331237,0.992323796231682,0.995798319327731,0.992296918767507,0.508333333333333,0.521367521367521,0.508651240358557,0.506122448979592,0.504065040650406,0.495622263914947,0.869655891553702,0.874213836477987,0.868972746331237
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170,10, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.68487395 0.74369748 0.75630252 0.71428571 0.75      ],0.555555555555556,0.633333333333333,0.833333333333333,0.977777777777778,0.962962962962963,0.978114478114478,0.578947368421053,0.588235294117647,0.55423325399524,0.629213483146067,0.647398843930636,0.633859849772805,0.833158447009444,0.832285115303983,0.833333333333333
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svd,26,174,200,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.73958333 0.75       0.77659574 0.79787234 0.71276596],0.626582278481013,0.468354430379747,0.760759493670886,0.900862068965517,0.881856540084388,0.90295358649789,0.706467661691542,0.78021978021978,0.599065113990487,0.517241379310345,0.569620253164557,0.468354430379747,0.774731823599523,0.798525798525799,0.759576215189792
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svd,16,184,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.65034965 0.59090909 0.59440559 0.58041958 0.64788732],0.608333333333333,0.554166666666667,0.671907756813417,0.700070571630205,0.694677871148459,0.702380952380952,0.646616541353383,0.754385964912281,0.615288220551379,0.627177700348432,0.714285714285714,0.545739348370927,0.682233502538071,0.70440251572327,0.671907756813417
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200,4, low_bits_6, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.6875     0.67021277 0.57446809 0.71276596 0.64893617],0.528662420382166,0.560509554140127,0.639949109414758,0.717741935483871,0.754237288135593,0.703389830508475,0.614583333333333,0.746835443037975,0.527263875365141,0.666666666666667,0.802325581395349,0.534965607599083,0.683798882681564,0.763092269326683,0.637390290507498
svm_model_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200,6, lab, svdne,714,238,238,0.6,0.2,0.2, [0.71527778 0.65277778 0.73239437 0.73239437 0.73943662],0.65546218487395,0.554621848739496,0.721008403361344,0.798882681564246,0.801120448179272,0.798319327731092,0.633928571428571,0.606837606837607,0.654658472840291,0.569105691056911,0.538461538461538,0.556267806267806,0.720067453625632,0.706953642384106,0.72122426146509
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48951049 0.55244755 0.48251748 0.53146853 0.49300699],0.497907949790795,0.510460251046025,0.868972746331237,0.99092812281926,0.993006993006993,0.990909090909091,0.491525423728813,0.483333333333333,0.49796918767507,0.497854077253219,0.487394957983193,0.510364145658263,0.868559411146162,0.865828092243187,0.868972746331237
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.73333333 0.7875     0.73333333 0.68333333 0.64705882],0.569014084507042,0.538028169014084,0.813941299790356,0.967796610169492,0.953255425709516,0.968280467445743,0.569014084507042,0.570621468926554,0.569018599631816,0.541899441340782,0.544943820224719,0.538008633276201,0.812466983623878,0.806079664570231,0.813941299790356
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.625      0.65625    0.59375    0.60763889 0.62237762],0.531914893617021,0.531914893617021,0.860062893081761,0.966690290574061,0.948539638386648,0.967315716272601,0.504504504504505,0.478632478632479,0.531689120672172,0.533898305084746,0.533898305084746,0.531906417499638,0.857142857142857,0.839622641509434,0.860062893081761
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200,4, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.79166667 0.66666667 0.63541667 0.62765957],0.547169811320755,0.515723270440252,0.765075376884422,0.919491525423729,0.907949790794979,0.920502092050209,0.595505617977528,0.616279069767442,0.541016247212488,0.579234972677596,0.623529411764706,0.507710651828299,0.775510204081633,0.787804878048781,0.764368760267914
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svd,26,174,200,4, low_bits_4_shifted_2, svd,480,160,160,0.6,0.2,0.2, [0.75       0.69791667 0.73958333 0.61458333 0.72916667],0.5625,0.60625,0.7925,0.929336188436831,0.904166666666667,0.93125,0.623655913978495,0.666666666666667,0.552511415525114,0.651933701657459,0.746835443037975,0.607985622753555,0.800959232613909,0.822660098522167,0.792040709159561
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200,4, low_bits_6, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.76041667 0.63541667 0.56382979 0.56382979],0.639240506329114,0.506329113924051,0.809343434343434,0.96652719665272,0.970588235294117,0.966386554621849,0.589928057553957,0.518987341772152,0.639240506329114,0.551724137931034,0.545454545454545,0.501298701298701,0.809102402022756,0.790123456790123,0.809790410565604
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.64335664 0.6048951  0.65734266 0.61538462 0.65492958],0.541666666666667,0.541666666666667,0.620020964360587,0.676489429852659,0.739495798319328,0.646358543417367,0.5,0.474137931034483,0.539488320355951,0.545454545454546,0.532258064516129,0.541991101223582,0.641621354424123,0.680293501048218,0.620020964360587
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.61805556 0.63194444 0.66783217 0.68181818 0.59090909],0.506329113924051,0.493670886075949,0.85062893081761,0.966339410939691,0.96094839609484,0.96652719665272,0.558490566037736,0.60655737704918,0.50327868852459,0.538461538461538,0.608695652173913,0.496970776906629,0.853921066119938,0.873165618448637,0.85062893081761
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.52097902 0.55944056 0.51048951 0.4965035  0.49295775],0.541666666666667,0.516666666666667,0.865303983228511,0.978215038650738,0.974789915966386,0.978291316526611,0.549180327868853,0.567796610169492,0.542095026396221,0.524590163934426,0.524590163934426,0.516532370102806,0.865515436944008,0.866876310272536,0.865303983228511
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_svdn,16,184,200, zones, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.45       0.44957983 0.45798319 0.47058824],0.521008403361345,0.478991596638655,0.80083857442348,0.980720871751886,0.979899497487437,0.980737018425461,0.515580736543909,0.532163742690059,0.521458215431051,0.5,0.5,0.478070175438596,0.801876955161627,0.806079664570231,0.80083857442348
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200,4, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.64583333 0.66666667 0.72340426 0.76595745],0.544303797468354,0.613924050632911,0.799242424242424,0.944444444444444,0.928571428571429,0.945378151260504,0.560975609756097,0.567901234567901,0.54369087702421,0.63030303030303,0.742857142857143,0.62711038961039,0.800501882057716,0.820051413881748,0.799603870712586
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.5625     0.61578947 0.53157895 0.56842105 0.56315789],0.564668769716088,0.555205047318612,0.794451450189155,0.950990615224192,0.957983193277311,0.95063025210084,0.566037735849057,0.548780487804878,0.565239917105053,0.566153846153846,0.593548387096774,0.556033452807646,0.796504369538077,0.80251572327044,0.794431060118153
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,480,160,160,0.6,0.2,0.2, [0.73958333 0.75       0.69791667 0.76041667 0.67708333],0.59375,0.6,0.8075,0.94692144373673,0.929166666666667,0.947916666666667,0.532374100719424,0.5,0.587209302325581,0.567567567567568,0.531645569620253,0.59915611814346,0.796833773087071,0.768447837150127,0.806828341179486
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166,12, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.68055556 0.72569444 0.67482517 0.72377622 0.67832168],0.510548523206751,0.527426160337553,0.863207547169811,0.976678445229682,0.963737796373779,0.976987447698745,0.495652173913043,0.471074380165289,0.511399259048162,0.5,0.482758620689655,0.526503277286976,0.860353130016051,0.842767295597484,0.863207547169811
ensemble_model_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200,6, lab, svdne,720,240,240,0.6,0.2,0.2, [0.65277778 0.64583333 0.64583333 0.65972222 0.625     ],0.679166666666667,0.65,0.8225,0.927576601671309,0.925,0.927777777777778,0.63849765258216,0.56198347107438,0.680151399402736,0.592233009708738,0.54954954954955,0.642991829038341,0.812664907651715,0.780405405405405,0.821946123755334
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.70212766 0.65957447 0.71276596 0.77659574 0.79787234],0.532051282051282,0.519230769230769,0.78772378516624,0.961206896551724,0.948936170212766,0.961702127659574,0.522875816993464,0.579710144927536,0.536981509245377,0.556213017751479,0.602564102564102,0.519230769230769,0.788804071246819,0.81151832460733,0.788259162303665
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.57083333 0.59166667 0.55416667 0.5625     0.48739496],0.532394366197183,0.566197183098592,0.739517819706499,0.854799015586546,0.869782971619366,0.852253756260434,0.558510638297872,0.596590909090909,0.532932326053834,0.574585635359116,0.581005586592179,0.566070975114271,0.746039856923863,0.765199161425577,0.739517819706499
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.49583333 0.5125     0.53361345 0.53781513 0.47058824],0.526610644257703,0.540616246498599,0.530922431865828,0.495511669658887,0.462311557788945,0.529313232830821,0.588807785888078,0.650537634408602,0.521175249952839,0.601941747572815,0.725146198830409,0.548056970382947,0.53794527620031,0.546121593291405,0.530922431865828
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.63636364 0.62237762 0.6013986  0.63636364 0.59859155],0.6125,0.629166666666667,0.85062893081761,0.92822299651568,0.932773109243698,0.927871148459384,0.617283950617284,0.635593220338983,0.612878577382606,0.666666666666667,0.729508196721311,0.627465962767435,0.853470437017995,0.870020964360587,0.85062893081761
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.67708333 0.60416667 0.58510638 0.69148936],0.518987341772152,0.537974683544304,0.792929292929293,0.968421052631579,0.966386554621849,0.968487394957983,0.530864197530864,0.511904761904762,0.519465894465894,0.516556291390728,0.541666666666667,0.53827519379845,0.791878172588832,0.791878172588832,0.792924010917532
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170,10, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.675      0.62083333 0.67916667 0.67226891 0.65966387],0.584269662921348,0.564606741573034,0.825471698113208,0.974619289340101,0.963210702341137,0.974916387959866,0.540372670807453,0.478021978021978,0.586712138436276,0.525993883792049,0.494252873563218,0.563060502715675,0.81813216821409,0.785115303983228,0.825471698113208
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdn,26,174,200,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.60416667 0.59375    0.5625     0.53125   ],0.5875,0.51875,0.57,0.62708719851577,0.704166666666667,0.58125,0.629213483146067,0.7,0.5875,0.569832402234637,0.593023255813954,0.512727844123193,0.616071428571429,0.679802955665025,0.568327873771599
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_3_svdn,16,184,200,10, low_bits_3, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.47478992 0.51680672 0.48739496 0.50840336 0.51260504],0.512534818941504,0.476323119777159,0.80503144654088,0.992417860151643,0.989915966386555,0.992436974789916,0.523160762942779,0.521739130434783,0.512298136645963,0.462857142857143,0.462857142857143,0.475993788819876,0.804621848739496,0.80293501048218,0.80503144654088
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.74166667 0.69583333 0.73333333 0.73109244 0.70168067],0.617977528089888,0.587078651685393,0.802410901467505,0.919243986254295,0.894648829431438,0.921404682274248,0.617977528089888,0.575916230366492,0.621291448516579,0.524271844660194,0.490909090909091,0.580533079485959,0.793876435210498,0.761006289308176,0.802410901467505
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.52083333 0.5        0.5212766  0.53191489 0.46808511],0.525316455696203,0.512658227848101,0.511392405063291,0.654867256637168,0.936708860759494,0.506329113924051,0.675324675324675,0.917647058823529,0.493070104754231,0.641860465116279,0.92,0.532289156626506,0.656583629893238,0.929471032745592,0.50926477845931
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.6875     0.70138889 0.71126761 0.71126761 0.73239437],0.651260504201681,0.634453781512605,0.814285714285714,0.927864214992928,0.918767507002801,0.928571428571428,0.704626334519573,0.767441860465116,0.640601664177512,0.650602409638554,0.716814159292035,0.638407079646018,0.821341956345998,0.848080133555927,0.814056987251736
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.65277778 0.66666667 0.61111111 0.5625     0.54861111],0.645833333333333,0.466666666666667,0.818333333333333,0.99302649930265,0.988888888888889,0.993055555555556,0.647302904564315,0.678260869565217,0.647130434782609,0.503875968992248,0.541666666666667,0.466666666666667,0.820723684210526,0.838655462184874,0.818501284811445
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdn,26,174,200,4, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.58333333 0.5625     0.55208333 0.5625     0.57446809],0.490566037735849,0.547169811320755,0.78894472361809,0.967602591792657,0.937238493723849,0.968619246861925,0.470588235294118,0.521739130434783,0.494202898550725,0.586206896551724,0.586206896551724,0.543103448275862,0.787341772151899,0.787341772151899,0.788932731462483
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68487395 0.66386555 0.67647059 0.68487395 0.67647059],0.568245125348189,0.562674094707521,0.671383647798742,0.737718567860117,0.74453781512605,0.735294117647059,0.553314121037464,0.521739130434783,0.56944099378882,0.544927536231884,0.537142857142857,0.562049689440994,0.66877971473851,0.663522012578616,0.671383647798742
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163,12, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.65034965 0.65384615 0.57342657 0.66783217],0.640167364016736,0.648535564853556,0.667714884696017,0.661807580174927,0.634965034965035,0.675524475524476,0.647540983606557,0.642276422764228,0.640103728623493,0.631578947368421,0.620689655172414,0.647743201569947,0.656182212581345,0.634171907756813,0.667714884696017
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51041667 0.52797203 0.51048951 0.51748252 0.55244755],0.529411764705882,0.579831932773109,0.539832285115304,0.558940397350993,0.589385474860335,0.534916201117319,0.529411764705882,0.552631578947368,0.5303480475382,0.62406015037594,0.669354838709677,0.575905489530277,0.564051638530288,0.59538784067086,0.539832285115304
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.42708333 0.5625     0.5212766  0.46808511 0.5106383 ],0.474683544303798,0.474683544303798,0.789873417721519,1,1,1,0.50887573964497,0.48314606741573,0.47345709167888,0.450331125827815,0.465753424657534,0.474053182917002,0.790931989924433,0.786967418546366,0.789903146613336
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.73109244 0.67226891 0.67226891 0.74789916 0.7394958 ],0.610027855153203,0.64066852367688,0.844863731656184,0.977060322854715,0.966386554621849,0.977310924369748,0.578313253012048,0.551724137931034,0.60829450139795,0.636619718309859,0.610810810810811,0.64161230195713,0.841201716738197,0.821802935010482,0.844863731656185
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.63888889 0.61458333 0.61538462 0.65734266 0.62937063],0.60337552742616,0.59915611814346,0.630503144654088,0.633001422475107,0.620641562064156,0.640167364016736,0.580357142857143,0.575221238938053,0.602126748501285,0.592274678111588,0.556451612903226,0.601234656009135,0.621578099838969,0.606918238993711,0.630503144654088
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdn,26,174,200, zones, low_bits_4_shifted_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.5        0.60416667 0.5        0.58510638],0.509433962264151,0.547169811320755,0.793969849246231,0.970212765957447,0.95397489539749,0.97071129707113,0.556818181818182,0.597560975609756,0.506572695597086,0.576470588235294,0.6125,0.546756329113924,0.799019607843137,0.812967581047382,0.793825562675589
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdn,32,134,166,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.5034965  0.48251748 0.50699301 0.54577465],0.55,0.5,0.544549266247379,0.560054907343857,0.571428571428571,0.551120448179272,0.597014925373134,0.655737704918033,0.548207835509864,0.538461538461538,0.593220338983051,0.501528202278411,0.562216624685138,0.584905660377358,0.54454926624738
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.625      0.6092437  0.66806723 0.60084034 0.61764706],0.541899441340782,0.539106145251397,0.65041928721174,0.726094003241491,0.751677852348993,0.716442953020134,0.625570776255708,0.756906077348066,0.539469987826575,0.625850340136054,0.779661016949153,0.541764210132035,0.684335068622811,0.757861635220126,0.65041928721174
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svd,16,184,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.66083916 0.6013986  0.62937063 0.5979021  0.64084507],0.604166666666667,0.575,0.844863731656184,0.928208846990573,0.896358543417367,0.930672268907563,0.615384615384615,0.655172413793103,0.605812013348165,0.610687022900763,0.645161290322581,0.57258064516129,0.843220338983051,0.834381551362683,0.844863731656185
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.67482517 0.68181818 0.66783217 0.64685315 0.67957746],0.616666666666667,0.554166666666667,0.863731656184486,0.957011980267794,0.950980392156863,0.957282913165266,0.622950819672131,0.598425196850394,0.617796669221657,0.552301255230126,0.584070796460177,0.555814925789144,0.863301787592008,0.860587002096436,0.863731656184486
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200,6, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.67361111 0.625      0.60416667 0.68055556 0.67361111],0.575,0.5625,0.791666666666667,0.940689655172414,0.947222222222222,0.940277777777778,0.588709677419355,0.588709677419355,0.574527252502781,0.553191489361702,0.528455284552846,0.563372941421722,0.793046357615894,0.789126853377265,0.791696647599257
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.51398601 0.54895105 0.51398601 0.53169014],0.466666666666667,0.5625,0.858490566037736,0.97396199859254,0.969187675070028,0.974089635854342,0.496062992125984,0.529411764705882,0.467185221195916,0.549356223175966,0.528925619834711,0.562782137648448,0.858490566037736,0.858490566037736,0.858490566037736
svm_model_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200,10, low_bits_2, svd,1200,400,400,0.6,0.2,0.2, [0.6375     0.57083333 0.56666667 0.64583333 0.57916667],0.573446327683616,0.553672316384181,0.606918238993711,0.63643858202803,0.643333333333333,0.6325,0.574647887323944,0.520408163265306,0.57982433479721,0.509316770186335,0.518987341772152,0.550309997416688,0.603174603174603,0.59748427672956,0.606918238993711
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.625      0.5        0.38297872 0.5212766  0.4787234 ],0.493670886075949,0.468354430379747,0.791139240506329,0.997885835095137,0.9957805907173,0.99789029535865,0.493670886075949,0.481481481481482,0.493987493987494,0.487804878048781,0.454545454545455,0.47012987012987,0.792452830188679,0.775862068965517,0.791576867816092
ensemble_model_v2_N16_B184_E200_nb_zones_12_lab_svdn,16,184,200, zones, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.46180556 0.48263889 0.47552448 0.52447552 0.50699301],0.582278481012658,0.430379746835443,0.866876310272536,0.985935302390999,0.97768479776848,0.9860529986053,0.578723404255319,0.581196581196581,0.582264957264957,0.420600858369099,0.408333333333333,0.430662393162393,0.865608465608466,0.857442348008386,0.866876310272536
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdn,40,130,170,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.53361345 0.54201681 0.57983193 0.53781513 0.51271186],0.516666666666667,0.483333333333333,0.539832285115304,0.435729847494553,0.336700336700337,0.563973063973064,0.30952380952381,0.222857142857143,0.508725868725869,0.300751879699248,0.216216216216216,0.490965250965251,0.38857938718663,0.292452830188679,0.539832285115304
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57291667 0.5979021  0.62587413 0.58741259 0.58041958],0.525210084033613,0.542016806722689,0.829664570230608,0.928122819260293,0.92877094972067,0.928072625698324,0.531120331950207,0.507936507936508,0.526289682539683,0.506787330316742,0.5,0.53968253968254,0.828496042216359,0.822851153039832,0.829664570230608
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdne,26,174,200,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.58333333 0.61458333 0.69791667 0.56382979 0.64893617],0.626582278481013,0.60126582278481,0.738636363636364,0.820295983086681,0.815126050420168,0.821428571428571,0.642424242424242,0.63855421686747,0.625943775100402,0.618181818181818,0.698630136986301,0.608138597904915,0.742216687422167,0.756345177664975,0.738725352651583
svm_model_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.71527778 0.68402778 0.7027972  0.76573427 0.68531469],0.683544303797468,0.658227848101266,0.747379454926625,0.754147812971342,0.697350069735007,0.772663877266388,0.607329842931937,0.491525423728814,0.682737501780373,0.61244019138756,0.53781512605042,0.658738071499786,0.720741599073001,0.651991614255765,0.747379454926625
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.60416667 0.6875     0.64583333 0.65625   ],0.51875,0.5875,0.82125,1,1,1,0.533333333333333,0.55,0.51875,0.571428571428571,0.556962025316456,0.58712298796687,0.821026282853567,0.822055137844611,0.821252007825049
svm_model_N26_B174_E200_nb_zones_8_lab_svd,26,174,200,8, lab, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71354167 0.65789474 0.72105263 0.66315789 0.67894737],0.605678233438486,0.662460567823344,0.689785624211854,0.70917225950783,0.665966386554622,0.726890756302521,0.620060790273556,0.684563758389262,0.610139022051774,0.698591549295775,0.72093023255814,0.657016840417001,0.688212927756654,0.681304893350063,0.68982861904512
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.79166667 0.78125    0.75       0.72340426 0.69148936],0.436708860759494,0.556962025316456,0.702020202020202,0.840579710144928,0.852941176470588,0.838235294117647,0.473372781065089,0.533333333333333,0.44136546184739,0.619565217391304,0.633333333333333,0.544607843137255,0.717703349282297,0.744416873449131,0.701257279912227
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61188811 0.61188811 0.5979021  0.62237762 0.6013986 ],0.493723849372385,0.552301255230126,0.836477987421384,0.941422594142259,0.944055944055944,0.941258741258741,0.489451476793249,0.487394957983193,0.493697478991597,0.573705179282868,0.6,0.552100840336134,0.837669094693028,0.843815513626834,0.836477987421384
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdne,26,174,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.63541667 0.67708333 0.59375    0.66666667 0.65625   ],0.5,0.5875,0.80875,0.985386221294363,0.983333333333333,0.985416666666667,0.5,0.465116279069767,0.502828409805154,0.56,0.525,0.5875,0.806083650190114,0.783251231527094,0.809138306118877
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.67832168 0.62587413 0.6013986  0.64685315],0.523012552301255,0.606694560669456,0.825471698113208,0.912403644008409,0.91048951048951,0.912587412587412,0.525,0.488372093023256,0.52600422832981,0.53921568627451,0.5,0.598837209302326,0.822020309994655,0.806079664570231,0.825471698113208
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_3_svdn,16,184,200, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.51666667 0.50833333 0.51680672 0.4789916  0.4789916 ],0.543417366946779,0.515406162464986,0.817610062893082,0.98989898989899,0.984924623115578,0.989949748743718,0.530259365994236,0.522727272727273,0.543131592164741,0.515406162464986,0.50828729281768,0.515507282772476,0.816067653276956,0.809224318658281,0.817610062893082
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.69444444 0.72916667 0.70138889 0.72916667 0.66666667],0.5375,0.570833333333333,0.7775,0.925035360678925,0.908333333333333,0.926388888888889,0.54320987654321,0.554621848739496,0.537641502882145,0.592885375494071,0.614754098360656,0.570088913587107,0.778054862842893,0.778702163061564,0.777497993049981
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.67708333 0.6875     0.79166667 0.70833333],0.5125,0.53125,0.78125,0.952586206896552,0.920833333333333,0.954166666666667,0.541176470588235,0.55421686746988,0.510874667501173,0.516129032258065,0.512820512820513,0.530800500312695,0.778200253485424,0.765586034912718,0.781289258057863
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200,4, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.77083333 0.6875     0.69791667 0.69148936 0.69148936],0.525316455696203,0.563291139240506,0.792929292929293,0.957264957264957,0.941176470588235,0.957983193277311,0.571428571428571,0.617283950617284,0.522927689594356,0.61878453038674,0.7,0.561538461538462,0.800970873786408,0.827067669172932,0.792668694637357
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.50416667 0.52083333 0.475      0.48739496 0.42857143],0.49438202247191,0.539325842696629,0.819706498951782,1,1,1,0.53125,0.607142857142857,0.500379939209726,0.587939698492462,0.622340425531915,0.534384498480243,0.826086956521739,0.856394129979036,0.819706498951782
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.67083333 0.65833333 0.65       0.63865546 0.65546218],0.556179775280899,0.550561797752809,0.794549266247379,0.937710437710438,0.931438127090301,0.938127090301003,0.548571428571429,0.571428571428571,0.556990881458967,0.578947368421053,0.585106382978723,0.548505572441743,0.795620437956204,0.79979035639413,0.794549266247379
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,480,160,160,0.6,0.2,0.2, [0.67708333 0.70833333 0.69791667 0.6875     0.71875   ],0.625,0.6,0.81875,0.95578947368421,0.945833333333333,0.95625,0.68421052631579,0.8125,0.625,0.666666666666667,0.831168831168831,0.608355499921765,0.830805134189031,0.896725440806045,0.819330462338507
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.5210084  0.54201681 0.50840336 0.54201681],0.455307262569832,0.516759776536313,0.807127882599581,1,1,1,0.477211796246649,0.523529411764706,0.458573216520651,0.566416040100251,0.601063829787234,0.51229662077597,0.812627291242362,0.836477987421384,0.807127882599581
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72727273 0.6958042  0.6993007  0.72377622 0.7027972 ],0.539748953974895,0.543933054393305,0.84853249475891,0.95042492917847,0.938461538461538,0.951048951048951,0.58955223880597,0.658333333333333,0.539250700280112,0.585551330798479,0.647058823529412,0.544362745098039,0.851260936695831,0.866876310272536,0.84853249475891
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.65625    0.57291667 0.69791667 0.63541667 0.69791667],0.55625,0.5625,0.8075,0.972515856236786,0.958333333333333,0.972916666666667,0.466165413533835,0.392405063291139,0.554227223003594,0.396551724137931,0.333333333333333,0.534798534798535,0.786703601108033,0.731958762886598,0.805299769792814
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.76041667 0.6875     0.75531915 0.76595745],0.468354430379747,0.512658227848101,0.777777777777778,0.968421052631579,0.966386554621849,0.968487394957983,0.44,0.458333333333333,0.467538759689922,0.52760736196319,0.551282051282051,0.513141025641026,0.776649746192893,0.788659793814433,0.77799326324385
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200,10, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5875     0.65966387 0.57563025 0.63445378 0.61344538],0.578212290502793,0.572625698324022,0.813417190775681,0.956155143338954,0.951342281879195,0.956375838926174,0.517571884984026,0.48502994011976,0.572357901997053,0.585365853658537,0.565445026178011,0.573141674765652,0.809421841541756,0.792452830188679,0.813417190775681
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.60839161 0.6048951  0.60839161 0.63286713 0.64685315],0.531380753138075,0.531380753138075,0.807651991614256,0.89950808151792,0.895104895104895,0.9,0.588235294117647,0.661157024793388,0.529731054769576,0.569230769230769,0.627118644067797,0.532567586496708,0.812276214833759,0.832285115303983,0.807651991614256
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.54166667 0.61111111 0.46527778 0.52816901],0.493723849372385,0.510460251046025,0.788461538461538,0.979536152796726,1,0.979108635097493,0.529182879377432,0.548387096774194,0.491584852734923,0.522448979591837,0.520325203252033,0.510162601626016,0.795141700404858,0.81023102310231,0.788166359008782
ensemble_model_N26_B174_E200_nb_zones_8_lab_svd,26,174,200,8, lab, svd,960,320,320,0.6,0.2,0.2, [0.72916667 0.71354167 0.66666667 0.69791667 0.625     ],0.603125,0.609375,0.80625,0.94020618556701,0.95,0.939583333333333,0.623145400593472,0.686274509803922,0.606610308794176,0.653739612188366,0.698224852071006,0.604079313452721,0.814148681055156,0.846633416458853,0.806148788429928
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170,10, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.59583333 0.57563025 0.61764706 0.6302521 ],0.638655462184874,0.630252100840336,0.826519916142558,0.942622950819672,0.963149078726968,0.941373534338358,0.595611285266458,0.579268292682927,0.634193731833691,0.631284916201117,0.585492227979275,0.634209528623783,0.825513969425409,0.820754716981132,0.826519916142558
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200,4, low_bits_4, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.51041667 0.57291667 0.625      0.5106383 ],0.522012578616352,0.452830188679245,0.795226130653266,1,1,1,0.525,0.506024096385542,0.522748890298034,0.466257668711656,0.493506493506493,0.454070319923978,0.796504369538077,0.799498746867168,0.795215368395801
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svd,26,174,200,6, low_bits_4_shifted_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.74305556 0.65972222 0.67361111 0.72222222 0.67605634],0.556485355648536,0.548117154811716,0.79933110367893,0.962857142857143,0.938718662952646,0.963788300835655,0.626760563380282,0.717741935483871,0.550175315568022,0.625,0.714285714285714,0.538558786346397,0.811320754716981,0.847290640394089,0.798432373007947
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52941176 0.52521008 0.57142857 0.52941176 0.52521008],0.557103064066852,0.543175487465181,0.822851153039832,0.987234042553192,0.974789915966386,0.987394957983193,0.613138686131387,0.652849740932642,0.549316436731381,0.587939698492462,0.704819277108434,0.55448217741432,0.829637096774193,0.862683438155136,0.822851153039832
svm_model_N40_B130_E170_nb_zones_12_lab_svd,40,130,170,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.75874126 0.75174825 0.74475524 0.73426573 0.76056338],0.6,0.629166666666667,0.888364779874214,0.980113636363636,0.966386554621849,0.980392156862745,0.622047244094488,0.681034482758621,0.602614015572859,0.661596958174905,0.701612903225807,0.62666852057842,0.889350649350649,0.89727463312369,0.888364779874214
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.54201681 0.51260504 0.51260504 0.5        0.59663866],0.557103064066852,0.526462395543176,0.545073375262054,0.60280029476787,0.687394957983193,0.547058823529412,0.61501210653753,0.693989071038251,0.554380899155489,0.60093896713615,0.727272727272727,0.53030303030303,0.604735883424408,0.69601677148847,0.545073375262055
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200,6, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.64583333 0.69444444 0.61267606 0.73943662 0.68309859],0.542016806722689,0.516806722689076,0.688235294117647,0.793248945147679,0.789915966386555,0.794117647058823,0.582375478927203,0.575757575757576,0.537878787878788,0.526748971193416,0.551724137931034,0.517665347654042,0.694650205761317,0.697520661157025,0.688076569894752
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.61458333 0.65277778 0.61888112 0.60839161 0.63636364],0.594936708860759,0.645569620253165,0.845911949685535,0.92202462380301,0.940027894002789,0.920502092050209,0.551401869158879,0.453846153846154,0.610100647016535,0.543478260869565,0.467289719626168,0.62979870596693,0.841935483870968,0.820754716981132,0.845911949685535
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.44791667 0.54166667 0.43617021 0.5       ],0.506329113924051,0.506329113924051,0.803030303030303,1,1,1,0.48,0.486486486486487,0.505148005148005,0.535714285714286,0.555555555555556,0.505050505050505,0.80352644836272,0.811704834605598,0.803095525072223
svm_model_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69791667 0.66083916 0.67132867 0.61888112 0.68531469],0.642857142857143,0.579831932773109,0.671907756813417,0.672118959107807,0.631284916201117,0.692039106145251,0.62882096069869,0.615384615384615,0.642403051493961,0.56140350877193,0.528925619834711,0.580702126156672,0.652608213096559,0.616352201257862,0.671907756813417
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,1434,478,478,0.6,0.2,0.2, [0.63194444 0.63194444 0.58391608 0.65384615 0.64685315],0.485232067510549,0.518987341772152,0.807651991614256,0.908710801393728,0.909344490934449,0.908647140864714,0.478632478632479,0.48695652173913,0.48528153955809,0.532786885245902,0.532786885245902,0.518567355666429,0.808154730789336,0.810272536687631,0.807651991614256
svm_model_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.60833333 0.62184874 0.63865546 0.65546218 0.62184874],0.555865921787709,0.583798882681564,0.610062893081761,0.687679083094556,0.805369127516778,0.634228187919463,0.620525059665871,0.722222222222222,0.554931335830212,0.644391408114559,0.758426966292135,0.584769038701623,0.666965085049239,0.780922431865828,0.610062893081761
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200,6, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.5        0.46478873 0.55633803 0.47183099],0.516806722689076,0.508403361344538,0.805042016806723,1,1,1,0.530612244897959,0.575221238938053,0.519610619469027,0.506329113924051,0.491803278688525,0.508832673827021,0.806020066889632,0.814189189189189,0.805087905631384
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166,12, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.65625    0.68055556 0.66319444 0.66319444 0.67482517],0.48936170212766,0.51063829787234,0.807127882599581,0.910798122065728,0.944367176634214,0.907510431154381,0.51219512195122,0.538461538461538,0.489569752281617,0.506437768240343,0.5,0.510683760683761,0.813197969543147,0.839622641509434,0.807127882599581
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svd,26,174,200,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.61805556 0.75       0.59859155 0.70422535 0.69014085],0.621848739495798,0.626050420168067,0.80672268907563,0.931543624161074,0.971988795518207,0.928571428571429,0.598214285714286,0.592920353982301,0.62046017699115,0.614718614718615,0.596638655462185,0.626050420168067,0.808333333333333,0.823429541595925,0.806889479616598
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdn,40,130,170,10, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.55416667 0.49159664 0.53361345 0.50840336 0.6092437 ],0.5,0.511173184357542,0.814465408805031,1,1,1,0.514905149051491,0.524861878453039,0.49971907481974,0.540682414698163,0.581920903954802,0.511954927115523,0.817713697219361,0.832285115303983,0.814465408805031
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.47916667 0.51041667 0.45833333 0.58333333],0.50625,0.475,0.795,0.997920997920998,1,0.997916666666667,0.558659217877095,0.588235294117647,0.50078431372549,0.468354430379747,0.52112676056338,0.479664503877196,0.799511002444988,0.825757575757576,0.795304530453045
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51388889 0.5        0.52447552 0.53146853 0.52097902],0.53781512605042,0.483193277310924,0.877882599580713,1,1,1,0.566929133858268,0.580645161290323,0.535936615732881,0.521400778210117,0.587719298245614,0.487408036219581,0.880082346886258,0.896226415094339,0.877882599580713
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200,6, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.72916667 0.72222222 0.70833333 0.64084507 0.66901408],0.525210084033613,0.529411764705882,0.783557046979866,0.953191489361702,0.93854748603352,0.95391061452514,0.570342205323194,0.625,0.524364406779661,0.529411764705882,0.538461538461538,0.529561347743166,0.786069651741293,0.796638655462185,0.78357895922188
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svd,26,174,200, zones, lab, svd,960,320,320,0.6,0.2,0.2, [0.69791667 0.703125   0.66145833 0.703125   0.703125  ],0.61875,0.615625,0.78625,0.899273104880581,0.902083333333333,0.898958333333333,0.598684210526316,0.548192771084337,0.621498982944766,0.571428571428571,0.525641025641026,0.613430268918074,0.77992277992278,0.755610972568579,0.786326789542435
ensemble_model_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.71527778 0.70833333 0.70979021 0.75874126 0.75174825],0.666666666666667,0.645569620253165,0.848008385744235,0.910120311394197,0.896792189679219,0.911436541143654,0.651982378854625,0.632478632478632,0.666239316239316,0.655737704918033,0.666666666666667,0.645299145299145,0.846072186836518,0.835429769392034,0.848008385744235
svm_model_N16_B184_E200_nb_zones_12_low_bits_6_svdn,16,184,200,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.53146853 0.52097902 0.53846154 0.51056338],0.541666666666667,0.5,0.686058700209644,0.722764838467318,0.673669467787115,0.741596638655462,0.513274336283186,0.471544715447154,0.543464665415885,0.454545454545454,0.427350427350427,0.498228059203669,0.662915025323579,0.617400419287212,0.686058700209644
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdn,32,134,166,12, low_bits_4_shifted_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48611111 0.53846154 0.55944056 0.52447552 0.53496503],0.487394957983193,0.474789915966386,0.870545073375262,1,1,1,0.5234375,0.558333333333333,0.486793785310734,0.497991967871486,0.525423728813559,0.47521186440678,0.87248322147651,0.885744234800839,0.870545073375262
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.62184874 0.62605042 0.61344538 0.62605042],0.545961002785515,0.495821727019499,0.775157232704403,0.92814877430262,0.922689075630252,0.928571428571429,0.599508599508599,0.685393258426966,0.547116518716246,0.546365914786967,0.602209944751381,0.494925197094792,0.784313725490196,0.817610062893082,0.775157232704403
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200,4, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.59375    0.66666667 0.66666667 0.64893617 0.58510638],0.639240506329114,0.569620253164557,0.678030303030303,0.709821428571429,0.668067226890756,0.726890756302521,0.666666666666667,0.655172413793103,0.637445361826129,0.575,0.666666666666667,0.580524344569288,0.672657252888318,0.66497461928934,0.677964696579343
svm_model_N16_B184_E200_nb_zones_12_low_bits_5_svdn,16,184,200,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.54861111 0.50347222 0.55244755 0.51748252 0.52797203],0.548523206751055,0.49789029535865,0.590146750524109,0.589364844903988,0.556485355648536,0.612273361227336,0.54468085106383,0.542372881355932,0.548497365047714,0.484848484848485,0.470588235294118,0.498005982053838,0.57032967032967,0.544025157232704,0.590146750524109
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.61538462 0.63286713 0.62937063 0.62587413 0.59507042],0.55,0.6125,0.821802935010482,0.903939184519696,0.915966386554622,0.90266106442577,0.611510791366906,0.648854961832061,0.54002381119126,0.635294117647059,0.743119266055046,0.623468029974088,0.828282828282828,0.859538784067086,0.821802935010482
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.48951049 0.45804196 0.47552448 0.47552448 0.47552448],0.472803347280335,0.510460251046025,0.872641509433962,1,1,1,0.491935483870968,0.504132231404959,0.472405098753327,0.555133079847909,0.61864406779661,0.51180137274128,0.874806800618238,0.889937106918239,0.872641509433962
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.70833333 0.65492958 0.63380282 0.66901408 0.6971831 ],0.544303797468354,0.544303797468354,0.784148397976391,0.943502824858757,0.938202247191011,0.943820224719101,0.542372881355932,0.516129032258065,0.545675135598059,0.542372881355932,0.587155963302752,0.547484231651376,0.783050847457627,0.784380305602716,0.784149951796333
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.52777778 0.41666667 0.50704225 0.46478873],0.487394957983193,0.512605042016807,0.795302013422819,0.991596638655462,0.988826815642458,0.991620111731844,0.508064516129032,0.516393442622951,0.486644997173544,0.512605042016807,0.559633027522936,0.5162506222886,0.796666666666667,0.811544991511036,0.795490572040758
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.54621849 0.52521008 0.55882353 0.54201681 0.53389831],0.555555555555556,0.533333333333333,0.560796645702306,0.584690553745928,0.604377104377104,0.570707070707071,0.585492227979275,0.701863354037267,0.569524641842754,0.619909502262443,0.688442211055276,0.515028558943787,0.592412451361868,0.638364779874214,0.560796645702306
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.525      0.49166667 0.5125     0.50833333 0.50840336],0.487323943661972,0.546478873239437,0.812893081761006,0.988391376451078,0.994991652754591,0.988313856427379,0.482954545454546,0.44973544973545,0.48992796583158,0.530612244897959,0.548192771084337,0.546583158028941,0.81220410310363,0.809224318658281,0.812893081761006
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200,4, low_bits_4, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.77083333 0.78723404 0.77659574 0.79787234 0.74468085],0.54140127388535,0.560509554140127,0.778625954198473,0.928416485900217,0.906779661016949,0.930084745762712,0.576470588235294,0.690140845070423,0.554372748116607,0.554838709677419,0.661538461538462,0.575334448160535,0.778625954198473,0.82258064516129,0.78085553997195
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.49166667 0.54166667 0.46218487 0.5210084  0.49579832],0.512605042016807,0.526610644257703,0.819706498951782,0.999161777032691,0.998324958123953,0.999162479061976,0.542105263157895,0.581920903954802,0.513182674199623,0.526610644257703,0.522222222222222,0.526647834274953,0.821761658031088,0.831236897274633,0.819706498951782
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61764706 0.54621849 0.55042017 0.54201681 0.54201681],0.545961002785515,0.604456824512535,0.825471698113208,0.976271186440678,0.968067226890756,0.976470588235294,0.563002680965147,0.58659217877095,0.546073867163253,0.601123595505618,0.594444444444444,0.604484792054624,0.825563122053431,0.825995807127883,0.825471698113208
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.65492958 0.74647887 0.69014085 0.78169014 0.71126761],0.521186440677966,0.521186440677966,0.761421319796954,0.921787709497207,0.929577464788732,0.92112676056338,0.594982078853047,0.734513274336283,0.529858263184402,0.592057761732852,0.745454545454545,0.535425685425685,0.778301886792453,0.856401384083045,0.763465592703774
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.64583333 0.625      0.66666667 0.6875    ],0.45,0.525,0.6475,0.763052208835341,0.791666666666667,0.754166666666667,0.476190476190476,0.512820512820513,0.451532207629769,0.58695652173913,0.58695652173913,0.514066496163683,0.668235294117647,0.692682926829268,0.646341463414634
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,1200,400,400,0.6,0.2,0.2, [0.68333333 0.63333333 0.62083333 0.675      0.65      ],0.598870056497175,0.536723163841808,0.780398322851153,0.90684253915911,0.916666666666667,0.905833333333333,0.598870056497175,0.602272727272727,0.598889172625128,0.536723163841808,0.533707865168539,0.536740296220633,0.781884435190005,0.787211740041929,0.780398322851153
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,474,158,158,0.6,0.2,0.2, [0.59375    0.58333333 0.58510638 0.64893617 0.68085106],0.651898734177215,0.588607594936709,0.843037974683544,0.99163179916318,1,0.991561181434599,0.696132596685083,0.7,0.644117647058823,0.563758389261745,0.724137931034483,0.617068965517241,0.846534653465347,0.888311688311688,0.844155844155844
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.63194444 0.59027778 0.63194444 0.66901408],0.577405857740586,0.581589958158996,0.617892976588629,0.63323782234957,0.615598885793872,0.643454038997215,0.525821596244131,0.470588235294118,0.576960784313725,0.54954954954955,0.521367521367521,0.580355891831302,0.596646072374228,0.568067226890756,0.617644262363847
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.6875     0.78125    0.65625    0.76041667 0.65625   ],0.56875,0.475,0.80875,1,1,1,0.596491228070176,0.645569620253165,0.569698390373496,0.468354430379747,0.5,0.476744186046512,0.810877626699629,0.834605597964377,0.80919469087408
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdn,26,174,200,6, low_bits_4_shifted_2, svdn,708,236,236,0.6,0.2,0.2, [0.54929577 0.53521127 0.56338028 0.55633803 0.53571429],0.533898305084746,0.567796610169492,0.566101694915254,0.664429530201342,0.838983050847458,0.576271186440678,0.623287671232877,0.728,0.521657657657658,0.640845070422535,0.8125,0.579637096774194,0.651700680272109,0.810490693739425,0.565686773015723
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.59243697 0.60504202 0.67226891 0.61764706 0.61440678],0.591666666666667,0.594444444444444,0.817610062893082,0.953191489361702,0.942760942760943,0.953703703703704,0.571428571428571,0.553672316384181,0.591043808465314,0.557575757575758,0.502732240437158,0.595998888580161,0.811688311688312,0.786163522012579,0.817610062893082
svm_model_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200,8, lab, svdn,954,318,318,0.6,0.2,0.2, [0.53125    0.51041667 0.47368421 0.53684211 0.56315789],0.506289308176101,0.493710691823899,0.554716981132075,0.579741379310345,0.563941299790356,0.591194968553459,0.485245901639344,0.459627329192547,0.506883728290541,0.465116279069767,0.448717948717949,0.492877492877493,0.538461538461538,0.520151133501259,0.554673556700378
ensemble_model_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.68181818 0.66083916 0.67132867 0.6993007  0.64788732],0.5625,0.566666666666667,0.819182389937107,0.903954802259887,0.896358543417367,0.904761904761905,0.571428571428571,0.598290598290598,0.563372941421722,0.559322033898305,0.536585365853659,0.567437982072128,0.818133895624671,0.813417190775681,0.819182389937107
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55594406 0.53496503 0.54545455 0.50699301 0.50699301],0.451882845188285,0.518828451882845,0.772536687631027,0.869444444444444,0.875524475524475,0.868531468531469,0.460905349794239,0.470588235294118,0.451960784313726,0.514767932489452,0.508333333333333,0.518872549019608,0.773958333333333,0.778825995807128,0.772536687631027
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200,6, low_bits_5, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.55633803 0.52112676 0.51408451 0.50704225 0.49295775],0.563559322033898,0.504237288135593,0.594754653130288,0.641770401106501,0.653521126760563,0.635211267605634,0.586345381526104,0.584,0.56227027027027,0.514522821576763,0.508196721311475,0.504098360655738,0.605111294311624,0.609634551495017,0.594472448161301
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.525      0.53361345 0.47058824 0.52521008],0.563025210084034,0.526610644257703,0.829664570230608,1,1,1,0.515527950310559,0.482558139534884,0.560197988686361,0.515759312320917,0.486486486486487,0.528126964173476,0.82573726541555,0.807127882599581,0.829664570230608
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.69791667 0.57291667 0.6875     0.59574468 0.73404255],0.556962025316456,0.639240506329114,0.813131313131313,0.955223880597015,0.941176470588235,0.955882352941176,0.507042253521127,0.444444444444444,0.55988455988456,0.589928057553957,0.611940298507463,0.635640478924061,0.802666666666667,0.77979274611399,0.812310166160443
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.62847222 0.63636364 0.66783217 0.65734266],0.544303797468354,0.481012658227848,0.79874213836478,0.89367616400278,0.896792189679219,0.893305439330544,0.571428571428571,0.571428571428571,0.542471042471042,0.481012658227848,0.513513513513513,0.482947232947233,0.800829875518672,0.809224318658281,0.79874213836478
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.54895105 0.4965035  0.54545455 0.57394366],0.520833333333333,0.5625,0.545073375262054,0.598014888337469,0.675070028011205,0.546218487394958,0.538152610441767,0.549180327868853,0.520352875798833,0.591439688715953,0.644067796610169,0.563837176993609,0.590179414542021,0.655136268343816,0.545073375262054
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200,6, low_bits_4, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72222222 0.71126761 0.78873239 0.76056338 0.71830986],0.565400843881857,0.49789029535865,0.725126475548061,0.85792349726776,0.882022471910112,0.853932584269663,0.628158844765343,0.707317073170732,0.559798887462559,0.576512455516014,0.710526315789474,0.505669661959777,0.747286821705426,0.812816188870152,0.725126475548061
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200,6, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.69444444 0.71527778 0.67361111 0.63194444 0.70833333],0.575,0.545833333333333,0.823333333333333,0.998609179415855,0.997222222222222,0.998611111111111,0.610687022900763,0.645161290322581,0.57258064516129,0.603636363636364,0.62406015037594,0.536329140608531,0.831210191082803,0.846029173419773,0.822671533536645
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdn,16,184,200,12, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47902098 0.57342657 0.54195804 0.51398601 0.53846154],0.502092050209205,0.573221757322176,0.545073375262054,0.622740524781341,0.746853146853147,0.547552447552447,0.612377850162866,0.783333333333333,0.500910364145658,0.655405405405405,0.815126050420168,0.574229691876751,0.625539257981018,0.759958071278826,0.545073375262054
ensemble_model_N40_B130_E170_nb_zones_12_lab_svd,40,130,170,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.75347222 0.77972028 0.7972028  0.76573427 0.74825175],0.512605042016807,0.533613445378151,0.835953878406709,0.938129496402878,0.910614525139665,0.939944134078212,0.486725663716814,0.419847328244275,0.52300777627167,0.458536585365854,0.439252336448598,0.524969679674681,0.828116419549698,0.790356394129979,0.835953878406708
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.5625     0.51041667 0.58333333 0.53125   ],0.525,0.48125,0.645,0.734607218683652,0.720833333333333,0.739583333333333,0.552941176470588,0.552941176470588,0.523137254901961,0.457516339869281,0.4375,0.48125,0.642317380352645,0.62962962962963,0.645194561650258
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdn,26,174,200,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.56944444 0.47916667 0.50694444 0.51388889 0.48611111],0.545833333333333,0.529166666666667,0.800833333333333,0.976807639836289,0.994444444444444,0.976388888888889,0.572549019607843,0.603305785123967,0.54535037155358,0.549800796812749,0.552,0.528173913043478,0.807102502017756,0.825082508250825,0.80058839217255
svm_model_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.53125    0.71875    0.65625    0.55208333 0.56382979],0.50314465408805,0.566037735849057,0.579145728643216,0.651769087523277,0.732217573221757,0.608786610878661,0.56353591160221,0.662337662337662,0.507998099461514,0.646153846153846,0.7875,0.564636075949367,0.633077765607886,0.72979797979798,0.57989898989899
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200,6, low_bits_5, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.54166667 0.57042254 0.52816901 0.55633803 0.57042254],0.556962025316456,0.472573839662447,0.806070826306914,1,1,1,0.591439688715953,0.633333333333333,0.555982905982906,0.50199203187251,0.533898305084746,0.472831505483549,0.811475409836066,0.833333333333333,0.806024774774775
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,1188,396,396,0.6,0.2,0.2, [0.55882353 0.50420168 0.51260504 0.51680672 0.53389831],0.516666666666667,0.513888888888889,0.812893081761006,0.993265993265993,0.993265993265993,0.993265993265993,0.5,0.483333333333333,0.516666666666667,0.501424501424501,0.488888888888889,0.513888888888889,0.810810810810811,0.80188679245283,0.812893081761006
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60763889 0.57342657 0.63986014 0.63986014 0.6048951 ],0.521008403361345,0.516806722689076,0.639937106918239,0.637083993660856,0.56145251396648,0.680167597765363,0.40625,0.327731092436975,0.521008403361344,0.433497536945813,0.369747899159664,0.516806722689076,0.585395292697646,0.508385744234801,0.639937106918239
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.62237762 0.66433566 0.68181818 0.65034965 0.64084507],0.616666666666667,0.533333333333333,0.818658280922432,0.901388888888889,0.908963585434173,0.900560224089636,0.656716417910448,0.727272727272727,0.615737203972498,0.605633802816901,0.722689075630252,0.534898256823391,0.826305220883534,0.862683438155136,0.818658280922432
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200,6, low_bits_4, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.78873239 0.63380282 0.74647887 0.72535211 0.73239437],0.533898305084746,0.529661016949153,0.77834179357022,0.94151212553495,0.929577464788732,0.94225352112676,0.481132075471698,0.463636363636364,0.529437229437229,0.506666666666667,0.471074380165289,0.531189363995688,0.769771528998243,0.747440273037543,0.778082552626154
svm_model_N16_B184_E200_nb_zones_10_low_bits_2_svdn,16,184,200,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.575      0.54621849 0.48319328 0.57563025],0.487394957983193,0.495798319327731,0.724842767295598,0.863865546218487,0.860971524288107,0.864321608040201,0.493074792243767,0.514450867052023,0.488203694395577,0.5,0.489130434782609,0.496010304096507,0.725274725274725,0.726415094339623,0.724842767295598
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200,4, low_bits_3, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.52083333 0.55319149 0.5212766  0.4893617  0.5       ],0.515923566878981,0.579617834394904,0.819338422391857,1,1,1,0.464788732394366,0.464788732394366,0.511464133639044,0.607142857142857,0.6375,0.57849025974026,0.818414322250639,0.82687338501292,0.819451730100445
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.70629371 0.66783217 0.68181818 0.72377622 0.68309859],0.6125,0.654166666666667,0.860587002096436,0.937238493723849,0.941176470588235,0.936974789915966,0.651685393258427,0.725,0.6125,0.691449814126394,0.775,0.654166666666667,0.86497461928934,0.893081761006289,0.860587002096436
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75694444 0.74305556 0.625      0.65277778 0.64084507],0.564853556485356,0.577405857740586,0.804347826086956,0.959778085991678,0.963788300835655,0.959610027855153,0.551724137931034,0.551724137931034,0.564479955144379,0.580912863070539,0.578512396694215,0.577391791567446,0.804020100502513,0.805369127516778,0.804351230425056
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170,10, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.66806723 0.72689076 0.69327731 0.71428571 0.71186441],0.611111111111111,0.661111111111111,0.715932914046122,0.717171717171717,0.597643097643098,0.764309764309764,0.573170731707317,0.540229885057471,0.608824619948091,0.666666666666667,0.655913978494624,0.661290322580645,0.678147268408551,0.59853249475891,0.715932914046122
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200,4, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.625      0.58333333 0.67708333 0.5        0.59574468],0.553459119496855,0.49685534591195,0.806532663316583,0.993684210526316,0.98744769874477,0.993723849372385,0.579881656804734,0.644736842105263,0.557308180088776,0.540229885057471,0.626666666666667,0.503809523809524,0.811735941320293,0.851282051282051,0.807414424655804
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69166667 0.72268908 0.73109244 0.77731092 0.76470588],0.614525139664804,0.575418994413408,0.769916142557652,0.872540633019675,0.855704697986577,0.875,0.625,0.68452380952381,0.618577694235589,0.616161616161616,0.642105263157895,0.571052631578947,0.772891877909984,0.783018867924528,0.769916142557652
ensemble_model_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.46315789 0.49473684 0.45789474 0.46842105 0.52105263],0.449367088607595,0.525316455696203,0.79519595448799,1,1,1,0.445859872611465,0.426829268292683,0.450256739409499,0.525316455696203,0.535483870967742,0.52550591063915,0.794936708860759,0.790931989924433,0.795212187855618
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdn,26,174,200, zones, low_bits_4_shifted_2, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.5625     0.54929577 0.56338028 0.55633803 0.58450704],0.506329113924051,0.535864978902954,0.785834738617201,0.962025316455696,0.960674157303371,0.962078651685393,0.522448979591837,0.571428571428571,0.509714285714286,0.53781512605042,0.551724137931034,0.536192647477914,0.787269681742044,0.804794520547945,0.786118190506531
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_5_svdn,16,184,200,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.51398601 0.47202797 0.52797203 0.52816901],0.545833333333333,0.5,0.876310272536688,0.995115143056525,0.99859943977591,0.995098039215686,0.572549019607843,0.603305785123967,0.54535037155358,0.516129032258065,0.53781512605042,0.500312521702896,0.878099173553719,0.890985324947589,0.876310272536688
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.59243697 0.58823529 0.61764706 0.57983193 0.6779661 ],0.519444444444444,0.508333333333333,0.779874213836478,0.940068493150685,0.924242424242424,0.941077441077441,0.520775623268698,0.502673796791444,0.520123025563352,0.501408450704225,0.514450867052023,0.508562331921733,0.777070063694267,0.767295597484277,0.779874213836478
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170,10, low_bits_3, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.55       0.53361345 0.57142857 0.53781513 0.60504202],0.544692737430168,0.578212290502793,0.835429769392034,1,1,1,0.479233226837061,0.418994413407821,0.544692737430168,0.53822629969419,0.491620111731844,0.578212290502793,0.828602620087336,0.79559748427673,0.835429769392034
svm_model_N32_B168_E200_nb_zones_4_lab_svd,32,168,200,4, lab, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.73958333 0.69791667 0.71875    0.60416667],0.63125,0.63125,0.8175,0.941176470588235,0.933333333333333,0.941666666666667,0.562962962962963,0.520547945205479,0.622342938119981,0.609271523178808,0.58974358974359,0.630237648530331,0.808398950131233,0.78772378516624,0.816844777668695
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.52083333 0.51041667 0.44791667 0.60416667],0.425,0.4375,0.76875,0.993762993762994,0.995833333333333,0.99375,0.48314606741573,0.457446808510638,0.418117343649259,0.451219512195122,0.536231884057971,0.449434623347667,0.775212636695018,0.791563275434243,0.768577607490421
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.59375    0.58333333 0.60416667 0.63541667 0.54166667],0.575,0.6,0.80875,0.955032119914347,0.929166666666667,0.95625,0.484848484848485,0.385542168674699,0.582381473947739,0.483870967741935,0.4,0.588235294117647,0.788381742738589,0.71608040201005,0.808288957223931
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51748252 0.55244755 0.56643357 0.52097902 0.51048951],0.472803347280335,0.510460251046025,0.867400419287212,0.993016759776536,0.994405594405594,0.993006993006993,0.422018348623853,0.422018348623853,0.468701482004234,0.510460251046025,0.469230769230769,0.514431898376852,0.866066701958708,0.857442348008386,0.867400419287212
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_6_svdn,16,184,200,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.57986111 0.54166667 0.48611111 0.45486111 0.52797203],0.519148936170213,0.463829787234043,0.870020964360587,0.993719469644103,0.990264255910987,0.993741307371349,0.519148936170213,0.575471698113208,0.524169957583736,0.491935483870968,0.472868217054264,0.462849202866755,0.870563674321503,0.874213836477987,0.870020964360587
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.52083333 0.51388889 0.54861111 0.54225352],0.535564853556485,0.451882845188285,0.793478260869565,0.993045897079277,0.994428969359331,0.993036211699164,0.523605150214592,0.488,0.537859649122807,0.384976525821596,0.353448275862069,0.44908186150827,0.787982832618026,0.765,0.793573825503356
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,1428,476,476,0.6,0.2,0.2, [0.48251748 0.47902098 0.52797203 0.52097902 0.47887324],0.483333333333333,0.5375,0.872641509433962,0.994397759103642,0.994397759103642,0.994397759103642,0.511811023622047,0.546218487394958,0.483853045350372,0.511013215859031,0.479338842975207,0.537988749218696,0.872708224201153,0.873165618448637,0.872641509433962
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.65972222 0.65972222 0.68309859 0.68309859 0.61267606],0.550420168067227,0.558823529411765,0.794957983193277,0.955307262569832,0.957983193277311,0.955182072829131,0.559670781893004,0.62962962962963,0.557122507122507,0.58498023715415,0.582677165354331,0.557104348442931,0.798679867986799,0.817567567567567,0.795071409201844
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170,10, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.525      0.47083333 0.4875     0.525      0.53333333],0.477401129943503,0.505649717514124,0.701781970649895,0.824517212426532,0.818333333333333,0.825833333333333,0.487534626038781,0.480874316939891,0.477279263733103,0.474474474474474,0.461988304093567,0.504218195762631,0.698143236074271,0.689727463312369,0.701781970649895
ensemble_model_N32_B168_E200_nb_zones_4_lab_svd,32,168,200,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.8125     0.85416667 0.81914894 0.80851064 0.81914894],0.632911392405063,0.556962025316456,0.80253164556962,0.940677966101695,0.936708860759494,0.940928270042194,0.670454545454546,0.756410256410256,0.634455128205128,0.611111111111111,0.654761904761905,0.550353925353925,0.811594202898551,0.842105263157895,0.802126800376901
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.59375    0.70833333 0.65625    0.6875    ],0.5375,0.5,0.69,0.805785123966942,0.8125,0.804166666666667,0.55421686746988,0.541176470588235,0.537254901960784,0.480519480519481,0.5,0.5,0.691542288557214,0.696741854636591,0.690016812605079
ensemble_model_v2_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.66783217 0.67832168 0.68181818 0.64788732],0.6125,0.5625,0.823899371069182,0.901709401709402,0.886554621848739,0.903361344537815,0.559241706161137,0.536363636363636,0.606643356643357,0.52914798206278,0.453846153846154,0.572377622377622,0.817192600652883,0.787211740041929,0.823899371069182
svm_model_N26_B174_E200_nb_zones_4_low_bits_2_svdn,26,174,200,4, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.46875    0.4375     0.4375     0.44791667 0.4787234 ],0.515723270440252,0.452830188679245,0.546482412060301,0.55530474040632,0.514644351464435,0.587866108786611,0.468965517241379,0.430379746835443,0.515189873417722,0.391608391608392,0.354430379746835,0.452215189873418,0.506155950752394,0.465994962216625,0.546280689128362
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.49305556 0.51041667 0.54895105 0.44055944 0.46503497],0.50210970464135,0.531645569620253,0.877882599580713,0.997206703910614,0.99581589958159,0.99721059972106,0.473214285714286,0.441666666666667,0.502884615384615,0.497737556561086,0.47008547008547,0.530876068376068,0.875865743207246,0.861635220125786,0.877882599580713
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdne,26,174,200,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.65277778 0.68309859 0.6056338  0.64788732],0.584033613445378,0.567226890756302,0.650420168067227,0.701949860724234,0.705882352941176,0.700280112044818,0.64,0.676923076923077,0.57457264957265,0.611320754716981,0.675,0.566313559322034,0.669316375198728,0.693574958813839,0.649531904792854
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200,8, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.65625    0.640625   0.63157895 0.69473684 0.66315789],0.613207547169811,0.569182389937107,0.670440251572327,0.676470588235294,0.578616352201258,0.723270440251572,0.493827160493827,0.422535211267606,0.59479033290653,0.505415162454874,0.406976744186047,0.583625358394393,0.607784431137725,0.513274336283186,0.669653438479515
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.76041667 0.73958333 0.69148936 0.73404255 0.74468085],0.537974683544304,0.5,0.794936708860759,0.978902953586498,0.978902953586498,0.978902953586498,0.540880503144654,0.494252873563218,0.542901084668933,0.447552447552448,0.450704225352113,0.495467055204792,0.791237113402062,0.777215189873418,0.79493670886076
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svd,32,168,200, zones, lab, svd,480,160,160,0.6,0.2,0.2, [0.625      0.72916667 0.8125     0.64583333 0.71875   ],0.60625,0.65,0.84625,0.99163179916318,0.9875,0.991666666666667,0.577181208053691,0.651515151515152,0.612991618310767,0.636363636363636,0.628205128205128,0.649468417761101,0.842509603072983,0.856770833333333,0.846654647435897
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200,6, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72222222 0.625      0.71527778 0.64583333 0.66901408],0.573221757322176,0.640167364016736,0.701505016722408,0.72520325203252,0.62116991643454,0.764623955431755,0.54054054054054,0.476190476190476,0.578803202697008,0.62280701754386,0.577235772357724,0.642066162040931,0.664788732394366,0.582236842105263,0.703533387039026
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_2_svdn,26,174,200,4, low_bits_2, svdn,474,158,158,0.6,0.2,0.2, [0.48958333 0.42708333 0.4787234  0.41489362 0.43617021],0.481012658227848,0.424050632911392,0.774683544303797,0.989561586638831,1,0.989451476793249,0.493827160493827,0.5,0.480769230769231,0.397350993377483,0.4,0.42289156626506,0.775252525252525,0.783163265306122,0.77474746179879
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.55       0.51680672 0.54621849 0.46218487 0.52521008],0.5,0.555865921787709,0.814989517819707,0.987489574645538,0.993288590604027,0.98741610738255,0.455927051671732,0.449101796407186,0.496802207104116,0.580474934036939,0.575916230366492,0.55442518105151,0.81489250131096,0.814465408805031,0.814989517819707
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.49305556 0.47222222 0.50694444 0.46527778 0.59859155],0.476987447698745,0.543933054393305,0.617056856187291,0.664670658682635,0.618384401114206,0.688022284122563,0.401913875598086,0.341463414634146,0.48107653490328,0.45771144278607,0.383333333333333,0.544607843137255,0.575139146567718,0.514950166112957,0.617744443325839
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200, zones, lab, svdn,954,318,318,0.6,0.2,0.2, [0.484375   0.56770833 0.5        0.5        0.49473684],0.509433962264151,0.515723270440252,0.79685534591195,0.986301369863014,0.981132075471698,0.986373165618449,0.493506493506494,0.472049689440994,0.509910195038968,0.512658227848101,0.48502994011976,0.517349407145973,0.794659885568976,0.77639751552795,0.797115955216204
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.63541667 0.63541667 0.625      0.75       0.75      ],0.54375,0.48125,0.7925,0.979166666666667,0.979166666666667,0.979166666666666,0.578034682080925,0.581395348837209,0.540697674418605,0.496969696969697,0.585714285714286,0.492857142857143,0.797066014669926,0.823232323232323,0.792804280428043
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdne,40,130,170,10, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.69747899 0.68487395 0.72689076 0.76890756 0.69491525],0.516666666666667,0.536111111111111,0.687106918238994,0.784511784511784,0.784511784511784,0.784511784511785,0.560606060606061,0.637931034482759,0.520578420467186,0.552278820375335,0.553763440860215,0.53550241008528,0.694941236586612,0.712788259958071,0.687106918238994
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdne,26,174,200,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.75       0.59027778 0.67361111 0.66666667 0.71527778],0.575,0.5875,0.826666666666667,0.99020979020979,0.983333333333333,0.990277777777778,0.567796610169491,0.558333333333333,0.575,0.595918367346939,0.623931623931624,0.588388576193454,0.826086956521739,0.827470686767169,0.826670666766669
svm_model_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.5        0.53125    0.45833333 0.58333333 0.51041667],0.50625,0.5375,0.5675,0.597077244258873,0.595833333333333,0.597916666666667,0.496815286624204,0.513157894736842,0.506578947368421,0.574712643678161,0.549450549450549,0.535594839942666,0.57283950617284,0.57002457002457,0.567455033103888
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_2_svdn,16,184,200,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.44957983 0.4789916  0.50420168 0.48739496 0.51271186],0.516666666666667,0.536111111111111,0.821278825995807,1,1,1,0.513966480446927,0.494623655913979,0.517426770485725,0.529577464788732,0.540229885057471,0.5362439747868,0.820620725933719,0.817610062893082,0.821278825995807
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.60416667 0.57291667 0.5        0.48958333 0.53125   ],0.45,0.4625,0.78,0.995833333333333,0.995833333333333,0.995833333333333,0.469879518072289,0.52,0.454117647058824,0.455696202531646,0.45,0.4625,0.781094527363184,0.794936708860759,0.780184403813096
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdn,16,184,200,12, low_bits_4_shifted_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.51388889 0.53472222 0.51041667 0.51748252 0.56993007],0.529661016949153,0.508474576271186,0.870545073375262,0.986111111111111,0.988857938718663,0.986072423398329,0.550607287449393,0.591304347826087,0.531189363995688,0.546875,0.578512396694215,0.506647502694934,0.872876994338652,0.888888888888889,0.870545073375262
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.7375     0.71008403 0.71008403 0.7605042  0.70168067],0.608938547486033,0.597765363128492,0.830188679245283,0.966044142614601,0.954697986577181,0.966442953020134,0.627659574468085,0.614583333333333,0.608496485943775,0.552795031055901,0.536144578313253,0.59359312248996,0.8272921108742,0.813417190775681,0.830188679245283
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81092437 0.82773109 0.81932773 0.74789916 0.80252101],0.554317548746518,0.543175487465181,0.808700209643606,0.964685615848406,0.941176470588235,0.965546218487395,0.56043956043956,0.56353591160221,0.554239865913465,0.561497326203208,0.589887640449438,0.543562604755106,0.807793575566087,0.80398322851153,0.808700209643606
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200,6, low_bits_5, svdne,720,240,240,0.6,0.2,0.2, [0.61111111 0.6875     0.61111111 0.58333333 0.6875    ],0.479166666666667,0.525,0.7975,0.994428969359332,0.991666666666667,0.994444444444444,0.48559670781893,0.517543859649123,0.480994152046784,0.525,0.533898305084746,0.525145873853848,0.79766860949209,0.809121621621622,0.797652916073969
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200,12, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61805556 0.64685315 0.67132867 0.62237762 0.65034965],0.508403361344538,0.512605042016807,0.833857442348008,0.942465753424657,0.960893854748603,0.941340782122905,0.489082969432314,0.455284552845528,0.510250972074938,0.508474576271186,0.521739130434783,0.512902085542595,0.835324675324675,0.842767295597484,0.833857442348008
ensemble_model_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.61458333 0.59375    0.5        0.46875   ],0.45,0.48125,0.78625,1,1,1,0.428571428571429,0.407407407407407,0.450539146741678,0.496969696969697,0.455555555555556,0.484920634920635,0.785982478097622,0.763990267639903,0.786879452586018
svm_model_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200,4, low_bits_2, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.55208333 0.60416667 0.47916667 0.58333333 0.55319149],0.553459119496855,0.628930817610063,0.594221105527638,0.617821782178218,0.652719665271967,0.596234309623431,0.541935483870968,0.538461538461538,0.55318138651472,0.628930817610063,0.609756097560976,0.629553373455813,0.605616605616606,0.621553884711779,0.594152257217351
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49305556 0.54545455 0.50699301 0.51048951 0.52447552],0.558823529411765,0.46218487394958,0.877882599580713,1,1,1,0.574898785425101,0.617391304347826,0.560728172499116,0.471074380165289,0.463414634146341,0.462142099681866,0.878709005726184,0.884696016771489,0.877882599580713
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svd,40,130,170, zones, lab, svd,1434,478,478,0.6,0.2,0.2, [0.75347222 0.73611111 0.74125874 0.69230769 0.6993007 ],0.632911392405063,0.658227848101266,0.854821802935011,0.922198429693076,0.900976290097629,0.923988842398884,0.650602409638554,0.692307692307692,0.633653846153846,0.661087866108787,0.658333333333333,0.658226495726496,0.853361566966649,0.844863731656184,0.854821802935011
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.57986111 0.49652778 0.55594406 0.5        0.54195804],0.527426160337553,0.49789029535865,0.878930817610063,1,1,1,0.513043478260869,0.483606557377049,0.528759800427655,0.461538461538462,0.443478260869565,0.496329294369209,0.877453580901857,0.866876310272536,0.878930817610063
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.5        0.49305556 0.40140845 0.48591549 0.46478873],0.42436974789916,0.508403361344538,0.773949579831933,0.979423868312757,1,0.978991596638656,0.406926406926407,0.398305084745763,0.424152542372881,0.510460251046025,0.5,0.508620689655172,0.775646371976647,0.778894472361809,0.773932902285458
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69791667 0.61458333 0.69270833 0.75       0.70526316],0.5141065830721,0.517241379310345,0.783208020050125,0.961175236096537,0.95615866388309,0.961377870563674,0.52887537993921,0.524096385542169,0.513682179699189,0.567415730337079,0.608433734939759,0.513367194267265,0.788766788766789,0.796547472256473,0.782987111924415
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200,6, low_bits_3, svd,708,236,236,0.6,0.2,0.2, [0.57042254 0.57042254 0.57042254 0.65492958 0.64285714],0.516949152542373,0.525423728813559,0.808474576271186,1,1,1,0.568181818181818,0.669642857142857,0.524337557603687,0.544715447154471,0.632075471698113,0.535268505079826,0.814449917898194,0.867132867132867,0.810211170408539
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,714,238,238,0.6,0.2,0.2, [0.60416667 0.6875     0.68309859 0.68309859 0.6056338 ],0.491596638655462,0.53781512605042,0.791596638655462,0.975954738330976,0.966386554621849,0.976190476190476,0.532818532818533,0.565573770491803,0.48968343697004,0.573643410852713,0.616666666666667,0.537146892655367,0.797385620915033,0.814691151919866,0.791440330613063
svm_model_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200,12, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.57986111 0.57291667 0.64583333 0.60839161 0.6048951 ],0.576271186440678,0.593220338983051,0.623165618448637,0.638062283737024,0.642061281337047,0.635793871866295,0.609375,0.696428571428571,0.582085253456221,0.647058823529412,0.709677419354839,0.586981566820277,0.635580334515966,0.657232704402516,0.623165618448637
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200,4, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.57291667 0.64583333 0.58333333 0.54255319 0.59574468],0.512658227848101,0.569620253164557,0.813131313131313,0.993684210526316,0.991596638655462,0.993697478991597,0.468965517241379,0.472222222222222,0.5093669250646,0.558441558441558,0.641791044776119,0.579137280629818,0.808785529715762,0.830238726790451,0.813914544118117
svm_model_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.68229167 0.66666667 0.68229167 0.66145833 0.71578947],0.617554858934169,0.661442006269593,0.682957393483709,0.696035242290749,0.659707724425887,0.711899791231733,0.649425287356322,0.680722891566265,0.614871249704701,0.653846153846154,0.662337662337662,0.661471861471861,0.677295918367347,0.664580725907384,0.682980450783052
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.47916667 0.57291667 0.44791667 0.5212766  0.56382979],0.531645569620253,0.531645569620253,0.809343434343434,0.993710691823899,0.995798319327731,0.993697478991597,0.54320987654321,0.530120481927711,0.531726907630522,0.47887323943662,0.492753623188406,0.527275687998697,0.806658130601793,0.807692307692308,0.809318790662074
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5375     0.55       0.4875     0.54583333 0.57983193],0.495774647887324,0.498591549295775,0.805555555555556,0.988274706867672,0.984974958263773,0.988313856427379,0.452599388379205,0.425287356321839,0.494411633962025,0.473372781065089,0.441988950276243,0.49973010732203,0.800430338891877,0.779874213836478,0.805555555555556
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.72916667 0.70833333 0.6875     0.625      0.71126761],0.560669456066946,0.560669456066946,0.789297658862876,0.941828254847646,0.947075208913649,0.94150417827298,0.578313253012048,0.558139534883721,0.560887949260042,0.574898785425101,0.628318584070796,0.564159292035398,0.793103448275862,0.803660565723794,0.78922524084509
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_5_svdn,16,184,200, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.48951049 0.51398601 0.56643357 0.5034965  0.50352113],0.508333333333333,0.5125,0.870020964360587,0.9909659485754,0.99859943977591,0.990896358543417,0.520325203252032,0.556521739130435,0.510260869565217,0.533864541832669,0.536,0.511478260869565,0.871900826446281,0.884696016771489,0.870020964360587
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52777778 0.52797203 0.51048951 0.46503497 0.4965035 ],0.478991596638655,0.512605042016807,0.536687631027254,0.56951871657754,0.594972067039106,0.550279329608938,0.478991596638655,0.553398058252427,0.487810140237325,0.58273381294964,0.6,0.499029126213592,0.560636182902584,0.591194968553459,0.536687631027254
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.73426573 0.72377622 0.73426573 0.71328671 0.71478873],0.595833333333333,0.525,0.781970649895178,0.849153789551141,0.80812324929972,0.856442577030812,0.607287449392712,0.630252100840336,0.596117785957358,0.5546875,0.586776859504132,0.524480866726856,0.776584317937702,0.757861635220126,0.781970649895178
svm_model_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200,4, lab, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.75       0.75       0.80208333 0.74468085],0.635220125786163,0.622641509433962,0.706030150753769,0.764227642276423,0.786610878661088,0.757322175732218,0.674157303370787,0.789473684210526,0.641724793912492,0.680851063829787,0.752941176470588,0.612957074721781,0.727272727272727,0.78,0.705656565656566
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.60416667 0.64583333 0.55208333 0.67021277 0.54255319],0.556962025316456,0.531645569620253,0.799242424242424,0.968152866242038,0.957983193277311,0.968487394957983,0.597701149425287,0.619047619047619,0.552767052767053,0.574712643678161,0.675675675675676,0.54021879021879,0.805860805860806,0.833333333333333,0.799242424242424
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63888889 0.65277778 0.55555556 0.64583333 0.66197183],0.598326359832636,0.531380753138075,0.787625418060201,0.935393258426966,0.927576601671309,0.935933147632312,0.551401869158879,0.517543859649123,0.594771929824561,0.476635514018692,0.432203389830509,0.530151281692114,0.77719298245614,0.749576988155668,0.78718518829271
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdne,32,134,166,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.65277778 0.67013889 0.7027972  0.65384615 0.67132867],0.582278481012658,0.586497890295359,0.671383647798742,0.661949685534591,0.587168758716876,0.700139470013947,0.50251256281407,0.413223140495868,0.58592191507552,0.461538461538462,0.362068965517241,0.581860929039612,0.620689655172414,0.537735849056604,0.671383647798742
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.47916667 0.48611111 0.54166667 0.58333333 0.50694444],0.429166666666667,0.516666666666667,0.781666666666667,0.987620357634113,0.997222222222222,0.9875,0.421940928270042,0.427350427350427,0.429122368146758,0.5,0.532110091743119,0.517963442818124,0.780936454849498,0.796928327645051,0.782014652421874
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.49579832 0.48319328 0.54201681 0.46218487 0.51694915],0.488888888888889,0.5,0.809224318658281,1,1,1,0.505376344086022,0.522222222222222,0.488888888888889,0.502762430939226,0.505555555555556,0.5,0.810613943808533,0.816561844863732,0.809224318658281
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_6_svdn,16,184,200, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.47202797 0.51398601 0.45804196 0.47887324],0.466666666666667,0.533333333333333,0.871069182389937,0.995810055865922,0.99859943977591,0.995798319327731,0.428571428571429,0.403361344537815,0.466143482186263,0.521367521367521,0.504132231404959,0.533578720744496,0.86984126984127,0.861635220125786,0.871069182389937
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.65034965 0.74125874 0.66433566 0.68531469 0.68661972],0.608333333333333,0.591666666666667,0.716981132075472,0.721153846153846,0.630252100840336,0.756302521008403,0.564814814814815,0.484126984126984,0.614870509607352,0.5,0.429824561403509,0.583959899749373,0.674698795180723,0.587002096436059,0.716981132075472
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170,10, low_bits_4, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.73333333 0.675      0.725      0.70168067 0.72268908],0.519662921348315,0.463483146067416,0.75,0.900086880973067,0.866220735785953,0.903846153846154,0.539083557951483,0.552486187845304,0.519100236779795,0.503896103896104,0.554285714285714,0.46498816101026,0.749868904037756,0.749475890985325,0.75
ensemble_model_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.82291667 0.69791667 0.71875    0.72916667 0.73958333],0.61875,0.60625,0.79125,0.911340206185567,0.920833333333333,0.910416666666667,0.687179487179487,0.797619047619048,0.609335839598997,0.670157068062827,0.727272727272727,0.59280303030303,0.808266360505166,0.854368932038835,0.789297868081273
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,954,318,318,0.6,0.2,0.2, [0.671875   0.71354167 0.67368421 0.71052632 0.72631579],0.522012578616352,0.512578616352201,0.767924528301887,0.934182590233545,0.922431865828092,0.935010482180294,0.506493506493506,0.481481481481482,0.522792022792023,0.467353951890034,0.425,0.513132911392405,0.760545100584036,0.733416770963705,0.768099030235329
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svd,26,174,200,8, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [0.71875    0.65104167 0.73157895 0.72105263 0.66842105],0.566037735849057,0.566037735849057,0.675471698113207,0.739696312364425,0.714884696016772,0.748427672955975,0.612359550561798,0.767605633802817,0.585507362355954,0.655,0.779761904761905,0.553214285714286,0.692491060786651,0.738246505717916,0.676097100928697
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_2_svdn,16,184,200, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.54583333 0.51680672 0.49579832 0.45378151 0.51680672],0.522346368715084,0.480446927374302,0.807127882599581,0.990748528174937,0.988255033557047,0.990771812080537,0.498533724340176,0.467032967032967,0.523289210789211,0.491803278688524,0.511363636363636,0.480956543456543,0.805907172995781,0.80083857442348,0.807127882599581
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdne,40,130,170,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.7625     0.72916667 0.76470588 0.70588235 0.7394958 ],0.602240896358543,0.582633053221289,0.839098532494759,0.986554621848739,0.983249581239531,0.986599664991625,0.60989010989011,0.613259668508287,0.602084379708689,0.596205962059621,0.625,0.583218232044199,0.840353614144566,0.846960167714885,0.839098532494759
ensemble_model_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200,8, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.66666667 0.68947368 0.67368421 0.66315789 0.70526316],0.596214511041009,0.624605678233438,0.798865069356873,0.924843423799582,0.930672268907563,0.92436974789916,0.576158940397351,0.533742331288344,0.598039996813003,0.596610169491525,0.582781456953642,0.62271602968164,0.794855305466238,0.782278481012658,0.798802557089244
svm_model_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200,6, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.61805556 0.65277778 0.6875     0.59027778 0.58333333],0.554166666666667,0.5875,0.605,0.648293963254593,0.686111111111111,0.627777777777778,0.624561403508772,0.723577235772358,0.549822805920367,0.634686346863469,0.774774774774775,0.600565681961031,0.640364188163885,0.71043771043771,0.606043937727106
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,720,240,240,0.6,0.2,0.2, [0.68055556 0.65277778 0.63888889 0.75       0.65972222],0.620833333333333,0.554166666666667,0.803333333333333,0.946478873239437,0.933333333333333,0.947222222222222,0.612765957446809,0.610169491525424,0.620658516254515,0.54468085106383,0.551724137931034,0.55408787541713,0.8,0.794612794612795,0.803246991365803
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.72222222 0.63888889 0.70138889 0.70833333 0.70833333],0.525,0.575,0.744166666666666,0.870554765291607,0.85,0.873611111111111,0.571428571428571,0.622950819672131,0.523339816615727,0.625,0.691056910569106,0.572024181780279,0.752618855761483,0.771900826446281,0.743933606500451
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.80833333 0.72916667 0.76890756 0.78151261 0.75210084],0.57703081232493,0.565826330532213,0.824947589098533,0.976149914821124,0.959798994974874,0.976549413735344,0.581717451523546,0.527638190954774,0.583439348641944,0.501607717041801,0.493670886075949,0.558393231982698,0.819068255687974,0.792452830188679,0.824947589098533
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.66842105 0.64736842 0.64210526 0.65263158 0.67368421],0.503164556962025,0.506329113924051,0.687737041719343,0.810867293625914,0.816842105263158,0.809473684210526,0.53134328358209,0.56687898089172,0.503565276609382,0.530120481927711,0.556962025316456,0.506329113924051,0.695812807881773,0.715189873417722,0.687771704385628
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.79831933 0.7394958  0.74369748 0.77731092 0.73109244],0.551532033426184,0.557103064066852,0.808176100628931,0.960950764006791,0.951260504201681,0.961344537815126,0.606356968215159,0.649214659685864,0.544845425081027,0.571428571428571,0.630952380952381,0.56154948890551,0.813074565883555,0.834381551362683,0.808176100628931
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.75       0.73958333 0.75       0.78125   ],0.65,0.59375,0.82375,0.957446808510638,0.9375,0.958333333333333,0.705263157894737,0.752808988764045,0.636967874663713,0.615384615384615,0.611764705882353,0.592549019607843,0.829915560916767,0.830917874396135,0.823490025280969
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdn,16,184,200, zones, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.56293706 0.54195804 0.57342657 0.54195804 0.54929577],0.575,0.504166666666667,0.866352201257862,0.976056338028169,0.970588235294117,0.976190476190476,0.540540540540541,0.530973451327434,0.572573339836945,0.502092050209205,0.47244094488189,0.506131976865724,0.864433811802233,0.852201257861635,0.866352201257862
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63888889 0.6048951  0.62237762 0.64335664 0.6048951 ],0.483193277310924,0.554621848739496,0.845911949685535,0.954449894884373,0.951117318435754,0.954608938547486,0.462882096069869,0.445378151260504,0.483193277310924,0.550847457627119,0.546218487394958,0.554621848739496,0.8446088794926,0.837526205450734,0.845911949685535
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200,6, low_bits_2, svd,708,236,236,0.6,0.2,0.2, [0.57746479 0.5915493  0.58450704 0.54929577 0.62857143],0.605932203389831,0.559322033898305,0.820338983050847,0.978354978354978,0.957627118644068,0.978813559322034,0.610878661087866,0.598360655737705,0.606197871728502,0.555555555555555,0.585585585585586,0.560792792792793,0.818181818181818,0.812606473594549,0.820299864115993
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200,6, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.6875     0.66197183 0.66197183 0.63380282 0.65492958],0.649789029535865,0.523206751054852,0.805227655986509,0.95049504950495,0.943820224719101,0.950842696629213,0.652719665271967,0.65546218487395,0.64976499074206,0.556862745098039,0.591666666666667,0.52232905982906,0.807660283097419,0.815126050420168,0.805194158881827
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200,6, low_bits_3, svdn,708,236,236,0.6,0.2,0.2, [0.54225352 0.51408451 0.45774648 0.48591549 0.52857143],0.51271186440678,0.525423728813559,0.565254237288136,0.634271099744245,0.700564971751412,0.596045197740113,0.555984555984556,0.626086956521739,0.515522817103845,0.555555555555555,0.619469026548672,0.529246708396288,0.603248259860789,0.670103092783505,0.566656897562321
svm_model_N32_B168_E200_nb_zones_6_lab_svd,32,168,200,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.72916667 0.75352113 0.72535211 0.70422535 0.71830986],0.611814345991561,0.658227848101266,0.717537942664418,0.755287009063444,0.702247191011236,0.77247191011236,0.664233576642336,0.728,0.605071428571428,0.679841897233202,0.803738317757009,0.671099928109274,0.71825063078217,0.726190476190476,0.717610288262462
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svd,26,174,200,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.65625    0.640625   0.640625   0.63020833 0.69791667],0.55,0.625,0.7975,0.93801652892562,0.945833333333333,0.9375,0.563636363636364,0.596153846153846,0.551125703564728,0.622641509433962,0.589285714285714,0.62687969924812,0.799504950495049,0.803482587064677,0.797469936748419
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170,10, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6        0.64583333 0.5625     0.63445378 0.62184874],0.570224719101124,0.542134831460674,0.791928721174004,0.930828351836038,0.911371237458194,0.932274247491639,0.583106267029973,0.587912087912088,0.569818112921561,0.532951289398281,0.53448275862069,0.54196665403562,0.789613142554319,0.780922431865828,0.791928721174004
svm_model_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.59090909 0.59090909 0.61538462 0.6013986  0.5915493 ],0.591666666666667,0.575,0.665618448637317,0.675555555555556,0.638655462184874,0.69327731092437,0.644927536231884,0.723577235772358,0.588284344381905,0.595238095238095,0.641025641025641,0.57661038148843,0.660276890308839,0.649895178197065,0.665618448637317
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64930556 0.68881119 0.6013986  0.57342657 0.63636364],0.525210084033613,0.596638655462185,0.837002096436059,0.927659574468085,0.91340782122905,0.92877094972067,0.454106280193237,0.379032258064516,0.531621392190153,0.472527472527472,0.37719298245614,0.587790039615167,0.827126181211784,0.779874213836478,0.837002096436059
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200, zones, lab, svdne,948,316,316,0.6,0.2,0.2, [0.67368421 0.64736842 0.65789474 0.72105263 0.65425532],0.642405063291139,0.60126582278481,0.784177215189873,0.893081761006289,0.89873417721519,0.892405063291139,0.583025830258303,0.484662576687117,0.647560046513493,0.526315789473684,0.454545454545455,0.597643097643098,0.771294433266264,0.72692793931732,0.784249774474883
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55208333 0.52604167 0.5        0.46354167 0.46315789],0.517241379310345,0.510971786833856,0.782581453634085,0.96149843912591,0.964509394572025,0.961377870563674,0.496732026143791,0.472049689440994,0.51767041434075,0.509433962264151,0.48502994011976,0.512251812165143,0.781072555205047,0.767038413878563,0.782758750665517
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.68947368 0.65263158 0.65789474 0.67368421 0.70212766],0.594936708860759,0.544303797468354,0.808227848101266,0.96712619300106,0.962025316455696,0.967299578059072,0.621301775147929,0.648148148148148,0.593554593554594,0.560975609756097,0.609271523178808,0.547060004013646,0.811684275947794,0.829733163913596,0.808309204907618
svm_model_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63286713 0.6013986  0.61188811 0.6048951  0.6048951 ],0.577405857740586,0.661087866108787,0.627358490566038,0.626148409893993,0.61958041958042,0.63006993006993,0.555066079295154,0.508064516129032,0.580119214586255,0.61244019138756,0.556521739130435,0.657293127629733,0.615883306320908,0.59748427672956,0.627358490566038
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.51048951 0.47202797 0.55244755 0.54895105 0.5034965 ],0.569037656903766,0.531380753138075,0.879454926624738,0.989473684210526,0.986013986013986,0.98951048951049,0.576131687242798,0.593220338983051,0.569337442218798,0.533333333333333,0.528925619834711,0.531411962459728,0.879454926624738,0.879454926624738,0.879454926624738
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.56993007 0.49300699 0.4965035  0.48951049 0.54577465],0.5,0.441666666666667,0.859014675052411,0.989503149055284,0.990196078431373,0.989495798319328,0.487179487179487,0.475,0.5,0.450819672131148,0.458333333333333,0.441666666666667,0.858940744625066,0.858490566037736,0.859014675052411
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.625      0.78169014 0.70422535 0.62676056 0.6971831 ],0.531645569620253,0.489451476793249,0.786677908937605,0.970212765957447,0.960674157303371,0.970505617977528,0.502242152466368,0.459016393442623,0.533856022808268,0.48068669527897,0.470588235294118,0.489531405782652,0.782084409991387,0.760469011725293,0.786855898052799
svm_model_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.59583333 0.54583333 0.5375     0.59583333 0.62184874],0.552112676056338,0.585915492957746,0.732704402515723,0.828282828282828,0.821368948247078,0.829716193656093,0.566757493188011,0.574585635359116,0.551660633771512,0.576368876080692,0.574712643678161,0.585698863275544,0.73186119873817,0.729559748427673,0.732704402515723
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,720,240,240,0.6,0.2,0.2, [0.60416667 0.55555556 0.65972222 0.61805556 0.59722222],0.533333333333333,0.5625,0.7925,0.955555555555556,0.955555555555556,0.955555555555556,0.513043478260869,0.52212389380531,0.532715490209742,0.578313253012048,0.571428571428571,0.56203007518797,0.79232693911593,0.792988313856427,0.792500812502257
ensemble_model_N32_B168_E200_nb_zones_6_lab_svd,32,168,200,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.73611111 0.65972222 0.6971831  0.71830986 0.72535211],0.672268907563025,0.668067226890756,0.859663865546218,0.985795454545454,0.971988795518207,0.985994397759104,0.651785714285714,0.623931623931624,0.671469944197217,0.629107981220657,0.609090909090909,0.663920454545455,0.853637160385627,0.833904109589041,0.859196279216963
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.725      0.73333333 0.69166667 0.72083333 0.73529412],0.588732394366197,0.583098591549296,0.827568134171908,0.970212765957447,0.951585976627713,0.970784641068447,0.594444444444444,0.640718562874252,0.591635877181807,0.612565445026178,0.622340425531915,0.580631290610269,0.828377673448096,0.832285115303983,0.827568134171908
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.53472222 0.44444444 0.52083333 0.5625     0.59859155],0.485355648535565,0.493723849372385,0.795986622073579,1,1,1,0.453333333333333,0.411290322580645,0.488253856942497,0.442396313364055,0.403361344537815,0.493347338935574,0.789655172413793,0.760797342192691,0.796223586921261
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.76573427 0.77622378 0.75874126 0.74825175 0.76056338],0.595833333333333,0.591666666666667,0.868448637316562,0.959479015918958,0.928571428571429,0.96078431372549,0.522167487684729,0.456896551724138,0.591351501668521,0.570175438596491,0.524193548387097,0.593993325917686,0.861555432984004,0.818658280922432,0.868448637316562
svm_model_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.54895105 0.53846154 0.54545455 0.54577465],0.504166666666667,0.479166666666667,0.532494758909853,0.596513075965131,0.670868347338936,0.546218487394958,0.599326599326599,0.712,0.495130434782609,0.56140350877193,0.695652173913043,0.487826086956522,0.592321755027422,0.679245283018868,0.532494758909853
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.4875     0.45       0.47478992 0.50420168 0.51260504],0.476190476190476,0.467787114845938,0.79979035639413,0.995801847187238,0.993299832495812,0.995812395309883,0.454810495626822,0.453488372093023,0.47539283469516,0.437869822485207,0.4,0.470348837209302,0.795940170940171,0.780922431865828,0.79979035639413
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdne,32,134,166,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69444444 0.73776224 0.74825175 0.69230769 0.71678322],0.53781512605042,0.546218487394958,0.864255765199161,0.971268395234758,0.967877094972067,0.971368715083799,0.566929133858268,0.59504132231405,0.536836900473264,0.55,0.564102564102564,0.546514091968637,0.865174388339407,0.871069182389937,0.864255765199161
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,1194,398,398,0.6,0.2,0.2, [0.775      0.7625     0.68067227 0.75630252 0.74369748],0.565826330532213,0.515406162464986,0.809748427672956,0.97071129707113,0.971524288107203,0.970686767169179,0.599483204134367,0.64804469273743,0.56559538007658,0.55297157622739,0.601123595505618,0.515645596635491,0.815642458100558,0.841719077568134,0.809748427672956
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.70979021 0.75524476 0.75174825 0.70979021 0.72183099],0.470833333333333,0.491666666666667,0.850104821802935,0.973888496824277,0.966386554621849,0.974089635854342,0.534798534798535,0.634782608695652,0.477391304347826,0.557971014492754,0.616,0.486260869565217,0.854526958290946,0.880503144654088,0.850104821802935
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,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.64583333 0.63541667 0.640625   0.67708333 0.67894737],0.523510971786834,0.617554858934169,0.794486215538847,0.94291754756871,0.931106471816284,0.943632567849687,0.503267973856209,0.469512195121951,0.525078678206137,0.582191780821918,0.582191780821918,0.614795312376277,0.787564766839378,0.770595690747782,0.794219778459393
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.50699301 0.47552448 0.48251748 0.45422535],0.45,0.5125,0.869496855345912,1,1,1,0.484375,0.508196721311475,0.449013614893026,0.558490566037736,0.627118644067797,0.514378994165046,0.872242175474602,0.890985324947589,0.869496855345912
svm_model_N26_B174_E200_nb_zones_6_low_bits_2_svdn,26,174,200,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.47222222 0.52777778 0.53521127 0.59859155],0.470588235294118,0.495798319327731,0.793624161073825,1,1,1,0.456896551724138,0.430894308943089,0.471968893601979,0.508196721311475,0.508196721311475,0.495477671000565,0.793624161073825,0.78441127694859,0.793733652056638
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svd,32,168,200, zones, lab, svd,714,238,238,0.6,0.2,0.2, [0.77083333 0.69444444 0.64788732 0.75352113 0.71830986],0.571428571428571,0.600840336134454,0.809243697478992,0.957386363636364,0.943977591036414,0.957983193277311,0.552631578947368,0.508064516129032,0.574207696661007,0.59915611814346,0.586776859504132,0.601080737444374,0.805816937553464,0.782392026578073,0.809563360227812
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.66842105 0.62631579 0.68421053 0.64736842 0.67021277],0.579113924050633,0.582278481012658,0.799367088607595,0.94456289978678,0.934599156118144,0.945147679324894,0.588235294117647,0.633333333333333,0.581726907630522,0.61849710982659,0.644578313253012,0.578955823293173,0.802738021157436,0.816455696202532,0.799367088607595
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdne,16,184,200,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.64930556 0.60416667 0.58391608 0.54195804 0.58741259],0.60337552742616,0.611814345991561,0.608490566037736,0.609059233449477,0.609483960948396,0.608786610878661,0.591304347826087,0.548387096774194,0.606051955466743,0.585585585585586,0.575221238938053,0.610191264630317,0.604133545310016,0.59748427672956,0.608490566037736
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.45833333 0.49305556 0.50694444 0.40140845 0.51408451],0.512605042016807,0.542016806722689,0.800335570469798,0.982068965517241,0.994413407821229,0.981843575418994,0.532258064516129,0.564102564102564,0.513456240728968,0.562248995983936,0.573770491803279,0.541195590729225,0.805237315875614,0.824120603015075,0.800295595625185
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200,8, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.44791667 0.4375     0.5        0.48947368 0.55263158],0.528301886792453,0.544025157232704,0.814465408805031,1,1,1,0.53125,0.562913907284768,0.52995994765436,0.559270516717325,0.541176470588235,0.544236883942766,0.815970056144729,0.819548872180451,0.814446153261943
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.671875   0.64583333 0.640625   0.61578947],0.523510971786834,0.517241379310345,0.68609022556391,0.799176107106076,0.810020876826722,0.796450939457202,0.530864197530864,0.554838709677419,0.524370574350905,0.588235294117647,0.662650602409639,0.511063863296323,0.699820251647693,0.73,0.685979899497487
svm_model_N26_B174_E200_nb_zones_10_lab_svd,26,174,200,10, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.675      0.73109244 0.70168067 0.69327731 0.74369748],0.508379888268156,0.567039106145251,0.668763102725367,0.752263374485596,0.766778523489933,0.74748322147651,0.551020408163265,0.593406593406593,0.506930569430569,0.613466334164589,0.698863636363636,0.569212037962038,0.685258964143426,0.721174004192872,0.668763102725367
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170,12, low_bits_5, svd,1434,478,478,0.6,0.2,0.2, [0.74305556 0.74652778 0.74825175 0.75174825 0.73776224],0.662447257383966,0.675105485232067,0.892557651991614,0.966005665722379,0.951185495118549,0.96652719665272,0.67741935483871,0.688524590163934,0.661653599429793,0.685714285714286,0.730434782608696,0.676692801140413,0.89238845144357,0.890985324947589,0.892557651991614
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.74825175 0.71328671 0.73426573 0.78321678 0.72183099],0.579166666666667,0.533333333333333,0.737421383647799,0.79100145137881,0.763305322128852,0.798319327731092,0.594377510040161,0.654867256637168,0.583339140129608,0.559055118110236,0.559055118110236,0.531739948435649,0.733652312599681,0.723270440251572,0.737421383647799
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200,12, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63541667 0.56643357 0.64685315 0.66433566 0.63986014],0.546218487394958,0.529411764705882,0.866352201257862,0.975404075895994,0.96927374301676,0.975558659217877,0.553719008264463,0.609090909090909,0.550639204545455,0.555555555555556,0.546875,0.527982954545455,0.86697965571205,0.871069182389937,0.866352201257862
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_svdn,16,184,200,12, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.51398601 0.49300699 0.50699301 0.54545455],0.489539748953975,0.506276150627615,0.868448637316562,0.992302309307208,0.991608391608392,0.992307692307692,0.515873015873016,0.537190082644628,0.488934024373161,0.524193548387097,0.550847457627119,0.506828687491245,0.86988076723691,0.879454926624738,0.868448637316562
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.60084034 0.61764706 0.61764706 0.6302521 ],0.559888579387187,0.610027855153203,0.837002096436059,0.989121338912134,0.99327731092437,0.989075630252101,0.529761904761905,0.514450867052023,0.558300702343216,0.578313253012048,0.516129032258065,0.613555845608801,0.833064949006978,0.813417190775681,0.837002096436059
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_2_svdn,26,174,200,6, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.49295775 0.51408451 0.44366197 0.51408451 0.49295775],0.449152542372881,0.504237288135593,0.791032148900169,1,1,1,0.453781512605042,0.473684210526316,0.449956859361518,0.518518518518519,0.51219512195122,0.503885171595079,0.792611251049538,0.797297297297297,0.791021530004581
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6048951  0.60839161 0.62587413 0.65384615 0.55594406],0.585774058577406,0.606694560669456,0.874213836477987,0.967109867039888,0.966433566433566,0.967132867132867,0.64,0.752136752136752,0.589183130166737,0.646616541353384,0.704918032786885,0.604595768530195,0.878172588832487,0.906708595387841,0.874213836477987
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.65492958 0.61267606 0.64788732 0.57746479 0.62676056],0.567796610169492,0.572033898305085,0.710659898477157,0.801711840228245,0.791549295774648,0.804225352112676,0.619402985074627,0.638461538461538,0.559796806966618,0.615969581749049,0.675,0.570258620689655,0.722402597402597,0.735537190082645,0.710056290015326
svm_model_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200,6, lab, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.47222222 0.56944444 0.51388889 0.47916667],0.504166666666667,0.454166666666667,0.585833333333333,0.636229749631811,0.6,0.656944444444444,0.475770925110132,0.46551724137931,0.502919911012236,0.422907488986784,0.4,0.454166666666667,0.561341571050309,0.533557046979866,0.585487132761456
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.55       0.55416667 0.59166667 0.5625     0.59583333],0.536723163841808,0.511299435028249,0.815513626834382,0.987341772151899,0.975,0.9875,0.570680628272251,0.619318181818182,0.537187180796731,0.54353562005277,0.578651685393258,0.510916751787538,0.819116135662898,0.835429769392034,0.815513626834382
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,1434,478,478,0.6,0.2,0.2, [0.60069444 0.66666667 0.53146853 0.58741259 0.5979021 ],0.60337552742616,0.573839662447257,0.840146750524109,0.921875,0.905160390516039,0.923291492329149,0.6328125,0.686440677966101,0.603724540663723,0.562770562770563,0.546218487394958,0.573956701324598,0.839050131926121,0.833333333333333,0.840146750524109
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdn,26,174,200,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.55729167 0.5        0.546875   0.53684211],0.5141065830721,0.501567398119122,0.592105263157895,0.658561296859169,0.678496868475992,0.648225469728601,0.540059347181009,0.594771241830065,0.517265138987322,0.554621848739496,0.575581395348837,0.495273690871698,0.612730517549078,0.640547263681592,0.591738278305443
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.75416667 0.6875     0.7605042  0.72689076 0.73529412],0.518207282913165,0.523809523809524,0.795073375262054,0.95843935538592,0.946398659966499,0.958961474036851,0.519553072625698,0.510989010989011,0.518351648351648,0.525139664804469,0.537142857142857,0.524065934065934,0.793667546174143,0.788259958071279,0.795073375262054
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6625     0.6512605  0.65546218 0.69747899 0.67226891],0.56145251396648,0.553072625698324,0.669287211740042,0.744715447154471,0.768456375838926,0.736577181208054,0.579088471849866,0.635294117647059,0.564987484355444,0.581151832460733,0.590425531914894,0.551095118898623,0.682115869017632,0.709643605870021,0.669287211740042
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200,8, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69791667 0.72105263 0.71578947 0.74736842 0.67368421],0.504731861198738,0.526813880126183,0.765447667087011,0.929881337648328,0.90546218487395,0.93172268907563,0.507836990595611,0.529411764705882,0.505559540889527,0.587912087912088,0.597765363128492,0.516273985912072,0.768944099378882,0.766089108910891,0.765435299956731
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200,8, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.60416667 0.51052632 0.52631579 0.48421053 0.53684211],0.482649842271293,0.435331230283912,0.691677175283733,0.847599164926931,0.852941176470588,0.846638655462185,0.474358974358974,0.459627329192547,0.483018792801401,0.428115015974441,0.41358024691358,0.435822381521306,0.691092861655085,0.684605757196496,0.691731086984525
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.47894737 0.44210526 0.48947368 0.47894737 0.50531915],0.569620253164557,0.506329113924051,0.808227848101266,0.988310308182784,0.981012658227848,0.988396624472574,0.575,0.58974358974359,0.569871794871795,0.486842105263158,0.5,0.505952380952381,0.806389776357827,0.811053984575835,0.808270134432556
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.54166667 0.47222222 0.54225352 0.47183099 0.4084507 ],0.420168067226891,0.529411764705882,0.788235294117647,0.997206703910614,1,0.997198879551821,0.389380530973451,0.360655737704918,0.421707179197287,0.508771929824561,0.504347826086956,0.52859667727112,0.784615384615385,0.772727272727273,0.788209273947529
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200,6, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.67361111 0.64583333 0.61971831 0.68309859 0.62676056],0.605042016806723,0.563025210084034,0.80672268907563,0.955056179775281,0.952380952380952,0.955182072829131,0.587719298245614,0.549180327868853,0.606486715658564,0.539823008849557,0.504132231404959,0.564031927668291,0.802744425385935,0.78,0.806949152542373
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.56993007 0.66083916 0.62587413 0.60839161 0.63028169],0.5375,0.525,0.655660377358491,0.688311688311688,0.668067226890756,0.697478991596639,0.511013215859031,0.491525423728814,0.536746318421784,0.504347826086956,0.475409836065574,0.525840511253126,0.643516006511123,0.621593291404612,0.655660377358491
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6958042  0.71678322 0.7027972  0.66783217 0.68531469],0.539748953974895,0.589958158995816,0.786687631027254,0.850037678975132,0.788811188811189,0.860839160839161,0.563492063492063,0.581967213114754,0.538846854420625,0.639705882352941,0.743589743589744,0.593106347204708,0.78011885467315,0.756813417190776,0.786687631027254
ensemble_model_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.4375     0.51388889 0.54166667 0.53521127 0.48591549],0.558823529411765,0.46218487394958,0.804530201342282,1,1,1,0.567901234567901,0.560975609756098,0.558748674443266,0.466666666666667,0.455284552845528,0.462424885118416,0.805671392827356,0.799668874172185,0.804596341847997
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.74305556 0.74305556 0.74825175 0.70629371 0.72727273],0.582278481012658,0.594936708860759,0.860062893081761,0.948497854077253,0.924686192468619,0.94979079497908,0.602409638554217,0.657894736842105,0.585044929396662,0.609756097560976,0.609756097560976,0.594351732991014,0.858954041204437,0.852201257861635,0.860062893081761
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,1428,476,476,0.6,0.2,0.2, [0.73076923 0.71328671 0.67482517 0.7027972  0.72535211],0.529166666666667,0.479166666666667,0.832809224318658,0.942593905031892,0.931372549019608,0.94327731092437,0.592057761732852,0.666666666666667,0.525641025641025,0.535315985130112,0.615384615384615,0.482489055659787,0.83699540112417,0.858490566037736,0.832809224318658
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdne,16,184,200,12, low_bits_4_shifted_2, svdne,1440,480,480,0.6,0.2,0.2, [0.59722222 0.63541667 0.66319444 0.63888889 0.66666667],0.534188034188034,0.52991452991453,0.866352201257862,0.974683544303798,0.9625,0.975,0.497695852534562,0.435483870967742,0.540469208211144,0.471153846153846,0.445454545454546,0.525146627565982,0.861938278289117,0.834381551362683,0.866352201257862
ensemble_model_N26_B174_E200_nb_zones_10_lab_svd,26,174,200,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.71848739 0.70168067 0.70168067 0.67226891 0.64830508],0.586111111111111,0.630555555555556,0.809224318658281,0.930034129692833,0.917508417508418,0.930976430976431,0.594005449591281,0.626436781609195,0.587411939191694,0.633608815426997,0.618279569892473,0.630978865406007,0.808622502628812,0.806079664570231,0.809224318658281
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.72027972 0.66783217 0.67832168 0.67832168 0.75704225],0.583333333333333,0.641666666666667,0.867924528301887,0.953521126760563,0.948179271708683,0.953781512605042,0.528301886792453,0.491228070175439,0.578947368421053,0.605504587155963,0.523809523809524,0.647869674185464,0.863783783783784,0.837526205450734,0.867924528301887
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.80208333 0.72340426 0.77659574 0.80851064],0.443037974683544,0.544303797468354,0.767088607594937,0.949152542372881,0.945147679324894,0.949367088607595,0.526881720430108,0.597560975609756,0.43693838254172,0.621052631578947,0.719512195121951,0.537387676508344,0.783018867924528,0.827930174563591,0.766150177256089
svm_model_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.60416667 0.65277778 0.625      0.59859155 0.59859155],0.563025210084034,0.579831932773109,0.73489932885906,0.845730027548209,0.857541899441341,0.843575418994413,0.580645161290323,0.580645161290323,0.562252405206565,0.642857142857143,0.714285714285714,0.571428571428571,0.748006379585327,0.771381578947368,0.734149693583273
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.63888889 0.61971831 0.58450704 0.57746479],0.571428571428571,0.550420168067227,0.795798319327731,0.951704545454545,0.938375350140056,0.952380952380952,0.564102564102564,0.536585365853659,0.572640509013786,0.511415525114155,0.538461538461538,0.549081515499426,0.789974070872947,0.782534246575342,0.795557552330576
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svd,32,168,200,4, low_bits_4_shifted_2, svd,474,158,158,0.6,0.2,0.2, [0.69791667 0.76041667 0.79787234 0.69148936 0.72340426],0.512658227848101,0.518987341772152,0.749367088607595,0.901531728665208,0.869198312236287,0.905063291139241,0.503225806451613,0.493670886075949,0.512658227848101,0.568181818181818,0.602409638554217,0.514538152610442,0.748730964467005,0.739348370927318,0.749469581883097
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdn,26,174,200,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.51041667 0.55729167 0.51041667 0.49479167 0.55263158],0.532915360501567,0.526645768025078,0.81203007518797,1,1,1,0.511475409836066,0.5,0.532208588957055,0.526645768025078,0.515337423312883,0.526899480887211,0.810366624525916,0.803258145363409,0.81203007518797
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svd,40,130,170,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.75874126 0.76923077 0.74125874 0.73776224 0.72535211],0.495833333333333,0.504166666666667,0.751572327044025,0.832857142857143,0.816526610644258,0.836134453781513,0.553505535055351,0.614754098360656,0.49381772714643,0.533333333333333,0.576271186440678,0.505348707974437,0.753894080996885,0.761006289308176,0.751572327044025
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.55729167 0.65625    0.66666667 0.61458333 0.63020833],0.515625,0.496875,0.646875,0.71280276816609,0.64375,0.740625,0.545454545454545,0.62,0.521764705882353,0.546478873239437,0.591463414634146,0.494449656035022,0.638515674984005,0.628463476070529,0.64673794150921
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200,4, low_bits_6, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.69791667 0.67708333 0.70833333 0.70833333],0.5375,0.575,0.71,0.8,0.75,0.8125,0.531645569620253,0.545454545454545,0.537787513691128,0.514285714285714,0.486486486486487,0.56882463859208,0.689839572192513,0.659846547314578,0.708896378791763
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54545455 0.61538462 0.59090909 0.56293706 0.6013986 ],0.589958158995816,0.573221757322176,0.853249475890985,0.944055944055944,0.944055944055944,0.944055944055944,0.584745762711864,0.560975609756098,0.590832632464256,0.598425196850394,0.655172413793103,0.575553686571348,0.854166666666667,0.859538784067086,0.853249475890985
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71875    0.66315789 0.7        0.66315789 0.68421053],0.536277602523659,0.545741324921136,0.786885245901639,0.949946751863685,0.936974789915966,0.95063025210084,0.555891238670695,0.582278481012658,0.536422259374254,0.558282208588957,0.590909090909091,0.546988287785834,0.788220551378446,0.798223350253807,0.786956286655725
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200, zones, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.5        0.46527778 0.50694444 0.50704225],0.560669456066946,0.497907949790795,0.808528428093645,0.994459833795014,1,0.994428969359331,0.581673306772908,0.584,0.559543859649123,0.504132231404959,0.484126984126984,0.498700660205085,0.811522633744856,0.808196721311476,0.808535220723997
ensemble_model_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170,12, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49305556 0.50699301 0.52447552 0.54195804 0.57692308],0.5,0.453781512605042,0.869496855345912,1,1,1,0.510288065843621,0.512396694214876,0.499788090697182,0.458333333333333,0.47008547008547,0.454050999505545,0.869973890339426,0.873165618448637,0.869496855345912
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200,4, low_bits_5, svd,480,160,160,0.6,0.2,0.2, [0.67708333 0.73958333 0.69791667 0.75       0.69791667],0.60625,0.54375,0.81125,0.968017057569296,0.945833333333333,0.96875,0.559440559440559,0.555555555555556,0.601641414141414,0.522875816993464,0.506329113924051,0.543288013752149,0.802614379084967,0.785166240409207,0.810676029740056
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.54166667 0.5625     0.57142857 0.55882353 0.53781513],0.526610644257703,0.568627450980392,0.816037735849057,0.976190476190476,0.961474036850921,0.976549413735343,0.504398826979472,0.472527472527472,0.527692307692308,0.530487804878049,0.497142857142857,0.567252747252747,0.809756097560976,0.783018867924528,0.816037735849057
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.61805556 0.63888889 0.56597222 0.60069444 0.6048951 ],0.527659574468085,0.54468085106383,0.839098532494759,0.938578329882678,0.945757997218359,0.938108484005563,0.581132075471698,0.663793103448276,0.529375543320777,0.610909090909091,0.705882352941176,0.542596348884381,0.845651080945199,0.881551362683438,0.839098532494759
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200,8, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.55729167 0.52083333 0.46354167 0.47368421 0.48421053],0.506289308176101,0.477987421383648,0.797110552763819,1,1,1,0.53134328358209,0.581699346405229,0.509031491384433,0.546448087431694,0.581395348837209,0.468779866199427,0.805069402534701,0.830635118306351,0.796813123158245
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.46153846 0.49300699 0.5        0.50699301 0.45104895],0.502092050209205,0.443514644351464,0.863731656184486,0.994405594405594,0.994405594405594,0.994405594405594,0.514285714285714,0.543103448275862,0.503259041211102,0.424242424242424,0.398373983739837,0.444876647042332,0.863588667366212,0.862683438155136,0.863731656184486
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.61344538 0.62605042 0.62184874 0.62184874],0.537604456824513,0.568245125348189,0.821278825995807,0.983277591973244,0.988235294117647,0.983193277310924,0.560846560846561,0.588888888888889,0.537461204220981,0.586666666666667,0.614525139664804,0.568373680943513,0.825038481272448,0.842767295597484,0.821278825995807
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svd,32,168,200,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.67708333 0.69791667 0.81914894 0.73404255],0.544303797468354,0.544303797468354,0.794191919191919,0.959660297239915,0.949579831932773,0.960084033613445,0.576470588235294,0.644736842105263,0.547978177150193,0.52,0.565217391304348,0.546653639472398,0.793931731984829,0.819843342036553,0.795007245590404
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.75       0.73958333 0.70212766 0.69148936 0.73404255],0.575949367088608,0.556962025316456,0.806329113924051,0.965665236051502,0.949367088607595,0.966244725738397,0.588957055214724,0.716417910447761,0.594472691487617,0.593023255813953,0.698630136986301,0.56696212731668,0.808988764044944,0.859416445623342,0.808642847509008
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200,6, low_bits_2, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.55555556 0.58333333 0.61805556 0.61971831 0.55633803],0.558823529411765,0.584033613445378,0.825503355704698,0.994413407821229,0.994413407821229,0.994413407821229,0.615384615384615,0.661417322834646,0.551429382138044,0.634686346863469,0.728813559322034,0.58524011299435,0.834920634920635,0.872305140961857,0.824947137543747
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.76041667 0.6875     0.78125    0.74468085],0.50314465408805,0.522012578616352,0.796482412060301,0.985263157894737,0.97907949790795,0.985355648535565,0.56353591160221,0.554347826086957,0.493591823491239,0.582417582417582,0.6625,0.521123417721519,0.806682577565632,0.822384428223844,0.795607798527507
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_svdn,16,184,200,12, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.50347222 0.4965035  0.47202797 0.51398601 0.50699301],0.512605042016807,0.521008403361345,0.873689727463312,0.992313067784766,0.991620111731844,0.99231843575419,0.536,0.558333333333333,0.512217514124294,0.521008403361345,0.525423728813559,0.521045197740113,0.87441375716519,0.879454926624738,0.873689727463312
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,474,158,158,0.6,0.2,0.2, [0.71875    0.61458333 0.75531915 0.69148936 0.73404255],0.594936708860759,0.518987341772152,0.79746835443038,0.957081545064378,0.940928270042194,0.957805907172996,0.614457831325301,0.6375,0.594391025641026,0.563218390804598,0.597560975609756,0.515885750962773,0.801488833746898,0.80952380952381,0.797345024966508
svm_model_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200,6, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.78873239 0.78169014 0.72535211 0.73239437 0.69014085],0.635593220338983,0.622881355932203,0.722504230118443,0.787794729542302,0.8,0.784507042253521,0.635593220338983,0.663716814159292,0.636736455860134,0.67870036101083,0.740157480314961,0.613198006212526,0.73419773095624,0.761344537815126,0.722239560219318
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.77622378 0.77272727 0.74125874 0.77972028 0.75352113],0.575,0.525,0.861111111111111,0.965371024734982,0.956582633053221,0.965686274509804,0.616541353383459,0.700854700854701,0.578069626850115,0.592857142857143,0.67479674796748,0.521159057744424,0.864864864864865,0.888888888888889,0.861111111111111
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.67708333 0.78125    0.67021277 0.69148936 0.68085106],0.594936708860759,0.632911392405063,0.829113924050633,0.972043010752688,0.953586497890295,0.972573839662447,0.6,0.564705882352941,0.597421434327156,0.623376623376623,0.648648648648649,0.633848133848134,0.826700898587933,0.813131313131313,0.829154489052966
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69444444 0.68181818 0.74475524 0.73776224 0.75524476],0.584033613445378,0.504201680672269,0.842767295597484,0.941176470588235,0.927374301675978,0.942039106145251,0.620689655172414,0.642857142857143,0.580357142857143,0.516393442622951,0.5625,0.507440476190476,0.843423799582464,0.846960167714885,0.842767295597484
svm_model_N16_B184_E200_nb_zones_12_low_bits_3_svdn,16,184,200,12, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.46503497 0.48951049 0.47902098 0.51748252 0.57342657],0.510460251046025,0.493723849372385,0.756289308176101,0.845051194539249,0.865734265734266,0.841258741258741,0.541176470588235,0.58974358974359,0.512084909625893,0.506122448979592,0.508196721311475,0.493414599971977,0.763358778625954,0.786163522012579,0.756289308176101
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170,10, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.63333333 0.6625     0.6875     0.6375     0.67647059],0.51830985915493,0.594366197183099,0.784591194968553,0.922330097087379,0.951585976627713,0.919866444073456,0.571428571428571,0.606382978723404,0.512772327685055,0.612903225806452,0.682634730538922,0.599296088673716,0.795216741405082,0.836477987421384,0.784591194968553
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200,8, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.66145833 0.640625   0.57894737 0.67368421],0.534591194968553,0.484276729559748,0.755653266331658,0.917647058823529,0.897489539748954,0.919456066945607,0.51948051948052,0.484848484848485,0.536541889483066,0.470967741935484,0.462025316455696,0.484137658227848,0.749517063747585,0.726591760299625,0.755836967381165
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200,4, low_bits_5, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.44791667 0.54166667 0.41666667 0.48958333 0.62765957],0.553459119496855,0.528301886792453,0.574120603015075,0.581344902386117,0.560669456066946,0.596234309623431,0.589595375722543,0.579545454545455,0.550336107554417,0.503311258278146,0.493506493506493,0.527241051631296,0.568152866242038,0.551980198019802,0.574459486765003
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200,8, low_bits_6, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.6875     0.70833333 0.58333333 0.61979167 0.63157895],0.564263322884012,0.554858934169279,0.81390977443609,0.983402489626556,0.989561586638831,0.983298538622129,0.564263322884013,0.548780487804878,0.5647128245476,0.538961038961039,0.546052631578947,0.554463441537977,0.813324952859837,0.813836477987421,0.813909499917556
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdn,32,168,200,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.52083333 0.61458333 0.53125    0.53125    0.59375   ],0.475,0.46875,0.62625,0.732510288065844,0.741666666666667,0.729166666666667,0.5,0.506024096385542,0.473791268971992,0.472049689440994,0.542857142857143,0.476984126984127,0.633128834355828,0.656488549618321,0.626770073334959
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdn,26,174,200, zones, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.47916667 0.47916667 0.49479167 0.48958333 0.546875  ],0.56875,0.553125,0.810625,0.976793248945148,0.964583333333333,0.977083333333333,0.566037735849057,0.545454545454545,0.56950146627566,0.518518518518518,0.469512195121951,0.555268918073796,0.806142034548944,0.778739184177997,0.810987796893044
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svd,26,174,200, zones, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.67916667 0.69327731 0.73109244 0.68907563 0.68487395],0.625698324022346,0.620111731843575,0.821278825995807,0.93936806148591,0.922818791946309,0.940436241610738,0.605882352941176,0.628048780487805,0.625880060346995,0.617977528089888,0.56701030927835,0.624968569273322,0.817354043920729,0.79979035639413,0.821278825995807
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5625     0.48958333 0.44791667 0.55208333],0.54375,0.5125,0.6325,0.707566462167689,0.720833333333333,0.702083333333333,0.467153284671533,0.432432432432432,0.535983658076681,0.5,0.453488372093023,0.517284726587052,0.624040920716112,0.61,0.6325
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.52777778 0.56338028 0.62676056 0.6056338  0.59859155],0.552742616033755,0.578059071729958,0.809443507588533,0.972144846796657,0.980337078651685,0.97191011235955,0.5,0.464912280701754,0.549529311082585,0.541284403669725,0.51304347826087,0.576193870277976,0.803135888501742,0.788034188034188,0.809158524965513
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,1428,476,476,0.6,0.2,0.2, [0.63986014 0.6013986  0.59090909 0.59440559 0.5915493 ],0.583333333333333,0.55,0.862159329140461,0.961832061068702,0.970588235294117,0.961484593837535,0.621212121212121,0.677685950413223,0.582540454198208,0.605839416058394,0.697478991596639,0.551218834641294,0.867104598281961,0.89937106918239,0.862159329140461
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.43229167 0.47395833 0.52604167 0.46842105],0.523510971786834,0.4858934169279,0.614035087719298,0.684873949579832,0.680584551148225,0.686847599164927,0.506493506493507,0.461538461538462,0.527435897435897,0.422535211267606,0.392156862745098,0.482223009685802,0.601036269430052,0.579275905118602,0.614166254446093
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200,4, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.51041667 0.46875    0.5625     0.53125   ],0.54375,0.54375,0.8175,1,1,1,0.489510489510489,0.466666666666667,0.53921568627451,0.442748091603053,0.3625,0.54375,0.806366047745358,0.769620253164557,0.816908892014377
ensemble_model_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200,6, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.6875     0.68055556 0.6875     0.67605634],0.585774058577406,0.589958158995816,0.809364548494983,0.956399437412096,0.947075208913649,0.956824512534819,0.571428571428571,0.589285714285714,0.585981439820023,0.581196581196581,0.601769911504425,0.590567495434752,0.806122448979592,0.811643835616438,0.809416689050049
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.48958333 0.484375   0.453125   0.52631579 0.51578947],0.471698113207547,0.515723270440252,0.790201005025126,0.987525987525987,0.993723849372385,0.98744769874477,0.461538461538462,0.464516129032258,0.471521868197111,0.544378698224852,0.522727272727273,0.5148847631242,0.792803970223325,0.789864029666255,0.790206599762885
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdn,32,168,200,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.65625    0.65625    0.54166667 0.47916667],0.5,0.48125,0.795,0.997920997920998,1,0.997916666666667,0.56043956043956,0.62962962962963,0.498359118612283,0.484472049689441,0.534246575342466,0.485514092268934,0.800970873786408,0.83756345177665,0.795629016528719
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.6958042  0.74475524 0.76923077 0.74825175 0.77464789],0.6,0.579166666666667,0.841719077568134,0.923636363636363,0.889355742296919,0.926470588235294,0.639097744360902,0.685483870967742,0.597052280311457,0.603921568627451,0.663793103448276,0.581896551724138,0.840717299578059,0.835429769392034,0.841719077568134
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.70979021 0.74825175 0.76223776 0.72183099],0.504166666666667,0.5375,0.850104821802935,0.96011396011396,0.943977591036414,0.96078431372549,0.536964980544747,0.570247933884297,0.503611361900132,0.584269662921348,0.65546218487395,0.538474894089867,0.851659751037344,0.860587002096436,0.850104821802935
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.62847222 0.71875    0.63986014 0.62587413 0.67132867],0.544303797468354,0.523206751054852,0.786163522012579,0.87218045112782,0.889818688981869,0.869595536959554,0.538461538461538,0.533898305084746,0.544260076912121,0.549800796812749,0.579831932773109,0.522966813844182,0.790554414784394,0.807127882599581,0.786163522012579
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200,4, low_bits_6, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.54166667 0.52083333 0.53125    0.54255319 0.46808511],0.512658227848101,0.481012658227848,0.799242424242424,1,1,1,0.509554140127389,0.533333333333333,0.513654618473896,0.474358974358974,0.440476190476191,0.483751608751609,0.798479087452471,0.793450881612091,0.799257086375665
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.53125    0.46875    0.45833333 0.52083333],0.48125,0.5,0.79125,0.991666666666667,0.991666666666667,0.991666666666667,0.464516129032258,0.413793103448276,0.487718469532357,0.51219512195122,0.506024096385542,0.499765294946018,0.7909887359199,0.770731707317073,0.791776110068793
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdn,32,168,200, zones, low_bits_4_shifted_2, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.625      0.4787234  0.5        0.55319149 0.53191489],0.484076433121019,0.547770700636943,0.806615776081425,1,1,1,0.526315789473684,0.555555555555556,0.481725146198831,0.603351955307263,0.635294117647059,0.539869281045752,0.815085158150852,0.833333333333333,0.805989583333333
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.59895833 0.640625   0.64210526 0.73157895 0.68421053],0.534591194968553,0.493710691823899,0.772327044025157,0.944386149003148,0.943396226415094,0.944444444444444,0.525641025641026,0.463276836158192,0.543695155667749,0.418772563176895,0.4,0.486127167630058,0.765239948119326,0.738423028785982,0.772498492901209
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.61458333 0.65625    0.609375   0.66666667 0.66315789],0.589341692789969,0.595611285266458,0.833959899749373,0.994807892004154,1,0.994780793319415,0.537102473498233,0.477987421383648,0.588993710691824,0.550522648083624,0.5,0.59472049689441,0.827136333985649,0.796482412060301,0.833866206030151
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200, zones, lab, svdne,714,238,238,0.6,0.2,0.2, [0.75       0.70833333 0.74647887 0.73239437 0.71126761],0.61344537815126,0.588235294117647,0.792436974789916,0.918687589158345,0.901960784313726,0.920168067226891,0.626016260162602,0.626016260162602,0.613008130081301,0.62015503875969,0.661157024793388,0.586988768806951,0.795020746887967,0.797004991680532,0.792390441510894
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdne,26,174,200,8, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64736842 0.65789474 0.6        0.68421053 0.61052632],0.525316455696203,0.550632911392405,0.667509481668774,0.754201680672269,0.755789473684211,0.753684210526316,0.519230769230769,0.50625,0.525560897435897,0.55625,0.57051282051282,0.55088141025641,0.667929292929293,0.668773704171934,0.667509481668774
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.5625     0.53125    0.54166667 0.53125   ],0.50625,0.475,0.7925,0.993736951983299,0.991666666666667,0.99375,0.521212121212121,0.56578947368421,0.509085213032581,0.493975903614458,0.5,0.474358974358974,0.795061728395062,0.809045226130653,0.792582314557864
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200,4, low_bits_5, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.70833333 0.80851064 0.72340426 0.70212766 0.72340426],0.509554140127389,0.528662420382166,0.695928753180662,0.805309734513274,0.771186440677966,0.813559322033898,0.579234972677596,0.63855421686747,0.501709540866167,0.569767441860465,0.538461538461538,0.526806526806527,0.703841387856258,0.692682926829268,0.696075505967826
svm_model_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.61188811 0.62937063 0.54895105 0.57342657 0.5915493 ],0.541666666666667,0.591666666666667,0.590670859538784,0.61569416498994,0.642857142857143,0.598739495798319,0.46078431372549,0.408695652173913,0.536347826086957,0.566371681415929,0.512,0.595130434782609,0.593440916189485,0.59748427672956,0.590670859538784
svm_model_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200,8, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.59473684 0.56315789 0.58421053 0.56842105 0.65789474],0.582278481012658,0.617088607594937,0.597977243994943,0.599791013584117,0.604210526315789,0.596842105263158,0.61849710982659,0.718120805369127,0.589599324840252,0.657223796033994,0.734177215189873,0.617088607594937,0.615942028985507,0.652173913043478,0.598586956521739
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdne,32,168,200,4, low_bits_4_shifted_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.67021277 0.60638298 0.62765957 0.73404255 0.69148936],0.512820512820513,0.602564102564102,0.754475703324808,0.882608695652174,0.863829787234043,0.885106382978723,0.563218390804598,0.671232876712329,0.522363426307972,0.651685393258427,0.773333333333333,0.608888888888889,0.763546798029557,0.809399477806788,0.75557693188585
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200,4, low_bits_6, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.73958333 0.60638298 0.68085106 0.59574468 0.61702128],0.547770700636943,0.592356687898089,0.731552162849873,0.836909871244635,0.826271186440678,0.838983050847458,0.529801324503311,0.434782608695652,0.57123745819398,0.578947368421053,0.517647058823529,0.599101307189543,0.725617685305592,0.675544794188862,0.734555238917487
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.609375   0.65625    0.61979167 0.63020833 0.72105263],0.589341692789969,0.564263322884012,0.635338345864662,0.666666666666667,0.651356993736952,0.674321503131524,0.549828178694158,0.519480519480519,0.587012987012987,0.569659442724458,0.534883720930232,0.566761588356273,0.624516129032258,0.601242236024845,0.63564008134997
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200,8, low_bits_4, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.56315789 0.5        0.54210526 0.47894737 0.50526316],0.474683544303798,0.509493670886076,0.787610619469027,0.984455958549223,1,0.98421052631579,0.464516129032258,0.47682119205298,0.474774232390126,0.553314121037464,0.60377358490566,0.508893161879582,0.792848335388409,0.819108280254777,0.787847741131153
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200,4, low_bits_5, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.8125     0.75       0.70833333 0.71875   ],0.55625,0.50625,0.77375,0.93304535637149,0.9,0.935416666666667,0.541935483870968,0.567567567567568,0.557039597737272,0.47682119205298,0.48,0.504705882352941,0.764629388816645,0.755784061696658,0.7732691598021
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svd,40,130,170,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.72222222 0.70486111 0.75874126 0.70629371 0.75174825],0.565400843881857,0.60337552742616,0.883647798742138,0.982554082344731,0.98186889818689,0.982566248256625,0.608365019011407,0.666666666666667,0.564102564102564,0.659420289855072,0.777777777777778,0.605555555555555,0.887423935091278,0.917190775681342,0.883647798742138
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166,12, low_bits_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63888889 0.65972222 0.66319444 0.63194444 0.64685315],0.514893617021277,0.561702127659575,0.626310272536688,0.64822695035461,0.635605006954103,0.655076495132128,0.525,0.577981651376147,0.519149555846804,0.605363984674329,0.626984126984127,0.556611329547109,0.626896912611198,0.627882599580713,0.626310272536688
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdne,32,168,200,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.75       0.72916667 0.80851064 0.78723404],0.563291139240506,0.5,0.787878787878788,0.9581589958159,0.96218487394958,0.957983193277311,0.614525139664804,0.733333333333333,0.5714859437751,0.572972972972973,0.654320987654321,0.495991662658329,0.800475059382423,0.855329949238579,0.788217738438385
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.59243697 0.66386555 0.64705882 0.65546218 0.64285714],0.565459610027855,0.568245125348189,0.783018867924528,0.912933220625528,0.907563025210084,0.91344537815126,0.551724137931034,0.518918918918919,0.566930723827276,0.525993883792049,0.494252873563218,0.566045355700528,0.777179763186222,0.756813417190776,0.783018867924528
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.55208333 0.64583333 0.76041667 0.74468085],0.60377358490566,0.509433962264151,0.821608040201005,0.9979035639413,0.99581589958159,0.997907949790795,0.631578947368421,0.675,0.603322784810127,0.546511627906977,0.5875,0.508939873417722,0.826829268292683,0.849624060150376,0.821537470881233
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6958042  0.61888112 0.7027972  0.64685315 0.65034965],0.493723849372385,0.523012552301255,0.642033542976939,0.693989071038251,0.71048951048951,0.686713286713287,0.514056224899598,0.547008547008547,0.49481574891411,0.558139534883721,0.590163934426229,0.521577693708841,0.653475393201421,0.675052410901468,0.642033542976939
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.66666667 0.71875    0.71276596 0.70212766 0.72340426],0.607594936708861,0.512658227848101,0.80379746835443,0.965811965811966,0.953586497890295,0.966244725738397,0.597402597402597,0.582278481012658,0.607594936708861,0.52760736196319,0.518072289156626,0.512369477911647,0.802547770700637,0.789473684210526,0.803944003230583
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_svdn,16,184,200, zones, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.46180556 0.47902098 0.5        0.47902098 0.48251748],0.487394957983193,0.546218487394958,0.871593291404612,0.989517819706499,0.988826815642458,0.989525139664804,0.530769230769231,0.584745762711864,0.488206214689266,0.546218487394958,0.541666666666667,0.546257062146893,0.872991187143598,0.882599580712788,0.871593291404612
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdne,26,174,200,8, low_bits_4_shifted_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.640625   0.67708333 0.6875     0.63020833 0.67894737],0.545454545454545,0.523510971786834,0.789473684210526,0.959332638164755,0.960334029227557,0.95929018789144,0.577259475218659,0.578947368421053,0.542852062588905,0.565714285714286,0.592814371257485,0.520091396155058,0.796610169491525,0.805385556915545,0.789085589754306
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.609375   0.65625    0.640625   0.62631579 0.57894737],0.578616352201258,0.534591194968553,0.790201005025126,0.945263157894737,0.939330543933054,0.945606694560669,0.553333333333333,0.528662420382166,0.577995806464375,0.506666666666667,0.503311258278146,0.533092754887576,0.784516129032258,0.7735368956743,0.789994254288763
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,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.79787234 0.73404255 0.78723404 0.73404255 0.77659574],0.41025641025641,0.435897435897436,0.757033248081841,0.978632478632479,0.974468085106383,0.978723404255319,0.488888888888889,0.556962025316456,0.408351142528358,0.5,0.676923076923077,0.47032967032967,0.769417475728155,0.836411609498681,0.759396871746859
svm_model_N32_B168_E200_nb_zones_8_lab_svd,32,168,200,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.765625   0.6875     0.65104167 0.72395833 0.69473684],0.630094043887147,0.614420062695925,0.711779448621554,0.774459320288363,0.784968684759916,0.771398747390397,0.689473684210526,0.793939393939394,0.624242424242424,0.680519480519481,0.83974358974359,0.61925829793928,0.735023041474654,0.7975,0.711564070351759
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_3_svdn,16,184,200,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54513889 0.50699301 0.51748252 0.51048951 0.54545455],0.441176470588235,0.457983193277311,0.862683438155136,1,1,1,0.482490272373541,0.492063492063492,0.437996031746032,0.464730290456432,0.5,0.46031746031746,0.864248704663213,0.874213836477987,0.862683438155136
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170, zones, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49652778 0.48251748 0.5034965  0.45104895 0.51048951],0.491596638655462,0.483193277310924,0.865303983228511,0.990940766550523,0.993016759776536,0.990921787709497,0.48068669527897,0.504504504504504,0.492409732567213,0.50996015936255,0.503937007874016,0.481698233666738,0.86607608129234,0.871069182389937,0.865303983228512
svm_model_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200,10, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52521008 0.53361345 0.51260504 0.56302521 0.55882353],0.481894150417827,0.473537604456825,0.778825995807128,0.960404380791912,0.957983193277311,0.960504201680672,0.474576271186441,0.444444444444444,0.483986928104575,0.467605633802817,0.488235294117647,0.474276377217554,0.777426160337553,0.772536687631027,0.778825995807128
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,474,158,158,0.6,0.2,0.2, [0.72916667 0.73958333 0.73404255 0.68085106 0.78723404],0.563291139240506,0.582278481012658,0.810126582278481,0.968152866242038,0.962025316455696,0.968354430379747,0.605714285714286,0.67948717948718,0.56474358974359,0.607142857142857,0.698630136986301,0.590491539081386,0.815724815724816,0.855670103092784,0.81091962866082
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.72727273 0.75524476 0.78321678 0.76573427 0.77112676],0.604166666666667,0.666666666666667,0.882075471698113,0.964539007092198,0.952380952380952,0.964985994397759,0.621513944223108,0.666666666666667,0.605691056910569,0.699248120300752,0.75609756097561,0.664373566812591,0.883238194084068,0.892033542976939,0.882075471698113
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.578125   0.66145833 0.57894737 0.59473684 0.61052632],0.60377358490566,0.550314465408805,0.806918238993711,0.960662525879917,0.972746331236897,0.960167714884696,0.625,0.668789808917197,0.604581239862325,0.565349544072948,0.615894039735099,0.553456001903478,0.811771919068056,0.843312101910828,0.8073703366697
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.6875     0.58421053 0.65789474 0.69473684 0.67368421],0.539432176656151,0.542586750788643,0.799495586380832,0.971608832807571,0.970588235294117,0.971638655462185,0.592178770949721,0.642424242424242,0.535027910685806,0.567164179104478,0.633333333333333,0.547205588822355,0.806569343065693,0.838179519595449,0.799592904451812
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.76736111 0.70833333 0.71678322 0.74825175 0.71328671],0.510548523206751,0.569620253164557,0.853249475890985,0.955965909090909,0.938633193863319,0.95676429567643,0.491228070175439,0.482758620689655,0.509974351667142,0.540540540540541,0.495867768595041,0.571209746366486,0.84930032292788,0.827044025157233,0.853249475890985
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200,10, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.65       0.625      0.675      0.64166667 0.59583333],0.621468926553672,0.570621468926554,0.665094339622642,0.668544600938967,0.593333333333333,0.705833333333333,0.492424242424242,0.386904761904762,0.610119047619048,0.460992907801418,0.349462365591398,0.582469278033794,0.603351955307262,0.509433962264151,0.665094339622642
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.65972222 0.72222222 0.66666667 0.72222222 0.63194444],0.5625,0.575,0.704166666666667,0.778443113772455,0.722222222222222,0.794444444444444,0.52914798206278,0.546296296296296,0.561026936026936,0.571428571428571,0.507462686567164,0.583920022528865,0.685562444641276,0.642857142857143,0.70437171524128
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.515625   0.47894737 0.47368421 0.46842105],0.477987421383648,0.487421383647799,0.788050314465409,0.991561181434599,0.985324947589098,0.991614255765199,0.502994011976048,0.502994011976048,0.476662568901931,0.462046204620462,0.47945205479452,0.486819050653074,0.787381703470032,0.789873417721519,0.788061708860759
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svd,32,168,200,6, low_bits_4_shifted_2, svd,714,238,238,0.6,0.2,0.2, [0.63194444 0.66666667 0.68309859 0.6971831  0.73943662],0.546218487394958,0.504201680672269,0.770588235294118,0.934081346423562,0.932773109243698,0.934173669467787,0.611510791366906,0.745614035087719,0.554258630447085,0.556390977443609,0.660714285714286,0.512896825396825,0.782816229116945,0.843910806174957,0.772037775410378
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.65277778 0.625      0.625      0.67361111 0.68309859],0.665271966527197,0.564853556485356,0.704013377926421,0.738461538461539,0.668523676880223,0.763231197771588,0.62962962962963,0.544,0.671122807017544,0.543859649122807,0.476923076923077,0.573323923782639,0.676416819012797,0.602605863192182,0.706801213383033
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.73958333 0.73776224 0.72027972 0.71678322 0.70629371],0.571428571428571,0.563025210084034,0.826519916142558,0.911284599006387,0.896648044692737,0.912709497206704,0.556521739130435,0.524590163934426,0.57263990955342,0.559322033898305,0.568965517241379,0.563171283210854,0.823466666666667,0.809224318658281,0.826519916142558
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.63888889 0.5979021  0.67482517 0.63636364],0.468354430379747,0.582278481012658,0.810796645702306,0.905555555555556,0.909344490934449,0.905160390516039,0.427272727272727,0.391666666666667,0.469337606837607,0.585774058577406,0.598290598290598,0.582478632478632,0.809899947340706,0.806079664570231,0.810796645702306
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,960,320,320,0.6,0.2,0.2, [0.6875     0.64583333 0.70833333 0.70833333 0.66666667],0.578125,0.525,0.785,0.939809926082365,0.927083333333333,0.940625,0.571428571428571,0.548780487804878,0.578877423389619,0.512820512820513,0.476190476190476,0.527568922305764,0.781448538754765,0.757389162561576,0.785420469605661
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.71328671 0.67832168 0.6993007  0.72727273 0.69014085],0.658333333333333,0.620833333333333,0.895702306079665,0.981560283687943,0.969187675070028,0.981792717086835,0.64957264957265,0.655172413793103,0.658231368186874,0.588235294117647,0.524193548387097,0.62416573971079,0.893297587131367,0.873165618448637,0.895702306079665
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.47894737 0.53684211 0.51578947 0.55789474 0.56842105],0.496835443037975,0.541139240506329,0.534134007585335,0.595704948646125,0.671578947368421,0.544210526315789,0.557103064066852,0.662251655629139,0.503853100541842,0.602739726027397,0.666666666666667,0.535320088300221,0.58941504178273,0.668773704171934,0.534134007585335
ensemble_model_N32_B168_E200_nb_zones_8_lab_svd,32,168,200,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.72916667 0.72916667 0.71354167 0.72105263],0.630094043887147,0.545454545454545,0.81077694235589,0.958109559613319,0.931106471816284,0.959290187891441,0.646706586826347,0.701298701298701,0.632467532467533,0.584527220630372,0.621951219512195,0.543233674272227,0.812887236679058,0.823086574654956,0.810792348654136
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200,6, low_bits_5, svd,720,240,240,0.6,0.2,0.2, [0.66666667 0.70833333 0.61805556 0.67361111 0.70833333],0.5375,0.520833333333333,0.786666666666667,0.957627118644068,0.941666666666667,0.958333333333333,0.502242152466368,0.466666666666667,0.5375,0.502164502164502,0.467741935483871,0.522664071190211,0.779690189328744,0.75,0.786912751677852
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.71875    0.71875    0.75       0.70833333 0.72916667],0.5875,0.58125,0.8325,0.997912317327766,0.995833333333333,0.997916666666667,0.616279069767442,0.646341463414634,0.58599124452783,0.629834254143646,0.7125,0.58125,0.838942307692308,0.8681592039801,0.8323208080202
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.58741259 0.56293706 0.5979021  0.56643357 0.56338028],0.554166666666667,0.633333333333333,0.876834381551363,0.972027972027972,0.973389355742297,0.971988795518207,0.536796536796537,0.512396694214876,0.55451767483853,0.603603603603604,0.563025210084034,0.632752274463504,0.875199150292087,0.863731656184486,0.876834381551363
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.69791667 0.70833333 0.77659574 0.76595745],0.518987341772152,0.430379746835443,0.689393939393939,0.836734693877551,0.861344537815126,0.831932773109244,0.577777777777778,0.559139784946237,0.510339123242349,0.423076923076923,0.478260869565217,0.435759648265755,0.702179176755448,0.725,0.689030612244898
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svd,32,168,200,6, low_bits_4_shifted_2, svd,720,240,240,0.6,0.2,0.2, [0.76388889 0.72222222 0.75694444 0.78472222 0.77083333],0.5625,0.5375,0.765833333333333,0.911804613297151,0.933333333333333,0.909722222222222,0.591439688715953,0.608,0.560521739130435,0.54320987654321,0.573913043478261,0.53895652173913,0.772837510105093,0.796666666666667,0.765833333333333
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.66315789 0.73157895 0.70526316 0.73157895],0.49211356466877,0.495268138801262,0.781210592686003,0.972340425531915,0.960084033613445,0.972689075630252,0.527859237536657,0.569620253164557,0.492357296393599,0.51219512195122,0.556291390728477,0.498025213436527,0.784338098197638,0.803821656050955,0.781436421034217
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.578125   0.59895833 0.609375   0.625      0.61578947],0.551724137931034,0.557993730407524,0.796365914786967,0.95697796432319,0.951983298538622,0.957202505219207,0.57566765578635,0.60625,0.551552672955975,0.58160237388724,0.608695652173913,0.557512383048982,0.800245851259988,0.81375,0.796322236180904
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70138889 0.71527778 0.67361111 0.70833333 0.70422535],0.539748953974895,0.589958158995816,0.797658862876254,0.951428571428571,0.927576601671309,0.952646239554318,0.549180327868853,0.544715447154471,0.539599102887581,0.566371681415929,0.556521739130435,0.588744740532959,0.793162393162393,0.777219430485762,0.797624740284617
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.61458333 0.640625   0.63157895 0.64210526 0.64736842],0.569182389937107,0.537735849056604,0.616981132075472,0.690181124880839,0.758909853249476,0.659329140461216,0.647814910025707,0.768292682926829,0.562717770034843,0.599455040871935,0.714285714285714,0.543118466898955,0.662603878116344,0.752201257861635,0.616981132075472
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200,4, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.82291667 0.80208333 0.77083333 0.8125     0.70833333],0.5125,0.51875,0.7775,0.951578947368421,0.941666666666667,0.952083333333333,0.546511627906977,0.61038961038961,0.516038178688781,0.583783783783784,0.627906976744186,0.509899434318039,0.786057692307692,0.811414392059553,0.777243719959248
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.55208333 0.64583333 0.57291667 0.64583333 0.67708333],0.56875,0.63125,0.80375,0.938689217758985,0.925,0.939583333333333,0.614525139664804,0.670731707317073,0.566135084427767,0.697435897435897,0.723404255319149,0.611702127659574,0.814639905548996,0.829326923076923,0.802684294871795
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.6013986  0.61188811 0.62587413 0.60915493],0.520833333333333,0.608333333333333,0.605870020964361,0.672694394213382,0.781512605042017,0.619747899159664,0.587813620071685,0.759259259259259,0.542508417508418,0.698717948717949,0.825757575757576,0.584175084175084,0.665777777777778,0.785115303983228,0.605870020964361
ensemble_model_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200,10, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.525      0.5        0.51260504 0.42857143 0.49159664],0.483240223463687,0.491620111731844,0.807651991614256,1,1,1,0.514435695538058,0.544444444444444,0.482896379525593,0.5,0.51123595505618,0.491729088639201,0.810531750129065,0.822851153039832,0.807651991614256
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.63636364 0.63286713 0.68181818 0.65384615 0.67253521],0.591666666666667,0.575,0.841194968553459,0.929979605710401,0.957983193277311,0.927871148459384,0.588235294117647,0.514705882352941,0.603506787330317,0.479591836734694,0.451923076923077,0.56052036199095,0.840944881889764,0.839622641509434,0.841194968553459
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.76388889 0.70138889 0.62676056 0.71830986],0.504201680672269,0.516806722689076,0.782718120805369,0.962857142857143,0.941340782122905,0.963687150837989,0.512396694214876,0.525423728813559,0.504378531073446,0.538152610441767,0.626168224299065,0.5268245701648,0.782535684298909,0.799313893653516,0.783072381966331
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.63445378 0.67226891 0.63865546 0.64705882 0.72457627],0.513888888888889,0.569444444444444,0.812368972746331,0.97598627787307,0.957912457912458,0.976430976430976,0.543080939947781,0.565217391304348,0.51272233201581,0.586666666666667,0.625,0.570652173913043,0.813929313929314,0.820754716981132,0.812368972746331
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,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.75694444 0.65972222 0.75694444 0.70833333 0.63380282],0.476987447698745,0.552301255230126,0.781772575250836,0.959326788218794,0.952646239554318,0.959610027855153,0.497991967871486,0.574074074074074,0.485510319479785,0.59622641509434,0.6171875,0.547332488738739,0.787286063569682,0.811764705882353,0.781922286385436
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.77083333 0.75       0.67708333 0.77083333 0.77083333],0.5625,0.575,0.79875,0.951781970649895,0.945833333333333,0.952083333333333,0.545454545454546,0.525,0.5625,0.595238095238095,0.595238095238095,0.573934837092732,0.798498122653317,0.789603960396039,0.798842384238424
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.63541667 0.59375    0.65957447 0.75531915 0.69148936],0.544303797468354,0.594936708860759,0.810126582278481,0.970338983050847,0.966244725738397,0.970464135021097,0.5,0.537313432835821,0.543381991143185,0.584415584415584,0.555555555555556,0.595959595959596,0.805194805194805,0.805194805194805,0.81000481000481
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.75347222 0.76041667 0.68055556 0.79166667 0.75874126],0.463829787234043,0.531914893617021,0.849056603773585,0.963737796373779,0.96105702364395,0.963838664812239,0.442477876106195,0.442477876106195,0.463042216741622,0.5,0.450819672131148,0.53514434933991,0.846808510638298,0.834381551362683,0.849056603773585
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,720,240,240,0.6,0.2,0.2, [0.72222222 0.69444444 0.70138889 0.70138889 0.70138889],0.541666666666667,0.554166666666667,0.791666666666667,0.953846153846154,0.947222222222222,0.954166666666667,0.52991452991453,0.46969696969697,0.5496632996633,0.563265306122449,0.605263157894737,0.556599832915622,0.790619765494137,0.778877887788779,0.791795846251292
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svd,32,168,200, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.74736842 0.74210526 0.7        0.69473684 0.67021277],0.664556962025316,0.613924050632911,0.810759493670886,0.923737916219119,0.907172995780591,0.925105485232068,0.636986301369863,0.624161073825503,0.662379938110357,0.576388888888889,0.535483870967742,0.612462432378281,0.802117802779616,0.778920308483291,0.810283096885037
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170,12, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.67832168 0.62587413 0.68531469 0.64335664 0.66549296],0.520833333333333,0.554166666666667,0.667714884696017,0.718194254445964,0.735294117647059,0.711484593837535,0.534412955465587,0.545454545454545,0.520626432391138,0.559670781893004,0.571428571428571,0.5543093270366,0.675204918032787,0.690775681341719,0.667714884696017
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.546875   0.6        0.50526316 0.56315789],0.525157232704403,0.493710691823899,0.794339622641509,0.984520123839009,1,0.984276729559748,0.526645768025078,0.502994011976048,0.526331443074117,0.504615384615385,0.5,0.493506493506494,0.79727216367018,0.795792079207921,0.794315476944114
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_3_svdn,16,184,200, zones, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.48958333 0.50694444 0.53496503 0.51748252 0.48251748],0.544303797468354,0.514767932489452,0.871593291404612,0.984615384615385,0.98186889818689,0.98465829846583,0.546218487394958,0.550847457627119,0.544331291838769,0.51063829787234,0.504201680672269,0.514812704742914,0.871255911718339,0.868972746331237,0.871593291404612
svm_model_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.73263889 0.73958333 0.6958042  0.72727273 0.76223776],0.60337552742616,0.624472573839662,0.7520964360587,0.792560801144492,0.772663877266388,0.797768479776848,0.605042016806723,0.642857142857143,0.605428571428571,0.661596958174905,0.696,0.620321428571429,0.750921537651395,0.747379454926625,0.7520964360587
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.60416667 0.52083333 0.6875     0.5        0.5625    ],0.53125,0.475,0.64125,0.73109243697479,0.725,0.733333333333333,0.545454545454545,0.535714285714286,0.531015037593985,0.468354430379747,0.451219512195122,0.475609756097561,0.640801001251564,0.630541871921182,0.641413067940287
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.67482517 0.68181818 0.68181818 0.66783217 0.6443662 ],0.479166666666667,0.5125,0.850104821802935,0.969101123595506,0.966386554621849,0.969187675070028,0.513618677042802,0.536585365853659,0.477694392328539,0.565055762081784,0.64957264957265,0.515843235355431,0.853333333333333,0.872117400419287,0.850104821802935
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200,4, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.47916667 0.59375    0.55319149 0.59574468 0.54255319],0.468354430379747,0.544303797468354,0.673417721518987,0.788381742738589,0.80168776371308,0.784810126582278,0.468354430379747,0.440476190476191,0.470238095238095,0.55,0.536585365853659,0.544608472400513,0.6775,0.672456575682382,0.673437590166772
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svd,26,174,200,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6092437  0.6092437  0.68487395 0.65966387 0.68487395],0.559888579387187,0.590529247910864,0.810272536687631,0.951156812339332,0.932773109243698,0.952100840336134,0.606965174129353,0.693181818181818,0.562437903626428,0.642335766423358,0.721311475409836,0.587928464977645,0.817171717171717,0.848008385744235,0.810272536687631
svm_model_N26_B174_E200_nb_zones_8_low_bits_2_svdn,26,174,200,8, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48947368 0.51578947 0.53157895 0.51052632 0.48947368],0.484177215189874,0.496835443037975,0.712389380530973,0.865520728008089,0.901052631578947,0.86,0.510510510510511,0.488505747126437,0.483689493281528,0.498422712933754,0.506410256410256,0.496955128205128,0.722391702257474,0.735403726708075,0.711974707626881
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.63541667 0.64210526 0.68947368 0.68947368 0.71052632],0.593059936908517,0.545741324921136,0.796973518284994,0.947255113024758,0.92436974789916,0.948529411764706,0.610271903323263,0.63125,0.592695063694267,0.597765363128492,0.633136094674556,0.539541020310251,0.800988875154512,0.804968944099379,0.796850669232788
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.51388889 0.44444444 0.46478873 0.46478873 0.44366197],0.508403361344538,0.516806722689076,0.798319327731092,0.988732394366197,0.983193277310924,0.988795518207283,0.484581497797357,0.491071428571429,0.507440476190476,0.518828451882845,0.52991452991453,0.517023380659744,0.795918367346939,0.798634812286689,0.798324028659901
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdn,32,168,200,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.61111111 0.5625     0.6056338  0.54225352 0.51408451],0.563025210084034,0.487394957983193,0.56890756302521,0.652121212121212,0.753501400560224,0.598039215686274,0.62589928057554,0.713114754098361,0.559143583945732,0.557971014492754,0.647058823529412,0.487394957983193,0.62799129804206,0.724080267558528,0.568121214860345
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200,4, low_bits_4, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.42553191 0.5212766  0.43617021 0.42553191 0.45744681],0.5,0.487179487179487,0.797953964194373,1,1,1,0.5,0.481481481481482,0.500740740740741,0.480519480519481,0.52112676056338,0.489975144987572,0.797435897435897,0.803617571059431,0.798011317175285
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.58823529 0.62605042 0.63865546 0.63445378 0.58898305],0.6,0.638888888888889,0.70125786163522,0.753333333333333,0.760942760942761,0.750841750841751,0.634517766497462,0.672043010752688,0.597515758249907,0.644808743169399,0.67816091954023,0.640155728587319,0.709183673469388,0.728511530398323,0.70125786163522
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200,4, low_bits_3, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.60416667 0.58333333 0.51041667 0.53125    0.4893617 ],0.553459119496855,0.515723270440252,0.814070351758794,1,1,1,0.553459119496855,0.556962025316456,0.553481012658228,0.503225806451613,0.52,0.515952380952381,0.813131313131313,0.819338422391857,0.814135712436623
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200,6, low_bits_6, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.54861111 0.56944444 0.46527778 0.56338028],0.552301255230126,0.514644351464435,0.740802675585284,0.877637130801688,0.86908077994429,0.87883008356546,0.556016597510374,0.577586206896552,0.553020745724699,0.536,0.563025210084034,0.51484593837535,0.742096505823627,0.750841750841751,0.740869380404264
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.52097902 0.5        0.57342657 0.52797203 0.53169014],0.5125,0.5,0.563417190775681,0.533646322378717,0.477591036414566,0.582633053221289,0.434782608695652,0.378151260504202,0.511389679838878,0.375,0.297520661157025,0.5017015070491,0.503279666070364,0.442348008385744,0.563417190775681
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.56993007 0.51048951 0.5        0.56338028],0.479166666666667,0.529166666666667,0.561844863731656,0.564774381368268,0.543417366946779,0.581232492997199,0.48559670781893,0.491666666666667,0.479166666666667,0.556862745098039,0.591666666666667,0.529166666666667,0.553418803418803,0.542976939203354,0.561844863731656
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,474,158,158,0.6,0.2,0.2, [0.5        0.51041667 0.4893617  0.46808511 0.46808511],0.518987341772152,0.582278481012658,0.818987341772152,0.997894736842105,1,0.99789029535865,0.530864197530864,0.551282051282051,0.519391025641026,0.576923076923077,0.592105263157895,0.582637997432606,0.819672131147541,0.831202046035806,0.819109794947727
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,474,158,158,0.6,0.2,0.2, [0.53125    0.51041667 0.43617021 0.44680851 0.44680851],0.531645569620253,0.525316455696203,0.808860759493671,0.9957805907173,0.9957805907173,0.9957805907173,0.5,0.536231884057971,0.53216088584921,0.475524475524476,0.465753424657534,0.521112006446414,0.802614379084967,0.810026385224274,0.808906136651066
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.51736111 0.53819444 0.55555556 0.59375    0.55944056],0.497872340425532,0.587234042553191,0.848008385744235,0.947220267417312,0.936022253129346,0.947844228094576,0.47787610619469,0.469565217391304,0.497282608695652,0.557077625570776,0.508333333333333,0.588949275362319,0.844587352625938,0.825995807127883,0.848008385744235
svm_model_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.46842105 0.5        0.55789474 0.51578947 0.54210526],0.528481012658228,0.487341772151899,0.558154235145386,0.565022421524664,0.530526315789474,0.591578947368421,0.54434250764526,0.549382716049383,0.527938111271445,0.467105263157895,0.452229299363057,0.487120938989705,0.541037426132633,0.518891687657431,0.55830371184902
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200,6, low_bits_5, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.49305556 0.5        0.52112676 0.53521127 0.56338028],0.544303797468354,0.485232067510549,0.806070826306914,1,1,1,0.530434782608696,0.564814814814815,0.545973298880276,0.504065040650407,0.516666666666667,0.48482905982906,0.806397306397307,0.820205479452055,0.806282141719383
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.515625   0.48947368 0.52105263 0.52631579],0.569182389937107,0.465408805031447,0.80188679245283,0.991578947368421,0.987421383647799,0.991614255765199,0.553745928338762,0.555555555555556,0.568686868686869,0.475308641975309,0.484276729559748,0.465408805031447,0.800759013282733,0.802281368821293,0.801889748081058
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdn,32,168,200,6, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.45833333 0.53472222 0.52112676 0.56338028 0.53521127],0.592436974789916,0.558823529411765,0.819327731092437,0.981612446958981,0.971988795518207,0.981792717086835,0.644688644688645,0.758620689655172,0.596523459581685,0.631578947368421,0.75,0.557203389830508,0.8300395256917,0.885328836424958,0.819548840323032
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.64285714 0.68067227 0.65546218 0.62711864],0.516666666666667,0.566666666666667,0.814465408805031,0.979557069846678,0.968013468013468,0.97979797979798,0.508474576271186,0.508474576271186,0.516532370102806,0.564245810055866,0.551912568306011,0.566916736130407,0.812301166489926,0.80293501048218,0.814465408805031
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200,4, low_bits_4, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.82291667 0.72916667 0.70833333 0.61458333 0.71276596],0.477987421383648,0.484276729559748,0.688442211055276,0.817582417582418,0.778242677824268,0.826359832635983,0.496969696969697,0.532467532467532,0.479648400380108,0.481012658227848,0.575757575757576,0.497556207233627,0.681233933161954,0.693717277486911,0.688646078356982
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.58854167 0.60416667 0.64583333 0.59895833 0.57894737],0.598746081504702,0.595611285266458,0.824561403508772,0.975966562173459,0.974947807933194,0.975991649269311,0.609756097560976,0.617283950617284,0.598450892506094,0.585209003215434,0.538461538461538,0.599230769230769,0.824561403508772,0.812345679012346,0.824747903119404
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.45798319 0.53781513 0.50420168 0.52542373],0.522222222222222,0.513888888888889,0.814465408805031,0.994102780117944,0.993265993265993,0.994107744107744,0.488095238095238,0.468571428571429,0.520772200772201,0.509803921568628,0.491891891891892,0.514517374517375,0.811702127659575,0.79979035639413,0.814465408805031
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.73958333 0.74475524 0.73776224 0.75874126 0.76223776],0.504201680672269,0.592436974789916,0.865303983228511,0.970588235294118,0.967877094972067,0.970670391061453,0.520325203252033,0.512,0.503787610619469,0.607287449392712,0.663716814159292,0.595858407079646,0.866215512753774,0.872117400419287,0.865303983228512
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54195804 0.60839161 0.63286713 0.59090909 0.61538462],0.585774058577406,0.552301255230126,0.85167714884696,0.944243301955105,0.911888111888112,0.946153846153846,0.67109634551495,0.827868852459016,0.580601092896175,0.63973063973064,0.811965811965812,0.557622250245201,0.85699848408287,0.888888888888889,0.85167714884696
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.5        0.48611111 0.51388889 0.47183099 0.53521127],0.542016806722689,0.487394957983193,0.806208053691275,1,1,1,0.585551330798479,0.631147540983607,0.539711701526286,0.504065040650407,0.548672566371681,0.490336283185841,0.811428571428571,0.838111298482293,0.806367836219444
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.69791667 0.79166667 0.64893617 0.70212766 0.78723404],0.493670886075949,0.518987341772152,0.712658227848101,0.851153039832285,0.856540084388186,0.850210970464135,0.555555555555555,0.588235294117647,0.485898468976632,0.547619047619048,0.58974358974359,0.519871794871795,0.724848484848485,0.7475,0.712211538461539
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_2_svdn,26,174,200,8, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55208333 0.546875   0.48958333 0.46875    0.47894737],0.473354231974922,0.542319749216301,0.800125313283208,0.994807892004154,1,0.994780793319415,0.505882352941176,0.511904761904762,0.471184169031851,0.573099415204678,0.583333333333333,0.540011037527594,0.806079027355623,0.813496932515337,0.799834253709653
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.70833333 0.73958333 0.75       0.69791667],0.58125,0.5625,0.82125,0.987341772151899,0.975,0.9875,0.598802395209581,0.632911392405063,0.581887794967964,0.588235294117647,0.588235294117647,0.56078431372549,0.82367447595561,0.826732673267327,0.821194619461946
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svd,26,174,200,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.67226891 0.6092437  0.59243697 0.65966387 0.64830508],0.580555555555556,0.555555555555556,0.832809224318658,0.993231810490694,0.988215488215488,0.993265993265993,0.644705882352941,0.740540540540541,0.575984555984556,0.62085308056872,0.748571428571429,0.560772200772201,0.842779694430754,0.896226415094339,0.832809224318658
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200,4, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.6875     0.66666667 0.6875     0.73958333 0.72916667],0.48125,0.4875,0.76625,0.954356846473029,0.958333333333333,0.954166666666667,0.514619883040936,0.536585365853659,0.479831144465291,0.453333333333333,0.447368421052632,0.485588972431078,0.767123287671233,0.773869346733668,0.76628790719768
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.45138889 0.47916667 0.54861111 0.57042254],0.527196652719665,0.497907949790795,0.801003344481605,0.993006993006993,0.988857938718663,0.993036211699164,0.497777777777778,0.478632478632479,0.526201485217879,0.478260869565217,0.466101694915254,0.497513657374982,0.796581196581197,0.784511784511784,0.800893766010045
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdn,32,168,200, zones, low_bits_4_shifted_2, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.52083333 0.52816901 0.54929577 0.57746479],0.558823529411765,0.512605042016807,0.810084033613445,0.993006993006993,0.994397759103642,0.992997198879552,0.578313253012048,0.660550458715596,0.56670933788493,0.516666666666667,0.516666666666667,0.512570621468927,0.812292358803986,0.834470989761092,0.810447415410347
svm_model_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.62587413 0.60839161 0.6048951  0.62587413 0.61971831],0.608333333333333,0.5875,0.724318658280922,0.756756756756757,0.725490196078431,0.766806722689076,0.591304347826087,0.56198347107438,0.608722827974165,0.575107296137339,0.563025210084034,0.587297729008959,0.712882096069869,0.684486373165618,0.724318658280922
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.625      0.62937063 0.65384615 0.6048951  0.64335664],0.57563025210084,0.558823529411765,0.820230607966457,0.903994393833217,0.900837988826816,0.904329608938547,0.516746411483254,0.457627118644068,0.574646892655367,0.477611940298508,0.4,0.560169491525424,0.813282525857376,0.783018867924528,0.820230607966457
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.80208333 0.77083333 0.75       0.76595745 0.70212766],0.563291139240506,0.518987341772152,0.806818181818182,0.983050847457627,0.974789915966386,0.983193277310924,0.554838709677419,0.605633802816901,0.567184717500405,0.525,0.545454545454545,0.519640852974186,0.805590851334181,0.821243523316062,0.807173485795962
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200,10, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.6125     0.65833333 0.6302521  0.58823529 0.72268908],0.582633053221289,0.560224089635854,0.828616352201258,0.982308340353833,0.976549413735343,0.982412060301508,0.594005449591281,0.589189189189189,0.582385292269013,0.562674094707521,0.587209302325581,0.561172218730358,0.829064296915839,0.831236897274633,0.828616352201258
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.44444444 0.45833333 0.57638889 0.54861111 0.54166667],0.5375,0.570833333333333,0.819166666666667,0.995827538247566,0.994444444444444,0.995833333333333,0.54320987654321,0.545454545454545,0.537433155080214,0.538116591928251,0.530973451327434,0.568636331962929,0.816877637130802,0.814814814814815,0.819123579024569
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.71875    0.60416667 0.65625    0.67708333 0.67708333],0.575,0.625,0.815,0.958677685950413,0.966666666666667,0.958333333333333,0.630434782608696,0.794520547945205,0.592662572823177,0.680851063829787,0.8,0.625,0.827102803738318,0.900763358778626,0.816475045482679
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200,8, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.66145833 0.6        0.62631579 0.58421053 0.63684211],0.536277602523659,0.517350157728707,0.69672131147541,0.810867293625914,0.815126050420168,0.809873949579832,0.494845360824742,0.473684210526316,0.533811802232855,0.514285714285714,0.5,0.517741935483871,0.692258477287268,0.684810126582278,0.696676420075059
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200,4, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.61458333 0.6875     0.60638298 0.61702128 0.57446809],0.487341772151899,0.481012658227848,0.635443037974683,0.771480804387569,0.890295358649789,0.736286919831224,0.61244019138756,0.82051282051282,0.49150641025641,0.598039215686274,0.74390243902439,0.470635430038511,0.7,0.846347607052897,0.634369732279629
ensemble_model_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170,12, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74825175 0.74125874 0.73076923 0.75174825 0.77622378],0.635983263598326,0.644351464435146,0.851153039832285,0.920114122681883,0.902097902097902,0.921678321678322,0.623376623376623,0.605042016806723,0.635854341736695,0.618834080717489,0.575,0.644642857142857,0.84698275862069,0.823899371069182,0.851153039832285
ensemble_model_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200,8, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.453125   0.41666667 0.51041667 0.47368421 0.45789474],0.544025157232704,0.515723270440252,0.812185929648241,1,1,1,0.521452145214521,0.5,0.54375,0.472602739726027,0.46,0.512738095238095,0.807221147646679,0.796437659033079,0.811990541675348
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170,12, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6958042  0.63636364 0.64335664 0.65734266 0.66433566],0.552301255230126,0.598326359832636,0.876834381551363,0.977715877437326,0.981818181818182,0.977622377622378,0.599250936329588,0.683760683760684,0.554995095978703,0.619047619047619,0.639344262295082,0.597449908925319,0.879795396419437,0.90146750524109,0.876834381551363
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200,6, low_bits_5, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.67605634 0.68309859 0.6971831  0.64788732],0.563559322033898,0.605932203389831,0.741962774957699,0.844507845934379,0.833802816901408,0.846478873239437,0.550218340611354,0.547826086956522,0.563169241825368,0.617283950617284,0.609756097560976,0.6057630045327,0.73998294970162,0.731871838111299,0.741997039598943
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdne,32,168,200,6, low_bits_4_shifted_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.65277778 0.64583333 0.71527778 0.65492958],0.527196652719665,0.510460251046025,0.714046822742475,0.845730027548209,0.855153203342618,0.844011142061281,0.48868778280543,0.45,0.527521008403361,0.484581497797357,0.482456140350877,0.509228070175439,0.708688245315162,0.701517706576728,0.713942932890354
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.515625   0.5        0.49473684 0.5       ],0.487421383647799,0.509433962264151,0.79748427672956,0.99685204616999,0.9958071278826,0.996855345911949,0.516320474777448,0.527272727272727,0.485858585858586,0.506329113924051,0.5,0.509493670886076,0.799501867995019,0.800498753117207,0.797457498386015
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdn,40,130,170,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.54545455 0.53496503 0.55244755 0.57746479],0.466666666666667,0.470833333333333,0.866352201257862,1,1,1,0.452991452991453,0.456896551724138,0.466351501668521,0.477366255144033,0.467741935483871,0.470939933259177,0.866141732283465,0.864779874213837,0.866352201257862
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200,4, low_bits_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.55208333 0.73958333 0.69791667 0.63829787 0.63829787],0.588607594936709,0.639240506329114,0.845959595959596,1,1,1,0.636871508379888,0.74025974025974,0.592352092352092,0.701570680628272,0.797619047619048,0.628539253539254,0.855791962174941,0.907268170426065,0.845491591574356
svm_model_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200,10, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.67083333 0.64166667 0.65416667 0.63865546 0.67647059],0.609550561797753,0.581460674157303,0.710691823899371,0.769230769230769,0.735785953177258,0.779264214046823,0.617079889807163,0.586387434554974,0.611375535459305,0.557863501483679,0.56969696969697,0.580660003173092,0.700650759219089,0.677148846960168,0.710691823899371
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61888112 0.66083916 0.63636364 0.62237762 0.66083916],0.514644351464435,0.602510460251046,0.832809224318658,0.924263674614306,0.921678321678322,0.924475524475524,0.553846153846154,0.626086956521739,0.518688639551192,0.646840148698885,0.701612903225807,0.598632538569425,0.836828644501279,0.857442348008386,0.832809224318658
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.6875     0.69444444 0.65277778 0.67605634],0.589958158995816,0.523012552301255,0.67056856187291,0.714733542319749,0.635097493036212,0.746518105849582,0.537735849056604,0.463414634146341,0.593776282590412,0.441176470588235,0.365853658536585,0.527754415475189,0.626185958254269,0.545454545454545,0.672050453776342
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.59027778 0.64583333 0.59027778 0.61111111 0.61805556],0.616666666666667,0.541666666666667,0.735,0.835227272727273,0.816666666666667,0.838888888888889,0.640625,0.656,0.614956521739131,0.556451612903226,0.565573770491803,0.541261461517088,0.736754966887417,0.733113673805601,0.735022266919664
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200,10, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.60833333 0.64285714 0.68487395 0.66806723 0.6512605 ],0.536312849162011,0.494413407821229,0.690251572327044,0.788194444444444,0.761744966442953,0.795302013422819,0.522988505747126,0.554878048780488,0.537748302740759,0.519893899204244,0.505154639175258,0.493430978124214,0.685135855087906,0.674004192872117,0.690251572327044
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200,6, low_bits_3, svd,714,238,238,0.6,0.2,0.2, [0.68055556 0.55555556 0.59859155 0.55633803 0.5915493 ],0.521008403361345,0.533613445378151,0.808403361344538,0.995804195804196,0.997198879551821,0.995798319327731,0.5546875,0.62280701754386,0.525113186191285,0.590405904059041,0.661157024793388,0.531433213251395,0.816425120772947,0.856418918918919,0.808644242068155
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.47916667 0.53361345 0.52521008 0.53781513 0.50840336],0.519553072625698,0.56145251396648,0.612159329140461,0.659486329743165,0.667785234899329,0.655201342281879,0.535135135135135,0.603658536585366,0.526056072416394,0.600508905852417,0.608247422680412,0.557172491828011,0.624365482233503,0.644654088050314,0.612159329140461
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,474,158,158,0.6,0.2,0.2, [0.57291667 0.5625     0.55319149 0.59574468 0.60638298],0.563291139240506,0.544303797468354,0.816455696202532,0.991489361702127,0.983122362869198,0.991561181434599,0.596491228070176,0.653846153846154,0.564423076923077,0.581395348837209,0.632911392405063,0.544303797468354,0.821648216482165,0.847715736040609,0.816534635697072
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.6875     0.68309859 0.73943662 0.71830986],0.508403361344538,0.558823529411765,0.805042016806723,0.985915492957746,0.980392156862745,0.985994397759104,0.541176470588235,0.627272727272727,0.516761363636364,0.618181818181818,0.669291338582677,0.550861885507555,0.812903225806452,0.848484848484848,0.805114907463901
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdne,32,168,200,6, low_bits_4_shifted_2, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.65277778 0.63380282 0.66197183 0.62676056 0.69014085],0.535864978902954,0.556962025316456,0.799325463743676,0.96718972895863,0.952247191011236,0.967696629213483,0.56,0.546875,0.534905389908257,0.52914798206278,0.541284403669725,0.555798451834862,0.797274275979557,0.78920741989882,0.799325463743676
svm_model_N16_B184_E200_nb_zones_12_low_bits_2_svdn,16,184,200,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.48251748 0.51398601 0.49300699 0.50699301 0.55985915],0.4375,0.45,0.860062893081761,1,1,1,0.389140271493213,0.364406779661017,0.436301750486246,0.426086956521739,0.401639344262295,0.450819672131147,0.857903139968068,0.844863731656184,0.860062893081761
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200,8, low_bits_3, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.56770833 0.60416667 0.66145833 0.55729167 0.63157895],0.636363636363636,0.526645768025078,0.821428571428571,0.981012658227848,0.970772442588726,0.981210855949895,0.674157303370787,0.645161290322581,0.63461072034926,0.520634920634921,0.577464788732394,0.531670247473542,0.823965410747375,0.826517967781908,0.821370517477773
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55902778 0.6013986  0.56993007 0.61188811 0.59090909],0.550420168067227,0.554621848739496,0.843815513626834,0.940766550522648,0.942737430167598,0.940642458100559,0.54468085106383,0.551724137931034,0.550452232899943,0.554621848739496,0.540983606557377,0.554974561899378,0.843815513626834,0.843815513626834,0.843815513626834
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,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.675      0.62916667 0.65416667 0.66806723 0.66386555],0.584269662921348,0.556179775280899,0.791404612159329,0.92358803986711,0.929765886287626,0.923076923076923,0.628140703517588,0.686813186813187,0.58191234053303,0.590673575129534,0.655172413793103,0.558355437665782,0.799798792756539,0.833333333333333,0.791404612159329
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.65277778 0.72916667 0.66901408 0.69014085 0.67605634],0.508403361344538,0.533613445378151,0.794117647058823,0.976090014064697,0.971988795518207,0.976190476190476,0.526315789473684,0.541666666666667,0.508121468926554,0.546938775510204,0.52755905511811,0.534049797829325,0.796342477140482,0.793046357615894,0.794134100309654
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200,6, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.71527778 0.74305556 0.65972222 0.70138889 0.66666667],0.554166666666667,0.55,0.8025,0.96875,0.947222222222222,0.969444444444444,0.599250936329588,0.655737704918033,0.552445123645457,0.597014925373134,0.606060606060606,0.543771043771044,0.808716707021792,0.815960912052117,0.802178408244489
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.54166667 0.51041667 0.4375     0.54166667 0.45833333],0.475,0.4375,0.55625,0.618947368421053,0.6125,0.622916666666667,0.481481481481482,0.481481481481482,0.474917955930614,0.4375,0.448717948717949,0.437773608505316,0.554579673776663,0.553884711779449,0.556244101525635
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.65972222 0.67361111 0.63194444 0.66901408],0.635983263598326,0.493723849372385,0.788461538461538,0.936530324400564,0.924791086350975,0.937325905292479,0.683636363636364,0.776859504132231,0.634192463930523,0.546816479400749,0.623931623931624,0.496392041474009,0.797761790567546,0.835845896147404,0.788540644233969
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200, zones, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.45789474 0.47894737 0.56842105 0.52105263 0.5       ],0.541139240506329,0.45253164556962,0.79456384323641,0.992639327024185,0.993684210526316,0.992631578947368,0.553846153846154,0.545454545454545,0.540939193257074,0.454258675078864,0.496551724137931,0.455878201250252,0.795982423101067,0.807643312101911,0.794662308497631
svm_model_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200,8, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.61458333 0.57291667 0.65625    0.57894737 0.61578947],0.534591194968553,0.628930817610063,0.614949748743718,0.648429584599797,0.669456066945607,0.637029288702929,0.569767441860465,0.649006622516556,0.540072173533727,0.660919540229885,0.709876543209877,0.627374169040836,0.634901727218583,0.673830594184576,0.615317294595409
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.66386555 0.60084034 0.61764706 0.66806723 0.65677966],0.466666666666667,0.530555555555556,0.761530398322851,0.921666666666667,0.930976430976431,0.920875420875421,0.515151515151515,0.573033707865169,0.467835535251266,0.551724137931034,0.571428571428571,0.530096308186196,0.769386720729853,0.79559748427673,0.761530398322851
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.48611111 0.51388889 0.55594406 0.51048951 0.56993007],0.523206751054852,0.468354430379747,0.874737945492663,1,1,1,0.506550218340611,0.504347826086956,0.522665716322167,0.5,0.516393442622951,0.466892373485389,0.875195822454308,0.878406708595388,0.874737945492663
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.46503497 0.48951049 0.54895105 0.50699301 0.49295775],0.483333333333333,0.5125,0.873689727463312,1,1,1,0.460869565217391,0.449152542372881,0.482772992497916,0.489082969432314,0.459016393442623,0.513406501806057,0.872284048754637,0.862683438155136,0.873689727463312
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.71527778 0.72535211 0.71126761 0.70422535 0.66901408],0.637130801687764,0.50210970464135,0.800168634064081,0.953846153846154,0.957865168539326,0.953651685393258,0.699300699300699,0.763358778625954,0.622245427048826,0.542635658914729,0.598290598290598,0.503311965811966,0.811755361397935,0.846026490066225,0.799301904826927
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.69014085 0.76056338 0.76760563 0.71126761 0.71126761],0.483050847457627,0.546610169491525,0.768189509306261,0.936530324400564,0.935211267605634,0.936619718309859,0.508064516129032,0.525,0.482327586206897,0.599250936329588,0.645161290322581,0.54133064516129,0.776143790849673,0.792988313856427,0.767849216962519
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.6013986  0.60839161 0.6048951  0.55985915],0.591666666666667,0.6,0.888888888888889,0.987270155586987,0.977591036414566,0.987394957983193,0.675496688741722,0.816,0.581913043478261,0.657142857142857,0.8,0.608,0.893787575150301,0.935010482180294,0.888888888888889
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.44791667 0.58333333 0.5625     0.51041667 0.55208333],0.5375,0.59375,0.82625,1,1,1,0.51948051948052,0.506329113924051,0.537115174245976,0.610778443113772,0.607142857142857,0.593045112781955,0.826466916354557,0.821339950372208,0.82628710364958
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,708,236,236,0.6,0.2,0.2, [0.73239437 0.69014085 0.70422535 0.67605634 0.69285714],0.559322033898305,0.516949152542373,0.791525423728814,0.96056338028169,0.963276836158192,0.96045197740113,0.539823008849557,0.586538461538462,0.562208624708625,0.536585365853659,0.559322033898305,0.516949152542373,0.791878172588832,0.8125,0.792011589403974
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,720,240,240,0.6,0.2,0.2, [0.70833333 0.71527778 0.73611111 0.70138889 0.70138889],0.508333333333333,0.5375,0.788333333333333,0.965325936199723,0.966666666666667,0.965277777777778,0.601351351351351,0.760683760683761,0.514488221805295,0.607773851590106,0.677165354330709,0.528848163891018,0.804615384615385,0.865894039735099,0.78781279167963
ensemble_model_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200,10, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.70588235 0.68487395 0.6092437  0.68487395 0.64830508],0.605555555555555,0.672222222222222,0.808176100628931,0.911960132890366,0.924242424242424,0.910774410774411,0.596590909090909,0.61046511627907,0.605764473033152,0.689473684210526,0.696808510638298,0.6710786739238,0.81095041322314,0.822851153039832,0.808176100628931
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.48251748 0.57342657 0.51048951 0.52447552 0.5915493 ],0.504166666666667,0.5125,0.537211740041929,0.513167795334838,0.477591036414566,0.546918767507003,0.471111111111111,0.452991452991453,0.502918490723369,0.48,0.439024390243902,0.514383989993746,0.503653738055087,0.469601677148847,0.537211740041929
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.60416667 0.64583333 0.69444444 0.66197183],0.602510460251046,0.564853556485356,0.833612040133779,1,1,1,0.577777777777778,0.524193548387097,0.605575035063114,0.559322033898305,0.559322033898305,0.564784983891301,0.831212892281595,0.815307820299501,0.833704330317818
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.63541667 0.59375    0.48958333 0.5625    ],0.48125,0.475,0.79125,1,1,1,0.477987421383648,0.436781609195402,0.485514092268934,0.454545454545455,0.448717948717949,0.474358974358974,0.789407313997478,0.77283950617284,0.79148304422566
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.64583333 0.60416667 0.67368421 0.65263158 0.57894737],0.490566037735849,0.468553459119497,0.761006289308176,0.948583420776495,0.947589098532495,0.948637316561845,0.474025974025974,0.477124183006536,0.49007724301842,0.486322188449848,0.481927710843373,0.467937539632213,0.761006289308176,0.760050251256281,0.761007493386327
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.725      0.70588235 0.59663866 0.57983193],0.540616246498599,0.49859943977591,0.786163522012579,0.945054945054945,0.936348408710218,0.945561139028476,0.430555555555556,0.35632183908046,0.536084416807989,0.442367601246106,0.387978142076503,0.501460335406067,0.772321428571429,0.725366876310273,0.786163522012579
svm_model_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200,8, lab, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.78125    0.68229167 0.69270833 0.73157895 0.67894737],0.606918238993711,0.610062893081761,0.689070351758794,0.717241379310345,0.652719665271967,0.742677824267783,0.581939799331104,0.537037037037037,0.608262108262108,0.572413793103448,0.503030303030303,0.614260249554367,0.660726525017135,0.598757763975155,0.69010315136496
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.67708333 0.65625    0.57291667 0.54166667 0.59375   ],0.55625,0.6375,0.61,0.667876588021779,0.766666666666667,0.61875,0.616216216216216,0.670588235294118,0.548627450980392,0.650602409638554,0.683544303797468,0.638068448195031,0.65410199556541,0.73019801980198,0.608785878587859
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170, zones, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.73263889 0.74652778 0.71678322 0.74125874 0.73426573],0.637130801687764,0.645569620253165,0.85377358490566,0.922309337134711,0.902370990237099,0.923988842398884,0.601851851851852,0.541666666666667,0.638354700854701,0.584158415841584,0.504273504273504,0.643803418803419,0.846787479406919,0.808176100628931,0.85377358490566
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.61979167 0.56842105 0.55263158 0.6        0.6       ],0.561514195583596,0.583596214511041,0.819041614123581,0.982942430703625,0.968487394957983,0.983193277310924,0.572307692307692,0.577639751552795,0.561255773212295,0.5875,0.630872483221476,0.586269574944072,0.818698673404927,0.824427480916031,0.819088740458015
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.56338028 0.51408451 0.59859155 0.55633803 0.56338028],0.521186440677966,0.508474576271186,0.592216582064298,0.640113798008535,0.633802816901409,0.643661971830986,0.534979423868313,0.541666666666667,0.520833333333333,0.524590163934426,0.533333333333333,0.508045977011494,0.594957983193277,0.594957983193277,0.592197901307031
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200,8, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.63684211 0.64210526 0.68947368 0.64736842 0.66489362],0.541139240506329,0.560126582278481,0.698101265822785,0.801644398766701,0.822784810126582,0.796413502109705,0.613333333333333,0.732484076433121,0.542342667147378,0.608450704225352,0.701298701298701,0.563612313612314,0.719906048150323,0.780891719745223,0.698621960501542
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.53361345 0.53361345 0.52941176 0.47033898],0.458333333333333,0.497222222222222,0.80293501048218,1,1,1,0.465753424657534,0.477528089887641,0.45854426472404,0.50137741046832,0.5,0.497191011235955,0.803757828810021,0.807127882599581,0.80293501048218
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svd,32,168,200,8, low_bits_4_shifted_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.69791667 0.67708333 0.66315789 0.65789474],0.525157232704403,0.556603773584906,0.705402010050251,0.811902231668438,0.799163179916318,0.814853556485356,0.535384615384615,0.537037037037037,0.524928774928775,0.525252525252525,0.509803921568627,0.554901960784314,0.699936020473449,0.689785624211854,0.705343375309932
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.54166667 0.61805556 0.52777778 0.49305556 0.5625    ],0.520833333333333,0.475,0.56,0.58705035971223,0.566666666666667,0.601388888888889,0.51063829787234,0.48,0.522608695652174,0.447368421052631,0.428571428571429,0.474616292798111,0.544041450777202,0.521523178807947,0.560258233699275
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdn,26,174,200,10, low_bits_4_shifted_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.52521008 0.54201681 0.55882353 0.57142857 0.56722689],0.568245125348189,0.523676880222841,0.561320754716981,0.666666666666667,0.858823529411765,0.570588235294118,0.675052410901468,0.904494382022472,0.571031721397976,0.644490644490644,0.856353591160221,0.520873424793594,0.663990365315134,0.866876310272536,0.561320754716981
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69270833 0.66145833 0.72916667 0.63541667 0.68421053],0.532915360501567,0.561128526645768,0.679197994987469,0.739789964994166,0.661795407098121,0.767223382045929,0.568115942028985,0.586826347305389,0.530255278915853,0.559748427672956,0.559748427672956,0.561124213836478,0.663157894736842,0.626086956521739,0.679668004177431
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.66083916 0.62587413 0.64685315 0.66783217 0.64788732],0.5875,0.566666666666667,0.857966457023061,0.952180028129395,0.948179271708683,0.952380952380952,0.611764705882353,0.624,0.585913043478261,0.539823008849558,0.530434782608696,0.565217391304348,0.857593273778245,0.855345911949686,0.857966457023061
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200,4, low_bits_2, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.53125    0.56382979 0.55319149 0.54255319 0.54255319],0.598726114649682,0.554140127388535,0.830788804071247,1,1,1,0.56551724137931,0.554054054054054,0.596304135460762,0.5625,0.608108108108108,0.557066102246825,0.828828828828829,0.838541666666667,0.83096237562189
svm_model_N40_B160_E200_nb_zones_4_lab_svd,40,160,200,4, lab, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.71875    0.80208333 0.71276596 0.72340426],0.651898734177215,0.632911392405063,0.753787878787879,0.807511737089202,0.722689075630252,0.827731092436975,0.586466165413534,0.534246575342466,0.643593875906527,0.623376623376623,0.592592592592593,0.633958633958634,0.726507713884993,0.660714285714286,0.752857142857143
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.4789916  0.5        0.53781513 0.50423729],0.527777777777778,0.5,0.544025157232704,0.583333333333333,0.612794612794613,0.562289562289562,0.559585492227979,0.606741573033708,0.528645511791579,0.536082474226804,0.571428571428571,0.499197431781701,0.56973293768546,0.60377358490566,0.544025157232704
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_2_svdn,16,184,200,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.52777778 0.47916667 0.44055944 0.52097902 0.46853147],0.531645569620253,0.552742616033755,0.886268343815514,1,1,1,0.535564853556485,0.551724137931034,0.532060416072955,0.547008547008547,0.528925619834711,0.553255913365631,0.886208704771893,0.885744234800839,0.886268343815514
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdn,40,130,170,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.46153846 0.50699301 0.58391608 0.54195804 0.51760563],0.508333333333333,0.525,0.878406708595388,1,1,1,0.512396694214876,0.525423728813559,0.508613503751042,0.512820512820513,0.491803278688525,0.525562656293415,0.878151260504202,0.876310272536688,0.878406708595388
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.58333333 0.60416667 0.5625     0.57291667],0.49375,0.5125,0.79625,0.991666666666667,0.991666666666667,0.991666666666667,0.51497005988024,0.544303797468354,0.494374120956399,0.566666666666667,0.607142857142857,0.507518796992481,0.802902055622733,0.823821339950372,0.796041652342944
ensemble_model_N40_B160_E200_nb_zones_4_lab_svd,40,160,200,4, lab, svd,474,158,158,0.6,0.2,0.2, [0.80208333 0.76041667 0.75531915 0.75531915 0.73404255],0.613924050632911,0.658227848101266,0.845569620253164,0.985263157894737,0.987341772151899,0.985232067510548,0.601307189542484,0.582278481012658,0.613924050632911,0.653846153846154,0.662337662337662,0.658329324995992,0.844387755102041,0.842239185750636,0.845552842245595
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200,6, low_bits_4, svdn,714,238,238,0.6,0.2,0.2, [0.56944444 0.57638889 0.57042254 0.51408451 0.55633803],0.487394957983193,0.579831932773109,0.81344537815126,1,1,1,0.460176991150443,0.448275862068966,0.486433013001696,0.59016393442623,0.642857142857143,0.583333333333333,0.8125,0.822222222222222,0.813590449954086
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.53846154 0.55594406 0.52797203 0.57342657 0.55633803],0.558333333333333,0.533333333333333,0.565513626834382,0.593479707252162,0.624649859943978,0.572128851540616,0.601503759398496,0.666666666666667,0.558333333333333,0.578947368421053,0.641666666666667,0.533333333333333,0.592628992628993,0.632075471698113,0.565513626834382
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200, zones, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.69583333 0.71848739 0.65966387 0.71008403 0.68487395],0.578212290502793,0.550279329608938,0.791928721174004,0.928390901432182,0.924496644295302,0.928691275167785,0.581717451523546,0.58659217877095,0.578212290502793,0.566037735849057,0.58659217877095,0.550279329608938,0.793121417404898,0.79769392033543,0.791928721174004
ensemble_model_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.70833333 0.75520833 0.74479167 0.80729167 0.68421053],0.551724137931034,0.573667711598746,0.786967418546366,0.935312831389184,0.920668058455115,0.936325678496868,0.511945392491467,0.480769230769231,0.550200566304861,0.527777777777778,0.51006711409396,0.569739439399921,0.776902887139108,0.755102040816326,0.786418015482055
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200,6, low_bits_3, svdn,720,240,240,0.6,0.2,0.2, [0.5        0.52777778 0.53472222 0.5        0.5       ],0.541666666666667,0.520833333333333,0.8125,1,1,1,0.552845528455285,0.523076923076923,0.543356643356643,0.493392070484582,0.504504504504504,0.519694112717369,0.811399832355407,0.805324459234609,0.812511979199942
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200,10, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6375     0.57916667 0.6        0.55833333 0.57563025],0.597183098591549,0.569014084507042,0.616352201257862,0.610017889087656,0.569282136894825,0.636060100166945,0.606060606060606,0.628571428571429,0.597619047619048,0.587601078167116,0.605555555555555,0.568492063492063,0.60475161987041,0.587002096436059,0.616352201257862
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.6        0.56842105 0.55263158 0.63684211 0.61702128],0.563291139240506,0.522151898734177,0.796835443037975,0.966315789473684,0.968354430379747,0.966244725738397,0.58433734939759,0.580838323353293,0.562231242213559,0.53822629969419,0.553459119496855,0.521952489684733,0.800497203231821,0.805,0.796730769230769
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.58741259 0.57692308 0.56643357 0.56643357 0.63286713],0.535564853556485,0.581589958158996,0.842767295597484,0.937631394533987,0.935664335664336,0.937762237762238,0.561264822134387,0.596638655462185,0.535819327731092,0.565217391304348,0.541666666666667,0.581757703081232,0.842931937172775,0.843815513626834,0.842767295597484
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.64166667 0.60416667 0.63445378 0.65546218 0.57563025],0.53781512605042,0.557422969187675,0.80293501048218,0.955274261603376,0.948073701842546,0.955611390284757,0.540389972144847,0.515957446808511,0.539043812161652,0.586387434554974,0.662721893491124,0.562743925468966,0.804776739356178,0.812368972746331,0.80293501048218
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svd,40,160,200, zones, lab, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.71875    0.67708333 0.70833333 0.66666667 0.63829787],0.660377358490566,0.610062893081761,0.850502512562814,0.993710691823899,0.99163179916318,0.993723849372385,0.578125,0.5,0.65,0.5,0.455882352941176,0.590578539107951,0.83676268861454,0.800524934383202,0.848455238275938
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200,8, low_bits_5, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.73157895 0.72105263 0.74210526 0.69473684],0.522151898734177,0.503164556962025,0.781921618204804,0.960680127523911,0.951578947368421,0.961052631578947,0.535384615384615,0.58,0.524939759036145,0.544927536231884,0.5875,0.502083333333333,0.78584729981378,0.806369426751592,0.782105666951706
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svd,32,168,200,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.65625    0.609375   0.65625    0.68229167 0.67708333],0.590625,0.5375,0.800625,0.957081545064378,0.929166666666667,0.958333333333334,0.624641833810888,0.668711656441718,0.589132898284553,0.579545454545455,0.62962962962963,0.536333802156587,0.804654011022658,0.816149068322981,0.80052736435017
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200,8, low_bits_6, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67368421 0.68947368 0.63157895 0.60526316 0.58421053],0.588607594936709,0.591772151898734,0.81795195954488,0.969247083775186,0.962105263157895,0.969473684210526,0.572368421052632,0.54375,0.589182692307692,0.565656565656566,0.509090909090909,0.595605057194461,0.813471502590674,0.785,0.818331202046036
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200,6, low_bits_2, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.625      0.60416667 0.63888889 0.63380282],0.569037656903766,0.560669456066946,0.630434782608696,0.652818991097923,0.612813370473538,0.674094707520891,0.53393665158371,0.483606557377049,0.570863107748354,0.52914798206278,0.51304347826087,0.558941093969144,0.604651162790698,0.567114093959732,0.630223713646533
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,720,240,240,0.6,0.2,0.2, [0.53472222 0.53472222 0.52083333 0.5625     0.49305556],0.458333333333333,0.520833333333333,0.793333333333333,0.995839112343967,0.997222222222222,0.995833333333334,0.449152542372881,0.441666666666667,0.458333333333333,0.465116279069767,0.416666666666667,0.520833333333333,0.78839590443686,0.77,0.793333333333333
svm_model_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200,4, lab, svdn,480,160,160,0.6,0.2,0.2, [0.53125    0.5        0.55208333 0.53125    0.5       ],0.4375,0.5125,0.72625,0.895705521472392,0.9125,0.89375,0.476744186046512,0.539473684210526,0.442355889724311,0.541176470588235,0.541176470588235,0.510588235294118,0.736462093862816,0.763092269326683,0.726157663485397
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,714,238,238,0.6,0.2,0.2, [0.52777778 0.51388889 0.50704225 0.50704225 0.49295775],0.550420168067227,0.474789915966386,0.800840336134454,0.992987377279102,0.991596638655462,0.992997198879552,0.566801619433198,0.603448275862069,0.551724137931034,0.48559670781893,0.472,0.474938053097345,0.802992518703242,0.807692307692308,0.800805613305613
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.45378151 0.54201681 0.49579832 0.47457627],0.502777777777778,0.516666666666667,0.805555555555556,0.98471986417657,0.976430976430976,0.984848484848485,0.481159420289855,0.482558139534884,0.501917367639782,0.544502617801047,0.553191489361702,0.514967837704107,0.805249343832021,0.80398322851153,0.805555555555555
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.5        0.48263889 0.53125    0.55594406 0.5       ],0.521186440677966,0.546610169491525,0.878930817610063,0.992313067784766,0.988857938718663,0.992339832869081,0.502202643171806,0.513513513513513,0.520756756756757,0.54468085106383,0.512,0.548792792792793,0.87797147385103,0.871069182389937,0.878930817610063
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200, zones, lab, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.68947368 0.72105263 0.75263158 0.71578947],0.588607594936709,0.60126582278481,0.800884955752212,0.937960042060988,0.938947368421053,0.937894736842105,0.598765432098765,0.595092024539877,0.588395685472553,0.637931034482759,0.711538461538462,0.602644230769231,0.805914972273568,0.82367758186398,0.800798181794934
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdn,26,174,200,10, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.56666667 0.58333333 0.59166667 0.55882353 0.55462185],0.469101123595506,0.508426966292135,0.792976939203354,0.973481608212147,0.951505016722408,0.974080267558528,0.493297587131367,0.544378698224852,0.472724108470715,0.543080939947781,0.556149732620321,0.505885517197734,0.794805194805195,0.80188679245283,0.792976939203354
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.51041667 0.48958333 0.51388889 0.55902778 0.52097902],0.540425531914894,0.506382978723404,0.877882599580713,0.993745656706046,0.994436717663421,0.993741307371349,0.571428571428571,0.553846153846154,0.538827838827839,0.5,0.552380952380952,0.510805860805861,0.878835153406136,0.885744234800839,0.877882599580713
ensemble_model_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200,4, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.47916667 0.51041667 0.43617021 0.53191489],0.537974683544304,0.443037974683544,0.796717171717172,1,1,1,0.529032258064516,0.493975903614458,0.540321285140562,0.428571428571429,0.417721518987342,0.443037974683544,0.794904458598726,0.78,0.796887755102041
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.61805556 0.65277778 0.66901408 0.61267606 0.6056338 ],0.617647058823529,0.563025210084034,0.807563025210084,0.953296703296703,0.971988795518207,0.952380952380952,0.533333333333333,0.468468468468469,0.60824998226573,0.543859649122807,0.476923076923077,0.571794871794872,0.801042571676803,0.770903010033445,0.80774880231402
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200,6, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.72916667 0.72916667 0.73611111 0.64583333 0.77083333],0.491666666666667,0.425,0.658333333333333,0.793388429752066,0.8,0.791666666666667,0.5234375,0.563025210084034,0.492256406694909,0.473282442748092,0.512396694214876,0.424265573998194,0.670418006430868,0.695,0.658333333333333
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.67894737 0.66315789 0.62105263 0.71578947 0.62765957],0.518987341772152,0.620253164556962,0.793037974683544,0.941798941798942,0.938818565400844,0.941983122362869,0.568181818181818,0.671140939597315,0.527187236265724,0.675675675675676,0.722543352601156,0.609523424552326,0.803839232153569,0.841708542713568,0.79266549584658
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170,12, low_bits_4, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.53125    0.50694444 0.47569444 0.52797203 0.51748252],0.529661016949153,0.546610169491525,0.885744234800839,1,1,1,0.531645569620253,0.547826086956522,0.530111390585699,0.532751091703057,0.504132231404959,0.547718289615523,0.885383806519453,0.882599580712788,0.885744234800839
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.67605634 0.63380282 0.68309859 0.68309859 0.64084507],0.588983050847458,0.51271186440678,0.709813874788494,0.813124108416548,0.802816901408451,0.815492957746479,0.619607843137255,0.652892561983471,0.587315846209127,0.549019607843137,0.619469026548672,0.517051586445068,0.716763005780347,0.736842105263158,0.709905032395491
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,960,320,320,0.6,0.2,0.2, [0.71354167 0.69791667 0.72395833 0.71354167 0.69791667],0.55,0.509375,0.77625,0.940314136125654,0.935416666666667,0.940625,0.552795031055901,0.536144578313253,0.550539821624159,0.519877675840978,0.548387096774194,0.510557184750733,0.776807980049875,0.777777777777778,0.776248087887637
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200,10, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52083333 0.49583333 0.5        0.52521008 0.53781513],0.50561797752809,0.485955056179775,0.80398322851153,0.987613542526837,1,0.987458193979933,0.497142857142857,0.5,0.505494505494506,0.478632478632479,0.461538461538462,0.486516357206012,0.804393305439331,0.806079664570231,0.80398322851153
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200, zones, lab, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.52083333 0.54166667 0.4893617  0.5106383 ],0.518987341772152,0.525316455696203,0.809343434343434,1,1,1,0.493333333333333,0.468354430379747,0.518987341772152,0.496644295302013,0.45679012345679,0.527096360429694,0.80516129032258,0.78391959798995,0.809472489350305
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.63541667 0.64583333 0.68947368 0.56842105],0.50314465408805,0.569182389937107,0.782663316582914,0.946596858638744,0.94560669456067,0.946652719665272,0.401515151515152,0.337579617834395,0.50108794556316,0.483018867924528,0.4,0.570253164556962,0.766846361185984,0.715723270440251,0.78257932656266
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.61764706 0.6092437  0.63865546 0.58823529 0.70762712],0.558333333333333,0.511111111111111,0.789832285115304,0.94453781512605,0.946127946127946,0.944444444444444,0.54178674351585,0.522222222222222,0.558333333333333,0.463414634146341,0.422222222222222,0.511111111111111,0.784986595174263,0.767295597484277,0.789832285115304
svm_model_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6092437  0.60504202 0.55042017 0.62605042 0.58403361],0.604456824512535,0.629526462395543,0.613207547169811,0.551790900290416,0.478991596638655,0.610924369747899,0.547770700636943,0.452631578947369,0.613889753970726,0.546075085324232,0.473372781065089,0.620896916848334,0.55,0.472746331236897,0.613207547169811
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.61111111 0.55633803 0.62676056 0.54929577 0.57042254],0.506329113924051,0.578059071729958,0.809443507588533,0.987341772151899,0.985955056179775,0.987359550561798,0.526315789473684,0.524193548387097,0.505459606051956,0.572649572649573,0.598214285714286,0.579107142857143,0.810402684563758,0.815878378378378,0.809454340704341
svm_model_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200,4, lab, svdne,480,160,160,0.6,0.2,0.2, [0.73958333 0.76041667 0.6875     0.73958333 0.70833333],0.5875,0.56875,0.83125,1,1,1,0.616279069767442,0.670886075949367,0.58852945772777,0.596491228070176,0.6375,0.56875,0.835965978128797,0.862155388471178,0.831327070794192
svm_model_N26_B174_E200_nb_zones_12_lab_svd,26,174,200,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.71875    0.68055556 0.64685315 0.67132867 0.66083916],0.556962025316456,0.561181434599156,0.752620545073375,0.808169219547775,0.772663877266388,0.816596931659693,0.612546125461255,0.691666666666667,0.555235042735043,0.609022556390977,0.692307692307692,0.562820512820513,0.752620545073375,0.752620545073375,0.752620545073375
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200,6, low_bits_4, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.63888889 0.63194444 0.64583333 0.64788732 0.68309859],0.554621848739496,0.529411764705882,0.782718120805369,0.94151212553495,0.921787709497207,0.942737430167598,0.543103448275862,0.583333333333333,0.557051282051282,0.495495495495495,0.458333333333333,0.530014124293785,0.775757575757576,0.764505119453925,0.782417576228613
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.48333333 0.51666667 0.4625     0.57142857 0.43697479],0.508426966292135,0.519662921348315,0.566561844863732,0.487752928647497,0.382943143812709,0.597826086956522,0.363636363636364,0.28735632183908,0.50356827080965,0.387096774193548,0.296703296703297,0.524788429960844,0.446081714668453,0.349056603773585,0.566561844863732
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.65492958 0.55633803 0.63380282 0.59859155 0.64084507],0.584745762711864,0.567796610169492,0.791878172588832,0.935574229691877,0.940845070422535,0.935211267605634,0.614173228346457,0.634146341463415,0.582559896395424,0.604651162790698,0.702702702702703,0.575351351351351,0.799347471451876,0.831918505942275,0.792013215871644
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_2_svdn,16,184,200, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.49652778 0.46527778 0.47902098 0.53146853 0.45104895],0.49789029535865,0.531645569620253,0.870020964360587,0.987394957983193,0.98326359832636,0.98744769874477,0.471111111111111,0.464912280701754,0.4966837826273,0.546938775510204,0.544715447154471,0.531129653401797,0.869336143308746,0.864779874213837,0.870020964360587
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.54195804 0.50699301 0.47202797 0.45774648],0.545833333333333,0.4875,0.508909853249476,0.516129032258065,0.526610644257703,0.506302521008403,0.562248995983936,0.588235294117647,0.546183762761303,0.532319391634981,0.578512396694215,0.486735189943746,0.524123920771965,0.540880503144654,0.508909853249476
ensemble_model_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200,4, lab, svdne,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.76041667 0.74468085 0.77659574 0.68085106 0.75531915],0.54140127388535,0.560509554140127,0.816793893129771,0.993603411513859,0.98728813559322,0.99364406779661,0.576470588235294,0.583333333333333,0.53824200913242,0.576687116564417,0.566265060240964,0.560159557147509,0.820448877805486,0.816377171215881,0.816804773597497
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.62083333 0.64705882 0.6302521  0.61764706 0.6092437 ],0.622905027932961,0.603351955307263,0.621593291404612,0.610673665791776,0.585570469798658,0.626677852348993,0.632152588555858,0.630434782608696,0.622688655672164,0.591954022988506,0.591954022988506,0.603042228885557,0.611410118406889,0.59538784067086,0.621593291404612
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200,8, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.484375   0.5        0.5        0.53684211 0.53684211],0.512578616352201,0.471698113207547,0.542138364779874,0.58546571136131,0.59958071278826,0.575471698113208,0.495114006514658,0.475,0.512816455696203,0.475,0.466257668711656,0.471838511775183,0.546134663341646,0.5475,0.542104430379747
svm_model_N32_B168_E200_nb_zones_10_lab_svd,32,168,200,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.74583333 0.6625     0.74789916 0.67647059 0.68487395],0.574229691876751,0.602240896358543,0.69601677148847,0.746902654867257,0.706867671691792,0.760469011725293,0.506493506493507,0.469879518072289,0.567400492020438,0.603351955307262,0.565445026178011,0.605011669715511,0.67706013363029,0.637316561844864,0.69601677148847
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200,6, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.45833333 0.49305556 0.45070423 0.58450704 0.50704225],0.584033613445378,0.521008403361345,0.821008403361344,1,1,1,0.582278481012658,0.621621621621622,0.586401361991913,0.525,0.516393442622951,0.521127755794234,0.821158690176322,0.828813559322034,0.821073446327683
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.74305556 0.70833333 0.75694444 0.68055556 0.73611111],0.575,0.583333333333333,0.816666666666667,0.974789915966386,0.966666666666667,0.975,0.598425196850394,0.638655462184874,0.575526078199875,0.59016393442623,0.615384615384615,0.58411507191995,0.818481848184818,0.832214765100671,0.816769634205965
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdn,32,168,200,8, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.58854167 0.55729167 0.55729167 0.54166667 0.515625  ],0.525,0.5625,0.5575,0.636363636363636,0.758333333333333,0.566666666666667,0.577777777777778,0.693333333333333,0.534901960784314,0.619565217391304,0.670588235294118,0.555294117647059,0.621794871794872,0.7275,0.5575
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.60416667 0.55208333 0.51398601 0.54895105 0.51398601],0.569620253164557,0.506329113924051,0.883647798742138,0.9979035639413,0.99581589958159,0.997907949790795,0.595238095238095,0.614754098360656,0.568246614397719,0.497854077253219,0.504347826086956,0.506272273699216,0.884133611691023,0.887840670859539,0.883647798742138
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200, zones, lab, svdne,480,160,160,0.6,0.2,0.2, [0.83333333 0.76041667 0.69791667 0.83333333 0.80208333],0.575,0.675,0.8275,0.961206896551724,0.929166666666667,0.9625,0.534246575342466,0.464285714285714,0.580827067669173,0.628571428571429,0.536585365853659,0.678549093183239,0.816,0.753694581280788,0.828623940386587
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdn,26,174,200, zones, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.58333333 0.4789916  0.54201681 0.55042017],0.571428571428571,0.512605042016807,0.820754716981132,0.987489574645538,0.991624790619766,0.987437185929648,0.602597402597403,0.607329842931937,0.568725162429824,0.482142857142857,0.487951807228916,0.510991610420741,0.821875,0.827044025157233,0.820754716981132
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,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.54861111 0.52777778 0.48611111 0.48958333 0.53846154],0.480851063829787,0.536170212765957,0.870020964360587,0.988136775994417,0.984700973574409,0.98817802503477,0.469565217391304,0.435483870967742,0.483507701249637,0.478468899521531,0.450450450450451,0.531676838128451,0.867521367521367,0.851153039832285,0.870020964360587
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.6875     0.65972222 0.66666667 0.68309859 0.64084507],0.626050420168067,0.571428571428571,0.810402684563758,0.95049504950495,0.93854748603352,0.951117318435754,0.673992673992674,0.766666666666667,0.624858757062147,0.630434782608696,0.674418604651163,0.561979944527416,0.820063694267516,0.848434925864909,0.80968754840254
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200,8, low_bits_6, svdn,960,320,320,0.6,0.2,0.2, [0.609375   0.56770833 0.52604167 0.578125   0.50520833],0.528125,0.50625,0.55625,0.572038420490929,0.558333333333333,0.582291666666667,0.498338870431894,0.457317073170732,0.529940587867417,0.443661971830986,0.422818791946309,0.500883080183681,0.533508541392904,0.511979823455233,0.555865995990318
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.75174825 0.73776224 0.73776224 0.79020979 0.78521127],0.608333333333333,0.55,0.794549266247379,0.857571214392804,0.801120448179272,0.866946778711485,0.591304347826087,0.576271186440678,0.60780772436788,0.55,0.540983606557377,0.550152820227841,0.782705099778271,0.740041928721174,0.794549266247379
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.46666667 0.53333333 0.51260504 0.49579832 0.46638655],0.512605042016807,0.529411764705882,0.814465408805031,0.989966555183946,0.991624790619766,0.989949748743719,0.485207100591716,0.473988439306358,0.511450741392309,0.517241379310345,0.489130434782609,0.530692385021362,0.811902231668438,0.80083857442348,0.814465408805031
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.63865546 0.63865546 0.61344538 0.6512605  0.59322034],0.561111111111111,0.580555555555556,0.793501048218029,0.927163667523565,0.910774410774411,0.928451178451178,0.565934065934066,0.572222222222222,0.561111111111111,0.595174262734585,0.616666666666667,0.580555555555556,0.793067226890756,0.791404612159329,0.793501048218029
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.76736111 0.70486111 0.67482517 0.6958042  0.68531469],0.645569620253165,0.670886075949367,0.736897274633124,0.732283464566929,0.648535564853556,0.762900976290098,0.575757575757576,0.463414634146341,0.652759948652118,0.597938144329897,0.508771929824561,0.664955070603338,0.697954271961492,0.607966457023061,0.736897274633124
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200,6, low_bits_2, svdn,720,240,240,0.6,0.2,0.2, [0.54166667 0.47916667 0.54166667 0.47916667 0.52777778],0.570833333333333,0.466666666666667,0.8075,1,1,1,0.565400843881857,0.549180327868853,0.571200333425952,0.479674796747968,0.531531531531532,0.471192122354913,0.807980049875312,0.81956155143339,0.807639095321307
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55462185 0.58403361 0.63445378 0.57142857 0.55882353],0.587743732590529,0.607242339832869,0.831761006289308,0.972927241962775,0.966386554621849,0.973109243697479,0.588888888888889,0.61271676300578,0.588616446019019,0.631853785900783,0.650537634408602,0.60561563801355,0.833246753246753,0.840670859538784,0.831761006289308
svm_model_N40_B160_E200_nb_zones_6_lab_svd,40,160,200,6, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.64583333 0.73239437 0.72535211 0.76056338 0.6971831 ],0.654008438818565,0.662447257383966,0.722596964586846,0.764456981664316,0.76123595505618,0.765449438202247,0.630630630630631,0.583333333333333,0.65491452991453,0.646017699115044,0.629310344827586,0.661762610430322,0.715643906655143,0.699324324324324,0.722557785057785
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200,8, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.68421053 0.76842105 0.75263158 0.71052632 0.71808511],0.487341772151899,0.537974683544304,0.703164556962025,0.827438370846731,0.814345991561181,0.830168776371308,0.542372881355932,0.592592592592593,0.484607984607985,0.578034682080925,0.625,0.536858974358974,0.712798530312309,0.731155778894472,0.702950338426828
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6302521  0.60084034 0.6512605  0.68487395 0.69327731],0.506963788300836,0.534818941504178,0.817610062893082,0.996649916247906,1,0.996638655462185,0.495726495726496,0.472826086956522,0.507841614906832,0.529577464788732,0.537142857142857,0.534875776397515,0.816842105263158,0.813417190775681,0.817610062893082
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200,10, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5125     0.5        0.50416667 0.47058824 0.48739496],0.50561797752809,0.48314606741573,0.811320754716981,1,1,1,0.482352941176471,0.465909090909091,0.505176767676768,0.471264367816092,0.455555555555556,0.483459595959596,0.808917197452229,0.79874213836478,0.811320754716981
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200,8, low_bits_5, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.49479167 0.546875   0.48958333 0.47916667 0.52105263],0.536050156739812,0.523510971786834,0.81203007518797,1,1,1,0.51948051948052,0.551724137931034,0.53735632183908,0.560693641618497,0.577380952380952,0.520478555660675,0.813895781637717,0.828282828282828,0.81215136439017
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdn,32,168,200,8, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.609375   0.55208333 0.55263158 0.52631579 0.57368421],0.550314465408805,0.522012578616352,0.8,0.975453575240128,0.958071278825996,0.975890985324948,0.620689655172414,0.790540540540541,0.565858505564388,0.6,0.703703703703704,0.518518518518519,0.812278630460449,0.87420584498094,0.800739286126834
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200,8, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.6        0.58947368 0.7        0.66315789 0.63297872],0.572784810126582,0.531645569620253,0.8,0.965005302226935,0.959915611814346,0.965189873417721,0.606413994169096,0.63030303030303,0.570118402568734,0.579545454545455,0.621951219512195,0.528080872913992,0.807081807081807,0.823163138231631,0.799612457146704
ensemble_model_N26_B174_E200_nb_zones_12_lab_svd,26,174,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.67482517 0.67132867 0.71678322 0.62676056],0.583333333333333,0.583333333333333,0.875262054507338,0.972779369627507,0.950980392156863,0.973389355742297,0.6,0.6,0.582608695652174,0.596774193548387,0.643478260869565,0.585739130434783,0.874340021119324,0.867924528301887,0.875262054507338
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200,8, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.47395833 0.51041667 0.546875   0.5        0.52631579],0.498432601880878,0.520376175548589,0.803884711779448,1,1,1,0.473684210526316,0.455696202531646,0.49803443666955,0.459363957597173,0.416666666666667,0.518149284253579,0.797411003236246,0.776796973518285,0.803716045912318
ensemble_model_N40_B160_E200_nb_zones_6_lab_svd,40,160,200,6, lab, svd,714,238,238,0.6,0.2,0.2, [0.79861111 0.74305556 0.69014085 0.71126761 0.75352113],0.571428571428571,0.630252100840336,0.808403361344538,0.946327683615819,0.938375350140056,0.946778711484594,0.567796610169492,0.582608695652174,0.571792152704136,0.642276422764228,0.598484848484848,0.634148084619783,0.808403361344538,0.79635761589404,0.808588364261013
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdne,26,174,200,10, low_bits_4_shifted_2, svdne,1200,400,400,0.6,0.2,0.2, [0.63333333 0.58333333 0.6        0.60833333 0.67083333],0.567796610169492,0.522598870056497,0.659853249475891,0.729528535980149,0.735,0.7275,0.580821917808219,0.61271676300578,0.568789320729409,0.580645161290323,0.646408839779006,0.519736211797017,0.671724835609509,0.69601677148847,0.659853249475891
ensemble_model_N32_B168_E200_nb_zones_10_lab_svd,32,168,200,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.71666667 0.67226891 0.72268908 0.69327731],0.599439775910364,0.610644257703081,0.804507337526205,0.920800696257615,0.886097152428811,0.923785594639866,0.665105386416862,0.788888888888889,0.597834274952919,0.6426735218509,0.706214689265537,0.611440677966102,0.810178117048346,0.834381551362683,0.804507337526206
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.53472222 0.52083333 0.52777778 0.54225352],0.518828451882845,0.485355648535565,0.798494983277592,0.995827538247566,0.997214484679666,0.995821727019499,0.514767932489452,0.530434782608696,0.519249649368864,0.521400778210117,0.5234375,0.482439470720721,0.801319043693322,0.807308970099668,0.798435629830979
svm_model_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.65625    0.55555556 0.61188811 0.55244755 0.53846154],0.561181434599156,0.573839662447257,0.612159329140461,0.635806671204901,0.651324965132497,0.626917712691771,0.555555555555555,0.546218487394958,0.561244836917818,0.573839662447257,0.576271186440678,0.573849878934625,0.618556701030928,0.628930817610063,0.612159329140461
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.49652778 0.51736111 0.5        0.48601399 0.51398601],0.529661016949153,0.491525423728814,0.877358490566038,0.997915218902015,1,0.997910863509749,0.523605150214592,0.5,0.530701754385965,0.464285714285714,0.456140350877193,0.49036525740581,0.876582278481013,0.871069182389937,0.877358490566038
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200,10, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.68333333 0.64166667 0.65546218 0.59663866 0.60084034],0.565826330532213,0.532212885154062,0.665094339622642,0.738664468260511,0.750418760469012,0.734505862646566,0.609571788413098,0.64021164021164,0.561177248677249,0.549865229110512,0.607142857142857,0.536375661375661,0.677435638566381,0.70335429769392,0.665094339622641
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200,8, low_bits_4, svd,960,320,320,0.6,0.2,0.2, [0.66666667 0.703125   0.68229167 0.61458333 0.72916667],0.475,0.5,0.790625,0.992654774396642,0.985416666666667,0.992708333333333,0.5,0.545454545454545,0.477546549835706,0.558011049723757,0.619631901840491,0.49771404009222,0.797092671108419,0.825595984943538,0.790755651251346
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svd,40,160,200, zones, lab, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.78472222 0.73611111 0.73611111 0.75       0.73943662],0.623430962343096,0.573221757322176,0.822742474916388,0.971671388101983,0.955431754874652,0.972144846796657,0.653846153846154,0.702479338842975,0.622426110099454,0.578512396694215,0.603448275862069,0.57408186150827,0.824503311258278,0.835570469798658,0.822785234899329
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.59027778 0.61805556 0.62676056 0.58450704 0.52816901],0.571428571428571,0.567226890756302,0.826050420168067,0.997198879551821,0.997198879551821,0.997198879551821,0.581967213114754,0.581967213114754,0.57115602035048,0.538116591928251,0.521739130434783,0.565747613997879,0.824724809483488,0.81986531986532,0.826040042482996
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.53361345 0.60084034 0.58403361 0.54621849 0.60504202],0.607242339832869,0.590529247910864,0.819182389937107,0.95132365499573,0.936134453781513,0.952100840336134,0.613698630136986,0.622222222222222,0.607200496585971,0.608,0.636871508379888,0.590657976412166,0.819466248037677,0.820754716981132,0.819182389937107
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.54201681 0.55462185 0.52941176 0.50847458],0.513888888888889,0.497222222222222,0.553459119496855,0.59805510534846,0.621212121212121,0.582491582491582,0.543080939947781,0.581005586592179,0.514259699373437,0.522427440633245,0.546961325966851,0.496944350134263,0.57314629258517,0.59958071278826,0.553459119496855
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200,8, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.64583333 0.63020833 0.69473684 0.63684211 0.65789474],0.569182389937107,0.594339622641509,0.783647798742138,0.917021276595745,0.90356394129979,0.918238993710692,0.54485049833887,0.529032258064516,0.56819711062735,0.595611285266458,0.558823529411765,0.59697933227345,0.779487179487179,0.758104738154613,0.783874704102687
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,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.56770833 0.5625     0.51052632 0.54736842],0.522012578616352,0.537735849056604,0.804020100502513,0.986415882967607,0.98744769874477,0.986401673640167,0.544910179640719,0.598684210526316,0.525245719720989,0.56891495601173,0.613924050632911,0.538212025316456,0.808823529411765,0.83756345177665,0.804353865191807
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.51052632 0.51578947 0.55789474 0.50526316],0.44794952681388,0.482649842271293,0.78499369482976,0.997894736842105,0.995798319327731,0.997899159663866,0.461538461538462,0.46583850931677,0.447662844401975,0.4875,0.513157894736842,0.483851674641148,0.786206896551724,0.79467680608365,0.785042292627772
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.55594406 0.42657343 0.47902098 0.50699301 0.45774648],0.475,0.508333333333333,0.872117400419287,1,1,1,0.496,0.52991452991453,0.476339378778403,0.520325203252033,0.520325203252033,0.508025849489264,0.873180873180873,0.880503144654088,0.872117400419287
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdne,40,130,170,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.68531469 0.68881119 0.63986014 0.69366197],0.629166666666667,0.579166666666667,0.724842767295598,0.740511231603408,0.669467787114846,0.765406162464986,0.534031413612565,0.447368421052632,0.620509607351713,0.534562211981567,0.46031746031746,0.585421888053467,0.690994702766333,0.615303983228512,0.724842767295597
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6302521  0.63445378 0.64285714 0.69747899 0.63865546],0.543175487465181,0.504178272980501,0.795073375262054,0.958509737510584,0.951260504201681,0.958823529411765,0.561497326203208,0.589887640449438,0.543562604755106,0.538860103626943,0.574585635359116,0.503584952511019,0.798557444616177,0.812368972746331,0.795073375262054
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,948,316,316,0.6,0.2,0.2, [0.56842105 0.54210526 0.49473684 0.53684211 0.53723404],0.569620253164557,0.503164556962025,0.813291139240506,0.99789029535865,0.99789029535865,0.99789029535865,0.575,0.61744966442953,0.572197886106981,0.528528528528528,0.536585365853659,0.501845314505777,0.815740162398501,0.829733163913596,0.813353341099295
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.53146853 0.51048951 0.53496503 0.50699301 0.51048951],0.485355648535565,0.531380753138075,0.868972746331237,0.989473684210526,0.986013986013986,0.98951048951049,0.528735632183908,0.556451612903226,0.482573632538569,0.508771929824561,0.504347826086956,0.530399719495091,0.869383490073145,0.872117400419287,0.868972746331237
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50420168 0.49579832 0.44117647 0.48319328 0.48319328],0.49025069637883,0.493036211699164,0.805555555555556,0.994957983193277,0.994957983193277,0.994957983193277,0.472622478386167,0.485207100591716,0.48997197134849,0.513368983957219,0.505263157894737,0.49227654936157,0.805860805860806,0.807127882599581,0.805555555555555
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdne,26,174,200,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.65       0.6625     0.69747899 0.69327731 0.66386555],0.557422969187675,0.49859943977591,0.79979035639413,0.961505560307955,0.941373534338358,0.962311557788945,0.639269406392694,0.804597701149425,0.563501036367062,0.601336302895323,0.737704918032787,0.492415677407198,0.81420233463035,0.877358490566038,0.79979035639413
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170,12, low_bits_5, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.78472222 0.81597222 0.75694444 0.75       0.78671329],0.514893617021277,0.434042553191489,0.84853249475891,0.97029702970297,0.954102920723227,0.970792767732962,0.5,0.537735849056604,0.516929940032178,0.474308300395257,0.465116279069767,0.430671347082054,0.847493403693931,0.841719077568134,0.84853249475891
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200,6, low_bits_2, svdne,708,236,236,0.6,0.2,0.2, [0.56338028 0.6056338  0.5915493  0.57042254 0.62142857],0.559322033898305,0.610169491525424,0.833050847457627,0.998585572842999,0.997175141242938,0.998587570621469,0.59375,0.723809523809524,0.575645219920029,0.661764705882353,0.737704918032787,0.605694564279551,0.840485829959514,0.89328743545611,0.833955904706352
svm_model_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200,6, lab, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.48611111 0.49305556 0.54166667 0.55633803 0.54929577],0.525210084033613,0.558823529411765,0.543624161073825,0.47588424437299,0.41340782122905,0.544692737430168,0.426395939086294,0.347107438016529,0.528254573709119,0.472361809045226,0.394957983193277,0.558823529411765,0.465618860510805,0.396321070234114,0.544120131076653
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.74125874 0.74125874 0.77272727 0.71328671 0.77622378],0.589958158995816,0.581589958158996,0.862159329140461,0.953933380581148,0.941258741258741,0.954545454545454,0.59504132231405,0.590163934426229,0.58995376208491,0.545454545454545,0.512820512820513,0.580180748213535,0.859583555792846,0.843815513626834,0.862159329140461
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svd,32,168,200, zones, lab, svd,1194,398,398,0.6,0.2,0.2, [0.7125     0.73333333 0.72689076 0.69327731 0.71428571],0.605042016806723,0.596638655462185,0.781446540880503,0.88659793814433,0.864321608040201,0.889447236180904,0.53156146179402,0.446927374301676,0.60548615906095,0.513513513513513,0.426966292134831,0.596164710313226,0.76320272572402,0.70440251572327,0.781446540880503
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,954,318,318,0.6,0.2,0.2, [0.66666667 0.65625    0.65789474 0.68421053 0.70526316],0.569182389937107,0.547169811320755,0.793710691823899,0.950682056663169,0.949685534591195,0.950733752620545,0.614084507042253,0.630057803468208,0.563304763803069,0.568862275449102,0.633333333333333,0.551785714285714,0.800243605359318,0.82125,0.793536392405063
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200,8, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.61979167 0.65625    0.67368421 0.67894737 0.67368421],0.509433962264151,0.540880503144654,0.649685534591195,0.736297828335057,0.746331236897275,0.732704402515723,0.595854922279793,0.723270440251572,0.509433962264151,0.613756613756614,0.738853503184713,0.543339795070618,0.678220681686886,0.740226986128625,0.649912740241226
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdne,32,168,200,8, low_bits_4_shifted_2, svdne,960,320,320,0.6,0.2,0.2, [0.60416667 0.640625   0.65104167 0.625      0.61979167],0.559375,0.55625,0.670625,0.743157894736842,0.735416666666667,0.745833333333333,0.498220640569395,0.421686746987952,0.56473947739008,0.436507936507936,0.364238410596026,0.5460245307418,0.644639244774107,0.599749058971142,0.670360208190428
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,948,316,316,0.6,0.2,0.2, [0.62105263 0.60526316 0.55789474 0.56315789 0.62234043],0.563291139240506,0.582278481012658,0.789873417721519,0.934322033898305,0.930379746835443,0.934599156118144,0.560509554140127,0.533333333333333,0.564679911699779,0.541666666666667,0.537931034482759,0.578907037709216,0.785252263906856,0.774234693877551,0.789755537893549
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200,10, low_bits_5, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.61666667 0.6125     0.6125     0.59166667 0.63445378],0.566197183098592,0.571830985915493,0.820754716981132,0.969949916527546,0.969949916527546,0.969949916527546,0.483221476510067,0.413793103448276,0.563250142884359,0.512820512820513,0.441988950276243,0.57444275100019,0.810840707964602,0.768343815513627,0.820754716981132
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svd,26,174,200, zones, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67361111 0.67832168 0.70629371 0.6993007  0.61888112],0.592436974789916,0.546218487394958,0.822327044025157,0.907840440165062,0.921787709497207,0.906424581005587,0.681967213114754,0.77037037037037,0.564796835670622,0.6,0.786407766990291,0.574685364976627,0.832922621981271,0.885744234800839,0.822327044025157
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200,8, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.67708333 0.66315789 0.67368421 0.62105263 0.65789474],0.640378548895899,0.618296529968454,0.702395964691047,0.727898966704937,0.665966386554622,0.751050420168067,0.604166666666667,0.540372670807453,0.641981207198598,0.569395017793594,0.481927710843373,0.625069815686588,0.672222222222222,0.602739726027397,0.703668713588411
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.5625     0.5625     0.54929577 0.55633803 0.62676056],0.571428571428571,0.571428571428571,0.810924369747899,0.970380818053597,0.96358543417367,0.970588235294117,0.564102564102564,0.540983606557377,0.572215941209723,0.548672566371681,0.553571428571429,0.570436507936508,0.807527801539777,0.798646362098139,0.81084237971351
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.56643357 0.62587413 0.58741259 0.6048951  0.57746479],0.604166666666667,0.545833333333333,0.879454926624738,0.981638418079096,0.973389355742297,0.981792717086835,0.553990610328639,0.491666666666667,0.604166666666667,0.473429951690821,0.408333333333333,0.545833333333333,0.874727668845316,0.841719077568134,0.879454926624738
ensemble_model_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200,6, lab, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.50694444 0.45138889 0.47222222 0.52777778 0.45070423],0.497907949790795,0.489539748953975,0.797658862876254,1,1,1,0.45945945945946,0.432203389830509,0.497093430452444,0.478632478632479,0.451612903225806,0.491023842917251,0.793867120954003,0.775374376039933,0.797771221633412
svm_model_N26_B174_E200_nb_zones_10_low_bits_2_svdn,26,174,200,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.51260504 0.56722689 0.50420168 0.49579832],0.506963788300836,0.532033426183844,0.815513626834382,0.994132439228835,0.996638655462185,0.994117647058824,0.495726495726496,0.514792899408284,0.507396449704142,0.545945945945946,0.531578947368421,0.532061663033323,0.816091954022988,0.818658280922432,0.815513626834382
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.6875     0.66666667 0.68881119 0.79370629 0.64335664],0.548523206751055,0.540084388185654,0.825995807127883,0.917024320457797,0.894002789400279,0.919107391910739,0.610909090909091,0.65625,0.539134174311927,0.551440329218107,0.614678899082569,0.545620699541284,0.826722338204593,0.830188679245283,0.825995807127883
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200,10, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.49583333 0.47083333 0.51666667 0.5        0.50416667],0.528248587570621,0.525423728813559,0.824423480083857,1,1,1,0.498498498498498,0.5,0.526595744680851,0.505882352941176,0.457446808510638,0.529928223532427,0.821142552055526,0.806079664570231,0.824423480083857
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,1194,398,398,0.6,0.2,0.2, [0.65833333 0.70416667 0.67226891 0.62605042 0.66386555],0.535014005602241,0.526610644257703,0.788784067085954,0.943333333333333,0.948073701842546,0.943048576214405,0.578680203045685,0.606382978723404,0.531002140249276,0.556430446194226,0.627218934911243,0.5316945738386,0.795949367088608,0.823899371069182,0.788784067085954
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.6512605  0.65966387 0.67647059 0.66806723],0.543175487465181,0.562674094707521,0.667714884696017,0.750994431185362,0.79327731092437,0.736974789915966,0.526011560693642,0.538461538461538,0.542914979757085,0.579088471849866,0.568421052631579,0.562317035191529,0.67914979757085,0.70335429769392,0.667714884696017
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200,8, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.625      0.74479167 0.68229167 0.703125   0.7       ],0.536050156739812,0.529780564263323,0.789473684210526,0.960167714884696,0.95615866388309,0.960334029227557,0.52258064516129,0.5,0.536624203821656,0.522292993630573,0.476744186046512,0.534290460370195,0.787072243346008,0.763837638376384,0.789964796199686
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdne,32,168,200,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.66666667 0.69791667 0.72631579 0.65263158 0.66842105],0.594339622641509,0.575471698113208,0.821383647798742,0.978947368421053,0.974842767295598,0.979035639412998,0.577049180327869,0.57516339869281,0.593642305407011,0.597014925373134,0.609756097560976,0.574358568261007,0.821383647798742,0.822418136020151,0.82138494740706
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200,8, low_bits_4, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.55729167 0.52604167 0.5625     0.52604167 0.5       ],0.557993730407524,0.467084639498433,0.805137844611529,1,1,1,0.571428571428571,0.594936708860759,0.558337919647771,0.45859872611465,0.431137724550898,0.46885833595966,0.805746408494691,0.802238805970149,0.805159807025479
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.60763889 0.60416667 0.66666667 0.70833333 0.65034965],0.480851063829787,0.514893617021277,0.685010482180293,0.753211629479378,0.774687065368567,0.746175243393602,0.478632478632479,0.504504504504504,0.482090961929672,0.521008403361345,0.5,0.515765765765766,0.691952844695028,0.707547169811321,0.685010482180293
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200,8, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.67708333 0.609375   0.65104167 0.703125   0.65104167],0.55,0.559375,0.79875,0.962051282051282,0.977083333333333,0.961458333333333,0.52,0.553191489361702,0.550338761440628,0.549520766773163,0.540880503144654,0.559260127348724,0.797229219143577,0.811538461538461,0.79906191369606
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.46527778 0.45833333 0.55633803 0.52816901 0.51408451],0.474789915966386,0.516806722689076,0.798319327731092,1,1,1,0.463519313304721,0.406015037593985,0.483959899749373,0.51063829787234,0.504201680672269,0.516806722689076,0.796954314720812,0.773399014778325,0.798919817199834
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200,8, low_bits_3, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.484375   0.578125   0.48947368 0.51578947],0.509433962264151,0.544025157232704,0.567211055276382,0.50383631713555,0.412133891213389,0.594142259414226,0.395348837209302,0.329032258064516,0.50500692657827,0.468864468864469,0.4,0.544936708860759,0.475247524752475,0.39344262295082,0.566558608096186
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.64583333 0.60416667 0.56315789 0.53157895 0.61052632],0.622641509433962,0.556603773584906,0.594968553459119,0.610376398779247,0.628930817610063,0.59853249475891,0.68586387434555,0.770588235294118,0.61164546899841,0.60056657223796,0.701986754966887,0.563568227782845,0.625145518044237,0.672932330827068,0.594673236120605
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdne,40,130,170,12, low_bits_4_shifted_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.69097222 0.71180556 0.72222222 0.75       0.68531469],0.578723404255319,0.587234042553191,0.875262054507338,0.970833333333333,0.972183588317107,0.970792767732962,0.56,0.496062992125984,0.585994459025955,0.49740932642487,0.444444444444444,0.57655293088364,0.871905274488698,0.849056603773585,0.875262054507338
svm_model_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.52916667 0.5625     0.52941176 0.51680672 0.50420168],0.456582633053221,0.518207282913165,0.807651991614256,0.999163179916318,1,0.999162479061976,0.422619047619048,0.425149700598802,0.454680113457296,0.535135135135135,0.521052631578947,0.518011345729594,0.806943713834824,0.80398322851153,0.807651991614256
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,1188,396,396,0.6,0.2,0.2, [0.64705882 0.65966387 0.57563025 0.64705882 0.61864407],0.566666666666667,0.597222222222222,0.810796645702306,0.949664429530201,0.952861952861953,0.94949494949495,0.585106382978723,0.585106382978723,0.56580900544285,0.600550964187328,0.633720930232558,0.5987753587333,0.813050233039876,0.822851153039832,0.810796645702306
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.75       0.77083333 0.77972028 0.79370629 0.74125874],0.594936708860759,0.552742616033755,0.865303983228511,0.961075725406935,0.947001394700139,0.961645746164574,0.542857142857143,0.491379310344828,0.592797093188943,0.526785714285714,0.487603305785124,0.554146480478769,0.860855441256091,0.833333333333333,0.865303983228511
svm_model_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200,6, lab, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.71527778 0.72916667 0.75694444 0.72916667 0.73239437],0.631799163179916,0.581589958158996,0.696488294314381,0.785801713586291,0.894150417827298,0.756267409470752,0.717948717948718,0.949152542372881,0.635733295979829,0.666666666666667,0.8,0.571052631578947,0.745976207137859,0.885382059800664,0.695216282425585
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.45104895 0.43356643 0.5034965  0.41608392 0.44405594],0.543933054393305,0.497907949790795,0.877882599580713,0.997198879551821,0.995804195804196,0.997202797202797,0.519823788546255,0.551401869158878,0.544640328518833,0.487179487179487,0.431818181818182,0.505628717077315,0.876654314452091,0.867924528301887,0.877882599580713
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170,12, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66083916 0.66083916 0.63286713 0.65384615 0.62937063],0.493723849372385,0.539748953974895,0.666666666666667,0.709260588657574,0.690909090909091,0.716783216783217,0.592592592592593,0.778761061946903,0.50842815002107,0.635761589403974,0.761904761904762,0.526970080067425,0.680722891566265,0.710691823899371,0.666666666666667
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.73958333 0.73958333 0.77622378 0.75174825 0.8041958 ],0.49789029535865,0.548523206751055,0.85167714884696,0.959830866807611,0.94979079497908,0.960251046025105,0.461538461538462,0.432203389830509,0.497614299957271,0.524444444444444,0.495798319327731,0.548746617290984,0.848257372654155,0.829140461215933,0.85167714884696
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,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65263158 0.66315789 0.69473684 0.71052632 0.68421053],0.556962025316456,0.522151898734177,0.804045512010114,0.980021030494217,0.981052631578947,0.98,0.573170731707317,0.583850931677019,0.556441594870767,0.517571884984026,0.532894736842105,0.522544929396662,0.805276381909548,0.813451776649746,0.804081052052833
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.65625    0.65104167 0.60416667 0.640625   0.68947368],0.5141065830721,0.536050156739812,0.776315789473684,0.94327731092437,0.937369519832985,0.943632567849687,0.563380281690141,0.606060606060606,0.510822510822511,0.572254335260116,0.626582278481013,0.536893623712556,0.784029038112523,0.807980049875312,0.776156271789041
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.77083333 0.72916667 0.80851064 0.76595745 0.84042553],0.506329113924051,0.430379746835443,0.693670886075949,0.848979591836735,0.877637130801688,0.843881856540084,0.59375,0.703703703703704,0.501202501202501,0.53125,0.671052631578947,0.439184852374839,0.723112128146453,0.802030456852792,0.693944521355689
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67894737 0.65263158 0.69473684 0.66842105 0.67894737],0.585443037974684,0.563291139240506,0.802781289506953,0.954108858057631,0.941052631578947,0.954736842105263,0.620289855072464,0.685897435897436,0.586698717948718,0.605714285714286,0.63855421686747,0.559277108433735,0.808823529411765,0.82810539523212,0.802587729463194
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.55729167 0.50520833 0.48958333 0.5        0.54166667],0.56875,0.496875,0.813125,1,1,1,0.586826347305389,0.586826347305389,0.567922977574263,0.513595166163142,0.537974683544304,0.497382403500547,0.816,0.82360248447205,0.813059103871245
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200,4, low_bits_6, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.76041667 0.75       0.79166667 0.73958333 0.75531915],0.59748427672956,0.559748427672956,0.744974874371859,0.847682119205298,0.803347280334728,0.855648535564853,0.578947368421053,0.619718309859155,0.599631882202305,0.588235294117647,0.632911392405063,0.560205696202532,0.738064516129032,0.735218508997429,0.744759131648592
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200,8, low_bits_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.64583333 0.56315789 0.58947368 0.66315789 0.54736842],0.615141955835962,0.583596214511041,0.837326607818411,0.9957805907173,0.991596638655462,0.995798319327731,0.557971014492754,0.493589743589744,0.613254499124064,0.521739130434783,0.45859872611465,0.582424363057325,0.828,0.787072243346008,0.837074390179905
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.58741259 0.56293706 0.54895105 0.58741259 0.57394366],0.5125,0.616666666666667,0.839098532494759,0.931564245810056,0.934173669467787,0.931372549019608,0.484581497797357,0.474137931034483,0.511262513904338,0.634920634920635,0.645161290322581,0.615684093437152,0.839351125065411,0.840670859538784,0.839098532494759
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.62916667 0.62916667 0.62605042 0.62605042 0.59243697],0.546218487394958,0.504201680672269,0.79979035639413,0.963404255319149,0.948073701842546,0.963986599664992,0.571428571428571,0.593406593406593,0.545274725274725,0.504201680672269,0.514285714285714,0.504395604395604,0.8,0.80083857442348,0.79979035639413
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200,8, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.546875   0.578125   0.47368421 0.51052632 0.53684211],0.550314465408805,0.515723270440252,0.813207547169811,1,1,1,0.548895899053628,0.568627450980392,0.550980392156863,0.530487804878049,0.550632911392405,0.515941455696203,0.814258911819887,0.826142131979695,0.813320442548451
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.54583333 0.525      0.5125     0.4875     0.56722689],0.529577464788732,0.504225352112676,0.811844863731656,0.986688851913478,0.989983305509182,0.986644407345576,0.524216524216524,0.522727272727273,0.529520060944642,0.5,0.491620111731844,0.504332783138649,0.811548556430446,0.810272536687631,0.811844863731656
svm_model_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.55594406 0.47902098 0.48251748 0.52797203 0.51056338],0.5,0.4875,0.864255765199161,0.988919667590027,1,0.988795518207283,0.516129032258065,0.492307692307692,0.500699300699301,0.493827160493827,0.545454545454545,0.491958041958042,0.866149870801034,0.878406708595388,0.864255765199161
ensemble_model_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200,6, lab, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.75       0.72916667 0.77777778 0.75352113 0.79577465],0.571428571428571,0.609243697478992,0.812919463087248,0.96,0.93854748603352,0.960893854748603,0.544642857142857,0.516949152542373,0.570974576271186,0.586666666666667,0.545454545454545,0.61033411033411,0.8059181897302,0.775544388609715,0.812982278338471
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200,4, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.78125    0.86458333 0.80851064 0.90425532 0.79787234],0.607594936708861,0.639240506329114,0.843037974683544,0.989429175475687,0.987341772151899,0.989451476793249,0.655555555555556,0.686046511627907,0.599967700258398,0.662721893491124,0.682926829268293,0.637516046213094,0.849148418491484,0.861728395061728,0.842552509219176
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_2_svdn,26,174,200,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50420168 0.44537815 0.4789916  0.48739496 0.5       ],0.501392757660167,0.501392757660167,0.809748427672956,0.99581589958159,1,0.995798319327731,0.478134110787172,0.455555555555556,0.501520794537554,0.492917847025496,0.486033519553073,0.50135009310987,0.808038075092544,0.80083857442348,0.809748427672956
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200,4, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.70833333 0.65625    0.82978723 0.77659574 0.75531915],0.594936708860759,0.613924050632911,0.834177215189873,0.98728813559322,0.983122362869198,0.987341772151899,0.640449438202247,0.695121951219512,0.590982028241335,0.64327485380117,0.705128205128205,0.615064102564103,0.840438489646772,0.869017632241814,0.833999910268489
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svd,26,174,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.63286713 0.66783217 0.64685315 0.64685315 0.6584507 ],0.495833333333333,0.5125,0.676624737945493,0.732533521524347,0.726890756302521,0.734593837535014,0.563176895306859,0.666666666666667,0.5,0.592334494773519,0.691056910569106,0.507921617677715,0.688541140837961,0.714884696016772,0.676624737945493
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,474,158,158,0.6,0.2,0.2, [0.86458333 0.80208333 0.84042553 0.79787234 0.84042553],0.531645569620253,0.481012658227848,0.794936708860759,0.987234042553191,0.978902953586498,0.987341772151899,0.579545454545454,0.6375,0.530288461538462,0.539325842696629,0.666666666666667,0.496124031007752,0.803398058252427,0.850899742930591,0.79577406099148
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170,12, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66783217 0.71328671 0.70629371 0.70629371 0.68531469],0.531380753138075,0.606694560669456,0.868972746331237,0.968571428571429,0.948251748251748,0.969230769230769,0.597122302158273,0.691666666666667,0.530707282913165,0.624,0.65546218487395,0.606897759103641,0.870331950207469,0.879454926624738,0.868972746331237
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,474,158,158,0.6,0.2,0.2, [0.79166667 0.83333333 0.70212766 0.77659574 0.80851064],0.544303797468354,0.518987341772152,0.80506329113924,0.987179487179487,0.974683544303797,0.987341772151899,0.581395348837209,0.694444444444444,0.556524547803618,0.563218390804598,0.620253164556962,0.518987341772152,0.810810810810811,0.850515463917526,0.805854746884136
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200, zones, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.8028169  0.64084507 0.70422535 0.67605634 0.75352113],0.588983050847458,0.572033898305085,0.796954314720812,0.941011235955056,0.943661971830986,0.940845070422535,0.604081632653061,0.643478260869565,0.590334171757097,0.597609561752988,0.652173913043478,0.57402084081926,0.801324503311258,0.827350427350427,0.797259803289954
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200,12, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.67708333 0.60416667 0.63541667 0.65972222 0.62587413],0.561702127659575,0.642553191489362,0.893605870020964,0.988779803646564,0.980528511821975,0.988873435326843,0.511848341232227,0.47787610619469,0.558610184244886,0.628318584070796,0.581967213114754,0.644965907442333,0.891035963499732,0.870020964360587,0.893605870020964
ensemble_model_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200,10, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.49579832 0.49579832 0.47478992 0.49159664],0.525139664804469,0.480446927374302,0.813417190775681,1,1,1,0.557291666666667,0.575268817204301,0.52309952488122,0.468571428571429,0.476744186046512,0.480307576894224,0.815160955347871,0.822851153039832,0.813417190775681
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.58333333 0.59375    0.56382979 0.59574468 0.64893617],0.531645569620253,0.5,0.612658227848101,0.702912621359223,0.763713080168776,0.677215189873418,0.51948051948052,0.555555555555556,0.53359173126615,0.47682119205298,0.553846153846154,0.508105872622002,0.626829268292683,0.68716577540107,0.616419426162073
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.57368421 0.64736842 0.59473684 0.65789474 0.58421053],0.591772151898734,0.541139240506329,0.791403286978508,0.941176470588235,0.943157894736842,0.941052631578947,0.587859424920128,0.601307189542484,0.592064637716027,0.545454545454545,0.520958083832335,0.54235823654704,0.791666666666667,0.788679245283019,0.79141713217137
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.515625   0.44791667 0.5        0.5        0.51052632],0.452830188679245,0.522012578616352,0.791823899371069,0.994753410283316,0.993710691823899,0.99475890985325,0.491228070175439,0.497041420118343,0.449862991938366,0.515923566878981,0.512658227848101,0.521954113924051,0.794282162834058,0.794776119402985,0.791790095324902
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200,4, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.48958333 0.47916667 0.46875    0.47916667],0.56875,0.5125,0.81625,1,1,1,0.601156069364162,0.590909090909091,0.566287878787879,0.541176470588235,0.547619047619048,0.510651629072682,0.82138517618469,0.820388349514563,0.816122009808828
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200,12, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61111111 0.63986014 0.63286713 0.65384615 0.65034965],0.508403361344538,0.521008403361345,0.695492662473795,0.760601915184679,0.776536312849162,0.755586592178771,0.592334494773519,0.739130434782609,0.515906680805939,0.589928057553957,0.666666666666667,0.515942028985507,0.713369511593488,0.757861635220126,0.695492662473794
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200,10, low_bits_5, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65966387 0.63865546 0.65546218 0.6512605  0.64705882],0.573816155988858,0.559888579387187,0.713312368972746,0.802345058626466,0.805042016806723,0.801680672268908,0.596306068601583,0.624309392265193,0.573390651188777,0.575268817204301,0.601123595505618,0.560230306040102,0.718766066838046,0.732704402515723,0.713312368972746
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svd,32,168,200,10, low_bits_4_shifted_2, svd,1194,398,398,0.6,0.2,0.2, [0.64583333 0.675      0.65546218 0.63445378 0.62605042],0.509803921568627,0.579831932773109,0.818658280922432,0.982127659574468,0.966499162479062,0.982412060301507,0.567901234567901,0.68452380952381,0.519510582010582,0.641148325358852,0.708994708994709,0.571759259259259,0.826826826826827,0.865828092243187,0.818658280922432
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.48421053 0.50526316 0.56315789 0.51578947 0.53191489],0.455696202531646,0.550632911392405,0.794303797468354,0.988457502623295,0.993670886075949,0.988396624472574,0.478787878787879,0.484662576687117,0.454749588997153,0.561728395061728,0.572327044025157,0.550494732203661,0.797759800871188,0.805276381909548,0.794219823607835
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,1428,476,476,0.6,0.2,0.2, [0.68531469 0.74475524 0.76223776 0.73076923 0.74295775],0.5,0.491666666666667,0.844339622641509,0.961020552799433,0.949579831932773,0.961484593837535,0.627329192546584,0.795275590551181,0.481708591735768,0.590604026845638,0.778761061946903,0.507490767193924,0.853766617429837,0.908805031446541,0.844339622641509
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200,4, low_bits_5, svdn,474,158,158,0.6,0.2,0.2, [0.60416667 0.55208333 0.60638298 0.56382979 0.59574468],0.563291139240506,0.449367088607595,0.80253164556962,1,1,1,0.614525139664804,0.774647887323944,0.582726242512546,0.544502617801047,0.702702702702703,0.46444658944659,0.815165876777251,0.900523560209424,0.805653936967457
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.66806723 0.67226891 0.63445378 0.64285714 0.63559322],0.55,0.525,0.776205450733753,0.918965517241379,0.897306397306397,0.920875420875421,0.588832487309645,0.651685393258427,0.551117421903939,0.571428571428571,0.626373626373626,0.523860970490184,0.781362007168459,0.79979035639413,0.776205450733753
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200,4, low_bits_6, svdn,474,158,158,0.6,0.2,0.2, [0.52083333 0.52083333 0.61702128 0.5        0.56382979],0.462025316455696,0.487341772151899,0.789873417721519,1,1,1,0.519774011299435,0.547619047619048,0.456241956241956,0.542372881355932,0.558139534883721,0.480458656330749,0.79951690821256,0.813267813267813,0.78914043404905
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.69583333 0.625      0.65546218 0.65546218 0.6512605 ],0.53781512605042,0.557422969187675,0.785639412997903,0.929042904290429,0.943048576214405,0.927973199329983,0.575835475578406,0.647398843930636,0.541090726313144,0.606965174129353,0.663043478260869,0.554065091731591,0.795806290564154,0.835429769392034,0.785639412997904
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.61666667 0.62184874 0.6512605  0.59663866 0.62184874],0.603351955307263,0.583798882681564,0.639937106918239,0.653846153846154,0.62751677852349,0.667785234899329,0.553459119496855,0.480874316939891,0.606151444184231,0.56047197640118,0.542857142857143,0.582903981264637,0.618545252637424,0.583857442348008,0.639937106918239
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svd,40,160,200,4, low_bits_4_shifted_2, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.78125    0.80851064 0.71276596 0.71276596 0.74468085],0.471337579617834,0.477707006369427,0.72264631043257,0.884026258205689,0.85593220338983,0.88771186440678,0.556149732620321,0.666666666666667,0.472573839662447,0.581632653061224,0.686746987951807,0.464995115597525,0.740476190476191,0.783375314861461,0.722021847662093
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.48958333 0.45833333 0.53125    0.54255319 0.54255319],0.5,0.512658227848101,0.801767676767677,0.9979035639413,1,0.997899159663866,0.515337423312883,0.531645569620253,0.5,0.496732026143791,0.527777777777778,0.513888888888889,0.802017654476671,0.817480719794344,0.80204060803613
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.475      0.51680672 0.51680672 0.49159664],0.487394957983193,0.507002801120448,0.806079664570231,0.990825688073394,0.994974874371859,0.990787269681742,0.512,0.539325842696629,0.487540016320382,0.488372093023256,0.46927374301676,0.507108781620739,0.807090719499479,0.811320754716981,0.806079664570231
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.66433566 0.61188811 0.67832168 0.61971831],0.654166666666667,0.6125,0.698637316561845,0.713156002875629,0.694677871148459,0.720588235294118,0.67953667953668,0.745762711864407,0.655668241178105,0.649056603773585,0.704918032786885,0.610933592664629,0.699738903394256,0.70230607966457,0.698637316561845
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170,12, low_bits_3, svdne,1440,480,480,0.6,0.2,0.2, [0.625      0.69444444 0.68055556 0.72916667 0.69791667],0.47008547008547,0.551282051282051,0.806079664570231,0.902015288394719,0.901388888888889,0.902083333333334,0.47008547008547,0.474137931034483,0.470119812974868,0.567901234567901,0.584745762711864,0.550993571011105,0.806889352818372,0.810272536687631,0.80607966457023
svm_model_N40_B160_E200_nb_zones_8_lab_svd,40,160,200,8, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.6875     0.71354167 0.71354167 0.72395833 0.72631579],0.595611285266458,0.639498432601881,0.732456140350877,0.796440489432703,0.747390396659708,0.808977035490605,0.610271903323263,0.623456790123457,0.595167885507588,0.643962848297214,0.666666666666667,0.640081799591002,0.725048293625241,0.706398996235885,0.732423528155489
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.47916667 0.41666667 0.45833333 0.44791667 0.46808511],0.50314465408805,0.50314465408805,0.800251256281407,0.9979035639413,0.99581589958159,0.997907949790795,0.483660130718954,0.468354430379747,0.502927215189873,0.469798657718121,0.454545454545455,0.501662971175166,0.79589216944801,0.784810126582278,0.800135736607847
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200,8, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.63541667 0.61578947 0.61578947 0.68421053 0.63157895],0.536277602523659,0.501577287066246,0.645649432534678,0.713489409141583,0.672268907563025,0.730042016806723,0.553191489361702,0.627586206896552,0.543444266238974,0.538011695906433,0.601307189542484,0.504921887454169,0.641581632653061,0.649870801033592,0.645748208398569
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svd,40,160,200,4, low_bits_4_shifted_2, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.78125    0.79166667 0.73958333 0.78723404 0.75531915],0.487341772151899,0.455696202531646,0.777777777777778,0.981052631578947,0.978991596638655,0.98109243697479,0.584615384615385,0.826086956521739,0.525403028822667,0.556701030927835,0.613636363636364,0.43538961038961,0.796296296296296,0.870886075949367,0.778012307496094
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200,4, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.75       0.77083333 0.76041667 0.8125     0.78723404],0.566037735849057,0.509433962264151,0.771356783919598,0.926004228329809,0.916317991631799,0.926778242677824,0.488888888888889,0.5,0.556451612903226,0.5125,0.518987341772152,0.509493670886076,0.763020833333333,0.763020833333333,0.771073523462783
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.52604167 0.421875   0.53157895 0.51578947 0.5       ],0.525157232704403,0.5,0.532075471698113,0.588235294117647,0.649895178197065,0.545073375262055,0.56980056980057,0.632911392405063,0.525830696202532,0.54957507082153,0.595092024539877,0.497546012269939,0.57679180887372,0.635338345864662,0.531684324447482
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200,4, low_bits_6, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.66666667 0.66666667 0.70833333 0.75       0.78723404],0.547169811320755,0.578616352201258,0.668341708542714,0.722838137472284,0.682008368200837,0.738493723849372,0.566265060240964,0.55952380952381,0.546428571428571,0.578616352201258,0.63013698630137,0.582510353615801,0.65979381443299,0.646464646464646,0.668232323232323
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.57368421 0.71052632 0.62105263 0.64736842 0.64361702],0.563291139240506,0.537974683544304,0.70379746835443,0.800433839479393,0.778481012658228,0.805907172995781,0.543046357615894,0.506172839506173,0.564774731441398,0.516556291390729,0.503225806451613,0.537327188940092,0.693315858453473,0.668773704171934,0.703841858423103
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,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.67708333 0.73958333 0.63541667 0.71276596 0.68085106],0.512658227848101,0.487341772151899,0.799242424242424,0.997894736842105,0.995798319327731,0.997899159663866,0.554913294797688,0.564705882352941,0.508380338436745,0.547486033519553,0.550561797752809,0.478179449601042,0.807738814993954,0.810679611650485,0.798760858456821
ensemble_model_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.54895105 0.51048951 0.44405594 0.46830986],0.466666666666667,0.458333333333333,0.856918238993711,0.989384288747346,0.978991596638655,0.989495798319328,0.428571428571429,0.432432432432432,0.464278231720092,0.458333333333333,0.426356589147287,0.460926042321391,0.854555141182738,0.840670859538784,0.856918238993711
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200,4, low_bits_5, svdne,474,158,158,0.6,0.2,0.2, [0.6875     0.73958333 0.75531915 0.74468085 0.76595745],0.569620253164557,0.531645569620253,0.793670886075949,0.954446854663774,0.928270042194093,0.955696202531646,0.642105263157895,0.782051282051282,0.572275641025641,0.569767441860465,0.710144927536232,0.551701677251262,0.801944106925881,0.859375,0.79545104679803
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svd,26,174,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.69230769 0.63986014 0.73776224 0.62937063 0.66549296],0.5125,0.558333333333333,0.844339622641509,0.947960618846695,0.943977591036414,0.948179271708683,0.530120481927711,0.545454545454545,0.5122230710466,0.579365079365079,0.61344537815126,0.558788804778109,0.845553822152886,0.852201257861635,0.844339622641509
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200,4, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.8125     0.79166667 0.78125    0.82291667 0.78125   ],0.45625,0.575,0.7875,0.968287526427061,0.954166666666667,0.96875,0.438709677419355,0.441558441558442,0.455718979815365,0.552631578947368,0.51219512195122,0.57661038148843,0.782051282051282,0.764411027568922,0.787442421515134
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200, zones, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.48739496 0.50840336 0.55462185 0.5210084  0.51694915],0.430555555555556,0.508333333333333,0.79979035639413,1,1,1,0.464751958224543,0.489010989010989,0.429898752932461,0.509695290858726,0.51685393258427,0.508426966292135,0.802277432712215,0.812368972746331,0.79979035639413
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200,10, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.67647059 0.70168067 0.66806723 0.68067227 0.64830508],0.541666666666667,0.538888888888889,0.80293501048218,0.961636828644501,0.94949494949495,0.962121212121212,0.56,0.589887640449438,0.542196567477466,0.548913043478261,0.554945054945055,0.538708482528707,0.803757828810021,0.807127882599581,0.80293501048218
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svd,32,168,200,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.68487395 0.72268908 0.60504202 0.67647059 0.64830508],0.616666666666667,0.588888888888889,0.826519916142558,0.961767204757859,0.952861952861953,0.962121212121212,0.632978723404255,0.653846153846154,0.616248919619706,0.602150537634409,0.629213483146067,0.589332016298308,0.828051948051948,0.835429769392034,0.826519916142558
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdn,40,160,200,4, low_bits_4_shifted_2, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.61458333 0.52083333 0.60416667 0.55319149 0.61702128],0.537974683544304,0.537974683544304,0.570707070707071,0.624031007751938,0.676470588235294,0.592436974789916,0.546583850931677,0.571428571428571,0.538800705467372,0.582857142857143,0.68,0.544819277108434,0.60093896713615,0.656410256410256,0.571986222732491
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.72916667 0.72916667 0.76041667 0.76041667 0.75531915],0.440251572327044,0.421383647798742,0.753768844221106,0.968944099378882,0.97907949790795,0.968619246861925,0.47953216374269,0.569444444444444,0.451388888888889,0.51063829787234,0.607594936708861,0.42254746835443,0.767220902612827,0.828205128205128,0.755235569028673
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200,10, low_bits_6, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.65833333 0.67226891 0.63865546 0.70168067 0.65546218],0.541899441340782,0.541899441340782,0.790356394129979,0.939189189189189,0.932885906040268,0.939597315436242,0.551912568306011,0.570621468926554,0.542216811811343,0.568421052631579,0.596685082872928,0.541280394543809,0.792746113989637,0.80188679245283,0.790356394129979
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.74825175 0.70979021 0.75874126 0.74475524 0.74647887],0.441666666666667,0.475,0.832809224318658,0.958185683912119,0.946778711484594,0.958683473389356,0.468253968253968,0.491666666666667,0.441666666666667,0.487804878048781,0.5,0.475,0.832896804609743,0.833333333333333,0.832809224318658
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.60069444 0.65625    0.68181818 0.65034965 0.68181818],0.531645569620253,0.561181434599156,0.841194968553459,0.938461538461538,0.935843793584379,0.938633193863319,0.607773851590106,0.722689075630252,0.530836063238855,0.617647058823529,0.711864406779661,0.561814556331007,0.84735516372796,0.881551362683438,0.841194968553459
ensemble_model_N40_B160_E200_nb_zones_8_lab_svd,40,160,200,8, lab, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.67894737 0.75789474 0.75789474 0.75789474 0.75263158],0.623417721518987,0.636075949367089,0.844500632111252,0.987234042553191,0.976842105263158,0.987368421052632,0.585365853658537,0.56,0.620361445783133,0.643962848297214,0.608187134502924,0.638576325872152,0.841290322580645,0.819095477386935,0.844662242510261
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,480,160,160,0.6,0.2,0.2, [0.70833333 0.75       0.77083333 0.67708333 0.6875    ],0.50625,0.5625,0.80625,0.987394957983193,0.979166666666667,0.9875,0.558659217877095,0.588235294117647,0.50078431372549,0.588235294117647,0.657894736842105,0.567042606516291,0.812121212121212,0.835411471321696,0.80617691360571
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200,10, low_bits_3, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6125     0.65416667 0.675      0.57916667 0.61764706],0.523943661971831,0.56056338028169,0.774109014675052,0.90893470790378,0.88313856427379,0.911519198664441,0.523943661971831,0.528409090909091,0.523981081767395,0.541176470588235,0.513966480446927,0.560960512950736,0.768154922001076,0.748427672955975,0.774109014675052
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200,8, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.59375    0.671875   0.59473684 0.61052632 0.62105263],0.547169811320755,0.60062893081761,0.80503144654088,0.959247648902821,0.962264150943396,0.959119496855346,0.52317880794702,0.490683229813665,0.547889385607469,0.557491289198606,0.547945205479452,0.596647021344377,0.799482535575679,0.788265306122449,0.804802628247329
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.6048951  0.62587413 0.66783217 0.68531469 0.62323944],0.554166666666667,0.566666666666667,0.867400419287212,0.97054698457223,0.969187675070028,0.970588235294117,0.520179372197309,0.475409836065574,0.555501528202278,0.535714285714286,0.508474576271186,0.565712697971659,0.864922584089696,0.849056603773585,0.867400419287212
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdn,40,160,200,4, low_bits_4_shifted_2, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.61458333 0.59375    0.58333333 0.5625    ],0.46875,0.50625,0.795,1,1,1,0.502923976608187,0.614285714285714,0.484920634920635,0.50314465408805,0.493827160493827,0.50640725113299,0.797530864197531,0.826086956521739,0.795684065057936
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200,8, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.66842105 0.63684211 0.65789474 0.64210526 0.63297872],0.54746835443038,0.484177215189874,0.786708860759494,0.966844919786096,0.953586497890295,0.967299578059072,0.601671309192201,0.646706586826347,0.541474098782301,0.519174041297935,0.578947368421053,0.487644415917843,0.793631353337416,0.817150063051702,0.786592820598278
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200,8, low_bits_2, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.54166667 0.5        0.46354167 0.49473684 0.52631579],0.477987421383648,0.559748427672956,0.807788944723618,1,1,1,0.474683544303798,0.46875,0.478045886075949,0.554140127388535,0.537037037037037,0.560185185185185,0.807061790668348,0.8,0.807828282828283
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200,4, low_bits_4, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.77083333 0.72916667 0.72916667 0.72916667 0.73404255],0.540880503144654,0.553459119496855,0.819095477386935,1,1,1,0.573099415204678,0.6125,0.540427215189873,0.541935483870968,0.591549295774648,0.55713828425096,0.82089552238806,0.846153846153846,0.819628647214854
svm_model_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200,10, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6125     0.60084034 0.59243697 0.62605042 0.57563025],0.564245810055866,0.608938547486033,0.612159329140461,0.590405904059041,0.536912751677852,0.62751677852349,0.509433962264151,0.445054945054945,0.566277472527472,0.548387096774194,0.482954545454546,0.606861888111888,0.567757009345795,0.509433962264151,0.612159329140461
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.66783217 0.67132867 0.66433566 0.64335664 0.65140845],0.525,0.516666666666667,0.697589098532495,0.769435215946844,0.810924369747899,0.757002801120448,0.61744966442953,0.821428571428571,0.543526785714286,0.597222222222222,0.671875,0.505580357142857,0.724055475848876,0.793501048218029,0.697589098532495
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200,6, low_bits_5, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.77083333 0.68055556 0.74305556 0.70833333 0.76056338],0.552301255230126,0.535564853556485,0.698996655518395,0.785498489425982,0.724233983286908,0.802228412256267,0.599250936329588,0.634920634920635,0.547548813035539,0.568093385214008,0.646017699115044,0.54126281781149,0.6964586846543,0.690635451505017,0.698996655518395
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200,6, low_bits_6, svd,714,238,238,0.6,0.2,0.2, [0.70833333 0.75       0.71830986 0.77464789 0.74647887],0.491596638655462,0.567226890756302,0.721848739495798,0.849507735583685,0.84593837535014,0.850140056022409,0.529182879377432,0.53968253968254,0.48859126984127,0.602316602316602,0.661016949152542,0.568008474576271,0.730236348818256,0.745424292845258,0.721608581057603
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,480,160,160,0.6,0.2,0.2, [0.59375    0.58333333 0.59375    0.65625    0.60416667],0.48125,0.54375,0.80125,0.993762993762994,0.995833333333333,0.99375,0.502994011976048,0.6,0.494444444444444,0.592178770949721,0.623529411764706,0.53843137254902,0.807738814993954,0.845569620253164,0.801797155805595
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200,4, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.77659574 0.77659574 0.77659574 0.74468085 0.71276596],0.512820512820513,0.480769230769231,0.781329923273657,0.97008547008547,0.965957446808511,0.970212765957447,0.577777777777778,0.584269662921348,0.501090055341271,0.509090909090909,0.482758620689655,0.480509745127436,0.789667896678967,0.781021897810219,0.781346528419934
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdne,40,160,200,4, low_bits_4_shifted_2, svdne,480,160,160,0.6,0.2,0.2, [0.69791667 0.63541667 0.6875     0.71875    0.6875    ],0.5625,0.55625,0.70875,0.810699588477366,0.820833333333333,0.808333333333333,0.597701149425287,0.712328767123288,0.574555188159345,0.612021857923497,0.595744680851064,0.547872340425532,0.723606168446026,0.749385749385749,0.708026208026208
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.73157895 0.7        0.72105263 0.67894737 0.66489362],0.544303797468354,0.531645569620253,0.777848101265823,0.937033084311633,0.926160337552743,0.937763713080169,0.566265060240964,0.566265060240964,0.543132530120482,0.540372670807453,0.54375,0.531490384615385,0.779384035197989,0.775,0.777884615384615
svm_model_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200,10, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67647059 0.70168067 0.67647059 0.72268908 0.71008403],0.571030640668524,0.654596100278552,0.730083857442348,0.783561643835616,0.721008403361344,0.800840336134454,0.572222222222222,0.581920903954802,0.571180232197181,0.675392670157068,0.708791208791209,0.653830632644192,0.719651605879151,0.692872117400419,0.730083857442348
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svd,40,160,200, zones, lab, svd,948,316,316,0.6,0.2,0.2, [0.67368421 0.67368421 0.70526316 0.74736842 0.69148936],0.629746835443038,0.598101265822785,0.799367088607595,0.922751322751323,0.919831223628692,0.922995780590717,0.664756446991404,0.716049382716049,0.627505210838544,0.625368731563422,0.67515923566879,0.598585907142571,0.805878750765462,0.829760403530895,0.799251230990352
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,480,160,160,0.6,0.2,0.2, [0.60416667 0.66666667 0.69791667 0.65625    0.6875    ],0.55,0.61875,0.825,0.985263157894737,0.975,0.985416666666667,0.544303797468354,0.597222222222222,0.554292929292929,0.662983425414365,0.645161290322581,0.613625421280693,0.828009828009828,0.832098765432099,0.82491014220972
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200,6, low_bits_5, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.6971831  0.72535211 0.65492958 0.64788732 0.68309859],0.563559322033898,0.614406779661017,0.813874788494078,0.962857142857143,0.949295774647887,0.963380281690141,0.550218340611354,0.6,0.567175572519084,0.602620087336245,0.594827586206897,0.614080459770115,0.810017271157168,0.814236111111111,0.813883732123212
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.64685315 0.64685315 0.63286713 0.67253521],0.541666666666667,0.675,0.859014675052411,0.944860449285228,0.971988795518207,0.94327731092437,0.481132075471698,0.439655172413793,0.538375973303671,0.666666666666667,0.629032258064516,0.676585094549499,0.85953002610966,0.862683438155136,0.859014675052411
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63888889 0.61805556 0.61805556 0.61458333 0.62937063],0.587234042553191,0.553191489361702,0.825471698113208,0.909467864547339,0.915159944367177,0.908901251738526,0.613545816733068,0.636363636363636,0.585725677830941,0.588235294117647,0.657894736842105,0.55622009569378,0.829493087557604,0.849056603773585,0.825471698113208
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.59166667 0.61666667 0.6512605  0.62184874 0.63445378],0.585434173669468,0.57703081232493,0.818134171907757,0.959390862944162,0.949748743718593,0.959798994974874,0.496598639455782,0.453416149068323,0.573646850044366,0.564841498559078,0.5,0.585403726708075,0.809654415798135,0.773584905660377,0.818134171907757
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,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.6302521  0.63865546 0.62184874 0.61764706 0.6302521 ],0.576601671309192,0.537604456824513,0.80398322851153,0.952941176470588,0.952941176470588,0.952941176470588,0.604166666666667,0.644444444444444,0.5764121663563,0.587064676616915,0.659217877094972,0.537942271880819,0.810728744939271,0.839622641509434,0.80398322851153
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63684211 0.67894737 0.63684211 0.65789474 0.66842105],0.531645569620253,0.566455696202532,0.793299620733249,0.955974842767296,0.96,0.95578947368421,0.55421686746988,0.621621621621622,0.537001287001287,0.586102719033233,0.62987012987013,0.568021484688151,0.797773654916512,0.83011583011583,0.793939902635555
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200,6, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70138889 0.72916667 0.65972222 0.6875     0.68309859],0.589958158995816,0.640167364016736,0.817725752508361,0.951428571428571,0.927576601671309,0.952646239554318,0.558558558558558,0.543859649122807,0.587929824561404,0.658730158730159,0.633587786259542,0.640867967203845,0.814310051107325,0.791390728476821,0.817992661535708
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdne,40,160,200,4, low_bits_4_shifted_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.71276596 0.72340426 0.73404255 0.74468085 0.67021277],0.512820512820513,0.480769230769231,0.789002557544757,0.982758620689655,0.970212765957447,0.982978723404255,0.577777777777778,0.666666666666667,0.512820512820513,0.562162162162162,0.675324675324675,0.483231957915502,0.800965018094089,0.851282051282051,0.789161433804291
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.67647059 0.65966387 0.68067227 0.66806723],0.537604456824513,0.532033426183844,0.781446540880503,0.929481733220051,0.919327731092437,0.930252100840336,0.505952380952381,0.480225988700565,0.536816291053579,0.525423728813559,0.510989010989011,0.532330663686596,0.776647027316551,0.759958071278826,0.781446540880503
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.484375   0.52604167 0.58333333 0.55729167 0.48421053],0.476489028213166,0.492163009404389,0.791979949874687,0.996871741397289,0.997912317327766,0.996868475991649,0.46984126984127,0.451219512195122,0.477222659323367,0.512048192771084,0.55921052631579,0.495174125433344,0.793275217932752,0.80125786163522,0.792014698607872
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.51041667 0.47916667 0.47916667 0.52083333 0.625     ],0.5375,0.525,0.59125,0.628930817610063,0.625,0.63125,0.463768115942029,0.41025641025641,0.534396497811132,0.493333333333333,0.480519480519481,0.523392270380222,0.572549019607843,0.554430379746835,0.590795436786998
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.66666667 0.57983193 0.6302521  0.5210084  0.59663866],0.56145251396648,0.558659217877095,0.809224318658281,0.958719460825611,0.954697986577181,0.958892617449664,0.594315245478036,0.631868131868132,0.560252247752248,0.590673575129534,0.647727272727273,0.560127372627373,0.814285714285714,0.836477987421384,0.809224318658281
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,1428,476,476,0.6,0.2,0.2, [0.67482517 0.64335664 0.6958042  0.66433566 0.71126761],0.479166666666667,0.491666666666667,0.820230607966457,0.932584269662921,0.929971988795518,0.932773109243698,0.444444444444444,0.416666666666667,0.479166666666667,0.469565217391304,0.45,0.491666666666667,0.817456093666844,0.80503144654088,0.820230607966457
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200,4, low_bits_3, svd,474,158,158,0.6,0.2,0.2, [0.71875    0.69791667 0.72340426 0.62765957 0.65957447],0.525316455696203,0.525316455696203,0.743037974683544,0.887473460721868,0.881856540084388,0.888185654008439,0.528301886792453,0.575342465753425,0.528847703464948,0.53416149068323,0.518072289156626,0.52570281124498,0.743362831858407,0.748091603053435,0.743063433768531
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,474,158,158,0.6,0.2,0.2, [0.75       0.8125     0.76595745 0.81914894 0.75531915],0.531645569620253,0.550632911392405,0.811392405063291,0.991525423728814,0.987341772151899,0.991561181434599,0.506666666666667,0.542857142857143,0.532792207792208,0.523489932885906,0.506493506493506,0.54954304954305,0.80674448767834,0.809895833333333,0.811351857553366
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.51748252 0.53496503 0.48251748 0.53496503 0.49295775],0.5,0.533333333333333,0.870020964360587,0.988826815642458,0.991596638655462,0.988795518207283,0.51219512195122,0.496062992125984,0.500243885443523,0.508771929824561,0.513274336283186,0.532227719322695,0.869884575026233,0.868972746331237,0.870020964360587
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,714,238,238,0.6,0.2,0.2, [0.79166667 0.80555556 0.75352113 0.6971831  0.78873239],0.558823529411765,0.567226890756302,0.798319327731092,0.954415954415954,0.938375350140056,0.955182072829131,0.606741573033708,0.757009345794392,0.576977955339944,0.622710622710623,0.779816513761468,0.583706706493137,0.806763285024155,0.87434554973822,0.80103014926133
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.45833333 0.51041667 0.5        0.57291667 0.52083333],0.5,0.46875,0.79375,1,1,1,0.540229885057471,0.55952380952381,0.4968671679198,0.514285714285714,0.592105263157895,0.474624060150376,0.800965018094089,0.83,0.79375
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200,10, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.58403361 0.56302521 0.63445378 0.57142857 0.61764706],0.593314763231198,0.598885793871866,0.831236897274633,0.972972972972973,0.968067226890756,0.973109243697479,0.60752688172043,0.591623036649215,0.593430565943655,0.581395348837209,0.595238095238095,0.598666168037896,0.830526315789474,0.827044025157233,0.831236897274633
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.6875     0.67361111 0.65972222 0.70422535],0.577405857740586,0.610878661087866,0.80685618729097,0.94839609483961,0.947075208913649,0.948467966573816,0.603921568627451,0.592307692307692,0.575970359915314,0.600858369098712,0.573770491803279,0.611671570687964,0.808298755186722,0.797054009819967,0.807074013456992
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200,4, low_bits_3, svd,480,160,160,0.6,0.2,0.2, [0.75       0.64583333 0.6875     0.66666667 0.625     ],0.55625,0.4875,0.79625,0.979166666666667,0.979166666666667,0.979166666666666,0.553459119496855,0.530120481927711,0.557268033171648,0.506024096385542,0.477272727272727,0.488636363636364,0.797515527950311,0.781021897810219,0.796680614714878
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.65384615 0.67832168 0.6013986  0.64335664 0.64084507],0.520833333333333,0.591666666666667,0.854297693920335,0.954128440366972,0.946778711484594,0.954481792717087,0.514767932489451,0.488,0.522260869565217,0.570175438596491,0.565217391304348,0.590608695652174,0.852284803400637,0.840670859538784,0.854297693920335
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200,12, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.5        0.51388889 0.52083333 0.54166667 0.48951049],0.553191489361702,0.523404255319149,0.770440251572327,0.845778087927425,0.842837273991655,0.846314325452017,0.556962025316456,0.568965517241379,0.5533903216459,0.517241379310345,0.504201680672269,0.523652564474066,0.769716088328076,0.767295597484277,0.770440251572327
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.51041667 0.46875    0.46875    0.4893617  0.60638298],0.481012658227848,0.474683544303798,0.787878787878788,0.993684210526316,0.991596638655462,0.993697478991597,0.422535211267606,0.4,0.47710843373494,0.457516339869281,0.472972972972973,0.474581724581725,0.781818181818182,0.777777777777778,0.787654320987654
svm_model_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200,8, lab, svdn,948,316,316,0.6,0.2,0.2, [0.5        0.53684211 0.48421053 0.54736842 0.5212766 ],0.518987341772152,0.490506329113924,0.79620253164557,0.990516332982086,0.991561181434599,0.990506329113924,0.542168674698795,0.555555555555556,0.518037518037518,0.435087719298246,0.427586206896552,0.485722928009679,0.794380587484036,0.796414852752881,0.796204923247529
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svd,40,160,200,6, low_bits_4_shifted_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.73239437 0.73943662 0.73943662 0.8028169  0.77464789],0.546610169491525,0.597457627118644,0.702199661590525,0.786324786324786,0.777464788732394,0.788732394366197,0.605166051660517,0.666666666666667,0.541297935103245,0.627450980392157,0.683760683760684,0.598182862888745,0.713355048859935,0.736134453781513,0.701968419395015
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.69791667 0.62765957 0.63829787 0.69148936 0.65957447],0.560509554140127,0.490445859872611,0.788804071246819,0.963440860215054,0.949152542372881,0.963983050847458,0.554838709677419,0.614285714285714,0.56576354679803,0.540229885057471,0.594936708860759,0.489776046738072,0.790931989924433,0.815584415584416,0.78933834245555
ensemble_model_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200,10, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.71666667 0.69327731 0.71428571 0.71008403 0.70168067],0.628491620111732,0.650837988826816,0.820230607966457,0.927038626609442,0.906040268456376,0.928691275167785,0.588235294117647,0.533707865168539,0.627965043695381,0.617737003058104,0.561111111111111,0.651342072409488,0.811019283746556,0.771488469601677,0.820230607966457
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6048951  0.61538462 0.63286713 0.62937063 0.59090909],0.589958158995816,0.577405857740586,0.875262054507338,0.972360028348689,0.959440559440559,0.972727272727273,0.601626016260162,0.649122807017544,0.592561403508772,0.632727272727273,0.696,0.571684210526316,0.876811594202898,0.887840670859539,0.875262054507338
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200,8, low_bits_2, svdne,954,318,318,0.6,0.2,0.2, [0.55208333 0.59895833 0.57894737 0.58947368 0.58947368],0.556603773584906,0.537735849056604,0.715094339622641,0.829721362229102,0.842767295597484,0.827044025157233,0.574018126888218,0.650684931506849,0.563714558776681,0.547692307692308,0.577922077922078,0.538961038961039,0.721230769230769,0.754182754182754,0.715959765775264
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200,10, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.675      0.63333333 0.63445378 0.68487395 0.63865546],0.549019607843137,0.554621848739496,0.720649895178197,0.821757322175732,0.822445561139028,0.821608040201005,0.583979328165375,0.60427807486631,0.546256684491979,0.557103064066852,0.588235294117647,0.556149732620321,0.725399278722308,0.737945492662474,0.720649895178197
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200,6, low_bits_5, svdn,714,238,238,0.6,0.2,0.2, [0.50694444 0.55555556 0.48591549 0.51408451 0.47183099],0.504201680672269,0.491596638655462,0.542016806722689,0.632211538461538,0.736694677871149,0.571428571428571,0.569343065693431,0.735849056603773,0.527015437392796,0.569395017793594,0.655737704918033,0.487351611079706,0.607065609228551,0.71965811965812,0.544953026771209
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200,4, low_bits_4, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.77659574 0.68085106 0.74468085 0.72340426 0.74468085],0.538461538461538,0.583333333333333,0.717391304347826,0.822033898305085,0.825531914893617,0.821276595744681,0.586206896551724,0.662337662337662,0.540029590662502,0.652406417112299,0.726190476190476,0.571428571428571,0.73469387755102,0.772727272727273,0.716674517192652
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200,6, low_bits_6, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.51408451 0.57746479 0.54929577 0.54225352 0.52816901],0.516949152542373,0.538135593220339,0.581218274111675,0.636363636363636,0.670422535211268,0.616901408450704,0.568181818181818,0.625,0.515086206896552,0.585551330798479,0.641666666666667,0.536350574712644,0.611764705882353,0.65546218487395,0.580712353084334
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.58333333 0.58333333 0.51041667 0.5625     0.48958333],0.54375,0.55,0.57375,0.596707818930041,0.604166666666667,0.591666666666667,0.51006711409396,0.487179487179487,0.542370231394622,0.55,0.564102564102564,0.550343964978111,0.571069182389937,0.573232323232323,0.573744874487449
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200,10, low_bits_3, svd,1194,398,398,0.6,0.2,0.2, [0.65416667 0.62916667 0.60504202 0.63865546 0.57563025],0.582633053221289,0.591036414565826,0.609538784067086,0.63474025974026,0.654941373534338,0.623115577889447,0.563049853372434,0.530386740331492,0.583375188347564,0.54375,0.494318181818182,0.589700527373179,0.606444796619123,0.60167714884696,0.609538784067086
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdn,32,168,200,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.51666667 0.59166667 0.55882353 0.50420168 0.55042017],0.484593837535014,0.535014005602241,0.624213836477987,0.713505074160812,0.765494137353434,0.692629815745394,0.535353535353536,0.602272727272727,0.486219236564541,0.604761904761905,0.701657458563536,0.53264691109995,0.658082975679542,0.723270440251572,0.624213836477987
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200,10, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.54166667 0.52941176 0.52941176 0.50420168 0.55462185],0.483240223463687,0.505586592178771,0.522536687631027,0.536708860759494,0.533557046979866,0.539429530201342,0.521963824289406,0.561111111111111,0.482802746566791,0.551898734177215,0.612359550561798,0.506179775280899,0.53685815963396,0.553459119496855,0.522536687631027
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200,4, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.65625    0.72916667 0.78125    0.78125    0.77083333],0.55,0.58125,0.8025,0.959139784946236,0.929166666666667,0.960416666666667,0.52,0.475609756097561,0.551907442151345,0.583850931677019,0.580246913580247,0.581262697296453,0.79639175257732,0.766749379652605,0.802770155821265
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svd,40,160,200,6, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.73611111 0.80985915 0.66901408 0.76056338 0.72535211],0.514767932489452,0.552742616033755,0.8035413153457,0.982905982905983,0.969101123595506,0.98314606741573,0.538152610441767,0.577586206896552,0.516065830721003,0.601503759398496,0.645161290322581,0.54824436197545,0.808545603944125,0.825503355704698,0.803429643954044
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200,10, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.54583333 0.51666667 0.55042017 0.53781513 0.48739496],0.549019607843137,0.518207282913165,0.629979035639413,0.704203013481364,0.743718592964824,0.687604690117253,0.57742782152231,0.617977528089888,0.549212227732095,0.552083333333334,0.592178770949721,0.517999497834411,0.651530108588351,0.691823899371069,0.629979035639413
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200,4, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.40625    0.55208333 0.52083333 0.46875    0.58333333],0.49375,0.5,0.79875,1,1,1,0.531791907514451,0.567901234567901,0.492811376777622,0.529411764705882,0.517241379310345,0.498346717052433,0.804374240583232,0.811274509803921,0.798494397759104
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200,6, low_bits_5, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52083333 0.50694444 0.52777778 0.49305556 0.51408451],0.472803347280335,0.472803347280335,0.789297658862876,1,1,1,0.491935483870968,0.516949152542373,0.473350609329038,0.526315789473684,0.526315789473684,0.465988083416087,0.795454545454545,0.80327868852459,0.789011357914172
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,480,160,160,0.6,0.2,0.2, [0.76041667 0.85416667 0.8125     0.85416667 0.80208333],0.5125,0.59375,0.8025,0.968287526427061,0.954166666666667,0.96875,0.458333333333333,0.464788732394366,0.507675265073588,0.628571428571429,0.617977528089888,0.590678904890014,0.80050505050505,0.7925,0.8025
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.58741259 0.66433566 0.5979021  0.54225352],0.558333333333333,0.5625,0.653039832285115,0.70387393302692,0.750700280112045,0.684173669467787,0.629370629370629,0.743801652892562,0.556774776026113,0.631578947368421,0.756302521008403,0.564101673727342,0.683858643744031,0.750524109014675,0.653039832285115
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200,6, low_bits_6, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.53472222 0.54166667 0.49295775 0.59859155],0.53781512605042,0.5,0.807885906040268,1,1,1,0.525862068965517,0.544642857142857,0.538194444444444,0.493617021276596,0.504347826086956,0.500141392718275,0.806424344885883,0.815384615384615,0.808021796983906
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.55833333 0.60833333 0.57983193 0.53781513 0.57563025],0.585434173669468,0.610644257703081,0.825471698113208,0.961279461279461,0.95644891122278,0.961474036850921,0.597826086956522,0.575916230366492,0.586150886267583,0.558730158730159,0.530120481927711,0.60537437708951,0.822020309994655,0.806079664570231,0.825471698113208
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.6048951  0.66083916 0.65034965 0.6584507 ],0.575,0.5625,0.828092243186583,0.915087719298246,0.913165266106443,0.915266106442577,0.560344827586207,0.541666666666667,0.575,0.560669456066946,0.558333333333333,0.5625,0.827004219409283,0.821802935010482,0.828092243186583
ensemble_model_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200,8, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.51052632 0.45263158 0.51578947 0.51578947],0.509493670886076,0.515822784810127,0.805309734513274,1,1,1,0.481605351170569,0.461538461538462,0.508894230769231,0.48135593220339,0.43558282208589,0.518445005814187,0.800518134715026,0.778337531486146,0.805412420565408
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200,8, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.64210526 0.72631579 0.63157895 0.59473684 0.61578947],0.55379746835443,0.55379746835443,0.808470290771176,0.977917981072555,0.978947368421053,0.977894736842105,0.537704918032787,0.525641025641026,0.553445512820513,0.54071661237785,0.50920245398773,0.555254821765107,0.806142034548944,0.793450881612091,0.808527471262898
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,480,160,160,0.6,0.2,0.2, [0.59375    0.60416667 0.54166667 0.57291667 0.5       ],0.4375,0.525,0.79,0.995833333333333,0.995833333333333,0.995833333333333,0.4,0.384615384615385,0.436210131332083,0.479452054794521,0.448717948717949,0.523139462163852,0.783505154639175,0.767676767676768,0.78977897789779
svm_model_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63888889 0.6993007  0.6993007  0.66083916 0.64685315],0.647058823529412,0.521008403361345,0.664046121593291,0.71657069737684,0.782122905027933,0.690642458100559,0.706293706293706,0.827868852459016,0.642382702091577,0.606896551724138,0.758620689655172,0.526851328434144,0.700327255726975,0.785115303983228,0.664046121593291
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.78472222 0.72535211 0.73239437 0.78169014 0.75352113],0.540084388185654,0.464135021097046,0.774030354131535,0.954415954415954,0.941011235955056,0.955056179775281,0.547717842323651,0.589285714285714,0.542642857142857,0.414746543778802,0.441176470588235,0.461328976034858,0.768965517241379,0.782456140350877,0.774344953292322
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdn,26,174,200,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.6048951  0.54195804 0.55594406 0.55633803],0.5,0.558333333333333,0.560272536687631,0.669541778975741,0.869747899159664,0.570728291316527,0.617834394904459,0.836206896551724,0.510845383759733,0.676829268292683,0.895161290322581,0.546718576195773,0.663996796155386,0.868972746331237,0.560272536687631
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.69791667 0.65625    0.72916667 0.76041667 0.6875    ],0.56875,0.59375,0.775,0.90295358649789,0.891666666666667,0.904166666666667,0.638743455497382,0.726190476190476,0.56046365914787,0.610778443113772,0.586206896551724,0.594473311289561,0.783653846153846,0.793187347931873,0.774485704814266
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.64583333 0.69583333 0.65833333 0.72689076 0.65966387],0.676966292134831,0.575842696629213,0.812368972746331,0.923333333333333,0.926421404682274,0.923076923076923,0.683195592286501,0.716763005780347,0.678053634037714,0.607792207792208,0.639344262295082,0.574007391263148,0.816221765913758,0.833333333333333,0.812368972746331
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.65625    0.64583333 0.65957447 0.63829787 0.59574468],0.620253164556962,0.563291139240506,0.726582278481013,0.814498933901919,0.805907172995781,0.816455696202532,0.647058823529412,0.679012345679012,0.618726952060285,0.591715976331361,0.588235294117647,0.561240934730056,0.732673267326733,0.734491315136476,0.726418784183225
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200,6, low_bits_4, svd,708,236,236,0.6,0.2,0.2, [0.57042254 0.68309859 0.64084507 0.64788732 0.67857143],0.580508474576271,0.593220338983051,0.648305084745763,0.664634146341463,0.615819209039548,0.689265536723164,0.543778801843318,0.479674796747968,0.584970141736816,0.538461538461538,0.5,0.588709677419355,0.616096207215541,0.565365025466893,0.648164746235985
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.53472222 0.49295775 0.56338028 0.52816901 0.52816901],0.548523206751055,0.527426160337553,0.812816188870152,0.995792426367462,0.997191011235955,0.995786516853933,0.536796536796537,0.558558558558558,0.549120549120549,0.548387096774194,0.511278195488722,0.529677559282822,0.813758389261745,0.808333333333333,0.812869738339022
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.65966387 0.67647059 0.63865546 0.68907563 0.66806723],0.562674094707521,0.557103064066852,0.810796645702306,0.961439588688946,0.942857142857143,0.96218487394958,0.58575197889182,0.603260869565217,0.561630434782609,0.559556786703601,0.577142857142857,0.557593167701863,0.81069743051914,0.810272536687631,0.810796645702306
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,720,240,240,0.6,0.2,0.2, [0.48611111 0.52083333 0.54166667 0.47916667 0.47916667],0.466666666666667,0.55,0.799166666666667,0.99302649930265,0.988888888888889,0.993055555555556,0.46218487394958,0.44,0.467826086956522,0.538461538461538,0.4921875,0.554129464285714,0.7973086627418,0.773246329526917,0.79974071161184
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.625      0.5625     0.60416667 0.58333333 0.64583333],0.59375,0.575,0.83125,0.995833333333333,0.995833333333333,0.995833333333333,0.585987261146497,0.58974358974359,0.593652282676673,0.558441558441558,0.605633802816901,0.578097800284855,0.829329962073325,0.84318766066838,0.831569499433947
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200,4, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.65625    0.70833333 0.71276596 0.75531915 0.73404255],0.575949367088608,0.575949367088608,0.807594936708861,0.961702127659574,0.953586497890295,0.962025316455696,0.578616352201258,0.547619047619048,0.577863577863578,0.531468531468532,0.550724637681159,0.573115127829344,0.803108808290155,0.794871794871795,0.807435897435897
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.65546218 0.64705882 0.65966387 0.64285714 0.64830508],0.586111111111111,0.572222222222222,0.80398322851153,0.940386230058774,0.942760942760943,0.94023569023569,0.618925831202046,0.657608695652174,0.584486166007905,0.588235294117647,0.625,0.573369565217391,0.80879345603272,0.829140461215933,0.80398322851153
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.47916667 0.53496503 0.54195804 0.54545455 0.48951049],0.491596638655462,0.478991596638655,0.559748427672956,0.578910120311394,0.57122905027933,0.584497206703911,0.48068669527897,0.440944881889764,0.495247215719657,0.398058252427184,0.369369369369369,0.472086259487834,0.546436285097192,0.530398322851153,0.559748427672956
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdn,40,160,200,6, low_bits_4_shifted_2, svdn,720,240,240,0.6,0.2,0.2, [0.55555556 0.54861111 0.59027778 0.55555556 0.55555556],0.554166666666667,0.5625,0.578333333333333,0.651658767772512,0.763888888888889,0.591666666666667,0.63973063973064,0.76,0.545217391304348,0.639175257731959,0.75609756097561,0.557535959974984,0.646648044692737,0.761513157894737,0.57585793029872
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.5034965  0.51048951 0.50699301 0.47552448 0.45422535],0.495833333333333,0.525,0.868972746331237,0.989384288747346,0.978991596638655,0.989495798319328,0.497925311203319,0.476190476190476,0.4968671679198,0.508620689655172,0.517543859649123,0.524644945697577,0.867444326617179,0.857442348008386,0.868972746331237
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6048951  0.61888112 0.66433566 0.62587413 0.66433566],0.581589958158996,0.518828451882845,0.849056603773585,0.948699929725931,0.944055944055944,0.948951048951049,0.568965517241379,0.594594594594595,0.582453547297297,0.522821576763486,0.4921875,0.520868524774775,0.848101265822785,0.842767295597484,0.849056603773585
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdn,32,168,200,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.51260504 0.56302521 0.57563025 0.57563025 0.58898305],0.5,0.541666666666667,0.813941299790356,0.991539763113367,0.986531986531986,0.991582491582492,0.563106796116505,0.633879781420765,0.49773085116236,0.609929078014184,0.728813559322034,0.544734648513476,0.823996033713436,0.871069182389937,0.813941299790356
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.6875     0.57291667 0.60416667 0.625      0.65957447],0.528301886792453,0.566037735849057,0.815326633165829,0.993736951983299,0.99581589958159,0.993723849372385,0.509803921568627,0.481481481481482,0.529202279202279,0.576687116564417,0.528089887640449,0.571187800963082,0.815094339622642,0.792176039119804,0.815984660386775
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.578125   0.61979167 0.56770833 0.58947368],0.620689655172414,0.614420062695925,0.825814536340852,0.964360587002096,0.960334029227557,0.964509394572025,0.608414239482201,0.576687116564417,0.621676891615542,0.614420062695925,0.624203821656051,0.614571046630495,0.824273072060683,0.816020025031289,0.825826825564578
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200,6, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.63194444 0.71830986 0.69014085 0.66901408 0.6971831 ],0.624472573839662,0.616033755274262,0.737774030354132,0.816269284712483,0.817415730337079,0.816011235955056,0.650980392156863,0.691666666666667,0.623611111111111,0.616033755274261,0.61864406779661,0.616044722973935,0.741908713692946,0.752525252525252,0.737749112749113
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.525      0.51666667 0.4875     0.50416667 0.55042017],0.47887323943662,0.52112676056338,0.813941299790356,1,1,1,0.451038575667656,0.422222222222222,0.47968253968254,0.511494252873563,0.508571428571429,0.520952380952381,0.811471056824217,0.80083857442348,0.813941299790356
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200,6, low_bits_4, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.6875     0.70833333 0.77083333 0.73611111 0.6971831 ],0.552301255230126,0.556485355648536,0.789297658862876,0.945301542776999,0.938718662952646,0.945682451253482,0.540772532188841,0.533898305084746,0.552073119484522,0.579365079365079,0.5703125,0.55542652027027,0.789649415692821,0.781818181818182,0.789386248269497
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,474,158,158,0.6,0.2,0.2, [0.63541667 0.6875     0.60638298 0.64893617 0.65957447],0.563291139240506,0.487341772151899,0.791139240506329,0.968421052631579,0.970464135021097,0.968354430379747,0.61878453038674,0.691358024691358,0.559964726631393,0.552486187845304,0.632911392405063,0.487341772151899,0.802867383512545,0.846347607052897,0.79085828189795
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200,10, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.52941176 0.51680672 0.55042017 0.58823529 0.49152542],0.538888888888889,0.525,0.823375262054507,1,1,1,0.502994011976048,0.464088397790055,0.53930676872743,0.528925619834711,0.536312849162011,0.525062501929072,0.821220159151194,0.811320754716981,0.823375262054507
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200, zones, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.48421053 0.49473684 0.5        0.47368421 0.51052632],0.496835443037975,0.541139240506329,0.806573957016435,0.997894736842105,0.997894736842105,0.997894736842105,0.501567398119122,0.487804878048781,0.497191912708601,0.542586750788643,0.562091503267974,0.541781947953005,0.807061790668348,0.808080808080808,0.806572049610024
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200,6, low_bits_6, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.63888889 0.64583333 0.64583333 0.70138889 0.67605634],0.610878661087866,0.589958158995816,0.68561872909699,0.706814580031696,0.62116991643454,0.742339832869081,0.586666666666667,0.528,0.614877192982456,0.55045871559633,0.521739130434783,0.587482468443198,0.649906890130354,0.582637729549249,0.685791226583669
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200,4, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.46875    0.55208333 0.53125    0.51041667 0.52083333],0.53125,0.5,0.54375,0.567901234567901,0.575,0.5625,0.56140350877193,0.539325842696629,0.530226301630005,0.473684210526316,0.444444444444444,0.50070323488045,0.548825710754017,0.541463414634146,0.543808630393996
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdn,40,160,200,6, low_bits_4_shifted_2, svdn,708,236,236,0.6,0.2,0.2, [0.57042254 0.52112676 0.54929577 0.56338028 0.62142857],0.504237288135593,0.51271186440678,0.803389830508475,1,1,1,0.541176470588235,0.6,0.506611570247934,0.581818181818182,0.62992125984252,0.503034024416673,0.812600969305331,0.843959731543624,0.802973016456744
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200,6, low_bits_5, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.69444444 0.70422535 0.66197183 0.72535211],0.554621848739496,0.626050420168067,0.822689075630252,0.977272727272727,0.96358543417367,0.977591036414566,0.582677165354331,0.637931034482759,0.556670435274166,0.650980392156863,0.643410852713178,0.624457719934571,0.826051112943116,0.832225913621262,0.822575541844645
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200,6, low_bits_3, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.65277778 0.72535211 0.71830986 0.64788732 0.68309859],0.540084388185654,0.535864978902954,0.704890387858347,0.827404479578393,0.882022471910112,0.816011235955056,0.555102040816327,0.601769911504425,0.54282043962318,0.541666666666667,0.560344827586207,0.536370760900542,0.718649517684888,0.764102564102564,0.705678569904859
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60069444 0.6048951  0.6013986  0.61188811 0.62587413],0.5,0.529411764705882,0.868972746331237,0.986629134412386,0.979050279329609,0.986731843575419,0.446511627906977,0.406779661016949,0.499223163841808,0.45631067961165,0.391666666666667,0.530579096045198,0.864277958740499,0.834381551362683,0.868972746331237
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,714,238,238,0.6,0.2,0.2, [0.73611111 0.76388889 0.76760563 0.68309859 0.76056338],0.533613445378151,0.567226890756302,0.801680672268908,0.969101123595506,0.966386554621849,0.969187675070028,0.546938775510204,0.567796610169492,0.533898305084746,0.605363984674329,0.632,0.563787610619469,0.80623973727422,0.818333333333333,0.801539548022599
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200,6, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.6875     0.64788732 0.68309859 0.6971831 ],0.621848739495798,0.46218487394958,0.798319327731092,0.969613259668508,0.983193277310924,0.969187675070028,0.612068965517241,0.651376146788991,0.624137685797596,0.475409836065574,0.453125,0.462926136363636,0.8,0.808080808080808,0.798335706053827
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200,4, low_bits_2, svdn,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.55319149 0.46808511 0.43617021 0.5        0.54255319],0.467948717948718,0.519230769230769,0.797953964194373,1,1,1,0.411347517730497,0.386666666666667,0.464938271604938,0.516129032258065,0.563380281690141,0.522866611433306,0.793733681462141,0.797900262467192,0.797952624999182
ensemble_model_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200,12, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.64930556 0.63541667 0.6993007  0.63286713 0.67482517],0.628691983122363,0.69620253164557,0.840146750524109,0.897959183673469,0.889818688981869,0.898884239888424,0.636363636363636,0.68141592920354,0.631030545246931,0.729323308270677,0.782258064516129,0.692013988010277,0.841886988076724,0.851153039832285,0.840146750524109
svm_model_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61111111 0.54545455 0.63286713 0.58041958 0.60839161],0.563025210084034,0.626050420168067,0.629454926624738,0.629682997118156,0.610335195530726,0.641061452513966,0.547826086956522,0.529411764705882,0.563025210084034,0.614718614718615,0.596638655462185,0.626050420168067,0.61763115197404,0.59853249475891,0.629454926624738
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.71008403 0.6512605  0.66386555 0.68067227 0.62711864],0.566666666666667,0.566666666666667,0.80503144654088,0.948542024013722,0.930976430976431,0.94949494949495,0.580645161290323,0.617142857142857,0.568030888030888,0.585106382978724,0.594594594594595,0.565868725868726,0.80564263322884,0.808176100628931,0.80503144654088
svm_model_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200,8, lab, svdne,954,318,318,0.6,0.2,0.2, [0.73958333 0.6875     0.69473684 0.77894737 0.67894737],0.616352201257862,0.575471698113208,0.717610062893082,0.787139689578714,0.744234800838574,0.79874213836478,0.598684210526316,0.598684210526316,0.615607165504122,0.579439252336449,0.53448275862069,0.579741379310345,0.70595939751146,0.671232876712329,0.718081495535326
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,480,160,160,0.6,0.2,0.2, [0.5625     0.45833333 0.53125    0.53125    0.625     ],0.46875,0.4875,0.79,0.997912317327766,0.995833333333333,0.997916666666667,0.502923976608187,0.488636363636364,0.466540404040404,0.430555555555555,0.436619718309859,0.482354802975154,0.788413098236776,0.784461152882206,0.789986187413671
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,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.58333333 0.49295775 0.53521127 0.49295775 0.47887324],0.544303797468354,0.531645569620253,0.8035413153457,0.980281690140845,0.97752808988764,0.980337078651685,0.490566037735849,0.5,0.539473684210526,0.502242152466368,0.474576271186441,0.531405782652044,0.79650655021834,0.788927335640138,0.803180773083227
svm_model_N32_B168_E200_nb_zones_12_lab_svd,32,168,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.73076923 0.67482517 0.67482517 0.68181818 0.68309859],0.641666666666667,0.625,0.865303983228511,0.941261783901378,0.908963585434173,0.94327731092437,0.647540983606557,0.637096774193548,0.64182424916574,0.594594594594595,0.568965517241379,0.623192436040045,0.86070460704607,0.832285115303983,0.865303983228511
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.65       0.66666667 0.59166667 0.61344538],0.540845070422535,0.574647887323944,0.823899371069182,0.981387478849408,0.968280467445743,0.981636060100167,0.513432835820896,0.48314606741573,0.541008061956453,0.541033434650456,0.502824858757062,0.5744461372437,0.817984832069339,0.791404612159329,0.823899371069182
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.70833333 0.72916667 0.71527778 0.65972222 0.6971831 ],0.606694560669456,0.606694560669456,0.824414715719064,0.969444444444444,0.972144846796657,0.969359331476323,0.608333333333333,0.623931623931624,0.607047779178927,0.594827586206897,0.610619469026549,0.606897036100576,0.823825503355705,0.833616298811545,0.824551147758326
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdn,26,174,200,12, low_bits_4_shifted_2, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.54513889 0.47916667 0.57986111 0.54545455 0.50699301],0.584745762711864,0.572033898305085,0.882075471698113,0.981586402266289,0.965181058495821,0.981894150417827,0.62015503875969,0.666666666666667,0.583333333333333,0.580912863070539,0.603448275862069,0.572557471264368,0.882260596546311,0.883647798742138,0.882075471698113
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200,6, low_bits_3, svd,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.58333333 0.70833333 0.68055556 0.70422535],0.686192468619247,0.527196652719665,0.813545150501672,0.951185495118549,0.949860724233983,0.95125348189415,0.672489082969432,0.626016260162602,0.688008130081301,0.497777777777778,0.455284552845528,0.529366414353799,0.809564474807856,0.783471074380165,0.813901357833061
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.72535211 0.66901408 0.71830986 0.77464789 0.71830986],0.51271186440678,0.538135593220339,0.784263959390863,0.956399437412096,0.957746478873239,0.956338028169014,0.578754578754579,0.731481481481482,0.529803240740741,0.625429553264605,0.739837398373984,0.529210734585222,0.8,0.870307167235495,0.784985798382848
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200,6, low_bits_4, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.52816901 0.50704225 0.49295775 0.54929577 0.53521127],0.495762711864407,0.559322033898305,0.583756345177665,0.564019448946515,0.490140845070423,0.62112676056338,0.407960199004975,0.366071428571429,0.48948732718894,0.474747474747475,0.388429752066116,0.563780093424362,0.515748031496063,0.445578231292517,0.583058475915619
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.62916667 0.6625     0.62916667 0.61764706],0.538028169014084,0.594366197183099,0.705450733752621,0.781786941580756,0.759599332220367,0.787979966611018,0.536723163841808,0.47979797979798,0.545631473975423,0.552795031055901,0.56687898089172,0.591520298526668,0.694565217391304,0.669811320754717,0.70545073375262
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.58333333 0.6875     0.72916667 0.65625    0.65625   ],0.55,0.525,0.7225,0.853174603174603,0.895833333333333,0.845833333333333,0.571428571428571,0.64,0.555294117647059,0.627450980392157,0.680851063829787,0.491940683430045,0.746575342465753,0.799511002444988,0.720727368230167
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,1188,396,396,0.6,0.2,0.2, [0.53781513 0.5210084  0.47058824 0.55882353 0.55508475],0.511111111111111,0.488888888888889,0.805555555555556,0.990748528174937,0.991582491582492,0.990740740740741,0.541666666666667,0.574585635359116,0.510756504830396,0.48314606741573,0.480446927374302,0.488842248217538,0.807672369103162,0.816561844863732,0.805555555555555
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.475      0.48739496 0.53781513 0.51680672 0.56722689],0.505586592178771,0.516759776536313,0.810796645702306,0.990825688073394,0.996644295302013,0.990771812080537,0.489913544668588,0.482954545454546,0.505213536463536,0.523415977961432,0.521978021978022,0.516670829170829,0.810895756940807,0.811320754716981,0.810796645702306
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,1194,398,398,0.6,0.2,0.2, [0.55416667 0.54583333 0.56722689 0.55042017 0.55462185],0.487394957983193,0.523809523809524,0.814465408805031,0.999163179916318,1,0.999162479061976,0.509383378016086,0.521978021978022,0.486703296703297,0.505813953488372,0.497142857142857,0.523296703296703,0.814853556485356,0.816561844863732,0.814465408805031
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdne,40,160,200,6, low_bits_4_shifted_2, svdne,720,240,240,0.6,0.2,0.2, [0.63888889 0.65972222 0.64583333 0.625      0.63888889],0.566666666666667,0.6,0.706666666666667,0.782234957020057,0.758333333333333,0.788888888888889,0.555555555555555,0.570175438596491,0.566833751044277,0.578947368421053,0.611111111111111,0.601010101010101,0.696551724137931,0.694158075601374,0.706302338771561
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.61458333 0.55208333 0.61458333 0.58333333 0.625     ],0.58125,0.5375,0.82375,1,1,1,0.567741935483871,0.611111111111111,0.583964646464646,0.548780487804878,0.555555555555556,0.537271448663854,0.823529411764706,0.837150127226463,0.823980469018637
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200,12, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.47902098 0.51398601 0.50699301 0.45454545 0.54195804],0.502092050209205,0.493723849372385,0.866876310272536,0.990304709141274,1,0.99020979020979,0.506224066390042,0.480314960629921,0.503550337457818,0.466960352422907,0.473214285714286,0.492512654668166,0.867154811715481,0.868972746331237,0.866876310272536
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.45104895 0.52097902 0.46853147 0.48591549],0.491666666666667,0.533333333333333,0.870545073375262,0.990838618745596,0.984593837535014,0.990896358543417,0.469565217391304,0.453781512605042,0.491353566219876,0.486238532110092,0.43801652892562,0.534134314882978,0.867702196036422,0.849056603773585,0.870545073375262
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.50699301 0.5034965  0.48951049 0.48591549],0.479166666666667,0.5375,0.572327044025157,0.497400346620451,0.401960784313726,0.593837535014005,0.324324324324324,0.24,0.489565217391304,0.406417112299465,0.330434782608696,0.529217391304348,0.465268676277851,0.372117400419287,0.572327044025157
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.64084507 0.71126761 0.67605634 0.64084507 0.70422535],0.542372881355932,0.601694915254237,0.803722504230118,0.957142857142857,0.943661971830986,0.95774647887324,0.560975609756097,0.638888888888889,0.549913194444444,0.643939393939394,0.6640625,0.595920138888889,0.808264462809917,0.82741116751269,0.803722504230118
ensemble_model_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200,8, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72395833 0.72395833 0.75       0.64583333 0.75263158],0.639498432601881,0.64576802507837,0.793233082706767,0.891949152542373,0.878914405010438,0.893528183716075,0.625407166123779,0.568047337278107,0.644023668639053,0.619528619528619,0.567901234567901,0.647007942124715,0.786821705426356,0.751851851851852,0.793864857223636
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200,6, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.56944444 0.55555556 0.59027778 0.625      0.49295775],0.523012552301255,0.535564853556485,0.811872909698997,1,1,1,0.504347826086957,0.464,0.525859649122807,0.493150684931507,0.457627118644068,0.534598683288976,0.80719794344473,0.782392026578073,0.812071434164457
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.62765957 0.59574468 0.71276596 0.62765957 0.64893617],0.57051282051282,0.544871794871795,0.812020460358056,0.980972515856237,0.987234042553192,0.980851063829787,0.567741935483871,0.594594594594595,0.571687541199736,0.56969696969697,0.55952380952381,0.543650793650794,0.814627994955864,0.821882951653944,0.811969753461933
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200,8, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.71875    0.75520833 0.72916667 0.73157895],0.554858934169279,0.557993730407524,0.740601503759399,0.859893048128342,0.839248434237996,0.863256784968685,0.544871794871795,0.566666666666667,0.555522682445759,0.566153846153846,0.560975609756098,0.557907159716758,0.736641221374046,0.730138713745271,0.740536355627306
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200,8, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.70833333 0.72916667 0.65104167 0.63157895],0.523510971786834,0.579937304075235,0.719924812030075,0.82091212458287,0.77035490605428,0.831941544885177,0.58695652173913,0.666666666666667,0.521231422505308,0.621468926553672,0.700636942675159,0.581799952819061,0.724244293645898,0.735588972431078,0.719924812030075
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdne,40,160,200,6, low_bits_4_shifted_2, svdne,714,238,238,0.6,0.2,0.2, [0.72916667 0.72916667 0.73943662 0.76760563 0.72535211],0.525210084033613,0.504201680672269,0.803361344537815,0.995792426367462,0.994397759103642,0.995798319327731,0.563706563706564,0.598360655737705,0.523318258903335,0.549618320610687,0.590163934426229,0.501978518937253,0.810372771474878,0.831946755407654,0.803070151897375
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.58333333 0.53333333 0.55462185 0.49579832 0.53781513],0.523809523809524,0.532212885154062,0.557651991614256,0.56480686695279,0.55108877721943,0.575376884422111,0.45859872611465,0.436363636363636,0.517660984848485,0.48297213622291,0.40625,0.542518939393939,0.531631520532741,0.5020964360587,0.557651991614256
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200, zones, lab, svdne,1434,478,478,0.6,0.2,0.2, [0.64930556 0.65972222 0.68881119 0.61888112 0.62587413],0.666666666666667,0.658227848101266,0.835953878406709,0.892329345531316,0.884239888423989,0.893305439330544,0.639269406392694,0.573770491803279,0.669493941553813,0.623255813953488,0.582608695652174,0.656058446186743,0.831266846361186,0.808176100628931,0.835953878406709
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.61458333 0.61538462 0.60839161 0.60839161 0.57692308],0.579831932773109,0.588235294117647,0.848008385744235,0.934936350777935,0.923184357541899,0.935754189944134,0.609375,0.666666666666667,0.581267217630854,0.642335766423358,0.727272727272727,0.585858585858586,0.85082304526749,0.866876310272536,0.848008385744235
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52083333 0.48611111 0.59722222 0.57638889 0.54225352],0.485355648535565,0.472803347280335,0.630434782608696,0.73006993006993,0.727019498607242,0.731197771587744,0.481012658227848,0.471074380165289,0.485537190082645,0.470588235294118,0.474576271186441,0.472825325675865,0.628571428571429,0.625418060200669,0.630434782608696
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.63541667 0.5625     0.6013986  0.6013986  0.6013986 ],0.578059071729958,0.552742616033755,0.869496855345912,0.96995108315863,0.967921896792189,0.970013947001394,0.537037037037037,0.5,0.576446280991736,0.526785714285714,0.487603305785124,0.554146480478769,0.866916087653661,0.850104821802935,0.869496855345912
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.50694444 0.52777778 0.54166667 0.54929577],0.502092050209205,0.514644351464435,0.795150501672241,0.986111111111111,0.988857938718663,0.986072423398329,0.489270386266094,0.483050847457627,0.50185600224121,0.532258064516129,0.536585365853659,0.513982338099243,0.796003330557868,0.796666666666667,0.795145413870246
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200,10, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.5125     0.47916667 0.56722689 0.54621849 0.5       ],0.568627450980392,0.540616246498599,0.577044025157233,0.609112709832134,0.638190954773869,0.590452261306533,0.56,0.56,0.568461538461538,0.549450549450549,0.549450549450549,0.54043956043956,0.589312977099237,0.606918238993711,0.577044025157233
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdne,32,168,200,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.68333333 0.6875     0.67647059 0.71008403 0.71848739],0.512605042016807,0.492997198879552,0.679245283018868,0.783487784330244,0.778894472361809,0.784757118927973,0.565,0.597883597883598,0.507275132275132,0.512129380053908,0.56547619047619,0.49702380952381,0.687436159346272,0.705450733752621,0.679245283018868
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200,6, low_bits_2, svd,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.58450704 0.54929577 0.61971831 0.61267606 0.57746479],0.495762711864407,0.521186440677966,0.712351945854484,0.863979848866499,0.966197183098592,0.847887323943662,0.614886731391586,0.826086956521739,0.50395256916996,0.627062706270627,0.84070796460177,0.534175120512267,0.758179231863442,0.914236706689537,0.715048236483333
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200,10, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.625      0.59166667 0.60416667 0.65       0.60084034],0.585915492957746,0.611267605633803,0.815513626834382,0.945126945126945,0.963272120200334,0.944073455759599,0.590529247910864,0.605714285714286,0.586190476190476,0.612359550561798,0.605555555555555,0.611349206349206,0.818181818181818,0.830188679245283,0.815513626834382
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200,10, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.66666667 0.61666667 0.675      0.71428571 0.72689076],0.5,0.519662921348315,0.713836477987421,0.830025884383089,0.804347826086956,0.835284280936455,0.463855421686747,0.432584269662921,0.5,0.523676880222841,0.528089887640449,0.519662921348315,0.704864864864865,0.683438155136268,0.713836477987421
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.71875    0.75520833 0.75520833 0.73958333 0.71354167],0.590625,0.60625,0.7975,0.929399367755532,0.91875,0.930208333333333,0.576051779935275,0.523529411764706,0.595098039215686,0.571428571428571,0.545454545454545,0.604052573932092,0.791237113402062,0.763681592039801,0.797669941748544
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.64583333 0.58333333 0.62184874 0.6512605  0.6092437 ],0.571428571428571,0.591036414565826,0.70125786163522,0.756513926325247,0.705192629815745,0.773031825795645,0.534954407294833,0.523809523809524,0.568783068783069,0.589887640449438,0.555555555555556,0.593253968253968,0.682981090100111,0.643605870020964,0.70125786163522
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,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.71126761 0.74647887 0.79577465 0.69014085 0.73239437],0.461864406779661,0.521186440677966,0.777495769881557,0.96755994358251,0.966197183098592,0.967605633802817,0.557491289198606,0.64,0.450630630630631,0.600706713780919,0.720338983050847,0.521186440677966,0.794370602032838,0.849498327759197,0.776632725523434
ensemble_model_N32_B168_E200_nb_zones_12_lab_svd,32,168,200,12, lab, svd,1434,478,478,0.6,0.2,0.2, [0.69791667 0.71180556 0.70979021 0.68531469 0.73076923],0.578059071729958,0.654008438818565,0.872641509433962,0.956397426733381,0.933054393305439,0.957461645746164,0.62406015037594,0.697478991596639,0.577553055120353,0.694029850746269,0.788135593220339,0.654571998290842,0.874288670460424,0.885744234800839,0.872641509433962
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200,8, low_bits_5, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.72395833 0.71578947 0.72105263 0.71052632 0.74736842],0.634069400630915,0.583596214511041,0.819041614123581,0.958199356913183,0.939075630252101,0.959033613445378,0.660818713450292,0.763513513513513,0.642111786342556,0.643243243243243,0.712574850299401,0.5762874251497,0.825531914893617,0.858407079646018,0.819140646741248
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200,6, low_bits_3, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.52777778 0.47916667 0.47916667 0.44444444 0.45774648],0.523012552301255,0.506276150627615,0.806020066889632,1,1,1,0.532786885245902,0.560344827586207,0.524074852817494,0.504201680672269,0.504201680672269,0.506267507002801,0.806666666666666,0.814814814814815,0.806078503752922
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.68055556 0.70833333 0.70138889 0.71527778 0.71126761],0.523012552301255,0.518828451882845,0.657190635451505,0.772327044025157,0.855153203342618,0.747910863509749,0.62,0.75,0.514130434782609,0.569288389513109,0.644067796610169,0.520381005743101,0.698972099853157,0.792013311148086,0.656510857254715
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200,8, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.72395833 0.6875     0.703125   0.73684211 0.76315789],0.559748427672956,0.534591194968553,0.778266331658292,0.930924548352816,0.916317991631799,0.932008368200837,0.548387096774194,0.544871794871795,0.559472934472934,0.54320987654321,0.523809523809524,0.535238095238095,0.775873015873016,0.761845386533666,0.778391047697213
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdn,26,174,200, zones, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.56293706 0.50699301 0.52797203 0.55244755 0.58391608],0.523012552301255,0.506276150627615,0.860062893081761,0.97529992942837,0.966433566433566,0.975524475524476,0.5546875,0.537878787878788,0.521275842537525,0.453703703703704,0.457943925233645,0.501699235344095,0.85865537321334,0.850104821802935,0.860062893081761
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200,6, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.625      0.63194444 0.67605634 0.64788732 0.72535211],0.579831932773109,0.550420168067227,0.801680672268908,0.959326788218794,0.957983193277311,0.959383753501401,0.514563106796117,0.449152542372881,0.578742937853107,0.506912442396313,0.44,0.556283185840708,0.792253521126761,0.75,0.802118644067797
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200,12, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.60763889 0.625      0.64335664 0.63286713 0.63636364],0.552742616033755,0.641350210970464,0.627358490566038,0.602446483180428,0.549511854951185,0.637377963737796,0.607407407407407,0.700854700854701,0.554594017094017,0.688644688644689,0.783333333333333,0.639529914529915,0.615883306320908,0.59748427672956,0.627358490566038
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svd,40,160,200,8, low_bits_4_shifted_2, svd,960,320,320,0.6,0.2,0.2, [0.68229167 0.66666667 0.67708333 0.73958333 0.73958333],0.496875,0.553125,0.760625,0.916224814422057,0.9,0.917708333333333,0.541310541310541,0.612903225806452,0.50039100684262,0.606060606060606,0.709677419354839,0.557869012707722,0.768859384429692,0.806329113924051,0.76118924832005
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200,6, low_bits_4, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.61805556 0.68055556 0.69444444 0.66666667 0.64788732],0.481171548117155,0.577405857740586,0.775083612040134,0.937321937321937,0.916434540389972,0.938718662952646,0.441441441441441,0.40495867768595,0.482140355792128,0.521327014218009,0.47008547008547,0.575206669468965,0.762995594713656,0.725293132328308,0.775000489369496
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.43055556 0.45774648 0.52816901 0.46478873 0.55633803],0.510548523206751,0.493670886075949,0.797639123102867,0.994397759103642,0.997191011235955,0.99438202247191,0.524590163934426,0.53781512605042,0.510432986754024,0.464285714285714,0.448275862068966,0.492732972356797,0.796954314720812,0.796954314720812,0.797636821225952
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.46853147 0.46853147 0.47202797 0.53496503 0.5034965 ],0.497907949790795,0.527196652719665,0.869496855345912,0.988732394366197,0.981818181818182,0.988811188811189,0.508196721311475,0.488188976377953,0.498558773903262,0.493273542600897,0.491071428571429,0.525063273340832,0.868044515103339,0.858490566037736,0.869496855345912
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200,10, low_bits_4, svdn,1194,398,398,0.6,0.2,0.2, [0.52083333 0.52083333 0.53361345 0.53361345 0.52941176],0.512605042016807,0.487394957983193,0.812893081761006,1,1,1,0.560606060606061,0.560606060606061,0.506718124642653,0.517150395778364,0.616352201257862,0.500095292548123,0.81868969019807,0.844863731656184,0.812893081761006
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.4375     0.51388889 0.45104895 0.45454545 0.48601399],0.50210970464135,0.527426160337553,0.871593291404612,0.989648033126294,1,0.989539748953975,0.562962962962963,0.612903225806452,0.49671709962889,0.525423728813559,0.548672566371681,0.528368541250357,0.874680306905371,0.896226415094339,0.871593291404612
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,714,238,238,0.6,0.2,0.2, [0.66666667 0.65972222 0.73239437 0.63380282 0.6056338 ],0.558823529411765,0.53781512605042,0.789075630252101,0.949438202247191,0.946778711484594,0.949579831932773,0.492753623188406,0.439655172413793,0.555893159977388,0.476190476190476,0.454545454545455,0.531960227272727,0.777679362267493,0.753001715265866,0.788362472130462
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdne,32,168,200,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.63333333 0.64583333 0.68067227 0.64705882 0.66806723],0.591036414565826,0.565826330532213,0.832285115303983,0.983911939034716,0.973199329983249,0.984087102177554,0.621761658031088,0.638297872340426,0.588379705400982,0.575342465753425,0.621301775147929,0.56862961097822,0.834368530020704,0.844863731656184,0.832285115303983
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200,10, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.7        0.7125     0.70588235 0.65966387 0.68907563],0.521008403361345,0.571428571428571,0.821802935010482,0.986486486486486,0.97822445561139,0.986599664991625,0.463949843260188,0.402173913043478,0.524786378487057,0.501628664495114,0.445086705202312,0.56765204825333,0.812154696132597,0.770440251572327,0.821802935010482
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200,10, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68907563 0.67647059 0.7394958  0.68067227 0.66386555],0.537604456824513,0.534818941504178,0.799266247379455,0.957264957264957,0.941176470588235,0.957983193277311,0.538888888888889,0.567251461988304,0.538944879930322,0.561679790026247,0.569148936170213,0.533112479781013,0.799581371009942,0.80083857442348,0.799266247379455
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80729167 0.77604167 0.83333333 0.83333333 0.78421053],0.41692789968652,0.467084639498433,0.75187969924812,0.957894736842105,0.949895615866388,0.958246346555324,0.46242774566474,0.509554140127389,0.418357316977275,0.517045454545455,0.554878048780488,0.464535798583792,0.759708737864078,0.7825,0.751802763819096
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.64583333 0.57916667 0.56666667 0.55042017 0.63865546],0.620786516853933,0.547752808988764,0.829140461215933,0.974958263772955,0.976588628762542,0.974916387959866,0.587155963302752,0.554913294797688,0.618986702043653,0.504615384615385,0.448087431693989,0.550633311222717,0.823783783783784,0.79874213836478,0.829140461215933
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.49166667 0.55416667 0.51666667 0.45798319 0.56302521],0.446629213483146,0.51685393258427,0.806603773584905,1,1,1,0.45125348189415,0.457627118644068,0.446690654294101,0.51685393258427,0.513966480446927,0.516870245873181,0.80690737833595,0.808176100628931,0.806603773584906
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.70833333 0.71875    0.703125   0.71354167 0.72105263],0.482758620689655,0.504702194357367,0.765664160401003,0.94681960375391,0.947807933194154,0.946764091858038,0.448160535117057,0.435064935064935,0.481168831168831,0.5,0.49375,0.504736635220126,0.762388818297332,0.756620428751576,0.765607848248764
svm_model_N40_B160_E200_nb_zones_10_lab_svd,40,160,200,10, lab, svd,1188,396,396,0.6,0.2,0.2, [0.71848739 0.71008403 0.72689076 0.72268908 0.70762712],0.622222222222222,0.6,0.804507337526205,0.919060052219321,0.888888888888889,0.921717171717172,0.590361445783132,0.544444444444444,0.622222222222222,0.588571428571429,0.572222222222222,0.6,0.796286182413981,0.764150943396226,0.804507337526205
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,720,240,240,0.6,0.2,0.2, [0.6875     0.67361111 0.75694444 0.67361111 0.72222222],0.554166666666667,0.6,0.7975,0.944289693593315,0.941666666666667,0.944444444444444,0.552301255230126,0.528,0.555304347826087,0.616,0.636363636363636,0.599694423223835,0.7986743993372,0.795379537953795,0.797521418808547
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200,12, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51041667 0.53846154 0.52797203 0.54195804 0.48601399],0.525210084033613,0.558823529411765,0.567610062893082,0.587355540448674,0.603351955307263,0.576117318435754,0.54251012145749,0.553719008264463,0.524722751995479,0.574898785425101,0.606837606837607,0.559617150526242,0.580152671755725,0.59748427672956,0.567610062893082
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200,6, low_bits_3, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.68055556 0.74305556 0.61805556 0.73239437],0.569037656903766,0.543933054393305,0.704013377926421,0.791788856304985,0.752089136490251,0.802228412256267,0.602316602316602,0.565217391304348,0.569737408523461,0.532188841201717,0.521008403361345,0.543837535014006,0.698466780238501,0.665584415584416,0.705206000895656
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.57342657 0.65034965 0.5979021  0.58741259 0.57342657],0.569037656903766,0.543933054393305,0.84643605870021,0.942836979534227,0.934265734265734,0.943356643356643,0.596078431372549,0.655172413793103,0.571488645920942,0.562248995983936,0.569105691056911,0.543173535183628,0.847475273295159,0.853249475890985,0.84643605870021
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200,6, low_bits_2, svdn,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.58333333 0.54166667 0.54166667 0.55555556 0.53521127],0.535564853556485,0.430962343096234,0.601170568561873,0.684931506849315,0.696378830083565,0.67966573816156,0.54320987654321,0.523809523809524,0.536241045090603,0.403508771929825,0.383333333333333,0.431162464985994,0.602830974188176,0.598347107438017,0.6012040105718
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svd,32,168,200, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.70979021 0.64685315 0.73076923 0.71328671 0.69014085],0.595833333333333,0.5875,0.829664570230608,0.908185053380783,0.893557422969188,0.909663865546218,0.540284360189574,0.478991596638655,0.594867699145774,0.547945205479452,0.495867768595041,0.588270018751302,0.822888283378746,0.791404612159329,0.829664570230608
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svd,40,160,200,8, low_bits_4_shifted_2, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.70526316 0.66315789 0.66315789 0.67368421 0.67894737],0.572784810126582,0.563291139240506,0.816687737041719,0.981934112646121,0.972631578947368,0.982105263157895,0.594594594594595,0.614906832298137,0.571969545181326,0.594117647058823,0.615853658536585,0.561216302952503,0.820322180916976,0.8275,0.816563299232736
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdne,26,174,200,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.63541667 0.61111111 0.62587413 0.57342657 0.67132867],0.641350210970464,0.548523206751055,0.688679245283019,0.706997084548105,0.676429567642957,0.719665271966527,0.632034632034632,0.608333333333333,0.641773504273504,0.52863436123348,0.512820512820513,0.548076923076923,0.675409836065574,0.647798742138365,0.688679245283019
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.58041958 0.59090909 0.62937063 0.65384615 0.62323944],0.604166666666667,0.604166666666667,0.895702306079665,0.993693062368605,0.992997198879552,0.993697478991597,0.602510460251046,0.571428571428571,0.605889724310777,0.573991031390135,0.56140350877193,0.602130325814536,0.894653255690841,0.885744234800839,0.895702306079665
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200,6, low_bits_3, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.6056338  0.64788732 0.67605634 0.73239437 0.6056338 ],0.538135593220339,0.635593220338983,0.813874788494078,0.964739069111424,0.963380281690141,0.964788732394366,0.575875486381323,0.60655737704918,0.535734828875467,0.661417322834646,0.730434782608696,0.63794466403162,0.819672131147541,0.844594594594595,0.813822721026111
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200,8, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.55729167 0.54166667 0.49479167 0.55208333 0.54166667],0.48125,0.521875,0.551875,0.579281183932347,0.570833333333333,0.585416666666667,0.427586206896552,0.424657534246575,0.476696583215242,0.514285714285714,0.479289940828402,0.524413182334731,0.537717601547389,0.524528301886792,0.551705144732216
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200,6, low_bits_2, svdn,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.49305556 0.61111111 0.44444444 0.52112676 0.52112676],0.487394957983193,0.445378151260504,0.786912751677852,1,1,1,0.450450450450451,0.423728813559322,0.486864406779661,0.405405405405405,0.375,0.445974576271186,0.781034482758621,0.76006711409396,0.786912751677852
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.65416667 0.64583333 0.66666667 0.61666667 0.6512605 ],0.563380281690141,0.569014084507042,0.80188679245283,0.942339373970346,0.954924874791319,0.941569282136895,0.560906515580737,0.607361963190184,0.566701814928426,0.583106267029973,0.557291666666667,0.570056876278118,0.804550155118924,0.815513626834382,0.80188679245283
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200,8, low_bits_6, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.57291667 0.57291667 0.54166667 0.56315789 0.56842105],0.544025157232704,0.556603773584906,0.636306532663317,0.697001034126163,0.705020920502092,0.693514644351464,0.567164179104478,0.59748427672956,0.544025157232704,0.595988538681948,0.622754491017964,0.553099099813618,0.649303452453059,0.666666666666667,0.635998307952623
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.625      0.65       0.63445378 0.68487395 0.64285714],0.53781512605042,0.551820728291317,0.795073375262054,0.94453781512605,0.941373534338358,0.944723618090452,0.469453376205788,0.417142857142857,0.535494505494505,0.470198675496689,0.39010989010989,0.555054945054945,0.783139212423738,0.740041928721174,0.795073375262054
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.73333333 0.66666667 0.69583333 0.65546218 0.70588235],0.528089887640449,0.539325842696629,0.791928721174004,0.945788156797331,0.948160535117057,0.945652173913044,0.478260869565217,0.450292397660819,0.525146198830409,0.514792899408284,0.47027027027027,0.542152678994784,0.786444324905863,0.766247379454927,0.791928721174004
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200,8, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.63157895 0.66315789 0.68421053 0.69473684 0.64736842],0.531645569620253,0.607594936708861,0.651706700379267,0.718466195761857,0.749473684210526,0.706315789473684,0.55421686746988,0.582278481012658,0.531645569620253,0.63953488372093,0.674846625766871,0.605397169092586,0.669466106778644,0.701005025125628,0.651393097804544
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48739496 0.48319328 0.51260504 0.5210084  0.5210084 ],0.512534818941504,0.506963788300836,0.808700209643606,0.989066442388562,0.988235294117647,0.989075630252101,0.483775811209439,0.476744186046512,0.511099365750528,0.512396694214876,0.497326203208556,0.507384031836836,0.806980433632998,0.79979035639413,0.808700209643606
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200,12, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60416667 0.64685315 0.61888112 0.64335664 0.67482517],0.521008403361345,0.53781512605042,0.630503144654088,0.62799690641918,0.567039106145251,0.664106145251397,0.508620689655172,0.5,0.520833333333333,0.556451612903226,0.575,0.5375,0.602368866328257,0.559748427672956,0.630503144654088
ensemble_model_N40_B160_E200_nb_zones_10_lab_svd,40,160,200,10, lab, svd,1194,398,398,0.6,0.2,0.2, [0.69583333 0.69583333 0.70168067 0.66806723 0.68907563],0.638655462184874,0.630252100840336,0.811844863731656,0.916949152542373,0.906197654941374,0.917922948073702,0.656,0.702857142857143,0.63989010989011,0.661538461538462,0.708791208791209,0.628681318681319,0.815424164524421,0.831236897274633,0.811844863731656
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200,10, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.44957983 0.51260504 0.55042017 0.50840336 0.50423729],0.516666666666667,0.480555555555556,0.593291404612159,0.63881636205396,0.617845117845118,0.650673400673401,0.513966480446927,0.513966480446927,0.516651748510757,0.467236467236467,0.453038674033149,0.480709281150653,0.582346609257266,0.567085953878407,0.593291404612159
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.66666667 0.70138889 0.65277778 0.68309859 0.66197183],0.533613445378151,0.596638655462185,0.789429530201342,0.939226519337016,0.949720670391062,0.93854748603352,0.523605150214592,0.544642857142857,0.53422619047619,0.612903225806452,0.672566371681416,0.600283185840708,0.791701244813278,0.818181818181818,0.79004329004329
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.45       0.49583333 0.45798319 0.51260504 0.44537815],0.521008403361345,0.495798319327731,0.810272536687631,0.990779547359598,0.989949748743718,0.990787269681742,0.534059945504087,0.53551912568306,0.520633126059921,0.49438202247191,0.505747126436782,0.496042962125495,0.811064718162839,0.814465408805031,0.810272536687631
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,960,320,320,0.6,0.2,0.2, [0.671875   0.69791667 0.68229167 0.77083333 0.71875   ],0.515625,0.584375,0.7975,0.961864406779661,0.945833333333333,0.9625,0.523076923076923,0.524691358024691,0.515510235974371,0.590769230769231,0.6,0.584375,0.796737766624843,0.791770573566085,0.797514359464747
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,714,238,238,0.6,0.2,0.2, [0.53472222 0.49305556 0.54929577 0.55633803 0.54225352],0.5,0.508403361344538,0.798319327731092,0.994397759103642,0.994397759103642,0.994397759103642,0.489270386266094,0.475,0.50021186440678,0.470588235294118,0.444444444444444,0.507346189164371,0.794520547945205,0.781144781144781,0.79829051137776
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200,8, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.56315789 0.5        0.46842105 0.51052632 0.52105263],0.531645569620253,0.512658227848101,0.809102402022756,1,1,1,0.54320987654321,0.536585365853659,0.531450577663671,0.544378698224852,0.56441717791411,0.510966758891696,0.812655086848635,0.816708229426434,0.808995140354243
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.48263889 0.5034965  0.51048951 0.49300699 0.50699301],0.516806722689076,0.487394957983193,0.868448637316562,0.990264255910988,0.994413407821229,0.990223463687151,0.506437768240343,0.495798319327731,0.516806722689076,0.478632478632479,0.470588235294118,0.487394957983193,0.868241469816273,0.866876310272536,0.868448637316562
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200,8, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.69791667 0.69270833 0.66145833 0.625      0.69473684],0.586206896551724,0.545454545454545,0.81077694235589,0.973656480505796,0.964509394572025,0.973903966597077,0.547945205479452,0.555555555555556,0.583492063492063,0.518272425249169,0.464285714285714,0.550023651844844,0.804150453955901,0.783817951959545,0.810542516352443
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200,8, low_bits_6, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.46315789 0.58421053 0.55789474 0.54210526 0.52105263],0.550632911392405,0.541139240506329,0.81858407079646,1,1,1,0.532894736842105,0.525974025974026,0.55002405002405,0.542586750788643,0.524390243902439,0.541800385109114,0.817313812858052,0.809583858764186,0.818606885022144
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdne,26,174,200,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.69097222 0.63286713 0.61888112 0.61538462 0.64685315],0.516806722689076,0.647058823529412,0.877358490566038,0.975265017667844,0.963687150837989,0.975558659217877,0.538152610441767,0.5234375,0.516264204545455,0.614678899082569,0.609090909090909,0.644389204545455,0.875664187035069,0.863731656184486,0.877358490566038
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.49652778 0.53472222 0.51398601 0.48601399 0.56993007],0.49789029535865,0.535864978902954,0.872117400419287,0.989648033126294,1,0.989539748953975,0.480349344978166,0.454545454545455,0.498824451410658,0.495412844036697,0.46551724137931,0.534411513251639,0.871308016877637,0.865828092243187,0.872117400419287
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200,6, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.63194444 0.67361111 0.64084507 0.69014085 0.66197183],0.533613445378151,0.558823529411765,0.733613445378151,0.864064602960969,0.899159663865546,0.858543417366947,0.593406593406593,0.675,0.532415254237288,0.594594594594595,0.712962962962963,0.571866096866097,0.751372549019608,0.818803418803419,0.735021544112453
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200,8, low_bits_3, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.69791667 0.73157895 0.71052632 0.67894737 0.67368421],0.523659305993691,0.536277602523659,0.709962168978562,0.829473684210526,0.827731092436975,0.829831932773109,0.541033434650456,0.539393939393939,0.52298644338118,0.547692307692308,0.563291139240506,0.536362550752329,0.713216957605985,0.715894868585732,0.709916938740134
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.66433566 0.66433566 0.6048951  0.58041958 0.6443662 ],0.533333333333333,0.575,0.861111111111111,0.964008468595624,0.956582633053221,0.964285714285714,0.529411764705882,0.547826086956522,0.533913043478261,0.598425196850394,0.608,0.573565217391304,0.861183865898376,0.861635220125786,0.861111111111111
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200,10, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67916667 0.68333333 0.69166667 0.7125     0.68067227],0.515492957746479,0.597183098591549,0.674528301886793,0.758675078864353,0.803005008347245,0.74457429048414,0.565656565656566,0.658823529411765,0.521303656597774,0.650366748166259,0.718918918918919,0.59181240063593,0.700434153400868,0.761006289308176,0.674528301886793
svm_model_N26_B174_E200_nb_zones_12_low_bits_2_svdn,26,174,200,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.52447552 0.51748252 0.55244755 0.46126761],0.504166666666667,0.4875,0.813417190775681,0.92027972027972,0.92156862745098,0.920168067226891,0.45662100456621,0.413223140495868,0.504930897979026,0.472103004291845,0.46218487394958,0.487290784082228,0.810839532412327,0.79979035639413,0.813417190775681
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdn,40,160,200,8, low_bits_4_shifted_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.54210526 0.54736842 0.55789474 0.54210526],0.55205047318612,0.50788643533123,0.564312736443884,0.62320230105465,0.682773109243697,0.58718487394958,0.550632911392405,0.554140127388535,0.552070063694268,0.532934131736527,0.52046783625731,0.506809260594408,0.591848789131719,0.623134328358209,0.563485322746879
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svd,40,160,200, zones, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.70833333 0.64583333 0.675      0.69747899 0.73109244],0.587078651685393,0.637640449438202,0.811320754716981,0.930116472545757,0.934782608695652,0.929765886287626,0.633416458852868,0.709497206703911,0.586387021431051,0.681481481481481,0.779661016949153,0.638433860429884,0.820717131474104,0.863731656184486,0.811320754716981
svm_model_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200,12, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.45138889 0.54166667 0.53496503 0.51048951 0.5034965 ],0.485232067510549,0.510548523206751,0.749475890985325,0.827586206896552,0.803347280334728,0.832635983263598,0.455357142857143,0.447368421052632,0.483846812152332,0.520661157024793,0.51219512195122,0.51048352588789,0.742734122712594,0.723270440251572,0.749475890985325
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200,10, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.61666667 0.59243697 0.62605042 0.6302521  0.59243697],0.544692737430168,0.541899441340782,0.612159329140461,0.6693354683747,0.701342281879195,0.653523489932886,0.530259365994236,0.544378698224852,0.544676121599199,0.554347826086956,0.53968253968254,0.542030618953696,0.623217922606925,0.641509433962264,0.612159329140461
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61538462 0.61538462 0.65384615 0.58391608 0.64685315],0.569037656903766,0.577405857740586,0.871069182389937,0.970212765957447,0.956643356643357,0.970629370629371,0.589641434262948,0.601626016260163,0.568054387440426,0.603921568627451,0.663793103448276,0.579864031398935,0.87160751565762,0.875262054507338,0.871069182389937
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svd,32,168,200,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.66666667 0.65972222 0.61538462 0.66433566 0.67482517],0.641350210970464,0.552742616033755,0.725890985324948,0.763532763532763,0.747559274755927,0.768479776847978,0.497041420118343,0.392523364485981,0.619338605319914,0.47,0.361538461538461,0.573292595255212,0.705019740552735,0.655136268343816,0.725890985324948
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200,12, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.60839161 0.66783217 0.66433566 0.65034965 0.68309859],0.558333333333333,0.529166666666667,0.831761006289308,0.926934097421204,0.906162464985994,0.928571428571428,0.607407407407407,0.656,0.554086956521739,0.538775510204082,0.573913043478261,0.53095652173913,0.832025117739403,0.833333333333333,0.831761006289308
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200,6, low_bits_2, svdne,718,239,239,0.600334448160535,0.199832775919732,0.199832775919732, [0.64583333 0.61111111 0.61111111 0.61111111 0.64788732],0.556485355648536,0.510460251046025,0.813545150501672,1,1,1,0.558333333333333,0.582608695652174,0.557433380084151,0.541176470588235,0.579831932773109,0.510749299719888,0.816158285243199,0.834738617200674,0.81372088405639
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200,10, low_bits_2, svdn,1194,398,398,0.6,0.2,0.2, [0.54583333 0.50833333 0.5210084  0.55042017 0.57142857],0.521008403361345,0.495798319327731,0.816037735849057,1,1,1,0.531506849315069,0.544943820224719,0.521075262067667,0.518716577540107,0.541899441340782,0.495668821793987,0.818416968442835,0.829140461215933,0.816037735849056
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.59440559 0.66783217 0.70629371 0.68531469 0.68309859],0.479166666666667,0.508333333333333,0.720649895178197,0.795486600846262,0.789915966386555,0.796918767507003,0.564459930313589,0.698275862068966,0.486234705228031,0.595890410958904,0.701612903225807,0.50166852057842,0.733099649474211,0.767295597484277,0.720649895178197
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,960,320,320,0.6,0.2,0.2, [0.5        0.60416667 0.53645833 0.55208333 0.54166667],0.540625,0.534375,0.805625,0.984423676012461,0.9875,0.984375,0.524271844660194,0.490909090909091,0.542228739002933,0.480836236933798,0.43125,0.534375,0.800513149454779,0.775155279503106,0.805816633462245
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.6875     0.734375   0.63020833 0.671875   0.68421053],0.589341692789969,0.551724137931034,0.808897243107769,0.967402733964248,0.960334029227557,0.967640918580376,0.594427244582043,0.568047337278107,0.59069033530572,0.531147540983607,0.52258064516129,0.550924468922109,0.8068397720076,0.793275217932752,0.808995742635985
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.546875   0.47894737 0.57368421 0.55263158 0.54210526],0.564668769716088,0.517350157728707,0.812736443883985,0.993697478991597,0.993697478991597,0.993697478991597,0.571428571428571,0.528735632183908,0.568563620287758,0.517350157728707,0.56551724137931,0.521130713712911,0.813324952859837,0.813836477987421,0.812733662508249
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200,8, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.609375   0.65625    0.68229167 0.72916667 0.62105263],0.58307210031348,0.564263322884012,0.807644110275689,0.963041182682154,0.951983298538622,0.963465553235908,0.588235294117647,0.646258503401361,0.587664135421611,0.558730158730159,0.55,0.564308176100629,0.806309148264984,0.812977099236641,0.807723117519555
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,714,238,238,0.6,0.2,0.2, [0.67361111 0.68055556 0.64788732 0.64084507 0.71830986],0.558823529411765,0.600840336134454,0.81344537815126,0.969187675070028,0.969187675070028,0.969187675070028,0.574898785425101,0.657407407407407,0.567165242165242,0.649446494464945,0.676923076923077,0.593091168091168,0.819805194805195,0.848739495798319,0.81344537815126
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdn,40,160,200,8, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52083333 0.58333333 0.57291667 0.53125    0.54210526],0.570532915360501,0.551724137931034,0.823934837092732,0.99895724713243,1,0.998956158663883,0.573208722741433,0.550898203592814,0.571501733375354,0.483754512635379,0.449664429530201,0.545420450059218,0.819524727039178,0.80251572327044,0.823854615692648
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.65034965 0.59440559 0.60839161 0.62323944],0.483333333333333,0.516666666666667,0.657756813417191,0.708539167254764,0.703081232492997,0.71078431372549,0.474576271186441,0.470588235294118,0.48322800194458,0.5,0.479338842975207,0.516980345857351,0.653580901856764,0.645702306079665,0.657756813417191
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200,10, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.66386555 0.64705882 0.68067227 0.60084034 0.66806723],0.540389972144847,0.506963788300836,0.80083857442348,0.967465753424658,0.949579831932773,0.968067226890756,0.615384615384615,0.737430167597765,0.540937306021105,0.560794044665012,0.627777777777778,0.506626319056487,0.81,0.849056603773585,0.80083857442348
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,1428,476,476,0.6,0.2,0.2, [0.62587413 0.69230769 0.64685315 0.64335664 0.66197183],0.533333333333333,0.570833333333333,0.850104821802935,0.950796950796951,0.96078431372549,0.950280112044818,0.572519083969466,0.581395348837209,0.529436413157343,0.605363984674329,0.711711711711712,0.580662057406243,0.854526958290946,0.880503144654088,0.850104821802935
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200,8, low_bits_5, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.73958333 0.77894737 0.72105263 0.73157895 0.7       ],0.545741324921136,0.498422712933754,0.704918032786885,0.820846905537459,0.794117647058823,0.826680672268907,0.555555555555555,0.604026845637584,0.549037232342601,0.54178674351585,0.566265060240964,0.495053059921806,0.706030150753769,0.710493046776233,0.704932057979311
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200,8, low_bits_6, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.68421053 0.68947368 0.65263158 0.63684211 0.58947368],0.591772151898734,0.579113924050633,0.68141592920354,0.731111111111111,0.692631578947368,0.745263157894737,0.587859424920128,0.621621621621622,0.593548906048906,0.585669781931464,0.5875,0.57900641025641,0.671447196870926,0.657726692209451,0.681178740347529
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200,8, low_bits_4, svdn,960,320,320,0.6,0.2,0.2, [0.53125    0.5        0.5625     0.53645833 0.515625  ],0.540625,0.5,0.55625,0.579770594369134,0.579166666666667,0.580208333333333,0.590529247910864,0.634730538922156,0.536319517827091,0.520958083832335,0.58,0.504705882352941,0.570217917675545,0.590966122961104,0.556379699089518
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200,10, low_bits_3, svdne,1200,400,400,0.6,0.2,0.2, [0.62083333 0.64166667 0.63333333 0.65833333 0.65833333],0.519774011299435,0.581920903954802,0.80188679245283,0.949238578680203,0.935,0.95,0.532967032967033,0.57396449704142,0.522117383655845,0.614583333333333,0.637837837837838,0.579273948504718,0.804145077720207,0.813417190775681,0.80188679245283
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.51736111 0.49305556 0.5034965  0.48251748 0.51398601],0.527426160337553,0.540084388185654,0.878406708595388,0.992334494773519,0.99302649930265,0.992329149232915,0.521367521367521,0.539823008849557,0.527976020553811,0.575875486381323,0.596774193548387,0.537325149871539,0.879543094496365,0.887840670859539,0.878406708595388
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.66666667 0.671875   0.70833333 0.64583333 0.65789474],0.526645768025078,0.545454545454545,0.791353383458647,0.961175236096537,0.95615866388309,0.961377870563674,0.498338870431894,0.490196078431373,0.525218521143397,0.524590163934426,0.526315789473684,0.544595020485345,0.786401539448364,0.781887755102041,0.791190182969739
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.44117647 0.56302521 0.47478992 0.53389831],0.513888888888889,0.502777777777778,0.808176100628931,0.989915966386554,0.991582491582492,0.98989898989899,0.512534818941504,0.511111111111111,0.513888888888889,0.506887052341598,0.511111111111111,0.502777777777778,0.808577405857741,0.810272536687631,0.808176100628931
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svdn,26,174,200,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.47552448 0.54545455 0.46853147 0.49300699 0.43309859],0.508333333333333,0.504166666666667,0.873165618448637,0.996510816468946,1,0.996498599439776,0.559701492537313,0.652173913043478,0.514086956521739,0.567272727272727,0.624,0.49895652173913,0.87753036437247,0.908805031446541,0.873165618448637
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200,8, low_bits_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.64583333 0.64583333 0.65625    0.56770833 0.65263158],0.586206896551724,0.576802507836991,0.637218045112782,0.65410199556541,0.615866388308977,0.674321503131524,0.541666666666667,0.458823529411765,0.595183576786419,0.505494505494505,0.453947368421053,0.571285061456035,0.604237867395762,0.551810237203496,0.637540338727534
svm_model_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200,10, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.50416667 0.49166667 0.51666667 0.50833333 0.48319328],0.504225352112676,0.456338028169014,0.730083857442348,0.877310924369748,0.871452420701169,0.878130217028381,0.50561797752809,0.523255813953488,0.504797305883848,0.476964769647697,0.480874316939891,0.455553437539713,0.731070496083551,0.733752620545073,0.730083857442348
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.59027778 0.625      0.68531469 0.65384615 0.59090909],0.590717299578059,0.569620253164557,0.856918238993711,0.948033707865168,0.941422594142259,0.948396094839609,0.561085972850679,0.568807339449541,0.589091169724771,0.552631578947368,0.4921875,0.576368979357798,0.854244527495996,0.838574423480084,0.856918238993711
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,948,316,316,0.6,0.2,0.2, [0.56315789 0.51052632 0.60526316 0.52105263 0.5       ],0.522151898734177,0.509493670886076,0.800632911392405,0.990496304118268,0.989451476793249,0.990506329113924,0.532507739938081,0.530864197530864,0.521925605258939,0.5141065830721,0.488095238095238,0.510939510939511,0.801762114537445,0.79228855721393,0.800783453864697
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65734266 0.66783217 0.59090909 0.67832168 0.67132867],0.585774058577406,0.589958158995816,0.873165618448637,0.968287526427061,0.960839160839161,0.968531468531468,0.578723404255319,0.566666666666667,0.585854341736695,0.584745762711864,0.579831932773109,0.589915966386555,0.871957671957672,0.863731656184486,0.873165618448637
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svd,32,168,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.6958042  0.69230769 0.63286713 0.63636364 0.6584507 ],0.533333333333333,0.508333333333333,0.838574423480084,0.944602272727273,0.931372549019608,0.945378151260504,0.559055118110236,0.5546875,0.531808035714286,0.528,0.589285714285714,0.513392857142857,0.838912133891213,0.840670859538784,0.838574423480084
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200,8, low_bits_5, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.73157895 0.68421053 0.68421053 0.65263158 0.73684211],0.626582278481013,0.560126582278481,0.813527180783818,0.958785249457701,0.930526315789474,0.96,0.642424242424242,0.706666666666667,0.630441767068273,0.577507598784194,0.572289156626506,0.559477911646586,0.813409234661606,0.812895069532238,0.813527180783818
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.67482517 0.67482517 0.6993007  0.66783217 0.66197183],0.516666666666667,0.504166666666667,0.84748427672956,0.96,0.941176470588235,0.96078431372549,0.594405594405594,0.69672131147541,0.513614893025841,0.582456140350877,0.703389830508475,0.50743262017227,0.852359208523592,0.880503144654088,0.84748427672956
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200,8, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.68229167 0.67708333 0.68229167 0.66842105 0.67894737],0.591194968553459,0.606918238993711,0.810929648241206,0.952182952182952,0.9581589958159,0.951882845188285,0.548611111111111,0.52317880794702,0.587936709362731,0.56140350877193,0.516129032258065,0.604690283000198,0.803908794788274,0.786989795918367,0.810574105879976
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64705882 0.67226891 0.6512605  0.63865546 0.65966387],0.590529247910864,0.568245125348189,0.816037735849057,0.958719460825611,0.956302521008403,0.958823529411765,0.627848101265823,0.666666666666667,0.58766859344894,0.603580562659846,0.682080924855491,0.57222325812667,0.822098327420172,0.850104821802935,0.816037735849056
ensemble_model_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.5        0.52097902 0.51048951 0.55594406 0.46478873],0.470833333333333,0.4625,0.865828092243187,1,1,1,0.473029045643153,0.5,0.472222222222222,0.431718061674009,0.388888888888889,0.466374269005848,0.864978902953587,0.859538784067086,0.865828092243187
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200,8, low_bits_4, svdn,954,318,318,0.6,0.2,0.2, [0.51041667 0.46875    0.54210526 0.53684211 0.54736842],0.5,0.509433962264151,0.80188679245283,1,1,1,0.507739938080495,0.5125,0.499920886075949,0.515527950310559,0.50609756097561,0.509542286981311,0.803001876172608,0.801498127340824,0.801889748081058
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200,8, low_bits_3, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.51052632 0.54736842 0.48947368 0.53157895 0.50526316],0.518987341772152,0.512658227848101,0.575853350189633,0.617801047120419,0.621052631578947,0.615789473684211,0.486486486486487,0.493150684931507,0.517163577759871,0.5,0.487341772151899,0.512658227848101,0.569595894804362,0.569961489088575,0.575765302452133
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200,12, low_bits_4, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.66666667 0.66319444 0.60839161 0.66433566],0.538135593220339,0.567796610169492,0.863207547169811,0.964985994397759,0.959610027855153,0.965181058495822,0.540084388185654,0.533333333333333,0.538218390804598,0.552631578947368,0.543103448275862,0.567385057471264,0.862123613312203,0.855345911949686,0.863207547169811
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200,8, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.61979167 0.61458333 0.64736842 0.62631579 0.66315789],0.594339622641509,0.641509433962264,0.847169811320755,1,1,1,0.59047619047619,0.58125,0.59442246835443,0.660714285714286,0.680981595092024,0.640490797546012,0.848598130841121,0.85125,0.847143987341772
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.65       0.625      0.64285714 0.56722689 0.57983193],0.582633053221289,0.535014005602241,0.806079664570231,0.953897736797988,0.953098827470687,0.95393634840871,0.532915360501567,0.494186046511628,0.579525455688246,0.511764705882353,0.47027027027027,0.537460716530484,0.800215982721382,0.776729559748428,0.80607966457023
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdne,40,160,200,8, low_bits_4_shifted_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.68229167 0.67894737 0.70526316 0.68421053 0.67894737],0.555205047318612,0.570977917981073,0.721311475409836,0.824281150159744,0.813025210084034,0.826680672268907,0.53156146179402,0.522875816993464,0.554120835326,0.592814371257485,0.596385542168675,0.569715949892284,0.719186785260483,0.711949685534591,0.721335146180696
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.69791667 0.71875    0.65104167 0.72105263 0.68947368],0.606918238993711,0.572327044025157,0.804020100502513,0.945686900958466,0.928870292887029,0.946652719665272,0.567474048442907,0.550335570469799,0.603570152098805,0.590361445783132,0.576470588235294,0.572019077901431,0.8,0.782936010037641,0.804046621371022
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200,10, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.60833333 0.5875     0.625      0.65416667 0.6625    ],0.567796610169492,0.556497175141243,0.718553459119497,0.818545163868905,0.853333333333333,0.810833333333333,0.545994065281899,0.51685393258427,0.568086057201226,0.504731861198738,0.454545454545455,0.555924412665986,0.718110236220472,0.716981132075472,0.718553459119497
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [0.65625    0.63020833 0.60526316 0.63157895 0.63157895],0.544025157232704,0.559748427672956,0.787421383647799,0.944386149003148,0.943396226415094,0.944444444444444,0.56973293768546,0.581818181818182,0.542543077837195,0.588235294117647,0.606060606060606,0.557932263814617,0.792638036809816,0.800495662949195,0.787221011551226
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.58391608 0.5979021  0.6048951  0.59440559 0.58802817],0.575,0.558333333333333,0.655660377358491,0.671062271062271,0.641456582633053,0.685574229691877,0.598425196850394,0.633333333333333,0.575,0.607407407407407,0.683333333333333,0.558333333333333,0.652196929592377,0.645702306079665,0.655660377358491
ensemble_model_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200,10, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.55416667 0.5210084  0.50840336 0.58823529],0.504201680672269,0.481792717086835,0.810272536687631,1,1,1,0.525469168900804,0.541436464088398,0.503672777498744,0.457478005865103,0.443181818181818,0.481259417378202,0.810272536687631,0.810272536687631,0.810272536687631
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.53157895 0.45263158 0.52105263 0.43684211 0.5       ],0.487341772151899,0.481012658227848,0.783544303797468,0.983122362869198,0.983122362869198,0.983122362869198,0.480769230769231,0.474683544303798,0.487341772151899,0.456953642384106,0.448051948051948,0.480198813532147,0.781049935979513,0.776081424936387,0.78350670743041
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,954,318,318,0.6,0.2,0.2, [0.59375    0.58333333 0.62631579 0.66315789 0.65263158],0.562893081761006,0.584905660377358,0.80062893081761,0.951578947368421,0.947589098532495,0.951781970649895,0.47148288973384,0.394904458598726,0.560806266566444,0.463414634146341,0.372549019607843,0.577183600713013,0.782727895819054,0.725540025412961,0.799880847077589
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200,8, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.50526316 0.46842105 0.57368421 0.47368421 0.59042553],0.512658227848101,0.487341772151899,0.8,1,1,1,0.490066225165563,0.506849315068493,0.512248186946011,0.526315789473684,0.523255813953488,0.483850129198966,0.801507537688442,0.805555555555556,0.799985899605189
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.5        0.52097902 0.51398601 0.53496503 0.53496503],0.472803347280335,0.481171548117155,0.863731656184486,0.993036211699164,0.997202797202797,0.993006993006993,0.479338842975207,0.5,0.473577235772358,0.47008547008547,0.447154471544715,0.48219792542753,0.864016736401674,0.865828092243187,0.863731656184486
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdne,40,160,200,8, low_bits_4_shifted_2, svdne,954,318,318,0.6,0.2,0.2, [0.68229167 0.734375   0.63684211 0.64736842 0.68947368],0.512578616352201,0.578616352201258,0.813836477987421,0.992670157068063,0.993710691823899,0.992662473794549,0.558404558404558,0.624203821656051,0.513965264865292,0.627777777777778,0.719745222929936,0.580369505874906,0.822328931572629,0.865992414664981,0.814097584053391
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.57638889 0.64930556 0.61188811 0.62587413 0.68181818],0.527426160337553,0.586497890295359,0.842767295597484,0.936350777934936,0.923291492329149,0.93723849372385,0.416666666666667,0.341880341880342,0.525106837606838,0.5,0.408333333333333,0.588782051282051,0.833518312985571,0.787211740041929,0.842767295597484
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,1428,476,476,0.6,0.2,0.2, [0.58391608 0.62937063 0.62237762 0.6048951  0.63380282],0.625,0.5875,0.864255765199161,0.951048951048951,0.952380952380952,0.950980392156863,0.625,0.657894736842105,0.6265664160401,0.617760617760618,0.634920634920635,0.58500417710944,0.86573354069466,0.875262054507338,0.864255765199161
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67361111 0.64685315 0.62587413 0.68181818 0.64335664],0.512605042016807,0.525210084033613,0.841719077568134,0.949057920446616,0.949720670391062,0.949022346368715,0.543307086614173,0.594827586206897,0.514626907857547,0.576779026217228,0.631147540983607,0.522470322215941,0.845445240532241,0.865828092243187,0.841719077568134
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200,12, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.72727273 0.61188811 0.61888112 0.62587413 0.61619718],0.591666666666667,0.65,0.75314465408805,0.795470629865534,0.787114845938375,0.797619047619048,0.637037037037037,0.741379310344828,0.596496106785317,0.68421052631579,0.733870967741936,0.647107897664071,0.758337609030272,0.774633123689728,0.75314465408805
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.625      0.61458333 0.64685315 0.61188811 0.59090909],0.565400843881857,0.60337552742616,0.857442348008386,0.947662247034194,0.947001394700139,0.947698744769874,0.54625550660793,0.584905660377358,0.567261990494023,0.646616541353384,0.656488549618321,0.597112199337462,0.85877466251298,0.866876310272536,0.857442348008386
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200,10, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.675      0.71666667 0.6875     0.68487395 0.71848739],0.542134831460674,0.567415730337079,0.711740041928721,0.801702127659575,0.787625418060201,0.805183946488294,0.553424657534247,0.590643274853801,0.543970286075549,0.590425531914894,0.6,0.566081871345029,0.71294363256785,0.715932914046122,0.711740041928721
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.65104167 0.74479167 0.6875     0.74479167 0.70526316],0.5141065830721,0.517241379310345,0.666666666666667,0.758918918918919,0.732776617954071,0.767223382045929,0.5141065830721,0.573426573426573,0.519667832167832,0.581521739130435,0.625730994152047,0.508811443021969,0.669975186104218,0.680958385876419,0.666755656200974
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200,10, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.68487395 0.68487395 0.63865546 0.66806723 0.62711864],0.602777777777778,0.611111111111111,0.680817610062893,0.699815837937385,0.63973063973064,0.725589225589226,0.601671309192201,0.613636363636364,0.603013833992095,0.613259668508287,0.603260869565217,0.6112895256917,0.662977310459325,0.627882599580713,0.680817610062893
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.60416667 0.6        0.6512605  0.58403361 0.6302521 ],0.582633053221289,0.543417366946779,0.831761006289308,0.992443324937028,0.989949748743718,0.992462311557789,0.517799352750809,0.444444444444444,0.583804143126177,0.479233226837061,0.423728813559322,0.542419962335217,0.822945394373966,0.781970649895178,0.831761006289308
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.48601399 0.47902098 0.48951049 0.53846154 0.46830986],0.525,0.5375,0.878930817610063,0.995810055865922,0.99859943977591,0.995798319327731,0.462264150943396,0.433628318584071,0.519963765591248,0.511013215859031,0.456692913385827,0.542505748728312,0.876536611437734,0.859538784067086,0.878930817610063
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61888112 0.6048951  0.62587413 0.62237762 0.6048951 ],0.577405857740586,0.569037656903766,0.713312368972746,0.763611302549965,0.774825174825175,0.76013986013986,0.547085201793722,0.544642857142857,0.575471034870641,0.599221789883269,0.606299212598425,0.56654246344207,0.716727084412221,0.725366876310273,0.713312368972746
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,954,318,318,0.6,0.2,0.2, [0.703125   0.71354167 0.65263158 0.68947368 0.68947368],0.556603773584906,0.547169811320755,0.79937106918239,0.964583333333333,0.970649895178197,0.964360587002096,0.584070796460177,0.626582278481013,0.557041139240506,0.560975609756097,0.58974358974359,0.547958214624881,0.803933620159803,0.826801517067004,0.799508393076681
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200,8, low_bits_2, svdn,954,318,318,0.6,0.2,0.2, [0.52083333 0.52604167 0.51052632 0.51578947 0.54210526],0.462264150943396,0.493710691823899,0.791194968553459,1,1,1,0.446601941747573,0.453947368421053,0.461913443246671,0.498442367601246,0.49079754601227,0.493785869780329,0.79040404040404,0.79040404040404,0.791191995139364
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.50520833 0.47395833 0.46315789 0.54210526 0.48421053],0.506289308176101,0.512578616352201,0.79811320754717,0.990556138509969,0.989517819706499,0.990566037735849,0.488599348534202,0.480769230769231,0.505816714150047,0.531722054380665,0.55,0.512341772151899,0.798240100565682,0.800756620428752,0.798119840954652
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.59090909 0.62937063 0.56993007 0.60839161 0.61619718],0.5375,0.558333333333333,0.862159329140461,0.967741935483871,0.966386554621849,0.967787114845938,0.571428571428571,0.616666666666667,0.5375,0.550847457627119,0.541666666666667,0.558333333333333,0.863092139510671,0.868972746331237,0.862159329140461
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200, zones, lab, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.58333333 0.52941176 0.51260504 0.54201681 0.45378151],0.525139664804469,0.466480446927374,0.808176100628931,0.995801847187238,0.99496644295302,0.995805369127517,0.517045454545454,0.491891891891892,0.526292766755195,0.429850746268657,0.416184971098266,0.46484924230589,0.805111821086262,0.792452830188679,0.808176100628931
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200,8, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.703125   0.72916667 0.6875     0.65263158],0.557993730407524,0.542319749216301,0.804511278195489,0.973656480505796,0.964509394572025,0.973903966597077,0.568807339449541,0.596153846153846,0.558813119395942,0.562874251497006,0.598726114649682,0.543190217818668,0.806211180124224,0.819444444444444,0.80462271973466
svm_model_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.54195804 0.54195804 0.64685315 0.57342657 0.5528169 ],0.554166666666667,0.595833333333333,0.572327044025157,0.634408602150538,0.743697478991597,0.571428571428571,0.653721682847896,0.827868852459016,0.549527646568491,0.675585284280936,0.85593220338983,0.600097249235899,0.642418930762489,0.768343815513627,0.572327044025157
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200,8, low_bits_3, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.61052632 0.68947368 0.66315789 0.63684211 0.65263158],0.55379746835443,0.518987341772152,0.61314791403287,0.715939447907391,0.846315789473684,0.66421052631579,0.619946091644205,0.741935483870968,0.557303145662192,0.58695652173913,0.679245283018868,0.51796659055402,0.671321160042965,0.792141951837769,0.613599349184963
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200,8, low_bits_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.51041667 0.54736842 0.46315789 0.44210526 0.47894737],0.488958990536278,0.514195583596215,0.800756620428752,1,1,1,0.5,0.49390243902439,0.488781284871672,0.524691358024691,0.566666666666667,0.51686626746507,0.8025,0.812658227848101,0.800801475733096
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200,10, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.68333333 0.72268908 0.71848739 0.72689076 0.77731092],0.553072625698324,0.594972067039106,0.817085953878407,0.962648556876061,0.951342281879195,0.963087248322148,0.553072625698324,0.535135135135135,0.553694735197625,0.564564564564564,0.543352601156069,0.593297922199656,0.813269127875869,0.79664570230608,0.817085953878407
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.55244755 0.55594406 0.53146853 0.55594406 0.58802817],0.5375,0.508333333333333,0.65461215932914,0.708672086720867,0.732492997198879,0.698879551820728,0.574712643678161,0.604838709677419,0.535177975528365,0.542635658914729,0.603448275862069,0.511401557285873,0.669674185463659,0.70020964360587,0.654612159329141
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.6        0.62605042 0.60504202 0.66386555 0.59663866],0.550279329608938,0.558659217877095,0.806603773584905,0.957482993197279,0.944630872483221,0.958053691275168,0.556473829201102,0.573863636363636,0.550668081918082,0.565934065934066,0.565934065934066,0.558535214785215,0.806095638465581,0.80398322851153,0.806603773584905
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdn,32,168,200,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.54895105 0.60839161 0.54195804 0.54895105 0.53169014],0.533333333333333,0.466666666666667,0.568658280922432,0.672655811341943,0.838935574229692,0.591736694677871,0.656441717791411,0.823076923076923,0.506993006993007,0.564625850340136,0.754545454545455,0.488811188811189,0.65722615576843,0.827044025157233,0.568658280922432
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200,10, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.7        0.625      0.68067227 0.65966387 0.71848739],0.579831932773109,0.546218487394958,0.832809224318658,0.994132439228835,0.993299832495812,0.994137353433836,0.585635359116022,0.579234972677596,0.579847371396269,0.557377049180328,0.586206896551724,0.5472018089316,0.833940655908381,0.839622641509434,0.832809224318658
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65384615 0.63986014 0.65734266 0.6993007  0.64685315],0.602510460251046,0.523012552301255,0.867400419287212,0.968838526912181,0.956643356643357,0.969230769230769,0.671280276816609,0.76984126984127,0.592885236690546,0.595744680851064,0.743362831858407,0.534379828627616,0.872415532022188,0.906708595387841,0.867400419287212
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svd,40,160,200,10, low_bits_4_shifted_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68907563 0.7605042  0.75210084 0.71008403 0.71428571],0.493036211699164,0.501392757660167,0.738469601677149,0.885572139303483,0.897478991596639,0.884033613445378,0.602620087336245,0.696969696969697,0.469602860907209,0.594104308390023,0.813664596273292,0.53056967187402,0.762945368171021,0.841719077568134,0.738469601677149
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200,12, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.54861111 0.52430556 0.54545455 0.52447552 0.4965035 ],0.514767932489452,0.510548523206751,0.523060796645702,0.592192192192192,0.687587168758717,0.52649930264993,0.534412955465587,0.578947368421053,0.517115960633291,0.532258064516129,0.536585365853659,0.509520753102268,0.578703703703704,0.655136268343816,0.523060796645702
svm_model_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200,12, lab, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.71527778 0.65034965 0.6958042  0.67482517 0.69230769],0.638655462184874,0.676470588235294,0.702830188679245,0.699404761904762,0.656424581005587,0.717877094972067,0.644628099173554,0.65546218487395,0.638655462184874,0.677824267782427,0.680672268907563,0.676470588235294,0.689315068493151,0.659329140461216,0.702830188679245
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,948,316,316,0.6,0.2,0.2, [0.68421053 0.71578947 0.71052632 0.70526316 0.69148936],0.541139240506329,0.582278481012658,0.794936708860759,0.94962486602358,0.934599156118144,0.95042194092827,0.579710144927536,0.636942675159236,0.54174177783119,0.633333333333333,0.690909090909091,0.577242624924744,0.802197802197802,0.82537688442211,0.794703748333504
svm_model_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200,10, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.69166667 0.77916667 0.73333333 0.71008403 0.70588235],0.617977528089888,0.525280898876405,0.677148846960168,0.707981220657277,0.630434782608696,0.739966555183946,0.534246575342466,0.448275862068966,0.614247821144373,0.456591639871383,0.39010989010989,0.528388278388278,0.630695443645084,0.551362683438155,0.677148846960168
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200,12, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66083916 0.67132867 0.60839161 0.61888112 0.61888112],0.573221757322176,0.535564853556485,0.855345911949686,0.955974842767296,0.956643356643357,0.955944055944056,0.604651162790698,0.68421052631579,0.578105263157895,0.568093385214008,0.584,0.533228070175439,0.858170606372045,0.875262054507338,0.855345911949685
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200,8, low_bits_3, svdne,954,318,318,0.6,0.2,0.2, [0.66145833 0.65625    0.68421053 0.73684211 0.62105263],0.534591194968553,0.575471698113208,0.791194968553459,0.948475289169295,0.945492662473795,0.948637316561845,0.54320987654321,0.511627906976744,0.536635871296591,0.519572953736655,0.474025974025974,0.572378840671524,0.786632390745501,0.76214196762142,0.791490297660773
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62937063 0.61888112 0.5979021  0.63636364 0.63986014],0.502092050209205,0.573221757322176,0.838050314465409,0.938375350140056,0.937062937062937,0.938461538461538,0.540540540540541,0.578512396694215,0.501120605126768,0.610687022900763,0.677966101694915,0.574520240930102,0.841457157516675,0.859538784067086,0.838050314465409
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.50526316 0.48947368 0.5        0.50526316 0.5       ],0.484177215189874,0.45253164556962,0.785082174462705,0.995798319327731,0.997894736842105,0.99578947368421,0.43205574912892,0.436619718309859,0.479804112028493,0.440129449838188,0.393063583815029,0.458769554145277,0.780361757105943,0.764556962025316,0.785056258790436
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.6875     0.64166667 0.68907563 0.67647059 0.73529412],0.610644257703081,0.57703081232493,0.827044025157233,0.965928449744463,0.949748743718593,0.966499162479062,0.629333333333333,0.662921348314607,0.610790283095851,0.603674540682415,0.642458100558659,0.57684702780742,0.829015544041451,0.838574423480084,0.827044025157233
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200,12, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.60069444 0.63286713 0.55944056 0.66783217 0.65384615],0.533613445378151,0.596638655462185,0.870020964360587,0.971348707197764,0.970670391061452,0.971368715083799,0.473933649289099,0.403225806451613,0.53933220147142,0.52,0.456140350877193,0.590973401245048,0.865363735070575,0.835429769392034,0.870020964360587
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.7125     0.6625     0.63445378 0.70588235 0.66386555],0.540616246498599,0.523809523809524,0.817085953878407,0.987363100252738,0.981574539363484,0.987437185929648,0.561497326203209,0.621301775147929,0.544693440765454,0.566326530612245,0.590425531914894,0.520064836963364,0.821300563236047,0.840670859538784,0.817085953878407
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svd,40,160,200,10, low_bits_4_shifted_2, svd,1188,396,396,0.6,0.2,0.2, [0.73109244 0.72268908 0.68487395 0.69747899 0.70338983],0.552777777777778,0.569444444444444,0.789308176100629,0.927118644067796,0.920875420875421,0.927609427609428,0.530612244897959,0.51123595505618,0.552321274231386,0.531722054380665,0.483516483516483,0.5704099271515,0.783171521035599,0.761006289308176,0.789308176100629
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.67708333 0.60526316 0.65789474 0.6        0.63157895],0.564668769716088,0.602523659305994,0.795712484237074,0.937238493723849,0.941176470588235,0.936974789915966,0.560509554140127,0.571428571428571,0.564855390008764,0.631578947368421,0.666666666666667,0.601075268817204,0.799007444168734,0.813131313131313,0.79573442230873
ensemble_model_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200,10, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75833333 0.675      0.6625     0.71428571 0.67226891],0.637640449438202,0.617977528089888,0.80293501048218,0.907112970711297,0.906354515050167,0.907190635451505,0.598130841121495,0.527472527472527,0.640173045345459,0.569620253164557,0.517241379310345,0.61576354679803,0.794759825327511,0.763102725366876,0.80293501048218
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200,10, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.68487395 0.68907563 0.71428571 0.67647059 0.68487395],0.590529247910864,0.537604456824513,0.768867924528302,0.889081455805892,0.86218487394958,0.892436974789916,0.608,0.633333333333333,0.590409683426443,0.50887573964497,0.480446927374302,0.537445685909373,0.763792179967863,0.747379454926625,0.768867924528302
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63541667 0.62587413 0.61538462 0.62587413 0.59090909],0.57563025210084,0.508403361344538,0.827044025157233,0.921896792189679,0.923184357541899,0.921787709497207,0.580912863070539,0.593220338983051,0.575776836158192,0.558490566037736,0.616666666666667,0.507485875706215,0.829896907216495,0.843815513626834,0.827044025157233
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200,8, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.67708333 0.64736842 0.68947368 0.64736842 0.7       ],0.495268138801262,0.583596214511041,0.71374527112232,0.830188679245283,0.831932773109244,0.829831932773109,0.49685534591195,0.52317880794702,0.496529163009654,0.56,0.538461538461538,0.582895365504061,0.711195928753181,0.713920817369093,0.713747457252417
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.64335664 0.62587413 0.64335664 0.62237762 0.66549296],0.604166666666667,0.554166666666667,0.860587002096436,0.955056179775281,0.952380952380952,0.955182072829131,0.59915611814346,0.586776859504132,0.604312799499965,0.566801619433198,0.588235294117647,0.55444822557122,0.860587002096436,0.860587002096436,0.860587002096436
ensemble_model_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200,12, lab, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.67708333 0.65625    0.71180556 0.74305556 0.7027972 ],0.617021276595745,0.595744680851064,0.861635220125786,0.944639103013315,0.937413073713491,0.945062586926286,0.587155963302752,0.503937007874016,0.626968503937008,0.581497797356828,0.611111111111111,0.596894138232721,0.858974358974359,0.842767295597484,0.861635220125786
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.48951049 0.57692308 0.52797203 0.52447552 0.50704225],0.533333333333333,0.545833333333333,0.884171907756813,1,1,1,0.552,0.6,0.536,0.543933054393306,0.52,0.54695652173913,0.88471570161711,0.888888888888889,0.884171907756813
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdn,32,168,200,12, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.54195804 0.55594406 0.46503497 0.56293706 0.55633803],0.595833333333333,0.525,0.882599580712788,0.990838618745596,0.984593837535014,0.990896358543417,0.625482625482625,0.686440677966101,0.597318699638789,0.5546875,0.581967213114754,0.524034454015004,0.884177869700103,0.896226415094339,0.882599580712788
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.51736111 0.53496503 0.53146853 0.52797203 0.55244755],0.483193277310924,0.512605042016807,0.874737945492663,1,1,1,0.476595744680851,0.474576271186441,0.483121468926554,0.516666666666667,0.516666666666667,0.512570621468927,0.874672260094389,0.874213836477987,0.874737945492663
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.5979021  0.61188811 0.60839161 0.5979021  0.6443662 ],0.6125,0.6125,0.882599580712788,0.973125884016973,0.96358543417367,0.973389355742297,0.629482071713147,0.642276422764228,0.611736501980404,0.604255319148936,0.606837606837607,0.612361892849698,0.882105263157895,0.878406708595388,0.882599580712788
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200,8, low_bits_2, svdne,948,316,316,0.6,0.2,0.2, [0.63157895 0.56842105 0.58421053 0.57894737 0.56914894],0.566455696202532,0.563291139240506,0.825949367088607,1,1,1,0.570532915360502,0.579617834394904,0.56653847694588,0.560509554140127,0.586666666666667,0.564417670682731,0.826059456040481,0.836107554417414,0.826063789724351
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200,10, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5875     0.49166667 0.52916667 0.52083333 0.56302521],0.529577464788732,0.538028169014084,0.595911949685535,0.638752052545156,0.649415692821369,0.632721202003339,0.48297213622291,0.478527607361963,0.525722137014315,0.551912568306011,0.526041666666667,0.539094452965235,0.595700052438385,0.59538784067086,0.595911949685535
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,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.69583333 0.6625     0.75       0.64583333 0.63865546],0.546478873239437,0.549295774647887,0.790356394129979,0.933891213389121,0.931552587646077,0.934056761268781,0.602469135802469,0.689265536723164,0.546879959372818,0.605911330049261,0.691011235955056,0.548895448486003,0.800598205383848,0.841719077568134,0.790356394129979
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200,10, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.57142857 0.56302521 0.55042017 0.53781513 0.56722689],0.512534818941504,0.481894150417827,0.617924528301887,0.691275167785235,0.692436974789916,0.690756302521008,0.545454545454546,0.558510638297872,0.51024947119572,0.456140350877193,0.456140350877193,0.480729749906682,0.620114643043252,0.623689727463312,0.617924528301887
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.6302521  0.59243697 0.62184874 0.63865546 0.63135593],0.569444444444444,0.483333333333333,0.69811320754717,0.796183868169991,0.772727272727273,0.802188552188552,0.582210242587601,0.606741573033708,0.56985430300037,0.502673796791444,0.516483516483517,0.482960859365354,0.696522655426765,0.692872117400419,0.69811320754717
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [0.7        0.67916667 0.68067227 0.71428571 0.71428571],0.619047619047619,0.585434173669468,0.807651991614256,0.930075821398484,0.92462311557789,0.930485762144054,0.613636363636364,0.603351955307263,0.61909170799071,0.588888888888889,0.595505617977528,0.585462306195468,0.806740389678778,0.80293501048218,0.807651991614256
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200,10, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.65       0.6625     0.66666667 0.59663866 0.66386555],0.564606741573034,0.617977528089888,0.835429769392034,0.980425531914893,0.963210702341137,0.980769230769231,0.534534534534534,0.494444444444444,0.56540404040404,0.613636363636364,0.613636363636364,0.617929292929293,0.831182795698925,0.810272536687631,0.835429769392034
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.54513889 0.57986111 0.56293706 0.65034965 0.6048951 ],0.578059071729958,0.556962025316456,0.849056603773585,0.941590429275158,0.933054393305439,0.942119944211994,0.56140350877193,0.576576576576577,0.577970827970828,0.58498023715415,0.587301587301587,0.554912054912055,0.848580441640378,0.845911949685535,0.849056603773585
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200, zones, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.67482517 0.70629371 0.74475524 0.68531469 0.67605634],0.604166666666667,0.654166666666667,0.838574423480084,0.908579465541491,0.904761904761905,0.908963585434173,0.536585365853659,0.46218487394958,0.602993263421071,0.652719665271966,0.644628099173554,0.654246822696021,0.834941050375134,0.816561844863732,0.838574423480084
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.56597222 0.61805556 0.61888112 0.6048951  0.63986014],0.641350210970464,0.637130801687764,0.885744234800839,0.967109867039888,0.963737796373779,0.967224546722455,0.679245283018868,0.708661417322835,0.636148890479599,0.656,0.745454545454545,0.644380816034359,0.887860082304527,0.90461215932914,0.885744234800839
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.60416667 0.61578947 0.58947368 0.62631579 0.61578947],0.596214511041009,0.545741324921136,0.805800756620429,0.961783439490446,0.951680672268908,0.96218487394958,0.564625850340136,0.542483660130719,0.594412561772677,0.547169811320755,0.527272727272727,0.546531100478469,0.801801801801802,0.78463476070529,0.805827481362746
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.56993007 0.53146853 0.5034965  0.53873239],0.495833333333333,0.529166666666667,0.570754716981132,0.596829772570641,0.606442577030812,0.590336134453781,0.543396226415094,0.585365853658537,0.493537627683969,0.560311284046693,0.615384615384615,0.531269543464665,0.584896097313735,0.604821802935011,0.570754716981132
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.50694444 0.54545455 0.51748252 0.55244755 0.53146853],0.554621848739496,0.546218487394958,0.885220125786164,0.996505939902166,0.995810055865922,0.996508379888268,0.526785714285714,0.504273504273504,0.553789644698736,0.530434782608696,0.504132231404959,0.546937910574274,0.883819628647215,0.873165618448637,0.885220125786164
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,1428,476,476,0.6,0.2,0.2, [0.57342657 0.49300699 0.56643357 0.55244755 0.51408451],0.520833333333333,0.475,0.858490566037736,0.979649122807018,0.977591036414566,0.9796918767507,0.497816593886463,0.459677419354839,0.522942157953281,0.442477876106195,0.431034482758621,0.473581757508342,0.856382978723404,0.843815513626834,0.858490566037736
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.51048951 0.51048951 0.53496503 0.51048951 0.55633803],0.458333333333333,0.475,0.863207547169811,0.996496145760336,0.995798319327731,0.996498599439776,0.444444444444444,0.433333333333333,0.458333333333333,0.491935483870968,0.508333333333333,0.475,0.863279203771608,0.863731656184486,0.863207547169811
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdn,40,160,200,10, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.55462185 0.55462185 0.56302521 0.57983193 0.5720339 ],0.519444444444444,0.505555555555556,0.551362683438155,0.690374003678725,0.947811447811448,0.574915824915825,0.675422138836773,0.994475138121547,0.516790641686472,0.662878787878788,0.977653631284916,0.508163832217044,0.682020802377415,0.962264150943396,0.551362683438155
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200,10, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.52521008 0.5210084  0.52941176 0.55462185 0.55932203],0.525,0.491666666666667,0.814465408805031,1,1,1,0.507204610951009,0.508670520231214,0.524388736051436,0.498630136986301,0.486631016042781,0.491870421316188,0.813684210526316,0.810272536687631,0.814465408805031
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.54513889 0.54513889 0.56643357 0.5034965  0.53496503],0.523206751054852,0.50210970464135,0.567085953878407,0.506224066390042,0.425383542538354,0.585076708507671,0.420512820512821,0.366071428571429,0.515035714285714,0.427184466019418,0.352,0.510821428571429,0.485678704856787,0.408805031446541,0.567085953878407
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200,10, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.64705882 0.59243697 0.60504202 0.61344538 0.68220339],0.594444444444444,0.613888888888889,0.825995807127883,0.960270498732037,0.956228956228956,0.96043771043771,0.625641025641026,0.689265536723164,0.595998888580161,0.655086848635236,0.721311475409836,0.612068167083449,0.831983805668016,0.861635220125786,0.825995807127883
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200,10, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.5375     0.57142857 0.56722689 0.55462185 0.49579832],0.511173184357542,0.513966480446927,0.817085953878407,1,1,1,0.533333333333333,0.564971751412429,0.511767643662016,0.556122448979592,0.602209944751381,0.512969379155352,0.821847881572231,0.843815513626834,0.817085953878407
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.61344538 0.68907563 0.6512605  0.68067227 0.67647059],0.593314763231198,0.562674094707521,0.809748427672956,0.949066213921902,0.939495798319328,0.949579831932773,0.587570621468927,0.597701149425287,0.593445169307238,0.594315245478036,0.621621621621622,0.560810810810811,0.810838978634706,0.815513626834382,0.809748427672956
svm_model_N40_B160_E200_nb_zones_12_lab_svd,40,160,200,12, lab, svd,1428,476,476,0.6,0.2,0.2, [0.72727273 0.6958042  0.65734266 0.71678322 0.69014085],0.629166666666667,0.645833333333333,0.713312368972746,0.712413261372398,0.647058823529412,0.738795518207283,0.650980392156863,0.664,0.627652173913044,0.65587044534413,0.704347826086957,0.648173913043478,0.695942190105614,0.656184486373166,0.713312368972746
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.64285714 0.57983193 0.63445378 0.63445378 0.63865546],0.64066852367688,0.579387186629526,0.64937106918239,0.660854402789887,0.636974789915966,0.673109243697479,0.652291105121294,0.6875,0.641564207650273,0.609819121447028,0.644808743169399,0.578086189766518,0.648818897637795,0.647798742138365,0.64937106918239
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,1428,476,476,0.6,0.2,0.2, [0.59440559 0.55594406 0.58391608 0.56293706 0.56338028],0.591666666666667,0.566666666666667,0.876310272536688,0.976421636615811,0.985994397759104,0.976190476190476,0.59504132231405,0.576,0.592347826086957,0.531531531531531,0.51304347826087,0.564521739130435,0.876180482686254,0.875262054507338,0.876310272536688
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200,12, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66433566 0.65734266 0.61888112 0.63986014 0.63986014],0.564853556485356,0.631799163179916,0.682389937106918,0.675039246467818,0.601398601398601,0.71048951048951,0.559322033898305,0.507692307692308,0.570359915314044,0.603603603603604,0.614678899082569,0.630416372618207,0.650115473441109,0.590146750524109,0.682389937106918
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdne,32,168,200,12, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.59722222 0.59090909 0.63286713 0.6013986  0.58741259],0.542016806722689,0.579831932773109,0.615828092243187,0.657068062827225,0.701117318435754,0.634078212290503,0.572549019607843,0.59349593495935,0.54022622834924,0.568965517241379,0.573913043478261,0.579639448568399,0.636228287841191,0.671907756813417,0.615828092243187
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.64285714 0.62184874 0.6302521  0.63445378 0.65254237],0.530555555555556,0.536111111111111,0.799266247379455,0.959931798806479,0.947811447811448,0.96043771043771,0.602352941176471,0.703296703296703,0.528614643783183,0.607058823529412,0.724719101123595,0.538183726385974,0.810677212061295,0.859538784067086,0.799266247379455
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdn,40,160,200,10, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.525      0.57083333 0.55882353 0.49579832 0.55462185],0.504201680672269,0.478991596638655,0.808700209643606,0.998324958123953,0.998324958123953,0.998324958123953,0.551898734177215,0.598901098901099,0.502307692307692,0.5,0.531428571428571,0.48,0.813870474247833,0.836477987421384,0.808700209643606
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200,12, low_bits_5, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.63194444 0.63541667 0.6875     0.62237762 0.63636364],0.478813559322034,0.572033898305085,0.752620545073375,0.819505094614265,0.784122562674095,0.827298050139276,0.493827160493827,0.48,0.478738738738739,0.525821596244132,0.504504504504504,0.568252252252252,0.74207650273224,0.711740041928721,0.752620545073375
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200,12, low_bits_4, svdn,1434,478,478,0.6,0.2,0.2, [0.56944444 0.55555556 0.5        0.52447552 0.5       ],0.518987341772152,0.514767932489452,0.879979035639413,1,1,1,0.536585365853658,0.528,0.518464285714286,0.465116279069768,0.446428571428571,0.511214285714286,0.879155672823219,0.873165618448637,0.879979035639413
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.5625     0.49166667 0.53333333 0.55833333 0.57142857],0.523943661971831,0.501408450704225,0.816561844863732,0.996672212978369,1,0.996661101836394,0.507288629737609,0.514792899408284,0.523525481962207,0.547314578005115,0.575268817204301,0.497693580199784,0.819214876033058,0.831236897274633,0.816561844863732
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,1188,396,396,0.6,0.2,0.2, [0.49579832 0.56302521 0.48739496 0.53781513 0.50423729],0.472222222222222,0.525,0.809748427672956,0.998316498316498,0.998316498316498,0.998316498316498,0.510309278350516,0.543956043956044,0.471416224225213,0.539083557951482,0.561797752808989,0.525404370909989,0.813559322033898,0.830188679245283,0.809748427672956
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200,10, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50420168 0.55462185 0.50840336 0.55462185 0.5210084 ],0.515320334261838,0.50974930362117,0.743710691823899,0.884647302904564,0.895798319327731,0.883193277310924,0.524590163934426,0.536312849162011,0.515378646803228,0.529411764705882,0.55,0.50963687150838,0.748586118251928,0.763102725366876,0.743710691823899
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.48251748 0.52797203 0.53146853 0.52112676],0.566666666666667,0.525,0.885744234800839,1,1,1,0.555555555555556,0.5078125,0.570870535714286,0.491071428571429,0.491071428571429,0.522879464285714,0.88441145281018,0.874213836477987,0.885744234800839
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200,10, low_bits_2, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.63865546 0.67226891 0.63865546 0.62184874 0.58403361],0.579387186629526,0.629526462395543,0.815513626834382,0.943801652892562,0.959663865546218,0.942857142857143,0.535384615384615,0.494318181818182,0.577760183805266,0.639566395663957,0.644808743169399,0.629222553402881,0.815126050420168,0.813417190775681,0.815513626834382
ensemble_model_N40_B160_E200_nb_zones_12_lab_svd,40,160,200,12, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68402778 0.70979021 0.68181818 0.66083916 0.76573427],0.621848739495798,0.621848739495798,0.840146750524109,0.909485879797248,0.877094972067039,0.912709497206704,0.575471698113207,0.516949152542373,0.620974576271186,0.579439252336449,0.516666666666667,0.62274011299435,0.831211953514112,0.787211740041929,0.840146750524109
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200,12, low_bits_6, svdne,1428,476,476,0.6,0.2,0.2, [0.67132867 0.65034965 0.68181818 0.65384615 0.64084507],0.554166666666667,0.5875,0.875262054507338,0.977559607293128,0.976190476190476,0.977591036414566,0.467661691542289,0.382113821138211,0.558578278090473,0.459016393442623,0.358974358974359,0.581926203877423,0.868508287292818,0.823899371069182,0.875262054507338
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.68333333 0.71428571 0.71428571 0.69747899 0.67226891],0.513966480446927,0.525139664804469,0.685534591194968,0.746031746031746,0.630872483221476,0.785234899328859,0.5,0.486033519553073,0.513966480446927,0.475308641975309,0.430167597765363,0.525139664804469,0.642857142857143,0.566037735849057,0.685534591194969
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200,10, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.67916667 0.68067227 0.66386555 0.67226891 0.68487395],0.558659217877095,0.611731843575419,0.659329140461216,0.690622261174408,0.661073825503356,0.703859060402684,0.535294117647059,0.52,0.557814207650273,0.617079889807163,0.612021857923497,0.611725214676034,0.647505422993492,0.625786163522013,0.659329140461216
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdne,32,168,200,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.66319444 0.66666667 0.6958042  0.70629371 0.68181818],0.49789029535865,0.443037974683544,0.840670859538784,0.962649753347428,0.95258019525802,0.963040446304045,0.529644268774703,0.598214285714286,0.503107142857143,0.531914893617021,0.6,0.433928571428571,0.844421699078813,0.864779874213837,0.840670859538784
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200,10, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.52083333 0.55833333 0.49166667 0.53781513 0.55462185],0.51685393258427,0.567415730337079,0.575471698113208,0.538167938931298,0.471571906354515,0.595317725752508,0.475609756097561,0.414893617021277,0.522922998986829,0.483221476510067,0.428571428571429,0.560030395136778,0.516129032258065,0.452830188679245,0.575471698113208
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,1194,398,398,0.6,0.2,0.2, [0.56666667 0.57083333 0.55462185 0.62605042 0.50840336],0.551820728291317,0.509803921568627,0.814465408805031,0.984047019311503,0.981574539363484,0.984087102177554,0.550561797752809,0.550561797752809,0.551817211725566,0.507042253521127,0.502793296089386,0.509823614336827,0.813880126182965,0.811320754716981,0.814465408805031
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.52447552 0.53146853 0.54195804 0.5034965  0.50352113],0.4625,0.529166666666667,0.873165618448637,1,1,1,0.451063829787234,0.441666666666667,0.4625,0.519148936170213,0.508333333333333,0.529166666666667,0.872497365648051,0.867924528301887,0.873165618448637
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200,12, low_bits_5, svdne,1440,480,480,0.6,0.2,0.2, [0.6875     0.64583333 0.66319444 0.63888889 0.63194444],0.512820512820513,0.512820512820513,0.873165618448637,0.990264255910987,0.988888888888889,0.990277777777778,0.504347826086956,0.504347826086956,0.51267811472415,0.516949152542373,0.512605042016807,0.512824260138838,0.872899159663866,0.871069182389937,0.873165618448637
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200,10, low_bits_4, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.45798319 0.54621849 0.59243697 0.51271186],0.513888888888889,0.483333333333333,0.810796645702306,1,1,1,0.55012853470437,0.591160220994475,0.513457205469305,0.471590909090909,0.463687150837989,0.483224790888608,0.812856402280974,0.821802935010482,0.810796645702306
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,1200,400,400,0.6,0.2,0.2, [0.6625     0.65833333 0.62083333 0.6125     0.625     ],0.528248587570621,0.587570621468927,0.829140461215933,0.989193682460515,0.991666666666667,0.989166666666667,0.48297213622291,0.458823529411765,0.525607416879795,0.575581395348837,0.538043478260869,0.589609974424552,0.825668449197861,0.809224318658281,0.829140461215933
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.53125    0.47202797 0.47552448 0.51748252 0.52447552],0.478991596638655,0.453781512605042,0.866876310272536,1,1,1,0.456140350877193,0.468468468468469,0.478328722423211,0.453781512605042,0.425196850393701,0.455841668440094,0.866174920969442,0.861635220125786,0.866876310272536
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.54195804 0.46503497 0.5        0.47552448 0.50699301],0.518828451882845,0.497907949790795,0.872117400419287,0.99370188943317,0.993006993006993,0.993706293706294,0.545454545454545,0.570247933884297,0.518174814399776,0.504132231404959,0.516949152542373,0.49814399775879,0.873180873180873,0.880503144654088,0.872117400419287
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200,10, low_bits_6, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.69327731 0.68487395 0.65546218 0.68907563 0.62605042],0.576601671309192,0.593314763231198,0.828616352201258,0.975609756097561,0.974789915966386,0.97563025210084,0.608247422680412,0.670454545454545,0.578396671634376,0.625641025641026,0.666666666666667,0.591856060606061,0.83375699034062,0.859538784067086,0.828616352201258
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200,10, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.70416667 0.70168067 0.65966387 0.73109244 0.66386555],0.511173184357542,0.564245810055866,0.813941299790356,0.979661016949152,0.969798657718121,0.97986577181208,0.582338902147971,0.681564245810056,0.511173184357542,0.625,0.726256983240223,0.564245810055866,0.823821339950372,0.870020964360587,0.813941299790356
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdne,40,160,200,10, low_bits_4_shifted_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.66806723 0.64285714 0.71848739 0.62184874 0.6302521 ],0.562674094707521,0.526462395543176,0.691299790356394,0.771378708551483,0.742857142857143,0.779831932773109,0.581333333333333,0.615819209039548,0.563404110014279,0.559585492227979,0.593406593406593,0.525516856025331,0.691137912952281,0.690775681341719,0.691299790356394
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svd,40,160,200, zones, lab, svd,1428,476,476,0.6,0.2,0.2, [0.72377622 0.68531469 0.68531469 0.69230769 0.70774648],0.591666666666667,0.629166666666667,0.839622641509434,0.916373858046381,0.913165266106443,0.916666666666667,0.657342657342657,0.783333333333333,0.591666666666667,0.689895470383275,0.825,0.629166666666667,0.846693386773547,0.885744234800839,0.839622641509434
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.61188811 0.63986014 0.67832168 0.63636364 0.64335664],0.606694560669456,0.543933054393305,0.862159329140461,0.957627118644068,0.948251748251748,0.958041958041958,0.587719298245614,0.553719008264463,0.607367978708503,0.511210762331838,0.483050847457627,0.543178316290797,0.859132297803964,0.840670859538784,0.862159329140461
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200,10, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.54201681 0.55042017 0.54201681 0.53361345 0.52542373],0.513888888888889,0.494444444444444,0.812368972746331,0.999158957106812,1,0.999158249158249,0.515235457063712,0.49468085106383,0.514782285997031,0.473988439306358,0.476744186046512,0.493691241959426,0.811181434599156,0.806079664570231,0.812368972746331
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,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.64583333 0.66783217 0.62237762 0.64685315 0.62587413],0.558823529411765,0.554621848739496,0.871069182389937,0.975404075895994,0.96927374301676,0.975558659217877,0.533333333333333,0.504201680672269,0.558823529411765,0.518181818181818,0.478991596638655,0.554621848739496,0.86830835117773,0.850104821802935,0.871069182389937
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.67013889 0.63636364 0.62587413 0.65034965 0.67482517],0.53781512605042,0.550420168067227,0.85272536687631,0.954992967651195,0.948324022346369,0.955307262569832,0.573643410852713,0.611570247933884,0.536554354736173,0.577075098814229,0.623931623931624,0.551635233453415,0.85463010863942,0.865828092243187,0.85272536687631
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.45378151 0.53361345 0.54621849 0.49159664 0.52521008],0.493036211699164,0.481894150417827,0.803459119496855,0.994122586062133,0.994957983193277,0.994117647058824,0.458333333333333,0.44,0.491739130434783,0.489010989010989,0.483695652173913,0.481847826086957,0.801692226335272,0.794549266247379,0.803459119496855
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200,12, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.48958333 0.51388889 0.5034965  0.50699301 0.52447552],0.459915611814346,0.489451476793249,0.869496855345912,1,1,1,0.452991452991453,0.456896551724138,0.459853234539755,0.53639846743295,0.578512396694215,0.487532060416073,0.870917573872473,0.880503144654088,0.869496855345912
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.55042017 0.53361345 0.55462185 0.50420168 0.55462185],0.476323119777159,0.467966573816156,0.721698113207547,0.872696817420435,0.87563025210084,0.872268907563025,0.515463917525773,0.531914893617021,0.473559785989797,0.473829201101928,0.502923976608187,0.469547094687072,0.726992287917738,0.741090146750524,0.721698113207547
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200,12, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.68181818 0.67132867 0.59440559 0.63986014 0.68661972],0.525,0.591666666666667,0.686058700209644,0.743538767395626,0.785714285714286,0.728991596638655,0.614864864864865,0.745901639344262,0.521255904417894,0.647482014388489,0.76271186440678,0.59447068630175,0.71243398943831,0.777777777777778,0.686058700209644
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.60084034 0.66806723 0.65546218 0.68067227 0.72033898],0.575,0.594444444444444,0.806079664570231,0.940084388185654,0.937710437710438,0.94023569023569,0.598425196850394,0.640449438202247,0.575719224595629,0.619791666666667,0.653846153846154,0.593777009507347,0.81025641025641,0.828092243186583,0.806079664570231
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.73333333 0.70588235 0.71008403 0.68487395 0.71428571],0.533519553072626,0.558659217877095,0.79664570230608,0.946107784431138,0.927852348993289,0.947147651006712,0.513119533527697,0.458333333333333,0.539407630522088,0.469798657718121,0.421686746987952,0.549385040160643,0.785635359116022,0.745283018867924,0.79664570230608
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdne,40,160,200,10, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [0.67083333 0.74166667 0.71848739 0.68487395 0.69747899],0.49859943977591,0.554621848739496,0.80293501048218,0.968013468013468,0.963149078726968,0.968174204355109,0.544529262086514,0.591160220994475,0.497284655951783,0.566757493188011,0.590909090909091,0.555123053741838,0.806981519507187,0.823899371069182,0.80293501048218
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200,12, low_bits_3, svdne,1440,480,480,0.6,0.2,0.2, [0.61111111 0.58680556 0.71527778 0.64583333 0.60416667],0.512820512820513,0.542735042735043,0.715932914046122,0.776617954070981,0.775,0.777083333333333,0.467289719626168,0.434782608695652,0.51150895140665,0.506912442396313,0.46218487394958,0.54413591523566,0.709850107066381,0.694968553459119,0.715932914046122
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.45       0.47058824 0.5        0.48319328],0.529411764705882,0.49859943977591,0.811320754716981,0.98904802021904,0.983249581239531,0.989112227805695,0.540983606557377,0.553072625698324,0.529345301613207,0.520107238605898,0.544943820224719,0.498728893352583,0.813084112149533,0.820754716981132,0.811320754716981
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.67083333 0.70416667 0.69747899 0.66386555 0.74789916],0.560224089635854,0.551820728291317,0.774633123689728,0.902670111972438,0.877721943048576,0.90536013400335,0.560224089635854,0.564971751412429,0.560263653483993,0.565217391304348,0.577777777777778,0.551600753295668,0.772004241781548,0.763102725366876,0.774633123689728
svm_model_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200,12, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.48263889 0.46180556 0.53472222 0.52430556 0.52097902],0.485106382978723,0.48936170212766,0.873689727463312,1,1,1,0.48068669527897,0.470588235294118,0.485294117647059,0.504132231404959,0.525862068965517,0.48982179078528,0.87401986408782,0.876310272536688,0.873689727463312
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200,10, low_bits_2, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.5210084  0.47058824 0.53781513 0.54621849 0.51260504],0.49025069637883,0.493036211699164,0.808700209643606,1,1,1,0.498630136986301,0.491891891891892,0.490198819509164,0.485875706214689,0.494252873563218,0.493072382727555,0.808800419067575,0.809224318658281,0.808700209643606
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,1194,398,398,0.6,0.2,0.2, [0.70833333 0.7        0.71008403 0.7394958  0.68067227],0.507002801120448,0.512605042016807,0.790880503144654,0.958719460825611,0.953098827470687,0.958961474036851,0.564356435643564,0.612903225806452,0.502358045651764,0.513966480446927,0.538011695906433,0.513629503867195,0.795279630579785,0.812368972746331,0.790880503144654
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200,12, low_bits_4, svdne,1434,478,478,0.6,0.2,0.2, [0.59722222 0.65625    0.62587413 0.65034965 0.65034965],0.632911392405063,0.565400843881857,0.873689727463312,0.964410327983252,0.963737796373779,0.964435146443515,0.623376623376623,0.605042016806723,0.633029482979633,0.542222222222222,0.516949152542373,0.565197265346817,0.872419269454738,0.863731656184486,0.873689727463312
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.50699301 0.53146853 0.5034965  0.55244755 0.54195804],0.489539748953975,0.510460251046025,0.871069182389937,0.995108315863033,0.995804195804196,0.995104895104895,0.504065040650407,0.5,0.489130434782609,0.502127659574468,0.51304347826087,0.510553997194951,0.871338912133891,0.873165618448637,0.871069182389937
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200,12, low_bits_6, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.59090909 0.64335664 0.62237762 0.65384615 0.68181818],0.598326359832636,0.661087866108787,0.689203354297694,0.668261562998405,0.586013986013986,0.709090909090909,0.555555555555556,0.48,0.604035087719298,0.597014925373134,0.526315789473684,0.655157894736842,0.645122681029324,0.564989517819707,0.689203354297694
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200,10, low_bits_3, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.67647059 0.55042017 0.66386555 0.6302521  0.60084034],0.565459610027855,0.54874651810585,0.709119496855346,0.799322607959356,0.79327731092437,0.800840336134454,0.61,0.635416666666667,0.560223303393214,0.562162162162162,0.622754491017964,0.553564745508982,0.715530497180933,0.731656184486373,0.709119496855346
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200,12, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.6958042  0.70629371 0.70629371 0.67132867 0.65140845],0.620833333333333,0.65,0.767819706498952,0.803230543318649,0.766106442577031,0.812324929971989,0.653992395437262,0.735042735042735,0.623618928496977,0.676923076923077,0.715447154471545,0.648321867834063,0.76498673740053,0.755765199161426,0.767819706498952
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200,10, low_bits_4, svdne,1194,398,398,0.6,0.2,0.2, [0.6625     0.65       0.65966387 0.64705882 0.64705882],0.543417366946779,0.593837535014006,0.810272536687631,0.953767123287671,0.932998324958124,0.954773869346734,0.591478696741855,0.690058479532164,0.549330315034899,0.645476772616137,0.709677419354839,0.58875683833239,0.816801619433198,0.845911949685535,0.810272536687631
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.68402778 0.65734266 0.61888112 0.62587413],0.49789029535865,0.523206751054852,0.820754716981132,0.922425952045134,0.912133891213389,0.923291492329149,0.480349344978166,0.46218487394958,0.498041589517163,0.546184738955823,0.576271186440678,0.523429710867398,0.819620253164557,0.814465408805031,0.820754716981132
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.52521008 0.52941176 0.48739496 0.56302521 0.50423729],0.527777777777778,0.488888888888889,0.810796645702306,0.994092827004219,0.991582491582492,0.994107744107744,0.508670520231214,0.523809523809524,0.527529761904762,0.488888888888889,0.458333333333333,0.491071428571429,0.809095716552089,0.80188679245283,0.810796645702306
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200,12, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.49300699 0.53496503 0.51048951 0.54895105 0.52816901],0.504166666666667,0.5375,0.879454926624738,1,1,1,0.502092050209205,0.487804878048781,0.504586199708151,0.550607287449393,0.581196581196581,0.538565770273087,0.879832810867294,0.882599580712788,0.879454926624738
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.65277778 0.6048951  0.63286713 0.63986014 0.65384615],0.5,0.529411764705882,0.834905660377359,0.941666666666667,0.946927374301676,0.941340782122905,0.502092050209205,0.487804878048781,0.500424178154825,0.476635514018692,0.443478260869565,0.52661717921527,0.833597464342314,0.827044025157233,0.834905660377359
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200,10, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.58823529 0.61344538 0.60084034 0.64285714 0.59745763],0.569444444444444,0.602777777777778,0.818134171907757,0.958649789029536,0.956228956228956,0.958754208754209,0.631828978622328,0.755681818181818,0.573493083003953,0.675736961451247,0.809782608695652,0.598073122529644,0.830483634587201,0.890985324947589,0.818134171907757
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svd,40,160,200,12, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.67013889 0.62152778 0.65734266 0.64685315 0.62937063],0.637130801687764,0.641350210970464,0.691299790356394,0.714870395634379,0.730822873082287,0.708507670850767,0.641666666666667,0.620967741935484,0.637917499286326,0.647302904564315,0.690265486725664,0.643519840137025,0.697483307652799,0.711740041928721,0.691299790356394
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.67083333 0.675      0.73333333 0.63333333 0.64285714],0.543661971830986,0.557746478873239,0.80188679245283,0.951199338296112,0.959933222036728,0.950751252086811,0.564516129032258,0.538461538461538,0.544230769230769,0.547550432276657,0.59375,0.560977564102564,0.803941908713693,0.812368972746331,0.80188679245283
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200,12, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.57692308 0.59090909 0.6048951  0.61888112 0.65492958],0.595833333333333,0.620833333333333,0.746331236897275,0.795297372060858,0.80532212885154,0.792717086834734,0.597510373443984,0.615384615384615,0.596310193871169,0.612765957446809,0.585365853658537,0.621742755889097,0.748178980228928,0.753668763102725,0.746331236897274
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200,12, low_bits_6, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.6875     0.65384615 0.64335664 0.61538462 0.7027972 ],0.630252100840336,0.617647058823529,0.867400419287212,0.948965517241379,0.960893854748603,0.948324022346369,0.596330275229358,0.524193548387097,0.634903791737408,0.572769953051643,0.535087719298246,0.61431805319751,0.865497076023392,0.853249475890985,0.867400419287212
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200,12, low_bits_5, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66083916 0.71328671 0.72727273 0.6993007  0.70629371],0.627615062761506,0.548117154811716,0.861635220125786,0.952448545067424,0.938461538461538,0.953146853146853,0.565853658536585,0.522522522522523,0.620636261261261,0.509090909090909,0.4375,0.556587837837838,0.856052344601963,0.822851153039832,0.861635220125786
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.65972222 0.64583333 0.59440559 0.61188811 0.66083916],0.582278481012658,0.556962025316456,0.825471698113208,0.909600560616678,0.905160390516039,0.910041841004184,0.614785992217899,0.663865546218487,0.581932773109244,0.606741573033708,0.686440677966101,0.557506053268765,0.82931829830856,0.848008385744235,0.825471698113208
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200,10, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.62916667 0.625      0.64285714 0.66386555 0.60084034],0.560224089635854,0.593837535014006,0.714360587002096,0.79766860949209,0.802345058626466,0.796482412060302,0.478405315614618,0.389189189189189,0.566687617850409,0.505119453924915,0.430232558139535,0.58808925204274,0.696378830083566,0.655136268343816,0.714360587002096
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,1188,396,396,0.6,0.2,0.2, [0.65546218 0.61344538 0.63865546 0.63445378 0.66949153],0.552777777777778,0.591666666666667,0.797169811320755,0.933445661331087,0.932659932659933,0.933501683501683,0.588235294117647,0.631868131868132,0.551889122113841,0.624040920716113,0.685393258426966,0.592696629213483,0.803453529710513,0.829140461215933,0.797169811320755
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svd,40,160,200,12, low_bits_4_shifted_2, svd,1428,476,476,0.6,0.2,0.2, [0.67482517 0.65734266 0.63986014 0.63986014 0.67605634],0.616666666666667,0.541666666666667,0.844863731656184,0.933615819209039,0.925770308123249,0.934173669467787,0.592920353982301,0.592920353982301,0.615357814786426,0.525862068965517,0.480314960629921,0.545467214828235,0.84204909284952,0.827044025157233,0.844863731656184
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200,12, low_bits_4, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6993007  0.67832168 0.72377622 0.64335664 0.71678322],0.502092050209205,0.472803347280335,0.655136268343816,0.711390635918938,0.711888111888112,0.711188811188811,0.540540540540541,0.598290598290598,0.504063331932184,0.56551724137931,0.672131147540984,0.468544206249124,0.667676767676768,0.692872117400419,0.655136268343816
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200,12, low_bits_2, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.61111111 0.63888889 0.64583333 0.63286713 0.56643357],0.601694915254237,0.563559322033898,0.872641509433962,0.968579234972678,0.987465181058496,0.967966573816156,0.584070796460177,0.554621848739496,0.602097249156073,0.520930232558139,0.478632478632479,0.562845651080945,0.87244094488189,0.871069182389937,0.872641509433962
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200, zones, lab, svdn,1428,476,476,0.6,0.2,0.2, [0.44055944 0.52447552 0.48951049 0.51398601 0.5528169 ],0.541666666666667,0.508333333333333,0.877882599580713,0.996501049685095,0.997198879551821,0.996498599439776,0.545454545454546,0.528,0.542260869565217,0.453703703703704,0.426086956521739,0.50504347826087,0.876523582405935,0.866876310272536,0.877882599580713
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200,10, low_bits_2, svdne,1188,396,396,0.6,0.2,0.2, [0.60504202 0.6302521  0.6092437  0.60504202 0.63983051],0.577777777777778,0.630555555555556,0.843815513626834,0.989084802686818,0.991582491582492,0.989057239057239,0.542168674698795,0.514285714285714,0.576061776061776,0.64343163538874,0.648648648648649,0.63003861003861,0.842827004219409,0.837526205450734,0.843815513626834
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.71180556 0.64930556 0.66319444 0.66319444 0.65034965],0.540425531914894,0.485106382978723,0.833857442348008,0.938633193863319,0.936022253129346,0.938803894297635,0.485714285714286,0.425,0.542934782608696,0.379487179487179,0.321739130434783,0.481702898550725,0.827623708537248,0.79769392033543,0.833857442348008
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.69230769 0.68531469 0.68181818 0.66083916 0.66549296],0.575,0.579166666666667,0.84853249475891,0.93943661971831,0.934173669467787,0.939775910364146,0.571428571428571,0.557377049180328,0.575298694081689,0.558951965065502,0.542372881355932,0.578563489858294,0.846846846846847,0.837526205450734,0.84853249475891
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200,12, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.65734266 0.67482517 0.6048951  0.67132867 0.6056338 ],0.575,0.5625,0.633647798742138,0.682989690721649,0.742296918767507,0.65546218487395,0.616541353383459,0.71304347826087,0.580521739130435,0.634146341463415,0.728,0.555304347826087,0.667933491686461,0.736897274633124,0.633647798742138
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6375     0.54166667 0.60416667 0.59166667 0.62605042],0.554929577464789,0.597183098591549,0.810272536687631,0.948782535684299,0.943238731218698,0.949081803005008,0.561111111111111,0.545945945945946,0.555325914149443,0.573134328358209,0.564705882352941,0.595866454689984,0.808059384941675,0.79874213836478,0.810272536687631
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,1428,476,476,0.6,0.2,0.2, [0.68181818 0.67132867 0.69230769 0.73076923 0.67253521],0.558333333333333,0.566666666666667,0.864779874213837,0.966292134831461,0.96358543417367,0.966386554621849,0.5859375,0.595238095238095,0.556390977443609,0.563025210084034,0.587719298245614,0.567669172932331,0.86548488008342,0.870020964360587,0.864779874213836
svm_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.67482517 0.68181818 0.68531469 0.6993007  0.61971831],0.633333333333333,0.579166666666667,0.819182389937107,0.888888888888889,0.873949579831933,0.890756302521008,0.636363636363636,0.574626865671642,0.641087017741481,0.502463054187192,0.481132075471698,0.568924246691073,0.813412655489454,0.788259958071279,0.819182389937107
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200,12, low_bits_4, svd,1440,480,480,0.6,0.2,0.2, [0.68055556 0.68402778 0.71180556 0.73263889 0.70486111],0.482905982905983,0.521367521367521,0.85377358490566,0.96742209631728,0.948611111111111,0.968055555555556,0.442396313364055,0.421052631578947,0.481359649122807,0.544715447154471,0.558333333333333,0.520394736842105,0.8512,0.836477987421384,0.85377358490566
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.54166667 0.59722222 0.61538462 0.58391608 0.56293706],0.649789029535865,0.607594936708861,0.864255765199161,0.941754385964912,0.935843793584379,0.942119944211994,0.691449814126394,0.7265625,0.643097763761468,0.626506024096386,0.715596330275229,0.615610665137615,0.866700977869274,0.882599580712788,0.864255765199161
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200,12, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.53496503 0.55594406 0.52797203 0.52447552 0.55633803],0.5625,0.529166666666667,0.762578616352201,0.837370242214533,0.84733893557423,0.835434173669468,0.564315352697095,0.601769911504425,0.564664483311268,0.570342205323194,0.590551181102362,0.525364086126402,0.76757311441765,0.784067085953878,0.762578616352201
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200,12, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.55902778 0.54195804 0.51048951 0.5034965  0.55944056],0.449579831932773,0.521008403361345,0.525681341719078,0.630044843049327,0.784916201117318,0.539106145251397,0.50936329588015,0.612612612612613,0.45984961339292,0.598591549295775,0.669291338582677,0.510321344967014,0.612419700214133,0.749475890985325,0.525681341719078
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200,12, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.63888889 0.62587413 0.6048951  0.61188811 0.59090909],0.634453781512605,0.714285714285714,0.918763102725367,1,1,1,0.595348837209302,0.566371681415929,0.631185840707965,0.706896551724138,0.656,0.717380530973451,0.917509313464609,0.90356394129979,0.918763102725367
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.66083916 0.6958042  0.68181818 0.65140845],0.6125,0.695833333333333,0.85062893081761,0.914572864321608,0.892156862745098,0.916666666666667,0.680412371134021,0.831932773109244,0.614313493992638,0.740213523131672,0.859504132231405,0.694457948468644,0.854961832061069,0.880503144654088,0.85062893081761
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200,12, low_bits_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.58680556 0.63286713 0.58041958 0.62237762 0.61188811],0.659663865546218,0.676470588235294,0.628930817610063,0.578220858895705,0.526536312849162,0.615921787709497,0.626728110599078,0.53968253968254,0.667162698412698,0.569832402234637,0.455357142857143,0.664186507936508,0.583529411764706,0.519916142557652,0.628930817610063
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdn,40,160,200,12, low_bits_4_shifted_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54513889 0.61538462 0.56993007 0.55594406 0.52447552],0.609243697478992,0.483193277310924,0.572851153039832,0.655152561888313,0.794692737430168,0.581703910614525,0.724035608308605,0.945736434108527,0.578372804210227,0.616822429906542,0.908256880733945,0.516143944242941,0.659707724425887,0.828092243186583,0.572851153039832
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.69230769 0.63986014 0.66083916 0.68181818 0.67253521],0.558333333333333,0.5875,0.866352201257862,0.964488636363636,0.950980392156863,0.964985994397759,0.592307692307692,0.652542372881356,0.559877743817727,0.642599277978339,0.729508196721311,0.585093081411503,0.868894601542416,0.885744234800839,0.866352201257862
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200,12, low_bits_6, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.5034965  0.52797203 0.51398601 0.53146853],0.585774058577406,0.560669456066946,0.893081761006289,1,1,1,0.575107296137339,0.577586206896552,0.585541070927951,0.564315352697095,0.552845528455285,0.560905522848332,0.892857142857143,0.890985324947589,0.893081761006289
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200,12, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.47902098 0.51398601 0.54195804 0.5034965  0.52816901],0.479166666666667,0.508333333333333,0.872641509433962,1,1,1,0.542124542124542,0.560606060606061,0.470117845117845,0.531746031746032,0.62037037037037,0.518518518518518,0.875576036866359,0.896226415094339,0.872641509433962
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,1428,476,476,0.6,0.2,0.2, [0.67132867 0.64335664 0.64335664 0.62937063 0.67605634],0.495833333333333,0.529166666666667,0.871069182389937,0.991525423728814,0.983193277310924,0.991596638655462,0.517928286852589,0.580357142857143,0.501116071428571,0.597864768683274,0.65625,0.520089285714286,0.873716632443532,0.892033542976939,0.871069182389937
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.72027972 0.74475524 0.71678322 0.73076923 0.67482517],0.589958158995816,0.581589958158996,0.84643605870021,0.932384341637011,0.916083916083916,0.933566433566434,0.55045871559633,0.487804878048781,0.593040370058873,0.537037037037037,0.5,0.579268292682927,0.840674279499728,0.810272536687631,0.84643605870021
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200,12, low_bits_2, svd,1434,478,478,0.6,0.2,0.2, [0.59375    0.59375    0.67482517 0.63286713 0.66083916],0.586497890295359,0.506329113924051,0.884696016771489,0.996505939902166,0.99442119944212,0.996513249651325,0.537735849056604,0.483050847457627,0.586063238854864,0.450704225352113,0.403361344537815,0.506765418031619,0.881465517241379,0.857442348008386,0.884696016771489
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.51048951 0.54545455 0.5034965  0.52797203 0.54929577],0.508333333333333,0.4875,0.743710691823899,0.827298050139276,0.831932773109244,0.826330532212885,0.528,0.540983606557377,0.507779938871909,0.485355648535565,0.491525423728814,0.487565990552931,0.745974025974026,0.752620545073375,0.743710691823899
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdn,40,160,200,12, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.54166667 0.5625     0.55244755 0.53846154 0.48251748],0.506329113924051,0.535864978902954,0.879979035639413,0.99860529986053,0.99860529986053,0.99860529986053,0.568265682656827,0.7,0.519291338582677,0.638157894736842,0.763779527559055,0.518253400143164,0.886012941762071,0.932914046121593,0.879979035639413
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.56944444 0.53146853 0.53146853 0.46503497 0.48951049],0.508403361344538,0.533613445378151,0.872117400419287,0.988857938718663,0.991620111731844,0.988826815642458,0.518518518518519,0.538461538461538,0.508900190718373,0.568093385214008,0.603305785123967,0.532422123331214,0.87396694214876,0.886792452830189,0.872117400419287
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,1428,476,476,0.6,0.2,0.2, [0.51398601 0.51398601 0.48951049 0.51748252 0.50352113],0.5625,0.529166666666667,0.879979035639413,0.992269852424455,0.988795518207283,0.992296918767507,0.567901234567901,0.584745762711864,0.562864684634621,0.549800796812749,0.565573770491803,0.528549597110308,0.880542514345331,0.884696016771489,0.879979035639413
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200,12, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.55944056 0.52797203 0.52797203 0.52797203 0.50704225],0.504166666666667,0.545833333333333,0.558176100628931,0.566596194503171,0.563025210084034,0.569327731092437,0.529644268774704,0.558333333333333,0.504166666666667,0.588679245283019,0.65,0.545833333333333,0.564790913784202,0.573375262054507,0.558176100628931
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,1440,480,480,0.6,0.2,0.2, [0.60416667 0.63541667 0.59722222 0.63888889 0.61111111],0.55982905982906,0.517094017094017,0.860062893081761,0.964948453608247,0.975,0.964583333333334,0.561702127659574,0.545454545454545,0.560337892196299,0.506550218340611,0.513274336283186,0.51696774665399,0.860865033871808,0.865828092243187,0.860062893081761
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,1428,476,476,0.6,0.2,0.2, [0.5979021  0.56993007 0.51048951 0.54895105 0.54929577],0.55,0.458333333333333,0.862683438155136,0.983122362869198,0.978991596638655,0.983193277310924,0.587786259541985,0.631147540983607,0.54862461794943,0.507575757575758,0.567796610169492,0.460127813281467,0.865503080082136,0.883647798742138,0.862683438155136
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200,12, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.55594406 0.52447552 0.48951049 0.51398601 0.48239437],0.529166666666667,0.516666666666667,0.879979035639413,1,1,1,0.567049808429119,0.611570247933884,0.528474199597194,0.516666666666667,0.521008403361345,0.51670254878811,0.881285640228098,0.890985324947589,0.879979035639413
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200,12, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [0.66783217 0.68881119 0.67132867 0.72027972 0.68309859],0.558333333333333,0.579166666666667,0.719601677148847,0.727574750830565,0.61344537815126,0.7703081232493,0.509259259259259,0.450819672131148,0.560155598777438,0.497512437810945,0.423728813559322,0.576618505140317,0.669956816779766,0.569182389937107,0.719601677148847
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200,12, low_bits_6, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.625      0.67013889 0.63541667 0.64335664 0.66083916],0.559322033898305,0.580508474576271,0.726415094339623,0.774239207360226,0.761838440111421,0.777855153203342,0.563025210084034,0.567796610169492,0.559322033898305,0.556053811659193,0.525423728813559,0.580508474576271,0.72145144076841,0.708595387840671,0.726415094339623
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200,12, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.51041667 0.48601399 0.55244755 0.56993007],0.514767932489452,0.455696202531646,0.872117400419287,1,1,1,0.454976303317536,0.432432432432432,0.50986700986701,0.431718061674009,0.388888888888889,0.46021021021021,0.86965811965812,0.853249475890985,0.872117400419287
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200,12, low_bits_2, svdn,1428,476,476,0.6,0.2,0.2, [0.50699301 0.53146853 0.48251748 0.44405594 0.48239437],0.491666666666667,0.520833333333333,0.554507337526205,0.602206359506814,0.649859943977591,0.570728291316527,0.534351145038168,0.573770491803279,0.490275076410114,0.559386973180077,0.61864406779661,0.522436787996666,0.588178294573643,0.636268343815514,0.554507337526205
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdne,40,160,200,12, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.61805556 0.63194444 0.65384615 0.6048951  0.62937063],0.641350210970464,0.60337552742616,0.65356394129979,0.648175182481752,0.619246861924686,0.663877266387727,0.57286432160804,0.495652173913043,0.637170349251604,0.560747663551402,0.491803278688525,0.606771204561654,0.629276500280426,0.588050314465409,0.65356394129979
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.52797203 0.5034965  0.51048951 0.50699301 0.50704225],0.516666666666667,0.420833333333333,0.856918238993711,0.987412587412587,0.988795518207283,0.987394957983193,0.524590163934426,0.547008547008547,0.517406712528664,0.398268398268398,0.373983739837398,0.422034604961434,0.856692913385827,0.855345911949686,0.856918238993711
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200,12, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.66666667 0.64335664 0.72027972 0.63286713 0.67132867],0.554621848739496,0.550420168067227,0.865303983228511,0.969359331476323,0.972067039106145,0.96927374301676,0.576,0.590163934426229,0.553702656868287,0.573705179282868,0.620689655172414,0.552148106274732,0.867320598864223,0.880503144654088,0.865303983228511
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200,12, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.65734266 0.66783217 0.6958042  0.68181818 0.66083916],0.627615062761506,0.615062761506276,0.878406708595388,0.963906581740977,0.952447552447552,0.964335664335664,0.538860103626943,0.477064220183486,0.61545518701482,0.577981651376147,0.484615384615385,0.627628793225123,0.87280701754386,0.834381551362683,0.878406708595388
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdne,40,160,200,12, low_bits_4_shifted_2, svdne,1428,476,476,0.6,0.2,0.2, [0.72027972 0.68531469 0.70979021 0.6993007  0.70774648],0.558333333333333,0.5625,0.870020964360587,0.974071478626489,0.973389355742297,0.974089635854342,0.589147286821705,0.660869565217391,0.562434782608696,0.591439688715953,0.608,0.560521739130435,0.872296601441813,0.887840670859539,0.870020964360587
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,1428,476,476,0.6,0.2,0.2, [0.54195804 0.48251748 0.51748252 0.52447552 0.52464789],0.520833333333333,0.508333333333333,0.871593291404612,0.991584852734923,0.990196078431373,0.991596638655462,0.51063829787234,0.504201680672269,0.520695881658449,0.48695652173913,0.462809917355372,0.508715883047434,0.870438921205711,0.862683438155136,0.871593291404612
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200,12, low_bits_2, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.52777778 0.48951049 0.52447552 0.49300699 0.52447552],0.53781512605042,0.466386554621849,0.875786163522013,1,1,1,0.533898305084746,0.543103448275862,0.537945166760882,0.464135021097046,0.450819672131148,0.466789146410401,0.875590551181102,0.874213836477987,0.875786163522013
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200,12, low_bits_4, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.63194444 0.70486111 0.6875     0.65277778 0.66083916],0.51063829787234,0.514893617021277,0.685010482180293,0.698051948051948,0.598052851182197,0.741307371349096,0.335260115606936,0.247863247863248,0.509524844270607,0.313253012048193,0.220338983050847,0.51615239750833,0.617441120305538,0.508385744234801,0.685010482180294
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.63986014 0.67832168 0.58741259 0.70979021 0.66083916],0.577405857740586,0.581589958158996,0.859014675052411,0.951909476661952,0.941258741258741,0.952447552447552,0.534562211981567,0.471544715447154,0.580599943930474,0.532710280373832,0.491379310344828,0.579022988505747,0.85420054200542,0.825995807127883,0.859014675052411
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.73076923 0.68881119 0.71678322 0.6993007  0.67482517],0.535564853556485,0.506276150627615,0.843815513626834,0.951236749116608,0.941258741258741,0.951748251748252,0.587360594795539,0.642276422764228,0.532345107933838,0.535433070866142,0.586206896551724,0.508550602747407,0.846233230134159,0.859538784067086,0.843815513626834
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,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.7027972  0.63636364 0.70979021 0.68531469 0.71678322],0.577405857740586,0.577405857740586,0.856918238993711,0.949964763918252,0.942657342657343,0.95034965034965,0.643109540636042,0.739837398373984,0.572504906083544,0.600790513833992,0.655172413793103,0.579618727221755,0.860358056265985,0.881551362683438,0.856918238993711
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200,12, low_bits_3, svdne,1434,478,478,0.6,0.2,0.2, [0.64583333 0.6875     0.70629371 0.61888112 0.64335664],0.531645569620253,0.447257383966245,0.682914046121593,0.743099787685775,0.732217573221757,0.746861924686193,0.511013215859031,0.517857142857143,0.530928571428571,0.486274509803922,0.496,0.444428571428571,0.680738786279683,0.676100628930818,0.682914046121593
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200,12, low_bits_4, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.68055556 0.62937063 0.65734266 0.67482517 0.67482517],0.546218487394958,0.508403361344538,0.84853249475891,0.954802259887006,0.94413407821229,0.955307262569832,0.617021276595745,0.763157894736842,0.554966044142615,0.592334494773519,0.685483870967742,0.500636672325976,0.8544080604534,0.888888888888889,0.84853249475891
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,1434,478,478,0.6,0.2,0.2, [0.50694444 0.57291667 0.48601399 0.4965035  0.51748252],0.518987341772152,0.544303797468354,0.879979035639413,0.995101469559132,0.99163179916318,0.995118549511855,0.521008403361345,0.516666666666667,0.519017094017094,0.557377049180328,0.581196581196581,0.544764957264957,0.880167451596023,0.881551362683438,0.879979035639413
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200,12, low_bits_3, svdne,1428,476,476,0.6,0.2,0.2, [0.62587413 0.63636364 0.65034965 0.66433566 0.64084507],0.5875,0.6,0.863207547169811,0.953191489361702,0.941176470588235,0.953781512605042,0.563876651982379,0.551724137931034,0.586345939933259,0.6,0.580645161290323,0.600667408231368,0.860948321790091,0.846960167714885,0.863207547169811
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,1428,476,476,0.6,0.2,0.2, [0.63986014 0.67132867 0.66083916 0.7027972  0.65140845],0.495833333333333,0.558333333333333,0.859014675052411,0.970422535211267,0.964985994397759,0.970588235294117,0.532818532818533,0.547619047619048,0.493107769423559,0.526785714285714,0.517543859649123,0.556390977443609,0.858644245927483,0.856394129979036,0.859014675052411
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200,12, low_bits_2, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.60416667 0.64583333 0.61458333 0.5979021  0.68181818],0.601694915254237,0.572033898305085,0.741090146750524,0.789880534082923,0.782729805013928,0.791782729805014,0.548076923076923,0.471074380165289,0.605102407473949,0.525821596244132,0.48695652173913,0.569924541861301,0.732104121475054,0.707547169811321,0.741090146750524
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.62937063 0.59090909 0.66783217 0.64335664 0.64335664],0.497907949790795,0.564853556485356,0.838050314465409,0.940683879972087,0.942657342657343,0.94055944055944,0.51219512195122,0.547826086956522,0.499719495091164,0.596899224806201,0.620967741935484,0.56265778401122,0.84047496128033,0.853249475890985,0.838050314465409
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200,12, low_bits_2, svdne,1434,478,478,0.6,0.2,0.2, [0.65277778 0.65972222 0.61538462 0.65034965 0.64335664],0.569620253164557,0.590717299578059,0.882599580712788,0.982698961937716,0.99023709902371,0.982566248256625,0.571428571428571,0.56198347107438,0.569784838985466,0.587234042553192,0.594827586206897,0.590802222855514,0.883211678832117,0.887840670859539,0.882599580712788
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.64335664 0.62587413 0.62587413 0.69230769 0.57394366],0.595833333333333,0.529166666666667,0.839622641509434,0.933240611961057,0.939775910364146,0.932773109243698,0.531400966183575,0.46218487394958,0.594728800611154,0.497777777777778,0.462809917355372,0.529724286408778,0.836363636363636,0.819706498951782,0.839622641509434
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8, zones, mscn, svdne,28,9,9,0.608695652173913,0.195652173913043,0.195652173913043, [0.5        0.5        0.33333333 0.33333333 0.        ],0.666666666666667,0.444444444444444,0.826086956521739,1,1,1,0.769230769230769,1,0.625,0.285714285714286,0.333333333333333,0.416666666666667,0.833333333333333,0.909090909090909,0.829545454545455
ensemble_model_N26_B87_E113_nb_zones_8_lab_svd,26,87,113,8, lab, svd,428,142,142,0.601123595505618,0.199438202247191,0.199438202247191, [0.8372093  0.87209302 0.91860465 0.84883721 0.9047619 ],0.823943661971831,0.746478873239437,0.88061797752809,0.944444444444444,0.953271028037383,0.94392523364486,0.820143884892086,0.838235294117647,0.824523052464229,0.766233766233766,0.808219178082192,0.744689299186023,0.882758620689655,0.901408450704225,0.880676214147631
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116,12, lab, svdne,648,216,216,0.6,0.2,0.2, [0.88461538 0.9        0.82307692 0.9        0.8828125 ],0.830508474576271,0.838983050847458,0.934389140271493,0.970633693972179,0.969135802469136,0.970679012345679,0.84375,0.9,0.829310344827586,0.84297520661157,0.879310344827586,0.839655172413793,0.935267857142857,0.947963800904977,0.934389140271493
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,354,118,118,0.6,0.2,0.2, [0.93055556 0.86111111 0.84285714 0.84285714 0.77142857],0.703389830508475,0.720338983050847,0.879661016949152,0.991596638655462,1,0.991525423728814,0.724409448818898,0.821428571428571,0.709101382488479,0.731707317073171,0.818181818181818,0.726551226551227,0.883031301482702,0.930555555555556,0.880840691685063
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svd,40,80,120, zones, lab, svd,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.83653846 0.83653846 0.91176471 0.82352941 0.85294118],0.853801169590643,0.859649122807017,0.896028037383178,0.92,0.894941634241245,0.922178988326848,0.864864864864865,0.898876404494382,0.851877226637435,0.865168539325843,0.939024390243902,0.862770622088243,0.896871378910776,0.904205607476636,0.896028037383177
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svd; 4; 0; 4; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.51041667 0.5625     0.53125    0.56382979 0.45744681]; 0.5379746835443038; 0.5822784810126582; 0.5378787878787878; 0.6391096979332274; 0.8445378151260504; 0.5231092436974789; 0.609625668449198; 0.7402597402597403; 0.5429693763027096; 0.65625; 0.7411764705882353; 0.569218372280419; 0.6369047619047619; 0.8025; 0.5351785714285715
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svd; 4; 0; 4; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.63541667 0.66666667 0.72916667 0.64893617]; 0.5094339622641509; 0.4968553459119497; 0.8015075376884422; 1.0; 1.0; 1.0; 0.4428571428571429; 0.3974358974358974; 0.5073599240265907; 0.43661971830985913; 0.41333333333333333; 0.49238095238095236; 0.7921052631578948; 0.7678571428571429; 0.8010077793493634
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.65625    0.59375    0.66666667 0.61458333]; 0.5; 0.50625; 0.77375; 0.9543568464730291; 0.9583333333333334; 0.9541666666666667; 0.48051948051948057; 0.47435897435897434; 0.49937460913070675; 0.4968152866242039; 0.4642857142857143; 0.5084586466165414; 0.7717528373266078; 0.7611940298507462; 0.7738130953273832
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.54166667 0.61458333 0.61458333 0.53125   ]; 0.5375; 0.50625; 0.64875; 0.7509727626459144; 0.8041666666666667; 0.7333333333333334; 0.45588235294117646; 0.36046511627906974; 0.5518541797611565; 0.38759689922480617; 0.2976190476190476; 0.5172305764411028; 0.6392811296534017; 0.6073170731707317; 0.649812382739212
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.625      0.63829787 0.67021277 0.55319149]; 0.4873417721518987; 0.4936708860759494; 0.7962025316455696; 1.0; 1.0; 1.0; 0.5207100591715976; 0.55; 0.4865384615384616; 0.5238095238095238; 0.55; 0.492948717948718; 0.8014796547472257; 0.818639798488665; 0.7960883470814827
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.69791667 0.6875     0.77083333 0.67708333]; 0.5625; 0.44375; 0.76625; 0.9411764705882353; 0.9333333333333333; 0.9416666666666667; 0.5930232558139534; 0.6986301369863014; 0.5734529995276334; 0.5340314136125653; 0.6071428571428571; 0.4351503759398496; 0.7771156138259833; 0.8211586901763224; 0.7666587495546624
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5625     0.55208333 0.5625     0.53191489 0.54255319]; 0.45569620253164556; 0.5189873417721519; 0.5732323232323232; 0.6562500000000001; 0.7058823529411765; 0.6302521008403362; 0.5; 0.6142857142857143; 0.47191558441558445; 0.5824175824175823; 0.7066666666666667; 0.5280321285140562; 0.6096997690531177; 0.6892950391644909; 0.5769213582130522
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; 4; ica_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.69791667 0.74468085 0.68085106 0.75531915 0.70212766]; 0.5286624203821656; 0.535031847133758; 0.8053435114503816; 0.9872340425531915; 0.9830508474576272; 0.9872881355932204; 0.5842696629213483; 0.6190476190476191; 0.5218525766470972; 0.5875706214689265; 0.7027027027027027; 0.5441224356887008; 0.8145454545454545; 0.8527918781725888; 0.8052224696985393
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.69791667 0.76041667 0.70833333 0.68085106]; 0.46540880503144655; 0.5471698113207547; 0.7738693467336684; 0.951167728237792; 0.9372384937238494; 0.9518828451882845; 0.5197740112994351; 0.5974025974025974; 0.46943300601837185; 0.5909090909090908; 0.65; 0.5465189873417722; 0.7815533980582525; 0.8131313131313131; 0.7740656565656565
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; 6; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.54929577 0.56338028 0.45774648 0.55633803 0.53521127]; 0.5042372881355932; 0.5508474576271186; 0.5549915397631133; 0.6110397946084724; 0.6704225352112676; 0.5732394366197183; 0.5301204819277109; 0.5365853658536586; 0.5028059572631125; 0.5725806451612903; 0.5772357723577236; 0.5496798330815166; 0.5877742946708464; 0.6239600665557404; 0.5538044738974915
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.63888889 0.69444444 0.625      0.65972222]; 0.475; 0.5125; 0.7975; 1.0; 1.0; 1.0; 0.58; 0.7767857142857143; 0.49386160714285715; 0.6006825938566553; 0.7719298245614035; 0.5248538011695907; 0.814927646610815; 0.9129692832764505; 0.8001328501072807
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.75       0.69014085 0.68309859 0.73239437]; 0.5336134453781513; 0.47478991596638653; 0.7857142857142857; 0.9732016925246826; 0.9663865546218487; 0.973389355742297; 0.6132404181184669; 0.7333333333333333; 0.5319209039548023; 0.5387453874538746; 0.5934959349593496; 0.47066101095793567; 0.7987371744277821; 0.8433333333333334; 0.7852259887005649
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.53472222 0.58333333 0.61805556 0.56944444]; 0.4583333333333333; 0.49583333333333335; 0.6075; 0.6562499999999999; 0.5833333333333334; 0.6944444444444444; 0.4144144144144144; 0.34074074074074073; 0.4751322751322752; 0.4039408866995074; 0.35344827586206895; 0.49124026696329254; 0.5577464788732394; 0.486088379705401; 0.6097674496150095
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.71126761 0.66901408 0.69014085 0.70422535]; 0.4745762711864407; 0.4703389830508475; 0.7884940778341794; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.5193798449612403; 0.536; 0.4707027027027027; 0.5318352059925093; 0.5819672131147541; 0.46642220304860504; 0.7974068071312805; 0.8172757475083057; 0.787948218581739
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72222222 0.69444444 0.76388889 0.74305556 0.66901408]; 0.4895397489539749; 0.4895397489539749; 0.7851170568561873; 0.9819193324061196; 0.9832869080779945; 0.9818941504178273; 0.4601769911504424; 0.4369747899159664; 0.48932072829131656; 0.5040650406504064; 0.496; 0.48922807017543857; 0.7842149454240135; 0.7744610281923715; 0.7852069053272145
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.52777778 0.54166667 0.56338028 0.54225352 0.53521127]; 0.47478991596638653; 0.5630252100840336; 0.5831932773109244; 0.6683229813664597; 0.7535014005602241; 0.6260504201680672; 0.5421245421245422; 0.6788990825688074; 0.4906123319820781; 0.6258992805755396; 0.8055555555555556; 0.5835470085470086; 0.6342182890855457; 0.7491289198606271; 0.5888501742160278
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.63194444 0.65492958 0.55633803 0.64084507 0.57746479]; 0.5147679324894515; 0.48945147679324896; 0.7976391231028668; 0.9943661971830987; 0.9915730337078652; 0.9943820224719102; 0.5418326693227091; 0.5271317829457365; 0.5135658914728682; 0.5061224489795919; 0.5166666666666667; 0.48910256410256414; 0.8009950248756218; 0.7983471074380165; 0.7976245003627259
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.73239437 0.78873239 0.74647887 0.71830986 0.7       ]; 0.559322033898305; 0.4872881355932203; 0.7745762711864407; 0.9410071942446043; 0.923728813559322; 0.942090395480226; 0.6285714285714286; 0.7586206896551724; 0.5626436781609195; 0.5925925925925926; 0.6875; 0.46875; 0.7908805031446541; 0.8411371237458194; 0.7736613453780643
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.56315789 0.45789474 0.47368421 0.46842105 0.47368421]; 0.4936708860759494; 0.4936708860759494; 0.504424778761062; 0.5857142857142857; 0.6905263157894737; 0.511578947368421; 0.607843137254902; 0.7045454545454546; 0.4665584415584416; 0.5789473684210527; 0.7236842105263158; 0.5020860077021824; 0.5890985324947589; 0.6998754669987547; 0.5014139851039987
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; 8; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.671875   0.63020833 0.66842105 0.63684211]; 0.4811320754716981; 0.5220125786163522; 0.8008793969849246; 1.0; 1.0; 1.0; 0.5161290322580645; 0.5605095541401274; 0.48211813110733076; 0.5846994535519126; 0.6294117647058823; 0.5140302066772655; 0.809380637402285; 0.8360248447204969; 0.8004774795394097
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.6875     0.72105263 0.72105263 0.75789474]; 0.5314465408805031; 0.5; 0.7930817610062894; 0.9777777777777779; 0.9685534591194969; 0.9779874213836478; 0.5443425076452598; 0.6013513513513513; 0.5359697933227344; 0.5167173252279635; 0.5182926829268293; 0.4994060817231549; 0.7945034353529044; 0.8060836501901141; 0.7931791534346325
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65789474 0.62631579 0.54736842 0.55789474 0.56315789]; 0.49050632911392406; 0.4651898734177215; 0.6169405815423514; 0.6827586206896552; 0.6252631578947369; 0.7094736842105263; 0.4542372881355932; 0.4161490683229814; 0.4919455019034262; 0.38989169675090257; 0.35064935064935066; 0.46236171236171236; 0.5797503467406381; 0.529113924050633; 0.6168296892980438
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65625    0.68229167 0.72395833 0.65625    0.69473684]; 0.5015673981191222; 0.4702194357366771; 0.7944862155388471; 1.0; 1.0; 1.0; 0.5364431486880467; 0.5935483870967742; 0.5040912667191189; 0.4985163204747775; 0.5526315789473685; 0.4739205798928459; 0.7997557997557999; 0.8333333333333334; 0.7950617283950617
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.61979167 0.64736842 0.65263158 0.69473684]; 0.46540880503144655; 0.4811320754716981; 0.7849056603773585; 0.9926547743966423; 0.9916142557651991; 0.9926624737945492; 0.45161290322580644; 0.44871794871794873; 0.4650997150997151; 0.4660194174757281; 0.47368421052631576; 0.4808180088776157; 0.7824427480916031; 0.7834394904458599; 0.7848874470862839
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.59375    0.60416667 0.58333333 0.58333333 0.52604167]; 0.53125; 0.528125; 0.583125; 0.6439688715953307; 0.6895833333333333; 0.6187499999999999; 0.5562130177514792; 0.5497076023391813; 0.5298873582165704; 0.5206349206349207; 0.5061728395061729; 0.528402875449289; 0.6032123735871505; 0.6236162361623616; 0.5824561485767336
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.70833333 0.68229167 0.66145833 0.71052632]; 0.49216300940438873; 0.4827586206896552; 0.7907268170426065; 0.9926547743966422; 0.9874739039665971; 0.9926931106471817; 0.5149700598802395; 0.581081081081081; 0.49814287972182714; 0.5576407506702413; 0.6190476190476191; 0.47508672343109426; 0.7987951807228916; 0.8339622641509434; 0.790888747556121
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.62105263 0.67368421 0.66842105 0.67368421]; 0.5664556962025317; 0.5221518987341772; 0.7939317319848294; 0.9598308668076111; 0.9557894736842105; 0.96; 0.591044776119403; 0.673469387755102; 0.5734210844100954; 0.5597667638483965; 0.6037735849056604; 0.5216320153827665; 0.7992610837438423; 0.8309859154929577; 0.7943943310298747
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51680672 0.46638655 0.51680672 0.50420168 0.50840336]; 0.5097493036211699; 0.5041782729805014; 0.5083857442348009; 0.6317780580075661; 0.8420168067226891; 0.5092436974789916; 0.6615384615384615; 0.9247311827956989; 0.4941574989123003; 0.6396761133603239; 0.9132947976878613; 0.5184753558331779; 0.6392307692307693; 0.8710691823899371; 0.5083857442348009
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.63333333 0.65966387 0.67647059 0.65966387]; 0.5266106442577031; 0.5014005602240896; 0.8181341719077568; 1.0; 1.0; 1.0; 0.5493333333333335; 0.569060773480663; 0.5260076594676042; 0.526595744680851; 0.5625; 0.5022444751381215; 0.8215938303341901; 0.8375262054507338; 0.8181341719077568
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.69747899 0.68487395 0.62184874 0.6092437  0.67226891]; 0.532033426183844; 0.5041782729805014; 0.8045073375262054; 0.9771766694843618; 0.9714285714285714; 0.9773109243697479; 0.6; 0.65625; 0.5227357784431137; 0.5679611650485437; 0.7005988023952096; 0.5169660678642715; 0.8148883374689827; 0.860587002096436; 0.8045073375262055
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.57916667 0.51666667 0.55042017 0.52941176 0.52521008]; 0.5070028011204482; 0.49859943977591037; 0.5985324947589099; 0.6677445432497978; 0.6917922948073701; 0.6557788944723617; 0.5368421052631579; 0.5543478260869565; 0.5054976124654437; 0.49859943977591037; 0.5144508670520231; 0.4990732596129681; 0.6119554204660588; 0.6331236897274634; 0.5985324947589099
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69747899 0.62605042 0.68067227 0.70168067 0.64830508]; 0.4638888888888889; 0.4861111111111111; 0.79979035639413; 0.9966442953020134; 1.0; 0.9966329966329966; 0.5234567901234569; 0.5955056179775281; 0.46533522657118165; 0.5169712793733681; 0.5439560439560439; 0.48546116804543765; 0.807070707070707; 0.8375262054507338; 0.79979035639413
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.70168067 0.68487395 0.67226891 0.63135593]; 0.4777777777777778; 0.49722222222222223; 0.80083857442348; 0.9907016060862214; 0.9865319865319865; 0.9907407407407407; 0.47486033519553067; 0.48295454545454547; 0.47789031620553357; 0.5094850948509486; 0.5108695652173914; 0.4969120553359684; 0.8010471204188483; 0.8018867924528302; 0.80083857442348
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.51666667 0.61666667 0.61764706 0.60084034 0.56302521]; 0.5714285714285714; 0.5126050420168067; 0.600104821802935; 0.6545166402535658; 0.6917922948073701; 0.6348408710217754; 0.573816155988858; 0.5659340659340659; 0.5715384615384616; 0.5166666666666667; 0.5314285714285715; 0.512967032967033; 0.6148409893992932; 0.6383647798742138; 0.600104821802935
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.64705882 0.67226891 0.65966387 0.69067797]; 0.5472222222222223; 0.4888888888888889; 0.810796645702306; 0.988155668358714; 0.9831649831649831; 0.9882154882154882; 0.6164705882352941; 0.7043010752688172; 0.5418057100482017; 0.5639810426540285; 0.6839080459770115; 0.4951798294401186; 0.8220798422868408; 0.8742138364779874; 0.8107966457023061
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63865546 0.68067227 0.67226891 0.65546218 0.66806723]; 0.5236768802228412; 0.5041782729805014; 0.7976939203354297; 0.9687235841081995; 0.9630252100840336; 0.9689075630252102; 0.5415549597855228; 0.6047904191616766; 0.5289577095808383; 0.5615763546798029; 0.59375; 0.4974738023952096; 0.8032619775739043; 0.8259958071278826; 0.7976939203354296
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.52083333 0.55944056 0.53846154 0.51748252 0.48601399]; 0.5252100840336135; 0.47058823529411764; 0.5235849056603774; 0.6629778672032193; 0.9203910614525139; 0.5321229050279329; 0.6319218241042345; 0.751937984496124; 0.5044093592205391; 0.5625000000000001; 0.7431192660550459; 0.49171467178721284; 0.6480836236933798; 0.8773584905660378; 0.5235849056603773
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.69230769 0.65734266 0.65734266 0.64084507]; 0.5583333333333333; 0.5583333333333333; 0.8888888888888888; 1.0; 1.0; 1.0; 0.6102941176470589; 0.6693548387096774; 0.5545050055617353; 0.5826771653543308; 0.6379310344827587; 0.5609010011123471; 0.8915046059365405; 0.9129979035639413; 0.8888888888888888
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.68881119 0.63286713 0.62237762 0.6971831 ]; 0.44583333333333336; 0.5; 0.8563941299790356; 0.9853249475890986; 0.9873949579831933; 0.9852941176470588; 0.5266903914590747; 0.6271186440677966; 0.4488052236732426; 0.5652173913043477; 0.639344262295082; 0.4976382328424563; 0.8621730382293762; 0.8983228511530398; 0.8563941299790357
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.57986111 0.58041958 0.58391608 0.56293706 0.57342657]; 0.542016806722689; 0.48739495798319327; 0.6430817610062893; 0.684873949579832; 0.6829608938547486; 0.6857541899441341; 0.5823754789272031; 0.608; 0.5385132743362832; 0.4403669724770642; 0.4247787610619469; 0.48438938053097347; 0.6428945988463555; 0.6425576519916143; 0.6430817610062893
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.63986014 0.65734266 0.62937063 0.62676056]; 0.4625; 0.5416666666666666; 0.8747379454926625; 1.0; 1.0; 1.0; 0.4691358024691358; 0.4634146341463415; 0.46247654784240155; 0.5599999999999999; 0.5982905982905983; 0.5430477381696894; 0.8755856324830817; 0.8815513626834381; 0.8747379454926625
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.64583333 0.65625    0.65277778 0.67361111 0.64685315]; 0.502127659574468; 0.4765957446808511; 0.8658280922431866; 0.9888423988842399; 0.9860917941585535; 0.9888734353268429; 0.5447470817120623; 0.6086956521739131; 0.5043478260869565; 0.5138339920948616; 0.5416666666666666; 0.4751811594202898; 0.8683127572016461; 0.8846960167714885; 0.8658280922431866
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.55555556 0.61111111 0.54895105 0.57692308 0.6013986 ]; 0.5316455696202531; 0.5316455696202531; 0.6053459119496856; 0.64; 0.6582984658298466; 0.6297071129707112; 0.623728813559322; 0.7479674796747967; 0.5231065468549423; 0.5904059040590406; 0.7017543859649122; 0.5378690629011553; 0.6310632043116119; 0.6750524109014675; 0.6053459119496856
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; 12; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63286713 0.68181818 0.63286713 0.62587413 0.68881119]; 0.5146443514644351; 0.602510460251046; 0.8867924528301887; 0.9964912280701755; 0.993006993006993; 0.9965034965034965; 0.45794392523364486; 0.4117647058823529; 0.5142156862745098; 0.5777777777777778; 0.5416666666666666; 0.602766106442577; 0.8841201716738197; 0.8637316561844863; 0.8867924528301886
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.64236111 0.66083916 0.66083916 0.71328671]; 0.5316455696202531; 0.4936708860759494; 0.8584905660377359; 0.9727081875437369; 0.9693165969316597; 0.9728033472803347; 0.5992779783393503; 0.6747967479674797; 0.52599486521181; 0.5588235294117647; 0.6666666666666666; 0.5; 0.8634984833164813; 0.8951781970649895; 0.8584905660377359
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.4375     0.44791667 0.5        0.59574468 0.5106383 ]; 0.5632911392405063; 0.5759493670886076; 0.5417721518987342; 0.4719626168224299; 0.42616033755274263; 0.5232067510548523; 0.41025641025641024; 0.3; 0.5666666666666668; 0.33663366336633666; 0.22972972972972974; 0.5553410553410554; 0.43962848297213614; 0.3631713554987212; 0.539981667724298
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.91666667 0.85416667 0.91666667 0.875     ]; 0.575; 0.525; 0.82; 1.0; 1.0; 1.0; 0.6382978723404256; 0.6741573033707865; 0.5624307643614496; 0.5581395348837208; 0.6486486486486487; 0.5336266499057196; 0.8285714285714285; 0.8635235732009926; 0.8196711064997406
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.875      0.90625    0.875      0.85106383]; 0.5660377358490566; 0.559748427672956; 0.8203517587939698; 0.9915966386554622; 0.9874476987447699; 0.99163179916318; 0.591715976331361; 0.5952380952380952; 0.5642857142857143; 0.5731707317073171; 0.5949367088607594; 0.5599683544303797; 0.823238566131026; 0.8283582089552238; 0.8202704750359876
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.59375    0.58333333 0.57291667 0.53125   ]; 0.41875; 0.54375; 0.57625; 0.6574257425742573; 0.6916666666666667; 0.6395833333333334; 0.39215686274509803; 0.37037037037037035; 0.41936240037505856; 0.5575757575757576; 0.5227272727272727; 0.5460858585858586; 0.5880923450789793; 0.5916870415647921; 0.5758946716775367
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.58333333 0.69791667 0.53125    0.58510638]; 0.559748427672956; 0.4528301886792453; 0.7952261306532663; 0.9873417721518987; 0.9790794979079498; 0.9874476987447699; 0.5882352941176471; 0.6097560975609756; 0.5581248020272411; 0.4662576687116564; 0.4634146341463415; 0.4524865378523915; 0.7980173482032219; 0.7990074441687345; 0.7951780223388202
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.625      0.63541667 0.61458333 0.61458333]; 0.5125; 0.525; 0.7875; 0.9663865546218487; 0.9583333333333334; 0.9666666666666667; 0.5301204819277109; 0.55; 0.5125; 0.5581395348837209; 0.6; 0.525; 0.7911547911547911; 0.805; 0.7875000000000001
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.74468085 0.72340426 0.79787234 0.76595745 0.73404255]; 0.5961538461538461; 0.532051282051282; 0.7225063938618926; 0.8336755646817249; 0.8638297872340426; 0.8276595744680851; 0.5655172413793104; 0.6507936507936508; 0.6049667178699436; 0.5875706214689265; 0.6582278481012658; 0.5304126253493342; 0.7317676143386898; 0.7851458885941645; 0.7246717097291809
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.875      0.875      0.86458333 0.93617021]; 0.5283018867924528; 0.5094339622641509; 0.7964824120603015; 0.9808917197452229; 0.9665271966527197; 0.9811715481171548; 0.6153846153846154; 0.6896551724137931; 0.5114942528735633; 0.61; 0.7625; 0.5078322784810126; 0.8129330254041571; 0.8669950738916257; 0.7950359984842743
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.9375     0.92708333 0.90625    0.94791667]; 0.51875; 0.6375; 0.82; 0.9810526315789473; 0.9708333333333333; 0.98125; 0.6091370558375635; 0.8; 0.5352941176470588; 0.7238095238095238; 0.8; 0.6000000000000001; 0.836734693877551; 0.9; 0.8179487179487179
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.54861111 0.52112676 0.5        0.45774648 0.52112676]; 0.540084388185654; 0.540084388185654; 0.53035413153457; 0.3123732251521298; 0.21629213483146068; 0.523876404494382; 0.5439330543933054; 0.5158730158730159; 0.5417202917202917; 0.4734299516908213; 0.44954128440366975; 0.5333643922018348; 0.4068157614483493; 0.32318104906937395; 0.5296577514254432
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.90972222 0.92361111 0.86111111 0.89583333]; 0.5333333333333333; 0.5375; 0.8141666666666667; 1.0; 1.0; 1.0; 0.5851851851851851; 0.6583333333333333; 0.5333333333333333; 0.5934065934065934; 0.6532258064516129; 0.5335094549499444; 0.8234362628661915; 0.8609271523178808; 0.8138528379039068
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.91666667 0.91666667 0.88194444 0.88888889 0.91549296]; 0.5690376569037657; 0.5564853556485355; 0.8202341137123745; 0.9916201117318436; 0.9888579387186629; 0.9916434540389972; 0.6254545454545455; 0.7413793103448276; 0.573941687692739; 0.6015037593984963; 0.6666666666666666; 0.5560224089635855; 0.8289578361177407; 0.8756302521008403; 0.820510633537941
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.55555556 0.71527778 0.70138889 0.63194444]; 0.49583333333333335; 0.5041666666666667; 0.6083333333333333; 0.6857923497267759; 0.6972222222222222; 0.6805555555555556; 0.4524886877828055; 0.4; 0.5; 0.4079601990049751; 0.33884297520661155; 0.5055559413848184; 0.5927209705372617; 0.5643564356435643; 0.6087775444211088
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.60416667 0.57746479 0.61267606 0.6056338 ]; 0.48739495798319327; 0.5756302521008403; 0.8016806722689076; 0.9819193324061197; 0.988795518207283; 0.9817927170868348; 0.5080645161290323; 0.5431034482758621; 0.4887648388920294; 0.6273062730627306; 0.6159420289855072; 0.5679710144927537; 0.8093699515347335; 0.8199672667757774; 0.8011753432324483
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59722222 0.57638889 0.60416667 0.66666667 0.66901408]; 0.47280334728033474; 0.5355648535564853; 0.7809364548494984; 0.9648382559774965; 0.9554317548746518; 0.9651810584958218; 0.46153846153846156; 0.47368421052631576; 0.47284210526315784; 0.5394190871369294; 0.5508474576271186; 0.5357543073259561; 0.779089376053963; 0.7817258883248731; 0.7809455887905357
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.73943662 0.79577465 0.73943662 0.71830986 0.80985915]; 0.597457627118644; 0.5805084745762712; 0.7343485617597293; 0.8324022346368716; 0.8394366197183099; 0.8309859154929577; 0.609053497942387; 0.6218487394957983; 0.5972491560726855; 0.6117647058823529; 0.6610169491525424; 0.5805084745762712; 0.7413509060955518; 0.7601351351351351; 0.7343048557031606
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.90972222 0.84722222 0.86805556 0.83802817 0.8028169 ]; 0.5168067226890757; 0.49159663865546216; 0.7944630872483222; 0.987306064880113; 0.9776536312849162; 0.9874301675977654; 0.6075085324232081; 0.7807017543859649; 0.5274476513865308; 0.6006600660066007; 0.7647058823529411; 0.49159663865546216; 0.8122605363984674; 0.8967851099830795; 0.7953143519965316
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.92361111 0.88888889 0.88194444 0.92361111 0.90140845]; 0.4895397489539749; 0.5774058577405857; 0.8043478260869565; 0.9844851904090267; 0.9721448467966574; 0.9846796657381617; 0.5514705882352942; 0.7894736842105263; 0.5405701754385965; 0.6773162939297125; 0.7681159420289855; 0.5424738125986511; 0.8191653786707882; 0.8952702702702703; 0.8052510291748701
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.51041667 0.58333333 0.46354167 0.53645833 0.5       ]; 0.4952978056426332; 0.5517241379310345; 0.5332080200501254; 0.481786133960047; 0.4279749478079332; 0.5396659707724426; 0.49529780564263326; 0.49375; 0.49530267295597485; 0.5311475409836064; 0.525974025974026; 0.5508658008658008; 0.4949152542372881; 0.46027742749054223; 0.532753906771423
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.91666667 0.91666667 0.86315789 0.93157895 0.87894737]; 0.5345911949685535; 0.5471698113207547; 0.8163522012578617; 1.0; 1.0; 1.0; 0.5956284153005464; 0.7124183006535948; 0.5410576351752823; 0.6108108108108108; 0.7197452229299363; 0.549313605253788; 0.8272189349112425; 0.8881829733163914; 0.8170678253879592
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.90104167 0.92708333 0.9375     0.890625   0.87894737]; 0.5297805642633229; 0.5047021943573667; 0.8038847117794486; 0.9947753396029259; 0.9937369519832986; 0.9947807933194155; 0.6287128712871287; 0.8193548387096774; 0.5377261998426436; 0.5969387755102041; 0.75; 0.5099693251533742; 0.8214489446662863; 0.9113924050632911; 0.8049517856581964
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.57291667 0.55263158 0.59473684 0.56842105]; 0.4968553459119497; 0.4528301886792453; 0.5566037735849056; 0.5963003264417847; 0.5744234800838575; 0.6111111111111113; 0.393939393939394; 0.36619718309859156; 0.4842349551856594; 0.4081632653061224; 0.3488372093023256; 0.4620898375278752; 0.5226811103588355; 0.4879898862199747; 0.5562602747745681
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.50520833 0.609375   0.55208333 0.55263158 0.57368421]; 0.44654088050314467; 0.4559748427672956; 0.7807788944723618; 1.0; 1.0; 1.0; 0.47619047619047616; 0.5; 0.44620253164556967; 0.4773413897280967; 0.5031847133757962; 0.45656130078727697; 0.784966112138016; 0.8012578616352202; 0.7808045895378108
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.53125    0.63684211 0.57894737 0.58947368]; 0.5031446540880503; 0.4716981132075472; 0.7779874213836478; 0.9716684155299056; 0.9706498951781971; 0.9716981132075472; 0.5561797752808989; 0.6; 0.4993464052287582; 0.5227272727272727; 0.609271523178808; 0.47828845620018234; 0.7874774232390126; 0.8247162673392182; 0.7781046832304623
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.74210526 0.75789474 0.83157895 0.78947368 0.74468085]; 0.5316455696202531; 0.5063291139240507; 0.7158227848101266; 0.8449197860962567; 0.8333333333333334; 0.8470464135021099; 0.5722543352601156; 0.6265822784810127; 0.5316455696202531; 0.5690607734806631; 0.6518987341772152; 0.5063291139240507; 0.7267194157029824; 0.7556962025316456; 0.7158227848101267
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.87368421 0.82105263 0.88947368 0.82105263 0.85263158]; 0.5791139240506329; 0.5379746835443038; 0.8072060682680152; 0.9723991507430998; 0.9642105263157895; 0.9726315789473685; 0.6615776081424936; 0.7831325301204819; 0.5682329317269077; 0.6237113402061856; 0.7908496732026143; 0.5457315850675648; 0.8229831688914685; 0.8929471032745592; 0.8068796430078379
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.93229167 0.92708333 0.88421053 0.93157895 0.94210526]; 0.559748427672956; 0.5345911949685535; 0.809433962264151; 0.9841269841269842; 0.9748427672955975; 0.9842767295597484; 0.5977011494252873; 0.6540880503144654; 0.559748427672956; 0.5672514619883041; 0.6423841059602649; 0.5397549272316294; 0.8146788990825687; 0.8462515883100381; 0.8098007630217687
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49579832 0.53781513 0.54201681 0.56302521 0.53389831]; 0.5583333333333333; 0.5555555555555556; 0.5545073375262054; 0.5096952908587257; 0.46464646464646464; 0.553030303030303; 0.5804749340369393; 0.6043956043956044; 0.5578157797258921; 0.5454545454545455; 0.5393258426966292; 0.5553772070626003; 0.5314222712238148; 0.5052410901467506; 0.5545073375262054
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8625     0.87916667 0.85714286 0.87815126 0.84033613]; 0.5154061624649859; 0.5434173669467787; 0.8238993710691824; 1.0; 1.0; 1.0; 0.5728395061728395; 0.6863905325443787; 0.5240463301019765; 0.6146572104018913; 0.6914893617021277; 0.5350937932770994; 0.8338278931750741; 0.8836477987421384; 0.8238993710691824
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.8907563  0.87394958 0.8907563  0.88235294 0.92016807]; 0.479108635097493; 0.49303621169916434; 0.80083857442348; 0.9907485281749369; 0.9899159663865547; 0.9907563025210084; 0.5336658354114713; 0.5911602209944752; 0.47816438016015894; 0.5380710659898478; 0.5955056179775281; 0.4938854056738469; 0.8084677419354839; 0.8406708595387841; 0.80083857442348
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.53333333 0.57563025 0.61344538 0.58823529 0.5210084 ]; 0.4748603351955307; 0.4692737430167598; 0.5870020964360587; 0.6397188049209138; 0.610738255033557; 0.6560402684563758; 0.4918918918918919; 0.4918918918918919; 0.4742696453679113; 0.4692737430167598; 0.48554913294797686; 0.46980159350101547; 0.5777063236870311; 0.5649895178197065; 0.5870020964360587
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5210084  0.55042017 0.60084034 0.58823529 0.59745763]; 0.5083333333333333; 0.4861111111111111; 0.8092243186582809; 0.9983164983164983; 0.9983164983164983; 0.9983164983164983; 0.4839650145772595; 0.44623655913978494; 0.5104746014089729; 0.44776119402985076; 0.43103448275862066; 0.48433444568038553; 0.804930332261522; 0.7872117400419287; 0.8092243186582809
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.58333333 0.52521008 0.57142857 0.49579832 0.53361345]; 0.48044692737430167; 0.5139664804469274; 0.7877358490566038; 0.9620253164556962; 0.9563758389261745; 0.962248322147651; 0.41875; 0.39880952380952384; 0.47572055137844604; 0.49710982658959535; 0.45263157894736844; 0.5179824561403509; 0.7811993517017829; 0.7578616352201258; 0.7877358490566039
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.78333333 0.8125     0.7605042  0.74369748 0.81092437]; 0.5042016806722689; 0.5658263305322129; 0.7232704402515723; 0.8313253012048193; 0.8090452261306532; 0.8358458961474037; 0.5651105651105651; 0.6571428571428571; 0.5071428571428571; 0.6095717884130982; 0.6648351648351648; 0.5638461538461539; 0.7314343845371313; 0.7536687631027253; 0.7232704402515723
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.8875     0.85       0.82916667 0.82773109 0.86134454]; 0.5112359550561798; 0.5814606741573034; 0.8218029350104822; 0.9856781802864365; 0.9782608695652174; 0.9857859531772575; 0.546875; 0.5898876404494382; 0.5112359550561798; 0.6208651399491094; 0.6853932584269663; 0.5814606741573034; 0.8268839103869654; 0.8511530398322851; 0.8218029350104823
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8375     0.90416667 0.925      0.91666667 0.92016807]; 0.5408450704225352; 0.5014084507042254; 0.8123689727463312; 0.9848484848484849; 0.9766277128547579; 0.984974958263773; 0.6353467561521252; 0.7759562841530054; 0.5333269792858051; 0.5734939759036145; 0.6918604651162791; 0.5071324183504893; 0.8253658536585365; 0.8867924528301887; 0.8123689727463312
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54545455 0.54895105 0.50699301 0.54895105 0.50352113]; 0.5083333333333333; 0.5041666666666667; 0.5246331236897275; 0.4028520499108735; 0.3165266106442577; 0.530812324929972; 0.4271844660194175; 0.3548387096774194; 0.5136262513904338; 0.45161290322580644; 0.4224137931034483; 0.5015294771968855; 0.4129449838187702; 0.33438155136268344; 0.5246331236897275
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8986014  0.86013986 0.89160839 0.87762238 0.90559441]; 0.5271966527196653; 0.497907949790795; 0.8778825995807128; 1.0; 1.0; 1.0; 0.6270627062706271; 0.8333333333333334; 0.5406666666666667; 0.625; 0.8; 0.48333333333333334; 0.8865075499269361; 0.9538784067085954; 0.8778825995807127
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.88888889 0.89930556 0.87412587 0.88111888 0.87412587]; 0.43037974683544306; 0.5147679324894515; 0.8632075471698113; 0.9923344947735192; 0.99302649930265; 0.9923291492329149; 0.5686900958466454; 0.7606837606837606; 0.43450854700854696; 0.627831715210356; 0.8083333333333333; 0.5110042735042735; 0.8731161886242099; 0.9412997903563941; 0.8632075471698113
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56643357 0.59440559 0.50699301 0.6013986  0.6056338 ]; 0.5083333333333333; 0.475; 0.5885744234800838; 0.5789883268482491; 0.5210084033613446; 0.6211484593837535; 0.4732142857142857; 0.42063492063492064; 0.5129490392648288; 0.411214953271028; 0.38596491228070173; 0.47076023391812866; 0.5443993035403366; 0.4916142557651992; 0.5885744234800839
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.55594406 0.55244755 0.52447552 0.51748252 0.56293706]; 0.49372384937238495; 0.47280334728033474; 0.8668763102725366; 0.9950946040644709; 0.993006993006993; 0.9951048951048951; 0.4423963133640553; 0.47058823529411764; 0.4907685702018034; 0.4568965517241379; 0.38686131386861317; 0.48754830399313015; 0.8646055437100214; 0.850104821802935; 0.8668763102725366
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59375    0.52777778 0.57692308 0.59440559 0.57342657]; 0.46835443037974683; 0.4810126582278481; 0.8322851153039832; 0.9498233215547702; 0.9372384937238494; 0.9504881450488145; 0.5; 0.5478260869565217; 0.4706343549536707; 0.525096525096525; 0.5573770491803278; 0.4786885245901639; 0.833852544132918; 0.8417190775681341; 0.8322851153039831
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75174825 0.74125874 0.64685315 0.71328671 0.70070423]; 0.5666666666666667; 0.5833333333333334; 0.7180293501048218; 0.7579710144927536; 0.7324929971988795; 0.766106442577031; 0.6556291390728476; 0.825; 0.5666666666666667; 0.6710526315789473; 0.85; 0.5833333333333333; 0.729103726082578; 0.7589098532494759; 0.7180293501048218
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.86111111 0.85416667 0.87412587 0.85664336 0.83566434]; 0.5316455696202531; 0.45147679324894513; 0.8632075471698113; 0.9859550561797752; 0.9790794979079498; 0.9860529986052999; 0.5316455696202531; 0.5384615384615384; 0.5317307692307692; 0.4715447154471545; 0.48333333333333334; 0.4510683760683761; 0.8631358154168852; 0.8626834381551363; 0.8632075471698113
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88811189 0.85314685 0.91958042 0.88461538 0.8943662 ]; 0.5625; 0.5083333333333333; 0.8663522012578616; 0.9773691654879773; 0.9677871148459384; 0.977591036414566; 0.6007604562737643; 0.6171875; 0.55859375; 0.5354330708661418; 0.6071428571428571; 0.5145089285714286; 0.8679440704298291; 0.8784067085953878; 0.8663522012578616
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.60416667 0.63541667 0.625      0.57291667 0.59375   ]; 0.58125; 0.56875; 0.59625; 0.5427872860635697; 0.4625; 0.6104166666666666; 0.42735042735042733; 0.3333333333333333; 0.5666666666666667; 0.5035971223021583; 0.3888888888888889; 0.5944444444444444; 0.5142857142857143; 0.4222222222222222; 0.5984528832630098
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; 4; ica_diff; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.69148936 0.71276596 0.63829787 0.73404255 0.75      ]; 0.5897435897435898; 0.5384615384615384; 0.823076923076923; 0.9957264957264957; 0.9957264957264957; 0.9957264957264957; 0.6444444444444444; 0.7341772151898734; 0.5878678283741575; 0.5955056179775281; 0.6463414634146342; 0.5326301911667766; 0.8329297820823244; 0.8708860759493671; 0.8224560249876706
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.6875     0.75531915 0.63829787 0.75531915]; 0.6075949367088608; 0.6265822784810127; 0.8240506329113924; 0.9623430962343097; 0.9704641350210971; 0.9620253164556963; 0.6124999999999999; 0.6363636363636364; 0.6083052749719416; 0.624203821656051; 0.6621621621621622; 0.6287001287001287; 0.8251572327044024; 0.845360824742268; 0.8244217059034724
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.55208333 0.52083333 0.5        0.55208333 0.59574468]; 0.44025157232704404; 0.5094339622641509; 0.5226130653266332; 0.5815324165029468; 0.6192468619246861; 0.5543933054393305; 0.4795321637426901; 0.5256410256410257; 0.4418328584995252; 0.5301204819277108; 0.5714285714285714; 0.5113240418118467; 0.5508274231678487; 0.5913705583756346; 0.5232972194863247
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.47916667 0.42708333 0.4893617  0.54255319 0.53191489]; 0.5253164556962026; 0.5063291139240507; 0.8063291139240506; 1.0; 1.0; 1.0; 0.4897959183673469; 0.48; 0.5231325301204819; 0.5125; 0.5466666666666666; 0.5082730923694778; 0.8040973111395646; 0.8113695090439277; 0.806429171395413
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.58333333 0.51041667 0.54166667 0.46808511 0.58510638]; 0.43037974683544306; 0.4620253164556962; 0.7537878787878788; 0.9581589958158996; 0.9621848739495799; 0.9579831932773109; 0.39999999999999997; 0.37037037037037035; 0.4319384319384319; 0.4785276073619632; 0.46987951807228917; 0.4616064257028113; 0.7534766118836914; 0.7412935323383084; 0.7539800995024875
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.70833333 0.58333333 0.60416667 0.64893617]; 0.5660377358490566; 0.5471698113207547; 0.6155778894472361; 0.5925925925925926; 0.502092050209205; 0.6548117154811716; 0.47328244274809156; 0.3924050632911392; 0.5649525316455696; 0.5135135135135136; 0.4175824175824176; 0.5690853264382677; 0.5526315789473684; 0.4621026894865526; 0.6199402336321651
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.61702128 0.62765957 0.67021277 0.62765957 0.68085106]; 0.5; 0.44871794871794873; 0.7749360613810742; 0.9747899159663866; 0.9872340425531915; 0.974468085106383; 0.48684210526315785; 0.4567901234567901; 0.5017283950617284; 0.43421052631578944; 0.4125; 0.4496710526315789; 0.7743589743589744; 0.7626262626262627; 0.7750955147328205
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.71875    0.63541667 0.79787234 0.74468085 0.74468085]; 0.6139240506329114; 0.5253164556962026; 0.7531645569620253; 0.875264270613108; 0.8734177215189873; 0.8755274261603374; 0.6629834254143646; 0.7058823529411765; 0.6063658340048349; 0.5283018867924528; 0.6461538461538462; 0.5435070306038048; 0.7601476014760148; 0.7984496124031008; 0.7540635158789698
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.54166667 0.5625     0.46527778 0.63194444 0.57638889]; 0.5291666666666667; 0.5208333333333334; 0.5425; 0.37181996086105673; 0.2638888888888889; 0.5541666666666667; 0.1870503597122302; 0.11206896551724138; 0.5157119021134594; 0.22818791946308725; 0.13385826771653545; 0.5448052400529579; 0.3128911138923654; 0.20729684908789386; 0.544184437944282
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.625      0.68055556 0.67605634 0.64788732 0.59859155]; 0.5; 0.5504201680672269; 0.8092436974789916; 0.9986013986013986; 1.0; 0.9985994397759104; 0.5405405405405405; 0.6194690265486725; 0.5057345132743363; 0.5702811244979921; 0.6068376068376068; 0.5513526877163242; 0.8143908421913327; 0.848381601362862; 0.8097629399849134
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.61805556 0.59722222 0.66666667 0.57042254 0.52816901]; 0.5966386554621849; 0.6260504201680672; 0.8145973154362416; 0.9498607242339834; 0.952513966480447; 0.9497206703910615; 0.627906976744186; 0.6864406779661016; 0.5973870056497175; 0.6641509433962265; 0.7096774193548387; 0.6223825693265421; 0.821917808219178; 0.85; 0.8143581081081082
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.55555556 0.52083333 0.54166667 0.51388889 0.61805556]; 0.5083333333333333; 0.4708333333333333; 0.5275; 0.6139088729016786; 0.7111111111111111; 0.5527777777777778; 0.5530303030303031; 0.6239316239316239; 0.5111528038357306; 0.5019607843137255; 0.5663716814159292; 0.47609922653473624; 0.5809312638580931; 0.6661016949152543; 0.529772158933037
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.47222222 0.47916667 0.44444444 0.49305556 0.45138889]; 0.4666666666666667; 0.5166666666666667; 0.7958333333333333; 0.9986091794158554; 0.9972222222222222; 0.9986111111111111; 0.45762711864406774; 0.453781512605042; 0.46656017779012426; 0.4912280701754386; 0.48695652173913045; 0.5154782608695653; 0.7928994082840236; 0.7895622895622896; 0.7957712437910459
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54166667 0.51388889 0.51408451 0.49295775 0.56338028]; 0.5168067226890757; 0.5378151260504201; 0.788235294117647; 0.9619181946403385; 0.9551820728291317; 0.96218487394958; 0.5021645021645023; 0.4915254237288136; 0.5165960451977402; 0.5; 0.4782608695652174; 0.5358784022622834; 0.7827586206896552; 0.7694915254237288; 0.7880790960451978
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.72916667 0.73239437 0.73239437 0.70422535]; 0.5; 0.47478991596638653; 0.6428571428571429; 0.7334315169366715; 0.6974789915966386; 0.7464985994397759; 0.49789029535864976; 0.5130434782608696; 0.5004241781548251; 0.50199203187251; 0.5080645161290323; 0.47333050367855123; 0.6358183376178235; 0.62248322147651; 0.6428914423880866
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.71527778 0.65492958 0.63380282 0.61971831]; 0.6638655462184874; 0.6050420168067226; 0.8067226890756303; 0.9217877094972067; 0.9243697478991597; 0.9215686274509803; 0.7058823529411765; 0.7559055118110236; 0.6572320351847911; 0.6594202898550724; 0.7777777777777778; 0.6078971533516988; 0.8180379746835443; 0.8602329450915142; 0.8061775930890508
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.625      0.65972222 0.65277778 0.63888889]; 0.625; 0.6416666666666667; 0.7941666666666667; 0.8978417266187051; 0.8666666666666667; 0.9013888888888889; 0.6341463414634145; 0.6046511627906976; 0.6266499057196733; 0.6386554621848739; 0.6440677966101694; 0.6417060294526258; 0.7905004240882103; 0.7677100494233937; 0.7944789707487964
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.52604167 0.546875   0.57291667 0.515625   0.53157895]; 0.5517241379310345; 0.5141065830721003; 0.5350877192982456; 0.33731343283582094; 0.2359081419624217; 0.5365344467640918; 0.3024390243902439; 0.21232876712328766; 0.5252395280703144; 0.2922374429223744; 0.1871345029239766; 0.5395131974079342; 0.3217550274223035; 0.22110552763819097; 0.5343027638190955
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.734375   0.76041667 0.73958333 0.75       0.68421053]; 0.5799373040752351; 0.5109717868338558; 0.8170426065162907; 0.9979123173277662; 0.9979123173277662; 0.9979123173277662; 0.6171428571428571; 0.6792452830188679; 0.5802476415094339; 0.5737704918032787; 0.6441717791411042; 0.507983325467988; 0.8255675029868578; 0.8626716604244694; 0.8168704214072033
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.578125   0.59375    0.63020833 0.58854167 0.61458333]; 0.56875; 0.559375; 0.785625; 0.9338842975206612; 0.9416666666666667; 0.9333333333333333; 0.56875; 0.5723270440251572; 0.5687722176647526; 0.5688073394495413; 0.543859649122807; 0.5605204285882491; 0.7876160990712073; 0.7851851851851852; 0.7856305672761369
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.52083333 0.51578947 0.44736842 0.54736842 0.46842105]; 0.4794952681388013; 0.5362776025236593; 0.6027742749054225; 0.6645569620253164; 0.6617647058823529; 0.6659663865546218; 0.4891640866873065; 0.4906832298136646; 0.47931597388119124; 0.5420560747663551; 0.5240963855421686; 0.5368826298571769; 0.6042713567839195; 0.5990037359900373; 0.6028224299362702
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.53125    0.55263158 0.48421053 0.53157895]; 0.5471698113207547; 0.5408805031446541; 0.8176100628930818; 1.0; 1.0; 1.0; 0.5471698113207548; 0.564935064935065; 0.5477114349065569; 0.5602409638554217; 0.5636363636363636; 0.5399881164587046; 0.8192019950124687; 0.8253768844221105; 0.8176002810019873
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.49479167 0.53125    0.45833333 0.51578947 0.57894737]; 0.48427672955974843; 0.5031446540880503; 0.7939698492462312; 0.9937238493723849; 0.9937238493723849; 0.993723849372385; 0.48427672955974843; 0.48125; 0.48429588607594937; 0.4768211920529801; 0.43902439024390244; 0.5052264808362369; 0.7918781725888323; 0.7780548628428927; 0.7940907225606869
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.61979167 0.72395833 0.6        0.73157895 0.62631579]; 0.60062893081761; 0.6163522012578616; 0.6547169811320754; 0.6629213483146068; 0.6184486373165619; 0.6855345911949685; 0.5808580858085808; 0.5605095541401274; 0.6001305534675792; 0.5850340136054423; 0.5733333333333334; 0.614047619047619; 0.6308002689979825; 0.5982142857142857; 0.6539458525345622
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.69791667 0.671875   0.6875     0.69791667 0.66145833]; 0.5625; 0.503125; 0.785625; 0.9538784067085954; 0.9479166666666666; 0.9541666666666666; 0.5906432748538012; 0.6234567901234568; 0.5617283950617284; 0.5015673981191223; 0.5; 0.5031249999999999; 0.7876160990712074; 0.7930174563591023; 0.7856064725404535
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.65625    0.60416667 0.640625   0.69791667 0.66666667]; 0.575; 0.546875; 0.78125; 0.9286452947259566; 0.9354166666666667; 0.9281250000000001; 0.6324324324324324; 0.7177914110429447; 0.5722715016998163; 0.5845272206303725; 0.6938775510204082; 0.5579214344697416; 0.7924080664294187; 0.8455696202531645; 0.7820440693858416
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.53781513 0.55462185 0.52941176 0.56722689 0.55462185]; 0.5738161559888579; 0.6100278551532033; 0.5791404612159329; 0.45043103448275856; 0.35126050420168065; 0.5714285714285714; 0.4182509505703422; 0.31976744186046513; 0.5636270364382541; 0.5172413793103449; 0.40106951871657753; 0.6191394105210795; 0.45779878460499657; 0.3553459119496855; 0.5791404612159329
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.6125     0.61666667 0.675      0.625      0.60084034]; 0.5605633802816902; 0.6309859154929578; 0.8469601677148847; 0.9958368026644463; 0.998330550918197; 0.9958263772954925; 0.5272727272727273; 0.5087719298245614; 0.5587337909992373; 0.6309859154929578; 0.6086956521739131; 0.6318332062039155; 0.8451749734888653; 0.8354297693920335; 0.8469601677148848
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.59166667 0.6512605  0.70588235 0.62605042 0.6092437 ]; 0.5586592178770949; 0.5418994413407822; 0.7987421383647799; 0.9481605351170568; 0.9513422818791947; 0.9479865771812082; 0.5927835051546392; 0.6424581005586593; 0.5586592178770949; 0.5980392156862745; 0.6815642458100558; 0.541899441340782; 0.8072289156626506; 0.8427672955974843; 0.79874213836478
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.46638655 0.5        0.47478992 0.47478992 0.51271186]; 0.5111111111111111; 0.5361111111111111; 0.5220125786163522; 0.44160942100098133; 0.3787878787878788; 0.5210437710437711; 0.42483660130718953; 0.35714285714285715; 0.5128410914927769; 0.4797507788161994; 0.43258426966292135; 0.5349734535127794; 0.4459295261239368; 0.38469601677148846; 0.5220125786163522
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.54166667 0.50833333 0.4789916  0.50420168 0.54621849]; 0.5546218487394958; 0.5070028011204482; 0.8244234800838575; 1.0; 1.0; 1.0; 0.5782493368700266; 0.5797872340425532; 0.5532072264887322; 0.48235294117647054; 0.48520710059171596; 0.5059014226362836; 0.824699110413396; 0.8259958071278826; 0.8244234800838575
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51680672 0.50840336 0.46638655 0.51680672 0.53361345]; 0.4958217270194986; 0.532033426183844; 0.8081761006289309; 0.9856781802864364; 0.9831932773109243; 0.9857142857142858; 0.4986149584487535; 0.5084745762711864; 0.49599552989383494; 0.5307262569832402; 0.521978021978022; 0.5321754516669771; 0.8079748163693599; 0.8071278825995807; 0.8081761006289309
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65833333 0.6512605  0.70588235 0.66806723 0.70168067]; 0.6284916201117319; 0.6340782122905028; 0.6818658280922432; 0.6912691269126913; 0.6442953020134228; 0.712248322147651; 0.5777777777777778; 0.52; 0.6261202185792349; 0.5919003115264798; 0.5191256830601093; 0.6367056986729117; 0.6525472238122495; 0.5974842767295597; 0.6818658280922432
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65       0.6625     0.68487395 0.64705882 0.67647059]; 0.6134453781512605; 0.5714285714285714; 0.8029350104821803; 0.9283909014321821; 0.9229480737018425; 0.9288107202680067; 0.6387434554973821; 0.6892655367231638; 0.6140772128060263; 0.5920000000000001; 0.6166666666666667; 0.571045197740113; 0.8065843621399177; 0.8218029350104822; 0.8029350104821804
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.6375     0.67083333 0.66666667 0.6375     0.67083333]; 0.5819209039548022; 0.5903954802259888; 0.7861635220125787; 0.903117101937658; 0.8933333333333333; 0.9041666666666667; 0.6224489795918368; 0.6387434554973822; 0.5770404394051329; 0.5722713864306785; 0.5950920245398773; 0.5907397295474255; 0.7872784150156413; 0.7914046121593291; 0.7861635220125786
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51048951 0.53496503 0.56993007 0.54895105 0.58098592]; 0.5291666666666667; 0.5708333333333333; 0.5560796645702306; 0.4184331797235023; 0.3179271708683473; 0.5581232492997199; 0.3233532934131736; 0.22131147540983606; 0.53438455126424; 0.3522012578616352; 0.23728813559322035; 0.5653653792720199; 0.3997165131112686; 0.29559748427672955; 0.5560796645702305
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.6875     0.61111111 0.65734266 0.57342657 0.68181818]; 0.5443037974683544; 0.540084388185654; 0.8825995807127882; 0.9951083158630329; 0.99302649930265; 0.995118549511855; 0.5939849624060151; 0.6422764227642277; 0.540436456996149; 0.5977859778597787; 0.7105263157894737; 0.5463200684638425; 0.8861788617886178; 0.9140461215932913; 0.8825995807127882
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.625      0.55555556 0.63636364 0.62937063]; 0.538135593220339; 0.6271186440677966; 0.8574423480083857; 0.9478804725503822; 0.9498607242339833; 0.9477715877437326; 0.5855513307984791; 0.6363636363636364; 0.5355731225296443; 0.6302521008403361; 0.6521739130434783; 0.6277398490837226; 0.8597938144329896; 0.8742138364779874; 0.8574423480083858
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51736111 0.5        0.54195804 0.53846154 0.57342657]; 0.5063291139240507; 0.5147679324894515; 0.54979035639413; 0.6112833230006199; 0.6875871687587168; 0.5627615062761506; 0.5301204819277109; 0.5945945945945946; 0.5115830115830116; 0.5818181818181817; 0.6349206349206349; 0.5066495066495067; 0.598034627983154; 0.6698113207547169; 0.54979035639413
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52797203 0.54545455 0.51398601 0.55244755 0.54195804]; 0.48535564853556484; 0.4769874476987448; 0.8689727463312369; 0.9986013986013986; 0.9986013986013986; 0.9986013986013986; 0.4434389140271493; 0.44545454545454544; 0.4824171952078929; 0.5098039215686275; 0.5038759689922481; 0.4746652572233968; 0.8688352570828961; 0.8679245283018868; 0.8689727463312369
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48958333 0.49300699 0.46853147 0.46503497 0.52097902]; 0.5042016806722689; 0.5042016806722689; 0.8658280922431866; 0.9859353023909986; 0.979050279329609; 0.9860335195530727; 0.5203252032520326; 0.5289256198347108; 0.5037790492335947; 0.528; 0.5641025641025641; 0.5051917779190507; 0.8665276329509907; 0.8710691823899371; 0.8658280922431868
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.67132867 0.72027972 0.63636364 0.69014085]; 0.5791666666666667; 0.6333333333333333; 0.6719077568134172; 0.6916019760056458; 0.6862745098039216; 0.6939775910364145; 0.6159695817490494; 0.6982758620689655; 0.5830088987764183; 0.6811594202898551; 0.7580645161290323; 0.6290322580645161; 0.6799591002044989; 0.6970649895178197; 0.6719077568134172
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.66083916 0.7027972  0.68181818 0.66549296]; 0.5833333333333334; 0.6375; 0.8532494758909853; 0.9335239456754826; 0.9145658263305322; 0.9348739495798318; 0.5454545454545454; 0.5217391304347826; 0.5808695652173913; 0.6477732793522267; 0.64; 0.6373913043478262; 0.84994640943194; 0.8312368972746331; 0.8532494758909853
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62937063 0.65034965 0.7027972  0.64335664 0.66433566]; 0.5230125523012552; 0.5523012552301255; 0.8286163522012578; 0.927792915531335; 0.9524475524475524; 0.9258741258741259; 0.5546875; 0.6396396396396397; 0.5307573198198199; 0.6219081272084805; 0.6875; 0.5419481981981982; 0.837070254110613; 0.8805031446540881; 0.8286163522012578
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.59375    0.53125    0.61702128 0.53191489]; 0.6582278481012658; 0.6075949367088608; 0.6060606060606061; 0.5050505050505051; 0.42016806722689076; 0.5882352941176471; 0.6029411764705882; 0.4939759036144578; 0.6669879518072288; 0.5866666666666667; 0.5432098765432098; 0.6092672759339426; 0.5425219941348973; 0.4601990049751244; 0.6083046306926904
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.63541667 0.67021277 0.78723404 0.71276596]; 0.5063291139240507; 0.5253164556962026; 0.8063291139240506; 1.0; 1.0; 1.0; 0.5568181818181818; 0.620253164556962; 0.5063291139240507; 0.5398773006134969; 0.5301204819277109; 0.5250602409638554; 0.8118081180811808; 0.8270676691729323; 0.8061169547910696
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.67708333 0.69791667 0.62765957 0.57446809 0.70212766]; 0.620253164556962; 0.620253164556962; 0.8278481012658228; 0.9656652360515021; 0.9493670886075949; 0.9662447257383966; 0.6808510638297872; 0.7032967032967034; 0.6053796949319338; 0.6551724137931034; 0.7215189873417721; 0.620253164556962; 0.8357487922705313; 0.8501228501228502; 0.8271501979073781
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.47916667 0.53125    0.47916667 0.5625     0.58510638]; 0.559748427672956; 0.5157232704402516; 0.6695979899497487; 0.763265306122449; 0.7824267782426778; 0.7573221757322175; 0.5930232558139534; 0.5730337078651685; 0.5579454253611557; 0.5389221556886228; 0.5357142857142857; 0.5145238095238095; 0.6827503015681544; 0.6868932038834952; 0.668967435275081
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.46875    0.53125    0.55208333 0.54166667]; 0.4875; 0.5125; 0.8; 1.0; 1.0; 1.0; 0.48750000000000004; 0.4588235294117647; 0.4894117647058823; 0.44285714285714284; 0.40789473684210525; 0.5075187969924813; 0.7948717948717948; 0.773067331670823; 0.8000675004218777
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.4375     0.64893617 0.4893617  0.42553191]; 0.5; 0.5; 0.7835443037974683; 0.9726315789473684; 0.9746835443037974; 0.9725738396624473; 0.4903225806451613; 0.5; 0.5; 0.43165467625899284; 0.4411764705882353; 0.4928104575163399; 0.7776332899869961; 0.7847769028871391; 0.7835864954533496
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.70833333 0.69791667 0.75       0.70833333]; 0.6; 0.6625; 0.69; 0.6717171717171716; 0.5541666666666667; 0.7291666666666667; 0.5733333333333334; 0.5119047619047619; 0.6046365914786967; 0.6301369863013699; 0.5411764705882353; 0.6705882352941176; 0.6416184971098265; 0.5427872860635696; 0.6933885279422708
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.76041667 0.76041667 0.69148936 0.70212766 0.68085106]; 0.6329113924050633; 0.5759493670886076; 0.7708860759493671; 0.8798283261802575; 0.8649789029535865; 0.8818565400843881; 0.6704545454545455; 0.7283950617283951; 0.6304312970979639; 0.588957055214724; 0.631578947368421; 0.57798459563543; 0.7751552795031055; 0.7918781725888325; 0.7709390862944163
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.62765957 0.71276596 0.72340426 0.71276596 0.69148936]; 0.6346153846153846; 0.6089743589743589; 0.7800511508951407; 0.8772727272727272; 0.8212765957446808; 0.8851063829787235; 0.6850828729281767; 0.6526315789473685; 0.6295944779982744; 0.6163522012578616; 0.6712328767123288; 0.6127248720911042; 0.7794871794871796; 0.7543424317617866; 0.7808651472793103
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.58333333 0.59859155 0.59859155 0.61267606 0.61971831]; 0.6877637130801688; 0.5822784810126582; 0.6155143338954469; 0.4629981024667932; 0.34269662921348315; 0.6025280898876405; 0.6145833333333334; 0.5619047619047619; 0.6748917748917749; 0.5217391304347826; 0.4576271186440678; 0.5817547357926222; 0.5075593952483801; 0.4058721934369603; 0.6106790950710337
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.76388889 0.70833333 0.73943662 0.72535211 0.70422535]; 0.5882352941176471; 0.6470588235294118; 0.8470588235294118; 1.0; 1.0; 1.0; 0.5882352941176471; 0.5882352941176471; 0.5882352941176471; 0.6585365853658537; 0.6428571428571429; 0.6473214285714285; 0.8480801335559265; 0.8438538205980066; 0.8470969783262142
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.66666667 0.70833333 0.6875     0.65277778]; 0.5708333333333333; 0.5875; 0.8066666666666666; 0.958217270194986; 0.9555555555555556; 0.9583333333333335; 0.5863453815261045; 0.5488721804511278; 0.5735015107863116; 0.5959183673469389; 0.6403508771929824; 0.5900167084377611; 0.8085808580858086; 0.8072487644151565; 0.8066597953610353
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.57638889 0.5625     0.48611111 0.47916667 0.50694444]; 0.5458333333333333; 0.5375; 0.5733333333333334; 0.5693215339233038; 0.5361111111111111; 0.5944444444444444; 0.5067873303167421; 0.4745762711864407; 0.5446651847735482; 0.44221105527638194; 0.3893805309734513; 0.5293359347780642; 0.5336976320582878; 0.4957698815566836; 0.572187075425304
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.49305556 0.52083333 0.5625     0.46478873 0.50704225]; 0.5462184873949579; 0.5126050420168067; 0.8120805369127517; 1.0; 1.0; 1.0; 0.5537190082644629; 0.5317460317460317; 0.5471230158730158; 0.5; 0.4793388429752066; 0.5131736949918768; 0.8117647058823528; 0.7983471074380165; 0.8122911005673898
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.49295775 0.44366197 0.45070423 0.48591549 0.54285714]; 0.4957627118644068; 0.5084745762711864; 0.7906779661016949; 0.9831460674157303; 0.9887005649717514; 0.983050847457627; 0.4892703862660944; 0.475; 0.49612068965517236; 0.5396825396825398; 0.5619834710743802; 0.5070786920589292; 0.7936507936507937; 0.7983193277310925; 0.7906126553185377
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66197183 0.70422535 0.64084507 0.65492958 0.69014085]; 0.6610169491525424; 0.6694915254237288; 0.6835871404399323; 0.6697247706422018; 0.6169014084507042; 0.6957746478873239; 0.6396396396396397; 0.6016949152542372; 0.6610169491525424; 0.6548672566371682; 0.592; 0.6743783783783784; 0.660617059891107; 0.6086956521739131; 0.6844848123883265
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.72916667 0.66901408 0.64788732 0.74647887 0.71126761]; 0.6371308016877637; 0.5991561181434599; 0.8178752107925801; 0.9494949494949494; 0.9241573033707865; 0.9508426966292134; 0.6446280991735537; 0.6341463414634146; 0.6372486093281986; 0.6090534979423868; 0.5692307692307692; 0.602372393961179; 0.8166383701188454; 0.7898193760262726; 0.8186531888796874
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.65277778 0.64583333 0.66901408 0.71126761 0.65492958]; 0.6386554621848739; 0.6050420168067226; 0.7756302521008404; 0.8740955137481909; 0.84593837535014; 0.8781512605042017; 0.6791044776119404; 0.6842105263157895; 0.6325814536340851; 0.6209677419354839; 0.6581196581196581; 0.6059193331920604; 0.7787903893951947; 0.7742998352553542; 0.7756576363240751
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.50520833 0.5625     0.54736842 0.54210526 0.5       ]; 0.4937106918238994; 0.5471698113207547; 0.529559748427673; 0.2934609250398724; 0.1928721174004193; 0.5356394129979036; 0.20689655172413793; 0.12209302325581395; 0.5267999362854412; 0.19999999999999998; 0.11842105263157894; 0.5290900443880787; 0.2594059405940594; 0.16354556803995007; 0.5323431262252982
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.65789474 0.7        0.64210526 0.61052632 0.60106383]; 0.6012658227848101; 0.6170886075949367; 0.8417721518987342; 0.9968387776606955; 0.9978902953586498; 0.9968354430379748; 0.6181818181818182; 0.6144578313253012; 0.600562248995984; 0.6344410876132931; 0.6730769230769231; 0.6177884615384616; 0.84472049689441; 0.8542713567839196; 0.8416764947184904
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.67894737 0.66315789 0.69473684 0.65789474 0.68085106]; 0.6392405063291139; 0.6170886075949367; 0.8158227848101266; 0.9395248380129589; 0.9177215189873418; 0.940928270042194; 0.6346153846153846; 0.6226415094339622; 0.6393462324239876; 0.6032786885245901; 0.5714285714285714; 0.6179723502304147; 0.8114063512637719; 0.7884130982367759; 0.8159622743092276
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52083333 0.53125    0.54736842 0.56842105 0.54736842]; 0.5062893081761006; 0.5283018867924528; 0.5490566037735849; 0.6279491833030854; 0.7253668763102725; 0.570230607966457; 0.5964010282776349; 0.7073170731707317; 0.499762432689262; 0.585635359116022; 0.7019867549668874; 0.5366221199984138; 0.6130599028602267; 0.7171717171717171; 0.5496886154780891
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.49479167 0.51578947 0.46315789 0.52105263]; 0.4811320754716981; 0.4811320754716981; 0.7918238993710692; 0.998950682056663; 0.9979035639412998; 0.9989517819706499; 0.4728434504792332; 0.4868421052631579; 0.48137285986049466; 0.5103857566765578; 0.5341614906832298; 0.48045654151995887; 0.793512164691204; 0.8050632911392405; 0.7919066455696202
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.44791667 0.453125   0.484375   0.43229167 0.54210526]; 0.49216300940438873; 0.5705329153605015; 0.8007518796992481; 0.9800629590766002; 0.9749478079331941; 0.9801670146137786; 0.5397727272727274; 0.5555555555555556; 0.4872372372372373; 0.5623003194888179; 0.5605095541401274; 0.5703782338601872; 0.803461063040791; 0.80545229244114; 0.8006982628238654
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.77368421 0.75263158 0.76842105 0.71052632 0.74468085]; 0.629746835443038; 0.5886075949367089; 0.6955696202531646; 0.7552301255230126; 0.7616033755274262; 0.7531645569620253; 0.6588921282798833; 0.7533333333333333; 0.63570281124498; 0.6467391304347827; 0.7777777777777778; 0.5944103612815269; 0.7114577084583082; 0.7631917631917632; 0.6966643747465665
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65625    0.71875    0.71354167 0.72395833 0.76315789]; 0.6332288401253918; 0.664576802507837; 0.7988721804511278; 0.8962566844919786; 0.8747390396659708; 0.8987473903966596; 0.6188925081433225; 0.6129032258064516; 0.6326711250983477; 0.6468646864686469; 0.593939393939394; 0.6670995670995672; 0.7922330097087379; 0.7659574468085106; 0.7989134787367522
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66145833 0.65104167 0.65625    0.62631579 0.67894737]; 0.6540880503144654; 0.6132075471698113; 0.792713567839196; 0.8988529718456726; 0.9016736401673641; 0.8985355648535566; 0.6978021978021979; 0.7791411042944786; 0.6508608747278845; 0.6611570247933883; 0.759493670886076; 0.614121835443038; 0.804270462633452; 0.8485607008760951; 0.7925022924304813
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.64166667 0.63333333 0.625      0.625      0.61344538]; 0.6225352112676056; 0.6169014084507042; 0.6268343815513627; 0.5489795918367347; 0.44908180300500833; 0.6310517529215358; 0.6298342541436464; 0.6477272727272727; 0.6227463179278822; 0.6069364161849712; 0.5865921787709497; 0.6171597257491112; 0.5781990521327015; 0.5115303983228512; 0.6268343815513628
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63445378 0.65966387 0.68907563 0.64285714 0.63865546]; 0.6044568245125348; 0.6295264623955432; 0.8553459119496856; 0.9991603694374475; 1.0; 0.9991596638655462; 0.6467661691542288; 0.7303370786516854; 0.6055000310385499; 0.6683291770573567; 0.7403314917127072; 0.6285927121484884; 0.8615847542627884; 0.90041928721174; 0.8553459119496855
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64583333 0.67083333 0.6875     0.59243697 0.67226891]; 0.6629213483146067; 0.6348314606741573; 0.8411949685534591; 0.9547395388556791; 0.9347826086956522; 0.9556856187290971; 0.6648044692737429; 0.6685393258426966; 0.6629213483146066; 0.6130952380952381; 0.5786516853932584; 0.6348314606741573; 0.8375335120643432; 0.8186582809224319; 0.841194968553459
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.49583333 0.50833333 0.52941176 0.48319328 0.53781513]; 0.5070028011204482; 0.5350140056022409; 0.5387840670859538; 0.6095791001451379; 0.7035175879396985; 0.5494137353433836; 0.5665024630541872; 0.6117021276595744; 0.5011173360191363; 0.5808080808080808; 0.6804733727810651; 0.5423643459650007; 0.5963302752293578; 0.6813417190775681; 0.5387840670859538
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.475      0.55833333 0.54201681 0.48739496 0.48739496]; 0.5070028011204482; 0.5154061624649859; 0.8165618448637316; 0.9991617770326907; 0.998324958123953; 0.9991624790619765; 0.5319148936170213; 0.5494505494505495; 0.5061538461538462; 0.49266862170087977; 0.48; 0.5147252747252747; 0.8167539267015707; 0.8176100628930818; 0.8165618448637317
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.55       0.53333333 0.43333333 0.52916667 0.49159664]; 0.5577464788732395; 0.5183098591549296; 0.8233752620545073; 0.9924812030075189; 0.991652754590985; 0.9924874791318865; 0.5922077922077922; 0.6263736263736264; 0.5559613796608016; 0.5043478260869566; 0.5028901734104047; 0.5179286031887188; 0.8251167618059159; 0.8333333333333334; 0.8233752620545074
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.69747899 0.68487395 0.67647059 0.72689076 0.68067227]; 0.6852367688022284; 0.6963788300835655; 0.6944444444444444; 0.7100401606425704; 0.7428571428571429; 0.6966386554621848; 0.6970509383378016; 0.7471264367816092; 0.6870767319043182; 0.706199460916442; 0.7081081081081081; 0.6960080770425597; 0.7068878833584716; 0.7368972746331237; 0.6944444444444444
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.70833333 0.64705882 0.71008403 0.67647059]; 0.6694677871148459; 0.6778711484593838; 0.8149895178197065; 0.8977853492333902; 0.8827470686767169; 0.8994974874371859; 0.6647727272727273; 0.6464088397790055; 0.6697953289804118; 0.6742209631728046; 0.6761363636363636; 0.6778471873430436; 0.8121341138903673; 0.79979035639413; 0.8149895178197065
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64583333 0.61666667 0.64583333 0.61764706 0.68067227]; 0.6151685393258427; 0.6460674157303371; 0.8139412997903563; 0.9217687074829931; 0.9063545150501672; 0.9230769230769231; 0.5982404692082112; 0.5795454545454546; 0.6147727272727274; 0.622754491017964; 0.5777777777777777; 0.6468434343434343; 0.8082117774176122; 0.7840670859538784; 0.8139412997903565
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.5979021  0.58041958 0.56643357 0.57692308 0.5979021 ]; 0.5606694560669456; 0.5774058577405857; 0.5817610062893082; 0.43619047619047624; 0.3202797202797203; 0.586013986013986; 0.44444444444444436; 0.3620689655172414; 0.5550182225960191; 0.5024630541871921; 0.4146341463414634; 0.5823170731707318; 0.4466019417475728; 0.33752620545073375; 0.5817610062893082
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68881119 0.65734266 0.66783217 0.70629371 0.63636364]; 0.602510460251046; 0.6317991631799164; 0.9040880503144654; 1.0; 1.0; 1.0; 0.6025104602510462; 0.5950413223140496; 0.6026054069197366; 0.5849056603773585; 0.5254237288135594; 0.6304804594481019; 0.9027113237639554; 0.889937106918239; 0.9040880503144654
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.65625    0.68531469 0.65734266 0.67832168]; 0.6160337552742616; 0.6413502109704642; 0.8642557651991615; 0.9415904292751582; 0.9330543933054394; 0.9421199442119945; 0.6345381526104418; 0.6638655462184874; 0.6158310781939895; 0.6613545816733067; 0.7033898305084746; 0.6416108816407918; 0.8651743883394066; 0.8710691823899371; 0.8642557651991614
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53125    0.54895105 0.52097902 0.54895105 0.56643357]; 0.47478991596638653; 0.542016806722689; 0.5471698113207547; 0.6144430844553244; 0.7011173184357542; 0.5600558659217877; 0.5387453874538747; 0.5488721804511278; 0.4649122807017544; 0.5791505791505792; 0.7142857142857143; 0.5601503759398496; 0.6007393715341959; 0.6813417190775681; 0.5471698113207547
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51398601 0.46853147 0.5        0.51748252 0.45422535]; 0.475; 0.525; 0.8742138364779874; 1.0; 1.0; 1.0; 0.47058823529411764; 0.4666666666666667; 0.47500000000000003; 0.525; 0.525; 0.525; 0.8740818467995802; 0.8731656184486373; 0.8742138364779874
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.47916667 0.47202797 0.46853147 0.5034965  0.53846154]; 0.5504201680672269; 0.5252100840336135; 0.8773584905660378; 0.9902097902097903; 0.9888268156424581; 0.9902234636871509; 0.5596707818930041; 0.53125; 0.5519886363636364; 0.5065502183406113; 0.5272727272727272; 0.5253551136363637; 0.8769716088328077; 0.8742138364779874; 0.8773584905660378
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.67708333 0.64685315 0.73426573 0.63986014]; 0.6708860759493671; 0.7172995780590717; 0.6975890985324947; 0.698744769874477; 0.698744769874477; 0.6987447698744771; 0.5851063829787234; 0.4583333333333333; 0.6736111111111109; 0.633879781420765; 0.49572649572649574; 0.7145299145299145; 0.6803324099722992; 0.6436058700209644; 0.6975890985324947
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72027972 0.68531469 0.65734266 0.73776224 0.70774648]; 0.5958333333333333; 0.6083333333333333; 0.8218029350104822; 0.8930366116295765; 0.8711484593837535; 0.8956582633053222; 0.6572438162544169; 0.75; 0.5905172413793103; 0.656934306569343; 0.7758620689655172; 0.6137374860956619; 0.8256410256410255; 0.8438155136268344; 0.8218029350104822
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72727273 0.62587413 0.6993007  0.66783217 0.67605634]; 0.6; 0.5958333333333333; 0.8029350104821803; 0.8697508896797151; 0.8557422969187675; 0.8718487394957982; 0.6000000000000001; 0.6101694915254238; 0.6001667129758267; 0.622568093385214; 0.6557377049180327; 0.5948180050013893; 0.8023133543638277; 0.79979035639413; 0.8029350104821803
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.51041667 0.47916667 0.57291667 0.5       ]; 0.58125; 0.525; 0.55; 0.359882005899705; 0.25416666666666665; 0.5479166666666666; 0.3853211009174312; 0.28; 0.5635294117647058; 0.3448275862068966; 0.24691358024691357; 0.5285200812626972; 0.3617021276595745; 0.25757575757575757; 0.5471047104710471
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; 4; ica_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.56382979 0.57446809 0.54255319 0.58510638 0.57446809]; 0.5705128205128205; 0.5256410256410257; 0.819693094629156; 1.0; 1.0; 1.0; 0.5379310344827587; 0.5492957746478874; 0.5687655343827672; 0.5647058823529412; 0.6153846153846154; 0.5256410256410257; 0.8203821656050955; 0.8385416666666666; 0.8200246021775544
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.66666667 0.59375    0.55208333 0.6875    ]; 0.5375; 0.5625; 0.77875; 0.9319587628865978; 0.9416666666666667; 0.93125; 0.5256410256410255; 0.5189873417721519; 0.5372714486638538; 0.4852941176470588; 0.4782608695652174; 0.5523172479694218; 0.7722007722007722; 0.7731958762886598; 0.7785882294064658
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.51041667 0.59375    0.54166667 0.5625    ]; 0.4625; 0.475; 0.5725; 0.6446280991735538; 0.65; 0.6416666666666666; 0.4941176470588235; 0.45161290322580644; 0.464612421762157; 0.42465753424657543; 0.3875; 0.475; 0.5725; 0.5544794188861986; 0.5731053425180347
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.5        0.5        0.47916667 0.5625    ]; 0.44375; 0.48125; 0.78125; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.40268456375838935; 0.35714285714285715; 0.44830827067669177; 0.5257142857142858; 0.5411764705882353; 0.47725490196078424; 0.7820672478206724; 0.7677261613691931; 0.7815612904032667
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.53125    0.59375    0.48958333 0.52083333 0.53191489]; 0.5157232704402516; 0.5031446540880503; 0.7864321608040201; 0.9707112970711297; 0.9707112970711297; 0.9707112970711297; 0.5389221556886228; 0.5357142857142857; 0.5145238095238095; 0.49681528662420377; 0.5131578947368421; 0.50356689917565; 0.7880299251870323; 0.7919799498746867; 0.7864181865242451
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.69791667 0.60416667 0.60416667 0.60416667]; 0.61875; 0.5625; 0.615; 0.5835294117647059; 0.5166666666666667; 0.6312500000000001; 0.6211180124223602; 0.5747126436781609; 0.6229727601952448; 0.5205479452054793; 0.4578313253012048; 0.56657800031294; 0.5792349726775956; 0.5170731707317073; 0.6175109443402126
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.61458333 0.63541667 0.70833333 0.69148936 0.68085106]; 0.5632911392405063; 0.6582278481012658; 0.8055555555555556; 0.9352818371607515; 0.9411764705882353; 0.9348739495798319; 0.5605095541401273; 0.6027397260273972; 0.5660757453666397; 0.7157894736842104; 0.7906976744186046; 0.6453488372093024; 0.8135593220338984; 0.8463476070528967; 0.8054522845391066
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.60416667 0.60416667 0.52083333 0.51041667]; 0.60625; 0.51875; 0.7825; 0.9311740890688259; 0.9583333333333334; 0.9291666666666668; 0.6134969325153375; 0.6329113924050633; 0.6065791529926552; 0.5095541401273885; 0.5063291139240507; 0.5185966557274574; 0.7862407862407863; 0.8040201005025126; 0.7826070651766294
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.67361111 0.55555556 0.63194444 0.64583333 0.65492958]; 0.6317991631799164; 0.6401673640167364; 0.6404682274247492; 0.6024844720496894; 0.5403899721448467; 0.6434540389972145; 0.6271186440677966; 0.6016260162601627; 0.6327095598542192; 0.6260869565217392; 0.576; 0.6432631578947368; 0.6126126126126126; 0.5601317957166392; 0.6416957790128187
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.57638889 0.57638889 0.56944444 0.55555556]; 0.575; 0.5; 0.8025; 0.9787234042553191; 0.9583333333333334; 0.9791666666666667; 0.5853658536585366; 0.5669291338582677; 0.5754999651592223; 0.44954128440366975; 0.49; 0.49857142857142855; 0.797262617621899; 0.7938671209540034; 0.8023169209990245
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.56944444 0.52777778 0.5625     0.55555556 0.59027778]; 0.5458333333333333; 0.5791666666666667; 0.7983333333333333; 0.9546742209631728; 0.9361111111111111; 0.9555555555555556; 0.5977859778597786; 0.5785714285714286; 0.5392857142857144; 0.5213270142180095; 0.514018691588785; 0.572798819478603; 0.7962962962962963; 0.7792421746293245; 0.7985586927109523
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.50694444 0.5        0.5625     0.47222222 0.52112676]; 0.49372384937238495; 0.4895397489539749; 0.5367892976588629; 0.5733882030178327; 0.5821727019498607; 0.5668523676880223; 0.4573991031390135; 0.4358974358974359; 0.4925388818831442; 0.5158730158730159; 0.5158730158730159; 0.4880250035117292; 0.5398671096345515; 0.5398671096345515; 0.5367685716522926
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.54166667 0.47916667 0.51388889 0.52777778 0.52083333]; 0.44583333333333336; 0.475; 0.7841666666666667; 1.0; 1.0; 1.0; 0.44813278008298757; 0.46153846153846156; 0.44621638524077556; 0.5; 0.4883720930232558; 0.4739157762413576; 0.786479802143446; 0.7871287128712872; 0.7841367470080342
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.49305556 0.52777778 0.52777778 0.57746479 0.53521127]; 0.4411764705882353; 0.49159663865546216; 0.7734899328859061; 0.9775910364145658; 0.9748603351955307; 0.9776536312849162; 0.4140969162995594; 0.3949579831932773; 0.4411764705882353; 0.4851063829787234; 0.4453125; 0.4953835227272727; 0.7704081632653061; 0.7487603305785124; 0.7738690920354232
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.56944444 0.62676056 0.64084507 0.64084507]; 0.6512605042016807; 0.5630252100840336; 0.6243697478991597; 0.637883008356546; 0.6414565826330533; 0.6358543417366946; 0.695970695970696; 0.6934306569343066; 0.6437450314374503; 0.5666666666666667; 0.6296296296296297; 0.5686609686609687; 0.6368805848903331; 0.6511627906976745; 0.6240507831039392
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.6875     0.64583333 0.63194444 0.61805556]; 0.5875; 0.6208333333333333; 0.8033333333333333; 0.9357541899441341; 0.9305555555555556; 0.936111111111111; 0.5991902834008097; 0.6065573770491803; 0.587176993609336; 0.6617100371747212; 0.7063492063492064; 0.6163324979114454; 0.8084415584415584; 0.819078947368421; 0.8031205547652916
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.52083333 0.65492958 0.53521127 0.61267606 0.58450704]; 0.5780590717299579; 0.5907172995780591; 0.7740303541315345; 0.899290780141844; 0.8904494382022472; 0.9002808988764045; 0.5967741935483871; 0.6166666666666667; 0.5775641025641026; 0.5941422594142259; 0.6173913043478261; 0.5914825374198147; 0.7751677852348993; 0.7817258883248731; 0.7740562214733608
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.55208333 0.61458333 0.48947368 0.52105263 0.5       ]; 0.5094339622641509; 0.5440251572327044; 0.5264150943396226; 0.3524355300859599; 0.2578616352201258; 0.5262054507337526; 0.1958762886597938; 0.1130952380952381; 0.5332142857142858; 0.12121212121212122; 0.06944444444444445; 0.5031130268199234; 0.2876064333017975; 0.1926489226869455; 0.5239149732036475
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.56770833 0.59473684 0.55789474 0.49473684 0.53684211]; 0.6246056782334385; 0.5394321766561514; 0.832282471626734; 0.9989484752891693; 0.9978991596638656; 0.9989495798319328; 0.6360856269113151; 0.65; 0.6243630573248407; 0.532051282051282; 0.5496688741721855; 0.5398946780499481; 0.8327044025157232; 0.841168996188056; 0.8323492039763809
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65104167 0.61979167 0.63541667 0.61052632 0.58947368]; 0.6069182389937107; 0.5566037735849056; 0.7914572864321608; 0.9293361884368309; 0.9079497907949791; 0.9309623430962344; 0.622356495468278; 0.6204819277108434; 0.6062935954343691; 0.555205047318612; 0.5605095541401274; 0.556652292598014; 0.7901390644753478; 0.7802746566791511; 0.7915279730930521
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.53684211 0.53157895 0.48947368 0.53684211 0.53157895]; 0.509493670886076; 0.4873417721518987; 0.6270543615676359; 0.709883103081828; 0.7031578947368421; 0.7126315789473684; 0.5141065830721003; 0.5222929936305732; 0.5095741697712615; 0.5; 0.5159235668789809; 0.4875215318671634; 0.6275252525252526; 0.6299112801013942; 0.6270615669107225
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52083333 0.48958333 0.453125   0.45833333 0.48958333]; 0.49375; 0.478125; 0.794375; 1.0; 1.0; 1.0; 0.47058823529411764; 0.4864864864864865; 0.4932432432432432; 0.5073746312684365; 0.5119047619047619; 0.4763471177944862; 0.7950155763239876; 0.8015075376884422; 0.7944104852621314
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.546875   0.57894737 0.53157895 0.47368421 0.51052632]; 0.4921135646687697; 0.49842271293375395; 0.7831021437578815; 0.9747368421052631; 0.9726890756302521; 0.9747899159663865; 0.49529780564263326; 0.512987012987013; 0.49268982551191143; 0.4717607973421927; 0.46710526315789475; 0.497188995215311; 0.780891719745223; 0.7838874680306905; 0.7831128882442011
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.53645833 0.66666667 0.65625    0.62105263 0.66315789]; 0.660377358490566; 0.5849056603773585; 0.6494974874371859; 0.6327944572748269; 0.5732217573221757; 0.6673640167364017; 0.6645962732919255; 0.6369047619047619; 0.6617857142857143; 0.5796178343949044; 0.6190476190476191; 0.5873015873015873; 0.6284953395472703; 0.5952080706179067; 0.6492936473239721
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.59895833 0.58333333 0.6        0.68947368 0.61052632]; 0.5723270440251572; 0.5880503144654088; 0.8031446540880504; 0.9513742071881607; 0.9433962264150944; 0.9517819706498951; 0.5696202531645569; 0.5769230769230769; 0.5724121557454891; 0.6042296072507553; 0.6134969325153374; 0.5873936275479913; 0.8035153797865662; 0.8040201005025126; 0.8031435515107022
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.51041667 0.61052632 0.53157895 0.56842105 0.59473684]; 0.6246056782334385; 0.5646687697160884; 0.7755359394703657; 0.8954593453009503; 0.8907563025210085; 0.8960084033613446; 0.6382978723404255; 0.6441717791411042; 0.624033941518604; 0.5660377358490566; 0.5732484076433121; 0.5647492038216559; 0.7766624843161856; 0.7776381909547738; 0.7755279562368806
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62083333 0.6125     0.55462185 0.60084034 0.6512605 ]; 0.6274509803921569; 0.6218487394957983; 0.6210691823899371; 0.555229716520039; 0.47571189279731996; 0.61892797319933; 0.61671469740634; 0.5879120879120879; 0.6282417582417583; 0.6064139941690962; 0.5942857142857143; 0.6213186813186813; 0.5779334500875657; 0.5188679245283019; 0.6210691823899371
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.575      0.6        0.6125     0.58333333 0.58403361]; 0.5577464788732395; 0.543661971830986; 0.8322851153039832; 0.9991659716430359; 1.0; 0.9991652754590985; 0.5813333333333334; 0.6449704142011834; 0.5617325189285487; 0.5929648241206029; 0.6344086021505376; 0.5390977921995291; 0.8377281947261662; 0.8658280922431866; 0.8322851153039832
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59243697 0.56302521 0.57142857 0.55882353 0.66806723]; 0.5988857938718662; 0.5821727019498607; 0.810796645702306; 0.9435551811288965; 0.9411764705882353; 0.9436974789915966; 0.5932203389830509; 0.5898876404494382; 0.5988112235396362; 0.5762711864406779; 0.56353591160221; 0.582329753553914; 0.8094986807387863; 0.8039832285115304; 0.8107966457023061
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.45378151 0.49159664 0.50840336 0.52521008 0.52542373]; 0.4444444444444444; 0.49722222222222223; 0.5906708595387841; 0.6581196581196581; 0.6481481481481481; 0.6632996632996633; 0.45054945054945056; 0.47674418604651164; 0.4458189015338941; 0.49299719887955185; 0.46808510638297873; 0.4985774369124196; 0.5869910100475938; 0.5817610062893082; 0.5906708595387841
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50840336 0.50420168 0.45798319 0.49579832 0.50840336]; 0.4818941504178273; 0.5181058495821727; 0.8081761006289309; 0.9940828402366864; 0.9882352941176471; 0.9941176470588236; 0.489010989010989; 0.5144508670520231; 0.4830318851389148; 0.5386666666666666; 0.543010752688172; 0.5171701162284791; 0.809573361082206; 0.8155136268343816; 0.8081761006289307
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.54166667 0.44117647 0.46638655 0.5        0.44117647]; 0.48324022346368717; 0.5335195530726257; 0.8118448637316562; 0.994142259414226; 0.9966442953020134; 0.9941275167785234; 0.47293447293447294; 0.48823529411764705; 0.4834793491864831; 0.544959128065395; 0.5319148936170213; 0.5336045056320401; 0.8123366440146368; 0.8144654088050315; 0.8118448637316562
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.62083333 0.64285714 0.61764706 0.57983193 0.61764706]; 0.6312849162011173; 0.6061452513966481; 0.6619496855345912; 0.6593406593406593; 0.6040268456375839; 0.6879194630872484; 0.616279069767442; 0.5698924731182796; 0.6337834458614653; 0.5714285714285714; 0.5465116279069767; 0.603900975243811; 0.6345609065155808; 0.5870020964360587; 0.6619496855345912
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.59166667 0.60416667 0.59166667 0.56722689 0.57563025]; 0.6264044943820225; 0.6151685393258427; 0.8233752620545073; 0.9440267335004177; 0.9448160535117057; 0.9439799331103679; 0.6029850746268657; 0.5838150289017341; 0.6252408477842004; 0.5784615384615384; 0.5136612021857924; 0.6181022773934743; 0.8185245018847603; 0.7966457023060797; 0.8233752620545073
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6        0.6125     0.58823529 0.61764706 0.61344538]; 0.6414565826330533; 0.5322128851540616; 0.7720125786163522; 0.881956155143339; 0.8760469011725294; 0.8827470686767169; 0.6595744680851063; 0.656084656084656; 0.640542328042328; 0.5348189415041783; 0.5714285714285714; 0.5343915343915343; 0.7735554398750651; 0.7788259958071279; 0.7720125786163521
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57342657 0.58041958 0.54545455 0.58391608 0.52112676]; 0.5625; 0.6083333333333333; 0.5655136268343816; 0.38834951456310685; 0.2801120448179272; 0.5588235294117646; 0.4134078212290503; 0.32456140350877194; 0.5511695906432749; 0.5392156862745099; 0.4365079365079365; 0.6173767752715121; 0.4133050247699929; 0.3060796645702306; 0.5655136268343816
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51388889 0.56944444 0.57342657 0.5979021  0.57342657]; 0.5569620253164557; 0.5949367088607594; 0.8862683438155137; 0.9887323943661972; 0.9790794979079498; 0.9888423988842399; 0.5849802371541502; 0.6166666666666667; 0.5561965811965812; 0.6129032258064516; 0.6495726495726496; 0.5956196581196582; 0.8870380010411244; 0.8930817610062893; 0.8862683438155137
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56643357 0.63636364 0.57342657 0.59090909 0.5915493 ]; 0.5583333333333333; 0.6166666666666667; 0.8611111111111112; 0.9525831564048124; 0.9425770308123249; 0.9530812324929971; 0.5859375; 0.6147540983606558; 0.5573770491803278; 0.6166666666666666; 0.6271186440677966; 0.6168380105584885; 0.8611838658983761; 0.8616352201257862; 0.8611111111111113
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.53846154 0.54195804 0.47552448 0.5       ]; 0.43333333333333335; 0.4708333333333333; 0.6058700209643606; 0.6464208242950109; 0.6260504201680672; 0.657563025210084; 0.38181818181818183; 0.3442622950819672; 0.4348430119477632; 0.4595744680851064; 0.4576271186440678; 0.4706168380105585; 0.5908596300326442; 0.5691823899371069; 0.6058700209643606
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.49652778 0.5        0.51398601 0.46853147 0.5034965 ]; 0.5336134453781513; 0.453781512605042; 0.8736897274633124; 1.0; 1.0; 1.0; 0.54320987654321; 0.528; 0.5339115044247787; 0.4396551724137931; 0.45132743362831856; 0.4536637168141593; 0.8736234923964341; 0.8731656184486373; 0.8736897274633124
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.49305556 0.47222222 0.5034965  0.47902098 0.45104895]; 0.47257383966244726; 0.5274261603375527; 0.8674004192872118; 0.9889502762430938; 0.99860529986053; 0.98884239888424; 0.4541484716157205; 0.46846846846846846; 0.4723294723294723; 0.5555555555555556; 0.5555555555555556; 0.5255255255255256; 0.8688439606013479; 0.8784067085953878; 0.8674004192872117
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62152778 0.66083916 0.66783217 0.59440559 0.61538462]; 0.5798319327731093; 0.6428571428571429; 0.6546121593291404; 0.6467958271236961; 0.6061452513966481; 0.6689944134078213; 0.5535714285714286; 0.5210084033613446; 0.5798319327731092; 0.62882096069869; 0.6050420168067226; 0.6428571428571429; 0.6328690807799443; 0.5953878406708596; 0.6546121593291405
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61111111 0.59027778 0.61888112 0.62937063 0.61888112]; 0.5654008438818565; 0.6286919831223629; 0.8469601677148847; 0.9307745030843043; 0.9470013947001394; 0.9295676429567644; 0.5462555066079295; 0.5740740740740741; 0.5661068044788975; 0.648; 0.627906976744186; 0.6287683031869078; 0.8491735537190083; 0.8616352201257862; 0.8469601677148847
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62937063 0.61888112 0.62237762 0.61538462 0.66783217]; 0.5355648535564853; 0.606694560669456; 0.80083857442348; 0.8775367389783064; 0.8769230769230769; 0.8776223776223775; 0.497737556561086; 0.48672566371681414; 0.5330453715409467; 0.6016949152542374; 0.5634920634920635; 0.6091796600646159; 0.7985153764581123; 0.789308176100629; 0.80083857442348
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.85416667 0.90625    0.88297872 0.84042553 0.88297872]; 0.4936708860759494; 0.5506329113924051; 0.7721518987341772; 0.9397089397089399; 0.9535864978902954; 0.9388185654008439; 0.5744680851063829; 0.7297297297297297; 0.5077220077220077; 0.6120218579234972; 0.6588235294117647; 0.54174053182917; 0.7887323943661972; 0.8484848484848485; 0.7719581602830334
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.90625    0.86458333 0.90625    0.88541667]; 0.5875; 0.5375; 0.825; 1.0; 1.0; 1.0; 0.6796116504854369; 0.813953488372093; 0.5691389063482087; 0.6262626262626264; 0.7380952380952381; 0.5269423558897244; 0.8416289592760181; 0.9073170731707317; 0.8228893058161352
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.86458333 0.78125    0.91666667 0.88541667]; 0.475; 0.54375; 0.78875; 0.9751037344398341; 0.9791666666666666; 0.975; 0.5670103092783505; 0.7857142857142857; 0.5095238095238095; 0.6439024390243903; 0.8048780487804879; 0.5370544090056286; 0.8081725312145291; 0.9081632653061225; 0.7910914365746299
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.59375    0.64583333 0.65957447 0.55319149 0.68085106]; 0.4430379746835443; 0.5569620253164557; 0.610126582278481; 0.704724409448819; 0.7552742616033755; 0.6835443037974683; 0.5111111111111111; 0.647887323943662; 0.4618746964545896; 0.6464646464646465; 0.7529411764705882; 0.5408541498791297; 0.6523702031602708; 0.7353689567430025; 0.6107575262304433
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.66666667 0.59375    0.61458333 0.59574468]; 0.4968553459119497; 0.5031446540880503; 0.800251256281407; 1.0; 1.0; 1.0; 0.5294117647058824; 0.5294117647058824; 0.49443561208267084; 0.5485714285714285; 0.5647058823529412; 0.4985691573926868; 0.8068043742405833; 0.8117359413202934; 0.7999248182053663
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.64583333 0.4893617  0.54255319 0.60638298 0.57446809]; 0.5031847133757962; 0.42038216560509556; 0.7315521628498728; 0.9106382978723404; 0.9067796610169492; 0.9110169491525424; 0.5666666666666668; 0.6219512195121951; 0.4976422764227642; 0.3973509933774834; 0.43478260869565216; 0.42193675889328064; 0.7365792759051186; 0.7622739018087855; 0.7320141438868488
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; 4; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.78723404 0.79787234 0.85106383 0.80851064 0.85106383]; 0.5576923076923077; 0.5641025641025641; 0.7621483375959079; 0.8946236559139783; 0.8851063829787233; 0.8957446808510638; 0.6101694915254238; 0.7397260273972602; 0.5686581944215217; 0.66; 0.7951807228915663; 0.5482752929526324; 0.7790973871733966; 0.8388746803069054; 0.7621483375959079
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.875      0.93617021 0.89361702 0.88297872]; 0.4873417721518987; 0.5886075949367089; 0.8012658227848102; 0.9767441860465116; 0.9746835443037974; 0.9767932489451476; 0.5846153846153845; 0.7125; 0.48445512820512815; 0.6666666666666666; 0.7738095238095238; 0.5760939510939511; 0.8180764774044033; 0.8802992518703242; 0.8000467981716659
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.92708333 0.89583333 0.94680851 0.91489362 0.95744681]; 0.5759493670886076; 0.47468354430379744; 0.8037974683544303; 0.9893390191897655; 0.9789029535864979; 0.989451476793249; 0.588957055214724; 0.5647058823529412; 0.576873489121676; 0.43537414965986393; 0.3950617283950617; 0.4767516434183101; 0.8010269576379974; 0.7741935483870968; 0.8044094356922564
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.92361111 0.92361111 0.92361111 0.92361111 0.91549296]; 0.4602510460251046; 0.5230125523012552; 0.7909698996655519; 0.9902912621359223; 0.9944289693593314; 0.9902506963788301; 0.5714285714285715; 0.819047619047619; 0.49907604832977964; 0.6415094339622641; 0.8292682926829268; 0.5137720773759461; 0.8134328358208955; 0.9284497444633731; 0.7934531152530331
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.91666667 0.88028169 0.93661972 0.95070423 0.9084507 ]; 0.5316455696202531; 0.5358649789029536; 0.8136593591905565; 1.0; 1.0; 1.0; 0.607773851590106; 0.7747747747747747; 0.5461175461175461; 0.6071428571428571; 0.6910569105691057; 0.5297389816003423; 0.8266666666666665; 0.8932203389830509; 0.8140598339210556
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.90140845 0.86619718 0.86619718 0.90140845 0.88732394]; 0.5677966101694916; 0.5932203389830508; 0.8257191201353637; 0.9887323943661972; 0.9887323943661972; 0.9887323943661972; 0.5984251968503937; 0.672566371681416; 0.5720555435642852; 0.633587786259542; 0.6974789915966386; 0.5923292393880629; 0.831973898858075; 0.868824531516184; 0.8260089044135541
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.51388889 0.53472222 0.57746479 0.61971831 0.55633803]; 0.5588235294117647; 0.5; 0.6428571428571429; 0.7172995780590717; 0.7142857142857143; 0.7184873949579833; 0.5914396887159533; 0.6229508196721312; 0.5571650650084794; 0.5576208178438661; 0.6097560975609756; 0.4961823966065748; 0.65642683912692; 0.6744186046511628; 0.6424814111691187
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.53472222 0.55633803 0.54929577 0.48591549 0.59859155]; 0.5021097046413502; 0.510548523206751; 0.7976391231028668; 0.9916201117318436; 0.9971910112359551; 0.9915730337078653; 0.4824561403508772; 0.4435483870967742; 0.5049600342563517; 0.45794392523364486; 0.44954128440366975; 0.5060206422018348; 0.7927461139896373; 0.7792869269949066; 0.7975161603148738
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.48611111 0.49305556 0.54166667 0.58333333 0.48591549]; 0.497907949790795; 0.497907949790795; 0.7884615384615384; 0.9817671809256662; 0.9749303621169917; 0.9818941504178271; 0.4594594594594595; 0.46788990825688076; 0.4954834156669019; 0.5121951219512195; 0.525; 0.4977941176470588; 0.785774767146486; 0.7891156462585034; 0.7884722968134622
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77083333 0.81944444 0.77777778 0.76388889 0.85915493]; 0.47280334728033474; 0.5146443514644351; 0.7090301003344481; 0.84985835694051; 0.8356545961002786; 0.8523676880222841; 0.5078125; 0.6435643564356436; 0.4956952216960827; 0.5396825396825397; 0.591304347826087; 0.5174263674614307; 0.7133443163097198; 0.7530434782608696; 0.7106602254428341
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.84507042 0.88028169 0.87323944 0.90140845 0.88732394]; 0.5127118644067796; 0.5296610169491526; 0.8003384094754653; 0.9857954545454546; 0.9774647887323944; 0.9859154929577465; 0.5344129554655871; 0.528; 0.5117477477477478; 0.5680933852140078; 0.584; 0.5262342342342343; 0.804635761589404; 0.8033057851239669; 0.8002664107595571
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.83333333 0.90277778 0.83098592 0.79577465 0.86619718]; 0.5336134453781513; 0.5504201680672269; 0.788235294117647; 0.9517045454545454; 0.938375350140056; 0.9523809523809523; 0.5992779783393501; 0.680327868852459; 0.5298191068400226; 0.6192170818505337; 0.7131147540983607; 0.5462125494629735; 0.8003169572107766; 0.8402662229617305; 0.7877052676778092
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.90625    0.84375    0.88541667 0.88020833 0.85263158]; 0.5579937304075235; 0.5611285266457681; 0.8076441102756893; 0.9726890756302521; 0.9665970772442589; 0.9728601252609603; 0.6666666666666666; 0.8867924528301887; 0.5590212264150943; 0.6759259259259259; 0.9012345679012346; 0.5557128253518911; 0.8301051466519093; 0.9375; 0.8073178391959799
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.86458333 0.85789474 0.87894737 0.86315789 0.87368421]; 0.5394321766561514; 0.5615141955835962; 0.8095838587641866; 0.9821615949632739; 0.9831932773109243; 0.9821428571428572; 0.635; 0.8193548387096774; 0.5454798884906411; 0.6567901234567901; 0.8109756097560976; 0.5525466284074605; 0.8282138794084187; 0.9157232704402516; 0.8093154910987604
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.86458333 0.875      0.84736842 0.83684211 0.88421053]; 0.5125786163522013; 0.48742138364779874; 0.7924528301886793; 0.9874213836477987; 0.9874213836477987; 0.9874213836477987; 0.6035805626598466; 0.7468354430379747; 0.5140427215189873; 0.5788113695090439; 0.7088607594936709; 0.48880537974683547; 0.8094688221709008; 0.8839848675914249; 0.7926825216250725
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.55729167 0.53645833 0.55729167 0.64583333 0.58947368]; 0.5047021943573667; 0.5203761755485894; 0.6278195488721805; 0.7049009384775808; 0.7056367432150313; 0.7045929018789143; 0.5485714285714285; 0.6575342465753424; 0.5166283949639718; 0.5808219178082191; 0.6272189349112426; 0.5136094674556213; 0.6451612903225806; 0.6801007556675063; 0.6280803030207855
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.578125   0.57291667 0.58854167 0.53157895 0.50526316]; 0.4559748427672956; 0.5377358490566038; 0.7977386934673367; 0.9979035639412999; 0.99581589958159; 0.997907949790795; 0.47094801223241595; 0.4935897435897436; 0.45667141500474834; 0.553191489361702; 0.5870967741935483; 0.5389471601029091; 0.7999999999999999; 0.8162230671736375; 0.7978998274847017
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.56842105 0.57368421 0.54736842 0.53157895 0.5       ]; 0.46835443037974683; 0.5063291139240507; 0.7563291139240507; 0.9357218124341413; 0.9367088607594937; 0.9356540084388186; 0.44000000000000006; 0.42038216560509556; 0.46805271802267356; 0.5; 0.5; 0.50625; 0.7533632286995514; 0.747141041931385; 0.7562943545091982
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.74210526 0.74210526 0.77894737 0.74736842 0.74468085]; 0.5664556962025317; 0.5031645569620253; 0.7; 0.8064516129032258; 0.7911392405063291; 0.810126582278481; 0.6366047745358091; 0.7407407407407407; 0.5619288119288118; 0.5900783289817232; 0.70625; 0.5005608974358975; 0.7195266272189349; 0.7638190954773869; 0.69951158855502
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.84736842 0.86315789 0.91052632 0.87894737 0.85789474]; 0.6107594936708861; 0.5569620253164557; 0.8166877370417194; 0.9716088328075709; 0.9726315789473684; 0.9715789473684211; 0.6702412868632708; 0.7396449704142012; 0.6011150022139032; 0.6022727272727272; 0.7412587412587412; 0.5729415093576944; 0.8269689737470168; 0.8805590851334181; 0.8170091023151367
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.84736842 0.83157895 0.81578947 0.88421053 0.81052632]; 0.5316455696202531; 0.5189873417721519; 0.7996207332490518; 0.9823468328141226; 0.9957894736842106; 0.9821052631578947; 0.5672514619883041; 0.6217948717948718; 0.532772435897436; 0.5606936416184971; 0.5878787878787879; 0.5157936985751556; 0.8079951544518473; 0.8379396984924623; 0.799376973928165
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; 10; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.83613445 0.8907563  0.89495798 0.84033613 0.87394958]; 0.5376044568245125; 0.48467966573816157; 0.7966457023060797; 0.9688814129520605; 0.9680672268907563; 0.9689075630252101; 0.6391304347826087; 0.8121546961325967; 0.5352908312123658; 0.6055437100213219; 0.797752808988764; 0.4872741945496306; 0.8168083097261567; 0.9067085953878407; 0.7966457023060798
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8487395  0.8697479  0.8697479  0.84033613 0.87288136]; 0.525; 0.4861111111111111; 0.8029350104821803; 0.983108108108108; 0.9797979797979798; 0.9831649831649831; 0.6415094339622642; 0.8138297872340425; 0.5115660564077189; 0.6004319654427647; 0.8081395348837209; 0.4998144482929243; 0.8229755178907722; 0.9161425576519916; 0.8029350104821802
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.86666667 0.82352941 0.83193277 0.8487395  0.84033613]; 0.5977653631284916; 0.5865921787709497; 0.8370020964360587; 0.9839119390347163; 0.9748322147651006; 0.9840604026845637; 0.648780487804878; 0.7037037037037037; 0.591496822266053; 0.6336633663366337; 0.757396449704142; 0.5956294417832879; 0.844110275689223; 0.8825995807127882; 0.8370020964360587
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.60833333 0.58333333 0.55882353 0.57983193 0.55462185]; 0.47058823529411764; 0.49019607843137253; 0.5791404612159329; 0.6256499133448873; 0.6046901172529313; 0.6381909547738693; 0.4878048780487805; 0.47619047619047616; 0.47023809523809523; 0.4709302325581395; 0.48214285714285715; 0.4897486772486772; 0.5698982324584895; 0.5576519916142557; 0.5791404612159329
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59243697 0.57563025 0.60504202 0.57142857 0.55462185]; 0.5013927576601671; 0.5097493036211699; 0.8123689727463312; 0.9974811083123426; 0.9983193277310924; 0.9974789915966387; 0.4750733137829913; 0.44751381215469616; 0.5018467937177975; 0.49425287356321834; 0.48314606741573035; 0.5095288348128376; 0.8095744680851064; 0.7976939203354297; 0.8123689727463312
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.53361345 0.52941176 0.50840336 0.53781513 0.51271186]; 0.425; 0.46944444444444444; 0.7568134171907757; 0.9444444444444444; 0.9444444444444444; 0.9444444444444444; 0.42659279778393355; 0.42777777777777776; 0.425; 0.47091412742382277; 0.4722222222222222; 0.46944444444444444; 0.7570680628272252; 0.7578616352201258; 0.7568134171907759
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.73333333 0.7375     0.73109244 0.72689076 0.74789916]; 0.5462184873949579; 0.5826330532212886; 0.6886792452830188; 0.7704785077047851; 0.7956448911222781; 0.7629815745393634; 0.5668449197860963; 0.6022727272727273; 0.5469927172275239; 0.6068601583113457; 0.6353591160220995; 0.5818841034655952; 0.7009063444108761; 0.7295597484276729; 0.6886792452830188
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.85294118 0.83613445 0.83193277 0.82352941 0.86016949]; 0.5277777777777778; 0.5; 0.7987421383647799; 0.9714285714285714; 0.9730639730639731; 0.9713804713804715; 0.5913461538461539; 0.6577540106951871; 0.5225186238447034; 0.5609756097560976; 0.6647398843930635; 0.506166733640382; 0.8095238095238095; 0.8553459119496856; 0.7987421383647799
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.87083333 0.9125     0.85       0.88333333 0.91666667]; 0.5225988700564972; 0.5112994350282486; 0.8118448637316562; 0.9857262804366079; 0.9783333333333334; 0.9858333333333335; 0.5888077858880779; 0.6505376344086021; 0.5157450076804915; 0.5597964376590331; 0.6547619047619048; 0.5182411674347158; 0.8200501253132831; 0.8574423480083857; 0.8118448637316562
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.88541667 0.86805556 0.85664336 0.87412587 0.85664336]; 0.5780590717299579; 0.4936708860759494; 0.8653039832285115; 0.9739985945186226; 0.9665271966527197; 0.9741980474198046; 0.6815286624203821; 0.8699186991869918; 0.566538296961917; 0.6026490066225165; 0.7982456140350878; 0.504813863928113; 0.8739578224619912; 0.9339622641509434; 0.8653039832285115
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.86805556 0.88194444 0.84965035 0.88111888 0.85664336]; 0.5443037974683544; 0.5738396624472574; 0.8784067085953878; 0.9839944328462072; 0.9860529986052998; 0.9839609483960948; 0.6142857142857143; 0.7288135593220338; 0.5450790485685799; 0.6431095406360424; 0.7647058823529411; 0.5730309072781654; 0.8840000000000001; 0.9266247379454927; 0.8784067085953878
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.90277778 0.86713287 0.86363636 0.83916084 0.89160839]; 0.5672268907563025; 0.5546218487394958; 0.8679245283018868; 0.9696969696969697; 0.9608938547486033; 0.9699720670391062; 0.5617021276595744; 0.559322033898305; 0.5671610169491524; 0.5470085470085471; 0.5333333333333333; 0.5548022598870056; 0.8665254237288136; 0.8574423480083857; 0.8679245283018867
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58041958 0.55594406 0.53496503 0.51398601 0.57394366]; 0.5166666666666667; 0.5083333333333333; 0.5759958071278826; 0.5959241040056218; 0.5938375350140056; 0.5973389355742297; 0.4912280701754386; 0.4409448818897638; 0.5213573966970944; 0.44339622641509435; 0.415929203539823; 0.5032401923210926; 0.5657541599570585; 0.5524109014675053; 0.5759958071278826
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.53819444 0.51736111 0.47202797 0.52797203 0.53496503]; 0.45147679324894513; 0.5569620253164557; 0.8763102725366876; 0.9993031358885017; 1.0; 0.9993026499302651; 0.4444444444444445; 0.416; 0.45353571428571426; 0.5161290322580646; 0.5; 0.5539999999999999; 0.8748674443266172; 0.8647798742138365; 0.8763102725366876
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54895105 0.53846154 0.52797203 0.51398601 0.48239437]; 0.4791666666666667; 0.475; 0.8464360587002097; 0.9705882352941176; 0.9705882352941176; 0.9705882352941176; 0.5387453874538746; 0.5793650793650794; 0.47389306599832925; 0.4878048780487805; 0.5263157894736842; 0.4774436090225564; 0.8493573264781491; 0.8658280922431866; 0.8464360587002095
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.70833333 0.73426573 0.75174825 0.75174825 0.76223776]; 0.5588235294117647; 0.5126050420168067; 0.7169811320754716; 0.7840216655382533; 0.8086592178770949; 0.7772346368715083; 0.5643153526970954; 0.5714285714285714; 0.5588235294117647; 0.5503875968992248; 0.5966386554621849; 0.5126050420168068; 0.7267206477732795; 0.7526205450733753; 0.7169811320754716
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82517483 0.78671329 0.79370629 0.82517483 0.82394366]; 0.5583333333333333; 0.5916666666666667; 0.8825995807127882; 0.9859747545582048; 0.9845938375350141; 0.9859943977591037; 0.5826771653543308; 0.6166666666666667; 0.5583333333333333; 0.6230769230769232; 0.675; 0.5916666666666667; 0.8845360824742269; 0.89937106918239; 0.8825995807127883
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82517483 0.85664336 0.87062937 0.83916084 0.85211268]; 0.5791666666666667; 0.5083333333333333; 0.8658280922431866; 0.9739985945186226; 0.9705882352941176; 0.9740896358543418; 0.6217228464419475; 0.6384615384615384; 0.5737762237762237; 0.5317460317460317; 0.6090909090909091; 0.5160839160839161; 0.8681771369721937; 0.8836477987421384; 0.8658280922431867
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.75       0.85416667 0.76041667 0.80208333]; 0.51875; 0.50625; 0.69375; 0.8258317025440313; 0.8791666666666667; 0.8145833333333333; 0.6280193236714975; 0.8333333333333334; 0.5264227642276423; 0.5948717948717949; 0.7733333333333333; 0.5219607843137255; 0.7316538882803943; 0.8498727735368957; 0.6964351582672194
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; 4; svd_trunc_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.77659574 0.77659574 0.78723404 0.75531915 0.80851064]; 0.6025641025641025; 0.5833333333333334; 0.809462915601023; 0.9525862068965518; 0.9404255319148936; 0.9531914893617022; 0.651685393258427; 0.7733333333333333; 0.6088888888888889; 0.644808743169399; 0.7662337662337663; 0.5856485286865034; 0.8193939393939393; 0.8733850129198967; 0.8101102279789356
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.71875    0.72916667 0.72340426 0.73404255 0.76595745]; 0.5632911392405063; 0.5253164556962026; 0.7544303797468355; 0.8931623931623932; 0.8818565400843882; 0.8945147679324895; 0.6101694915254238; 0.6506024096385542; 0.5586345381526104; 0.5901639344262296; 0.675; 0.5233974358974359; 0.7657004830917875; 0.7925; 0.7539423076923076
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; 4; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5        0.5        0.54166667 0.46808511 0.54255319]; 0.5379746835443038; 0.5886075949367089; 0.5984848484848485; 0.6120689655172413; 0.5966386554621849; 0.6218487394957983; 0.5100671140939598; 0.5205479452054794; 0.5367445608380339; 0.5806451612903225; 0.5769230769230769; 0.5884615384615385; 0.5859375000000001; 0.5784061696658098; 0.5981360873142945
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.58333333 0.5        0.5106383  0.43617021 0.44680851]; 0.4620253164556962; 0.5126582278481012; 0.7949367088607595; 1.0; 1.0; 1.0; 0.45859872611464964; 0.42857142857142855; 0.4642857142857143; 0.544378698224852; 0.5227272727272727; 0.5113636363636364; 0.7975; 0.7799511002444988; 0.7954873611458715
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.48958333 0.5        0.39583333 0.46875   ]; 0.5375; 0.55625; 0.80625; 0.9789915966386554; 0.9708333333333333; 0.9791666666666666; 0.5842696629213482; 0.5777777777777777; 0.5317460317460317; 0.5748502994011976; 0.5853658536585366; 0.5555034396497811; 0.8112058465286236; 0.808252427184466; 0.8061880692623361
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.73958333 0.82291667 0.72916667 0.83333333]; 0.61875; 0.63125; 0.74625; 0.8237791932059447; 0.8083333333333333; 0.8270833333333334; 0.6473988439306357; 0.6666666666666666; 0.6162280701754386; 0.6549707602339181; 0.6436781609195402; 0.630058258541962; 0.7509202453987731; 0.7445255474452555; 0.7462987634398512
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.80208333 0.875      0.80208333 0.85416667]; 0.5125; 0.60625; 0.7825; 0.9296375266524519; 0.9083333333333333; 0.93125; 0.5411764705882353; 0.6388888888888888; 0.523989898989899; 0.6519337016574586; 0.7023809523809523; 0.6011904761904762; 0.7878048780487804; 0.8156565656565656; 0.7828282828282829
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.72916667 0.71875    0.64583333 0.73404255 0.73404255]; 0.620253164556962; 0.569620253164557; 0.8005050505050505; 0.9347826086956522; 0.9033613445378151; 0.9369747899159663; 0.6103896103896104; 0.573170731707317; 0.6221116816431322; 0.6046511627906976; 0.6419753086419753; 0.5677409010742345; 0.7989821882951654; 0.7830423940149626; 0.800728358132801
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.80555556 0.80555556 0.75352113 0.72535211 0.84507042]; 0.592436974789916; 0.5966386554621849; 0.7445378151260504; 0.8425531914893616; 0.8319327731092437; 0.8445378151260505; 0.5941422594142259; 0.5966386554621849; 0.5924369747899161; 0.616; 0.6260162601626016; 0.5956168257334747; 0.745393634840871; 0.7429048414023373; 0.7445488674016763
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; 6; svd_trunc_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.71126761 0.6971831  0.71830986 0.72535211 0.72857143]; 0.6059322033898306; 0.635593220338983; 0.8076271186440678; 0.9320113314447593; 0.9293785310734464; 0.9322033898305084; 0.6381322957198443; 0.6833333333333333; 0.6045977011494252; 0.638655462184874; 0.7238095238095238; 0.644347509996365; 0.8109908409658616; 0.8411053540587219; 0.8082398650493277
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65972222 0.73611111 0.6875     0.70422535 0.66901408]; 0.6218487394957983; 0.6176470588235294; 0.790268456375839; 0.9024045261669024; 0.8910614525139665; 0.9036312849162011; 0.6456692913385828; 0.656; 0.6200353982300886; 0.6160337552742615; 0.6517857142857143; 0.6195436507936509; 0.7913188647746243; 0.7966386554621848; 0.7902791267260673
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.47916667 0.57746479 0.59859155 0.54225352 0.52816901]; 0.5443037974683544; 0.5358649789029536; 0.6079258010118044; 0.6545454545454545; 0.6573033707865169; 0.6530898876404494; 0.5537190082644629; 0.5537190082644629; 0.5441008834425763; 0.5132743362831858; 0.5420560747663551; 0.5364126527677929; 0.606931530008453; 0.6147260273972602; 0.6080274655258726
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.47916667 0.52083333 0.47222222 0.55633803 0.56338028]; 0.5168067226890757; 0.4789915966386555; 0.7986577181208053; 0.99860529986053; 1.0; 0.9986033519553073; 0.5454545454545454; 0.5655737704918032; 0.5155455059355569; 0.5000000000000001; 0.5166666666666667; 0.47867231638418084; 0.8029556650246306; 0.815; 0.7985472972972973
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.45138889 0.41666667 0.51388889 0.54166667 0.49305556]; 0.5875; 0.5; 0.8108333333333333; 0.9888579387186631; 0.9861111111111112; 0.988888888888889; 0.5676855895196506; 0.5371900826446281; 0.587922772414751; 0.5161290322580646; 0.5; 0.5; 0.8100418410041841; 0.7947454844006568; 0.8110783259566735
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.8125     0.72222222 0.75694444 0.6875     0.76760563]; 0.6150627615062761; 0.5857740585774058; 0.7140468227424749; 0.7870239774330042; 0.7771587743732591; 0.7896935933147633; 0.640625; 0.6119402985074627; 0.6154939587775409; 0.5751072961373391; 0.5877192982456141; 0.5858596491228071; 0.7145242070116862; 0.7051070840197694; 0.7141834231643838
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.73611111 0.76760563 0.76760563 0.74647887]; 0.592436974789916; 0.6008403361344538; 0.7932773109243697; 0.9224137931034483; 0.8991596638655462; 0.9243697478991596; 0.58008658008658; 0.5826086956521739; 0.5921173559561682; 0.602510460251046; 0.5901639344262295; 0.6011164499717354; 0.7890222984562608; 0.7744107744107744; 0.7932456556617631
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63888889 0.74305556 0.67361111 0.6875     0.75352113]; 0.6150627615062761; 0.5941422594142259; 0.8010033444816054; 0.9312762973352033; 0.924791086350975; 0.9317548746518106; 0.629032258064516; 0.6554621848739496; 0.6152310924369747; 0.5941422594142259; 0.6826923076923077; 0.6043091168091168; 0.8016666666666666; 0.8264604810996563; 0.8016667226345188
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.71875    0.77604167 0.74736842 0.73157895 0.77368421]; 0.5125786163522013; 0.6289308176100629; 0.7094339622641509; 0.8041450777202073; 0.8134171907756813; 0.8018867924528302; 0.553314121037464; 0.6233766233766234; 0.5159566043712385; 0.6685393258426966; 0.7345679012345679; 0.6268993352326685; 0.723021582733813; 0.7604035308953342; 0.7095618658240785
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.75263158 0.65263158 0.70526316 0.64210526 0.72340426]; 0.6329113924050633; 0.5253164556962026; 0.790506329113924; 0.9316508937960041; 0.9345991561181435; 0.931434599156118; 0.6881720430107527; 0.757396449704142; 0.6235961840357445; 0.5786516853932585; 0.6866666666666666; 0.5330923694779115; 0.8028588445503276; 0.849936948297604; 0.7902797829162734
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.70526316 0.65789474 0.73684211 0.73684211 0.65263158]; 0.6139240506329114; 0.5822784810126582; 0.7850821744627055; 0.9075268817204302; 0.888421052631579; 0.9094736842105263; 0.6038961038961039; 0.5849056603773585; 0.6141088811440933; 0.6071428571428571; 0.6071428571428571; 0.5805984555984556; 0.7839898348157561; 0.7693266832917706; 0.785304367286911
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.47368421 0.55263158 0.52631579 0.51052632 0.55319149]; 0.5126582278481012; 0.5063291139240507; 0.5867088607594937; 0.6167597765363129; 0.5822784810126582; 0.6381856540084389; 0.5157232704402515; 0.47953216374269003; 0.5156281508368622; 0.4657534246575342; 0.4594594594594595; 0.5035392535392536; 0.5661129568106312; 0.5372005044136192; 0.5868975838459456
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.44210526 0.47894737 0.48421053 0.50526316 0.51578947]; 0.5126582278481012; 0.5316455696202531; 0.809102402022756; 1.0; 1.0; 1.0; 0.5064102564102564; 0.5031847133757962; 0.5125986459960742; 0.5194805194805195; 0.5; 0.532051282051282; 0.8076433121019108; 0.8005050505050505; 0.8091132847461963
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.57291667 0.53125    0.53157895 0.48421053 0.52105263]; 0.5220125786163522; 0.4779874213836478; 0.7968553459119497; 0.9947534102833158; 0.9937106918238994; 0.9947589098532496; 0.5189873417721519; 0.5189873417721519; 0.521993670886076; 0.4713375796178344; 0.46540880503144655; 0.47798742138364775; 0.7959570435881237; 0.7934508816120907; 0.7968510689467488
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; 8; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66145833 0.66145833 0.63020833 0.71578947 0.62105263]; 0.6383647798742138; 0.6415094339622641; 0.6790201005025126; 0.7134146341463414; 0.7343096234309623; 0.705020920502092; 0.6647230320699709; 0.7307692307692307; 0.6400759734093068; 0.6724137931034483; 0.6923076923076923; 0.6381001548786783; 0.6949253731343285; 0.7247820672478207; 0.6786141007975479
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.75       0.734375   0.734375   0.734375   0.73684211]; 0.567398119122257; 0.6206896551724138; 0.7838345864661654; 0.9075268817204302; 0.8810020876826722; 0.9102296450939458; 0.5818181818181818; 0.6357615894039735; 0.5708569851781773; 0.6512968299711817; 0.6766467065868264; 0.6179286164513079; 0.7853142501555693; 0.7917189460476788; 0.7838444542503724
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.71354167 0.75       0.75263158 0.72631579]; 0.5880503144654088; 0.5911949685534591; 0.7726130653266332; 0.8944618599791013; 0.895397489539749; 0.8943514644351465; 0.6224783861671469; 0.72; 0.5951190476190475; 0.6448087431693988; 0.7421383647798742; 0.5911949685534591; 0.7832335329341317; 0.8310038119440915; 0.7732658811273252
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75       0.75416667 0.74369748 0.71008403 0.68907563]; 0.6218487394957983; 0.6330532212885154; 0.7421383647798742; 0.8055077452667815; 0.7839195979899497; 0.8107202680067; 0.6153846153846154; 0.6242774566473989; 0.6219213370193516; 0.6469002695417789; 0.6521739130434783; 0.6324453380246293; 0.7388535031847133; 0.7295597484276729; 0.7421383647798743
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; 10; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7394958  0.71428571 0.73109244 0.74369748 0.69747899]; 0.6100278551532033; 0.5598885793871866; 0.789832285115304; 0.9124893797790994; 0.9025210084033614; 0.9134453781512605; 0.6650717703349283; 0.7679558011049724; 0.6086970016760817; 0.616504854368932; 0.7134831460674157; 0.5611614625364703; 0.800199302441455; 0.8417190775681341; 0.7898322851153039
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.72916667 0.69583333 0.70833333 0.70416667 0.63865546]; 0.5661971830985916; 0.6253521126760564; 0.7835429769392034; 0.8935810810810811; 0.8831385642737897; 0.8948247078464108; 0.5904255319148936; 0.6132596685082873; 0.565250523909316; 0.6336088154269973; 0.6609195402298851; 0.6260398806121801; 0.7852314092563704; 0.7914046121593291; 0.7835429769392033
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.47478992 0.49579832 0.55042017 0.56722689 0.52118644]; 0.46944444444444444; 0.5166666666666667; 0.5922431865828093; 0.646101113967438; 0.6346801346801347; 0.6523569023569022; 0.4738292011019284; 0.45989304812834225; 0.46983091712775493; 0.5193370165745856; 0.5433526011560693; 0.5176656053908689; 0.5887949260042283; 0.5838574423480084; 0.5922431865828093
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; 10; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.49166667 0.4375     0.47916667 0.51260504 0.44537815]; 0.5028089887640449; 0.550561797752809; 0.8233752620545073; 1.0; 1.0; 1.0; 0.512396694214876; 0.5284090909090909; 0.5030934343434343; 0.5402298850574713; 0.5222222222222223; 0.5508838383838384; 0.8232826428945987; 0.8228511530398323; 0.8233752620545074
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.50833333 0.50840336 0.49159664 0.5        0.46638655]; 0.5111731843575419; 0.4692737430167598; 0.799266247379455; 0.984873949579832; 0.9832214765100671; 0.9848993288590604; 0.5042492917847027; 0.5174418604651163; 0.5114091022755689; 0.4692737430167597; 0.45161290322580644; 0.46999249812453114; 0.7985270910047344; 0.7955974842767296; 0.799266247379455
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73109244 0.68487395 0.71008403 0.64285714 0.75847458]; 0.6444444444444445; 0.6388888888888888; 0.7012578616352201; 0.7310344827586208; 0.7138047138047138; 0.7373737373737372; 0.632183908045977; 0.6470588235294118; 0.6445820433436532; 0.6782178217821783; 0.7210526315789474; 0.6340557275541796; 0.7018828451882845; 0.7033542976939203; 0.7012578616352202
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; 10; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7125     0.6875     0.70416667 0.71008403 0.69327731]; 0.6123595505617978; 0.6039325842696629; 0.8060796645702306; 0.9212121212121211; 0.8896321070234113; 0.9239130434782609; 0.634920634920635; 0.625; 0.611280487804878; 0.5889212827988338; 0.6158536585365854; 0.6048018292682926; 0.802771855010661; 0.789308176100629; 0.8060796645702306
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.74583333 0.73109244 0.72689076 0.7394958  0.70168067]; 0.5418994413407822; 0.5754189944134078; 0.7756813417190775; 0.9042735042735042; 0.8875838926174496; 0.9060402684563758; 0.5980392156862745; 0.6853932584269663; 0.5426966292134832; 0.5978835978835979; 0.6277777777777778; 0.5751248439450687; 0.7811860940695295; 0.80083857442348; 0.7756813417190775
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70629371 0.75524476 0.71678322 0.6958042  0.76408451]; 0.5708333333333333; 0.5166666666666667; 0.7531446540880503; 0.8165938864628821; 0.7857142857142857; 0.8235294117647058; 0.5896414342629482; 0.5967741935483871; 0.5699388209121246; 0.5284552845528455; 0.5603448275862069; 0.518075639599555; 0.7482629609834314; 0.7337526205450734; 0.7531446540880503
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69097222 0.72569444 0.68531469 0.74825175 0.71678322]; 0.5864978902953587; 0.5949367088607594; 0.839622641509434; 0.9207920792079207; 0.9079497907949791; 0.9218967921896791; 0.6259541984732824; 0.6949152542372882; 0.5869534254379718; 0.6417910447761195; 0.7226890756302521; 0.5943953852727532; 0.8425925925925927; 0.8584905660377359; 0.8396226415094341
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.68402778 0.69444444 0.72027972 0.71328671]; 0.5889830508474576; 0.6016949152542372; 0.8149895178197065; 0.8854314002828855; 0.871866295264624; 0.8871866295264624; 0.616600790513834; 0.6446280991735537; 0.5875314408911247; 0.624; 0.6782608695652174; 0.6035932446999641; 0.8158581116327596; 0.8197064989517819; 0.8149895178197065
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.52083333 0.47222222 0.51748252 0.48601399 0.47552448]; 0.5189873417721519; 0.4978902953586498; 0.5089098532494759; 0.546975546975547; 0.592747559274756; 0.5090655509065551; 0.5365853658536586; 0.559322033898305; 0.5191568152684802; 0.5296442687747036; 0.5630252100840336; 0.497614299957271; 0.5435947394057478; 0.5849056603773585; 0.5089098532494759
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.48251748 0.5034965  0.46503497 0.51398601 0.47887324]; 0.5; 0.5083333333333333; 0.8752620545073375; 1.0; 1.0; 1.0; 0.48275862068965514; 0.4628099173553719; 0.5003125217028961; 0.5; 0.4957983193277311; 0.5082297381762623; 0.8744725738396625; 0.8689727463312369; 0.8752620545073375
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51048951 0.48951049 0.52797203 0.49300699 0.50704225]; 0.49166666666666664; 0.44583333333333336; 0.8584905660377359; 0.9895031490552835; 0.9901960784313726; 0.9894957983193278; 0.4786324786324786; 0.4444444444444444; 0.49415204678362573; 0.4571428571428571; 0.49122807017543857; 0.44799498746867167; 0.8584905660377359; 0.8584905660377359; 0.858490566037736
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72727273 0.69230769 0.6958042  0.72027972 0.70774648]; 0.6333333333333333; 0.6; 0.709643605870021; 0.7451790633608816; 0.757703081232493; 0.7408963585434173; 0.6834532374100719; 0.7421875; 0.6255580357142857; 0.6335877862595419; 0.7410714285714286; 0.6088169642857143; 0.7218875502008033; 0.7536687631027253; 0.709643605870021
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70629371 0.70629371 0.72727273 0.69230769 0.74825175]; 0.5815899581589958; 0.6569037656903766; 0.8537735849056604; 0.9305654974946314; 0.9090909090909091; 0.9321678321678323; 0.5798319327731092; 0.6; 0.582258064516129; 0.6796875; 0.7016129032258065; 0.6551542776998598; 0.8524590163934427; 0.8448637316561844; 0.8537735849056604
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.74652778 0.69444444 0.69097222 0.74305556 0.69230769]; 0.5531914893617021; 0.5787234042553191; 0.8291404612159329; 0.9135977337110482; 0.8970792767732962; 0.9151599443671765; 0.5569620253164557; 0.616822429906542; 0.558411214953271; 0.6292134831460675; 0.65625; 0.5711156542056075; 0.8298538622129437; 0.8333333333333334; 0.829140461215933
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.75       0.79787234 0.62765957 0.75531915]; 0.5822784810126582; 0.6645569620253164; 0.7088607594936709; 0.7482993197278912; 0.6962025316455697; 0.7658227848101267; 0.5875; 0.6438356164383562; 0.5866236905721192; 0.6708074534161491; 0.6835443037974683; 0.6645569620253164; 0.6981627296587927; 0.6838046272493573; 0.7084858547718109
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; 4; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.73958333 0.74468085 0.70212766 0.73404255 0.68085106]; 0.6751592356687898; 0.6114649681528662; 0.8002544529262087; 0.9023861171366594; 0.8813559322033898; 0.9046610169491525; 0.679245283018868; 0.6835443037974683; 0.6751054852320677; 0.6013071895424836; 0.6388888888888888; 0.613562091503268; 0.796895213454075; 0.7958656330749354; 0.8001884556352121
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.63541667 0.66666667 0.57291667 0.62765957]; 0.5345911949685535; 0.6415094339622641; 0.7814070351758794; 0.9106029106029107; 0.9163179916317992; 0.9100418410041841; 0.5542168674698795; 0.5227272727272727; 0.53601152368758; 0.6174496644295301; 0.575; 0.6419303797468354; 0.7814070351758795; 0.7641277641277642; 0.7818068126551417
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.57291667 0.51041667 0.52083333 0.5       ]; 0.45; 0.4875; 0.62; 0.7330677290836654; 0.7666666666666667; 0.7208333333333334; 0.47619047619047616; 0.547945205479452; 0.4578806487167375; 0.5340909090909091; 0.5222222222222223; 0.4825396825396825; 0.640661938534279; 0.6724565756823822; 0.619603602702652
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.48958333 0.39583333 0.45833333 0.52083333 0.5212766 ]; 0.49056603773584906; 0.5660377358490566; 0.8115577889447236; 1.0; 1.0; 1.0; 0.47058823529411764; 0.46153846153846156; 0.49002849002849014; 0.5430463576158941; 0.5189873417721519; 0.565743670886076; 0.8081841432225065; 0.797979797979798; 0.8114898989898989
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.54166667 0.46875    0.5625     0.5625    ]; 0.49375; 0.51875; 0.7925; 0.9834024896265561; 0.9875; 0.9833333333333333; 0.4705882352941176; 0.47368421052631576; 0.4927944862155388; 0.5333333333333334; 0.5301204819277109; 0.5183069942106087; 0.7925; 0.7944862155388471; 0.7925049531559573
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.70833333 0.6875     0.63541667 0.69791667]; 0.5625; 0.65; 0.68625; 0.7433264887063655; 0.7541666666666667; 0.7395833333333333; 0.4852941176470588; 0.4342105263157895; 0.556390977443609; 0.6315789473684211; 0.5714285714285714; 0.6541353383458647; 0.6761290322580644; 0.655; 0.68625
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.66666667 0.65625    0.70212766 0.71276596 0.61702128]; 0.5443037974683544; 0.5759493670886076; 0.7632911392405063; 0.899581589958159; 0.9071729957805907; 0.8987341772151899; 0.5609756097560975; 0.4946236559139785; 0.555004135649297; 0.5562913907284769; 0.525; 0.576602564102564; 0.764186633039092; 0.7390243902439024; 0.7642490372272144
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.71875    0.72340426 0.75531915 0.80851064 0.78723404]; 0.5732484076433121; 0.643312101910828; 0.7837150127226463; 0.9010526315789474; 0.9067796610169492; 0.9004237288135594; 0.5179856115107913; 0.5217391304347826; 0.5676877470355731; 0.6626506024096386; 0.6547619047619048; 0.6424494455316373; 0.782051282051282; 0.7840616966580977; 0.7837185057597793
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77777778 0.72222222 0.74305556 0.74305556 0.76056338]; 0.5857740585774058; 0.5313807531380753; 0.697324414715719; 0.7708649468892261; 0.7075208913649025; 0.7896935933147632; 0.47619047619047616; 0.4017857142857143; 0.5749086051743533; 0.43434343434343436; 0.34959349593495936; 0.5368657134847211; 0.6539196940726577; 0.5757575757575758; 0.6965166616329407
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.77777778 0.70833333 0.8125     0.78472222 0.70138889]; 0.6083333333333333; 0.5958333333333333; 0.7683333333333333; 0.8729927007299271; 0.8305555555555556; 0.8791666666666668; 0.5480769230769231; 0.49137931034482757; 0.6045606229143493; 0.5446009389671361; 0.4496124031007752; 0.6076890844332704; 0.7486437613019892; 0.684297520661157; 0.7690395166330996
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.6056338  0.67605634 0.58450704 0.73943662 0.73239437]; 0.6610169491525424; 0.5296610169491526; 0.7893401015228426; 0.9196675900277008; 0.9352112676056338; 0.9183098591549297; 0.6694214876033058; 0.7105263157894737; 0.6626402070750648; 0.5647058823529413; 0.5806451612903226; 0.5269297235023042; 0.7957342083675144; 0.8178752107925801; 0.7892432081127587
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.54929577 0.45774648 0.57746479 0.54225352 0.51428571]; 0.5211864406779662; 0.4872881355932203; 0.5847457627118644; 0.6483516483516484; 0.6666666666666666; 0.6384180790960451; 0.5349794238683127; 0.5241935483870968; 0.5210253456221198; 0.49372384937238495; 0.5042735042735043; 0.4874308697838109; 0.5950413223140496; 0.6050420168067226; 0.5845722904546434
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.43055556 0.46478873 0.5        0.50704225]; 0.4957983193277311; 0.5042016806722689; 0.8; 1.0; 1.0; 1.0; 0.5; 0.5357142857142857; 0.498015873015873; 0.5241935483870969; 0.5158730158730159; 0.5034722222222223; 0.8019966722129783; 0.8100840336134454; 0.8
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.55555556 0.52083333 0.55555556 0.53472222]; 0.5083333333333333; 0.5083333333333333; 0.7991666666666667; 0.9930458970792767; 0.9916666666666667; 0.9930555555555556; 0.4913793103448276; 0.4596774193548387; 0.5100111234705228; 0.48695652173913045; 0.5544554455445545; 0.5146377947147234; 0.7959356477561389; 0.8034188034188035; 0.7992703773191578
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; 6; svd_trunc_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.66901408 0.73943662 0.73239437 0.6971831  0.68571429]; 0.5550847457627118; 0.5847457627118644; 0.6745762711864407; 0.7365356622998543; 0.7146892655367232; 0.7443502824858756; 0.5882352941176471; 0.6; 0.5522522522522522; 0.6016260162601625; 0.6166666666666667; 0.5841954022988506; 0.6767676767676768; 0.671118530884808; 0.6746298334286347
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.71527778 0.69014085 0.64084507 0.73239437]; 0.6554621848739496; 0.6932773109243697; 0.8252100840336134; 0.9256661991584855; 0.9243697478991597; 0.9257703081232493; 0.6719999999999999; 0.6942148760330579; 0.6547997457088366; 0.728624535315985; 0.7716535433070866; 0.6876285734553452; 0.8311688311688312; 0.8462809917355372; 0.8248498975771703
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.65972222 0.63194444 0.65972222 0.61805556]; 0.6875; 0.6083333333333333; 0.8116666666666666; 0.9218106995884775; 0.9333333333333333; 0.9208333333333334; 0.6963562753036437; 0.688; 0.6874782608695652; 0.6016949152542374; 0.5916666666666667; 0.6083333333333334; 0.8135313531353136; 0.8148760330578513; 0.8116396972011946
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.72105263 0.67368421 0.69473684 0.64210526 0.67553191]; 0.6170886075949367; 0.6772151898734177; 0.6721518987341772; 0.6824542518837461; 0.6687763713080169; 0.6888185654008439; 0.5870307167235495; 0.5477707006369427; 0.6166526459159556; 0.6666666666666666; 0.6455696202531646; 0.6772151898734177; 0.6609947643979058; 0.6400506970849176; 0.6721113156726737
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.72916667 0.73958333 0.68229167 0.64583333 0.66842105]; 0.5924764890282131; 0.5987460815047022; 0.7506265664160401; 0.8507462686567164; 0.8329853862212944; 0.8538622129436325; 0.5886075949367089; 0.5375722543352601; 0.5975532504553013; 0.5428571428571428; 0.5033112582781457; 0.5939175339009776; 0.7405475880052151; 0.7073474470734745; 0.7508994486313149
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69270833 0.72395833 0.70833333 0.66666667 0.65789474]; 0.6332288401253918; 0.5736677115987461; 0.7982456140350878; 0.9287925696594428; 0.9394572025052192; 0.9279749478079332; 0.6285714285714286; 0.6073619631901841; 0.6338091867232971; 0.5723270440251571; 0.56875; 0.5736831761006289; 0.7990012484394508; 0.7980049875311721; 0.7982468262592888
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.515625   0.53157895 0.51052632 0.54210526]; 0.46540880503144655; 0.5094339622641509; 0.5320754716981132; 0.5543710021321961; 0.5450733752620545; 0.5618448637316562; 0.46875; 0.4601226993865031; 0.46554522066099346; 0.49019607843137253; 0.47468354430379744; 0.5092167721518986; 0.5242966751918159; 0.5137844611528822; 0.5321447558289664
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.46354167 0.48421053 0.5        0.47894737 0.49473684]; 0.5078864353312302; 0.526813880126183; 0.807061790668348; 1.0; 1.0; 1.0; 0.5094339622641509; 0.49390243902439024; 0.5083891280089271; 0.5562130177514792; 0.6064516129032258; 0.5285344484269215; 0.8097014925373135; 0.8188679245283019; 0.8070319395081459
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.47395833 0.47395833 0.5        0.53125    0.50526316]; 0.5329153605015674; 0.4890282131661442; 0.7988721804511278; 0.9905956112852664; 0.9895615866388309; 0.9906054279749478; 0.514657980456026; 0.5231788079470199; 0.5324227373068433; 0.4858044164037855; 0.4723926380368098; 0.48940144722353307; 0.7969639468690702; 0.7944514501891551; 0.7988446541107669
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.71052632 0.72105263 0.67368421 0.73684211 0.78947368]; 0.6645569620253164; 0.5949367088607594; 0.6902654867256637; 0.7414141414141414; 0.7726315789473684; 0.7305263157894737; 0.7150537634408602; 0.8109756097560976; 0.6587772785622592; 0.6559139784946237; 0.7721518987341772; 0.5949367088607596; 0.7174163783160322; 0.7804265997490589; 0.6895763571993703
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69270833 0.72631579 0.68421053 0.62631579 0.69473684]; 0.668769716088328; 0.6056782334384858; 0.8114754098360656; 0.9263607257203842; 0.9117647058823529; 0.9275210084033613; 0.6708463949843261; 0.6331360946745562; 0.6712977770670078; 0.5762711864406779; 0.5448717948717948; 0.6047340340818602; 0.8072211476466795; 0.7815230961298377; 0.8117806563451737
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.69270833 0.67368421 0.72105263 0.66842105]; 0.6509433962264151; 0.6446540880503144; 0.7861635220125787; 0.8791666666666667; 0.8846960167714885; 0.8784067085953878; 0.6686567164179105; 0.7567567567567568; 0.6577901430842608; 0.6705539358600583; 0.7278481012658228; 0.6451740506329113; 0.7924297924297925; 0.8288633461047255; 0.7867984636347667
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.71666667 0.68067227 0.70168067 0.71008403 0.70168067]; 0.6256983240223464; 0.61731843575419; 0.6781970649895178; 0.7407407407407408; 0.8221476510067114; 0.712248322147651; 0.6778846153846154; 0.8057142857142857; 0.6296330991412958; 0.6698795180722891; 0.7595628415300546; 0.6140671350507416; 0.7149489322191273; 0.8071278825995807; 0.6781970649895178
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; 10; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.66666667 0.72083333 0.65833333 0.73333333 0.7       ]; 0.6610169491525424; 0.6440677966101694; 0.8139412997903563; 0.9083263246425567; 0.9; 0.9091666666666666; 0.7044334975369458; 0.7566137566137566; 0.6540644540644541; 0.6701570680628273; 0.7757575757575758; 0.6524290524290524; 0.8204350025290845; 0.850104821802935; 0.8139412997903563
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.72916667 0.7125     0.60416667 0.63445378 0.61344538]; 0.6629213483146067; 0.6544943820224719; 0.8160377358490566; 0.9084745762711863; 0.8963210702341137; 0.9096989966555183; 0.6551724137931034; 0.6589595375722543; 0.6628131021194605; 0.6573816155988857; 0.644808743169399; 0.6547743137812313; 0.8139904610492846; 0.8050314465408805; 0.8160377358490567
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; 10; svd_trunc_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.56666667 0.6        0.53333333 0.5375     0.54583333]; 0.4943502824858757; 0.4830508474576271; 0.5791404612159329; 0.6309623430962342; 0.6283333333333333; 0.6325000000000001; 0.5013927576601672; 0.5056179775280899; 0.49428626149131766; 0.5067385444743936; 0.5340909090909091; 0.4833375893769152; 0.5828571428571427; 0.5880503144654088; 0.5791404612159329
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.50416667 0.45833333 0.46666667 0.49583333 0.55462185]; 0.4422535211267606; 0.5661971830985916; 0.8155136268343816; 1.0; 1.0; 1.0; 0.44067796610169496; 0.41935483870967744; 0.44340523000572624; 0.5497076023391814; 0.5562130177514792; 0.5657409174778901; 0.8141499472016895; 0.8081761006289309; 0.8155136268343817
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.51666667 0.49579832 0.48319328 0.49159664 0.5210084 ]; 0.5279329608938548; 0.505586592178771; 0.8076519916142557; 0.9823973176865046; 0.9832214765100671; 0.9823825503355704; 0.5395095367847411; 0.55; 0.527808988764045; 0.5096952908587258; 0.5168539325842697; 0.505649188514357; 0.8089536699635606; 0.8144654088050315; 0.8076519916142557
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71428571 0.67647059 0.72268908 0.67647059 0.70338983]; 0.6833333333333333; 0.625; 0.6886792452830188; 0.7268408551068883; 0.7727272727272727; 0.7095959595959596; 0.7259615384615384; 0.8206521739130435; 0.6802124505928854; 0.6564885496183206; 0.7329545454545454; 0.6273468379446641; 0.7133204633204634; 0.7746331236897275; 0.6886792452830188
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69583333 0.72083333 0.68333333 0.69166667 0.66386555]; 0.5971830985915493; 0.6140845070422535; 0.7788259958071279; 0.8820598006644518; 0.8864774624373957; 0.8814691151919867; 0.6166219839142092; 0.625; 0.596125730994152; 0.6225895316804408; 0.6608187134502924; 0.615735443681668; 0.7824742268041237; 0.7955974842767296; 0.778825995807128
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.675      0.69166667 0.70588235 0.69327731 0.66386555]; 0.6274509803921569; 0.6358543417366946; 0.7908805031446541; 0.8870431893687707; 0.8944723618090452; 0.8860971524288107; 0.671604938271605; 0.7861271676300579; 0.6321940185976376; 0.6829268292682927; 0.7608695652173914; 0.631879869313898; 0.8023774145616642; 0.8490566037735849; 0.7908805031446541
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.72222222 0.69230769 0.71678322 0.67132867]; 0.6286919831223629; 0.6413502109704642; 0.6855345911949685; 0.7044982698961938; 0.7099023709902371; 0.702231520223152; 0.6206896551724138; 0.576; 0.63175; 0.5771144278606966; 0.5178571428571429; 0.6349285714285715; 0.6805111821086262; 0.6698113207547169; 0.6855345911949685
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; 12; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70833333 0.70833333 0.68055556 0.72569444 0.70979021]; 0.625531914893617; 0.5914893617021276; 0.8254716981132075; 0.8945506015569709; 0.8789986091794159; 0.8963838664812239; 0.6615384615384616; 0.7226890756302521; 0.6242755722978848; 0.6546762589928057; 0.7844827586206896; 0.5939220515792524; 0.8293182983085596; 0.8480083857442348; 0.8254716981132075
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66666667 0.67708333 0.62237762 0.66783217 0.66783217]; 0.6540084388185654; 0.6455696202531646; 0.8249475890985325; 0.8850889192886456; 0.902370990237099; 0.8828451882845187; 0.6771653543307087; 0.6991869918699187; 0.6522250748823278; 0.6793893129770993; 0.7807017543859649; 0.6505134788189987; 0.8311425682507583; 0.8616352201257862; 0.8249475890985325
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52447552 0.54895105 0.5979021  0.52797203 0.51056338]; 0.4625; 0.5083333333333333; 0.5974842767295597; 0.6384455239417072; 0.6442577030812325; 0.6351540616246498; 0.5057471264367815; 0.5076923076923077; 0.4583916083916083; 0.4957264957264957; 0.5272727272727272; 0.5097902097902098; 0.6033057851239669; 0.6121593291404612; 0.5974842767295597
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.52083333 0.52797203 0.48951049 0.47202797]; 0.5611814345991561; 0.5316455696202531; 0.8873165618448637; 1.0; 1.0; 1.0; 0.5772357723577236; 0.5966386554621849; 0.5610311921378721; 0.5355648535564854; 0.5423728813559322; 0.5316906423586383; 0.8879624804585723; 0.8930817610062893; 0.8873165618448637
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.47902098 0.48951049 0.51398601 0.48943662]; 0.5166666666666667; 0.4666666666666667; 0.8626834381551363; 0.9873949579831933; 0.9873949579831933; 0.9873949579831933; 0.5166666666666667; 0.5344827586206896; 0.5172413793103448; 0.4576271186440678; 0.43548387096774194; 0.467741935483871; 0.8623949579831932; 0.860587002096436; 0.8626834381551363
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70629371 0.69230769 0.68181818 0.6958042  0.70629371]; 0.6569037656903766; 0.6569037656903766; 0.7059748427672956; 0.7319378798109385; 0.7580419580419581; 0.7223776223776224; 0.7132867132867132; 0.7906976744186046; 0.6453488372093024; 0.652542372881356; 0.7; 0.6600775193798449; 0.7199201198202697; 0.7557651991614256; 0.7059748427672956
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71527778 0.68402778 0.66783217 0.67482517 0.71678322]; 0.6075949367088608; 0.6413502109704642; 0.8432914046121593; 0.9142452161587526; 0.899581589958159; 0.9156206415620641; 0.563380281690141; 0.49586776859504134; 0.6100028498147622; 0.5853658536585366; 0.5172413793103449; 0.6387859789113708; 0.8365226899945326; 0.8018867924528302; 0.8432914046121592
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61805556 0.63541667 0.69230769 0.70629371 0.67482517]; 0.6075949367088608; 0.6160337552742616; 0.8254716981132075; 0.8948482709950599; 0.8842398884239888; 0.8960948396094839; 0.5753424657534246; 0.5080645161290323; 0.6124393377105338; 0.5472636815920398; 0.48672566371681414; 0.6102983157293748; 0.818726183995645; 0.7882599580712788; 0.8254716981132075
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.86458333 0.75       0.71276596 0.78723404 0.74468085]; 0.6329113924050633; 0.5949367088607594; 0.7329113924050633; 0.8043956043956043; 0.7721518987341772; 0.8122362869198313; 0.6813186813186813; 0.7654320987654321; 0.6294692961359628; 0.6; 0.6; 0.5948717948717949; 0.7352572145545797; 0.7361809045226131; 0.7328863706286535
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.63541667 0.73958333 0.69791667 0.6875    ]; 0.60625; 0.65625; 0.80375; 0.9199178644763861; 0.9333333333333333; 0.91875; 0.6315789473684211; 0.7012987012987013; 0.6096854952276639; 0.6820809248554913; 0.7662337662337663; 0.660225316851823; 0.8110709987966306; 0.8553299492385786; 0.8045122652596833
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.57291667 0.63541667 0.61458333 0.62765957 0.69148936]; 0.5822784810126582; 0.6265822784810127; 0.7853535353535354; 0.9068322981366459; 0.9201680672268907; 0.9054621848739495; 0.6451612903225806; 0.7058823529411765; 0.5721192586623691; 0.6775956284153005; 0.7209302325581395; 0.6174095607235142; 0.8004694835680751; 0.8337408312958435; 0.7837111467184178
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.41666667 0.46875    0.45833333 0.47916667 0.5       ]; 0.55625; 0.43125; 0.61; 0.668141592920354; 0.6291666666666667; 0.6875; 0.523489932885906; 0.5; 0.5548780487804877; 0.40522875816993464; 0.38271604938271603; 0.4318643538052821; 0.5862068965517241; 0.5538847117794486; 0.6098600616253852
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.51041667 0.4375     0.5        0.47916667]; 0.54375; 0.5125; 0.81125; 1.0; 1.0; 1.0; 0.5921787709497206; 0.5698924731182796; 0.5386775798427219; 0.5301204819277109; 0.5945945945945946; 0.5182275298554369; 0.816969696969697; 0.828009828009828; 0.8109514788904102
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.41666667 0.42708333 0.46875    0.48958333]; 0.525; 0.525; 0.79125; 0.9685534591194969; 0.9625; 0.96875; 0.48648648648648646; 0.48; 0.5223529411764706; 0.48648648648648646; 0.4675324675324675; 0.5229228602722579; 0.7839586028460543; 0.7729591836734694; 0.7908913565426171
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.73958333 0.72916667 0.6875     0.67708333]; 0.69375; 0.65; 0.68625; 0.6932773109243697; 0.6875; 0.6958333333333333; 0.6918238993710693; 0.6626506024096386; 0.6949616648411829; 0.6266666666666667; 0.6438356164383562; 0.6495040151157297; 0.6802547770700637; 0.6742424242424242; 0.686131113111311
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.6875     0.69791667 0.63541667 0.69148936 0.74468085]; 0.6139240506329114; 0.5822784810126582; 0.8358585858585859; 0.9937369519832986; 1.0; 0.9936974789915967; 0.6257668711656442; 0.6219512195121951; 0.613607188703466; 0.5540540540540541; 0.5540540540540541; 0.5805984555984556; 0.8354430379746836; 0.8375634517766497; 0.8358671530240034
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.57291667 0.71875    0.78125    0.65625   ]; 0.65625; 0.65; 0.83375; 0.9535864978902954; 0.9416666666666667; 0.9541666666666667; 0.6745562130177514; 0.6951219512195121; 0.6552532833020639; 0.6781609195402298; 0.7195121951219512; 0.648217636022514; 0.8372093023255813; 0.8465346534653465; 0.8336208620862086
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; 6; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66901408 0.66901408 0.70422535 0.6971831  0.65492958]; 0.6313559322033898; 0.6483050847457628; 0.6776649746192893; 0.6778625954198473; 0.6253521126760564; 0.7028169014084507; 0.6614785992217899; 0.7142857142857143; 0.6306471306471307; 0.6468085106382979; 0.672566371681416; 0.6492913159220088; 0.6678291194420226; 0.6524701873935264; 0.6774955978984438
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.73611111 0.70833333 0.71527778 0.72916667 0.68055556]; 0.5958333333333333; 0.5375; 0.7741666666666667; 0.9135802469135802; 0.925; 0.9125000000000001; 0.6311787072243346; 0.6916666666666667; 0.5958333333333333; 0.5779467680608364; 0.6440677966101694; 0.5392470130591831; 0.7840637450199203; 0.822742474916388; 0.7743280480894231
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66901408 0.68309859 0.71126761 0.6971831  0.62676056]; 0.5847457627118644; 0.5635593220338984; 0.7681895093062606; 0.8984700973574408; 0.9098591549295775; 0.8971830985915493; 0.6111111111111112; 0.6260162601626016; 0.5829196345060795; 0.596078431372549; 0.6440677966101694; 0.5635593220338984; 0.7765089722675366; 0.7986577181208053; 0.7679295416542593
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.54861111 0.57042254 0.51408451 0.50704225]; 0.5168067226890757; 0.4495798319327731; 0.515126050420168; 0.5968331303288673; 0.6862745098039216; 0.5364145658263305; 0.5787545787545787; 0.6694915254237288; 0.5180790960451978; 0.5166051660516605; 0.5982905982905983; 0.4520378611287702; 0.5772893772893773; 0.6655405405405406; 0.5158806381632468
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.45833333 0.5        0.45774648 0.47887324 0.5       ]; 0.42857142857142855; 0.5; 0.7857142857142857; 1.0; 1.0; 1.0; 0.4516129032258065; 0.448; 0.4275398230088495; 0.5062240663900415; 0.5398230088495575; 0.5019115044247787; 0.7880299251870325; 0.7966386554621848; 0.7857142857142857
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.48611111 0.47916667 0.52777778 0.49305556 0.47222222]; 0.4375; 0.4875; 0.7825; 0.9958391123439668; 0.9972222222222222; 0.9958333333333335; 0.4255319148936171; 0.4065040650406504; 0.43829476756306024; 0.49382716049382713; 0.47619047619047616; 0.48809523809523814; 0.7823185988323603; 0.7701149425287356; 0.7826886049361106
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.64583333 0.70138889 0.70422535 0.70422535 0.64788732]; 0.5798319327731093; 0.680672268907563; 0.6781512605042017; 0.6800618238021638; 0.6162464985994398; 0.7100840336134454; 0.5283018867924527; 0.4666666666666667; 0.5807909604519774; 0.616161616161616; 0.5700934579439252; 0.6705429121780695; 0.6376537369914854; 0.577054794520548; 0.6763161761381618
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.70138889 0.68055556 0.73611111 0.70138889]; 0.6166666666666667; 0.5291666666666667; 0.7716666666666666; 0.9034965034965036; 0.8972222222222223; 0.9041666666666666; 0.5855855855855857; 0.5371900826446281; 0.6173345371206334; 0.49327354260089684; 0.44715447154471544; 0.5312695434646655; 0.7637931034482758; 0.7334437086092715; 0.771923196586515
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.70138889 0.70833333 0.66666667 0.70422535 0.68309859]; 0.5672268907563025; 0.5546218487394958; 0.7743288590604027; 0.9147727272727273; 0.8994413407821229; 0.9162011173184358; 0.5579399141630901; 0.5555555555555556; 0.5670339761248853; 0.5431034482758621; 0.5206611570247934; 0.5552023733841916; 0.7698887938408897; 0.7550335570469798; 0.7743288590604026
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.70833333 0.66666667 0.63541667 0.66145833 0.69270833]; 0.603125; 0.61875; 0.663125; 0.6991701244813278; 0.7020833333333333; 0.6979166666666667; 0.5780730897009967; 0.5304878048780488; 0.6049874921826142; 0.6234567901234568; 0.63125; 0.6187499999999999; 0.6607929515418502; 0.6529850746268657; 0.66317595439886
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.65263158 0.65789474 0.68947368 0.65789474 0.59574468]; 0.6392405063291139; 0.5886075949367089; 0.8145569620253165; 0.9486910994764398; 0.9556962025316456; 0.9483122362869199; 0.6148648648648649; 0.610738255033557; 0.6377044568580958; 0.59375; 0.5621301775147929; 0.590588898281206; 0.8134945894334819; 0.8068181818181818; 0.8145766035994462
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68421053 0.65263158 0.65789474 0.66315789 0.67894737]; 0.6107594936708861; 0.6930379746835443; 0.8021491782553729; 0.9032258064516129; 0.9136842105263158; 0.9021052631578947; 0.6413994169096209; 0.7284768211920529; 0.615753562111178; 0.6819672131147541; 0.7027027027027027; 0.6936132561132561; 0.805469235550031; 0.8372093023255814; 0.8028868293806126
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.45263158 0.52631579 0.48421053 0.56842105 0.54255319]; 0.49050632911392406; 0.5221518987341772; 0.5765822784810126; 0.6308169596690797; 0.6434599156118144; 0.6234177215189873; 0.5165165165165164; 0.5058823529411764; 0.4892425463336019; 0.5049180327868852; 0.506578947368421; 0.5215821566110398; 0.583177570093458; 0.5879396984924623; 0.5764953594503128
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.46354167 0.51041667 0.484375   0.49473684 0.48947368]; 0.46226415094339623; 0.5220125786163522; 0.7964824120603015; 0.9989550679205852; 1.0; 0.9989539748953975; 0.3957597173144876; 0.4028776978417266; 0.4556287930549416; 0.5064935064935066; 0.5032258064516129; 0.5215515535325549; 0.7906976744186047; 0.7927461139896373; 0.7963730569948188
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51578947 0.44210526 0.45263158 0.44736842 0.46315789]; 0.49683544303797467; 0.5158227848101266; 0.7951959544879899; 0.9873417721518988; 0.9852631578947368; 0.9873684210526316; 0.5107692307692308; 0.515527950310559; 0.4964736525746343; 0.5486725663716815; 0.5705521472392638; 0.5140342435542724; 0.7990074441687345; 0.8060075093867334; 0.7950854916026899
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.71354167 0.64736842 0.68421053 0.62631579]; 0.5723270440251572; 0.6069182389937107; 0.6528301886792452; 0.725212464589235; 0.8050314465408805; 0.6949685534591195; 0.6582914572864321; 0.8291139240506329; 0.5739319620253165; 0.6882793017456359; 0.8571428571428571; 0.6037306642402184; 0.7029063509149623; 0.8203517587939698; 0.6526192043340127
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.69270833 0.67894737 0.72105263 0.62631579]; 0.6635220125786163; 0.5943396226415094; 0.7987421383647799; 0.9126819126819127; 0.9203354297693921; 0.9119496855345912; 0.6192170818505338; 0.6041666666666666; 0.658405172413793; 0.5956112852664577; 0.5459770114942529; 0.5993773946360154; 0.7951344430217671; 0.7811320754716982; 0.7987421383647799
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65625    0.640625   0.640625   0.6875     0.70526316]; 0.5987460815047022; 0.6112852664576802; 0.7794486215538847; 0.8958333333333334; 0.8977035490605428; 0.8956158663883089; 0.6144578313253012; 0.6710526315789473; 0.6019933816577372; 0.6331360946745562; 0.6772151898734177; 0.6118995204025472; 0.7840490797546013; 0.8098859315589354; 0.7797880711078443
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; 10; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.70833333 0.68333333 0.69166667 0.68907563 0.71008403]; 0.5786516853932584; 0.547752808988764; 0.6556603773584906; 0.7227564102564101; 0.754180602006689; 0.7107023411371237; 0.5508982035928143; 0.5317919075144508; 0.577371363593291; 0.5306122448979592; 0.4972677595628415; 0.5492119144635016; 0.6587012987012987; 0.6645702306079665; 0.6556603773584906
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62605042 0.61764706 0.62184874 0.63865546 0.61440678]; 0.6638888888888889; 0.6611111111111111; 0.8438155136268344; 0.9534292972057579; 0.9478114478114478; 0.9537037037037036; 0.634441087613293; 0.5675675675675675; 0.6666409266409266; 0.6280487804878049; 0.5885714285714285; 0.6591505791505791; 0.8380434782608698; 0.8081761006289309; 0.8438155136268344
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.69166667 0.65546218 0.63445378 0.68487395 0.63445378]; 0.611731843575419; 0.5782122905027933; 0.7882599580712788; 0.9043624161073825; 0.9043624161073825; 0.9043624161073825; 0.6106442577030813; 0.5706806282722513; 0.6146816315013952; 0.5353846153846155; 0.5209580838323353; 0.5746151675706179; 0.7844183564567769; 0.7704402515723271; 0.7882599580712789
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.475      0.50420168 0.54201681 0.56302521 0.44957983]; 0.505586592178771; 0.5195530726256983; 0.5246331236897275; 0.5536000000000001; 0.5805369127516778; 0.5318791946308725; 0.5254691689008044; 0.5444444444444444; 0.5053682896379526; 0.5520833333333334; 0.5955056179775281; 0.5199750312109863; 0.5480817140009965; 0.5765199161425576; 0.5246331236897275
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.475      0.46666667 0.51680672 0.46638655 0.5       ]; 0.5070028011204482; 0.47619047619047616; 0.809748427672956; 1.0; 1.0; 1.0; 0.4971428571428571; 0.48066298342541436; 0.5073769462581618; 0.42813455657492355; 0.3977272727272727; 0.47510673028628825; 0.8059861036878674; 0.790356394129979; 0.809748427672956
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.46638655 0.46218487 0.52521008 0.50420168 0.46186441]; 0.4666666666666667; 0.5305555555555556; 0.8076519916142557; 0.9949494949494949; 0.9949494949494949; 0.9949494949494948; 0.4450867052023121; 0.4117647058823529; 0.4688881332879973; 0.5369863013698629; 0.5664739884393064; 0.5319000958239313; 0.8067403896787783; 0.8029350104821803; 0.8076519916142557
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.70416667 0.69166667 0.58823529 0.67647059 0.67647059]; 0.6302521008403361; 0.6134453781512605; 0.6509433962264151; 0.6319702602230483; 0.5695142378559463; 0.6683417085427137; 0.5570469798657718; 0.44623655913978494; 0.6383229579324656; 0.4812030075187971; 0.3742690058479532; 0.6038011695906433; 0.5939024390243902; 0.510482180293501; 0.6509433962264151
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62184874 0.68067227 0.63445378 0.63445378 0.63983051]; 0.6111111111111112; 0.6638888888888889; 0.8155136268343816; 0.923076923076923; 0.9191919191919192; 0.9234006734006732; 0.6195652173913044; 0.6263736263736264; 0.6109396221755772; 0.6790450928381963; 0.7191011235955056; 0.6644956167428078; 0.8174273858921163; 0.8259958071278826; 0.8155136268343816
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.63333333 0.66386555 0.71428571 0.69327731 0.61344538]; 0.6452513966480447; 0.5698324022346368; 0.7856394129979035; 0.8920741989881955; 0.8875838926174496; 0.8926174496644295; 0.7053364269141531; 0.7916666666666666; 0.633785140562249; 0.611111111111111; 0.7289156626506024; 0.5806036646586346; 0.7968206656731247; 0.8406708595387841; 0.7856394129979036
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63541667 0.65625    0.61188811 0.66083916 0.68181818]; 0.6455696202531646; 0.5991561181434599; 0.700733752620545; 0.7113402061855671; 0.6736401673640168; 0.7266387726638772; 0.6585365853658537; 0.6585365853658537; 0.6450577663671374; 0.5957446808510638; 0.6140350877192983; 0.5997004706889175; 0.689505165851006; 0.6645702306079665; 0.700733752620545
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63636364 0.68181818 0.66783217 0.64685315 0.66197183]; 0.625; 0.6208333333333333; 0.8238993710691824; 0.8924358084663429; 0.9005602240896359; 0.8914565826330532; 0.5499999999999999; 0.44715447154471544; 0.6295601417552638; 0.5133689839572192; 0.41025641025641024; 0.615697310819262; 0.8161925601750547; 0.7819706498951782; 0.8238993710691823
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.62847222 0.69444444 0.62237762 0.64685315 0.62237762]; 0.569620253164557; 0.6244725738396625; 0.810796645702306; 0.8835616438356165; 0.899581589958159; 0.8814504881450487; 0.5486725663716814; 0.4881889763779528; 0.5759126700071582; 0.5860465116279069; 0.5727272727272728; 0.6210093056549748; 0.8100999473961074; 0.8071278825995807; 0.8107966457023061
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53819444 0.55944056 0.52797203 0.51398601 0.4965035 ]; 0.5168067226890757; 0.4957983193277311; 0.5167714884696016; 0.5593329057087877; 0.6089385474860335; 0.5202513966480447; 0.5418326693227092; 0.5354330708661418; 0.5154642831808186; 0.5238095238095238; 0.5945945945945946; 0.5020217067461163; 0.5528612997090203; 0.5974842767295597; 0.5167714884696017
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.48951049 0.48601399 0.48251748 0.48601399 0.42957746]; 0.5041666666666667; 0.525; 0.8778825995807128; 1.0; 1.0; 1.0; 0.4848484848484848; 0.45901639344262296; 0.5049319255348708; 0.5128205128205129; 0.5084745762711864; 0.5247290914142817; 0.8769149498151082; 0.870020964360587; 0.8778825995807128
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.45804196 0.47202797 0.49300699 0.54545455 0.52097902]; 0.502092050209205; 0.497907949790795; 0.8668763102725366; 0.989517819706499; 0.9902097902097902; 0.9895104895104894; 0.4892703862660944; 0.5089285714285714; 0.5024957817772778; 0.5312500000000001; 0.5354330708661418; 0.4953951068616423; 0.8677083333333334; 0.8731656184486373; 0.8668763102725368
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.625      0.69230769 0.65034965 0.63636364 0.64685315]; 0.6554621848739496; 0.5882352941176471; 0.6719077568134172; 0.6397415185783522; 0.553072625698324; 0.6885474860335196; 0.594059405940594; 0.5309734513274337; 0.6494867256637168; 0.5333333333333333; 0.448; 0.5956814159292035; 0.6206060606060606; 0.5366876310272537; 0.6719077568134172
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64335664 0.61538462 0.68531469 0.66433566 0.67253521]; 0.6083333333333333; 0.6083333333333333; 0.8333333333333334; 0.9079320113314449; 0.8977591036414566; 0.9089635854341738; 0.6299212598425197; 0.6956521739130435; 0.6118260869565217; 0.6690140845070424; 0.76; 0.6017391304347826; 0.8369230769230769; 0.8553459119496856; 0.8333333333333334
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.68055556 0.68181818 0.65734266 0.64335664 0.70979021]; 0.5672268907563025; 0.5630252100840336; 0.8343815513626834; 0.9239357990230287; 0.9245810055865922; 0.9238826815642458; 0.5253456221198156; 0.47107438016528924; 0.568870523415978; 0.5140186915887851; 0.4700854700854701; 0.5614890160344707; 0.8304721030042918; 0.8113207547169812; 0.8343815513626834
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svd; 4; 196; 200; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.46875; 0.525; 0.49875; 0.6666666666666666; 1.0; 0.5; 0.6382978723404256; 1.0; 0.5; 0.6885245901639345; 1.0; 0.5; 0.6655546288573811; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svd; 4; 196; 200; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5 0.5 0.5 0.5 0.5]; 0.44936708860759494; 0.43670886075949367; 0.4772727272727273; 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; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.52083333 0.45744681 0.40425532 0.54255319]; 0.5; 0.5759493670886076; 0.6848101265822785; 0.7223719676549865; 0.5654008438818565; 0.7827004219409283; 0.26168224299065423; 0.19444444444444445; 0.47512919896640826; 0.40707964601769914; 0.3333333333333333; 0.5486891385767789; 0.5786802030456853; 0.4523809523809524; 0.6752196024040685
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.5625     0.53125    0.5        0.61458333]; 0.44375; 0.44375; 0.50625; 0.5034324942791761; 0.4583333333333333; 0.5479166666666666; 0.38620689655172413; 0.36363636363636365; 0.4408543263964951; 0.3945578231292517; 0.38666666666666666; 0.44039215686274513; 0.45816186556927296; 0.4260204081632653; 0.5046768707482993
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.44791667 0.46808511 0.46808511 0.53191489]; 0.5316455696202531; 0.4873417721518987; 0.8012658227848102; 0.995798319327731; 1.0; 0.9957805907172995; 0.5194805194805195; 0.5333333333333333; 0.531726907630522; 0.4635761589403974; 0.5; 0.48863636363636365; 0.7989756722151089; 0.8167539267015707; 0.8017593162919618
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.52083333 0.45833333 0.4375     0.46875   ]; 0.49375; 0.46875; 0.78375; 0.9852631578947368; 0.975; 0.9854166666666667; 0.4774193548387097; 0.45121951219512196; 0.49484052532833017; 0.4848484848484849; 0.46511627906976744; 0.4690446260213702; 0.7823899371069183; 0.7622549019607843; 0.7841886754701881
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.45833333 0.46875    0.57291667 0.51041667 0.56382979]; 0.4968553459119497; 0.5283018867924528; 0.7223618090452262; 0.858974358974359; 0.8410041841004184; 0.8619246861924685; 0.47368421052631576; 0.4931506849315068; 0.4965753424657534; 0.5033112582781457; 0.4523809523809524; 0.5328571428571428; 0.7133592736705577; 0.6944444444444444; 0.7222222222222222
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.57291667 0.60416667 0.53125    0.54166667]; 0.49375; 0.5; 0.79875; 1.0; 1.0; 1.0; 0.5030674846625767; 0.4659090909090909; 0.49684343434343436; 0.4936708860759494; 0.52; 0.5011764705882353; 0.7990012484394506; 0.794044665012407; 0.7987855566875637
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.4375     0.45833333 0.55319149 0.5        0.42553191]; 0.5569620253164557; 0.5126582278481012; 0.8037974683544303; 0.9831932773109243; 0.9873417721518988; 0.9831223628691983; 0.5882352941176472; 0.5494505494505495; 0.5583073642775136; 0.5276073619631901; 0.5512820512820513; 0.5131410256410256; 0.8084054388133499; 0.8054187192118226; 0.803751026272578
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svd; 4; 196; 200; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5084033613445378; 0.47478991596638653; 0.4966386554621849; 0.6666666666666666; 1.0; 0.5; 0.6740947075208913; 1.0; 0.5; 0.6438746438746438; 1.0; 0.5; 0.6636720943290286; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svd; 4; 196; 200; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.5 0.5 0.5 0.5 0.5]; 0.49372384937238495; 0.5146443514644351; 0.5016722408026756; 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_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.51388889 0.50694444 0.45833333 0.50694444 0.52816901]; 0.5313807531380753; 0.5146443514644351; 0.6663879598662207; 0.6873857404021937; 0.5236768802228412; 0.7618384401114207; 0.3; 0.20869565217391303; 0.5196704067321178; 0.3333333333333333; 0.24786324786324787; 0.5091775255709682; 0.5471055618615209; 0.4077834179357022; 0.6633958411992561
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54861111 0.57638889 0.51388889 0.50704225 0.50704225]; 0.47478991596638653; 0.5; 0.5360738255033557; 0.552821997105644; 0.5335195530726257; 0.5684357541899441; 0.4680851063829787; 0.45081967213114754; 0.47540983606557374; 0.4413145539906103; 0.39166666666666666; 0.5009180790960451; 0.5144863915715541; 0.48833333333333334; 0.5363963963963964
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.5        0.47916667 0.52816901 0.50704225 0.45070423]; 0.5294117647058824; 0.5336134453781513; 0.8126050420168067; 1.0; 1.0; 1.0; 0.5254237288135593; 0.5040650406504065; 0.5302933898904206; 0.5110132158590307; 0.47540983606557374; 0.5351187111362351; 0.81053525913339; 0.792358803986711; 0.8128460686600222
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.43055556 0.39583333 0.38732394 0.48591549 0.45774648]; 0.5630252100840336; 0.5084033613445378; 0.8084033613445378; 0.9901547116736991; 0.9859943977591037; 0.9901960784313726; 0.5702479338842976; 0.5227272727272727; 0.567967409948542; 0.5063291139240507; 0.5084745762711864; 0.5084039548022599; 0.8084033613445379; 0.7924217462932455; 0.8087323139699505
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.47222222 0.50694444 0.50694444 0.51388889 0.46527778]; 0.4875; 0.5958333333333333; 0.5191666666666667; 0.14388489208633093; 0.08333333333333333; 0.5041666666666667; 0.23602484472049687; 0.15702479338842976; 0.49027710257656776; 0.29197080291970806; 0.18867924528301888; 0.5532948465221065; 0.193006993006993; 0.11754684838160136; 0.5106494437666571
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.55555556 0.51388889 0.54166667 0.56944444 0.5       ]; 0.5; 0.525; 0.805; 1.0; 1.0; 1.0; 0.5161290322580645; 0.5203252032520326; 0.4994788409422556; 0.5086206896551725; 0.5; 0.5245901639344263; 0.8049999999999998; 0.8036605657237936; 0.8050022361173225
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.625      0.63888889 0.55555556 0.52083333 0.54166667]; 0.5208333333333334; 0.5333333333333333; 0.8016666666666666; 0.984700973574409; 0.9833333333333333; 0.9847222222222223; 0.4978165938864629; 0.47107438016528924; 0.5212514757969303; 0.5409836065573771; 0.528; 0.5335652173913044; 0.8003355704697986; 0.7871287128712872; 0.8018135146848018
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5566037735849056; 0.5062893081761006; 0.5125786163522013; 0.6666666666666666; 1.0; 0.5; 0.7151515151515151; 1.0; 0.5; 0.6722338204592901; 1.0; 0.5; 0.6777546777546778; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5158227848101266; 0.5221518987341772; 0.5075949367088608; 0.6666666666666666; 1.0; 0.5; 0.6805845511482254; 1.0; 0.5; 0.686070686070686; 1.0; 0.5; 0.6733837111670865; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.515625   0.59473684 0.52631579 0.47368421]; 0.4937106918238994; 0.5125786163522013; 0.6534591194968553; 0.8023549201009251; 1.0; 0.7536687631027253; 0.6120481927710844; 0.8355263157894737; 0.5081246036778694; 0.6075949367088608; 0.7407407407407407; 0.5081908831908832; 0.7243621810905453; 0.9152970922882427; 0.6547699478963116
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.49479167 0.51578947 0.52631579 0.45789474 0.53684211]; 0.4384858044164038; 0.5205047318611987; 0.5403530895334174; 0.611489776046738; 0.6596638655462185; 0.5808823529411764; 0.48255813953488375; 0.538961038961039; 0.4412596605848139; 0.5730337078651686; 0.6455696202531646; 0.5208980176737521; 0.5778807180081065; 0.633248730964467; 0.5409351424245894
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.47916667 0.49479167 0.47894737 0.51578947 0.47894737]; 0.46540880503144655; 0.5283018867924528; 0.7987421383647799; 1.0; 1.0; 1.0; 0.4720496894409938; 0.4523809523809524; 0.46619047619047616; 0.4966442953020133; 0.5138888888888888; 0.5270593869731801; 0.7966963151207116; 0.7946768060836502; 0.7987116864375804
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.5        0.47894737 0.48421053 0.45263158 0.50526316]; 0.5078864353312302; 0.5110410094637224; 0.7931904161412359; 0.9820485744456177; 0.976890756302521; 0.9821428571428572; 0.5185185185185185; 0.4827586206896552; 0.5106100795755968; 0.48504983388704315; 0.46496815286624205; 0.510609076433121; 0.7913486005089058; 0.7707558859975217; 0.7935936041027403
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.55729167 0.5625     0.47894737 0.50526316 0.47894737]; 0.5062893081761006; 0.5094339622641509; 0.5578616352201258; 0.582441113490364; 0.570230607966457; 0.5911949685534591; 0.4452296819787986; 0.4144736842105263; 0.5024175649968294; 0.49350649350649356; 0.4720496894409938; 0.5099101950389682; 0.5390163934426229; 0.520253164556962; 0.557626582278481
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.46354167 0.52083333 0.48421053 0.60526316 0.53684211]; 0.5125786163522013; 0.5408805031446541; 0.8106918238993711; 1.0; 1.0; 1.0; 0.5454545454545454; 0.5470588235294118; 0.5100158982511924; 0.525974025974026; 0.5547945205479452; 0.5419321439949029; 0.8122270742358079; 0.8209331651954602; 0.8107175236265883
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.52604167 0.53125    0.46875    0.53645833 0.62105263]; 0.5266457680250783; 0.5172413793103449; 0.7969924812030075; 0.9801462904911181; 0.9791231732776617; 0.9801670146137788; 0.5519287833827893; 0.5886075949367089; 0.5272230521267396; 0.5276073619631902; 0.5443037974683544; 0.5174935136410096; 0.8; 0.8150943396226416; 0.797060278425553
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svd; 4; 196; 200; 10; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5056497175141242; 0.4943502824858757; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6716697936210131; 1.0; 0.5; 0.6616257088846881; 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; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.5 0.5 0.5 0.5 0.5]; 0.4888268156424581; 0.5111731843575419; 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; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5125     0.5125     0.4789916  0.47478992 0.46638655]; 0.5014005602240896; 0.5126050420168067; 0.6734800838574424; 0.7063921993499458; 0.5460636515912898; 0.7730318257956449; 0.3257575757575758; 0.23756906077348067; 0.5051481667503767; 0.3409090909090909; 0.2556818181818182; 0.5090563787041688; 0.5706409372846313; 0.4339622641509434; 0.6734800838574424
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.45378151 0.5210084  0.47478992 0.5        0.53813559]; 0.5138888888888888; 0.5277777777777778; 0.5964360587002097; 0.6395250212044106; 0.6346801346801347; 0.6422558922558924; 0.5014245014245015; 0.5028571428571429; 0.5135907335907336; 0.5277777777777778; 0.5135135135135135; 0.5281853281853283; 0.5925925925925924; 0.5870020964360587; 0.5964360587002097
ensemble_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51680672 0.48319328 0.49579832 0.47478992 0.51694915]; 0.48333333333333334; 0.4777777777777778; 0.8039832285115304; 1.0; 1.0; 1.0; 0.48333333333333334; 0.48333333333333334; 0.48333333333333334; 0.4891304347826087; 0.5; 0.47777777777777775; 0.8048016701461378; 0.8081761006289309; 0.8039832285115305
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5        0.55882353 0.49579832 0.50420168 0.51694915]; 0.5166666666666667; 0.48333333333333334; 0.8071278825995807; 0.9932659932659933; 0.9932659932659933; 0.9932659932659933; 0.5139664804469274; 0.5476190476190477; 0.5186011904761905; 0.5230769230769231; 0.53125; 0.4799107142857143; 0.8099173553719009; 0.8218029350104822; 0.8071278825995808
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51260504 0.51260504 0.54201681 0.51260504 0.5       ]; 0.49166666666666664; 0.5; 0.6231656184486373; 0.6866197183098591; 0.6565656565656566; 0.7003367003367004; 0.47863247863247854; 0.45652173913043476; 0.49246541501976276; 0.45454545454545453; 0.42613636363636365; 0.4983942687747036; 0.6042927903137039; 0.5754716981132075; 0.6231656184486372
ensemble_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; 10; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.475      0.49166667 0.525      0.52916667 0.46666667]; 0.5536723163841808; 0.5536723163841808; 0.8343815513626834; 1.0; 1.0; 1.0; 0.5093167701863355; 0.47126436781609193; 0.5522988505747126; 0.5511363636363636; 0.5388888888888889; 0.5539272030651341; 0.8313767342582711; 0.8165618448637316; 0.8343815513626833
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.51666667 0.5125     0.5625     0.47916667 0.51680672]; 0.5352112676056338; 0.476056338028169; 0.8076519916142557; 0.9865996649916248; 0.9833055091819699; 0.9866444073455761; 0.5378151260504201; 0.5423728813559322; 0.5352313844981907; 0.4715909090909091; 0.46629213483146065; 0.4760839205230749; 0.8071466106148187; 0.8050314465408805; 0.8076519916142557
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svd; 4; 196; 200; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.48739495798319327; 0.5126050420168067; 0.5; 0.6666666666666666; 1.0; 0.5; 0.655367231638418; 1.0; 0.5; 0.6777777777777777; 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; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.5 0.5 0.5 0.5 0.5]; 0.5313807531380753; 0.4686192468619247; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.51748252 0.55594406 0.54195804 0.51760563]; 0.525; 0.5083333333333333; 0.70020964360587; 0.8076923076923077; 1.0; 0.7619047619047619; 0.625; 0.7983193277310925; 0.5272588374192653; 0.609271523178808; 0.7603305785123967; 0.5062157094242656; 0.7590564448188711; 0.9444444444444444; 0.70020964360587
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.49652778 0.48611111 0.52097902 0.5        0.54895105]; 0.4388185654008439; 0.48945147679324896; 0.5052410901467506; 0.4549763033175355; 0.401673640167364; 0.5188284518828452; 0.3813953488372093; 0.3445378151260504; 0.4392180601053981; 0.44239631336405527; 0.4067796610169492; 0.4891041162227603; 0.44405182567726736; 0.3951781970649895; 0.5052410901467506
ensemble_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53496503 0.56993007 0.48951049 0.52797203 0.47887324]; 0.525; 0.5708333333333333; 0.8862683438155137; 1.0; 1.0; 1.0; 0.5210084033613446; 0.5166666666666667; 0.525; 0.5579399141630901; 0.5416666666666666; 0.5708333333333333; 0.8857293312269616; 0.8815513626834381; 0.8862683438155137
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.47916667 0.51048951 0.48251748 0.51748252 0.51398601]; 0.5126050420168067; 0.49159663865546216; 0.8747379454926625; 0.9986033519553073; 0.9986033519553073; 0.9986033519553073; 0.536; 0.5447154471544715; 0.5114881583598444; 0.5217391304347826; 0.5739130434782609; 0.49427359490986217; 0.8764857881136952; 0.8888888888888888; 0.8747379454926625
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.53496503 0.5034965  0.52447552 0.45104895 0.53146853]; 0.5397489539748954; 0.5271966527196653; 0.6687631027253669; 0.7059669302659957; 0.6867132867132867; 0.7139860139860139; 0.5564516129032258; 0.575; 0.5396008403361344; 0.5108225108225107; 0.4957983193277311; 0.5270658263305322; 0.6620320855614974; 0.6488469601677149; 0.6687631027253669
ensemble_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53496503 0.53146853 0.51748252 0.55944056 0.54929577]; 0.575; 0.5791666666666667; 0.8936058700209644; 1.0; 1.0; 1.0; 0.6106870229007633; 0.6349206349206349; 0.5718462823725982; 0.5738396624472574; 0.5964912280701754; 0.5799916457811195; 0.8946549039958485; 0.9035639412997903; 0.8936058700209643
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.56643357 0.55594406 0.53496503 0.54929577]; 0.5208333333333334; 0.5666666666666667; 0.8768343815513627; 0.9887798036465637; 0.9873949579831933; 0.988795518207283; 0.5418326693227092; 0.5811965811965812; 0.5223056076714614; 0.5555555555555555; 0.5284552845528455; 0.5676464456952262; 0.8770277341705912; 0.8784067085953878; 0.8768343815513626
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.95833333 0.9375     0.9375     0.92708333]; 0.50625; 0.55625; 0.8025; 0.9834024896265561; 0.9875; 0.9833333333333333; 0.6580086580086579; 0.95; 0.50625; 0.7004219409282699; 0.9764705882352941; 0.528235294117647; 0.8336842105263159; 0.9777777777777777; 0.80028129395218
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.95833333 0.90625    0.875      0.91666667]; 0.48125; 0.525; 0.80125; 1.0; 1.0; 1.0; 0.6103286384976526; 0.8227848101265823; 0.4854664791373652; 0.6448598130841121; 0.8414634146341463; 0.5168855534709194; 0.8246968026460859; 0.9326683291770573; 0.8009206307539422
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.92708333 0.9375     0.94791667 0.90625   ]; 0.4375; 0.4875; 0.78375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5; 0.6164383561643836; 0.451897339001732; 0.5816326530612245; 0.6705882352941176; 0.47529411764705876; 0.7976608187134502; 0.8567839195979899; 0.7841133528338208
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.64583333 0.6875     0.73958333]; 0.50625; 0.5; 0.63875; 0.7280334728033473; 0.725; 0.7291666666666667; 0.6069651741293532; 0.7349397590361446; 0.4973400093882021; 0.6078431372549019; 0.7654320987654321; 0.4966401000156274; 0.6727066817667045; 0.7351485148514851; 0.6377762776277628
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.54166667 0.42708333 0.5212766  0.55319149 0.55319149]; 0.47468354430379744; 0.3860759493670886; 0.7708860759493671; 0.9978947368421053; 1.0; 0.9978902953586498; 0.5310734463276836; 0.6103896103896104; 0.47803431136764474; 0.4457142857142857; 0.48148148148148145; 0.3835978835978836; 0.781136638452237; 0.8177215189873418; 0.770886075949367
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.64583333 0.70212766 0.71276596 0.60638298]; 0.5189873417721519; 0.46835443037974683; 0.7658227848101266; 0.9478079331941545; 0.9578059071729957; 0.9472573839662447; 0.5529411764705882; 0.6103896103896104; 0.5212441879108546; 0.5116279069767442; 0.5432098765432098; 0.46641013307679974; 0.7746650426309378; 0.8050632911392405; 0.7658227848101264
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.86458333 0.875      0.77083333 0.85106383 0.85106383]; 0.5632911392405063; 0.45569620253164556; 0.7272727272727273; 0.8693790149892933; 0.8529411764705882; 0.8718487394957983; 0.6145251396648045; 0.632183908045977; 0.5555285737412984; 0.47560975609756095; 0.5064935064935064; 0.456950456950457; 0.7333333333333335; 0.7388059701492538; 0.7270952927669345
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.92708333 0.91666667 0.9375     0.94791667]; 0.4625; 0.54375; 0.79375; 0.9875; 0.9875; 0.9875000000000002; 0.44155844155844154; 0.40963855421686746; 0.4645595368486934; 0.5680473372781065; 0.5517241379310345; 0.5429853566367502; 0.7945205479452054; 0.7780487804878049; 0.7941525953721076
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.91666667 0.9375     0.94791667 0.9375     0.91489362]; 0.5408805031446541; 0.5094339622641509; 0.8065326633165829; 0.9936842105263157; 0.9874476987447699; 0.993723849372385; 0.6137566137566136; 0.7073170731707317; 0.5354767184035476; 0.5465116279069767; 0.5875; 0.5089398734177215; 0.8157894736842105; 0.8503740648379052; 0.8061996906468007
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.96527778 0.96527778 0.91549296 0.91549296 0.94366197]; 0.5210084033613446; 0.5504201680672269; 0.7949579831932773; 0.9673758865248228; 0.9551820728291317; 0.9677871148459384; 0.6647058823529411; 0.8560606060606061; 0.4799170954831332; 0.686217008797654; 0.9285714285714286; 0.5267857142857143; 0.8239538239538239; 0.9284552845528455; 0.7903145987981619
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.8943662  0.92253521 0.94366197 0.8943662  0.92253521]; 0.576271186440678; 0.6313559322033898; 0.8333333333333334; 0.9857549857549858; 0.9746478873239437; 0.9859154929577465; 0.6527777777777777; 0.8545454545454545; 0.593939393939394; 0.7272727272727273; 0.8345323741007195; 0.5873692798338649; 0.8495034377387318; 0.9205298013245033; 0.8313721670982378
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.92361111 0.92253521 0.8943662  0.92253521 0.91549296]; 0.5274261603375527; 0.5063291139240507; 0.7976391231028668; 0.9844851904090268; 0.9803370786516854; 0.9845505617977528; 0.585185185185185; 0.6869565217391305; 0.5320028510334996; 0.5776173285198556; 0.6299212598425197; 0.49677881173944166; 0.8089171974522293; 0.8494983277591973; 0.7971981434714354
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.63888889 0.625      0.64583333 0.65972222]; 0.45416666666666666; 0.525; 0.6383333333333333; 0.7288378766140603; 0.7055555555555556; 0.7375; 0.4738955823293173; 0.5267857142857143; 0.4587053571428572; 0.5249999999999999; 0.5338983050847458; 0.5251458738538484; 0.6340640809443507; 0.6372881355932203; 0.6383161989441511
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.61267606 0.67605634 0.66197183 0.64084507]; 0.5042372881355932; 0.4872881355932203; 0.7825719120135364; 0.9728958630527818; 0.9605633802816902; 0.9732394366197183; 0.5517241379310345; 0.6153846153846154; 0.5051712992889463; 0.5363984674329502; 0.6140350877192983; 0.4914437733678459; 0.7898609975470156; 0.8242320819112628; 0.7829214100831483
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.72222222 0.6056338  0.61971831 0.61267606]; 0.5084033613445378; 0.5; 0.746218487394958; 0.9080779944289693; 0.9131652661064426; 0.9075630252100839; 0.5263157894736842; 0.6310679611650486; 0.5229413879899317; 0.5475285171102662; 0.5373134328358209; 0.4946182548794489; 0.754071661237785; 0.7794612794612794; 0.7462742638917136
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.8125     0.83333333 0.87323944 0.84507042 0.84507042]; 0.5; 0.5126050420168067; 0.7285714285714285; 0.8709677419354839; 0.8319327731092437; 0.8767507002801121; 0.5543071161048689; 0.6379310344827587; 0.5033917467495761; 0.5703703703703703; 0.6814159292035398; 0.5207079646017698; 0.7350287120590647; 0.764505119453925; 0.7291068643627241
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; 6; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.87323944 0.91549296 0.86619718 0.9084507  0.90140845]; 0.5169491525423728; 0.5847457627118644; 0.8138747884940778; 0.9886685552407932; 0.9830985915492958; 0.9887323943661972; 0.525; 0.5121951219512195; 0.5171595078782646; 0.5983606557377049; 0.6033057851239669; 0.5842615882141574; 0.8151260504201681; 0.8096828046744574; 0.8139323114281377
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.86111111 0.88888889 0.88194444 0.90972222 0.86805556]; 0.45; 0.4875; 0.7775; 0.9831932773109243; 0.975; 0.9833333333333334; 0.5074626865671642; 0.5811965811965812; 0.4531999166145508; 0.5358490566037736; 0.5966386554621849; 0.4884019723591916; 0.7858861267040899; 0.8221476510067114; 0.7777956798079915
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.890625   0.90625    0.89583333 0.88020833 0.87894737]; 0.542319749216301; 0.5705329153605015; 0.7800751879699248; 0.9281183932346724; 0.9164926931106472; 0.9290187891440501; 0.6096256684491979; 0.7037037037037037; 0.5397499410238263; 0.6385224274406333; 0.7857142857142857; 0.5777056277056277; 0.7934078869923483; 0.8477987421383648; 0.7803288342402186
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.921875   0.94270833 0.91145833 0.89583333 0.93157895]; 0.5078369905956113; 0.54858934169279; 0.8007518796992481; 0.9822361546499478; 0.9812108559498957; 0.9822546972860127; 0.6503340757238306; 0.9358974358974359; 0.517028472549945; 0.6697247706422018; 0.906832298136646; 0.5451883009670572; 0.8273615635179152; 0.957286432160804; 0.801143216080402
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.921875   0.921875   0.93684211 0.9        0.94210526]; 0.5817610062893082; 0.5440251572327044; 0.8207547169811321; 0.9926238145416229; 0.9874213836477987; 0.9926624737945492; 0.6580976863753214; 0.7804878048780488; 0.5753088375039594; 0.5961002785515319; 0.6407185628742516; 0.5389023277947417; 0.8320565704183854; 0.8737623762376238; 0.8198735154845409
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.55263158 0.58947368 0.58947368 0.58421053 0.58510638]; 0.5126582278481012; 0.5126582278481012; 0.6037974683544304; 0.6466666666666667; 0.6139240506329114; 0.6645569620253166; 0.51875; 0.48255813953488375; 0.5155846253229974; 0.4726027397260274; 0.45394736842105265; 0.51051026957638; 0.5859788359788359; 0.5551378446115288; 0.6042952650167619
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.61458333 0.578125   0.58333333 0.55208333 0.55263158]; 0.5266457680250783; 0.5329153605015674; 0.8107769423558897; 0.9979123173277662; 0.9979123173277662; 0.9979123173277662; 0.5519287833827894; 0.5602409638554217; 0.5252185211433971; 0.547112462006079; 0.5625; 0.5328223270440252; 0.8140394088669951; 0.8211180124223603; 0.8106854284614962
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.61458333 0.609375   0.640625   0.66315789 0.68947368]; 0.49056603773584906; 0.4937106918238994; 0.7581658291457286; 0.9350104821802936; 0.9330543933054394; 0.9351464435146444; 0.5573770491803278; 0.6496815286624203; 0.49254262768524737; 0.5333333333333333; 0.6174496644295302; 0.5010325245224574; 0.7687687687687688; 0.8163265306122449; 0.759029601939786
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; 8; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.75263158 0.73684211 0.70526316 0.76315789 0.77368421]; 0.5031645569620253; 0.5537974683544303; 0.7048040455120101; 0.8211640211640212; 0.8168421052631579; 0.8221052631578947; 0.5227963525835867; 0.5477707006369427; 0.5034450987461443; 0.5936599423631125; 0.6358024691358025; 0.551667468334135; 0.7119062307217767; 0.7267002518891688; 0.7047206843202188
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.890625   0.88541667 0.86458333 0.93157895 0.86315789]; 0.5283018867924528; 0.5471698113207547; 0.8040201005025126; 0.9811320754716982; 0.9790794979079498; 0.9811715481171548; 0.6192893401015229; 0.7672955974842768; 0.5283018867924529; 0.6307692307692307; 0.8367346938775511; 0.5674901539563194; 0.8204833141542003; 0.9094387755102041; 0.8055857243887655
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.88020833 0.921875   0.88421053 0.90526316]; 0.60062893081761; 0.5723270440251572; 0.8241206030150754; 0.982086406743941; 0.9748953974895398; 0.9822175732217574; 0.5752508361204013; 0.5972222222222222; 0.6003352490421456; 0.577639751552795; 0.5636363636363636; 0.5726678550207961; 0.8216560509554139; 0.8195679796696315; 0.8240697041205299
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; 10; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.9125     0.91666667 0.925      0.89495798 0.8907563 ]; 0.547752808988764; 0.5280898876404494; 0.8045073375262054; 0.9632721202003339; 0.9648829431438127; 0.9632107023411371; 0.6720977596741344; 0.9649122807017544; 0.5635372214319583; 0.6731517509727627; 0.9351351351351351; 0.5114272166903746; 0.8306854289605085; 0.9591194968553459; 0.8045073375262055
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8907563  0.92016807 0.8907563  0.92857143 0.96186441]; 0.5305555555555556; 0.5611111111111111; 0.8160377358490566; 0.9797639123102866; 0.9781144781144782; 0.9797979797979798; 0.6457023060796646; 0.8369565217391305; 0.5235918972332017; 0.6609442060085836; 0.875; 0.5679347826086957; 0.8351338656646313; 0.9318658280922432; 0.8160377358490566
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92436975 0.90336134 0.87815126 0.90336134 0.90677966]; 0.5194444444444445; 0.5888888888888889; 0.8139412997903563; 0.9716193656093489; 0.9797979797979798; 0.9713804713804713; 0.6094808126410836; 0.7377049180327869; 0.5157451143836251; 0.665158371040724; 0.8305084745762712; 0.5928498657034361; 0.8295727316370619; 0.9056603773584906; 0.8139412997903563
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.56302521 0.61344538 0.59243697 0.56302521 0.57627119]; 0.4888888888888889; 0.48055555555555557; 0.5697064989517819; 0.6495327102803738; 0.702020202020202; 0.6212121212121213; 0.551219512195122; 0.6277777777777778; 0.4888888888888888; 0.5313283208020051; 0.5888888888888889; 0.4805555555555556; 0.6077400860009556; 0.6666666666666666; 0.5697064989517819
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.59243697 0.59243697 0.60084034 0.55882353 0.61016949]; 0.5194444444444445; 0.475; 0.8018867924528302; 0.9864864864864865; 0.9831649831649831; 0.9865319865319866; 0.5361930294906165; 0.5586592178770949; 0.5196611006512546; 0.5215189873417722; 0.569060773480663; 0.4744745208185438; 0.8063524590163935; 0.8249475890985325; 0.8018867924528301
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.60416667 0.59243697 0.60084034 0.59243697]; 0.49299719887955185; 0.48179271708683474; 0.7746331236897275; 0.9463986599664992; 0.9463986599664992; 0.9463986599664991; 0.5013774104683195; 0.5112359550561798; 0.49304814512585526; 0.48467966573816157; 0.4860335195530726; 0.48178080472035645; 0.7755741127348643; 0.7788259958071279; 0.7746331236897273
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.73333333 0.79583333 0.76666667 0.76666667 0.72689076]; 0.5774647887323944; 0.5774647887323944; 0.7237945492662474; 0.8077900084674005; 0.7963272120200334; 0.8105175292153589; 0.6268656716417911; 0.6923076923076923; 0.5744775455758115; 0.626865671641791; 0.7283236994219653; 0.5811948167439497; 0.7345088161209068; 0.7641509433962265; 0.7237945492662474
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.89166667 0.89166667 0.8697479  0.91176471 0.89915966]; 0.5210084033613446; 0.5602240896358543; 0.820230607966457; 0.9874266554903605; 0.9865996649916248; 0.9874371859296484; 0.48024316109422494; 0.4388888888888889; 0.5217043314500941; 0.5015873015873016; 0.4463276836158192; 0.5592749529190207; 0.8132825258573761; 0.7830188679245284; 0.820230607966457
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.87916667 0.89583333 0.92083333 0.88655462 0.8697479 ]; 0.5421348314606742; 0.5196629213483146; 0.8113207547169812; 0.9782608695652174; 0.9782608695652174; 0.9782608695652174; 0.5873417721518986; 0.6105263157894737; 0.5371908687381104; 0.5535248041775457; 0.6385542168674698; 0.5271718452758402; 0.8176291793313071; 0.8459119496855346; 0.8113207547169812
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.9020979  0.93006993 0.8986014  0.91958042 0.91958042]; 0.5564853556485355; 0.49372384937238495; 0.8480083857442348; 0.9557894736842105; 0.9524475524475524; 0.9559440559440558; 0.6954022988505746; 0.9603174603174603; 0.5332560752914736; 0.6409495548961425; 0.9557522123893806; 0.51755864587723; 0.862559241706161; 0.9538784067085954; 0.8480083857442348
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; 12; ipca_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.88541667 0.88888889 0.93055556 0.90909091 0.89160839]; 0.5423728813559322; 0.576271186440678; 0.8674004192872118; 0.9685094471658503; 0.9637883008356546; 0.9686629526462395; 0.6582278481012658; 0.8666666666666667; 0.5367816091954023; 0.6666666666666666; 0.8620689655172413; 0.5810344827586207; 0.8762836185819072; 0.939203354297694; 0.8674004192872116
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.9020979  0.9020979  0.91958042 0.91258741 0.92957746]; 0.5625; 0.5375; 0.8736897274633124; 0.9823321554770317; 0.9733893557422969; 0.9824929971988796; 0.6209386281588447; 0.7049180327868853; 0.5600861350375105; 0.5992779783393503; 0.7033898305084746; 0.5402195054181717; 0.877602844083291; 0.9056603773584906; 0.8736897274633124
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.6013986  0.59090909 0.6048951  0.57394366]; 0.4791666666666667; 0.48333333333333334; 0.6137316561844863; 0.654879773691655; 0.6484593837535014; 0.6582633053221288; 0.5210727969348659; 0.591304347826087; 0.4836521739130435; 0.5; 0.496; 0.48278260869565215; 0.6167446697867915; 0.6215932914046122; 0.6137316561844864
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.58741259 0.59440559 0.57692308 0.54929577]; 0.44166666666666665; 0.48333333333333334; 0.859538784067086; 0.9929971988795518; 0.9929971988795518; 0.9929971988795518; 0.45081967213114754; 0.48672566371681414; 0.44415023343321025; 0.5373134328358209; 0.5669291338582677; 0.47815483241585954; 0.8618556701030927; 0.8763102725366876; 0.8595387840670861
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5625     0.56643357 0.57342657 0.58741259 0.58391608]; 0.5084033613445378; 0.49159663865546216; 0.8464360587002097; 0.9616724738675958; 0.9636871508379888; 0.9615921787709498; 0.4657534246575342; 0.4594594594594595; 0.5053202809108321; 0.5061224489795919; 0.4881889763779528; 0.49184223593672416; 0.8457082675092154; 0.8417190775681341; 0.8464360587002095
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77622378 0.73426573 0.76223776 0.72027972 0.73591549]; 0.5166666666666667; 0.5916666666666667; 0.7327044025157232; 0.7848837209302324; 0.7563025210084033; 0.7927170868347339; 0.5797101449275363; 0.6611570247933884; 0.5154524619765262; 0.6474820143884892; 0.7563025210084033; 0.5930272935620529; 0.7357512953367875; 0.7442348008385744; 0.7327044025157232
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.88194444 0.88888889 0.90625    0.90625    0.88111888]; 0.4978723404255319; 0.5106382978723404; 0.8584905660377359; 0.9741800418702022; 0.9707927677329624; 0.9742698191933241; 0.6168831168831169; 0.811965811965812; 0.4992032449659568; 0.6372239747634069; 0.8559322033898306; 0.5091626828914965; 0.868804664723032; 0.9371069182389937; 0.858490566037736
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86013986 0.91258741 0.91258741 0.88111888 0.88380282]; 0.5375; 0.5166666666666667; 0.8668763102725366; 0.9811584089323099; 0.9845938375350141; 0.9810924369747899; 0.54320987654321; 0.6055045871559633; 0.5432103088451572; 0.5538461538461538; 0.549618320610687; 0.5133412703970867; 0.8688016528925621; 0.8815513626834381; 0.8668763102725368
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.8125     0.79787234 0.73404255 0.86170213]; 0.5822784810126582; 0.5316455696202531; 0.740506329113924; 0.8643006263048015; 0.8734177215189873; 0.8628691983122363; 0.5925925925925926; 0.6575342465753424; 0.5875906526994359; 0.5747126436781609; 0.6756756756756757; 0.5402187902187903; 0.7484662576687117; 0.7942708333333334; 0.7419630028735633
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.76041667 0.84042553 0.75531915 0.72340426]; 0.6012658227848101; 0.5886075949367089; 0.7873417721518987; 0.9148936170212767; 0.9071729957805907; 0.9156118143459916; 0.6227544910179641; 0.7222222222222222; 0.6111111111111112; 0.5637583892617449; 0.6774193548387096; 0.6043346774193548; 0.7862595419847328; 0.8328840970350404; 0.7899504017394773
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.78125    0.76041667 0.75       0.70833333]; 0.59375; 0.58125; 0.79875; 0.9394572025052191; 0.9375; 0.9395833333333333; 0.5859872611464968; 0.6052631578947368; 0.594298245614035; 0.6127167630057804; 0.6162790697674418; 0.5784098051539912; 0.8009888751545118; 0.8059701492537313; 0.7987137178429461
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.42708333 0.41666667 0.5625     0.55208333]; 0.45625; 0.48125; 0.60875; 0.6815144766146992; 0.6375; 0.7020833333333333; 0.46625766871165636; 0.475; 0.45625000000000004; 0.4713375796178344; 0.44047619047619047; 0.4833959899749374; 0.5929778933680103; 0.5643564356435643; 0.6091984198419842
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.5625     0.55319149 0.58510638 0.46808511]; 0.5886075949367089; 0.4810126582278481; 0.8050632911392405; 0.9853862212943632; 0.9957805907172996; 0.9852320675105485; 0.6012269938650306; 0.5975609756097561; 0.5882541720154044; 0.5176470588235293; 0.5057471264367817; 0.4782256758944472; 0.8103448275862069; 0.8103448275862069; 0.8049119971264367
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.52083333 0.5625     0.51041667 0.53125   ]; 0.45; 0.50625; 0.7775; 0.9772256728778467; 0.9833333333333333; 0.9770833333333334; 0.45; 0.4090909090909091; 0.4545454545454546; 0.5153374233128835; 0.5060240963855421; 0.5062588014395244; 0.7791563275434242; 0.7639902676399026; 0.7778820232801056
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.86458333 0.84375    0.86458333 0.85416667]; 0.63125; 0.60625; 0.77; 0.8663793103448276; 0.8375; 0.8708333333333333; 0.6467065868263473; 0.72; 0.6364705882352941; 0.622754491017964; 0.6753246753246753; 0.6087466750117354; 0.7694235588972431; 0.7831632653061225; 0.7702581032412965
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.76041667 0.76041667 0.85416667 0.71276596]; 0.5974842767295597; 0.5911949685534591; 0.8077889447236181; 0.9478260869565218; 0.9121338912133892; 0.9497907949790796; 0.6144578313253012; 0.6986301369863014; 0.6051290219815229; 0.6198830409356725; 0.6091954022988506; 0.5893199233716475; 0.8080301129234629; 0.8070175438596491; 0.8077908877988422
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.84375    0.80208333 0.73958333 0.85416667]; 0.5875; 0.65; 0.815; 0.9439655172413793; 0.9125; 0.9458333333333333; 0.5822784810126583; 0.6052631578947368; 0.5883458646616541; 0.6705882352941176; 0.6404494382022472; 0.6512106345940814; 0.8131313131313133; 0.7950617283950617; 0.8152523831848726
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77777778 0.83333333 0.76388889 0.76388889 0.83098592]; 0.5774058577405857; 0.5690376569037657; 0.7566889632107023; 0.8796680497925311; 0.8857938718662952; 0.8788300835654596; 0.5843621399176955; 0.6454545454545455; 0.5824171952078929; 0.5896414342629481; 0.6434782608695652; 0.5717391304347825; 0.76088742810189; 0.7928082191780822; 0.7575152207001523
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.73239437 0.76056338 0.85211268 0.76056338 0.76056338]; 0.5932203389830508; 0.5296610169491526; 0.7783417935702199; 0.9201741654571843; 0.8929577464788733; 0.9225352112676057; 0.633587786259542; 0.6859504132231405; 0.5908012935680921; 0.5469387755102041; 0.5982142857142857; 0.5329781105990783; 0.7809364548494984; 0.79421768707483; 0.7784219748505463
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.76388889 0.82638889 0.79577465 0.83802817 0.8028169 ]; 0.6428571428571429; 0.6134453781512605; 0.819327731092437; 0.9455587392550143; 0.9243697478991597; 0.9467787114845939; 0.6666666666666666; 0.7142857142857143; 0.6428571428571428; 0.6260162601626016; 0.6814159292035398; 0.6167079646017699; 0.8206839032527106; 0.8353140916808149; 0.8194873287023042
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.51388889 0.53472222 0.49305556 0.54166667 0.52777778]; 0.5416666666666666; 0.5; 0.5341666666666667; 0.3459244532803181; 0.24166666666666667; 0.5430555555555556; 0.3529411764705882; 0.2459016393442623; 0.5466796332314532; 0.3181818181818182; 0.23529411764705882; 0.49781234807972774; 0.34157832744405187; 0.24126455906821964; 0.5346556518212551
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.47916667 0.50694444 0.54166667 0.52112676 0.52112676]; 0.47478991596638653; 0.4831932773109244; 0.7911073825503355; 0.99860529986053; 1.0; 0.9986033519553073; 0.46808510638297873; 0.4661016949152542; 0.47471751412429375; 0.462882096069869; 0.4608695652173913; 0.48246730293389894; 0.7891617273497036; 0.7884940778341794; 0.7910856412465406
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.625      0.49305556 0.61111111 0.5        0.46478873]; 0.5104602510460251; 0.49372384937238495; 0.7926421404682275; 0.9860335195530727; 0.9832869080779945; 0.9860724233983287; 0.5584905660377358; 0.5826771653543307; 0.5056242969628796; 0.4894514767932489; 0.47540983606557374; 0.49411517444304326; 0.7963875205254517; 0.7976973684210527; 0.7925561672037237
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.76388889 0.80985915 0.73239437 0.76056338]; 0.6218487394957983; 0.6260504201680672; 0.7168067226890756; 0.7793296089385475; 0.7815126050420168; 0.7787114845938375; 0.6218487394957982; 0.6324786324786325; 0.6220244402062584; 0.6044444444444445; 0.6181818181818182; 0.6254971590909091; 0.714164546225615; 0.7208904109589042; 0.7168808490438084
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.76388889 0.73943662 0.73943662 0.70422535]; 0.6428571428571429; 0.6092436974789915; 0.8235294117647058; 0.9546742209631729; 0.9439775910364145; 0.9551820728291317; 0.6718146718146717; 0.7073170731707317; 0.6406150583244963; 0.6618181818181817; 0.7165354330708661; 0.6015109597786763; 0.8306451612903225; 0.8484349258649094; 0.8230167768261083
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72916667 0.77777778 0.72916667 0.73611111 0.79166667]; 0.5666666666666667; 0.575; 0.7983333333333333; 0.9485714285714287; 0.9222222222222223; 0.95; 0.5905511811023623; 0.7009345794392523; 0.5797905979903029; 0.6304347826086957; 0.696; 0.5697391304347825; 0.8032520325203252; 0.8344594594594594; 0.7988086770981507
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.70833333 0.69791667 0.75520833 0.74479167 0.72631579]; 0.6144200626959248; 0.6050156739811913; 0.7218045112781954; 0.8016276703967448; 0.8225469728601252; 0.7964509394572026; 0.6788511749347258; 0.7514450867052023; 0.6017499406128751; 0.6227544910179641; 0.7074829931972789; 0.6124624268311976; 0.7388235294117648; 0.785982478097622; 0.7217239868530769
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.73157895 0.69473684 0.69473684 0.68421053 0.7393617 ]; 0.5886075949367089; 0.6613924050632911; 0.7962025316455696; 0.91062039957939; 0.9135021097046413; 0.910337552742616; 0.5859872611464968; 0.6052631578947368; 0.5892169448010269; 0.672782874617737; 0.7006369426751592; 0.6616392260545606; 0.7977386934673366; 0.8109833971902938; 0.7963323510418219
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.74210526 0.72631579 0.72105263 0.70526316 0.74210526]; 0.6044303797468354; 0.5474683544303798; 0.7914032869785083; 0.9354166666666667; 0.9452631578947368; 0.9347368421052631; 0.6006389776357828; 0.7014925373134329; 0.6172297851402329; 0.6124661246612467; 0.6807228915662651; 0.5403614457831326; 0.7990255785627283; 0.8464516129032258; 0.7924947036015509
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; 8; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.55208333 0.53157895 0.48421053 0.52631579 0.51052632]; 0.4889589905362776; 0.5425867507886435; 0.5498108448928121; 0.5217391304347826; 0.46638655462184875; 0.5724789915966387; 0.43750000000000006; 0.38181818181818183; 0.4935406698564594; 0.46494464944649444; 0.4117647058823529; 0.5381994261119081; 0.49361702127659574; 0.43828715365239296; 0.5499516576342772
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.49479167 0.50526316 0.52631579 0.51052632]; 0.5062893081761006; 0.48742138364779874; 0.7987421383647799; 1.0; 1.0; 1.0; 0.5368731563421828; 0.5229885057471264; 0.5045498084291188; 0.48580441640378547; 0.5310344827586206; 0.490950767390871; 0.8012422360248447; 0.8103015075376885; 0.7987275799653177
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.515625   0.50520833 0.49479167 0.47916667 0.54166667]; 0.490625; 0.51875; 0.795625; 0.9895833333333334; 0.9895833333333334; 0.9895833333333335; 0.49846153846153846; 0.50625; 0.490625; 0.5416666666666666; 0.5515151515151515; 0.5176930596285435; 0.7982726711906231; 0.8037267080745342; 0.7955740458611665
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; 8; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.70526316 0.76842105 0.74210526 0.81578947 0.81052632]; 0.6234177215189873; 0.5949367088607594; 0.7300884955752213; 0.7892271662763465; 0.7094736842105264; 0.8105263157894738; 0.5672727272727273; 0.5131578947368421; 0.6193838254172015; 0.5675675675675675; 0.5121951219512195; 0.5982028241335045; 0.7003508771929825; 0.6308470290771175; 0.7300884955752213
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.74479167 0.66666667 0.74479167 0.70526316 0.72105263]; 0.5660377358490566; 0.5880503144654088; 0.785175879396985; 0.9229144667370643; 0.9142259414225942; 0.9236401673640168; 0.640625; 0.75; 0.560064935064935; 0.6430517711171662; 0.7421383647798742; 0.5880503144654088; 0.7985865724381626; 0.846441947565543; 0.7847886096866905
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.71052632 0.71578947 0.73684211 0.71052632 0.7       ]; 0.5379746835443038; 0.5949367088607594; 0.7718078381795196; 0.9096573208722742; 0.9221052631578948; 0.9084210526315789; 0.5755813953488372; 0.5857988165680473; 0.5343960069234794; 0.6190476190476191; 0.65; 0.5942307692307692; 0.7802799756542909; 0.7972636815920398; 0.7713824834695417
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7375     0.79583333 0.70833333 0.8        0.7605042 ]; 0.5661971830985916; 0.6028169014084507; 0.7222222222222222; 0.8078495502861814; 0.8247078464106845; 0.8038397328881469; 0.5968586387434553; 0.6333333333333333; 0.5652380952380952; 0.6375321336760925; 0.7085714285714285; 0.6042857142857143; 0.7342026078234705; 0.7672955974842768; 0.7222222222222222
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; 10; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.71666667 0.69166667 0.72083333 0.71428571 0.72689076]; 0.5758426966292135; 0.5533707865168539; 0.7982180293501048; 0.9375520399666945; 0.9414715719063546; 0.9372909698996656; 0.6234413965087282; 0.7225433526011561; 0.5798509112732557; 0.6093366093366093; 0.6775956284153005; 0.5497804731671878; 0.8083623693379791; 0.8511530398322851; 0.7982180293501048
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77731092 0.67647059 0.61764706 0.7394958  0.66525424]; 0.6222222222222222; 0.6472222222222223; 0.8024109014675053; 0.904201680672269; 0.9057239057239057; 0.9040404040404041; 0.6421052631578947; 0.6853932584269663; 0.6229164094332634; 0.6649076517150395; 0.6923076923076923; 0.6467156439066551; 0.8065674704976912; 0.8238993710691824; 0.8024109014675053
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.51666667 0.575      0.56722689 0.54201681 0.55462185]; 0.5406162464985994; 0.47058823529411764; 0.5854297693920335; 0.6191304347826088; 0.5963149078726968; 0.6331658291457285; 0.5494505494505495; 0.5376344086021505; 0.5407470288624787; 0.4391691394658754; 0.4327485380116959; 0.46906244104885864; 0.5726634251755808; 0.5555555555555556; 0.5854297693920336
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; 10; ipca_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.5        0.49166667 0.52916667 0.47916667 0.54583333]; 0.4830508474576271; 0.4971751412429379; 0.809748427672956; 0.9983361064891847; 1.0; 0.9983333333333334; 0.4902506963788301; 0.4888888888888889; 0.48295019157088126; 0.47953216374269; 0.47126436781609193; 0.49674329501915704; 0.8092485549132947; 0.8071278825995807; 0.809748427672956
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.5125     0.5210084  0.50420168 0.5        0.45798319]; 0.49162011173184356; 0.5111731843575419; 0.8024109014675053; 0.983249581239531; 0.9848993288590604; 0.983221476510067; 0.4518072289156626; 0.43352601156069365; 0.48973597875331976; 0.5070422535211269; 0.4864864864864865; 0.5120293704108733; 0.7995746943115364; 0.7882599580712788; 0.8024109014675053
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.79411765 0.7605042  0.74789916 0.77310924 0.78151261]; 0.5738161559888579; 0.5793871866295265; 0.7117400419287212; 0.7882960413080895; 0.7697478991596639; 0.7932773109243697; 0.5714285714285715; 0.5862068965517241; 0.5741845293569432; 0.5722379603399435; 0.5459459459459459; 0.5804442373407891; 0.7061965811965812; 0.6928721174004193; 0.7117400419287212
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.74369748 0.73529412 0.7394958  0.7605042  0.78571429]; 0.5877437325905293; 0.6518105849582173; 0.820230607966457; 0.9407783417935702; 0.934453781512605; 0.9411764705882353; 0.5978260869565217; 0.6285714285714286; 0.5887422360248447; 0.6770025839793282; 0.7119565217391305; 0.6502639751552795; 0.8229220443985545; 0.8354297693920335; 0.8202306079664571
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72689076 0.72268908 0.7605042  0.69747899 0.71186441]; 0.5694444444444444; 0.5972222222222222; 0.7966457023060797; 0.9256756756756757; 0.9225589225589226; 0.9259259259259259; 0.5753424657534246; 0.5865921787709497; 0.5695391833081267; 0.5983379501385042; 0.5966850828729282; 0.5972252230007099; 0.7968586387434553; 0.7976939203354297; 0.7966457023060796
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; 12; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.76736111 0.77083333 0.76041667 0.78125    0.71328671]; 0.5872340425531914; 0.5191489361702127; 0.7337526205450734; 0.7941988950276242; 0.799721835883171; 0.792767732962448; 0.610441767068273; 0.6608695652173913; 0.5887681159420288; 0.5568627450980393; 0.5916666666666667; 0.5175724637681159; 0.7397540983606556; 0.7568134171907757; 0.7337526205450735
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.74305556 0.71328671 0.73076923 0.7027972  0.71678322]; 0.6470588235294118; 0.6974789915966386; 0.8736897274633124; 0.9408489909533752; 0.9441340782122905; 0.9406424581005586; 0.6865671641791045; 0.7479674796747967; 0.6435489572287028; 0.7073170731707318; 0.7565217391304347; 0.6993990809473313; 0.876473603280369; 0.8962264150943396; 0.8736897274633124
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.79370629 0.71328671 0.73076923 0.76923077 0.76223776]; 0.606694560669456; 0.6192468619246861; 0.840146750524109; 0.9154929577464789; 0.9090909090909091; 0.9160839160839163; 0.6492537313432836; 0.7372881355932204; 0.6083134892842135; 0.6642066420664207; 0.743801652892562; 0.6176635383106878; 0.8443083205717202; 0.8668763102725366; 0.8401467505241089
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.52083333 0.5        0.54545455 0.6013986  0.56993007]; 0.5168067226890757; 0.5630252100840336; 0.5628930817610063; 0.5591397849462365; 0.5446927374301676; 0.5705307262569832; 0.5188284518828452; 0.5391304347826087; 0.5175326970661012; 0.5702479338842975; 0.5609756097560976; 0.5630965005302228; 0.5554371002132197; 0.5461215932914046; 0.5628930817610064
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.46503497 0.48951049 0.48251748 0.46126761]; 0.49583333333333335; 0.48333333333333334; 0.8715932914046122; 1.0; 1.0; 1.0; 0.5020576131687242; 0.5169491525423728; 0.49617949430397335; 0.5; 0.5081967213114754; 0.48291191997777155; 0.8723293381969776; 0.8773584905660378; 0.8715932914046122
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.44097222 0.48601399 0.48951049 0.4965035  0.50699301]; 0.5126050420168067; 0.47478991596638653; 0.8637316561844863; 0.9867780097425192; 0.9902234636871509; 0.9867318435754189; 0.4956521739130435; 0.504424778761062; 0.512212389380531; 0.4979919678714859; 0.496; 0.4736637168141593; 0.8643006263048018; 0.8679245283018868; 0.8637316561844863
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.71180556 0.72377622 0.75874126 0.67132867 0.74125874]; 0.634453781512605; 0.5714285714285714; 0.7253668763102725; 0.7622427253371185; 0.75; 0.7660614525139666; 0.6419753086419754; 0.6190476190476191; 0.6354166666666667; 0.5714285714285714; 0.6071428571428571; 0.5734126984126985; 0.7227513227513228; 0.7159329140461216; 0.7253668763102725
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.73426573 0.77272727 0.75174825 0.8041958  0.74125874]; 0.497907949790795; 0.5941422594142259; 0.8354297693920335; 0.9312544294826364; 0.9188811188811189; 0.9321678321678322; 0.5652173913043479; 0.6610169491525424; 0.49992996217957697; 0.662020905923345; 0.7851239669421488; 0.5917145258439558; 0.8409321175278621; 0.870020964360587; 0.8354297693920335
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73263889 0.75694444 0.73776224 0.77272727 0.68531469]; 0.5358649789029536; 0.5654008438818565; 0.8280922431865828; 0.9183818310858765; 0.902370990237099; 0.9198047419804741; 0.6099290780141844; 0.7049180327868853; 0.53071988595866; 0.628158844765343; 0.7565217391304347; 0.5708838203848895; 0.8333333333333333; 0.859538784067086; 0.8280922431865829
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.82291667 0.75       0.77083333 0.72916667]; 0.59375; 0.60625; 0.73125; 0.8087912087912088; 0.7666666666666667; 0.81875; 0.5962732919254657; 0.6153846153846154; 0.5942776735459663; 0.6272189349112426; 0.6385542168674698; 0.6049913941480206; 0.7261146496815287; 0.7107231920199502; 0.7313014456340352
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.76041667 0.875      0.75       0.79166667]; 0.55; 0.58125; 0.7625; 0.8986083499005965; 0.9416666666666667; 0.8937499999999999; 0.660377358490566; 0.875; 0.5499999999999999; 0.6763285024154589; 0.8641975308641975; 0.5776683856852634; 0.7939262472885033; 0.912718204488778; 0.7621235132719579
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.73958333 0.79166667 0.82291667 0.80208333]; 0.56875; 0.56875; 0.77; 0.9068825910931174; 0.9333333333333333; 0.9041666666666667; 0.6310160427807487; 0.7662337662337663; 0.5758879674542325; 0.5818181818181818; 0.7272727272727273; 0.5923597678916829; 0.7825059101654847; 0.8642297650130548; 0.7738415012115634
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.55208333 0.52083333 0.48958333 0.44791667]; 0.49375; 0.45; 0.6225; 0.7302231237322516; 0.75; 0.7229166666666667; 0.46357615894039733; 0.4666666666666667; 0.492156862745098; 0.4210526315789474; 0.3855421686746988; 0.45251134407760907; 0.6206030150753769; 0.6206030150753769; 0.6224905622640566
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.44791667 0.51041667 0.46875    0.4375     0.46875   ]; 0.49375; 0.50625; 0.8; 1.0; 1.0; 1.0; 0.49056603773584906; 0.527027027027027; 0.49607165304839723; 0.5153374233128835; 0.5316455696202531; 0.5065635255508674; 0.800498753117207; 0.816793893129771; 0.8002888384567775
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.43617021 0.43617021 0.39361702 0.46808511 0.43617021]; 0.5833333333333334; 0.5; 0.8120204603580563; 0.9914893617021276; 0.9914893617021276; 0.9914893617021276; 0.5637583892617449; 0.5915492957746479; 0.584009942004971; 0.44285714285714284; 0.4246575342465753; 0.4954612972437695; 0.8063241106719367; 0.8073878627968337; 0.8118825170063574
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.71875    0.69791667 0.75       0.73958333]; 0.63125; 0.5875; 0.6875; 0.7755834829443448; 0.9; 0.7395833333333333; 0.6589595375722543; 0.76; 0.6388235294117647; 0.6024096385542168; 0.7246376811594203; 0.6040770823379519; 0.7209821428571428; 0.8411458333333334; 0.6934094551282052
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.67708333 0.72916667 0.73958333 0.78125   ]; 0.70625; 0.59375; 0.82875; 0.9473684210526315; 0.9375; 0.9479166666666667; 0.7403314917127072; 0.7613636363636364; 0.7001262626262625; 0.5454545454545455; 0.582089552238806; 0.5921200449366073; 0.8285356695869837; 0.8379746835443038; 0.8288638849820285
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.63541667 0.75       0.68085106 0.71276596 0.71276596]; 0.7151898734177216; 0.5759493670886076; 0.8253164556962025; 0.9458333333333333; 0.9578059071729957; 0.9451476793248946; 0.7239263803680982; 0.7108433734939759; 0.7154216867469879; 0.562091503267974; 0.581081081081081; 0.5762548262548263; 0.8266331658291457; 0.8350253807106599; 0.8253409731836128
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.69444444 0.6875     0.61805556 0.66666667]; 0.5958333333333333; 0.6583333333333333; 0.6991666666666667; 0.74; 0.7194444444444444; 0.7472222222222222; 0.5688888888888889; 0.5470085470085471; 0.5946424848863874; 0.6306306306306307; 0.5691056910569106; 0.6606212215968313; 0.6852659110723627; 0.655; 0.6991666666666667
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; 6; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.75      0.6971831 0.6971831 0.6971831 0.6971831]; 0.5864978902953587; 0.6455696202531646; 0.7765598650927488; 0.8826025459688827; 0.8764044943820225; 0.8834269662921348; 0.5811965811965814; 0.5619834710743802; 0.5870262182958107; 0.6440677966101694; 0.6129032258064516; 0.6471595775049956; 0.7748513169073915; 0.7587354409317804; 0.7768036179017876
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.77083333 0.73611111 0.64084507 0.71830986 0.64788732]; 0.6890756302521008; 0.634453781512605; 0.7840336134453781; 0.861271676300578; 0.834733893557423; 0.865546218487395; 0.6336633663366337; 0.5765765765765766; 0.681989075689863; 0.5671641791044777; 0.4596774193548387; 0.6421194114318053; 0.765296803652968; 0.7077702702702703; 0.7836510214227606
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.57638889 0.52777778 0.5        0.58333333 0.5       ]; 0.425; 0.4375; 0.49833333333333335; 0.5067466266866568; 0.46944444444444444; 0.5430555555555556; 0.3551401869158879; 0.2992125984251969; 0.43279213992056303; 0.3414634146341463; 0.30701754385964913; 0.4312865497076024; 0.4456721915285451; 0.40266222961730447; 0.4984930513695872
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.4375     0.45833333 0.49295775 0.41549296 0.44366197]; 0.5336134453781513; 0.49159663865546216; 0.8042016806722689; 0.9986013986013986; 1.0; 0.9985994397759104; 0.5194805194805194; 0.49586776859504134; 0.534258670622307; 0.48510638297872344; 0.4634146341463415; 0.492576882290562; 0.8027095681625741; 0.7886855241264559; 0.8043597399919207
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.5        0.52777778 0.49305556 0.54225352 0.51408451]; 0.5252100840336135; 0.5; 0.7885906040268457; 0.9720670391061452; 0.9720670391061452; 0.9720670391061451; 0.5271966527196652; 0.5163934426229508; 0.5254381006218203; 0.502092050209205; 0.49586776859504134; 0.5000706364342729; 0.7889447236180904; 0.78369384359401; 0.7886320317800846
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.76388889 0.71527778 0.76056338 0.70422535 0.75352113]; 0.5714285714285714; 0.6092436974789915; 0.7050420168067227; 0.8025316455696203; 0.8879551820728291; 0.7815126050420168; 0.6408450704225351; 0.7398373983739838; 0.5655708731000353; 0.6990291262135924; 0.8503937007874016; 0.5918635170603674; 0.7462039045553146; 0.8500823723228995; 0.7020566235542457
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.77083333 0.8125     0.70833333 0.78472222 0.73611111]; 0.6333333333333333; 0.6208333333333333; 0.79; 0.8952654232424677; 0.8666666666666667; 0.8986111111111111; 0.6788321167883211; 0.7322834645669292; 0.6272036791861194; 0.6513409961685823; 0.7589285714285714; 0.6294642857142857; 0.7954545454545455; 0.8180300500834724; 0.7900466390184417
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.6971831  0.69014085 0.6971831  0.73943662 0.72535211]; 0.6228813559322034; 0.6016949152542372; 0.7774957698815567; 0.8830409356725146; 0.8507042253521127; 0.8873239436619719; 0.6212765957446809; 0.6517857142857143; 0.6242799539170507; 0.6050420168067226; 0.5901639344262295; 0.6020995110727638; 0.7726879861711322; 0.7589134125636672; 0.7774330975128623
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.72395833 0.68421053 0.78421053 0.71578947]; 0.6320754716981132; 0.60062893081761; 0.690566037735849; 0.7510040160642569; 0.7840670859538784; 0.740041928721174; 0.688; 0.7962962962962963; 0.628917378917379; 0.650137741046832; 0.7421383647798742; 0.60062893081761; 0.7162629757785468; 0.7781954887218046; 0.690234107997266
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.76041667 0.73684211 0.67368421 0.73684211 0.75263158]; 0.6561514195583596; 0.6466876971608833; 0.8108448928121059; 0.9156883671291356; 0.9012605042016807; 0.917016806722689; 0.660436137071651; 0.6838709677419355; 0.6567502986857826; 0.6781609195402298; 0.6900584795321637; 0.6429744452455338; 0.8132004981320049; 0.814214463840399; 0.8108062115120362
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.66145833 0.67368421 0.74736842 0.73684211]; 0.6226415094339622; 0.6572327044025157; 0.7949685534591195; 0.8971367974549311; 0.8867924528301887; 0.8983228511530398; 0.6153846153846153; 0.5925925925925926; 0.6232193732193732; 0.6517571884984025; 0.6335403726708074; 0.6575345175455949; 0.7920918367346939; 0.77625; 0.7950870253164558
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.53125    0.59895833 0.53125    0.515625   0.52631579]; 0.4952978056426332; 0.49843260188087773; 0.5256892230576441; 0.494199535962877; 0.44467640918580376; 0.5448851774530271; 0.4467353951890034; 0.4140127388535032; 0.4940434064637887; 0.4736842105263158; 0.4161849710982659; 0.506037691028585; 0.4804392587508579; 0.4326328800988875; 0.5269898835056064
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.50520833 0.41666667 0.47395833 0.50520833 0.52631579]; 0.4608150470219436; 0.445141065830721; 0.781328320802005; 1.0; 1.0; 1.0; 0.4658385093167702; 0.5067567567567568; 0.46390469416785207; 0.4809384164222874; 0.4823529411764706; 0.4425187524674299; 0.7847008019740901; 0.7979924717691342; 0.7813491770610377
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.49479167 0.50520833 0.50520833 0.49473684 0.46842105]; 0.5157232704402516; 0.4591194968553459; 0.7908291457286433; 0.9927007299270073; 0.99581589958159; 0.9926778242677825; 0.5304878048780488; 0.5576923076923077; 0.5165004748338082; 0.459119496855346; 0.46496815286624205; 0.4591921509672825; 0.7925233644859812; 0.8040455120101138; 0.7909116448939458
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.703125   0.71875    0.61578947 0.63157895]; 0.6823899371069182; 0.6320754716981132; 0.6978643216080402; 0.7054871220604703; 0.6589958158995816; 0.7248953974895398; 0.61003861003861; 0.5231788079470199; 0.6747630566681206; 0.5617977528089887; 0.4838709677419355; 0.6284385513556303; 0.661028893587033; 0.5982142857142857; 0.6963843705799151
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.59895833 0.61979167 0.609375   0.69791667 0.58854167]; 0.6625; 0.690625; 0.83625; 0.9406688241639698; 0.9083333333333333; 0.9427083333333333; 0.6301369863013698; 0.6301369863013698; 0.6598960793575814; 0.7113702623906706; 0.7011494252873564; 0.6896158085340892; 0.8322663252240716; 0.8125; 0.83625
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.66842105 0.69473684 0.67894737 0.65263158]; 0.6170886075949367; 0.6550632911392406; 0.8078381795195955; 0.9212765957446809; 0.911578947368421; 0.9221052631578948; 0.6058631921824105; 0.5849056603773585; 0.6172935945198895; 0.6378737541528238; 0.6233766233766234; 0.6542809042809042; 0.8036175710594314; 0.7893401015228426; 0.80776828753724
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75       0.7        0.74369748 0.69327731 0.70588235]; 0.6470588235294118; 0.6358543417366946; 0.6975890985324947; 0.7536454336147352; 0.8224455611390284; 0.7311557788944725; 0.6881188118811881; 0.7988505747126436; 0.6507914075749011; 0.6948356807511737; 0.8087431693989071; 0.6313830789523271; 0.7294889826535395; 0.8155136268343816; 0.6975890985324948
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69166667 0.74166667 0.65       0.69583333 0.64705882]; 0.6704225352112676; 0.5690140845070423; 0.8060796645702306; 0.9152542372881355; 0.9015025041736227; 0.9165275459098498; 0.6465256797583082; 0.5879120879120879; 0.6725687607190498; 0.5263157894736842; 0.4913294797687861; 0.5670933113129645; 0.7982551799345692; 0.7672955974842768; 0.8060796645702306
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59243697 0.64285714 0.69747899 0.64705882 0.73109244]; 0.6685236768802229; 0.6016713091922006; 0.8024109014675053; 0.9021276595744682; 0.8907563025210085; 0.903361344537815; 0.6757493188010899; 0.6424870466321243; 0.670641113677508; 0.5626911314984709; 0.5542168674698795; 0.598351957051002; 0.7982878544676297; 0.7819706498951782; 0.8024109014675052
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.53781513 0.53781513 0.53361345 0.48319328 0.51680672]; 0.5292479108635098; 0.48746518105849584; 0.5340670859538784; 0.45967741935483875; 0.3831932773109244; 0.5495798319327732; 0.4459016393442623; 0.38857142857142857; 0.5258074534161491; 0.4140127388535032; 0.3532608695652174; 0.4909161490683229; 0.44816883923029177; 0.37840670859538783; 0.5340670859538783
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.50833333 0.54166667 0.49159664 0.52941176 0.52941176]; 0.5014005602240896; 0.47619047619047616; 0.8087002096436059; 1.0; 1.0; 1.0; 0.5136612021857924; 0.5340909090909091; 0.5018520843797087; 0.4702549575070822; 0.4585635359116022; 0.476440858864892; 0.8092002090956611; 0.8113207547169812; 0.8087002096436058
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52521008 0.52941176 0.51260504 0.48739496 0.49152542]; 0.5083333333333333; 0.49722222222222223; 0.7955974842767296; 0.9730639730639731; 0.9730639730639731; 0.9730639730639732; 0.49283667621776506; 0.5029239766081871; 0.5080757449178502; 0.5370843989769821; 0.5555555555555556; 0.49415204678362573; 0.7977178423236514; 0.8060796645702306; 0.7955974842767295
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.72916667 0.7125     0.78151261 0.70168067 0.75210084]; 0.5798319327731093; 0.6246498599439776; 0.6965408805031447; 0.7686274509803921; 0.8207705192629816; 0.752931323283082; 0.639423076923077; 0.7471910112359551; 0.5802994162325027; 0.674757281553398; 0.776536312849162; 0.6242232126043563; 0.724679029957204; 0.7987421383647799; 0.6965408805031447
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69166667 0.7375     0.65416667 0.66666667 0.68487395]; 0.6788732394366197; 0.6394366197183099; 0.8349056603773585; 0.9372312983662942; 0.9098497495826378; 0.9390651085141902; 0.7046632124352332; 0.8; 0.6837837837837838; 0.673469387755102; 0.7135135135135136; 0.6361685214626391; 0.8377125193199383; 0.8522012578616353; 0.8349056603773585
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66386555 0.63445378 0.71428571 0.67647059 0.63559322]; 0.6416666666666667; 0.6166666666666667; 0.7945492662473794; 0.8941574936494496; 0.8888888888888888; 0.8947811447811448; 0.6324786324786326; 0.6166666666666667; 0.6416666666666667; 0.5818181818181818; 0.5333333333333333; 0.6166666666666666; 0.7894736842105264; 0.7704402515723271; 0.7945492662473794
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.74825175 0.68881119 0.76573427 0.6993007  0.70979021]; 0.6569037656903766; 0.6443514644351465; 0.730083857442348; 0.7632653061224489; 0.7846153846153846; 0.7566433566433566; 0.6746031746031746; 0.68; 0.6557894736842106; 0.6351931330472103; 0.6491228070175439; 0.6445614035087719; 0.7365728900255755; 0.7547169811320755; 0.730083857442348
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.75174825 0.66783217 0.6993007  0.66549296]; 0.6333333333333333; 0.6125; 0.8338574423480084; 0.9025787965616046; 0.8823529411764706; 0.9047619047619048; 0.5925925925925927; 0.5517241379310345; 0.6307007786429366; 0.579185520361991; 0.5161290322580645; 0.6158231368186874; 0.8270594653573377; 0.7945492662473794; 0.8338574423480085
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68531469 0.73076923 0.6958042  0.68181818 0.61619718]; 0.6416666666666667; 0.6458333333333334; 0.8034591194968553; 0.8561354019746121; 0.8501400560224089; 0.8571428571428572; 0.6640624999999999; 0.7203389830508474; 0.6429563767713253; 0.6530612244897959; 0.6557377049180327; 0.6456654626285079; 0.8045857217300678; 0.8092243186582809; 0.8034591194968554
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.4965035  0.5        0.49300699 0.54545455 0.60915493]; 0.4791666666666667; 0.5; 0.5476939203354297; 0.6012903225806451; 0.6526610644257703; 0.5672268907563025; 0.5098039215686275; 0.5158730158730159; 0.477234753550543; 0.4957983193277311; 0.5175438596491229; 0.5008354218880535; 0.5775819872736172; 0.6184486373165619; 0.5476939203354299
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; 12; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.48951049 0.48251748 0.47552448 0.51398601 0.47202797]; 0.5062761506276151; 0.502092050209205; 0.8757861635220126; 1.0; 1.0; 1.0; 0.5241935483870968; 0.5284552845528455; 0.5056069526212503; 0.5142857142857143; 0.5431034482758621; 0.5032590412111018; 0.8767550702028082; 0.8836477987421384; 0.8757861635220127
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.46503497 0.46503497 0.4965035  0.53496503 0.51408451]; 0.5125; 0.5125; 0.8663522012578616; 0.9852424455375965; 0.9817927170868347; 0.9852941176470589; 0.5063291139240506; 0.5128205128205128; 0.5125078173858661; 0.5224489795918368; 0.5203252032520326; 0.5122993537627685; 0.8661417322834647; 0.8647798742138365; 0.8663522012578617
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65734266 0.71328671 0.70629371 0.6993007  0.66083916]; 0.6694560669456067; 0.6820083682008368; 0.689727463312369; 0.7021131561008862; 0.7202797202797203; 0.6944055944055945; 0.6550218340611353; 0.625; 0.6696428571428572; 0.6695652173913045; 0.6470588235294118; 0.6818627450980392; 0.6926272066458983; 0.69916142557652; 0.689727463312369
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.72727273 0.65734266 0.68181818 0.68309859]; 0.6333333333333333; 0.6208333333333333; 0.8375262054507338; 0.9066286528866714; 0.8907563025210085; 0.9082633053221288; 0.6451612903225806; 0.7207207207207207; 0.6394301278022209; 0.6784452296819788; 0.7441860465116279; 0.6108317619945527; 0.8397104446742502; 0.8511530398322851; 0.8375262054507338
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.72377622 0.69230769 0.66783217 0.70070423]; 0.5791666666666667; 0.6458333333333334; 0.810796645702306; 0.8763250883392226; 0.8683473389355743; 0.8774509803921569; 0.6007905138339921; 0.59375; 0.578125; 0.6413502109704642; 0.6785714285714286; 0.6478794642857143; 0.810498687664042; 0.8092243186582809; 0.810796645702306
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.71875    0.81914894 0.71276596 0.71276596]; 0.6139240506329114; 0.5443037974683544; 0.7139240506329114; 0.8058455114822548; 0.8143459915611815; 0.8037974683544303; 0.6432748538011697; 0.7857142857142857; 0.6314935064935066; 0.5955056179775281; 0.7162162162162162; 0.5545366795366795; 0.7270531400966183; 0.7900262467191601; 0.716529015780118
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; 4; ipca_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.67708333 0.67021277 0.63829787 0.65957447 0.68085106]; 0.6114649681528662; 0.6242038216560509; 0.7913486005089059; 0.9067796610169492; 0.9067796610169492; 0.9067796610169492; 0.5793103448275863; 0.5833333333333334; 0.609313725490196; 0.6335403726708074; 0.6538461538461539; 0.6243914313534566; 0.7892030848329048; 0.7953367875647669; 0.7914183937823834
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.74468085 0.64893617 0.70212766 0.74468085 0.73404255]; 0.5641025641025641; 0.5705128205128205; 0.7672634271099744; 0.9026915113871634; 0.9276595744680851; 0.9; 0.5952380952380952; 0.704225352112676; 0.5756420878210439; 0.6171428571428571; 0.6666666666666666; 0.5666666666666667; 0.7796610169491527; 0.8320413436692506; 0.7679194060118405
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.51041667 0.5        0.54166667 0.45833333]; 0.4625; 0.50625; 0.51375; 0.5741444866920152; 0.6291666666666667; 0.5333333333333333; 0.5425531914893618; 0.5730337078651685; 0.4484886849184997; 0.5775401069518716; 0.6666666666666666; 0.5042194092827004; 0.5682574916759155; 0.624390243902439; 0.5109130706691682
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.53125    0.47916667 0.57446809 0.57446809 0.4893617 ]; 0.43670886075949367; 0.44936708860759494; 0.7772151898734178; 1.0; 1.0; 1.0; 0.43312101910828027; 0.4358974358974359; 0.43669871794871795; 0.49710982658959535; 0.4725274725274725; 0.44521896014433326; 0.7810945273631841; 0.7733990147783252; 0.7773245073891626
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.46875    0.54166667 0.52083333 0.4375    ]; 0.48125; 0.525; 0.78; 0.9646569646569647; 0.9666666666666667; 0.9645833333333333; 0.4713375796178344; 0.45121951219512196; 0.48202001250781734; 0.5730337078651686; 0.5666666666666667; 0.519047619047619; 0.7843137254901961; 0.7766990291262136; 0.7801020918826945
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.71875    0.77083333 0.76041667 0.8125    ]; 0.525; 0.54375; 0.68625; 0.796; 0.8291666666666667; 0.7875; 0.5869565217391305; 0.72; 0.536470588235294; 0.6294416243654822; 0.775; 0.54375; 0.7150964812712827; 0.7974683544303798; 0.6876230661040788
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.73958333 0.75       0.66666667 0.75      ]; 0.575; 0.625; 0.79625; 0.9281314168377823; 0.9416666666666667; 0.9270833333333333; 0.5853658536585366; 0.5714285714285714; 0.575187969924812; 0.6296296296296295; 0.6623376623376623; 0.6263495540603975; 0.7995079950799507; 0.8104738154613467; 0.7962143513396959
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.78723404 0.72340426 0.70212766 0.74468085 0.81914894]; 0.6025641025641025; 0.5769230769230769; 0.7902813299232737; 0.922077922077922; 0.9063829787234042; 0.923404255319149; 0.5866666666666667; 0.6875; 0.6154891304347826; 0.5352112676056338; 0.5846153846153846; 0.578021978021978; 0.7824933687002653; 0.8104395604395604; 0.7915834165834166
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.62676056 0.66901408 0.66197183 0.67605634 0.66428571]; 0.6059322033898306; 0.6271186440677966; 0.7152542372881356; 0.7703703703703704; 0.7344632768361582; 0.7810734463276836; 0.5130890052356021; 0.44545454545454544; 0.5957431457431457; 0.5925925925925926; 0.5565217391304348; 0.6253683075817463; 0.689463955637708; 0.6442141623488774; 0.7139540029714436
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.70138889 0.69444444 0.71830986 0.73943662]; 0.5966386554621849; 0.6470588235294118; 0.7734899328859061; 0.8703170028818443; 0.8435754189944135; 0.8743016759776537; 0.4482758620689656; 0.33620689655172414; 0.5902345958168457; 0.5116279069767442; 0.41509433962264153; 0.6242138364779874; 0.7403846153846154; 0.6637931034482759; 0.7706220419202163
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.64583333 0.70138889 0.6875     0.64084507]; 0.6234309623430963; 0.6443514644351465; 0.7909698996655519; 0.8942172073342736; 0.883008356545961; 0.8955431754874652; 0.5588235294117647; 0.48717948717948717; 0.6206389239176124; 0.6222222222222221; 0.603448275862069; 0.6431875525651808; 0.7803163444639719; 0.75; 0.7905629139072847
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.53472222 0.52777778 0.46527778 0.52083333 0.53521127]; 0.5271966527196653; 0.4811715481171548; 0.5158862876254181; 0.5879518072289157; 0.6796657381615598; 0.5236768802228412; 0.5799256505576209; 0.6554621848739496; 0.5277310924369748; 0.5441176470588235; 0.6491228070175439; 0.4885614035087719; 0.5776805251641138; 0.668918918918919; 0.5174064793270092
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.51388889 0.51408451 0.52816901 0.48591549 0.52816901]; 0.540084388185654; 0.4810126582278481; 0.8043844856661045; 1.0; 1.0; 1.0; 0.4976958525345622; 0.5; 0.5368217054263565; 0.5060240963855421; 0.5121951219512195; 0.47978177150192547; 0.803056027164686; 0.8057921635434412; 0.8043985859453433
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.5        0.5625     0.55555556 0.53472222 0.40972222]; 0.4166666666666667; 0.525; 0.78; 0.9861878453038674; 0.9916666666666667; 0.986111111111111; 0.4067796610169491; 0.41025641025641024; 0.4165103189493433; 0.5546874999999999; 0.5819672131147541; 0.5240344540150041; 0.7828947368421052; 0.7946577629382304; 0.780024388956636
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.80555556 0.6875     0.70138889 0.70138889 0.67605634]; 0.5648535564853556; 0.5857740585774058; 0.6822742474916388; 0.7680209698558321; 0.8161559888579387; 0.7534818941504178; 0.6231884057971013; 0.7288135593220338; 0.5668861185039922; 0.6235741444866921; 0.7735849056603774; 0.6048375656121436; 0.7081413210445469; 0.79073756432247; 0.6849283253912513
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72916667 0.66666667 0.66666667 0.63888889 0.61111111]; 0.6583333333333333; 0.6291666666666667; 0.8158333333333333; 0.9301675977653632; 0.925; 0.9305555555555556; 0.6962962962962963; 0.7642276422764228; 0.6556180946424849; 0.673992673992674; 0.7301587301587301; 0.6238512949039265; 0.8244638602065131; 0.8522167487684729; 0.8152792711693464
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.6875     0.69014085 0.73943662 0.6971831 ]; 0.5756302521008403; 0.5714285714285714; 0.7563025210084033; 0.8737300435413643; 0.8431372549019608; 0.8781512605042018; 0.530232558139535; 0.456; 0.5819823008849557; 0.5446428571428572; 0.48412698412698413; 0.5768849206349207; 0.7429078014184398; 0.6891447368421053; 0.7578026089708808
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.71354167 0.72395833 0.68229167 0.65104167 0.67368421]; 0.5924764890282131; 0.6144200626959248; 0.6729323308270677; 0.7072905331882481; 0.6784968684759917; 0.7192066805845512; 0.5806451612903226; 0.5325443786982249; 0.5962721893491124; 0.588628762541806; 0.6027397260273972; 0.613508591337398; 0.6583769633507852; 0.6335012594458438; 0.6727356671294057
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69270833 0.625      0.625      0.65263158 0.65263158]; 0.6069182389937107; 0.5943396226415094; 0.7958542713567839; 0.9239013933547696; 0.9016736401673641; 0.9257322175732218; 0.6130030959752323; 0.6111111111111112; 0.6068376068376069; 0.5904761904761905; 0.5923566878980892; 0.5943149899117776; 0.7931253978357734; 0.7816813048933501; 0.7958720989875556
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.63541667 0.66145833 0.67894737 0.65789474 0.62631579]; 0.6194968553459119; 0.6352201257861635; 0.7823899371069183; 0.8834224598930482; 0.8658280922431866; 0.8857442348008386; 0.5813148788927336; 0.5637583892617449; 0.6161987212580915; 0.6133333333333332; 0.5897435897435898; 0.6343779677113011; 0.7729658792650919; 0.7531969309462916; 0.7819202476513636
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.46354167 0.515625   0.484375   0.53125    0.51052632]; 0.5360501567398119; 0.4890282131661442; 0.5106516290726817; 0.45093457943925236; 0.40292275574112735; 0.5093945720250521; 0.43939393939393945; 0.36477987421383645; 0.5355149371069182; 0.39405204460966536; 0.3464052287581699; 0.4834435782345067; 0.4377249820014399; 0.3843236409608091; 0.5095531248282306
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.453125   0.46875    0.5        0.515625   0.46315789]; 0.5235109717868338; 0.5172413793103449; 0.8082706766917294; 1.0; 1.0; 1.0; 0.5529411764705883; 0.573170731707317; 0.5220692368214005; 0.5333333333333333; 0.546583850931677; 0.5169628115417879; 0.8120393120393121; 0.822139303482587; 0.8081656113372532
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.44791667 0.484375   0.43157895 0.54736842 0.47894737]; 0.4748427672955975; 0.5; 0.789937106918239; 0.99163179916318; 0.9937106918238994; 0.9916142557651992; 0.49240121580547114; 0.4879518072289157; 0.4742390615091947; 0.5046728971962617; 0.5159235668789809; 0.500197808284211; 0.7920298879202989; 0.795; 0.7899050632911392
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.671875   0.65625    0.67708333 0.70526316]; 0.6112852664576802; 0.6144200626959248; 0.6704260651629073; 0.7245804540967423; 0.7661795407098121; 0.7087682672233822; 0.6374269005847953; 0.7315436241610739; 0.6187129885511251; 0.6495726495726495; 0.7402597402597403; 0.6186147186147186; 0.6916764361078546; 0.7544757033248082; 0.672078146502699
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.63020833 0.68229167 0.68229167 0.67708333 0.7       ]; 0.6520376175548589; 0.6426332288401254; 0.7832080200501254; 0.8738269030239832; 0.8747390396659708; 0.8736951983298539; 0.6744868035190618; 0.7098765432098766; 0.6511166155539828; 0.6779661016949152; 0.7272727272727273; 0.6396103896103896; 0.7908101571946796; 0.8114143920595533; 0.7829223859031944
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.6875     0.65104167 0.66842105 0.65263158 0.68421053]; 0.6226415094339622; 0.5691823899371069; 0.779245283018868; 0.902892561983471; 0.9161425576519916; 0.9014675052410901; 0.6296296296296295; 0.6455696202531646; 0.6227848101265823; 0.591044776119403; 0.6111111111111112; 0.5683760683760684; 0.7842655193607867; 0.8005018820577164; 0.779191672428606
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67916667 0.67226891 0.64285714 0.66806723 0.75210084]; 0.6368715083798883; 0.611731843575419; 0.6823899371069182; 0.7248979591836735; 0.7449664429530202; 0.7172818791946309; 0.6348314606741573; 0.70625; 0.6435290404040405; 0.6584766584766584; 0.6767676767676768; 0.6040088383838385; 0.6951710261569417; 0.7243186582809225; 0.6823899371069183
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6875     0.60416667 0.68067227 0.70588235 0.71428571]; 0.6106442577030813; 0.5686274509803921; 0.7924528301886793; 0.9130801687763713; 0.9061976549413735; 0.9137353433835846; 0.603988603988604; 0.5988700564971752; 0.6105461393596987; 0.5389221556886228; 0.5; 0.5692090395480226; 0.7882352941176471; 0.7725366876310272; 0.7924528301886793
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64285714 0.58403361 0.6302521  0.68067227 0.6440678 ]; 0.6416666666666667; 0.6611111111111111; 0.8155136268343816; 0.9159034138218151; 0.9259259259259259; 0.9149831649831651; 0.6485013623978202; 0.6685393258426966; 0.641961970613656; 0.6737967914438503; 0.6923076923076923; 0.6607605877268798; 0.8187435633367661; 0.8333333333333334; 0.8155136268343816
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; 10; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.51666667 0.47478992 0.51260504 0.50420168 0.45798319]; 0.5; 0.48324022346368717; 0.5780922431865828; 0.631578947368421; 0.6342281879194631; 0.6300335570469799; 0.5149051490514905; 0.5053191489361702; 0.49971839799749684; 0.4699140401146132; 0.4823529411764706; 0.48319774718398; 0.5796344647519581; 0.5817610062893082; 0.5780922431865828
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.54201681 0.50840336 0.50420168 0.43697479 0.48728814]; 0.48055555555555557; 0.4666666666666667; 0.8013626834381551; 1.0; 1.0; 1.0; 0.4848484848484849; 0.4835164835164835; 0.480522286702062; 0.45454545454545453; 0.449438202247191; 0.46647734288183723; 0.8008407777193904; 0.7987421383647799; 0.8013626834381552
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.49583333 0.52916667 0.48319328 0.50420168 0.4789916 ]; 0.4957983193277311; 0.5462184873949579; 0.8191823899371069; 0.9974937343358395; 1.0; 0.9974874371859296; 0.5263157894736842; 0.5434782608695652; 0.4942824830359387; 0.5449438202247191; 0.5606936416184971; 0.5466511686353355; 0.8215209518882567; 0.8322851153039832; 0.8191823899371069
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; 10; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.70416667 0.7375     0.67916667 0.66386555 0.7394958 ]; 0.5702247191011236; 0.5252808988764045; 0.64937106918239; 0.7320463320463321; 0.7926421404682275; 0.709866220735786; 0.6295399515738499; 0.7182320441988951; 0.5676874506708761; 0.6078886310904872; 0.7485714285714286; 0.5289818468823995; 0.6872370266479664; 0.7704402515723271; 0.64937106918239
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.67226891 0.65546218 0.68907563 0.70588235 0.69067797]; 0.5944444444444444; 0.6583333333333333; 0.7877358490566038; 0.8841567291311754; 0.8737373737373737; 0.8855218855218855; 0.6572769953051644; 0.7821229050279329; 0.5954813420167289; 0.7078384798099763; 0.8232044198895028; 0.6574122658106731; 0.7996041563582386; 0.8469601677148847; 0.7877358490566038
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67083333 0.59243697 0.63865546 0.66806723 0.65966387]; 0.6508379888268156; 0.6396648044692738; 0.7935010482180294; 0.8823529411764706; 0.8808724832214765; 0.8825503355704698; 0.6630727762803234; 0.6795580110497238; 0.6505134688016981; 0.6172106824925816; 0.5875706214689266; 0.6390891781377782; 0.792413066385669; 0.7882599580712788; 0.7935010482180294
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; 12; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.69097222 0.64236111 0.70486111 0.66319444 0.66433566]; 0.5404255319148936; 0.6170212765957447; 0.6802935010482181; 0.6888217522658611; 0.6342141863699583; 0.713490959666203; 0.5263157894736842; 0.5405405405405406; 0.5404315605928509; 0.5871559633027522; 0.5161290322580645; 0.622929380993897; 0.6553672316384181; 0.6079664570230608; 0.6802935010482181
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69444444 0.68531469 0.6958042  0.66083916 0.68531469]; 0.5756302521008403; 0.5588235294117647; 0.820230607966457; 0.9046624913013221; 0.9078212290502793; 0.9043296089385475; 0.5120772946859904; 0.44166666666666665; 0.5767655367231639; 0.5070422535211268; 0.4576271186440678; 0.5579802259887006; 0.8152934841141626; 0.7935010482180294; 0.8202306079664571
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.625      0.6875     0.65384615 0.68181818 0.67132867]; 0.5864978902953587; 0.569620253164557; 0.8118448637316562; 0.8881069669247009; 0.8800557880055788; 0.889121338912134; 0.5585585585585585; 0.5344827586206896; 0.585423197492163; 0.5853658536585366; 0.5950413223140496; 0.5690723852949559; 0.8099523557437798; 0.8018867924528302; 0.8118448637316562
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50347222 0.48611111 0.5        0.55944056 0.52797203]; 0.47257383966244726; 0.4978902953586498; 0.529874213836478; 0.5417543859649123; 0.5383542538354253; 0.5446304044630405; 0.463519313304721; 0.453781512605042; 0.47265346816692777; 0.4711111111111111; 0.4491525423728814; 0.49768551488391977; 0.5236325013276686; 0.5167714884696016; 0.5298742138364779
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.49305556 0.48601399 0.52097902 0.48251748 0.50699301]; 0.5294117647058824; 0.5336134453781513; 0.8831236897274634; 1.0; 1.0; 1.0; 0.5483870967741936; 0.591304347826087; 0.5314245316366207; 0.5316455696202531; 0.5121951219512195; 0.5343584305408272; 0.8836724047991653; 0.8878406708595388; 0.8831236897274634
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.46853147 0.55594406 0.5        0.48601399 0.52112676]; 0.5; 0.48333333333333334; 0.8689727463312369; 0.9958100558659218; 0.9985994397759104; 0.9957983193277312; 0.4915254237288136; 0.4915254237288136; 0.4998610725201445; 0.5118110236220472; 0.5327868852459017; 0.48249513753820505; 0.8699271592091571; 0.8763102725366876; 0.8689727463312369
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72569444 0.71527778 0.68881119 0.66433566 0.72377622]; 0.6244725738396625; 0.540084388185654; 0.6834381551362684; 0.713276836158192; 0.704323570432357; 0.7168758716875872; 0.6276150627615062; 0.635593220338983; 0.6245192992451218; 0.540084388185654; 0.5378151260504201; 0.5400940037031762; 0.6807610993657505; 0.6750524109014675; 0.6834381551362685
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70138889 0.64930556 0.66319444 0.64930556 0.72027972]; 0.6042553191489362; 0.5319148936170213; 0.8275681341719078; 0.9136986301369863; 0.9276773296244785; 0.9123783031988874; 0.456140350877193; 0.34513274336283184; 0.5946975192223994; 0.37500000000000006; 0.27049180327868855; 0.5423255476570433; 0.8179302711676814; 0.7746331236897275; 0.8275681341719078
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70979021 0.72027972 0.71678322 0.68881119 0.68881119]; 0.5146443514644351; 0.5606694560669456; 0.8092243186582809; 0.9038332212508405; 0.9398601398601398; 0.9; 0.5735294117647058; 0.6964285714285714; 0.5253796400449944; 0.6391752577319588; 0.7322834645669292; 0.5491774465691789; 0.8224390243902439; 0.8836477987421384; 0.809224318658281
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.46875; 0.525; 0.49875; 0.6666666666666666; 1.0; 0.5; 0.6382978723404256; 1.0; 0.5; 0.6885245901639345; 1.0; 0.5; 0.6655546288573811; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; 4; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5 0.5 0.5 0.5 0.5]; 0.46835443037974683; 0.4936708860759494; 0.49242424242424243; 0.6666666666666666; 1.0; 0.5; 0.6379310344827586; 1.0; 0.5; 0.6610169491525424; 1.0; 0.5; 0.6598984771573604; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.46875    0.48958333 0.52083333 0.56382979 0.55319149]; 0.4620253164556962; 0.43670886075949367; 0.6275252525252525; 0.7973199329983249; 1.0; 0.7457983193277311; 0.5502645502645502; 0.6933333333333334; 0.47317269076305224; 0.5291005291005291; 0.746268656716418; 0.4775299327538134; 0.6974358974358975; 0.8947368421052632; 0.637902401635156
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.45833333 0.39583333 0.55208333 0.45833333 0.48958333]; 0.56875; 0.475; 0.62875; 0.7; 0.7; 0.7; 0.5714285714285715; 0.6216216216216216; 0.572438717787555; 0.47500000000000003; 0.5205479452054794; 0.47866477720044087; 0.6292134831460675; 0.6511627906976745; 0.6294554873585224
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.54166667 0.4375     0.51041667 0.52083333]; 0.475; 0.475; 0.79; 1.0; 1.0; 1.0; 0.4615384615384615; 0.45569620253164556; 0.47476168151273634; 0.42465753424657526; 0.44285714285714284; 0.4714285714285714; 0.7851662404092071; 0.7892030848329049; 0.7899786713702237
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.54166667 0.53125    0.4375     0.47916667]; 0.49375; 0.46875; 0.785; 0.987603305785124; 0.9958333333333333; 0.9875; 0.5371428571428571; 0.5164835164835165; 0.49012581621277274; 0.4720496894409938; 0.4578313253012048; 0.46917540291034265; 0.7902439024390244; 0.782608695652174; 0.7850867312457761
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.45833333 0.53125    0.52083333 0.56382979 0.53191489]; 0.4936708860759494; 0.5126582278481012; 0.5328282828282829; 0.3861671469740634; 0.2815126050420168; 0.5525210084033614; 0.2727272727272727; 0.19230769230769232; 0.48990384615384613; 0.3418803418803419; 0.24691358024691357; 0.5195606862273529; 0.35540069686411146; 0.25692695214105793; 0.5335267672097694
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.54166667 0.5        0.65625    0.58333333]; 0.53125; 0.53125; 0.8125; 1.0; 1.0; 1.0; 0.5283018867924529; 0.5060240963855421; 0.5322328274135504; 0.5341614906832298; 0.5443037974683544; 0.5314111579934365; 0.8125; 0.8084577114427861; 0.8125203130078253
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.5625     0.5625     0.5        0.58333333]; 0.5375; 0.4625; 0.79375; 0.9896049896049897; 0.9916666666666667; 0.9895833333333334; 0.5542168674698795; 0.5897435897435898; 0.5387742338961852; 0.5168539325842697; 0.5054945054945055; 0.45564580347189043; 0.8; 0.8068459657701712; 0.7934485583326559
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svd; 4; 196; 200; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.5; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svd; 4; 196; 200; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.5 0.5 0.5 0.5 0.5]; 0.5168067226890757; 0.542016806722689; 0.511744966442953; 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; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52777778 0.43055556 0.54166667 0.52083333 0.47887324]; 0.4769874476987448; 0.497907949790795; 0.6538461538461539; 0.692167577413479; 0.5292479108635098; 0.7646239554317549; 0.2857142857142857; 0.20161290322580644; 0.48776297335203367; 0.3023255813953488; 0.22033898305084745; 0.4944670121865808; 0.5379464285714286; 0.40099833610648916; 0.6551210167927405
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.51388889 0.51388889 0.50704225 0.52816901 0.52112676]; 0.48739495798319327; 0.46218487394957986; 0.5050420168067227; 0.5840490797546012; 0.6666666666666666; 0.5252100840336134; 0.5343511450381679; 0.603448275862069; 0.4902487280949689; 0.525925925925926; 0.6120689655172413; 0.46587054833239117; 0.562731997030438; 0.6434634974533107; 0.5064239284271546
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.47222222 0.47916667 0.48611111 0.49305556]; 0.49583333333333335; 0.45416666666666666; 0.79; 1.0; 1.0; 1.0; 0.4894514767932489; 0.48333333333333334; 0.4958333333333333; 0.4696356275303644; 0.4496124031007752; 0.45453593128011727; 0.7906976744186047; 0.7816091954022989; 0.7901277787502188
ensemble_model_v2_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.44444444 0.47916667 0.36619718 0.45070423 0.43661972]; 0.4957983193277311; 0.46638655462184875; 0.7890756302521008; 0.9943820224719101; 0.9915966386554622; 0.9943977591036415; 0.4392523364485981; 0.42727272727272725; 0.4909801136363636; 0.47302904564315357; 0.4523809523809524; 0.4672619047619047; 0.7849185946872321; 0.7723440134907251; 0.7890195779346423
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.50694444 0.54861111 0.46527778 0.54166667 0.5625    ]; 0.5083333333333333; 0.49166666666666664; 0.6683333333333333; 0.7793296089385475; 0.775; 0.7805555555555554; 0.5083333333333333; 0.5213675213675214; 0.5086512403585575; 0.5040650406504064; 0.512396694214876; 0.49149246475449687; 0.6688851913477537; 0.6722408026755853; 0.668346314959055
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; 6; ipca_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.57746479 0.59859155 0.62676056 0.53521127 0.55      ]; 0.4703389830508475; 0.5169491525423728; 0.7974576271186441; 1.0; 1.0; 1.0; 0.4813278008298756; 0.5; 0.4708333333333333; 0.5327868852459017; 0.5652173913043478; 0.5181458857348185; 0.7996647108130763; 0.8153846153846154; 0.7976082740788624
ensemble_model_v2_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.55555556 0.54166667 0.44366197 0.47887324 0.58450704]; 0.46218487394957986; 0.5294117647058824; 0.7915966386554621; 0.988795518207283; 0.988795518207283; 0.988795518207283; 0.48799999999999993; 0.4621212121212121; 0.4621926815323042; 0.5044247787610621; 0.5135135135135135; 0.5284103000638434; 0.7915966386554623; 0.785; 0.7916525423728814
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; 8; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4625; 0.515625; 0.495625; 0.6666666666666666; 1.0; 0.5; 0.6324786324786326; 1.0; 0.5; 0.6804123711340206; 1.0; 0.5; 0.6627664020058504; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.5 0.5 0.5 0.5 0.5]; 0.4936708860759494; 0.5253164556962026; 0.5037926675094817; 0.6666666666666666; 1.0; 0.5; 0.6610169491525424; 1.0; 0.5; 0.6887966804979253; 1.0; 0.5; 0.6700294241277848; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.56842105 0.50526316 0.53684211 0.49473684 0.5       ]; 0.5411392405063291; 0.47468354430379744; 0.6556962025316456; 0.8027095681625741; 1.0; 0.7542194092827004; 0.6329113924050633; 0.7142857142857143; 0.5202634245187436; 0.5699481865284973; 0.7333333333333333; 0.48714859437751; 0.7227319062181448; 0.8873591989987485; 0.6530265905365062
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.52083333 0.52105263 0.54210526 0.49473684]; 0.4968553459119497; 0.4779874213836478; 0.5238993710691824; 0.5930122757318225; 0.6582809224318659; 0.5482180293501049; 0.5428571428571429; 0.6209150326797386; 0.5013666072489602; 0.5310734463276837; 0.5838509316770186; 0.4766388416346876; 0.5706182643221781; 0.6359039190897599; 0.5244600947138411
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.44791667 0.47916667 0.5        0.47916667 0.47368421]; 0.45768025078369906; 0.5047021943573667; 0.7926065162907269; 1.0; 1.0; 1.0; 0.47094801223241595; 0.4935897435897436; 0.4584513135126632; 0.5123456790123457; 0.532051282051282; 0.5052894447066226; 0.7942821628340585; 0.8078381795195955; 0.7927389655361953
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.53684211 0.51578947 0.48421053 0.51578947 0.4       ]; 0.49683544303797467; 0.4873417721518987; 0.7951959544879899; 0.9968387776606955; 0.9957894736842106; 0.9968421052631579; 0.4887459807073955; 0.4840764331210191; 0.496755197692585; 0.4968944099378882; 0.5095541401273885; 0.48748147257941754; 0.7951959544879899; 0.7972116603295311; 0.7952010382353834
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.57291667 0.52604167 0.47894737 0.48947368]; 0.46226415094339623; 0.46226415094339623; 0.6381909547738693; 0.7673956262425446; 0.8075313807531381; 0.7552301255230126; 0.5183098591549297; 0.5575757575757576; 0.4585264408793821; 0.49557522123893805; 0.5283018867924528; 0.46226415094339623; 0.6611764705882353; 0.7007481296758105; 0.6377158369898039
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; 8; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.53157895 0.54736842 0.54210526 0.58947368 0.54736842]; 0.5569620253164557; 0.5; 0.8116308470290771; 1.0; 1.0; 1.0; 0.5302013422818791; 0.5337837837837838; 0.555582368082368; 0.487012987012987; 0.4934210526315789; 0.49975930680359437; 0.8084832904884319; 0.8116129032258065; 0.8116304912659391
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.4375     0.53645833 0.53157895 0.49473684 0.55789474]; 0.5943396226415094; 0.5628930817610063; 0.8226415094339623; 0.985263157894737; 0.9811320754716981; 0.9853249475890986; 0.5930599369085173; 0.5987261146496815; 0.5943941132254619; 0.5559105431309904; 0.5370370370370371; 0.5633903133903134; 0.8215189873417722; 0.8153266331658291; 0.8226507221244763
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svd; 4; 196; 200; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5014005602240896; 0.49859943977591037; 0.5; 0.6666666666666666; 1.0; 0.5; 0.667910447761194; 1.0; 0.5; 0.6654205607476635; 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; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.5 0.5 0.5 0.5 0.5]; 0.5014084507042254; 0.49859154929577465; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6679174484052532; 1.0; 0.5; 0.6654135338345865; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.51666667 0.5        0.54583333 0.47083333 0.57983193]; 0.5014084507042254; 0.4788732394366197; 0.6624737945492662; 0.8094594594594594; 1.0; 0.7646076794657763; 0.5912240184757506; 0.7231638418079096; 0.502031359106202; 0.5667447306791569; 0.6797752808988764; 0.4783057195454834; 0.7247863247863249; 0.8888888888888888; 0.6624737945492662
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50840336 0.53361345 0.4789916  0.46638655 0.57142857]; 0.5069637883008357; 0.520891364902507; 0.5220125786163522; 0.5396565821749796; 0.5546218487394958; 0.526890756302521; 0.5254691689008044; 0.5730994152046783; 0.5099539629214881; 0.5520833333333334; 0.5638297872340425; 0.5187569988801792; 0.5393939393939393; 0.559748427672956; 0.5220125786163522
ensemble_model_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; 10; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.50833333 0.47058824 0.4789916  0.45798319 0.48739496]; 0.5083798882681564; 0.4972067039106145; 0.8134171907756813; 1.0; 1.0; 1.0; 0.5217391304347826; 0.5363128491620112; 0.5083798882681564; 0.5; 0.5027932960893855; 0.49720670391061456; 0.8145833333333333; 0.8197064989517819; 0.8134171907756813
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.50833333 0.4875     0.54166667 0.47058824 0.45378151]; 0.5084269662921348; 0.47752808988764045; 0.8050314465408805; 0.990794979079498; 0.9899665551839465; 0.9908026755852842; 0.5358090185676394; 0.5738636363636364; 0.5091540404040403; 0.46551724137931033; 0.45; 0.47784090909090904; 0.80625; 0.8113207547169812; 0.8050314465408805
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.58333333 0.57916667 0.49579832 0.51260504 0.5       ]; 0.48179271708683474; 0.5126050420168067; 0.54979035639413; 0.584026622296173; 0.5879396984924623; 0.5812395309882747; 0.5066666666666668; 0.536723163841808; 0.4822504708097929; 0.5271739130434782; 0.5388888888888889; 0.512382297551789; 0.5583547557840617; 0.5691823899371069; 0.54979035639413
ensemble_model_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56302521 0.48739496 0.56302521 0.58403361 0.54621849]; 0.5431754874651811; 0.5153203342618384; 0.8228511530398323; 1.0; 1.0; 1.0; 0.5773195876288659; 0.5803108808290155; 0.5401554404145077; 0.49710982658959535; 0.5180722891566265; 0.5155128285161371; 0.8243243243243243; 0.8312368972746331; 0.8228511530398324
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.57916667 0.525      0.55       0.53781513 0.58403361]; 0.49719101123595505; 0.5393258426966292; 0.8092243186582809; 0.9824267782426778; 0.9816053511705686; 0.9824414715719064; 0.47813411078717194; 0.47953216374269003; 0.4965228386281017; 0.5469613259668508; 0.5351351351351351; 0.539497392128971; 0.8084210526315789; 0.8050314465408805; 0.8092243186582809
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svd; 4; 196; 200; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.49159663865546216; 0.5084033613445378; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6591549295774647; 1.0; 0.5; 0.6740947075208913; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5333333333333333; 0.4666666666666667; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.46503497 0.46853147 0.54545455 0.46126761]; 0.5583333333333333; 0.5291666666666667; 0.7038784067085954; 0.8049605411499436; 1.0; 0.757703081232493; 0.6293706293706293; 0.8108108108108109; 0.5759480410643202; 0.6389776357827476; 0.7751937984496124; 0.5092185208464278; 0.7619047619047618; 0.9475890985324947; 0.7038784067085955
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.46853147 0.52447552 0.51748252 0.56993007 0.48943662]; 0.475; 0.4708333333333333; 0.5125786163522013; 0.5249122807017544; 0.5238095238095238; 0.5259103641456583; 0.4878048780487805; 0.48; 0.47478260869565214; 0.47302904564315357; 0.4956521739130435; 0.47182608695652173; 0.5135983263598327; 0.5146750524109015; 0.5125786163522013
ensemble_model_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.48611111 0.51388889 0.41958042 0.52797203 0.47902098]; 0.459915611814346; 0.4936708860759494; 0.870020964360587; 1.0; 1.0; 1.0; 0.42342342342342343; 0.4051724137931034; 0.45878455400398976; 0.5161290322580645; 0.5289256198347108; 0.49291108577942433; 0.8697478991596638; 0.8679245283018868; 0.8700209643605871
ensemble_model_v2_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.48958333 0.47916667 0.48601399 0.4965035  0.48601399]; 0.46835443037974683; 0.5443037974683544; 0.8747379454926625; 0.9965156794425087; 0.99721059972106; 0.9965132496513249; 0.4568965517241379; 0.4344262295081967; 0.4693870277975766; 0.5423728813559323; 0.5565217391304348; 0.5446543121881682; 0.8744088281660535; 0.8721174004192872; 0.8747379454926626
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.54195804 0.5034965  0.51048951 0.54225352]; 0.5416666666666666; 0.4791666666666667; 0.6058700209643606; 0.6178861788617886; 0.5854341736694678; 0.6379551820728292; 0.5416666666666667; 0.5652173913043478; 0.5426086956521738; 0.5098039215686274; 0.52; 0.4773913043478261; 0.5930735930735931; 0.5744234800838575; 0.6058700209643606
ensemble_model_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54195804 0.54195804 0.56993007 0.55244755 0.47887324]; 0.5541666666666667; 0.5333333333333333; 0.8852201257861635; 1.0; 1.0; 1.0; 0.5244444444444445; 0.5086206896551724; 0.5526974416017798; 0.5172413793103449; 0.4838709677419355; 0.5350389321468298; 0.8838196286472149; 0.8731656184486373; 0.8852201257861636
ensemble_model_v2_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.59440559 0.54195804 0.54195804 0.52816901]; 0.5208333333333334; 0.5916666666666667; 0.8831236897274634; 0.9929873772791025; 0.9915966386554622; 0.9929971988795518; 0.5344129554655871; 0.559322033898305; 0.5214642956376772; 0.6016260162601627; 0.6065573770491803; 0.5914142817449292; 0.883793642522147; 0.8888888888888888; 0.8831236897274632
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5        0.51041667 0.48958333 0.44680851 0.55319149]; 0.4936708860759494; 0.5; 0.5176767676767676; 0.6432; 0.8445378151260504; 0.5315126050420168; 0.5959595959595959; 0.7662337662337663; 0.5004008337341671; 0.6146341463414634; 0.8873239436619719; 0.5356159948194916; 0.6284046692607004; 0.8367875647668394; 0.5255366395262768
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.61458333 0.6875     0.72916667 0.64583333]; 0.53125; 0.54375; 0.815; 1.0; 1.0; 1.0; 0.5901639344262295; 0.6666666666666666; 0.5295358649789029; 0.5680473372781065; 0.631578947368421; 0.5479323308270677; 0.8221153846153846; 0.8614609571788413; 0.8153458632048052
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.73958333 0.69791667 0.75531915 0.72340426]; 0.4177215189873418; 0.5506329113924051; 0.7777777777777778; 0.9725158562367864; 0.9663865546218487; 0.9726890756302521; 0.4888888888888889; 0.5866666666666667; 0.42586345381526103; 0.6282722513089004; 0.6521739130434783; 0.5306324110671937; 0.7914691943127962; 0.8246913580246914; 0.7766867642836635
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.75       0.73958333 0.77083333 0.73958333]; 0.475; 0.49375; 0.7425; 0.9147609147609147; 0.9166666666666666; 0.9145833333333333; 0.5483870967741936; 0.6219512195121951; 0.47123202001250786; 0.5573770491803278; 0.5862068965517241; 0.4848842701936703; 0.7576470588235293; 0.7872860635696821; 0.7414691187413627
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; 4; ica_diff; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.71276596 0.76595745 0.80851064 0.81914894 0.77173913]; 0.4935897435897436; 0.46153846153846156; 0.7858974358974359; 0.9914529914529915; 0.9914529914529915; 0.9914529914529915; 0.3875968992248062; 0.3246753246753247; 0.49145158638829517; 0.39999999999999997; 0.3181818181818182; 0.4826203208556149; 0.7734056987788331; 0.7142857142857143; 0.787589051368579
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.79166667 0.71875    0.78125    0.80851064]; 0.559748427672956; 0.4591194968553459; 0.7939698492462312; 0.9831932773109243; 0.9790794979079498; 0.9832635983263599; 0.5731707317073171; 0.5802469135802469; 0.5593542260208926; 0.44871794871794873; 0.4605263157894737; 0.4591788205453392; 0.7939698492462312; 0.797979797979798; 0.793989898989899
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; 4; ica_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.71875    0.72340426 0.71276596 0.73404255 0.69148936]; 0.5159235668789809; 0.6178343949044586; 0.6984732824427481; 0.7809110629067245; 0.7627118644067796; 0.7860169491525424; 0.4933333333333333; 0.4868421052631579; 0.5150259909031839; 0.6; 0.6081081081081081; 0.6173070661022468; 0.6885676741130091; 0.6787564766839378; 0.6981282383419689
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.67708333 0.61458333 0.71875    0.69791667]; 0.5625; 0.4875; 0.80125; 0.9854469854469855; 0.9875; 0.9854166666666666; 0.5512820512820513; 0.5733333333333334; 0.5631372549019608; 0.5340909090909092; 0.5595238095238095; 0.4837092731829574; 0.8044280442804428; 0.8195488721804511; 0.8012956330977068
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.70833333 0.6875     0.60416667 0.70833333]; 0.53125; 0.50625; 0.78375; 0.9596602972399151; 0.9416666666666667; 0.9604166666666667; 0.5901639344262295; 0.6835443037974683; 0.5331301765900922; 0.5948717948717949; 0.6904761904761905; 0.49655388471177947; 0.7962308598351001; 0.8387096774193549; 0.7833346875761762
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54861111 0.53472222 0.59027778 0.48611111 0.58450704]; 0.5313807531380753; 0.5397489539748954; 0.5459866220735786; 0.6289017341040462; 0.7576601671309192; 0.552924791086351; 0.6216216216216216; 0.7603305785123967; 0.5284703740019611; 0.6333333333333333; 0.7723577235772358; 0.532730585926549; 0.6283367556468172; 0.7611940298507462; 0.5441720570838892
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; 6; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.73943662 0.77464789 0.71830986 0.73239437 0.6971831 ]; 0.5042372881355932; 0.4576271186440678; 0.7927241962774958; 1.0; 1.0; 1.0; 0.5776173285198556; 0.7407407407407407; 0.5227141203703703; 0.5492957746478874; 0.6610169491525424; 0.4576271186440678; 0.8072383949645948; 0.882960413080895; 0.7942256308332929
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.70138889 0.66666667 0.6875     0.6971831  0.65492958]; 0.44537815126050423; 0.4831932773109244; 0.7760067114093959; 0.9830985915492958; 0.9748603351955307; 0.9832402234636871; 0.48031496062992124; 0.4552238805970149; 0.44395809414466136; 0.4765957446808511; 0.4745762711864407; 0.4831214689265537; 0.7773144286905757; 0.7639344262295082; 0.7762971100219705
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.70833333 0.65492958 0.71830986 0.63380282]; 0.5042016806722689; 0.5042016806722689; 0.746218487394958; 0.9051724137931035; 0.8823529411764706; 0.907563025210084; 0.528; 0.5945945945945946; 0.5098957224941477; 0.5661764705882353; 0.6311475409836066; 0.5009185980780102; 0.7520525451559934; 0.7762711864406779; 0.7464689265536724
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.72222222 0.74305556 0.78472222 0.72222222 0.69444444]; 0.475; 0.5083333333333333; 0.7941666666666667; 0.9958275382475661; 0.9944444444444445; 0.9958333333333333; 0.4220183486238532; 0.37398373983739835; 0.47759016051698977; 0.45871559633027525; 0.4; 0.5130434782608695; 0.786147186147186; 0.7467105263157895; 0.7948079658605974
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.77083333 0.71830986 0.74647887 0.77464789]; 0.5294117647058824; 0.47058823529411764; 0.7932773109243697; 0.988795518207283; 0.988795518207283; 0.988795518207283; 0.5371900826446282; 0.6310679611650486; 0.5414599065084502; 0.5153846153846154; 0.5075757575757576; 0.466052029731275; 0.7976973684210527; 0.8192567567567568; 0.7934076425924252
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.60416667 0.67361111 0.59027778 0.62676056 0.59859155]; 0.5168067226890757; 0.5210084033613446; 0.6350671140939598; 0.7275132275132276; 0.7681564245810056; 0.7122905027932962; 0.5848375451263538; 0.6982758620689655; 0.5212690785754663; 0.5869565217391305; 0.680672268907563; 0.5210084033613446; 0.6676852559205501; 0.7369308600337268; 0.6355772831053441
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.66666667 0.63888889 0.6875     0.66666667 0.66901408]; 0.5188284518828452; 0.5397489539748954; 0.8068561872909699; 0.9916201117318436; 0.9888579387186629; 0.9916434540389972; 0.5756457564575647; 0.639344262295082; 0.5162533277287376; 0.5769230769230769; 0.635593220338983; 0.5409371060372601; 0.8147554129911789; 0.8480801335559266; 0.8067871354546803
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.6875     0.6875     0.61805556 0.6056338  0.65492958]; 0.4831932773109244; 0.5378151260504201; 0.7734899328859061; 0.9478138222849084; 0.9385474860335196; 0.9483240223463687; 0.5591397849462365; 0.6666666666666666; 0.4862258953168044; 0.65625; 0.7664233576642335; 0.4970730649707306; 0.793577981651376; 0.8480392156862745; 0.7714334009465855
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.53125    0.51041667 0.52105263 0.53684211 0.47894737]; 0.5377358490566038; 0.5125786163522013; 0.5182389937106918; 0.6414219474497682; 0.870020964360587; 0.5136268343815513; 0.6557377049180328; 0.8536585365853658; 0.5274786189420335; 0.6210268948655255; 0.8410596026490066; 0.5283142324622279; 0.6403755868544599; 0.8611111111111112; 0.5195279866332498
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.72916667 0.75       0.72916667 0.734375   0.671875  ]; 0.471875; 0.503125; 0.795; 1.0; 1.0; 1.0; 0.5721518987341772; 0.773972602739726; 0.49618170366871356; 0.5933503836317136; 0.7204968944099379; 0.5017578811672332; 0.8121420389461627; 0.9008894536213469; 0.7966931892952982
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.72916667 0.671875   0.69270833 0.734375   0.6875    ]; 0.48125; 0.5125; 0.78625; 0.9791666666666666; 0.9791666666666666; 0.9791666666666665; 0.49390243902439024; 0.48502994011976047; 0.48107706156314817; 0.5243902439024389; 0.5341614906832298; 0.5123637642095394; 0.7883663366336634; 0.7883663366336634; 0.7862286228622862
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.703125   0.734375   0.765625   0.703125   0.71354167]; 0.503125; 0.503125; 0.746875; 0.9100310237849016; 0.9166666666666666; 0.9093749999999999; 0.4301075268817204; 0.4; 0.4970588235294117; 0.4717607973421927; 0.42771084337349397; 0.5060632138945391; 0.7382029734970912; 0.7173366834170855; 0.7467280432010801
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.72916667 0.765625   0.67708333 0.71354167 0.703125  ]; 0.465625; 0.5125; 0.794375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.4833836858006042; 0.4678362573099415; 0.4654617528160445; 0.4967741935483871; 0.48125; 0.5125; 0.7942464040025016; 0.782983970406905; 0.7945338102985096
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.74479167 0.69270833 0.69270833 0.67708333 0.75789474]; 0.47648902821316613; 0.4952978056426332; 0.7863408521303258; 0.9863874345549738; 0.9832985386221295; 0.9864300626304802; 0.5373961218836565; 0.6258064516129033; 0.48058615263571997; 0.556473829201102; 0.5941176470588235; 0.4883339913146467; 0.7969029184038119; 0.832089552238806; 0.785994271068898
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.58854167 0.5625     0.58333333 0.55208333 0.53125   ]; 0.490625; 0.5375; 0.61125; 0.6995169082125604; 0.7541666666666667; 0.6760416666666667; 0.5975308641975309; 0.75625; 0.490625; 0.6300000000000001; 0.8235294117647058; 0.5494892567805565; 0.6619565217391303; 0.7679697351828499; 0.6126094029074102
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.67708333 0.69473684 0.67368421 0.64736842 0.68947368]; 0.5394321766561514; 0.5078864353312302; 0.8045397225725095; 0.9915611814345991; 0.9873949579831933; 0.9915966386554622; 0.5408805031446542; 0.5512820512820513; 0.5396161809205288; 0.5063291139240508; 0.54421768707483; 0.510344137655062; 0.8040455120101138; 0.8164313222079589; 0.8047460204596177
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.68229167 0.65263158 0.61578947 0.67368421]; 0.5220125786163522; 0.5408805031446541; 0.7962264150943397; 0.9725158562367865; 0.9643605870020965; 0.9727463312368972; 0.625615763546798; 0.7987421383647799; 0.5220125786163522; 0.6540284360189573; 0.8165680473372781; 0.5223779834001826; 0.8173618940248027; 0.9006211180124224; 0.7948965462673577
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; 10; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.49166667 0.50833333 0.51666667 0.53781513 0.54621849]; 0.5168539325842697; 0.5168539325842697; 0.5204402515723271; 0.6446795270690727; 0.8662207357859532; 0.5225752508361203; 0.6475409836065573; 0.8540540540540541; 0.5030504188398925; 0.6371308016877637; 0.8830409356725146; 0.5307096570254465; 0.6438302841572597; 0.8668763102725366; 0.520440251572327
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.71666667 0.64583333 0.65966387 0.70168067 0.65966387]; 0.5098039215686274; 0.48179271708683474; 0.8113207547169812; 1.0; 1.0; 1.0; 0.5920745920745921; 0.7055555555555556; 0.5081450094161959; 0.5804988662131519; 0.7231638418079096; 0.48380414312617703; 0.8255813953488373; 0.8930817610062893; 0.8113207547169812
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69166667 0.67083333 0.63333333 0.72083333 0.67226891]; 0.5098591549295775; 0.4507042253521127; 0.7966457023060797; 0.984047019311503; 0.9782971619365609; 0.9841402337228716; 0.544502617801047; 0.5842696629213483; 0.5096489557544595; 0.4772117962466488; 0.5028248587570622; 0.45085063162572214; 0.8006166495375128; 0.8165618448637316; 0.7966457023060796
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.725      0.64285714 0.72689076 0.71848739]; 0.5154061624649859; 0.5322128851540616; 0.7589098532494759; 0.8979591836734695; 0.8844221105527639; 0.8994974874371859; 0.40955631399317405; 0.33707865168539325; 0.5149080409264954; 0.4261168384879726; 0.3463687150837989; 0.5327349193396522; 0.7386363636363636; 0.6813417190775681; 0.7589098532494759
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72689076 0.73529412 0.72689076 0.72689076 0.78813559]; 0.475; 0.4888888888888889; 0.8039832285115304; 0.9991589571068125; 1.0; 0.9991582491582491; 0.4850136239782017; 0.4972067039106145; 0.4751226889718818; 0.5080213903743315; 0.5248618784530387; 0.48868792246674286; 0.8062176165803109; 0.8155136268343816; 0.8039832285115304
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.74583333 0.73333333 0.725      0.7625     0.68487395]; 0.571830985915493; 0.523943661971831; 0.8275681341719078; 0.9932998324958124; 0.989983305509182; 0.993322203672788; 0.5846994535519126; 0.5879120879120879; 0.5714126913548879; 0.5395095367847411; 0.5722543352601156; 0.5251381566410468; 0.8292682926829269; 0.8375262054507338; 0.8275681341719078
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56302521 0.65546218 0.59243697 0.63865546 0.55462185]; 0.5543175487465181; 0.5515320334261838; 0.6163522012578616; 0.6801556420233463; 0.7344537815126051; 0.6546218487394958; 0.5897435897435899; 0.6284153005464481; 0.5528440139095877; 0.5903307888040712; 0.6590909090909091; 0.5535891703924491; 0.6460348162475822; 0.70020964360587; 0.6163522012578616
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.69166667 0.6302521  0.67647059 0.68907563]; 0.5462184873949579; 0.5154061624649859; 0.8170859538784067; 0.9881956155143338; 0.981574539363484; 0.9882747068676716; 0.64; 0.7659574468085106; 0.5338662973687524; 0.5986078886310905; 0.7633136094674556; 0.5279334004784086; 0.8311562651185294; 0.90041928721174; 0.8170859538784068
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.69583333 0.63865546 0.6512605  0.64705882]; 0.4565826330532213; 0.5350140056022409; 0.7950733752620545; 0.9739276703111859; 0.9698492462311558; 0.9740368509212731; 0.42261904761904767; 0.4127906976744186; 0.45504399748585794; 0.5414364640883979; 0.5297297297297298; 0.5352137020741672; 0.7927927927927928; 0.7840670859538784; 0.7950733752620546
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.4965035  0.46853147 0.48601399 0.51056338]; 0.5541666666666667; 0.5; 0.5146750524109015; 0.6346053319393623; 0.8501400560224089; 0.5105042016806722; 0.6624605678233438; 0.8974358974358975; 0.5625390869293309; 0.6319018404907976; 0.8373983739837398; 0.4913487596414426; 0.6377151799687011; 0.8542976939203354; 0.5146750524109014
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; 12; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.73263889 0.67013889 0.65972222 0.6875     0.65034965]; 0.46808510638297873; 0.5531914893617021; 0.8794549266247379; 1.0; 1.0; 1.0; 0.5954692556634305; 0.8070175438596491; 0.4778889372190807; 0.6666666666666666; 0.8677685950413223; 0.5435334203276787; 0.8884578079534432; 0.960167714884696; 0.879454926624738
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69444444 0.62937063 0.63986014 0.66433566 0.68531469]; 0.5294117647058824; 0.4327731092436975; 0.8579664570230608; 0.9832869080779945; 0.9860335195530726; 0.9832402234636872; 0.5519999999999999; 0.6634615384615384; 0.5444173363949483; 0.5360824742268041; 0.582089552238806; 0.4112370838117107; 0.8629236216489632; 0.8941299790356394; 0.8579664570230608
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; 12; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70833333 0.72916667 0.73611111 0.71527778 0.7027972 ]; 0.5319148936170213; 0.5106382978723404; 0.8218029350104822; 0.9190710767065446; 0.9082058414464534; 0.920027816411683; 0.5895522388059702; 0.6638655462184874; 0.5302086351782092; 0.5490196078431372; 0.603448275862069; 0.5118081715444799; 0.8251028806584363; 0.8406708595387841; 0.8218029350104822
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72569444 0.73263889 0.74125874 0.7027972  0.74125874]; 0.48523206751054854; 0.5189873417721519; 0.8747379454926625; 0.9979094076655053; 0.99860529986053; 0.9979079497907951; 0.48305084745762716; 0.4672131147540984; 0.4857804704205274; 0.5289256198347109; 0.5565217391304348; 0.520064148253742; 0.8750653423941454; 0.8773584905660378; 0.8747379454926625
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.74652778 0.72916667 0.76573427 0.70629371 0.6993007 ]; 0.5907172995780591; 0.48945147679324896; 0.879979035639413; 0.9923237962316819; 0.9916317991631799; 0.992329149232915; 0.526829268292683; 0.4426229508196721; 0.5952245188880969; 0.41545893719806765; 0.3739130434782609; 0.4861368496079829; 0.8758807588075881; 0.8469601677148847; 0.879979035639413
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; 12; ica_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.57986111 0.62152778 0.55902778 0.60839161 0.60839161]; 0.4915254237288136; 0.5635593220338984; 0.6257861635220126; 0.6780327868852459; 0.7200557103064067; 0.6580779944289694; 0.5419847328244275; 0.5867768595041323; 0.4890406036651096; 0.5617021276595745; 0.5739130434782609; 0.5638160258713618; 0.6468842729970328; 0.6855345911949685; 0.6257861635220126
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.69230769 0.67482517 0.67132867 0.68309859]; 0.475; 0.49583333333333335; 0.8642557651991615; 0.9915848527349229; 0.9901960784313726; 0.9915966386554622; 0.5499999999999999; 0.6260162601626016; 0.4711277882009589; 0.5599999999999999; 0.6581196581196581; 0.4997915363769022; 0.8692579505300353; 0.9025157232704403; 0.8642557651991614
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68055556 0.70486111 0.63636364 0.67832168 0.66433566]; 0.4767932489451477; 0.510548523206751; 0.8542976939203354; 0.9735376044568246; 0.9748953974895398; 0.9735006973500697; 0.5474452554744526; 0.6302521008403361; 0.47614299957271045; 0.5206611570247933; 0.5338983050847458; 0.5106466315339695; 0.8575819672131147; 0.8773584905660378; 0.8542976939203354
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.54166667 0.55208333 0.55208333 0.45833333]; 0.575; 0.55625; 0.545; 0.5490981963927856; 0.5708333333333333; 0.53125; 0.5802469135802469; 0.5402298850574713; 0.5783341206109275; 0.5477707006369428; 0.524390243902439; 0.5570669168230143; 0.5550122249388753; 0.5550122249388753; 0.5447695395794121
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.9375     0.89583333 0.94680851 0.92553191 0.93617021]; 0.5632911392405063; 0.5316455696202531; 0.8189873417721519; 1.0; 1.0; 1.0; 0.6634146341463415; 0.7816091954022989; 0.5386919216448114; 0.5795454545454546; 0.6219512195121951; 0.5280808729139923; 0.8327485380116959; 0.8768472906403941; 0.8173298953201971
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.89583333 0.88541667 0.92708333 0.86170213 0.93617021]; 0.5316455696202531; 0.6012658227848101; 0.8257575757575758; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5595238095238095; 0.7230769230769231; 0.5604631927212572; 0.6865671641791046; 0.7931034482758621; 0.5796503156872268; 0.8364928909952607; 0.9051282051282051; 0.8269422120168388
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.75       0.73404255 0.73404255 0.74468085]; 0.5316455696202531; 0.6455696202531646; 0.7278481012658228; 0.816414686825054; 0.7974683544303798; 0.8206751054852321; 0.5432098765432098; 0.5641025641025641; 0.532051282051282; 0.6410256410256411; 0.6410256410256411; 0.6455128205128206; 0.7247119078104993; 0.7201017811704835; 0.7278090769832266
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.70833333 0.70833333 0.64893617 0.69148936]; 0.4936708860759494; 0.5253164556962026; 0.8017676767676768; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.5238095238095238; 0.5432098765432098; 0.4923841590508257; 0.5341614906832298; 0.5512820512820513; 0.5256410256410257; 0.8049689440993788; 0.8161209068010076; 0.8017313394764531
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.66666667 0.57291667 0.58333333 0.70833333]; 0.525; 0.48125; 0.77875; 0.9626556016597511; 0.9666666666666667; 0.9625000000000001; 0.5365853658536586; 0.5; 0.5277777777777778; 0.43537414965986393; 0.4155844155844156; 0.47887654514160544; 0.776796973518285; 0.7604938271604939; 0.7789810907954368
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.86458333 0.88541667 0.86458333 0.875      0.89361702]; 0.5157232704402516; 0.559748427672956; 0.7801507537688442; 0.9401709401709402; 0.9205020920502092; 0.9414225941422594; 0.46896551724137936; 0.4788732394366197; 0.5121638924455825; 0.5833333333333334; 0.620253164556962; 0.560126582278481; 0.7759282970550576; 0.7789203084832905; 0.780123544905036
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.96875    0.91666667 0.95744681 0.91489362 0.91489362]; 0.569620253164557; 0.5443037974683544; 0.8202531645569621; 0.9957627118644067; 0.9915611814345991; 0.9957805907172996; 0.5466666666666666; 0.5694444444444444; 0.5696059431524547; 0.5324675324675324; 0.5774647887323944; 0.5473530840213696; 0.8170103092783506; 0.8342105263157895; 0.8207637997432606
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.9375     0.94791667 0.92708333 0.91666667]; 0.49375; 0.4875; 0.79375; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.5714285714285714; 0.7297297297297297; 0.5102137020741672; 0.5684210526315789; 0.6923076923076923; 0.4924953095684803; 0.8079161816065192; 0.8852040816326531; 0.7955432172869147
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.52083333 0.53472222 0.46478873 0.48591549 0.58450704]; 0.5630252100840336; 0.542016806722689; 0.5386554621848739; 0.5333333333333334; 0.5378151260504201; 0.5294117647058822; 0.44680851063829785; 0.3853211009174312; 0.5492496977455372; 0.5198237885462554; 0.45384615384615384; 0.550997150997151; 0.5162995594713657; 0.49161073825503354; 0.5387346620568098
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.96527778 0.92361111 0.88194444 0.88888889]; 0.5166666666666667; 0.5166666666666667; 0.8066666666666666; 1.0; 1.0; 1.0; 0.5606060606060606; 0.6115702479338843; 0.5158691575803874; 0.5396825396825397; 0.6071428571428571; 0.5223214285714286; 0.8122977346278317; 0.8465430016863407; 0.8071265255548672
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.95138889 0.9375     0.93661972 0.95070423 0.95774648]; 0.5042016806722689; 0.5336134453781513; 0.8042016806722689; 0.9944289693593314; 1.0; 0.9943977591036415; 0.5931034482758621; 0.7543859649122807; 0.5142897566496887; 0.6384364820846905; 0.7596899224806202; 0.5128724841760899; 0.8228136882129278; 0.9016666666666666; 0.8033757062146891
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.63380282 0.63380282 0.73239437 0.68309859 0.66901408]; 0.538135593220339; 0.5466101694915254; 0.6810490693739425; 0.7722772277227722; 0.7690140845070422; 0.7732394366197183; 0.5587044534412956; 0.6; 0.5396694214876032; 0.5523012552301254; 0.5945945945945946; 0.5492972972972974; 0.6839899413243924; 0.7022375215146299; 0.6814016226541537
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73611111 0.65277778 0.72222222 0.70138889 0.75352113]; 0.5146443514644351; 0.502092050209205; 0.8035117056856187; 1.0; 1.0; 1.0; 0.5538461538461539; 0.631578947368421; 0.5197894736842106; 0.5258964143426295; 0.5546218487394958; 0.5023109243697479; 0.8087876322213181; 0.839527027027027; 0.8038694737784142
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.72222222 0.73943662 0.70422535 0.81690141 0.71126761]; 0.5527426160337553; 0.45147679324894513; 0.7782462057335582; 0.9624478442280946; 0.9719101123595506; 0.9620786516853933; 0.5508474576271186; 0.5855855855855856; 0.5546975546975548; 0.49612403100775193; 0.5818181818181818; 0.460200429491768; 0.7831821929101401; 0.8232235701906413; 0.7794278770493437
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.90277778 0.89583333 0.84027778 0.875      0.85416667]; 0.5208333333333334; 0.525; 0.7741666666666667; 0.9418282548476455; 0.9444444444444444; 0.9416666666666667; 0.5848375451263538; 0.7105263157894737; 0.5298663324979114; 0.5985915492957745; 0.7327586206896551; 0.5317018909899889; 0.7887763055339049; 0.8576271186440678; 0.7755348707974438
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.95138889 0.91666667 0.92253521 0.93661972 0.92253521]; 0.5252100840336135; 0.48739495798319327; 0.7941176470588235; 0.9858356940509916; 0.9747899159663865; 0.9859943977591037; 0.5670498084291187; 0.6271186440677966; 0.5260593220338983; 0.5378787878787877; 0.6173913043478261; 0.4916224814422057; 0.800974817221771; 0.8355932203389831; 0.7944632768361581
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.9084507  0.95070423 0.93661972 0.95070423 0.95070423]; 0.5677966101694916; 0.538135593220339; 0.817258883248731; 0.9929873772791025; 0.9971830985915493; 0.9929577464788732; 0.6530612244897959; 0.7868852459016393; 0.5601092896174864; 0.5977859778597787; 0.7714285714285715; 0.5612868047982552; 0.8309859154929577; 0.9123711340206185; 0.8186855670103093
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.53684211 0.59473684 0.56315789 0.54210526 0.55263158]; 0.5284810126582279; 0.5632911392405063; 0.5651074589127687; 0.5174488567990373; 0.45263157894736844; 0.5778947368421052; 0.514657980456026; 0.5231788079470199; 0.5282560706401767; 0.551948051948052; 0.5214723926380368; 0.5646577649464695; 0.5242047026279392; 0.4803548795944233; 0.5648937071364297
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; 8; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.92708333 0.90104167 0.90625    0.87894737 0.86842105]; 0.5849056603773585; 0.5471698113207547; 0.8266331658291457; 1.0; 1.0; 1.0; 0.6764705882352942; 0.8263473053892215; 0.5721140500456041; 0.6345177664974619; 0.8278145695364238; 0.5606138715945592; 0.8430034129692833; 0.9309045226130653; 0.8266331658291457
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.91666667 0.94270833 0.92105263 0.92631579 0.94210526]; 0.4811320754716981; 0.5251572327044025; 0.8006289308176101; 0.998950682056663; 0.9979035639412998; 0.9989517819706499; 0.5599999999999999; 0.6774193548387096; 0.4859489412230358; 0.6015831134564644; 0.7169811320754716; 0.5251572327044025; 0.8142940831868777; 0.8786346396965866; 0.8010194475078678
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.69270833 0.67368421 0.75263158 0.66842105]; 0.5408805031446541; 0.5471698113207547; 0.6779874213836478; 0.7701863354037268; 0.779874213836478; 0.7672955974842768; 0.532051282051282; 0.535483870967742; 0.5407480704531962; 0.5555555555555556; 0.5625; 0.5470727848101266; 0.6803995006242198; 0.6881313131313131; 0.67802555631503
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.67708333 0.63157895 0.73157895 0.7       ]; 0.5251572327044025; 0.48427672955974843; 0.7918238993710692; 0.9831932773109244; 0.9811320754716981; 0.9832285115303983; 0.564841498559078; 0.6363636363636364; 0.5285476718403548; 0.5089820359281437; 0.5592105263157895; 0.48743658845909954; 0.7973055725658298; 0.8314176245210728; 0.7924126536483926
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63020833 0.703125   0.66145833 0.71052632 0.63157895]; 0.5220125786163522; 0.5911949685534591; 0.8084170854271356; 0.976313079299691; 0.9916317991631799; 0.9759414225941422; 0.5824175824175825; 0.6463414634146342; 0.5179759265125119; 0.6264367816091955; 0.6770186335403726; 0.5901016734580844; 0.8187759952465834; 0.8580323785803238; 0.8079768990493507
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.88541667 0.85416667 0.91666667 0.89473684 0.94736842]; 0.5031446540880503; 0.5251572327044025; 0.7770100502512562; 0.9519832985386221; 0.9539748953974896; 0.9518828451882845; 0.5511363636363638; 0.5950920245398773; 0.5007718187215515; 0.5793871866295265; 0.6666666666666666; 0.5277777777777777; 0.787297783103655; 0.8243412797992472; 0.7769505141134602
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.93229167 0.90625    0.88947368 0.93684211 0.94736842]; 0.5157232704402516; 0.5; 0.7949685534591195; 0.9863013698630136; 0.9811320754716981; 0.9863731656184486; 0.5649717514124294; 0.6451612903225806; 0.5188996635661982; 0.5714285714285714; 0.654320987654321; 0.49703228869895544; 0.8052568697729988; 0.8488664987405542; 0.795036264445654
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.95789474 0.89473684 0.91578947 0.93684211 0.92631579]; 0.5063291139240507; 0.4810126582278481; 0.793299620733249; 0.9926393270241851; 0.9936842105263158; 0.9926315789473684; 0.61; 0.7530864197530864; 0.4999198332531666; 0.5751295336787564; 0.7302631578947368; 0.4901315789473684; 0.8117443868739206; 0.8935361216730038; 0.7935524240143077
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.625      0.71875    0.6875     0.63541667]; 0.54375; 0.53125; 0.8; 0.9748953974895397; 0.9708333333333333; 0.9749999999999999; 0.5730994152046783; 0.6125; 0.54375; 0.5945945945945946; 0.6395348837209303; 0.5224701445631678; 0.8081534772182255; 0.8300492610837439; 0.7995423970393338
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.71875    0.66666667 0.6875     0.71875   ]; 0.65625; 0.6; 0.825; 0.9557894736842104; 0.9458333333333333; 0.95625; 0.6783625730994153; 0.6987951807228916; 0.6545923955562509; 0.6190476190476191; 0.6190476190476191; 0.5989974937343359; 0.828009828009828; 0.828009828009828; 0.824946389831886
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.67708333 0.73404255 0.64893617 0.61702128]; 0.5759493670886076; 0.5; 0.779746835443038; 0.9393939393939394; 0.9156118143459916; 0.9409282700421941; 0.54421768707483; 0.4878048780487805; 0.5794287548138639; 0.43971631205673756; 0.36470588235294116; 0.5111200644641418; 0.768; 0.7128712871287128; 0.7813061098856
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.67708333 0.76041667 0.66666667 0.60416667]; 0.55; 0.51875; 0.6175; 0.7054409005628517; 0.7833333333333333; 0.6729166666666666; 0.6326530612244898; 0.7380952380952381; 0.5401002506265664; 0.6010362694300518; 0.7532467532467533; 0.5272257862619308; 0.6681127982646421; 0.7680798004987531; 0.6171226070162938
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.58333333 0.55208333 0.625      0.55208333]; 0.5625; 0.64375; 0.77375; 0.8865546218487395; 0.8791666666666667; 0.8875000000000001; 0.6276595744680851; 0.7375; 0.5625; 0.7164179104477612; 0.8780487804878049; 0.6377423389618511; 0.7907514450867053; 0.8507462686567164; 0.773363084077102
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.64583333 0.5625     0.61458333 0.625     ]; 0.59375; 0.55625; 0.76125; 0.8897795591182365; 0.925; 0.8854166666666666; 0.6012269938650306; 0.6049382716049383; 0.5936083763087983; 0.5895953757225434; 0.6219512195121951; 0.5545653533458412; 0.7712574850299401; 0.7990074441687345; 0.7609646792632085
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.65625    0.69791667 0.73958333 0.69791667 0.6875    ]; 0.56875; 0.5875; 0.67375; 0.7375; 0.7375; 0.7375; 0.6101694915254237; 0.7105263157894737; 0.5755012531328321; 0.6413043478260868; 0.7023809523809523; 0.581453634085213; 0.6896551724137931; 0.725; 0.6737500000000001
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.59375    0.72340426 0.63829787 0.59574468]; 0.620253164556962; 0.6075949367088608; 0.8253164556962025; 0.9661016949152542; 0.9620253164556962; 0.9662447257383967; 0.6551724137931033; 0.6627906976744186; 0.6161175710594314; 0.6075949367088608; 0.676056338028169; 0.6138902379796017; 0.8283582089552239; 0.8451776649746193; 0.8253666102650875
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 468; 156; 156; 0.6; 0.2; 0.2; [0.78723404 0.79787234 0.73404255 0.76595745 0.73913043]; 0.6089743589743589; 0.6282051282051282; 0.8; 0.9190371991247266; 0.8974358974358975; 0.9209401709401708; 0.6473988439306358; 0.717948717948718; 0.608974358974359; 0.6233766233766234; 0.6575342465753424; 0.6299719425647796; 0.8010204081632654; 0.8155844155844156; 0.800197271083347
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.65972222 0.6875     0.67361111 0.66666667]; 0.55; 0.5583333333333333; 0.7625; 0.8998589562764456; 0.8861111111111111; 0.9013888888888888; 0.5714285714285715; 0.6153846153846154; 0.551594746716698; 0.5760000000000001; 0.6371681415929203; 0.5626785589854366; 0.7646573080099092; 0.7847457627118644; 0.7628646846346206
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.66666667 0.6875     0.77083333 0.64583333 0.69014085]; 0.5523012552301255; 0.5146443514644351; 0.7867892976588629; 0.9545454545454546; 0.935933147632312; 0.9554317548746519; 0.6022304832713755; 0.6328125; 0.5461359797297297; 0.5639097744360901; 0.6; 0.5105263157894737; 0.7941888619854721; 0.803921568627451; 0.7863785925329037
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.64583333 0.65972222 0.63380282 0.56338028 0.5915493 ]; 0.5840336134453782; 0.6008403361344538; 0.8142857142857143; 0.9617021276595743; 0.9495798319327731; 0.9621848739495799; 0.575107296137339; 0.5447154471544715; 0.5854012018381053; 0.6184738955823293; 0.6637931034482759; 0.6023883550028264; 0.8138163437236732; 0.8104026845637584; 0.8142922513727882
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.63194444 0.625      0.61805556 0.64788732]; 0.6317991631799164; 0.5774058577405857; 0.6354515050167224; 0.6702269692923899; 0.6991643454038997; 0.6559888579387188; 0.6666666666666667; 0.7586206896551724; 0.635407905803196; 0.6245353159851301; 0.7058823529411765; 0.5779411764705883; 0.6599063962558503; 0.7121212121212122; 0.6359609382865197
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.61111111 0.61111111 0.66901408 0.64788732 0.61267606]; 0.5714285714285714; 0.6050420168067226; 0.7420168067226891; 0.8493894165535957; 0.876750700280112; 0.8445378151260504; 0.5819672131147541; 0.5916666666666667; 0.5712570621468926; 0.584070796460177; 0.584070796460177; 0.6040353982300884; 0.7456503728251864; 0.7627118644067796; 0.7421892655367232
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.59027778 0.65972222 0.63194444 0.63194444]; 0.55; 0.48333333333333334; 0.7483333333333333; 0.9022346368715084; 0.8972222222222223; 0.9027777777777777; 0.564516129032258; 0.6194690265486725; 0.5538290014633127; 0.504; 0.5294117647058824; 0.4837141468157511; 0.7512355848434925; 0.7702702702702703; 0.7486219772403984
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.61267606 0.68309859 0.67605634 0.68309859 0.67857143]; 0.6440677966101694; 0.6483050847457628; 0.6694915254237288; 0.6715758468335787; 0.6440677966101694; 0.6850282485875707; 0.6470588235294118; 0.6363636363636364; 0.6442687747035573; 0.6527196652719666; 0.6842105263157895; 0.6494823123382226; 0.6626297577854672; 0.6502546689303905; 0.6694589757511513
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.57638889 0.60416667 0.70138889 0.67361111 0.64084507]; 0.6150627615062761; 0.606694560669456; 0.8152173913043478; 0.9507735583684951; 0.9415041782729805; 0.9512534818941505; 0.5353535353535354; 0.452991452991453; 0.6117416281350707; 0.5648148148148148; 0.5; 0.6089743589743589; 0.8035555555555556; 0.7558528428093646; 0.8152173913043478
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.72222222 0.72916667 0.74305556 0.75      ]; 0.6208333333333333; 0.5875; 0.7758333333333334; 0.881913303437967; 0.8194444444444444; 0.8902777777777778; 0.6591760299625468; 0.6616541353383458; 0.6158737966411355; 0.6264150943396226; 0.6859504132231405; 0.586672685603167; 0.7760199833472107; 0.758957654723127; 0.7762365065424509
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.59895833 0.578125   0.640625   0.60416667 0.57894737]; 0.5611285266457681; 0.6112852664576802; 0.756265664160401; 0.868282402528978; 0.860125260960334; 0.8695198329853862; 0.6045197740112994; 0.6645962732919255; 0.5601462379117855; 0.6352941176470588; 0.7058823529411765; 0.6149893692416727; 0.7632379793061473; 0.7906683480453972; 0.7564798776341557
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.609375   0.65789474 0.62105263 0.62631579]; 0.6383647798742138; 0.6383647798742138; 0.8408805031446541; 0.9754535752401281; 0.9580712788259959; 0.9758909853249477; 0.6883468834688347; 0.7559523809523809; 0.6313095238095238; 0.6742209631728044; 0.7391304347826086; 0.6370811409581832; 0.8474984930681133; 0.8722084367245657; 0.8404409530561604
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.609375   0.63157895 0.68421053 0.66842105]; 0.6383647798742138; 0.6320754716981132; 0.8169811320754717; 0.9364908503767492; 0.9119496855345912; 0.9381551362683438; 0.6607669616519175; 0.691358024691358; 0.6373456790123456; 0.6548672566371682; 0.6981132075471698; 0.6320754716981132; 0.8189172370877411; 0.8245614035087719; 0.8169524189261032
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.625      0.65263158 0.6        0.58421053]; 0.5817610062893082; 0.5691823899371069; 0.610062893081761; 0.6759259259259258; 0.7651991614255765; 0.6331236897274632; 0.5957446808510637; 0.6125; 0.5815664556962026; 0.5885885885885885; 0.5975609756097561; 0.5682610072853975; 0.6440872560275546; 0.700374531835206; 0.6093761125589212
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58333333 0.578125   0.609375   0.54210526 0.64210526]; 0.6132075471698113; 0.610062893081761; 0.8109296482412061; 0.941684665226782; 0.9121338912133892; 0.9435146443514646; 0.6684636118598382; 0.7469879518072289; 0.6070466074825618; 0.653631284916201; 0.73125; 0.6092958860759494; 0.8181268882175226; 0.8420398009950248; 0.810613809126954
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.59375    0.64583333 0.58421053 0.60526316 0.6       ]; 0.6163522012578616; 0.5660377358490566; 0.7490566037735849; 0.8550573514077163; 0.859538784067086; 0.8542976939203355; 0.6064516129032258; 0.6351351351351351; 0.6175675675675676; 0.5843373493975903; 0.6139240506329114; 0.5663370253164558; 0.7507807620237352; 0.7675606641123882; 0.749331757087173
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.6875     0.71578947 0.65789474 0.69473684]; 0.6037735849056604; 0.6226415094339622; 0.6710691823899371; 0.7087276550998949; 0.7064989517819706; 0.709643605870021; 0.6272189349112426; 0.6583850931677019; 0.6030778969023223; 0.6531791907514451; 0.7583892617449665; 0.6306739208133116; 0.6801223241590214; 0.7064803049555273; 0.6714219706595818
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.70833333 0.70833333 0.68421053 0.66315789]; 0.5974842767295597; 0.6446540880503144; 0.7883165829145728; 0.896774193548387; 0.8723849372384938; 0.8995815899581591; 0.6483516483516484; 0.6820809248554913; 0.5893163244967112; 0.6319218241042346; 0.6783216783216783; 0.6477322677322678; 0.7895065584009994; 0.7959697732997482; 0.7883357638428565
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.75       0.69791667 0.73958333 0.6875     0.70833333]; 0.603125; 0.61875; 0.764375; 0.8649789029535866; 0.8541666666666666; 0.8666666666666666; 0.6163141993957704; 0.6496815286624203; 0.6039818686256886; 0.6013071895424835; 0.5786163522012578; 0.6185007226844798; 0.7621451104100947; 0.7587939698492462; 0.7643472336808419
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.59663866 0.68067227 0.65546218 0.68067227 0.6440678 ]; 0.5722222222222222; 0.5666666666666667; 0.759958071278826; 0.8721934369602764; 0.8501683501683501; 0.8754208754208753; 0.586021505376344; 0.5956284153005464; 0.5718255070853014; 0.5517241379310345; 0.5423728813559322; 0.5662684078910808; 0.7561235356762512; 0.7442348008385744; 0.759958071278826
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.675      0.70833333 0.66386555 0.67647059 0.71848739]; 0.5826330532212886; 0.6246498599439776; 0.8160377358490566; 0.9415807560137457; 0.9179229480737019; 0.9430485762144054; 0.5730659025787965; 0.5847953216374269; 0.5827202414638747; 0.6318681318681318; 0.6182795698924731; 0.624929258630447; 0.8129994672349494; 0.79979035639413; 0.8160377358490566
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.63333333 0.67083333 0.6092437  0.64705882 0.68067227]; 0.6386554621848739; 0.5910364145658263; 0.7845911949685535; 0.8821490467937608; 0.8525963149078727; 0.8860971524288107; 0.6345609065155806; 0.6120218579234973; 0.639344262295082; 0.5755813953488372; 0.5689655172413793; 0.5904936875824384; 0.7779578606158833; 0.7547169811320755; 0.7845911949685535
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58403361 0.51260504 0.6092437  0.59663866 0.61864407]; 0.625; 0.6027777777777777; 0.6053459119496856; 0.6348962336664105; 0.6952861952861953; 0.6001683501683501; 0.5741324921135648; 0.5321637426900585; 0.6205792258423839; 0.5855072463768117; 0.5343915343915344; 0.6063770537454747; 0.6164034640855832; 0.6341719077568134; 0.6053459119496856
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.59166667 0.58333333 0.6375     0.60084034 0.59663866]; 0.5561797752808989; 0.5955056179775281; 0.7678197064989518; 0.8812131423757371; 0.8745819397993311; 0.8821070234113713; 0.6238095238095238; 0.7158469945355191; 0.5515651157648694; 0.6381909547738693; 0.7341040462427746; 0.5992924602798573; 0.7790523690773068; 0.8186582809224319; 0.7678197064989518
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.57916667 0.57916667 0.6375     0.55416667 0.6375    ]; 0.596045197740113; 0.5508474576271186; 0.7851153039832285; 0.9098497495826378; 0.9083333333333333; 0.9099999999999999; 0.6486486486486486; 0.7333333333333333; 0.5936781609195402; 0.6015037593984963; 0.6896551724137931; 0.5531609195402298; 0.7954091816367266; 0.8354297693920335; 0.7851153039832285
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.72916667 0.72268908 0.63865546 0.68907563 0.68907563]; 0.6452513966480447; 0.6061452513966481; 0.6834381551362684; 0.7209302325581395; 0.7281879194630873; 0.7181208053691275; 0.5863192182410423; 0.4838709677419355; 0.6518192048012003; 0.5252525252525252; 0.45348837209302323; 0.6004001000250062; 0.6659292035398231; 0.6310272536687631; 0.6834381551362685
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; 10; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.725      0.65833333 0.675      0.7375     0.71008403]; 0.5887323943661972; 0.6253521126760564; 0.7845911949685535; 0.8873720136518772; 0.8681135225375626; 0.8898163606010018; 0.5804597701149425; 0.5706214689265536; 0.5886815209801307; 0.6232294617563738; 0.6179775280898876; 0.6253729448359042; 0.7805659369994661; 0.7662473794549266; 0.7845911949685535
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6        0.69166667 0.69166667 0.6302521  0.67226891]; 0.6573033707865169; 0.6264044943820225; 0.790356394129979; 0.8757497857754927; 0.8545150501672241; 0.87876254180602; 0.7149532710280374; 0.8315217391304348; 0.6512259858442871; 0.6699751861042182; 0.7848837209302325; 0.631572295247725; 0.7997997997997996; 0.8375262054507338; 0.790356394129979
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.65734266 0.63986014 0.67482517 0.62937063]; 0.5714285714285714; 0.5252100840336135; 0.779874213836478; 0.8502556610664719; 0.8128491620111732; 0.8568435754189945; 0.6433566433566433; 0.7479674796747967; 0.5652880876634854; 0.5860805860805861; 0.6956521739130435; 0.5307529162248145; 0.7821576763485476; 0.790356394129979; 0.7798742138364778
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.63286713 0.64335664 0.67832168 0.6971831 ]; 0.6083333333333333; 0.6666666666666666; 0.8736897274633124; 0.9517638588912887; 0.9257703081232493; 0.9530812324929971; 0.6016949152542374; 0.5772357723577236; 0.6091307066916822; 0.6460176991150443; 0.6239316239316239; 0.6656243485511778; 0.8698001080497029; 0.8438155136268344; 0.8736897274633123
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67708333 0.67361111 0.63286713 0.70629371 0.66433566]; 0.6244725738396625; 0.620253164556962; 0.8160377358490566; 0.8767908309455587; 0.8535564853556485; 0.8800557880055788; 0.6509803921568628; 0.680327868852459; 0.6227726300784036; 0.6456692913385826; 0.7130434782608696; 0.6229151817533857; 0.815748031496063; 0.8144654088050315; 0.8160377358490566
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59090909 0.63286713 0.55944056 0.62237762 0.55633803]; 0.6416666666666667; 0.5666666666666667; 0.6257861635220126; 0.6376210235131397; 0.6456582633053222; 0.6330532212885154; 0.6559999999999999; 0.6666666666666666; 0.641025641025641; 0.5772357723577235; 0.6068376068376068; 0.5676464456952262; 0.6323377960865088; 0.6436058700209644; 0.6257861635220126
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.62847222 0.58680556 0.56643357 0.57692308 0.62587413]; 0.5864978902953587; 0.5189873417721519; 0.8710691823899371; 0.9757489300998574; 0.9539748953974896; 0.9762900976290099; 0.6016260162601625; 0.5873015873015873; 0.5864435864435865; 0.49557522123893805; 0.5045045045045045; 0.518125268125268; 0.8687299893276413; 0.8532494758909853; 0.871069182389937
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56993007 0.60839161 0.54545455 0.61538462 0.54225352]; 0.5958333333333333; 0.5625; 0.8186582809224319; 0.8983050847457628; 0.8907563025210085; 0.8991596638655462; 0.6367041198501873; 0.7083333333333334; 0.5958333333333333; 0.631578947368421; 0.75; 0.5625; 0.8241869918699187; 0.850104821802935; 0.8186582809224319
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72569444 0.73263889 0.69230769 0.72727273 0.67482517]; 0.5907172995780591; 0.6455696202531646; 0.6907756813417191; 0.7109540636042403; 0.701534170153417; 0.7147838214783822; 0.5610859728506787; 0.5486725663716814; 0.5888524122180987; 0.5882352941176471; 0.4838709677419355; 0.6534399086497288; 0.6793478260869565; 0.6551362683438156; 0.6907756813417191
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.73076923 0.69230769 0.68181818 0.6443662 ]; 0.6583333333333333; 0.6166666666666667; 0.8370020964360587; 0.8997805413313826; 0.8613445378151261; 0.90406162464986; 0.5980392156862745; 0.5304347826086957; 0.6532173913043479; 0.5779816513761469; 0.504; 0.6215652173913043; 0.8261598658468418; 0.7746331236897275; 0.8370020964360587
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.60839161 0.62587413 0.65034965 0.65384615 0.67132867]; 0.6234309623430963; 0.6736401673640168; 0.8055555555555556; 0.8563340410474168; 0.8461538461538461; 0.858041958041958; 0.6538461538461539; 0.6692913385826772; 0.6203599550056244; 0.6803278688524591; 0.7410714285714286; 0.6776223284589427; 0.8064684402712572; 0.810272536687631; 0.8055555555555556
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.76041667 0.79166667 0.78125    0.78125   ]; 0.58125; 0.5875; 0.73125; 0.8101851851851851; 0.7291666666666666; 0.8291666666666666; 0.5988023952095808; 0.625; 0.58125; 0.5925925925925926; 0.5783132530120482; 0.5878579252073228; 0.7174770039421813; 0.6774193548387096; 0.7316567806939139
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.73958333 0.77083333 0.78125    0.72916667]; 0.59375; 0.6; 0.73125; 0.8215767634854773; 0.825; 0.8208333333333332; 0.6153846153846153; 0.6933333333333334; 0.5996078431372549; 0.6483516483516484; 0.6555555555555556; 0.592063492063492; 0.7418967587034814; 0.762962962962963; 0.7308485700890764
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.60416667 0.64583333 0.67708333 0.64583333 0.65957447]; 0.5408805031446541; 0.6477987421383647; 0.7600502512562815; 0.8597285067873303; 0.7949790794979079; 0.8702928870292888; 0.5465838509316769; 0.5238095238095238; 0.5419047619047619; 0.6626506024096386; 0.6875; 0.6475474683544304; 0.7516254876462939; 0.71712158808933; 0.7605964174543343
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.58333333 0.5        0.45833333 0.45833333]; 0.6125; 0.59375; 0.59125; 0.6587030716723549; 0.8041666666666667; 0.5833333333333334; 0.6395348837209303; 0.7333333333333333; 0.6196078431372549; 0.6486486486486486; 0.7317073170731707; 0.5902126328955597; 0.6532343584305408; 0.7758186397984886; 0.5926239600977554
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.60416667 0.5625     0.60416667 0.60638298]; 0.5849056603773585; 0.5471698113207547; 0.8077889447236181; 0.9684210526315788; 0.9623430962343096; 0.9686192468619248; 0.6071428571428571; 0.6296296296296297; 0.584045584045584; 0.5135135135135136; 0.5066666666666667; 0.5449999999999999; 0.8065739570164349; 0.8075949367088607; 0.8077874932920862
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.45833333 0.52083333 0.57291667 0.42708333 0.57291667]; 0.58125; 0.5875; 0.79375; 0.9313304721030043; 0.9041666666666667; 0.9333333333333335; 0.5620915032679739; 0.5375; 0.58125; 0.5875; 0.5875; 0.5875; 0.7881899871630295; 0.7675; 0.7937500000000001
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.66666667 0.66666667 0.68085106 0.60638298]; 0.6012658227848101; 0.5443037974683544; 0.6805555555555556; 0.7305936073059361; 0.6722689075630253; 0.7521008403361344; 0.6086956521739131; 0.5975609756097561; 0.6014120667522465; 0.5813953488372092; 0.5882352941176471; 0.540692989524577; 0.6718547341115434; 0.6395061728395062; 0.6815101923629054
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.65625    0.63541667 0.70212766 0.70212766]; 0.6329113924050633; 0.6075949367088608; 0.7462121212121212; 0.8301886792452831; 0.8319327731092437; 0.8298319327731093; 0.6847826086956522; 0.7974683544303798; 0.6329113924050633; 0.6736842105263158; 0.8205128205128205; 0.6102564102564103; 0.763807285546416; 0.8227848101265823; 0.7464049995217295
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.5625     0.65625    0.64583333 0.62765957]; 0.5849056603773585; 0.7295597484276729; 0.7902010050251256; 0.8722466960352423; 0.8284518828451883; 0.8786610878661089; 0.5217391304347826; 0.4186046511627907; 0.599713284485505; 0.6861313868613139; 0.6266666666666667; 0.724047619047619; 0.7709190672153634; 0.7025; 0.7906439393939395
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.61805556 0.64583333 0.64583333 0.64583333 0.61971831]; 0.6443514644351465; 0.6401673640167364; 0.6914715719063546; 0.7226890756302521; 0.7186629526462396; 0.7242339832869081; 0.6351931330472103; 0.6271186440677966; 0.6441378344305925; 0.6194690265486726; 0.6542056074766355; 0.641496743132257; 0.6854219948849105; 0.6883561643835616; 0.691400304414003
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.65277778 0.68055556 0.68055556 0.69444444]; 0.5916666666666667; 0.6208333333333333; 0.7766666666666666; 0.8879432624113476; 0.8694444444444445; 0.8902777777777778; 0.5950413223140496; 0.6; 0.5916666666666666; 0.6374501992031872; 0.6451612903225806; 0.6199944382647385; 0.7762938230383974; 0.7698675496688742; 0.7767122983243699
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.70138889 0.58333333 0.64084507 0.64788732]; 0.5462184873949579; 0.5798319327731093; 0.7743288590604027; 0.9106881405563689; 0.8687150837988827; 0.914804469273743; 0.5573770491803278; 0.6071428571428571; 0.5496031746031746; 0.6153846153846153; 0.6779661016949152; 0.5806497175141243; 0.7733782645324347; 0.7806122448979592; 0.7744120827138803
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61111111 0.63888889 0.65277778 0.59027778 0.61111111]; 0.5791666666666667; 0.5833333333333334; 0.615; 0.6765799256505577; 0.7583333333333333; 0.6375; 0.6666666666666667; 0.8211382113821138; 0.5729622680842194; 0.6621621621621621; 0.8166666666666667; 0.5833333333333333; 0.6714082503556187; 0.7827529021558872; 0.6141570205921815
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.53472222 0.53472222 0.55555556 0.56944444 0.52777778]; 0.5958333333333333; 0.575; 0.8308333333333333; 0.9944444444444445; 0.9944444444444445; 0.9944444444444445; 0.5975103734439834; 0.6101694915254238; 0.5960683523200889; 0.5526315789473685; 0.5675675675675675; 0.5744814582023884; 0.8292682926829269; 0.8370118845500849; 0.8309445674796251
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.54929577 0.54929577 0.56338028 0.56338028 0.55633803]; 0.5847457627118644; 0.5423728813559322; 0.7969543147208121; 0.9519774011299434; 0.9492957746478873; 0.952112676056338; 0.6201550387596899; 0.6557377049180327; 0.5822548173712971; 0.5263157894736842; 0.6060606060606061; 0.5512054855120548; 0.798994974874372; 0.828125; 0.7977258663366337
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.64583333 0.70833333 0.60416667 0.71830986 0.73943662]; 0.634453781512605; 0.6638655462184874; 0.6828859060402684; 0.691970802919708; 0.6620111731843575; 0.7053072625698324; 0.6477732793522268; 0.6504065040650406; 0.6338989042064334; 0.6825396825396826; 0.6825396825396826; 0.6626984126984127; 0.6807432432432433; 0.6639209225700164; 0.6832425125670595
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.65277778 0.68055556 0.73239437 0.69014085 0.67605634]; 0.6008403361344538; 0.5504201680672269; 0.7546218487394958; 0.8676470588235293; 0.8263305322128851; 0.8739495798319328; 0.6184738955823292; 0.6814159292035398; 0.6047079646017699; 0.5868725868725869; 0.6785714285714286; 0.5575396825396826; 0.7542087542087542; 0.7697594501718213; 0.7549455145595948
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.63888889 0.64788732 0.6971831  0.59859155 0.63380282]; 0.6118143459915611; 0.6540084388185654; 0.806070826306914; 0.9193083573487033; 0.8960674157303371; 0.9213483146067417; 0.6229508196721312; 0.5891472868217055; 0.6140180878552971; 0.6495726495726496; 0.6551724137931034; 0.6540324878882873; 0.8037542662116041; 0.78369384359401; 0.8063768363269195
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.68421053 0.62631579 0.65789474 0.65789474 0.65425532]; 0.5759493670886076; 0.6392405063291139; 0.7386075949367089; 0.8114285714285714; 0.7489451476793249; 0.8259493670886074; 0.562091503267974; 0.5443037974683544; 0.5759493670886076; 0.6392405063291139; 0.6558441558441559; 0.6396504729838063; 0.7241148964595858; 0.6895674300254453; 0.7383605412091963
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.65789474 0.65263158 0.67368421 0.63684211]; 0.6075949367088608; 0.5886075949367089; 0.8040455120101138; 0.9377777777777778; 0.888421052631579; 0.9410526315789474; 0.581081081081081; 0.5408805031446541; 0.6080198694067219; 0.5390070921985816; 0.4935064935064935; 0.586259419592753; 0.7902571041948578; 0.7411167512690355; 0.8038077459115959
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.625      0.73958333 0.64736842 0.70526316]; 0.6226415094339622; 0.6289308176100629; 0.7613065326633166; 0.8486140724946695; 0.8326359832635983; 0.8514644351464437; 0.5945945945945945; 0.5827814569536424; 0.6207320458420906; 0.6358024691358025; 0.673202614379085; 0.6305407011289365; 0.7560975609756098; 0.7531969309462916; 0.7611663667077138
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.57894737 0.58947368 0.59473684 0.61578947 0.59473684]; 0.5917721518987342; 0.5632911392405063; 0.6011378002528445; 0.6778761061946902; 0.8063157894736842; 0.616842105263158; 0.6683804627249358; 0.8125; 0.5889423076923077; 0.6368421052631579; 0.7960526315789473; 0.5718068035943518; 0.6677198525539758; 0.8055908513341804; 0.6021664948494801
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.578125   0.55729167 0.56770833 0.56842105 0.59473684]; 0.5220125786163522; 0.5660377358490566; 0.7864321608040201; 0.945770065075922; 0.9121338912133892; 0.9476987447698745; 0.5978835978835978; 0.7583892617449665; 0.5359993646002938; 0.6310160427807487; 0.7515923566878981; 0.5683427621948807; 0.7968936678614098; 0.8507653061224489; 0.7873876035562739
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.55729167 0.515625   0.54210526 0.60526316 0.57368421]; 0.550314465408805; 0.5786163522012578; 0.7710691823899372; 0.9122098890010091; 0.9475890985324947; 0.9088050314465409; 0.5756676557863502; 0.5987654320987654; 0.5493827160493827; 0.5786163522012578; 0.5974025974025974; 0.5791891035793475; 0.7788578371810451; 0.8083228247162674; 0.771162667063278
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.65625    0.68421053 0.65789474 0.59473684 0.7       ]; 0.47318611987381703; 0.4479495268138801; 0.5964691046658259; 0.6739606126914661; 0.6470588235294118; 0.6869747899159664; 0.5159420289855071; 0.5493827160493827; 0.47146555157307846; 0.4927536231884058; 0.5246913580246914; 0.4462166467542812; 0.600997506234414; 0.6025; 0.5964153944020356
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.68947368 0.63157895 0.66842105 0.7        0.63297872]; 0.6075949367088608; 0.5917721518987342; 0.7613924050632911; 0.8631346578366446; 0.8248945147679325; 0.869198312236287; 0.6574585635359115; 0.7168674698795181; 0.6017670682730925; 0.6386554621848739; 0.7125; 0.590224358974359; 0.768; 0.78; 0.7611538461538462
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.61458333 0.72916667 0.62631579 0.63684211 0.66315789]; 0.6226415094339622; 0.6383647798742138; 0.7704402515723271; 0.859611231101512; 0.8343815513626834; 0.8637316561844864; 0.6052631578947367; 0.6013071895424836; 0.621865715983363; 0.6525679758308158; 0.6585365853658537; 0.6377098511244853; 0.7661755285073671; 0.7531486146095718; 0.7704185284103136
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64583333 0.67083333 0.64705882 0.58823529 0.68067227]; 0.6274509803921569; 0.6442577030812325; 0.6871069182389937; 0.7087294727744167; 0.6867671691792295; 0.7177554438860971; 0.6122448979591837; 0.580110497237569; 0.6281234304369664; 0.6275659824046921; 0.6079545454545454; 0.6437562782521346; 0.6757197175448126; 0.6519916142557652; 0.6871069182389937
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62184874 0.69747899 0.68907563 0.68487395 0.69067797]; 0.5888888888888889; 0.6416666666666667; 0.7678197064989518; 0.856896551724138; 0.8367003367003367; 0.8602693602693603; 0.5956284153005464; 0.6228571428571429; 0.5898069498069498; 0.6465753424657534; 0.6378378378378379; 0.6417760617760618; 0.7657324167107351; 0.7589098532494759; 0.7678197064989518
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.70416667 0.71008403 0.66386555 0.66806723]; 0.5826330532212886; 0.5770308123249299; 0.7421383647798742; 0.8356164383561644; 0.8174204355108877; 0.8391959798994973; 0.6426858513189448; 0.7127659574468085; 0.5753178899660079; 0.6077922077922077; 0.6923076923076923; 0.5828559738134206; 0.750253807106599; 0.7746331236897275; 0.7421383647798742
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.56722689 0.60504202 0.56302521 0.59745763]; 0.6083333333333333; 0.5666666666666667; 0.59958071278826; 0.6690290574060949; 0.7946127946127947; 0.6069023569023569; 0.6980728051391863; 0.9055555555555556; 0.6083333333333334; 0.6666666666666667; 0.8666666666666667; 0.5666666666666667; 0.6743393009377664; 0.8291404612159329; 0.59958071278826
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6        0.58333333 0.62184874 0.62605042 0.52941176]; 0.5938375350140056; 0.5322128851540616; 0.8212788259958071; 0.9751924721984601; 0.9547738693467337; 0.9757118927973198; 0.5983379501385042; 0.6; 0.5937853107344633; 0.5269121813031161; 0.5254237288135594; 0.5321563088512241; 0.8189060010621348; 0.8081761006289309; 0.8212788259958071
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.59583333 0.575      0.55       0.56722689 0.54621849]; 0.547752808988764; 0.5252808988764045; 0.7788259958071279; 0.9226890756302523; 0.9180602006688964; 0.923076923076923; 0.608272506082725; 0.6906077348066298; 0.5453038674033149; 0.5847665847665848; 0.68; 0.5278453038674034; 0.7898406374501992; 0.8312368972746331; 0.7788259958071279
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.65833333 0.66666667 0.71666667 0.71428571 0.67647059]; 0.598314606741573; 0.5842696629213483; 0.6629979035639413; 0.7170418006430868; 0.745819397993311; 0.705685618729097; 0.6757369614512472; 0.8232044198895028; 0.5944593528018942; 0.6636363636363636; 0.8342857142857143; 0.5884135753749014; 0.6974117647058824; 0.7767295597484277; 0.6629979035639413
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62605042 0.66806723 0.66806723 0.63865546 0.71610169]; 0.575; 0.5861111111111111; 0.7547169811320755; 0.8583617747440273; 0.8468013468013468; 0.8602693602693603; 0.5831062670299728; 0.5752688172043011; 0.574990730441231; 0.5552238805970149; 0.5344827586206896; 0.5844456803856135; 0.7502668089647812; 0.7368972746331237; 0.7547169811320755
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6375     0.62916667 0.68907563 0.60084034 0.63865546]; 0.6190476190476191; 0.6274509803921569; 0.7510482180293501; 0.8217993079584776; 0.7956448911222781; 0.8274706867671693; 0.6402116402116402; 0.6954022988505747; 0.6209251931411343; 0.6732186732186733; 0.7486338797814208; 0.6243169398907105; 0.7552807831014939; 0.7683438155136268; 0.7510482180293501
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57342657 0.60839161 0.62587413 0.61888112 0.60211268]; 0.65; 0.5791666666666667; 0.7452830188679245; 0.7807720320466133; 0.7507002801120448; 0.7892156862745098; 0.676923076923077; 0.7719298245614035; 0.6558061821219716; 0.6456140350877192; 0.7301587301587301; 0.5712197159565581; 0.7466110531803962; 0.750524109014675; 0.7452830188679245
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63636364 0.65734266 0.68181818 0.66083916 0.64084507]; 0.5708333333333333; 0.5666666666666667; 0.7976939203354297; 0.8720514653323802; 0.8543417366946778; 0.8746498599439776; 0.6227106227106227; 0.6390977443609023; 0.5625395263860586; 0.5630252100840335; 0.6261682242990654; 0.5724826083901342; 0.7979057591623038; 0.7987421383647799; 0.7976939203354299
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.64930556 0.61888112 0.6958042  0.67482517]; 0.6371308016877637; 0.6075949367088608; 0.7851153039832285; 0.8362863217576186; 0.8228730822873083; 0.8389121338912136; 0.6884057971014493; 0.811965811965812; 0.6393162393162394; 0.6463878326996199; 0.7083333333333334; 0.6063034188034189; 0.7897435897435896; 0.8071278825995807; 0.7851153039832284
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.59090909 0.58391608 0.58741259 0.55633803]; 0.5916666666666667; 0.575; 0.5864779874213837; 0.6725958866036688; 0.8473389355742297; 0.5875350140056022; 0.6858974358974359; 0.8916666666666667; 0.5916666666666666; 0.6871165644171778; 0.9333333333333333; 0.5750000000000001; 0.6762412802626181; 0.8637316561844863; 0.5864779874213837
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.56643357 0.57342657 0.55244755 0.56643357 0.5979021 ]; 0.5188284518828452; 0.5774058577405857; 0.8663522012578616; 0.9721229449606861; 0.951048951048951; 0.9727272727272727; 0.5267489711934156; 0.5333333333333333; 0.518767507002801; 0.5774058577405858; 0.5798319327731093; 0.5774159663865546; 0.8644338118022329; 0.8522012578616353; 0.8663522012578616
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57342657 0.56993007 0.53846154 0.55944056 0.53873239]; 0.5833333333333334; 0.6; 0.8370020964360587; 0.9194113524877365; 0.9187675070028011; 0.9194677871148459; 0.6183206106870229; 0.6864406779661016; 0.5850236176715754; 0.6496350364963503; 0.7295081967213115; 0.5978049458182828; 0.8415690269994905; 0.8658280922431866; 0.8370020964360586
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73611111 0.625      0.63636364 0.68181818 0.66783217]; 0.6835443037974683; 0.6160337552742616; 0.6666666666666666; 0.6789617486338797; 0.6931659693165969; 0.6722454672245467; 0.6724890829694323; 0.6637931034482759; 0.6831362211456256; 0.6160337552742615; 0.6033057851239669; 0.6163080649757766; 0.6704663212435233; 0.6781970649895178; 0.6666666666666666
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69097222 0.68055556 0.68181818 0.65734266 0.66083916]; 0.6286919831223629; 0.5569620253164557; 0.7830188679245284; 0.8429282160625444; 0.8270571827057183; 0.8458856345885635; 0.5849056603773586; 0.5535714285714286; 0.6247857142857143; 0.5679012345679012; 0.552; 0.55725; 0.7776584317937701; 0.7589098532494759; 0.7830188679245284
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.64236111 0.68531469 0.66083916 0.64685315]; 0.5485232067510548; 0.6371308016877637; 0.7777777777777778; 0.8353528153955809; 0.8172942817294282; 0.8389121338912133; 0.5327510917030568; 0.5169491525423728; 0.548390542657741; 0.6228070175438596; 0.5966386554621849; 0.6373023785785501; 0.7720430107526882; 0.7526205450733753; 0.7777777777777777
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.70833333 0.64583333 0.76041667 0.70833333]; 0.66875; 0.63125; 0.7475; 0.8043478260869567; 0.7708333333333334; 0.8125; 0.6748466257668712; 0.6875; 0.66875; 0.6143790849673201; 0.5949367088607594; 0.6308016877637131; 0.7396907216494846; 0.7192982456140351; 0.7474296714354465
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.77083333 0.79166667 0.82291667 0.70833333]; 0.59375; 0.625; 0.75625; 0.8504273504273505; 0.8291666666666667; 0.8541666666666666; 0.6408839779005525; 0.8529411764705882; 0.6275575447570333; 0.6774193548387097; 0.7590361445783133; 0.6197778125488969; 0.7664670658682634; 0.8184143222506394; 0.7576179190715298
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.69791667 0.58510638 0.69148936 0.61702128 0.75531915]; 0.49044585987261147; 0.5286624203821656; 0.7379134860050891; 0.8854625550660793; 0.8516949152542372; 0.8898305084745762; 0.5180722891566265; 0.4942528735632184; 0.48998357963875205; 0.5316455696202531; 0.5675675675675675; 0.5307717355910126; 0.7352185089974294; 0.7204030226700252; 0.7380935421833417
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; 4; svd_reconstruct; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.61702128 0.67021277 0.65957447 0.61702128 0.58510638]; 0.5128205128205128; 0.6153846153846154; 0.612531969309463; 0.6946983546617915; 0.8085106382978723; 0.6446808510638298; 0.627450980392157; 0.927536231884058; 0.5557221389305348; 0.7321428571428571; 0.9318181818181818; 0.5688502673796791; 0.6892307692307693; 0.8571428571428571; 0.611904761904762
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.5625     0.55208333 0.54166667 0.46808511]; 0.5345911949685535; 0.5220125786163522; 0.7889447236180904; 0.9612068965517241; 0.9330543933054394; 0.9623430962343097; 0.5375000000000001; 0.5584415584415584; 0.535318340196389; 0.525; 0.5316455696202531; 0.5220727848101265; 0.7857142857142858; 0.779746835443038; 0.7888759114871051
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.61458333 0.54255319 0.61702128 0.4787234 ]; 0.5759493670886076; 0.5443037974683544; 0.7835443037974683; 0.9341563786008231; 0.9578059071729957; 0.9324894514767933; 0.6256983240223464; 0.6746987951807228; 0.5706827309236948; 0.5909090909090909; 0.5909090909090909; 0.5383116883116883; 0.7966706302021402; 0.821078431372549; 0.7822669643773739
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.75       0.80208333 0.73958333 0.69148936 0.65957447]; 0.620253164556962; 0.5886075949367089; 0.6843434343434344; 0.6753246753246752; 0.5462184873949579; 0.7373949579831932; 0.6428571428571428; 0.5934065934065934; 0.6250615056585206; 0.5323741007194244; 0.47435897435897434; 0.5871794871794872; 0.638728323699422; 0.542997542997543; 0.6883818883818884
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.69791667 0.63541667 0.57291667 0.60416667]; 0.6375; 0.68125; 0.805; 0.894854586129754; 0.8333333333333334; 0.9020833333333335; 0.6329113924050633; 0.6666666666666666; 0.6392156862745098; 0.6982248520710058; 0.7023809523809523; 0.6801378446115289; 0.7984496124031008; 0.7744360902255639; 0.8049237807736299
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.72916667 0.73958333 0.78125    0.79787234 0.68085106]; 0.5949367088607594; 0.6075949367088608; 0.7550505050505051; 0.8454545454545455; 0.7815126050420168; 0.8571428571428571; 0.6666666666666666; 0.8421052631578947; 0.60397946084724; 0.6836734693877552; 0.8481012658227848; 0.6075949367088607; 0.7657004830917874; 0.806615776081425; 0.7554382138552489
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.66666667 0.65277778 0.60416667 0.75694444 0.65492958]; 0.6485355648535565; 0.6903765690376569; 0.689799331103679; 0.6978723404255319; 0.6852367688022284; 0.7033426183844012; 0.6818181818181819; 0.7758620689655172; 0.6521586767591814; 0.7318840579710145; 0.7890625; 0.6828195382882882; 0.7020080321285141; 0.724709784411277; 0.6895049765226706
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.61805556 0.61805556 0.71527778 0.625      0.64084507]; 0.6610878661087866; 0.6485355648535565; 0.818561872909699; 0.9226190476190476; 0.8635097493036211; 0.9275766016713092; 0.6400000000000001; 0.6206896551724138; 0.6599383235211663; 0.6692913385826771; 0.7024793388429752; 0.6478498389130131; 0.8114682884448305; 0.7835570469798657; 0.8184451901565996
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.74305556 0.64583333 0.73611111 0.74305556]; 0.6125; 0.5875; 0.7375; 0.8209606986899564; 0.7833333333333333; 0.8291666666666666; 0.640926640926641; 0.6974789915966386; 0.6132023057156747; 0.6024096385542169; 0.6578947368421053; 0.5908521303258145; 0.7364016736401674; 0.7419898819561551; 0.7375517778808782
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.59722222 0.60416667 0.59027778 0.59722222 0.55555556]; 0.5583333333333333; 0.6166666666666667; 0.6091666666666666; 0.6754491017964072; 0.7833333333333333; 0.6236111111111111; 0.6394557823129252; 0.8034188034188035; 0.5643110277256619; 0.684931506849315; 0.78125; 0.6049107142857143; 0.6699507389162562; 0.7867768595041322; 0.6076741440377804
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59027778 0.59027778 0.63888889 0.58333333 0.59859155]; 0.5648535564853556; 0.5690376569037657; 0.7934782608695652; 0.9453551912568305; 0.9637883008356546; 0.9442896935933149; 0.6119402985074627; 0.640625; 0.5590512387387387; 0.5896414342629483; 0.6379310344827587; 0.5709980375665826; 0.8025579536370901; 0.8325041459369817; 0.7931492061894015
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.57638889 0.5        0.54929577 0.50704225 0.57746479]; 0.6050420168067226; 0.5672268907563025; 0.8008403361344538; 0.9441340782122905; 0.9467787114845938; 0.9439775910364145; 0.6178861788617885; 0.5984251968503937; 0.6055189047315032; 0.5422222222222222; 0.5169491525423728; 0.5668079096045198; 0.8003369839932604; 0.7890365448504983; 0.8009808574592628
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.67361111 0.6971831  0.68309859 0.67605634]; 0.6302521008403361; 0.6638655462184874; 0.7075630252100841; 0.7321428571428571; 0.6890756302521008; 0.7478991596638656; 0.6271186440677966; 0.6065573770491803; 0.6308648954211419; 0.6153846153846154; 0.5517241379310345; 0.6611079706048615; 0.6881720430107527; 0.6453781512605042; 0.7075630252100841
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.6875     0.66197183 0.66901408 0.73239437]; 0.634453781512605; 0.6134453781512605; 0.7798319327731092; 0.8755622188905546; 0.8179271708683473; 0.8837535014005601; 0.6419753086419753; 0.624; 0.6350088495575221; 0.6198347107438016; 0.5905511811023622; 0.6150954103710009; 0.7725694444444444; 0.7307060755336617; 0.7810156883692405
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.73611111 0.65972222 0.72916667 0.70833333]; 0.6375; 0.6041666666666666; 0.7558333333333334; 0.8388969521044993; 0.8027777777777778; 0.8458333333333332; 0.6765799256505577; 0.8584905660377359; 0.6605885666009575; 0.6801346801346801; 0.8145161290322581; 0.5969132369299222; 0.7665338645418327; 0.8152542372881356; 0.7568074465129203
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63020833 0.65625    0.671875   0.66842105 0.7       ]; 0.6792452830188679; 0.6698113207547169; 0.7380653266331658; 0.7635135135135135; 0.7092050209205021; 0.7803347280334728; 0.6964285714285715; 0.7005988023952096; 0.6781139707340287; 0.6827794561933535; 0.7635135135135135; 0.6758744038155803; 0.7318327974276528; 0.7175283732660782; 0.737988216670586
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; 8; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.66145833 0.70833333 0.6875     0.66666667 0.64583333]; 0.66875; 0.60625; 0.7975; 0.9025423728813559; 0.8875; 0.9041666666666667; 0.6645569620253166; 0.6140350877192983; 0.6727893559401861; 0.5743243243243242; 0.5821917808219178; 0.6043142812155565; 0.7917737789203084; 0.7728983688833124; 0.7974080885512452
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.72395833 0.71052632 0.70526316 0.67894737]; 0.5911949685534591; 0.6320754716981132; 0.7528301886792453; 0.8436830835117773; 0.8259958071278826; 0.8469601677148847; 0.6306818181818181; 0.7025316455696202; 0.5918908227848101; 0.6528189910979229; 0.7236842105263158; 0.6359384908053265; 0.7578558225508318; 0.7814485387547649; 0.7531153030012928
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.63541667 0.53645833 0.59473684 0.57368421 0.57894737]; 0.6037735849056604; 0.5691823899371069; 0.6050314465408805; 0.6732318710832588; 0.7882599580712788; 0.6174004192872118; 0.6612903225806452; 0.727810650887574; 0.5954489496048607; 0.6246575342465753; 0.7080745341614907; 0.5674130632590894; 0.6612729234088457; 0.7596034696406444; 0.6026625266466312
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.515625   0.51041667 0.578125   0.60416667 0.57368421]; 0.5830721003134797; 0.5579937304075235; 0.8095238095238095; 0.9682875264270613; 0.9561586638830898; 0.9686847599164927; 0.6434316353887398; 0.7017543859649122; 0.5738501659554291; 0.6050420168067228; 0.6506024096385542; 0.5540593747539176; 0.8186157517899761; 0.8406862745098039; 0.8088046757164404
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.53645833 0.52604167 0.52083333 0.52083333 0.53645833]; 0.59375; 0.528125; 0.779375; 0.9225806451612903; 0.89375; 0.925; 0.5859872611464967; 0.5786163522012578; 0.5936560021875854; 0.5206349206349207; 0.5189873417721519; 0.5280121894045945; 0.7735728030788968; 0.7565872020075283; 0.7792898650137268
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.70526316 0.70526316 0.72631579 0.71052632]; 0.6487341772151899; 0.6392405063291139; 0.6883691529709229; 0.708695652173913; 0.6863157894736842; 0.7178947368421053; 0.7086614173228346; 0.8132530120481928; 0.6399598393574297; 0.6885245901639344; 0.8289473684210527; 0.646181001283697; 0.704259148170366; 0.7402269861286255; 0.6882377009223609
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; 8; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.72395833 0.703125   0.72395833 0.68229167 0.73684211]; 0.5924764890282131; 0.54858934169279; 0.7612781954887218; 0.8835690968443961; 0.8475991649269311; 0.8883089770354905; 0.5962732919254659; 0.6037735849056604; 0.5925117924528301; 0.5263157894736842; 0.5063291139240507; 0.5481956128626465; 0.7533980582524272; 0.7311557788944724; 0.7612028894472361
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.68229167 0.66842105 0.63157895 0.66315789 0.68947368]; 0.6593059936908517; 0.580441640378549; 0.7597730138713745; 0.8464912280701754; 0.8109243697478992; 0.8529411764705882; 0.6727272727272727; 0.676829268292683; 0.6586760720548381; 0.5429553264604811; 0.5642857142857143; 0.5787530266343826; 0.75146771037182; 0.7384615384615385; 0.7594292803970223
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64166667 0.6375     0.69327731 0.71848739 0.63865546]; 0.5966386554621849; 0.7086834733893558; 0.6860587002096437; 0.7234042553191489; 0.7688442211055276; 0.7060301507537688; 0.6086956521739131; 0.6627218934911243; 0.599977968022158; 0.74; 0.7872340425531915; 0.7042679088505603; 0.7059401080019637; 0.7536687631027253; 0.6860587002096435
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6302521  0.63865546 0.6512605  0.67647059 0.63135593]; 0.6194444444444445; 0.6805555555555556; 0.7929769392033543; 0.873114463176575; 0.8282828282828283; 0.8796296296296297; 0.6204986149584487; 0.6187845303867403; 0.6194481311151578; 0.6627565982404693; 0.6312849162011173; 0.6802833420784592; 0.7840349917987972; 0.7515723270440252; 0.7929769392033542
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65416667 0.6512605  0.6302521  0.67226891 0.65546218]; 0.6675977653631285; 0.5837988826815642; 0.7767295597484277; 0.8656462585034014; 0.8540268456375839; 0.8674496644295302; 0.6292834890965733; 0.5804597701149425; 0.6652298850574713; 0.5706051873198846; 0.5380434782608695; 0.5851136931534233; 0.7689804772234274; 0.7431865828092243; 0.7767295597484276
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.5625     0.59583333 0.6125     0.59663866 0.61344538]; 0.5842696629213483; 0.5898876404494382; 0.5964360587002097; 0.6897001303780964; 0.8846153846153846; 0.6020066889632107; 0.6979591836734694; 0.9715909090909091; 0.5885732323232323; 0.6970954356846473; 0.9333333333333333; 0.5859848484848484; 0.6927374301675978; 0.909853249475891; 0.5964360587002097
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.59583333 0.56666667 0.55042017 0.57142857 0.60084034]; 0.5518207282913166; 0.5742296918767507; 0.8144654088050315; 0.9637931034482758; 0.9363484087102177; 0.9648241206030151; 0.5876288659793815; 0.6551724137931034; 0.5543621631807047; 0.6041666666666667; 0.6338797814207651; 0.5726870171471642; 0.8167701863354038; 0.8270440251572327; 0.8144654088050314
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.55       0.58333333 0.57563025 0.61344538 0.60084034]; 0.5630252100840336; 0.5546218487394958; 0.7688679245283019; 0.8953488372093024; 0.9028475711892797; 0.8944723618090452; 0.6020408163265305; 0.6344086021505376; 0.5598943595548009; 0.5870129870129871; 0.6608187134502924; 0.5589039803810603; 0.7773851590106007; 0.8071278825995807; 0.7688679245283019
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.70833333 0.61344538 0.67226891 0.6302521 ]; 0.6862745098039216; 0.6834733893557423; 0.6729559748427673; 0.6904577191621413; 0.7453936348408711; 0.6658291457286432; 0.6939890710382512; 0.7094972067039106; 0.6862092775092588; 0.6762177650429799; 0.6629213483146067; 0.6834159814198733; 0.688622754491018; 0.7232704402515723; 0.6729559748427673
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69583333 0.68333333 0.66386555 0.68487395 0.71008403]; 0.6470588235294118; 0.6526610644257703; 0.7756813417190775; 0.8449477351916377; 0.8123953098827471; 0.8509212730318257; 0.6612903225806452; 0.6949152542372882; 0.6474576271186441; 0.6770833333333333; 0.7222222222222222; 0.6520715630885123; 0.7752100840336134; 0.7735849056603774; 0.7756813417190775
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.725      0.62083333 0.7125     0.63333333 0.66806723]; 0.6225352112676056; 0.6507042253521127; 0.7840670859538784; 0.8686006825938567; 0.8497495826377296; 0.8714524207011687; 0.5988023952095808; 0.5747126436781609; 0.6216104654854893; 0.6395348837209301; 0.6077348066298343; 0.6515685527402045; 0.7772972972972972; 0.7536687631027253; 0.7840670859538784
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.61538462 0.64685315 0.66783217 0.65734266 0.70979021]; 0.6820083682008368; 0.6569037656903766; 0.6923480083857443; 0.6968197879858656; 0.6895104895104895; 0.7000000000000001; 0.6607142857142857; 0.6666666666666666; 0.6809895833333333; 0.6746031746031745; 0.6640625; 0.6563555743243243; 0.6895822316234796; 0.6834381551362684; 0.6923480083857443
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.67482517 0.66783217 0.67132867 0.6443662 ]; 0.6541666666666667; 0.6208333333333333; 0.8060796645702306; 0.8567251461988303; 0.8207282913165266; 0.8627450980392156; 0.7067137809187278; 0.8264462809917356; 0.6527189388151955; 0.6690909090909092; 0.773109243697479; 0.6220918119313841; 0.8078920041536864; 0.8155136268343816; 0.8060796645702305
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66319444 0.67482517 0.62937063 0.65734266 0.64685315]; 0.6428571428571429; 0.6470588235294118; 0.8060796645702306; 0.8557071069633884; 0.8324022346368715; 0.8596368715083799; 0.6768060836501901; 0.7007874015748031; 0.6386819890756898; 0.6283185840707963; 0.6396396396396397; 0.646591473363127; 0.8034006376195537; 0.7924528301886793; 0.8060796645702306
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58041958 0.57692308 0.62237762 0.56993007 0.61267606]; 0.6125; 0.5958333333333333; 0.6090146750524109; 0.6862302483069977; 0.8515406162464986; 0.6106442577030813; 0.6990291262135923; 0.8372093023255814; 0.5942803268384664; 0.6548042704626335; 0.8288288288288288; 0.6120888330190656; 0.6841659610499576; 0.8469601677148847; 0.6090146750524109
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; 12; svd_reconstruct; svdn; 1440; 480; 480; 0.6; 0.2; 0.2; [0.54166667 0.5625     0.56597222 0.52083333 0.60416667]; 0.5470085470085471; 0.6068376068376068; 0.8663522012578616; 0.9592566118656183; 0.9319444444444445; 0.9604166666666667; 0.5923076923076923; 0.6637931034482759; 0.5479982466393921; 0.6198347107438016; 0.635593220338983; 0.6065897136177674; 0.8658600736454497; 0.8626834381551363; 0.8663522012578616
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.57291667 0.52777778 0.57986111 0.58391608 0.58391608]; 0.5127118644067796; 0.5720338983050848; 0.8275681341719078; 0.921907394609537; 0.9289693593314763; 0.9213091922005571; 0.5381526104417671; 0.5826086956521739; 0.5144448436938556; 0.570212765957447; 0.5537190082644629; 0.5725116780452749; 0.829621957534956; 0.839622641509434; 0.8275681341719077
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; 12; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63636364 0.68881119 0.70629371 0.63636364 0.74125874]; 0.5857740585774058; 0.6527196652719666; 0.6787211740041929; 0.7081922816519973; 0.7314685314685314; 0.6986013986013986; 0.5479452054794521; 0.5; 0.5861344537815126; 0.6406926406926408; 0.6218487394957983; 0.6525910364145658; 0.68188894654904; 0.6886792452830188; 0.6787211740041929
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.64583333 0.66666667 0.62237762 0.67832168 0.66433566]; 0.6835443037974683; 0.6244725738396625; 0.7976939203354297; 0.8384279475982533; 0.803347280334728; 0.8451882845188283; 0.7035573122529646; 0.6793893129770993; 0.6840342791300591; 0.600896860986547; 0.6320754716981132; 0.625198041192568; 0.7913513513513513; 0.7672955974842768; 0.7976939203354299
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.69230769 0.61188811 0.6958042  0.67132867 0.67957746]; 0.6208333333333333; 0.6583333333333333; 0.8060796645702306; 0.8599857853589197; 0.8473389355742297; 0.8620448179271709; 0.5991189427312774; 0.5862068965517241; 0.6197163515016685; 0.6666666666666666; 0.6612903225806451; 0.6582313681868743; 0.8031914893617021; 0.7914046121593291; 0.8060796645702306
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.71875    0.76041667 0.6875     0.71276596 0.76595745]; 0.5822784810126582; 0.6139240506329114; 0.6868686868686869; 0.6684931506849314; 0.5126050420168067; 0.7457983193277311; 0.56; 0.5316455696202531; 0.5822784810126582; 0.5793103448275863; 0.5454545454545454; 0.6122334455667788; 0.6242424242424243; 0.5228426395939086; 0.6860444353748438
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.75       0.66666667 0.69791667 0.69791667]; 0.64375; 0.61875; 0.77375; 0.8503562945368172; 0.7458333333333333; 0.86875; 0.6984126984126984; 0.6666666666666666; 0.6366120218579234; 0.5673758865248227; 0.5633802816901409; 0.6131508150023739; 0.7589880159786951; 0.6951219512195121; 0.7757661038148843
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.64583333 0.73958333 0.6875    ]; 0.64375; 0.65625; 0.75125; 0.8027210884353743; 0.7375; 0.81875; 0.6545454545454545; 0.5934065934065934; 0.6517757604714127; 0.6308724832214765; 0.618421052631579; 0.6544486215538847; 0.7364238410596026; 0.683046683046683; 0.7524648173503136
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.63541667 0.73958333 0.72916667 0.6875    ]; 0.6875; 0.66875; 0.69; 0.727954971857411; 0.8083333333333333; 0.6979166666666667; 0.7448979591836735; 0.8588235294117647; 0.676078431372549; 0.716577540106952; 0.881578947368421; 0.6788847117794486; 0.7292576419213974; 0.8329177057356608; 0.6896418102613141
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.625      0.68085106 0.55319149 0.64893617]; 0.6455696202531646; 0.6392405063291139; 0.7708860759493671; 0.8606557377049181; 0.8860759493670886; 0.8565400843881856; 0.6363636363636364; 0.6363636363636364; 0.6453423120089787; 0.6545454545454545; 0.6428571428571429; 0.6389961389961389; 0.7757125154894672; 0.7864321608040201; 0.7707671008101733
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.61458333 0.72916667 0.72916667 0.69148936 0.70212766]; 0.7278481012658228; 0.6582278481012658; 0.773989898989899; 0.8153153153153153; 0.7605042016806722; 0.8277310924369747; 0.7514450867052023; 0.7558139534883721; 0.7251291989664083; 0.674698795180723; 0.8; 0.6727272727272727; 0.7713920817369094; 0.766497461928934; 0.7739522485524066
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.65625    0.73958333 0.65957447 0.63829787]; 0.6139240506329114; 0.5443037974683544; 0.6641414141414141; 0.6563307493540051; 0.5336134453781513; 0.7205882352941176; 0.5611510791366906; 0.6; 0.6118279569892473; 0.52; 0.4875; 0.5450320512820513; 0.606508875739645; 0.5352480417754569; 0.660044558785039
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.66666667 0.6875     0.73958333 0.6875    ]; 0.6875; 0.55625; 0.7375; 0.7944572748267898; 0.7166666666666667; 0.8145833333333334; 0.6835443037974683; 0.6136363636363636; 0.6957070707070707; 0.5359477124183007; 0.4823529411764706; 0.5611764705882354; 0.7177419354838709; 0.6464891041162227; 0.7405572135568192
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.64583333 0.60416667 0.71875    0.60416667]; 0.6125; 0.5625; 0.7525; 0.8479262672811059; 0.7666666666666667; 0.8625; 0.6172839506172839; 0.625; 0.6125; 0.5454545454545455; 0.6086956521739131; 0.5680840898232202; 0.736; 0.7095115681233933; 0.7513494580276333
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.71527778 0.72916667 0.70422535 0.6971831  0.64788732]; 0.5294117647058824; 0.6218487394957983; 0.6823529411764706; 0.697594501718213; 0.5686274509803921; 0.7535014005602241; 0.4716981132075472; 0.4672897196261682; 0.5237211956909468; 0.6086956521739131; 0.5932203389830508; 0.6216101694915254; 0.6308593750000001; 0.5549828178694158; 0.6796295668294448
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.68055556 0.75       0.65972222 0.68055556 0.68309859]; 0.5941422594142259; 0.5815899581589958; 0.7274247491638796; 0.7846410684474123; 0.6545961002785515; 0.82033426183844; 0.5941422594142259; 0.5819672131147541; 0.5944024099761804; 0.6062992125984252; 0.6209677419354839; 0.5800490883590463; 0.7014652014652015; 0.6330578512396694; 0.7285424619988533
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.65277778 0.66666667 0.65972222 0.61111111]; 0.6625; 0.6166666666666667; 0.7466666666666667; 0.7981510015408321; 0.7194444444444444; 0.8180555555555555; 0.6197183098591549; 0.5454545454545454; 0.6634835752482812; 0.5855855855855856; 0.5416666666666666; 0.6166666666666666; 0.7195571955719557; 0.64891846921797; 0.7468298523051452
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.66666667 0.70833333 0.72916667 0.66901408 0.67605634]; 0.6554621848739496; 0.6722689075630253; 0.6795302013422819; 0.695054945054945; 0.7067039106145251; 0.6899441340782122; 0.7071428571428571; 0.8181818181818182; 0.6526806526806528; 0.7310344827586207; 0.8760330578512396; 0.6687857596948507; 0.7057010785824345; 0.7633333333333333; 0.6789639639639639
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.66666667 0.69444444 0.69444444 0.70422535]; 0.6569037656903766; 0.6443514644351465; 0.7140468227424749; 0.7606019151846785; 0.7743732590529248; 0.756267409470752; 0.6962962962962963; 0.7704918032786885; 0.6544766708701134; 0.6792452830188679; 0.7627118644067796; 0.6458187421207452; 0.7298578199052133; 0.7712854757929883; 0.7139509456016868
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.69014085 0.61971831 0.65492958 0.6056338  0.64084507]; 0.635593220338983; 0.6016949152542372; 0.7656514382402707; 0.8676671214188267; 0.895774647887324; 0.8633802816901409; 0.6475409836065573; 0.6991150442477876; 0.6381754083027555; 0.6050420168067226; 0.6101694915254238; 0.6016949152542374; 0.7720164609053498; 0.8003412969283277; 0.7659424605447007
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.61805556 0.64583333 0.68055556 0.61971831 0.66901408]; 0.6890756302521008; 0.5756302521008403; 0.6963087248322147; 0.6969205834683956; 0.6005586592178771; 0.7388268156424581; 0.6105263157894738; 0.5370370370370371; 0.6762108262108263; 0.5302325581395348; 0.4596774193548387; 0.5807159026598754; 0.6457925636007827; 0.559322033898305; 0.6949434089757306
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; 6; svd_reconstruct; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.625      0.65492958 0.64084507 0.6056338  0.66197183]; 0.6118143459915611; 0.6371308016877637; 0.730185497470489; 0.7781250000000001; 0.699438202247191; 0.800561797752809; 0.4945054945054946; 0.3879310344827586; 0.6071886577372471; 0.5742574257425743; 0.4566929133858268; 0.6510737294201862; 0.6875; 0.5876460767946577; 0.7316424591809745
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.64583333 0.72916667 0.65277778 0.64583333 0.71830986]; 0.5774058577405857; 0.5648535564853556; 0.7316053511705686; 0.8158730158730159; 0.7158774373259053; 0.8384401114206127; 0.5258215962441315; 0.4628099173553719; 0.57886258579633; 0.5357142857142856; 0.4878048780487805; 0.5671783010933558; 0.6991565135895033; 0.6185737976782753; 0.732558399682308
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.64583333 0.62631579 0.66315789 0.65789474]; 0.5408805031446541; 0.5691823899371069; 0.6333333333333333; 0.6305418719211824; 0.5366876310272537; 0.6855345911949686; 0.4251968503937008; 0.3253012048192771; 0.5508084971464807; 0.4627450980392157; 0.37579617834394907; 0.5667800767496143; 0.558667676003028; 0.46125; 0.6344224683544304
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65104167 0.609375   0.71354167 0.68229167 0.67894737]; 0.6394984326018809; 0.5924764890282131; 0.7042606516290727; 0.7486157253599115; 0.7056367432150313; 0.7630480167014614; 0.6417445482866043; 0.6242424242424243; 0.6400432900432902; 0.6107784431137725; 0.6415094339622641; 0.592629716981132; 0.6970474967907574; 0.676214196762142; 0.7044374893016259
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.66145833 0.60526316 0.57894737 0.65263158]; 0.660377358490566; 0.6446540880503144; 0.7610062893081762; 0.8203389830508474; 0.7610062893081762; 0.8333333333333334; 0.6326530612244898; 0.5705521472392638; 0.6626954284583416; 0.6007067137809188; 0.53125; 0.645371835443038; 0.7400820793433652; 0.67625; 0.7615427215189873
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.671875   0.671875   0.66666667 0.609375   0.64210526]; 0.6927899686520376; 0.658307210031348; 0.6622807017543859; 0.6981818181818182; 0.8016701461377871; 0.6534446764091857; 0.7215909090909091; 0.7987421383647799; 0.6931210691823899; 0.6912181303116148; 0.7484662576687117; 0.6562844108856379; 0.7013850415512465; 0.7902621722846442; 0.6617977528089888
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.63541667 0.57894737 0.62631579 0.61052632]; 0.6289308176100629; 0.6383647798742138; 0.8025157232704403; 0.9092945128779396; 0.8511530398322851; 0.9150943396226414; 0.6335403726708074; 0.6335403726708074; 0.6288720971634292; 0.6567164179104478; 0.6586826347305389; 0.6372883372328193; 0.7974193548387096; 0.7677018633540372; 0.8029592119317958
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.63020833 0.64583333 0.70526316 0.64736842 0.63157895]; 0.610062893081761; 0.6320754716981132; 0.7276729559748427; 0.80990099009901; 0.8574423480083857; 0.7987421383647798; 0.6395348837209303; 0.6547619047619048; 0.6073809523809525; 0.664756446991404; 0.703030303030303; 0.6292929292929293; 0.7457428068115091; 0.7839506172839507; 0.7265906932573599
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.671875   0.68229167 0.66315789 0.70526316 0.68947368]; 0.5786163522012578; 0.6132075471698113; 0.6515723270440251; 0.6451612903225807; 0.5660377358490566; 0.6886792452830188; 0.567741935483871; 0.5333333333333333; 0.580392156862745; 0.5494505494505494; 0.4838709677419355; 0.6100336433801702; 0.6098591549295775; 0.5432873274780426; 0.6518454291866885
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.64736842 0.65263158 0.64736842 0.62105263 0.64361702]; 0.5949367088607594; 0.6360759493670886; 0.7189873417721518; 0.7665505226480838; 0.6962025316455697; 0.7879746835443039; 0.5704697986577182; 0.5555555555555556; 0.5937286980231766; 0.6439628482972136; 0.65; 0.6358974358974359; 0.7004048582995951; 0.6594663278271918; 0.718762167696698
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.59375    0.63157895 0.65789474 0.55263158]; 0.6132075471698113; 0.5943396226415094; 0.7628930817610063; 0.859392575928009; 0.80083857442348; 0.8689727463312369; 0.6306306306306306; 0.621301775147929; 0.6126643103927564; 0.5930599369085173; 0.6143790849673203; 0.595068330362448; 0.7550357374918778; 0.7271589486858573; 0.7630737853416644
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; 10; svd_reconstruct; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.67916667 0.60833333 0.67916667 0.625      0.67226891]; 0.676056338028169; 0.6225352112676056; 0.6514675052410901; 0.6413793103448275; 0.6210350584307178; 0.6527545909849749; 0.7073791348600509; 0.7722222222222223; 0.6746825396825398; 0.665; 0.76; 0.6244444444444445; 0.6594982078853047; 0.6750524109014675; 0.6514675052410902
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67647059 0.70588235 0.58403361 0.58823529 0.64705882]; 0.637883008356546; 0.649025069637883; 0.7961215932914046; 0.8748824082784573; 0.7815126050420168; 0.888235294117647; 0.608433734939759; 0.5401069518716578; 0.6421464991916428; 0.5743243243243242; 0.4941860465116279; 0.6428149483895038; 0.7699586043761087; 0.6823899371069182; 0.7961215932914045
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.64285714 0.61344538 0.62605042 0.6440678 ]; 0.6166666666666667; 0.6083333333333333; 0.7830188679245284; 0.8804251550044287; 0.8367003367003367; 0.8863636363636364; 0.6349206349206349; 0.6629834254143646; 0.6164079138245007; 0.591304347826087; 0.5698324022346368; 0.6081206210068212; 0.7764578833693305; 0.7536687631027253; 0.7830188679245282
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6302521  0.68907563 0.75210084 0.56302521 0.61440678]; 0.7444444444444445; 0.6722222222222223; 0.6740041928721174; 0.6992700729927007; 0.8063973063973064; 0.6531986531986532; 0.7628865979381444; 0.7708333333333334; 0.742559523809524; 0.6861702127659575; 0.7678571428571429; 0.6781994047619049; 0.7085285848172445; 0.7924528301886793; 0.6740041928721174
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58823529 0.61764706 0.62184874 0.61344538 0.61864407]; 0.7027777777777777; 0.7055555555555556; 0.7809224318658281; 0.8200175592625111; 0.7861952861952862; 0.8274410774410775; 0.7263427109974425; 0.7593582887700535; 0.7004883929399401; 0.7150537634408601; 0.7687861271676301; 0.7079224753485209; 0.7802313354363827; 0.7777777777777778; 0.7809224318658281
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.66666667 0.63445378 0.62605042 0.6092437 ]; 0.6358543417366946; 0.7058823529411765; 0.7426624737945493; 0.7925445705024312; 0.8190954773869347; 0.7855946398659966; 0.6198830409356726; 0.6347305389221557; 0.6357863220926567; 0.7244094488188977; 0.7263157894736842; 0.7044752600063032; 0.7491057741440982; 0.7683438155136268; 0.7426624737945494
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; 10; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.61764706 0.59243697 0.63445378 0.6092437  0.61764706]; 0.5988857938718662; 0.6434540389972145; 0.6331236897274634; 0.5596707818930041; 0.45714285714285713; 0.6403361344537815; 0.5231788079470199; 0.44886363636363635; 0.59601651763537; 0.5816993464052288; 0.48633879781420764; 0.6465784898161948; 0.5569620253164557; 0.4612159329140461; 0.6331236897274634
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; 10; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.64583333 0.6125     0.6625     0.61666667 0.65      ]; 0.5875706214689266; 0.6384180790960452; 0.7237945492662474; 0.7588179218303146; 0.6633333333333333; 0.7891666666666667; 0.6178010471204188; 0.6243386243386243; 0.5848965848965848; 0.630057803468208; 0.6606060606060606; 0.6398268398268399; 0.7034327518289252; 0.6551362683438156; 0.7237945492662474
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.68333333 0.7        0.61666667 0.67226891 0.71008403]; 0.547752808988764; 0.6067415730337079; 0.7279874213836478; 0.7973977695167286; 0.717391304347826; 0.8177257525083612; 0.5540166204986149; 0.5376344086021505; 0.5482289690069576; 0.5857988165680474; 0.5823529411764706; 0.6056925996204934; 0.7076056338028169; 0.6582809224318659; 0.7279874213836479
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.65972222 0.60763889 0.68055556 0.61458333 0.64685315]; 0.6808510638297872; 0.6510638297872341; 0.6477987421383647; 0.656437625083389; 0.6842837273991655; 0.6418636995827538; 0.6575342465753425; 0.6101694915254238; 0.681153121831088; 0.6339285714285714; 0.6068376068376068; 0.6508764305374475; 0.6539649845520082; 0.6656184486373166; 0.6477987421383649
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.63636364 0.62237762 0.62587413 0.61971831]; 0.6125; 0.5958333333333333; 0.8013626834381551; 0.8519968676585747; 0.7619047619047619; 0.8676470588235293; 0.5279187817258882; 0.4369747899159664; 0.6110493784290576; 0.5402843601895735; 0.47107438016528924; 0.5968817278977706; 0.7750741839762612; 0.6844863731656184; 0.8013626834381552
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63286713 0.61888112 0.59440559 0.63986014 0.67832168]; 0.6276150627615062; 0.6359832635983264; 0.8186582809224319; 0.8742603550295858; 0.8265734265734266; 0.8811188811188811; 0.6212765957446809; 0.6517857142857143; 0.6290424634420698; 0.6233766233766234; 0.5669291338582677; 0.640607424071991; 0.8096809680968097; 0.7714884696016772; 0.8186582809224319
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.72027972 0.67832168 0.67832168 0.62237762]; 0.6764705882352942; 0.6596638655462185; 0.6719077568134172; 0.7167070217917675; 0.8268156424581006; 0.6731843575418994; 0.6882591093117408; 0.7142857142857143; 0.6764705882352942; 0.6848249027237354; 0.7394957983193278; 0.6596638655462185; 0.7096474953617812; 0.8018867924528302; 0.6719077568134172
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65972222 0.64685315 0.68881119 0.65734266 0.70979021]; 0.6554621848739496; 0.6134453781512605; 0.7285115303983228; 0.7672530446549392; 0.7918994413407822; 0.7597765363128492; 0.7284768211920529; 0.8870967741935484; 0.6453027730616865; 0.6891891891891893; 0.8947368421052632; 0.6247877758913414; 0.7504816955684008; 0.8165618448637316; 0.7285115303983227
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.61888112 0.67132867 0.65384615 0.65034965 0.61538462]; 0.6861924686192469; 0.6736401673640168; 0.7594339622641509; 0.7984189723320159; 0.8475524475524475; 0.7860139860139861; 0.6781115879828326; 0.6475409836065574; 0.6870183550511418; 0.6486486486486486; 0.6153846153846154; 0.6724464060529635; 0.7673593512417638; 0.7935010482180294; 0.7594339622641509
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65277778 0.61888112 0.62237762 0.61188811 0.66783217]; 0.6386554621848739; 0.5966386554621849; 0.6352201257861635; 0.6040061633281972; 0.547486033519553; 0.6410614525139665; 0.6416666666666667; 0.6581196581196581; 0.6389771844317298; 0.5897435897435898; 0.5702479338842975; 0.5970897789079608; 0.6072234762979684; 0.5639412997903563; 0.6352201257861635
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.61888112 0.61188811 0.64335664 0.62237762]; 0.5630252100840336; 0.5798319327731093; 0.769916142557652; 0.8199233716475096; 0.7472067039106145; 0.8358938547486033; 0.4090909090909091; 0.3157894736842105; 0.5530560271646859; 0.4505494505494505; 0.33064516129032256; 0.5907611771363893; 0.7360192423331329; 0.6415094339622641; 0.769916142557652
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61805556 0.60763889 0.59440559 0.59440559 0.61538462]; 0.6624472573839663; 0.6666666666666666; 0.8066037735849056; 0.8464912280701754; 0.8075313807531381; 0.8535564853556485; 0.6363636363636365; 0.6086956521739131; 0.6609052031361369; 0.6638297872340425; 0.639344262295082; 0.6674982181040627; 0.7975863960504663; 0.7620545073375262; 0.8066037735849056
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; 4; svd_reconstruct; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.59574468 0.5212766  0.5106383  0.4893617  0.54347826]; 0.5; 0.5576923076923077; 0.5628205128205128; 0.291970802919708; 0.17094017094017094; 0.5854700854700855; 0.2909090909090909; 0.19047619047619047; 0.5257936507936508; 0.3428571428571429; 0.23076923076923078; 0.5576923076923077; 0.3026584867075665; 0.18686868686868688; 0.56869476010101
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.53125    0.5625     0.55208333 0.48958333]; 0.5; 0.50625; 0.58625; 0.44871794871794873; 0.2916666666666667; 0.6416666666666667; 0.23076923076923078; 0.1411764705882353; 0.523921568627451; 0.24761904761904763; 0.1566265060240964; 0.5198716945704897; 0.36468330134357; 0.23284313725490197; 0.5934623849539816
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.63541667 0.61458333 0.59375    0.67708333]; 0.575; 0.55; 0.72625; 0.8029925187032418; 0.6708333333333333; 0.8354166666666667; 0.4603174603174603; 0.3815789473684211; 0.5657894736842105; 0.5068493150684932; 0.4157303370786517; 0.5670200981167905; 0.6745913818722139; 0.5604938271604938; 0.7283481794030318
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.54166667 0.54166667 0.51041667 0.56382979 0.56382979]; 0.5316455696202531; 0.45569620253164556; 0.6161616161616161; 0.71875; 0.773109243697479; 0.6974789915966386; 0.5487804878048781; 0.5844155844155844; 0.5329485329485328; 0.5; 0.5584415584415584; 0.45823312489979157; 0.6415094339622641; 0.6938775510204082; 0.616938775510204
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.61458333 0.56382979 0.58510638 0.56382979]; 0.5759493670886076; 0.47468354430379744; 0.7227848101265822; 0.8600405679513184; 0.8945147679324894; 0.8544303797468354; 0.49624060150375937; 0.44594594594594594; 0.5682110682110683; 0.4645161290322581; 0.46153846153846156; 0.47451923076923086; 0.7195902688860436; 0.7223650385604113; 0.722778529255268
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.60416667 0.64583333 0.625      0.5        0.59574468]; 0.5157232704402516; 0.5534591194968553; 0.7349246231155779; 0.8684759916492694; 0.8702928870292888; 0.8682008368200836; 0.5157232704402516; 0.5189873417721519; 0.5157436708860759; 0.5419354838709678; 0.5316455696202531; 0.5533227848101265; 0.7339218158890289; 0.7329974811083123; 0.7349197931857352
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.55208333 0.51041667 0.54166667 0.52083333]; 0.58125; 0.54375; 0.58; 0.32876712328767127; 0.2; 0.5916666666666667; 0.21176470588235297; 0.1323529411764706; 0.5226982097186701; 0.19780219780219782; 0.12; 0.5188235294117647; 0.28205128205128205; 0.17232375979112272; 0.5633801053152255
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.51041667 0.51041667 0.5        0.5       ]; 0.53125; 0.5; 0.535; 0.17490494296577946; 0.09583333333333334; 0.5479166666666667; 0.2990654205607477; 0.19753086419753085; 0.5354742928582591; 0.2156862745098039; 0.13580246913580246; 0.5046100953273949; 0.211864406779661; 0.12437810945273632; 0.5370634265856646
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.61458333 0.63541667 0.69791667 0.70212766]; 0.5786163522012578; 0.5974842767295597; 0.7324120603015075; 0.7929292929292928; 0.6569037656903766; 0.8284518828451883; 0.5379310344827586; 0.5; 0.5771604938271605; 0.5897435897435898; 0.5542168674698795; 0.5994768547875713; 0.6944045911047345; 0.605; 0.7330555555555556
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.58333333 0.54861111 0.53521127 0.52816901 0.47183099]; 0.5630252100840336; 0.46638655462184875; 0.5310924369747899; 0.2717149220489978; 0.17086834733893558; 0.5420168067226891; 0.22388059701492535; 0.13636363636363635; 0.5330255681818181; 0.19108280254777069; 0.11450381679389313; 0.505850039238068; 0.24594594594594596; 0.15217391304347827; 0.5330126321974148
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54861111 0.52777778 0.53472222 0.54929577 0.55633803]; 0.5672268907563025; 0.5588235294117647; 0.5855704697986577; 0.36160714285714285; 0.22625698324022347; 0.6005586592178771; 0.24817518248175183; 0.1559633027522936; 0.5353459924614181; 0.23357664233576644; 0.1415929203539823; 0.5387964601769911; 0.3157894736842105; 0.19655172413793104; 0.5754000450755015
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.70833333 0.65277778 0.59722222 0.69014085 0.64788732]; 0.5840336134453782; 0.5840336134453782; 0.74748322147651; 0.8319738988580749; 0.7122905027932961; 0.8561452513966481; 0.5676855895196506; 0.6074766355140186; 0.5861810658486124; 0.5676855895196506; 0.5603448275862069; 0.5834511023176936; 0.7189542483660131; 0.6626506024096386; 0.7454005876205313
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.59722222 0.625      0.61805556 0.63194444 0.67361111]; 0.5541666666666667; 0.4875; 0.6133333333333333; 0.6628242074927954; 0.6388888888888888; 0.6749999999999999; 0.5770750988142292; 0.6033057851239669; 0.5537537328981179; 0.5020242914979758; 0.47692307692307695; 0.4884615384615385; 0.6113902847571191; 0.5973813420621932; 0.6136312482806722
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.5625     0.54166667 0.65972222 0.59027778]; 0.5125; 0.5; 0.7225; 0.8766066838046273; 0.9472222222222222; 0.8666666666666666; 0.5447470817120623; 0.56; 0.5104347826086957; 0.5522388059701493; 0.556390977443609; 0.4931487597498419; 0.7444359171143515; 0.7847896440129449; 0.7205735161645481
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.57638889 0.52777778 0.64583333 0.56338028 0.58450704]; 0.46218487394957986; 0.5672268907563025; 0.7030201342281879; 0.8383705650459921; 0.8910614525139665; 0.8282122905027933; 0.4796747967479675; 0.48760330578512395; 0.4617503708412799; 0.5579399141630901; 0.5371900826446281; 0.5677403404676131; 0.714516129032258; 0.7383333333333333; 0.7027815315315316
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.54929577 0.53521127 0.55633803 0.53521127 0.55714286]; 0.5508474576271186; 0.614406779661017; 0.5610169491525424; 0.32985386221294366; 0.2231638418079096; 0.5466101694915254; 0.3026315789473684; 0.2; 0.5421487603305785; 0.3546099290780142; 0.2358490566037736; 0.5794629898403484; 0.3290155440414508; 0.22086956521739132; 0.5525835429392741
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; 6; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.47887324 0.52112676 0.49295775 0.50704225 0.50704225]; 0.5720338983050848; 0.5338983050847458; 0.560067681895093; 0.23325062034739452; 0.1323943661971831; 0.5647887323943662; 0.34838709677419355; 0.24107142857142858; 0.5560195852534563; 0.24657534246575344; 0.16216216216216217; 0.5130810810810812; 0.26136363636363635; 0.15916955017301038; 0.5514390797222668
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63194444 0.56944444 0.5625     0.64583333 0.71126761]; 0.5857740585774058; 0.5815899581589958; 0.7224080267558528; 0.7837398373983738; 0.6713091922005571; 0.8147632311977716; 0.5520361990950226; 0.5041322314049587; 0.5868118784143437; 0.537037037037037; 0.4603174603174603; 0.5885658098047478; 0.6844106463878327; 0.594059405940594; 0.7241483470380936
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.49479167 0.53157895 0.53157895 0.53684211 0.57368421]; 0.5110410094637224; 0.5457413249211357; 0.5510718789407314; 0.2365988909426987; 0.13445378151260504; 0.5661764705882353; 0.2857142857142857; 0.1949685534591195; 0.5120412387548762; 0.43307086614173224; 0.3160919540229885; 0.5706333895989069; 0.2964426877470356; 0.18541409147095178; 0.5586015116299419
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.55729167 0.53125    0.5625     0.5        0.51578947]; 0.5471698113207547; 0.5283018867924528; 0.5722361809045227; 0.3292894280762565; 0.19874476987447698; 0.5951882845188284; 0.32075471698113206; 0.2236842105263158; 0.5335288522511097; 0.33035714285714285; 0.22023809523809523; 0.5467857142857143; 0.32773938795656465; 0.20802005012531327; 0.5731536018888531
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.57894737 0.58421053 0.57368421 0.56842105 0.61170213]; 0.5474683544303798; 0.5316455696202531; 0.7069620253164557; 0.7817258883248732; 0.6497890295358649; 0.818565400843882; 0.483754512635379; 0.41358024691358025; 0.5509459676126343; 0.44776119402985076; 0.375; 0.5336538461538461; 0.6526631657914478; 0.5464824120603015; 0.7081901856219875
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52604167 0.58333333 0.56770833 0.578125   0.54166667]; 0.528125; 0.51875; 0.545; 0.35419847328244275; 0.24166666666666667; 0.559375; 0.233502538071066; 0.14465408805031446; 0.5257431930934802; 0.2596153846153846; 0.17088607594936708; 0.5144553836536959; 0.3132075471698113; 0.20828105395232122; 0.5437420213721755
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.56770833 0.52604167 0.56315789 0.50526316 0.54210526]; 0.5188679245283019; 0.5628930817610063; 0.7484276729559748; 0.8947368421052632; 0.9622641509433962; 0.8867924528301888; 0.5539358600583091; 0.5900621118012422; 0.5179609922063536; 0.5696594427244581; 0.5679012345679012; 0.5627967711301044; 0.7635933806146573; 0.8075; 0.7480537974683544
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.56770833 0.55208333 0.64583333 0.59895833 0.55208333]; 0.496875; 0.578125; 0.729375; 0.8668610301263363; 0.9291666666666667; 0.8572916666666667; 0.5222551928783383; 0.5398773006134969; 0.4960532999882772; 0.5945945945945946; 0.6149068322981367; 0.5778936677213954; 0.7451442024720424; 0.7873134328358209; 0.7290838520963024
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.50526316 0.52105263 0.54736842 0.50526316 0.52631579]; 0.5411392405063291; 0.5348101265822784; 0.5353982300884956; 0.18114602587800369; 0.1031578947368421; 0.5336842105263158; 0.32558139534883723; 0.22012578616352202; 0.5431839121900413; 0.334841628959276; 0.23417721518987342; 0.5348101265822784; 0.24769703172978505; 0.1527777777777778; 0.5358825597749648
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.55208333 0.54210526 0.53684211 0.52631579 0.57894737]; 0.5078864353312302; 0.5488958990536278; 0.5851197982345523; 0.44167962674961114; 0.29831932773109243; 0.6228991596638656; 0.1875; 0.10909090909090909; 0.5249401913875599; 0.2513089005235602; 0.16; 0.5291017964071856; 0.35867446393762187; 0.23261694058154236; 0.584232998592658
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.66145833 0.609375   0.68229167 0.66666667 0.60526316]; 0.5297805642633229; 0.5862068965517241; 0.7299498746867168; 0.8193939393939395; 0.7056367432150313; 0.8444676409185805; 0.5; 0.41899441340782123; 0.5452114924181963; 0.47619047619047616; 0.4411764705882353; 0.5675827708132434; 0.6870007262164125; 0.5957178841309824; 0.729280388449531
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52521008 0.51680672 0.53361345 0.54201681 0.54661017]; 0.5444444444444444; 0.5527777777777778; 0.5780922431865828; 0.3220338983050848; 0.1919191919191919; 0.5959595959595959; 0.3166666666666667; 0.21839080459770116; 0.5339265850945495; 0.36363636363636365; 0.24731182795698925; 0.5633110863922877; 0.3297252289758535; 0.20754716981132076; 0.5780922431865829
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55882353 0.53781513 0.55882353 0.53361345 0.53389831]; 0.5361111111111111; 0.5111111111111111; 0.5812368972746331; 0.3870967741935484; 0.24242424242424243; 0.6161616161616162; 0.27074235807860264; 0.16666666666666666; 0.5488505747126438; 0.2; 0.12643678160919541; 0.4987022617723396; 0.3302598491198659; 0.20649895178197064; 0.5812368972746331
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.59583333 0.57916667 0.55882353 0.62605042 0.6512605 ]; 0.5462184873949579; 0.5630252100840336; 0.7237945492662474; 0.79037111334002; 0.6599664991624791; 0.8249581239530989; 0.4635761589403974; 0.38461538461538464; 0.5494505494505495; 0.5; 0.44571428571428573; 0.5607692307692308; 0.6728739913097455; 0.5681341719077568; 0.7237945492662473
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59663866 0.61344538 0.62605042 0.62184874 0.58403361]; 0.5153203342618384; 0.4568245125348189; 0.5623689727463312; 0.5165975103734439; 0.4184873949579832; 0.6084033613445379; 0.3203125; 0.2342857142857143; 0.508447204968944; 0.3010752688172043; 0.22826086956521738; 0.4627018633540372; 0.4429619746497665; 0.3480083857442348; 0.5623689727463312
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6125     0.48739496 0.55882353 0.53781513 0.55882353]; 0.5167597765363129; 0.5418994413407822; 0.7290356394129979; 0.8608964451313755; 0.9345637583892618; 0.848993288590604; 0.509915014164306; 0.4891304347826087; 0.5175537231384307; 0.5260115606936416; 0.5229885057471264; 0.5413855572213893; 0.7405920722528851; 0.7735849056603774; 0.7290356394129979
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52083333 0.54166667 0.52941176 0.59663866 0.53781513]; 0.5322128851540616; 0.5406162464985994; 0.7311320754716981; 0.8584758942457231; 0.9246231155778895; 0.847571189279732; 0.5322128851540616; 0.5397727272727273; 0.5323173028628829; 0.5638297872340424; 0.585635359116022; 0.5399767704671019; 0.7459138187221398; 0.789308176100629; 0.7311320754716981
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; 10; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.5375     0.55416667 0.54583333 0.54583333 0.56666667]; 0.5056497175141242; 0.536723163841808; 0.5435010482180294; 0.3651551312649165; 0.255; 0.5566666666666666; 0.12935323383084577; 0.07103825136612021; 0.5208992426421245; 0.13684210526315788; 0.07602339181286549; 0.5216182532834819; 0.2912937347436941; 0.18763102725366876; 0.5435010482180294
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52916667 0.5125     0.5        0.54621849 0.54621849]; 0.5350140056022409; 0.5322128851540616; 0.5628930817610063; 0.29535864978902954; 0.17587939698492464; 0.5804020100502513; 0.31404958677685946; 0.20994475138121546; 0.5396314665996986; 0.3070539419087137; 0.21022727272727273; 0.5277655700652938; 0.3015075376884423; 0.18867924528301888; 0.5628930817610063
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.59583333 0.60833333 0.61344538 0.62605042 0.66386555]; 0.6162464985994398; 0.5378151260504201; 0.7117400419287212; 0.7459016393442623; 0.609715242881072; 0.7922948073701843; 0.591044776119403; 0.5657142857142857; 0.6152747252747254; 0.5378151260504201; 0.5274725274725275; 0.538021978021978; 0.670263788968825; 0.5859538784067087; 0.7117400419287212
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52447552 0.52797203 0.52097902 0.53496503 0.55944056]; 0.5481171548117155; 0.5439330543933054; 0.5424528301886793; 0.3223140495867769; 0.21818181818181817; 0.5412587412587413; 0.1692307692307692; 0.09482758620689655; 0.5352186711522288; 0.20437956204379562; 0.11382113821138211; 0.556910569105691; 0.2931174089068826; 0.18972746331236898; 0.5424528301886792
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.53146853 0.52797203 0.53146853 0.56643357 0.52797203]; 0.49372384937238495; 0.5606694560669456; 0.5697064989517819; 0.302461899179367; 0.18041958041958042; 0.583916083916084; 0.30857142857142855; 0.2231404958677686; 0.4971634682728673; 0.45595854922279794; 0.3728813559322034; 0.5583415044123826; 0.3276003276003276; 0.20964360587002095; 0.569706498951782
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.60839161 0.56993007 0.61538462 0.59090909 0.55594406]; 0.5690376569037657; 0.5439330543933054; 0.7442348008385744; 0.7696160267111853; 0.6447552447552447; 0.806993006993007; 0.5381165919282511; 0.5172413793103449; 0.5675637790860668; 0.49302325581395356; 0.43089430894308944; 0.5473437061956826; 0.7017114914425429; 0.6016771488469602; 0.7442348008385744
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59375    0.5034965  0.56643357 0.58741259 0.56993007]; 0.5336134453781513; 0.4957983193277311; 0.5807127882599581; 0.5530243519245875; 0.49162011173184356; 0.6026536312849162; 0.4931506849315069; 0.4251968503937008; 0.5414272540256793; 0.3814432989690722; 0.3333333333333333; 0.4855643044619422; 0.5255041518386714; 0.4643605870020964; 0.5807127882599581
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; 12; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.53472222 0.50694444 0.57638889 0.55208333 0.55594406]; 0.5148936170212766; 0.6340425531914894; 0.7861635220125787; 0.8678526048284625; 0.9499304589707928; 0.8553546592489568; 0.5403225806451614; 0.5982142857142857; 0.518619337979094; 0.6614173228346457; 0.6829268292682927; 0.6316419860627178; 0.8034682080924855; 0.8742138364779874; 0.7861635220125787
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.55555556 0.61458333 0.55594406 0.58041958 0.54195804]; 0.48945147679324896; 0.5063291139240507; 0.7431865828092243; 0.8297297297297298; 0.8563458856345886; 0.8242677824267783; 0.5101214574898786; 0.5206611570247934; 0.48877885437446567; 0.49350649350649345; 0.49137931034482757; 0.5060202336848105; 0.7497446373850868; 0.7693920335429769; 0.7431865828092244
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.58680556 0.51041667 0.50699301 0.53846154 0.56293706]; 0.540084388185654; 0.5063291139240507; 0.5414046121593291; 0.31322751322751324; 0.20641562064156208; 0.5474198047419805; 0.24827586206896549; 0.14754098360655737; 0.5520313613684961; 0.12030075187969924; 0.06956521739130435; 0.49379900213827516; 0.2845461978740801; 0.18238993710691823; 0.5414046121593291
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51748252 0.52447552 0.53846154 0.52097902 0.50704225]; 0.5625; 0.55; 0.5838574423480084; 0.3156654888103651; 0.1876750700280112; 0.5931372549019608; 0.3558282208588957; 0.24166666666666667; 0.5625; 0.29870129870129875; 0.19166666666666668; 0.55; 0.3190394511149228; 0.1949685534591195; 0.5838574423480083
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.60839161 0.59090909 0.5979021  0.53496503 0.62587413]; 0.48535564853556484; 0.5481171548117155; 0.7316561844863732; 0.7579672695951766; 0.6153846153846154; 0.8034965034965036; 0.4896265560165975; 0.48360655737704916; 0.4853930222782682; 0.5263157894736842; 0.5128205128205128; 0.5473938629676335; 0.6858895705521473; 0.5859538784067087; 0.7316561844863732
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56722689 0.52521008 0.53361345 0.55462185 0.50420168]; 0.584958217270195; 0.5988857938718662; 0.5639412997903563; 0.49102927289896126; 0.4369747899159664; 0.5470588235294118; 0.563049853372434; 0.5274725274725275; 0.5857701620413485; 0.5471698113207546; 0.4915254237288136; 0.5974110635127584; 0.5157159487776484; 0.4643605870020964; 0.5639412997903563
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.90416667 0.875      0.89166667 0.89583333 0.91176471]; 0.5267605633802817; 0.49295774647887325; 0.8176100628930818; 1.0; 1.0; 1.0; 0.5778894472361809; 0.625; 0.5230263157894737; 0.5522388059701493; 0.6491228070175439; 0.4984744469870328; 0.8258258258258259; 0.8647798742138365; 0.8176100628930817
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.91176471 0.90336134 0.92016807 0.92436975 0.93220339]; 0.5388888888888889; 0.5611111111111111; 0.8291404612159329; 0.9983136593591906; 0.9966329966329966; 0.9983164983164983; 0.6278026905829596; 0.7526881720430108; 0.5315164998146088; 0.6376146788990826; 0.7988505747126436; 0.5687801260659993; 0.8423597678916828; 0.9129979035639413; 0.8291404612159329
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67226891 0.68067227 0.63865546 0.68907563 0.71428571]; 0.5431754874651811; 0.479108635097493; 0.749475890985325; 0.8954732510288066; 0.9142857142857143; 0.8932773109243697; 0.5879396984924623; 0.6536312849162011; 0.5434823091247672; 0.5313283208020051; 0.5888888888888889; 0.4788019863438858; 0.7624254473161033; 0.8039832285115304; 0.7494758909853249
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.60504202 0.68487395 0.68487395 0.66386555 0.64285714]; 0.5348189415041783; 0.47075208913649025; 0.8034591194968553; 0.9848993288590604; 0.9865546218487395; 0.9848739495798319; 0.5856079404466502; 0.6310160427807486; 0.5306243004601418; 0.5052083333333334; 0.563953488372093; 0.4744901131700038; 0.810510358767054; 0.8406708595387841; 0.8034591194968552
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71428571 0.65546218 0.63445378 0.65966387 0.65677966]; 0.5166666666666667; 0.5027777777777778; 0.8087002096436059; 0.9899497487437187; 0.9949494949494949; 0.9898989898989898; 0.5671641791044776; 0.6229508196721312; 0.5148652403445402; 0.5491183879093198; 0.615819209039548; 0.5046309159951838; 0.81685900652283; 0.8532494758909853; 0.8087002096436058
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.81932773 0.8487395  0.83613445 0.83613445 0.89495798]; 0.5515320334261838; 0.5654596100278552; 0.7819706498951782; 0.9163144547759933; 0.9109243697478991; 0.9168067226890756; 0.6063569682151589; 0.7126436781609196; 0.5563218390804598; 0.6338028169014085; 0.7297297297297297; 0.5602671637154396; 0.7938553022794846; 0.839622641509434; 0.7819706498951782
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.90416667 0.92083333 0.87394958 0.92436975 0.90336134]; 0.5350140056022409; 0.5406162464985994; 0.8181341719077568; 0.9856781802864365; 0.9798994974874372; 0.9857621440536013; 0.5891089108910892; 0.6685393258426966; 0.5353869813571025; 0.5920398009950248; 0.664804469273743; 0.5402674031761974; 0.8258906171600603; 0.8626834381551363; 0.8181341719077568
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92436975 0.91176471 0.91596639 0.90756303 0.93697479]; 0.5515320334261838; 0.5348189415041783; 0.8228511530398323; 0.9915540540540541; 0.9865546218487395; 0.9915966386554622; 0.6157517899761337; 0.6789473684210526; 0.5436156960448458; 0.6014319809069212; 0.7455621301775148; 0.5464652756150732; 0.8328387734915924; 0.8825995807127882; 0.8228511530398323
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56993007 0.54545455 0.54895105 0.54195804 0.56690141]; 0.5875; 0.5208333333333334; 0.5628930817610063; 0.5295902883156297; 0.4887955182072829; 0.5658263305322129; 0.5217391304347826; 0.4778761061946903; 0.5814577381367152; 0.4549763033175355; 0.3779527559055118; 0.5296843425545258; 0.5195852534562212; 0.4727463312368973; 0.5628930817610063
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.89930556 0.92307692 0.86713287 0.91258741 0.90559441]; 0.5252100840336135; 0.5588235294117647; 0.8857442348008385; 1.0; 1.0; 1.0; 0.5670498084291188; 0.6166666666666667; 0.5244350282485876; 0.6181818181818182; 0.7203389830508474; 0.5601694915254237; 0.8892276422764228; 0.9171907756813418; 0.8857442348008386
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.93055556 0.92307692 0.91258741 0.94055944 0.91258741]; 0.4957983193277311; 0.5546218487394958; 0.8794549266247379; 0.9972027972027971; 0.9958100558659218; 0.9972067039106145; 0.562043795620438; 0.6470588235294118; 0.4957983193277311; 0.6074074074074074; 0.6890756302521008; 0.5546218487394958; 0.8834853090172238; 0.9140461215932913; 0.8794549266247378
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.64685315 0.64335664 0.63286713 0.63732394]; 0.4625; 0.5125; 0.6740041928721174; 0.7438692098092643; 0.7647058823529411; 0.7366946778711484; 0.5714285714285715; 0.7350427350427351; 0.46914738378153015; 0.6285714285714286; 0.8048780487804879; 0.5050031269543465; 0.7015355086372361; 0.7662473794549266; 0.6740041928721173
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.65734266 0.64685315 0.65734266 0.66901408]; 0.5; 0.525; 0.8731656184486373; 0.9944055944055945; 0.9957983193277311; 0.9943977591036415; 0.5555555555555556; 0.5952380952380952; 0.4949874686716792; 0.5546875000000001; 0.6228070175438597; 0.529657477025898; 0.8762781186094069; 0.8983228511530398; 0.8731656184486374
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66083916 0.63986014 0.68881119 0.67832168 0.65492958]; 0.5083333333333333; 0.5291666666666667; 0.8574423480083857; 0.9714683368128044; 0.9775910364145658; 0.9712885154061626; 0.5755395683453237; 0.6299212598425197; 0.5008013378858616; 0.5498007968127491; 0.6106194690265486; 0.5336561912061877; 0.8616480162767041; 0.8878406708595388; 0.8574423480083857
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86013986 0.8041958  0.84265734 0.82517483 0.82042254]; 0.5458333333333333; 0.5208333333333334; 0.80083857442348; 0.8864628820960698; 0.8529411764705882; 0.8907563025210085; 0.5947955390334572; 0.6722689075630253; 0.5468782554344052; 0.5306122448979592; 0.5371900826446281; 0.5206958816584485; 0.798728813559322; 0.790356394129979; 0.80083857442348
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.9020979  0.85314685 0.91258741 0.88811189 0.90140845]; 0.5625; 0.55; 0.8784067085953878; 0.986591390261115; 0.9789915966386554; 0.9866946778711486; 0.5531914893617021; 0.5855855855855856; 0.5641106222501572; 0.5714285714285714; 0.5581395348837209; 0.5493400377121308; 0.8781512605042018; 0.8763102725366876; 0.8784067085953878
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.93055556 0.92708333 0.91608392 0.87762238 0.8986014 ]; 0.4936708860759494; 0.48945147679324896; 0.8663522012578616; 0.9902370990237099; 0.9902370990237099; 0.99023709902371; 0.5454545454545454; 0.6260869565217392; 0.4974697077690663; 0.5724381625441696; 0.6639344262295082; 0.48414112615823235; 0.8712771327612315; 0.9046121593291404; 0.8663522012578615
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.54166667 0.5625     0.5625     0.54166667]; 0.5; 0.59375; 0.56125; 0.43715846994535523; 0.3333333333333333; 0.5708333333333333; 0.38461538461538464; 0.27472527472527475; 0.5359133620003186; 0.4144144144144144; 0.3026315789473684; 0.5798872180451128; 0.4217462932454695; 0.3144963144963145; 0.5656451038130428
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.65625    0.66666667 0.77083333 0.73958333]; 0.575; 0.575; 0.83; 1.0; 1.0; 1.0; 0.5853658536585366; 0.6; 0.5750000000000001; 0.6222222222222222; 0.7088607594936709; 0.5766526019690577; 0.8349514563106796; 0.8621553884711779; 0.830080188001175
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.82291667 0.70833333 0.71276596 0.76595745 0.69148936]; 0.5506329113924051; 0.620253164556962; 0.8278481012658228; 0.9894736842105263; 0.9915611814345991; 0.989451476793249; 0.5170068027210885; 0.5352112676056338; 0.5492148292051158; 0.6341463414634146; 0.65; 0.6198717948717949; 0.8269720101781171; 0.8376288659793815; 0.8280184130891933
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.51041667 0.625      0.53125    0.60416667 0.65957447]; 0.610062893081761; 0.5345911949685535; 0.7525125628140703; 0.8762677484787019; 0.9037656903765691; 0.8723849372384938; 0.5974025974025974; 0.5897435897435898; 0.6096866096866097; 0.5; 0.45121951219512196; 0.5372980677858726; 0.7522012578616354; 0.7493734335839599; 0.7525204699405946
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; 4; ica_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.5        0.5        0.58510638 0.60638298 0.57446809]; 0.5064102564102564; 0.5512820512820513; 0.8120204603580563; 1.0; 1.0; 1.0; 0.49673202614379086; 0.5135135135135135; 0.5067567567567568; 0.6022727272727273; 0.6235294117647059; 0.5441590720795361; 0.8160200250312891; 0.8274111675126904; 0.8119014600450052
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.62765957 0.41489362 0.4893617  0.57446809 0.5212766 ]; 0.4166666666666667; 0.5192307692307693; 0.7736572890025576; 0.9765458422174841; 0.9744680851063829; 0.976595744680851; 0.43478260869565216; 0.44871794871794873; 0.41666666666666663; 0.5664739884393064; 0.550561797752809; 0.5140868690256583; 0.7795765877957658; 0.7786069651741293; 0.7735140089028542
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.75531915 0.76595745 0.74468085 0.74468085 0.75531915]; 0.5705128205128205; 0.6025641025641025; 0.6879795396419437; 0.7731755424063116; 0.8340425531914893; 0.7553191489361701; 0.6794258373205742; 0.8352941176470589; 0.5444076222038111; 0.6804123711340205; 0.868421052631579; 0.6092105263157894; 0.7318681318681319; 0.8409090909090909; 0.6859985869053227
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.70833333 0.75       0.71875    0.73958333]; 0.56875; 0.5; 0.79; 0.9604989604989606; 0.9625; 0.9604166666666666; 0.6011560693641619; 0.6842105263157895; 0.5742481203007519; 0.5604395604395604; 0.6710526315789473; 0.5081453634085213; 0.799043062200957; 0.8520408163265306; 0.791216486594638
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.70833333 0.73958333 0.67021277 0.73404255 0.73404255]; 0.5506329113924051; 0.5063291139240507; 0.7784810126582279; 0.9462809917355373; 0.9662447257383966; 0.9451476793248945; 0.5748502994011976; 0.631578947368421; 0.553594351732991; 0.5357142857142858; 0.569620253164557; 0.5063291139240507; 0.7863247863247863; 0.8214285714285714; 0.7788047379755922
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.59027778 0.56944444 0.61971831 0.57746479 0.5915493 ]; 0.6134453781512605; 0.6218487394957983; 0.6016806722689075; 0.4612546125461255; 0.35014005602240894; 0.5910364145658263; 0.6260162601626017; 0.6754385964912281; 0.615945104697227; 0.6538461538461539; 0.68; 0.6187610619469026; 0.5477099236641222; 0.4815436241610738; 0.601882923191648
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; 6; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64788732 0.67605634 0.5915493  0.61267606 0.66197183]; 0.6059322033898306; 0.6016949152542372; 0.8367174280879864; 0.9915492957746479; 0.9915492957746479; 0.9915492957746479; 0.6294820717131474; 0.6929824561403509; 0.6087863100373886; 0.6115702479338844; 0.6379310344827587; 0.6022988505747127; 0.8395677472984207; 0.8632478632478633; 0.8369840656272817
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.74305556 0.73611111 0.72916667 0.79577465 0.74647887]; 0.6176470588235294; 0.5546218487394958; 0.8145973154362416; 0.9668508287292817; 0.9776536312849162; 0.9664804469273743; 0.6513409961685824; 0.7024793388429752; 0.6161969343787526; 0.5619834710743802; 0.6126126126126126; 0.5582748102433142; 0.8198859005704972; 0.8525423728813559; 0.814975505377555
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54861111 0.56944444 0.57042254 0.5915493  0.48591549]; 0.5084033613445378; 0.5126050420168067; 0.5445378151260504; 0.5604551920341394; 0.5518207282913166; 0.5672268907563025; 0.49785407725321895; 0.5132743362831859; 0.5086371681415929; 0.48672566371681414; 0.4296875; 0.5193892045454546; 0.5335628227194492; 0.5183946488294314; 0.5446702973876887
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.51388889 0.5        0.45774648 0.51408451 0.47183099]; 0.48945147679324896; 0.510548523206751; 0.8001686340640809; 1.0; 1.0; 1.0; 0.48068669527896996; 0.4666666666666667; 0.4897435897435897; 0.5206611570247934; 0.5431034482758621; 0.5112211456255343; 0.8003369839932604; 0.8023648648648649; 0.8001723314223315
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.45138889 0.58333333 0.52112676 0.42253521 0.48591549]; 0.4369747899159664; 0.46638655462184875; 0.7714285714285715; 0.9845722300140252; 0.9831932773109243; 0.9845938375350141; 0.42241379310344823; 0.4188034188034188; 0.43667443667443673; 0.4980237154150198; 0.5384615384615384; 0.4675778766687857; 0.7729549248747912; 0.7834179357021996; 0.7715086339612834
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.71126761 0.69014085 0.66901408 0.73943662 0.69014085]; 0.5550847457627118; 0.5847457627118644; 0.6903553299492385; 0.7751724137931034; 0.7915492957746478; 0.7704225352112676; 0.5714285714285715; 0.6542056074766355; 0.5635369122654494; 0.6141732283464566; 0.6782608695652174; 0.5870643190801293; 0.7009803921568627; 0.7435008665511266; 0.6915851440193649
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.74305556 0.70138889 0.73611111 0.75352113 0.76056338]; 0.5294117647058824; 0.6050420168067226; 0.7894295302013423; 0.9363507779349364; 0.9245810055865922; 0.9371508379888268; 0.4716981132075472; 0.42016806722689076; 0.5294117647058824; 0.5688073394495413; 0.5688073394495413; 0.6022331270891118; 0.7792436235708005; 0.7559726962457338; 0.7888774372317778
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.70138889 0.66666667 0.66666667 0.63888889 0.65972222]; 0.5916666666666667; 0.5166666666666667; 0.775; 0.9239130434782609; 0.9444444444444444; 0.9222222222222223; 0.6643835616438356; 0.7578125; 0.5797991071428572; 0.5671641791044776; 0.6440677966101694; 0.5187552097804946; 0.7916666666666667; 0.8465346534653465; 0.7742774277427742
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.515625   0.578125   0.61578947 0.56842105 0.58421053]; 0.6163522012578616; 0.6289308176100629; 0.5911949685534591; 0.49257425742574257; 0.4171907756813417; 0.5702306079664571; 0.5933333333333334; 0.5174418604651163; 0.6251592863969417; 0.5874125874125874; 0.525; 0.6295886075949367; 0.5337159253945479; 0.45982694684796044; 0.5935498370603439
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.63541667 0.63157895 0.63684211 0.7        0.65789474]; 0.637223974763407; 0.6088328075709779; 0.8467843631778058; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.6778711484593838; 0.7423312883435583; 0.6341526571587922; 0.6196319018404908; 0.6516129032258065; 0.6097570688968539; 0.8513761467889908; 0.8765743073047859; 0.8467467496119889
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.671875   0.69791667 0.74210526 0.63684211 0.64736842]; 0.610062893081761; 0.5974842767295597; 0.8176100628930818; 0.9605809128630706; 0.9706498951781971; 0.9601677148846961; 0.6025641025641025; 0.5949367088607594; 0.6099683544303798; 0.607361963190184; 0.6305732484076433; 0.5978953198559956; 0.818976279650437; 0.8282828282828283; 0.8176501860712388
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.49479167 0.53125    0.5        0.515625   0.515625  ]; 0.51875; 0.546875; 0.55375; 0.5404208194905871; 0.5083333333333333; 0.5677083333333333; 0.49006622516556286; 0.4805194805194805; 0.51736817399468; 0.5645645645645646; 0.5529411764705883; 0.5464705882352942; 0.5357607282184655; 0.5124378109452736; 0.5539575989399735
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.56770833 0.46875    0.51041667 0.53125    0.46875   ]; 0.54375; 0.4875; 0.80625; 1.0; 1.0; 1.0; 0.5521472392638037; 0.5844155844155844; 0.5452198404005633; 0.4875; 0.5032258064516129; 0.4879765395894428; 0.8069738480697384; 0.8212927756653993; 0.8064540327155603
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.52105263 0.47894737 0.46315789 0.49473684 0.51595745]; 0.47151898734177217; 0.49683544303797467; 0.7892405063291139; 0.9925925925925926; 0.989451476793249; 0.9926160337552743; 0.4797507788161994; 0.5167785234899329; 0.4739581240204156; 0.4820846905537459; 0.4713375796178344; 0.4966750791170933; 0.7883026064844247; 0.7948717948717948; 0.7893108974358973
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.74479167 0.73958333 0.69473684 0.70526316 0.68421053]; 0.5660377358490566; 0.5691823899371069; 0.679874213836478; 0.7728155339805826; 0.8343815513626834; 0.7547169811320755; 0.6368421052631579; 0.7245508982035929; 0.5576396875123925; 0.6204986149584487; 0.7368421052631579; 0.5762523779327837; 0.712591756070017; 0.792713567839196; 0.679732098781059
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.68947368 0.73157895 0.75263158 0.71578947 0.72340426]; 0.6360759493670886; 0.620253164556962; 0.7974683544303798; 0.9087003222341568; 0.8924050632911392; 0.910337552742616; 0.6254071661237784; 0.6075949367088608; 0.6360759493670887; 0.6; 0.5590062111801242; 0.6214385894610298; 0.7919375812743824; 0.7679697351828499; 0.7975808015177275
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.72916667 0.65104167 0.703125   0.68947368 0.7       ]; 0.60062893081761; 0.6415094339622641; 0.7945979899497487; 0.9073275862068966; 0.8807531380753139; 0.9100418410041841; 0.5836065573770491; 0.5460122699386503; 0.6020383930338413; 0.6013986013986014; 0.5477707006369427; 0.6403449776476638; 0.7847267939433838; 0.7468671679197995; 0.794718218720605
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.53361345 0.64285714 0.54201681 0.58823529 0.61864407]; 0.6222222222222222; 0.6111111111111112; 0.6016771488469602; 0.544256120527307; 0.48653198653198654; 0.5925925925925926; 0.5466666666666666; 0.5; 0.6122448979591837; 0.5930232558139534; 0.5204081632653061; 0.6199601791936287; 0.5545134818288394; 0.49580712788259956; 0.6016771488469601
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; 10; ica_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.71666667 0.66666667 0.59583333 0.65       0.62083333]; 0.5903954802259888; 0.6214689265536724; 0.8448637316561844; 0.9858215179316098; 0.985; 0.9858333333333333; 0.6347607052896725; 0.6666666666666666; 0.5848484848484848; 0.6171428571428571; 0.6545454545454545; 0.6235690235690236; 0.8478931140801644; 0.8647798742138365; 0.8448637316561844
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.71666667 0.725      0.67083333 0.6625     0.725     ]; 0.615819209039548; 0.6101694915254238; 0.8296645702306079; 0.9577464788732394; 0.9633333333333334; 0.9575; 0.6304347826086958; 0.651685393258427; 0.6156154239019409; 0.6145251396648044; 0.625; 0.6102528089887641; 0.8318675633729954; 0.8427672955974843; 0.8296645702306079
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55042017 0.54201681 0.57142857 0.52521008 0.52521008]; 0.48746518105849584; 0.5487465181058496; 0.5618448637316562; 0.4262295081967213; 0.3058823529411765; 0.5882352941176471; 0.2755905511811023; 0.18518518518518517; 0.5043572984749455; 0.3520000000000001; 0.25882352941176473; 0.5341736694677871; 0.38438880706921946; 0.27358490566037735; 0.5618448637316562
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; 10; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.55833333 0.56666667 0.50833333 0.57142857 0.5210084 ]; 0.45786516853932585; 0.5028089887640449; 0.8034591194968553; 0.9958088851634534; 0.9933110367892977; 0.995819397993311; 0.46537396121883656; 0.4692737430167598; 0.45780071331628946; 0.5150684931506849; 0.5310734463276836; 0.5029668907616072; 0.8045857217300678; 0.8092243186582809; 0.8034591194968554
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.47916667 0.52941176 0.49159664 0.44957983 0.45378151]; 0.5279329608938548; 0.4888268156424581; 0.8113207547169812; 0.9932885906040269; 0.9932885906040269; 0.9932885906040267; 0.5420054200542005; 0.5555555555555556; 0.5277777777777778; 0.5093833780160858; 0.5337078651685393; 0.4890761548064918; 0.8138572905894519; 0.8249475890985325; 0.8113207547169812
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.72268908 0.67226891 0.68487395 0.65254237]; 0.6833333333333333; 0.6305555555555555; 0.7085953878406709; 0.7347639484978542; 0.7205387205387206; 0.73989898989899; 0.6984126984126984; 0.7674418604651163; 0.6869124195942603; 0.6580976863753214; 0.6808510638297872; 0.6282162295893123; 0.7122153209109731; 0.7211740041928721; 0.7085953878406709
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.68333333 0.675      0.70833333 0.74166667 0.73109244]; 0.523943661971831; 0.5859154929577465; 0.7987421383647799; 0.9425675675675677; 0.9315525876460768; 0.9432387312186978; 0.5677749360613811; 0.6453488372093024; 0.5275924513915364; 0.6221079691516709; 0.6612021857923497; 0.583508069640361; 0.8044806517311608; 0.8280922431865828; 0.7987421383647798
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63865546 0.69747899 0.68067227 0.69327731 0.69327731]; 0.5821727019498607; 0.6100278551532033; 0.7940251572327044; 0.9126378286683631; 0.9042016806722689; 0.9134453781512606; 0.5714285714285714; 0.5617977528089888; 0.5820038487801851; 0.6045197740112994; 0.5911602209944752; 0.6101868520702712; 0.7912904938927243; 0.7809224318658281; 0.7940251572327044
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.60763889 0.64335664 0.61538462 0.61538462 0.56293706]; 0.5798319327731093; 0.5126050420168067; 0.5953878406708596; 0.5530546623794212; 0.48044692737430167; 0.611731843575419; 0.4791666666666667; 0.42592592592592593; 0.5668091168091167; 0.4579439252336449; 0.3769230769230769; 0.5264245014245014; 0.5321212121212121; 0.46016771488469604; 0.5953878406708596
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.64236111 0.68881119 0.68181818 0.64335664]; 0.5864978902953587; 0.6075949367088608; 0.889412997903564; 0.986013986013986; 0.9832635983263598; 0.9860529986052998; 0.6549295774647887; 0.768595041322314; 0.5825733827301225; 0.6568265682656828; 0.7672413793103449; 0.6108934169278997; 0.8937027707808565; 0.929769392033543; 0.889412997903564
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.67832168 0.70629371 0.66083916 0.65140845]; 0.5291666666666667; 0.6541666666666667; 0.8621593291404612; 0.9535045107564192; 0.9621848739495799; 0.9530812324929973; 0.5108225108225107; 0.5; 0.5286885245901639; 0.6343612334801761; 0.5901639344262295; 0.6552514587385385; 0.861506055818852; 0.8574423480083857; 0.8621593291404612
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54513889 0.51388889 0.51748252 0.52097902 0.53846154]; 0.5274261603375527; 0.5063291139240507; 0.6263102725366876; 0.6815789473684212; 0.7224546722454672; 0.6624825662482566; 0.5333333333333333; 0.5714285714285714; 0.5297142857142857; 0.5584905660377358; 0.592; 0.5013571428571428; 0.6479012345679013; 0.6876310272536688; 0.6263102725366877
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51748252 0.52797203 0.51048951 0.47552448 0.50704225]; 0.5; 0.5333333333333333; 0.8778825995807128; 0.999300209937019; 1.0; 0.9992997198879552; 0.4957983193277311; 0.5221238938053098; 0.5012194272176156; 0.5172413793103448; 0.47244094488188976; 0.5371054281931573; 0.8773038441284887; 0.8731656184486373; 0.8778825995807128
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51736111 0.51388889 0.52447552 0.54195804 0.54895105]; 0.5021097046413502; 0.540084388185654; 0.8674004192872118; 0.9817927170868348; 0.9776847977684798; 0.9818688981868898; 0.48695652173913045; 0.48695652173913045; 0.5016749821810407; 0.5725490196078432; 0.5983606557377049; 0.5383107626514612; 0.8677469942498693; 0.870020964360587; 0.8674004192872118
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72727273 0.76923077 0.75174825 0.73426573 0.69014085]; 0.5833333333333334; 0.5458333333333333; 0.7154088050314465; 0.7631205673758865; 0.7535014005602241; 0.7661064425770309; 0.6; 0.5725190839694656; 0.5844246795994117; 0.5198237885462554; 0.5412844036697247; 0.545451362140206; 0.712241653418124; 0.7044025157232704; 0.7154088050314464
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65277778 0.6958042  0.6958042  0.7027972  0.67482517]; 0.6260504201680672; 0.6176470588235294; 0.8684486373165619; 0.9494661921708184; 0.9315642458100558; 0.9504189944134077; 0.7023411371237459; 0.84; 0.6146902654867257; 0.6566037735849056; 0.7699115044247787; 0.6249557522123894; 0.8725241239207719; 0.90041928721174; 0.8684486373165619
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68181818 0.66083916 0.65734266 0.63986014 0.65492958]; 0.5958333333333333; 0.6541666666666667; 0.8328092243186582; 0.9028651292802238; 0.9047619047619048; 0.9026610644257703; 0.6394052044609665; 0.7543859649122807; 0.6033834586466166; 0.6891385767790262; 0.7301587301587301; 0.6501670843776107; 0.8378240976105745; 0.8637316561844863; 0.8328092243186582
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.55208333 0.59375    0.55208333 0.55319149 0.5       ]; 0.5126582278481012; 0.5443037974683544; 0.5404040404040404; 0.3302180685358255; 0.22268907563025211; 0.5483193277310925; 0.18947368421052632; 0.11538461538461539; 0.5076923076923077; 0.28; 0.17721518987341772; 0.5443037974683544; 0.29457364341085274; 0.19240506329113924; 0.5395274686732774
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.73958333 0.72916667 0.66666667 0.77083333]; 0.59375; 0.55; 0.82875; 1.0; 1.0; 1.0; 0.6632124352331606; 0.7529411764705882; 0.5831372549019608; 0.5955056179775281; 0.7361111111111112; 0.5669191919191919; 0.8390129259694478; 0.8992443324937027; 0.8292747717059085
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.78125    0.77083333 0.65625    0.75531915 0.75531915]; 0.6518987341772152; 0.5569620253164557; 0.8207070707070707; 0.9634408602150538; 0.9411764705882353; 0.9642857142857143; 0.6583850931677019; 0.6883116883116883; 0.6527978194644861; 0.5731707317073171; 0.5802469135802469; 0.5563572230238897; 0.820253164556962; 0.8181818181818182; 0.8207070707070708
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.54166667 0.51041667 0.40625    0.42708333]; 0.4875; 0.51875; 0.72125; 0.865546218487395; 0.8583333333333333; 0.8666666666666666; 0.5; 0.5394736842105263; 0.4899749373433584; 0.5032258064516129; 0.45348837209302323; 0.5240414833438088; 0.7194968553459119; 0.7114427860696517; 0.721299282482062
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.64583333 0.53125    0.5        0.48958333]; 0.4875; 0.58125; 0.81375; 1.0; 1.0; 1.0; 0.5232558139534885; 0.569620253164557; 0.48851383028598216; 0.588957055214724; 0.5783132530120482; 0.5813644187138163; 0.8171779141104295; 0.8283582089552238; 0.8136765919147979
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.5        0.56382979 0.58510638 0.46808511]; 0.47468354430379744; 0.569620253164557; 0.8037974683544303; 0.9915611814345991; 0.9915611814345991; 0.9915611814345991; 0.4275862068965517; 0.40789473684210525; 0.47224005134788194; 0.6; 0.6; 0.5671232876712329; 0.8035487959442331; 0.7964824120603015; 0.80385345092811
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.76595745 0.74468085 0.64893617 0.74468085 0.69148936]; 0.6410256410256411; 0.5705128205128205; 0.7058823529411765; 0.7838383838383838; 0.825531914893617; 0.772340425531915; 0.6455696202531646; 0.6296296296296297; 0.6414814814814815; 0.588957055214724; 0.631578947368421; 0.5720394736842105; 0.7181372549019608; 0.7474489795918368; 0.7057757718472006
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.64583333 0.63541667 0.71276596 0.67021277 0.70212766]; 0.5316455696202531; 0.6265822784810127; 0.8063291139240506; 0.9570815450643778; 0.9409282700421941; 0.9578059071729957; 0.5; 0.47435897435897434; 0.5309294871794872; 0.5874125874125874; 0.5384615384615384; 0.6254807692307691; 0.7978863936591809; 0.7684478371501272; 0.8061382762576832
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.77083333 0.70833333 0.65625    0.77659574]; 0.6289308176100629; 0.559748427672956; 0.7889447236180904; 0.9142857142857144; 0.8702928870292888; 0.9184100418410042; 0.5203252032520325; 0.4383561643835616; 0.6145269194010832; 0.5333333333333333; 0.49382716049382713; 0.5610161443494777; 0.7692307692307694; 0.712468193384224; 0.7879958832926083
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.52777778 0.49305556 0.56944444 0.49305556 0.51388889]; 0.5958333333333333; 0.5291666666666667; 0.5375; 0.20689655172413793; 0.125; 0.5208333333333334; 0.058252427184466014; 0.03; 0.515; 0.03418803418803419; 0.017391304347826087; 0.508695652173913; 0.15267175572519084; 0.08695652173913043; 0.5194782608695652
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.80555556 0.70833333 0.73611111 0.72916667 0.71126761]; 0.5523012552301255; 0.5606694560669456; 0.822742474916388; 1.0; 1.0; 1.0; 0.5244444444444444; 0.5; 0.5516528925619835; 0.5783132530120482; 0.6050420168067226; 0.5608543417366947; 0.8221476510067114; 0.8221476510067114; 0.8227404921700223
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.65972222 0.64084507 0.64788732 0.70422535]; 0.5672268907563025; 0.6386554621848739; 0.8159663865546218; 0.9571428571428572; 0.938375350140056; 0.9579831932773109; 0.5690376569037656; 0.5619834710743802; 0.5673165218619763; 0.6504065040650406; 0.625; 0.6397727272727273; 0.8151898734177214; 0.7970297029702971; 0.8163230706632307
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54861111 0.53472222 0.52816901 0.62676056 0.54225352]; 0.4789915966386555; 0.5126050420168067; 0.6521008403361345; 0.7576601671309193; 0.7619047619047619; 0.7563025210084033; 0.4700854700854701; 0.45454545454545453; 0.4794094794094794; 0.5322580645161291; 0.515625; 0.5123579545454545; 0.655; 0.6485148514851485; 0.6521683846466839
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.52816901 0.52816901 0.48591549 0.57042254 0.47887324]; 0.5635593220338984; 0.4872881355932203; 0.8104906937394247; 1.0; 1.0; 1.0; 0.5726141078838174; 0.552; 0.5642882882882884; 0.4716157205240175; 0.46551724137931033; 0.4869252873563218; 0.8101694915254237; 0.802013422818792; 0.8105630254025701
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.46527778 0.56944444 0.59722222 0.5        0.6056338 ]; 0.4769874476987448; 0.5188284518828452; 0.794314381270903; 0.9916666666666667; 0.9944289693593314; 0.9916434540389972; 0.5098039215686274; 0.4961832061068702; 0.474943454905287; 0.5418326693227091; 0.5714285714285714; 0.519047619047619; 0.799347471451876; 0.8045977011494253; 0.7941216785133839
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.75694444 0.76388889 0.70138889 0.76388889]; 0.6208333333333333; 0.5708333333333333; 0.6925; 0.7360482654600301; 0.6777777777777778; 0.7569444444444445; 0.5844748858447489; 0.5423728813559322; 0.6195470964156711; 0.5381165919282512; 0.46511627906976744; 0.5794049863817305; 0.6660633484162896; 0.6062602965403624; 0.6935180066175674
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.79166667 0.72535211 0.73943662 0.71126761 0.68309859]; 0.5907172995780591; 0.679324894514768; 0.7993254637436762; 0.9085794655414909; 0.9073033707865169; 0.9087078651685393; 0.5764192139737991; 0.5238095238095238; 0.5952380952380953; 0.6545454545454545; 0.6545454545454545; 0.6776664280601289; 0.7948275862068965; 0.7787162162162162; 0.799290768040768
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.76388889 0.76388889 0.77777778 0.70833333 0.72916667]; 0.6166666666666667; 0.6166666666666667; 0.7883333333333333; 0.9002849002849003; 0.8777777777777778; 0.9027777777777779; 0.6349206349206349; 0.5882352941176471; 0.6210407239819005; 0.5892857142857143; 0.6; 0.6153846153846153; 0.7843803056027164; 0.7623762376237624; 0.7885955262192886
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; 8; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.55729167 0.53645833 0.55208333 0.48421053 0.52105263]; 0.5; 0.5283018867924528; 0.5270100502512562; 0.22377622377622378; 0.13389121338912133; 0.5355648535564853; 0.13114754098360654; 0.08; 0.47750000000000004; 0.20212765957446807; 0.11875; 0.5308939873417721; 0.2014846235418876; 0.12055837563451777; 0.5229657549814379
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.71875    0.71578947 0.68421053 0.72631579 0.74210526]; 0.5741324921135647; 0.6182965299684543; 0.8360655737704918; 0.99581589958159; 1.0; 0.9957983193277311; 0.5921450151057401; 0.593939393939394; 0.5732854864433812; 0.6253869969040248; 0.6733333333333333; 0.6210978043912174; 0.8385093167701864; 0.8533501896333755; 0.8361090570808387
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.625      0.69791667 0.62631579 0.65263158 0.64736842]; 0.6163522012578616; 0.6163522012578616; 0.8283018867924529; 0.9695057833859096; 0.9664570230607966; 0.9696016771488468; 0.6280487804878048; 0.6602564102564102; 0.6171652421652422; 0.6234567901234568; 0.5804597701149425; 0.6200909961685824; 0.8296943231441047; 0.8240396530359355; 0.828367208382591
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.54166667 0.52083333 0.44270833 0.50520833 0.546875  ]; 0.5; 0.5625; 0.61; 0.6914285714285714; 0.75625; 0.6625; 0.5428571428571429; 0.625; 0.5059523809523809; 0.6089385474860335; 0.6855345911949685; 0.5632641900074222; 0.6450511945392492; 0.7168141592920354; 0.6111882910180819
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.45833333 0.49473684 0.47894737 0.48947368 0.55263158]; 0.5425867507886435; 0.5205047318611987; 0.8127364438839849; 1.0; 1.0; 1.0; 0.5671641791044776; 0.5523255813953488; 0.5416800320769848; 0.5365853658536586; 0.5827814569536424; 0.5233184393201946; 0.8160990712074304; 0.8247809762202754; 0.8126446177162368
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.53125    0.50526316 0.53157895 0.52631579 0.53157895]; 0.5236593059936908; 0.5173501577287066; 0.798234552332913; 0.9831932773109243; 0.9831932773109243; 0.9831932773109244; 0.5746478873239436; 0.6071428571428571; 0.5183365292425696; 0.5111821086261981; 0.5333333333333333; 0.5181636726546905; 0.802469135802469; 0.818639798488665; 0.7982087881332214
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.6875     0.703125   0.76041667 0.69270833 0.7       ]; 0.6489028213166145; 0.6802507836990596; 0.6954887218045113; 0.7148846960167714; 0.7118997912317327; 0.7160751565762005; 0.6686390532544378; 0.7337662337662337; 0.6517316017316017; 0.7017543859649122; 0.7361963190184049; 0.6789955954066385; 0.7025703794369645; 0.7211055276381909; 0.6955527638190954
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.75520833 0.73157895 0.77368421 0.74736842]; 0.6446540880503144; 0.6823899371069182; 0.8069182389937107; 0.9015873015873016; 0.8930817610062893; 0.9025157232704403; 0.6565349544072948; 0.6585365853658537; 0.6442033576179919; 0.6793650793650794; 0.7039473684210527; 0.6832989854153456; 0.8067967275015734; 0.8083228247162674; 0.806921763675574
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.66145833 0.63541667 0.72395833 0.75520833 0.703125  ]; 0.59375; 0.6; 0.786875; 0.9121693121693123; 0.8979166666666667; 0.9135416666666667; 0.6327683615819208; 0.7567567567567568; 0.60512256442489; 0.6595744680851063; 0.7167630057803468; 0.5896740198969761; 0.7964179104477613; 0.83270911360799; 0.7868176356525556
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.54583333 0.6        0.62916667 0.62916667 0.59663866]; 0.5661971830985916; 0.5211267605633803; 0.5838574423480084; 0.4835164835164836; 0.3672787979966611; 0.6076794657762937; 0.4166666666666667; 0.3160919540229885; 0.561360894138566; 0.37037037037037046; 0.27624309392265195; 0.5260525814440846; 0.45013850415512463; 0.34067085953878407; 0.5838574423480084
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; 10; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6125     0.69747899 0.64705882 0.65966387 0.66806723]; 0.6508379888268156; 0.6145251396648045; 0.8616352201257862; 0.9991603694374475; 0.9983221476510067; 0.9991610738255033; 0.649859943977591; 0.6666666666666666; 0.6512681159420289; 0.6270270270270271; 0.6304347826086957; 0.6140679660169914; 0.862356621480709; 0.8668763102725366; 0.8616352201257861
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64285714 0.6512605  0.67226891 0.69747899 0.69491525]; 0.6694444444444444; 0.6361111111111111; 0.8359538784067087; 0.945829750644884; 0.9259259259259259; 0.946969696969697; 0.6510263929618768; 0.6235955056179775; 0.6689406099518459; 0.6112759643916914; 0.5659340659340659; 0.6368996172366959; 0.8299837045084193; 0.80083857442348; 0.8359538784067087
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.57142857 0.54201681 0.58823529 0.52941176 0.54201681]; 0.5598885793871866; 0.5069637883008357; 0.5738993710691824; 0.6521106259097526; 0.7529411764705882; 0.5983193277310924; 0.5948717948717949; 0.6590909090909091; 0.5617858917039245; 0.5586034912718204; 0.6120218579234973; 0.504874565325385; 0.6244803695150116; 0.7085953878406709; 0.5738993710691824
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.54166667 0.56722689 0.47058824 0.53361345 0.45378151]; 0.5167597765363129; 0.5279329608938548; 0.8197064989517819; 0.9983221476510067; 0.9983221476510067; 0.9983221476510067; 0.5014409221902018; 0.5; 0.5163043478260869; 0.546916890080429; 0.5543478260869565; 0.5271739130434783; 0.8200836820083682; 0.8218029350104822; 0.819706498951782
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.51666667 0.54583333 0.48739496 0.54201681 0.4789916 ]; 0.4789915966386555; 0.5350140056022409; 0.8029350104821803; 0.98; 0.9849246231155779; 0.9798994974874372; 0.515625; 0.5129533678756477; 0.47598887905977505; 0.5088757396449705; 0.524390243902439; 0.5342158473398205; 0.8043704474505723; 0.810272536687631; 0.8029350104821803
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.66806723 0.73109244 0.66386555 0.71428571 0.67226891]; 0.6991643454038997; 0.6768802228412256; 0.7064989517819706; 0.7137989778534922; 0.704201680672269; 0.7176470588235295; 0.6878612716763006; 0.6761363636363636; 0.6987239195230999; 0.6666666666666667; 0.6338797814207651; 0.6777353452558372; 0.7002141327623126; 0.6855345911949685; 0.7064989517819708
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7125     0.69327731 0.70168067 0.72689076 0.72689076]; 0.659217877094972; 0.6396648044692738; 0.8087002096436059; 0.9018932874354562; 0.8791946308724832; 0.9043624161073825; 0.6514285714285715; 0.6063829787234043; 0.6620150187734668; 0.6149253731343284; 0.6058823529411764; 0.6380475594493117; 0.8023822414726582; 0.7767295597484277; 0.8087002096436059
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68487395 0.71848739 0.73109244 0.7394958  0.73109244]; 0.6128133704735376; 0.6295264623955432; 0.7914046121593291; 0.893220338983051; 0.8857142857142857; 0.8941176470588236; 0.5615141955835963; 0.47593582887700536; 0.6187818679268747; 0.588235294117647; 0.5523255813953488; 0.6264301703768188; 0.7813186813186813; 0.7452830188679245; 0.7914046121593291
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; 12; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54861111 0.51388889 0.53819444 0.53146853 0.53846154]; 0.5296610169491526; 0.5677966101694916; 0.5309224318658281; 0.29545454545454547; 0.1991643454038997; 0.5250696378830084; 0.3583815028901734; 0.25; 0.5446428571428571; 0.34615384615384615; 0.24107142857142858; 0.5519873271889401; 0.3099460292983809; 0.21069182389937108; 0.5309224318658281
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70979021 0.66433566 0.69230769 0.73776224 0.67957746]; 0.6041666666666666; 0.5958333333333333; 0.8967505241090147; 0.9965059399021663; 0.9985994397759104; 0.9964985994397759; 0.5365853658536586; 0.5045871559633027; 0.5958050283633307; 0.5975103734439835; 0.549618320610687; 0.6004972336998389; 0.8950452850293021; 0.8805031446540881; 0.8967505241090147
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.68531469 0.66083916 0.67132867 0.6971831 ]; 0.6291666666666667; 0.6791666666666667; 0.8679245283018868; 0.9386590584878745; 0.9215686274509803; 0.9397759103641457; 0.6641509433962264; 0.7272727272727273; 0.6283422459893048; 0.6956521739130435; 0.7394957983193278; 0.6796652545315646; 0.86875; 0.8742138364779874; 0.8679245283018869
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.55594406 0.53496503 0.56993007 0.57746479]; 0.5041666666666667; 0.5666666666666667; 0.6168763102725366; 0.6840796019900498; 0.7703081232492998; 0.6442577030812324; 0.5576208178438662; 0.6521739130434783; 0.5100869565217392; 0.6388888888888888; 0.736; 0.559304347826087; 0.6623556581986143; 0.7515723270440252; 0.6168763102725366
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51398601 0.52447552 0.5034965  0.53496503 0.5528169 ]; 0.5666666666666667; 0.5458333333333333; 0.8883647798742138; 1.0; 1.0; 1.0; 0.5555555555555555; 0.5909090909090909; 0.5685314685314686; 0.5791505791505792; 0.5769230769230769; 0.543006993006993; 0.8891202498698594; 0.8951781970649895; 0.8883647798742138
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.50347222 0.48263889 0.55902778 0.54545455 0.55594406]; 0.4788135593220339; 0.4745762711864407; 0.8653039832285115; 0.9930264993026499; 0.9916434540389972; 0.9930362116991643; 0.462882096069869; 0.4649122807017544; 0.4783577796951395; 0.46551724137931033; 0.4426229508196721; 0.4756974403221168; 0.8643799472295515; 0.8584905660377359; 0.8653039832285115
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; 12; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.69230769 0.7027972  0.6993007  0.72027972 0.66433566]; 0.6234309623430963; 0.6527196652719666; 0.710691823899371; 0.7377162629757785; 0.7454545454545455; 0.7349650349650351; 0.6808510638297873; 0.7741935483870968; 0.617531556802244; 0.6891385767790261; 0.8; 0.6580645161290323; 0.7231695085255768; 0.7557651991614256; 0.7106918238993711
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.61888112 0.68881119 0.70979021 0.62237762 0.65140845]; 0.725; 0.6833333333333333; 0.8626834381551363; 0.9131693198263386; 0.8837535014005602; 0.9159663865546218; 0.6972477064220184; 0.6551724137931034; 0.7227474972191323; 0.6885245901639343; 0.6774193548387096; 0.6835372636262513; 0.8579175704989154; 0.8291404612159329; 0.8626834381551363
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.6993007  0.68531469 0.64685315 0.7027972  0.67832168]; 0.6108786610878661; 0.698744769874477; 0.839098532494759; 0.9; 0.8937062937062937; 0.9006993006993008; 0.6381322957198444; 0.6721311475409836; 0.6095698472747654; 0.7024793388429752; 0.7264957264957265; 0.6993134370183551; 0.8400208441896821; 0.8448637316561844; 0.839098532494759
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.46875    0.61458333 0.72916667 0.65625   ]; 0.575; 0.5125; 0.63875; 0.6397984886649873; 0.5291666666666667; 0.7020833333333334; 0.5802469135802469; 0.4895833333333333; 0.5963541666666666; 0.4264705882352941; 0.4027777777777778; 0.5025252525252525; 0.5841726618705037; 0.49754901960784315; 0.6416316526610645
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.61458333 0.625      0.63541667 0.71875   ]; 0.63125; 0.65625; 0.83875; 0.967741935483871; 0.9375; 0.96875; 0.6467065868263472; 0.6585365853658537; 0.6305503439649782; 0.6583850931677018; 0.6463414634146342; 0.6565040650406506; 0.8373266078184111; 0.8217821782178217; 0.8389213921392138
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.625      0.60416667 0.51041667 0.57291667]; 0.575; 0.5875; 0.8125; 0.966804979253112; 0.9708333333333333; 0.9666666666666666; 0.5853658536585366; 0.5853658536585366; 0.5747342088805503; 0.5874999999999999; 0.5465116279069767; 0.590823381521056; 0.8138957816377171; 0.803921568627451; 0.8126750700280112
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.5625     0.52083333 0.48958333 0.51041667]; 0.525; 0.4625; 0.55875; 0.6361904761904762; 0.6958333333333333; 0.6020833333333333; 0.5730337078651686; 0.6296296296296297; 0.5236755743084858; 0.5222222222222221; 0.5402298850574713; 0.4550464493780507; 0.6002265005662515; 0.6495098039215687; 0.5568977591036415
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.57291667 0.60416667 0.55208333 0.58333333]; 0.46875; 0.53125; 0.79125; 0.985200845665962; 0.9708333333333333; 0.9854166666666666; 0.4516129032258064; 0.4268292682926829; 0.4698248905565978; 0.4966442953020134; 0.4868421052631579; 0.5291353383458647; 0.785070785070785; 0.7663316582914573; 0.7911260281507039
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.51041667 0.59375    0.48958333 0.33333333]; 0.5625; 0.5625; 0.82375; 0.997920997920998; 1.0; 0.9979166666666667; 0.5930232558139535; 0.6455696202531646; 0.563525550867323; 0.5679012345679012; 0.5609756097560976; 0.5625390869293309; 0.8269938650306748; 0.8403990024937655; 0.8237082731767074
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.64583333 0.60416667 0.67708333 0.66666667]; 0.64375; 0.65; 0.71625; 0.7553648068669528; 0.7333333333333333; 0.7625; 0.6666666666666665; 0.75; 0.648809523809524; 0.654320987654321; 0.6794871794871795; 0.6507191994996874; 0.715894868585732; 0.7258883248730964; 0.7163924382986171
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.65625    0.59375    0.68085106 0.68085106]; 0.6392405063291139; 0.6708860759493671; 0.8371212121212122; 0.9591836734693878; 0.9873949579831933; 0.957983193277311; 0.6627218934911242; 0.6829268292682927; 0.6375160462130938; 0.6533333333333333; 0.6363636363636364; 0.67003367003367; 0.8405438813349815; 0.8564231738035264; 0.8370723463954342
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.57291667 0.65625    0.61458333 0.64583333]; 0.63125; 0.6375; 0.81; 0.9272349272349273; 0.9291666666666667; 0.9270833333333334; 0.6703910614525139; 0.6666666666666666; 0.6261904761904761; 0.6627906976744186; 0.6867469879518072; 0.6355812861836958; 0.8173076923076923; 0.8232445520581114; 0.8095550925665234
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54166667 0.53472222 0.47916667 0.54225352 0.58450704]; 0.5672268907563025; 0.5294117647058824; 0.5394295302013423; 0.2739130434782609; 0.17597765363128492; 0.5335195530726258; 0.31788079470198677; 0.21052631578947367; 0.5528438030560272; 0.34117647058823525; 0.2265625; 0.5541903409090909; 0.29705505761843787; 0.19333333333333333; 0.541768018018018
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.54166667 0.61805556 0.63888889 0.66197183]; 0.6485355648535565; 0.6150627615062761; 0.8403010033444817; 0.9786628733997155; 0.958217270194986; 0.979108635097493; 0.6818181818181818; 0.75; 0.6481092436974791; 0.640625; 0.6776859504132231; 0.6142667040201709; 0.8438266557645134; 0.86; 0.840234899328859
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.71527778 0.75352113 0.61971831 0.62676056]; 0.6176470588235294; 0.5798319327731093; 0.8092436974789916; 0.9492957746478874; 0.9439775910364145; 0.9495798319327732; 0.6345381526104418; 0.6810344827586207; 0.6192057659694742; 0.5967741935483871; 0.6166666666666667; 0.5795197740112994; 0.8119304059652029; 0.8263069139966274; 0.809300860683406
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54861111 0.52083333 0.56944444 0.47183099 0.57746479]; 0.5084033613445378; 0.49159663865546216; 0.5453020134228188; 0.641509433962264; 0.7597765363128491; 0.5754189944134078; 0.5865724381625442; 0.664; 0.5001415929203541; 0.5754385964912281; 0.6776859504132231; 0.48841562477926115; 0.6172316384180792; 0.7235099337748344; 0.542877415867009
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.45138889 0.54861111 0.45833333 0.54166667 0.50694444]; 0.5333333333333333; 0.5541666666666667; 0.8175; 1.0; 1.0; 1.0; 0.552; 0.5348837209302325; 0.533207626230882; 0.5327510917030568; 0.5213675213675214; 0.553366687513029; 0.817347789824854; 0.8085808580858086; 0.8175900923425676
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.45833333 0.53472222 0.49305556 0.48611111 0.50694444]; 0.44583333333333336; 0.4666666666666667; 0.7716666666666666; 0.9817671809256662; 0.9722222222222222; 0.9819444444444445; 0.4340425531914894; 0.42857142857142855; 0.44569067296340026; 0.4621848739495798; 0.47413793103448276; 0.4669076751946607; 0.7689713322091063; 0.7663865546218488; 0.7716230293770401
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.65277778 0.69014085 0.57042254 0.73239437]; 0.6722689075630253; 0.6470588235294118; 0.6588235294117647; 0.6504297994269341; 0.6358543417366946; 0.6582633053221288; 0.6666666666666665; 0.7358490566037735; 0.6785305889079475; 0.6692913385826771; 0.7024793388429752; 0.6461114642932825; 0.657672849915683; 0.6678082191780822; 0.6589866178398662
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.68055556 0.625      0.65277778 0.65972222]; 0.625; 0.6583333333333333; 0.8525; 0.993103448275862; 1.0; 0.9930555555555556; 0.6186440677966101; 0.6293103448275862; 0.625139043381535; 0.6611570247933884; 0.6779661016949152; 0.6586551819949986; 0.8528678304239401; 0.8636363636363636; 0.8526102610261027
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65277778 0.68055556 0.60416667 0.68309859 0.63380282]; 0.634453781512605; 0.6050420168067226; 0.7978187919463087; 0.9173553719008265; 0.9301675977653632; 0.9162011173184358; 0.6390041493775934; 0.6637931034482759; 0.6351752402487281; 0.6412213740458016; 0.6461538461538462; 0.6008547008547008; 0.8039056143205859; 0.8178807947019867; 0.7975458395278641
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.59473684 0.47894737 0.63157895 0.52105263 0.53157895]; 0.5189873417721519; 0.5031645569620253; 0.5309734513274337; 0.3244929797191888; 0.21894736842105264; 0.5442105263157894; 0.2897196261682243; 0.1834319526627219; 0.5440969287123134; 0.2959641255605381; 0.19879518072289157; 0.5193975903614457; 0.31168831168831174; 0.2074074074074074; 0.5389368643254654
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69270833 0.68421053 0.7        0.64210526 0.66842105]; 0.6529968454258676; 0.5930599369085173; 0.8493064312736444; 1.0; 1.0; 1.0; 0.6540880503144655; 0.6797385620915033; 0.6538936712896541; 0.5852090032154341; 0.5548780487804879; 0.5944324884425315; 0.8488298545224542; 0.8461538461538461; 0.8493064312736445
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.640625   0.5625     0.66145833 0.57368421 0.63157895]; 0.6320754716981132; 0.6477987421383647; 0.8278894472361809; 0.9522799575821845; 0.9393305439330544; 0.952928870292887; 0.6377708978328173; 0.6518987341772152; 0.6321993670886076; 0.6744186046511627; 0.6863905325443787; 0.6452086890909813; 0.8298136645962733; 0.8298136645962733; 0.8278674422091913
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.58854167 0.46354167 0.58333333 0.44791667 0.51052632]; 0.49216300940438873; 0.5235109717868338; 0.568922305764411; 0.6684397163120568; 0.7870563674321504; 0.6096033402922756; 0.5668449197860962; 0.6463414634146342; 0.4876868607395751; 0.5935828877005347; 0.7025316455696202; 0.525178866263071; 0.6332622601279317; 0.7415730337078652; 0.5682707935834923
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.56770833 0.47894737 0.53157895 0.51052632 0.54736842]; 0.5047318611987381; 0.501577287066246; 0.7969735182849937; 0.9925925925925926; 0.9852941176470589; 0.9926470588235294; 0.5198776758409785; 0.5555555555555556; 0.5064363143631436; 0.5093167701863355; 0.5290322580645161; 0.5021704500199125; 0.7979924717691343; 0.8112244897959183; 0.7971334419054404
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.55789474 0.45263158 0.45263158 0.51052632 0.49468085]; 0.4620253164556962; 0.47468354430379744; 0.7848101265822784; 0.9957627118644067; 0.9915611814345991; 0.9957805907172996; 0.46540880503144655; 0.4774193548387097; 0.4623121618914045; 0.5088757396449703; 0.5276073619631901; 0.4729540077789807; 0.7875; 0.7954545454545454; 0.7847831102907245
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.67708333 0.64736842 0.66842105 0.64210526 0.63157895]; 0.6340694006309149; 0.722397476340694; 0.6595208070617906; 0.6521739130434783; 0.6617647058823529; 0.6470588235294117; 0.6397515527950312; 0.6242424242424243; 0.6344896331738437; 0.7317073170731708; 0.7692307692307693; 0.723124701385571; 0.6658415841584159; 0.6750313676286073; 0.6594421730411731
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.66842105 0.64210526 0.65263158 0.68421053 0.71808511]; 0.629746835443038; 0.6455696202531646; 0.7765822784810127; 0.8708333333333332; 0.8818565400843882; 0.869198312236287; 0.6138613861386139; 0.6241610738255033; 0.6294458063738295; 0.633986928104575; 0.6258064516129033; 0.6452013624524144; 0.7750159337157424; 0.781491002570694; 0.7766557257242498
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.61052632 0.65263158 0.62105263 0.63157895 0.59042553]; 0.620253164556962; 0.5981012658227848; 0.8031645569620253; 0.9323467230443974; 0.930379746835443; 0.9324894514767934; 0.6407185628742516; 0.6294117647058823; 0.6195004029008864; 0.6043613707165109; 0.60625; 0.5979967948717948; 0.8057464084946908; 0.8022388059701493; 0.8031812586551778
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.49166667 0.56666667 0.49579832 0.56722689 0.55882353]; 0.5630252100840336; 0.47058823529411764; 0.5277777777777778; 0.316953316953317; 0.21608040201005024; 0.5343383584589615; 0.2571428571428571; 0.16167664670658682; 0.5387330601953987; 0.15246636771300448; 0.08947368421052632; 0.49683265048849673; 0.2774659182036888; 0.18134171907756813; 0.5277777777777778
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6        0.62083333 0.65546218 0.62184874 0.65546218]; 0.6162464985994398; 0.6414565826330533; 0.8532494758909853; 0.9872773536895675; 0.9748743718592965; 0.9874371859296482; 0.5958702064896755; 0.5906432748538012; 0.6152141105451802; 0.6464088397790054; 0.6290322580645161; 0.642001509149217; 0.8510638297872339; 0.8385744234800838; 0.8532494758909853
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.67916667 0.68067227 0.64705882 0.64285714]; 0.5938375350140056; 0.6274509803921569; 0.8155136268343816; 0.9375000000000001; 0.9296482412060302; 0.9380234505862646; 0.611260053619303; 0.6229508196721312; 0.5930846052383645; 0.627450980392157; 0.6436781609195402; 0.6278500094215188; 0.8160919540229885; 0.8186582809224319; 0.8155136268343816
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.50833333 0.56666667 0.50420168 0.52521008 0.5210084 ]; 0.5266106442577031; 0.5126050420168067; 0.540356394129979; 0.623413258110014; 0.7403685092127303; 0.5527638190954773; 0.6301969365426695; 0.7578947368421053; 0.5106838953671604; 0.583732057416268; 0.7305389221556886; 0.5257957768673179; 0.6175316179677278; 0.7421383647798742; 0.5403563941299789
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.525      0.49583333 0.53361345 0.5210084  0.46218487]; 0.5266106442577031; 0.5042016806722689; 0.8149895178197065; 0.9941027801179445; 0.9882747068676717; 0.9941373534338358; 0.4831804281345566; 0.44886363636363635; 0.5255367905575088; 0.4778761061946903; 0.44751381215469616; 0.5050069060773481; 0.809498111171074; 0.7861635220125787; 0.8149895178197065
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.47478992 0.52521008 0.55882353 0.48739496 0.50840336]; 0.4763231197771588; 0.48467966573816157; 0.7987421383647799; 0.990717299578059; 0.9865546218487395; 0.9907563025210084; 0.49189189189189186; 0.5229885057471264; 0.47771046908977943; 0.5066666666666666; 0.5135135135135135; 0.4837682510096303; 0.8010362694300519; 0.810272536687631; 0.7987421383647799
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69166667 0.67083333 0.64705882 0.66386555 0.68907563]; 0.6610644257703081; 0.6218487394957983; 0.6650943396226415; 0.6751484308736216; 0.6666666666666666; 0.6792294807370185; 0.6824146981627297; 0.7182320441988951; 0.6602523857358112; 0.6437994722955146; 0.6931818181818182; 0.6228340030135611; 0.6704486848891181; 0.6813417190775681; 0.6650943396226415
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.66666667 0.64583333 0.65833333 0.65       0.70168067]; 0.6563380281690141; 0.6507042253521127; 0.8018867924528302; 0.8875638841567292; 0.8697829716193656; 0.8898163606010018; 0.6473988439306358; 0.6746987951807228; 0.6574552176961815; 0.6736842105263158; 0.6772486772486772; 0.6488653024797602; 0.8010526315789473; 0.7976939203354297; 0.8018867924528302
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.63333333 0.64285714 0.64705882 0.63865546 0.64285714]; 0.6284916201117319; 0.6396648044692738; 0.7908805031446541; 0.8874281018898932; 0.9060402684563759; 0.8850671140939597; 0.6376021798365122; 0.6464088397790055; 0.6282891656522146; 0.6522911051212938; 0.6836158192090396; 0.6401504510409839; 0.7959079283887468; 0.8155136268343816; 0.790880503144654
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54895105 0.54195804 0.55944056 0.51048951 0.48943662]; 0.5458333333333333; 0.55; 0.5335429769392034; 0.31396534148827726; 0.21568627450980393; 0.5287114845938377; 0.2585034013605442; 0.15833333333333333; 0.5458333333333333; 0.24999999999999997; 0.15; 0.5499999999999999; 0.300314465408805; 0.20020964360587; 0.5335429769392034
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65625    0.64236111 0.62587413 0.71328671 0.61188811]; 0.569620253164557; 0.5949367088607594; 0.8962264150943396; 1.0; 1.0; 1.0; 0.6015625; 0.6875; 0.57575; 0.625; 0.64; 0.5923214285714287; 0.8982528263103802; 0.9161425576519916; 0.8962264150943395
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.63541667 0.63194444 0.65384615 0.6048951 ]; 0.6313559322033898; 0.6567796610169492; 0.8752620545073375; 0.9510489510489512; 0.947075208913649; 0.9512534818941504; 0.6419753086419753; 0.6290322580645161; 0.6314804147465437; 0.6693877551020407; 0.7321428571428571; 0.6604262672811059; 0.8759124087591241; 0.8805031446540881; 0.8752620545073375
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.47222222 0.52083333 0.48251748 0.44055944 0.48601399]; 0.5021097046413502; 0.4978902953586498; 0.5204402515723271; 0.4863636363636364; 0.4476987447698745; 0.5271966527196653; 0.46846846846846846; 0.4369747899159664; 0.502385700042729; 0.4978902953586498; 0.5; 0.49789915966386555; 0.48566610455311976; 0.4528301886792453; 0.520440251572327
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53472222 0.51748252 0.4965035  0.51748252 0.54545455]; 0.5336134453781513; 0.5462184873949579; 0.8852201257861635; 1.0; 1.0; 1.0; 0.5276595744680851; 0.484375; 0.5376420454545454; 0.5499999999999999; 0.6; 0.55; 0.8851599370739381; 0.8846960167714885; 0.8852201257861636
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.45486111 0.53472222 0.45804196 0.50699301 0.47552448]; 0.510548523206751; 0.5021097046413502; 0.8721174004192872; 0.9929971988795518; 0.9888423988842399; 0.99302649930265; 0.49122807017543857; 0.49122807017543857; 0.5098416773641421; 0.5163934426229508; 0.5121951219512195; 0.501711596063329; 0.8715789473684212; 0.8679245283018868; 0.8721174004192872
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.67482517 0.68881119 0.67132867 0.65492958]; 0.65; 0.6166666666666667; 0.6629979035639413; 0.673654786862334; 0.6750700280112045; 0.6729691876750702; 0.664; 0.7094017094017094; 0.6514488221805296; 0.6617647058823529; 0.7317073170731707; 0.6137169063998332; 0.670762928827445; 0.6865828092243187; 0.6629979035639413
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63636364 0.69230769 0.68531469 0.64685315 0.67605634]; 0.6416666666666667; 0.6625; 0.8207547169811321; 0.8778785764131194; 0.8809523809523809; 0.8774509803921569; 0.6228070175438596; 0.6120689655172413; 0.6407119021134594; 0.674698795180723; 0.6774193548387096; 0.6619855394883203; 0.8209424083769634; 0.8218029350104822; 0.8207547169811321
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65277778 0.65034965 0.67482517 0.61188811 0.66083916]; 0.6554621848739496; 0.7100840336134454; 0.8338574423480084; 0.8834269662921349; 0.8784916201117319; 0.8840782122905029; 0.6771653543307087; 0.7166666666666667; 0.6549435028248588; 0.7012987012987013; 0.6864406779661016; 0.7098870056497175; 0.8339444735463594; 0.8343815513626834; 0.8338574423480085
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.90625    0.98958333 0.93617021 0.92553191 0.92553191]; 0.5; 0.569620253164557; 0.8139240506329114; 1.0; 1.0; 1.0; 0.6425339366515838; 0.8987341772151899; 0.5; 0.673076923076923; 0.8860759493670886; 0.5696202531645569; 0.8372093023255814; 0.9569620253164557; 0.8139240506329114
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.875      0.875      0.9375     0.90625   ]; 0.49375; 0.56875; 0.80625; 0.989561586638831; 0.9875; 0.9895833333333334; 0.6009852216748769; 0.7922077922077922; 0.5045376310436551; 0.6729857819905214; 0.8452380952380952; 0.5541979949874687; 0.8264277715565509; 0.9201995012468828; 0.8059644122775768
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.94791667 0.91666667 0.875      0.9375     0.93617021]; 0.5471698113207547; 0.5283018867924528; 0.8153266331658291; 1.0; 1.0; 1.0; 0.6326530612244897; 0.8493150684931506; 0.5700063714558776; 0.6031746031746031; 0.6951219512195121; 0.5228856509344314; 0.8296639629200464; 0.9086294416243654; 0.8162550193196454
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.77083333 0.77659574 0.74468085 0.81914894]; 0.5189873417721519; 0.5126582278481012; 0.8063291139240506; 1.0; 1.0; 1.0; 0.5913978494623655; 0.7236842105263158; 0.5264762516046213; 0.5968586387434555; 0.75; 0.5213414634146342; 0.8202115158636898; 0.897172236503856; 0.8076883626409554
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.67708333 0.76041667 0.6875     0.74468085]; 0.42138364779874216; 0.4591194968553459; 0.7663316582914573; 0.9833333333333333; 0.9874476987447699; 0.9832635983263599; 0.5053763440860215; 0.6438356164383562; 0.4381968779866199; 0.5656565656565656; 0.7272727272727273; 0.4672949002217295; 0.7847222222222222; 0.87146529562982; 0.7686564807387429
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.79166667 0.73958333 0.71875    0.79787234]; 0.5031446540880503; 0.5723270440251572; 0.8040201005025126; 0.9812108559498954; 0.9832635983263598; 0.9811715481171548; 0.5635359116022098; 0.6219512195121951; 0.49928729806778593; 0.6179775280898877; 0.6547619047619048; 0.5673809523809523; 0.8138424821002387; 0.8419753086419753; 0.8033405954974582
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.89583333 0.92708333 0.88541667 0.875     ]; 0.51875; 0.49375; 0.76875; 0.9440993788819876; 0.95; 0.94375; 0.5276073619631901; 0.524390243902439; 0.5186053783614759; 0.5317919075144508; 0.5476190476190477; 0.4909147869674186; 0.7741147741147741; 0.7807881773399015; 0.768566677502438
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.90625    0.96875    0.95833333 0.92708333]; 0.5375; 0.51875; 0.80125; 0.9832635983263599; 0.9791666666666666; 0.9833333333333333; 0.6063829787234042; 0.8028169014084507; 0.5643297990188321; 0.6051282051282051; 0.7468354430379747; 0.5215658696671355; 0.8153310104529616; 0.9; 0.8036585365853658
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.89583333 0.92708333 0.85416667 0.89583333]; 0.5375; 0.45; 0.79125; 0.9896480331262941; 0.9958333333333333; 0.9895833333333333; 0.6336633663366337; 0.7441860465116279; 0.5207416719044626; 0.5686274509803922; 0.7837837837837838; 0.4732872407291012; 0.8121484814398201; 0.9025; 0.7912499999999999
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.95138889 0.88888889 0.95070423 0.92957746 0.93661972]; 0.5546218487394958; 0.5084033613445378; 0.8; 0.9787835926449787; 0.969187675070028; 0.9789915966386555; 0.6624203821656051; 0.8387096774193549; 0.5421618562535371; 0.6112956810631229; 0.7796610169491526; 0.5106638418079097; 0.8199697428139184; 0.9048414023372288; 0.7992904135205603
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.92361111 0.94444444 0.93055556 0.93661972 0.94366197]; 0.4495798319327731; 0.4327731092436975; 0.7659395973154363; 0.9819193324061195; 0.9860335195530726; 0.9818435754189944; 0.5093632958801498; 0.5862068965517241; 0.4529395138496326; 0.4981412639405204; 0.5929203539823009; 0.4404601769911505; 0.7776892430278884; 0.8313458262350937; 0.7669125825390345
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.92361111 0.93661972 0.91549296 0.90140845 0.95070423]; 0.5864978902953587; 0.5485232067510548; 0.8271500843170321; 1.0; 1.0; 1.0; 0.6620689655172414; 0.7741935483870968; 0.5773622609192121; 0.6219081272084805; 0.7096774193548387; 0.5406794176420211; 0.840466926070039; 0.8940397350993378; 0.8258858469311121
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.77083333 0.79861111 0.78169014 0.6971831  0.79577465]; 0.542016806722689; 0.4957983193277311; 0.7924369747899159; 0.9745762711864406; 0.9663865546218487; 0.9747899159663865; 0.6148409893992933; 0.6850393700787402; 0.5317088742285594; 0.5522388059701493; 0.6379310344827587; 0.49929338609383833; 0.8038125496425735; 0.8433333333333334; 0.7920056497175141
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.85416667 0.82638889 0.85416667 0.875      0.82638889]; 0.5333333333333333; 0.5375; 0.8116666666666666; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.5757575757575758; 0.672566371681416; 0.5410075952895269; 0.587360594795539; 0.6583333333333333; 0.5375; 0.8192; 0.863406408094435; 0.8122633358429341
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.81944444 0.75352113 0.78169014 0.73943662]; 0.453781512605042; 0.4957983193277311; 0.7823529411764706; 0.9873417721518987; 0.9831932773109243; 0.9873949579831933; 0.5075757575757576; 0.6203703703703703; 0.4678774928774928; 0.5683453237410072; 0.6124031007751938; 0.48510063295640427; 0.7932960893854749; 0.8367003367003367; 0.7824441280817119
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.92361111 0.88888889 0.88194444 0.88888889 0.88888889]; 0.49583333333333335; 0.48333333333333334; 0.7541666666666667; 0.9297752808988763; 0.9194444444444444; 0.9305555555555555; 0.5724381625441696; 0.6639344262295082; 0.49298416226729647; 0.5782312925170068; 0.7264957264957265; 0.4892641234104649; 0.7711404189294025; 0.8297161936560935; 0.7542923730343696
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.93661972 0.88732394 0.92253521 0.90140845 0.90140845]; 0.576271186440678; 0.5211864406779662; 0.8130287648054145; 0.9886685552407932; 0.9830985915492958; 0.9887323943661972; 0.6183206106870228; 0.7168141592920354; 0.5819843154183755; 0.5830258302583025; 0.6171875; 0.5122974537037037; 0.8216303470540759; 0.8540268456375839; 0.8126789518290308
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.91666667 0.9375     0.92957746 0.91549296 0.91549296]; 0.47058823529411764; 0.5462184873949579; 0.795798319327731; 0.9874826147426982; 0.9943977591036415; 0.9873949579831932; 0.5625; 0.7043478260869566; 0.4781901732060799; 0.6301369863013699; 0.7603305785123967; 0.5425584516493607; 0.812933025404157; 0.8903878583473862; 0.7961152022055189
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.92708333 0.94791667 0.93684211 0.91052632 0.94736842]; 0.48742138364779874; 0.48427672955974843; 0.7811320754716982; 0.9778714436248682; 0.9727463312368972; 0.9779874213836479; 0.5914786967418546; 0.7195121951219512; 0.4798859676908458; 0.5858585858585859; 0.703030303030303; 0.4756981580510992; 0.8004587155963302; 0.8660049627791563; 0.7799412568997822
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.91145833 0.93684211 0.90526316 0.90526316 0.92105263]; 0.4921135646687697; 0.47003154574132494; 0.7925598991172762; 1.0; 1.0; 1.0; 0.6298850574712643; 0.845679012345679; 0.48412982875348465; 0.6018957345971564; 0.8193548387096774; 0.47757865392273996; 0.8181315644002211; 0.9331651954602774; 0.7925598991172761
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.94791667 0.93229167 0.94736842 0.9        0.94736842]; 0.5471698113207547; 0.550314465408805; 0.8169811320754717; 0.9958246346555324; 1.0; 0.9958071278825995; 0.6210526315789474; 0.7329192546583851; 0.5448035763737786; 0.6226912928759895; 0.7329192546583851; 0.5479882897495747; 0.8305183459522424; 0.8923654568210263; 0.816599921836556
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.765625   0.75520833 0.70833333 0.71052632 0.74736842]; 0.5188679245283019; 0.5345911949685535; 0.7267587939698492; 0.8598326359832636; 0.8598326359832636; 0.8598326359832636; 0.5898123324396782; 0.7189542483660131; 0.5261437908496733; 0.5978260869565218; 0.6875; 0.533623417721519; 0.7436652916912198; 0.797724399494311; 0.7272017752777422
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.73684211 0.72105263 0.76315789 0.77368421 0.68617021]; 0.5; 0.5474683544303798; 0.8056962025316455; 0.9936575052854123; 0.9915611814345991; 0.9936708860759494; 0.556179775280899; 0.6073619631901841; 0.4964914391114319; 0.5925925925925927; 0.65; 0.5461538461538462; 0.8142770719903206; 0.8444165621079046; 0.8053500435060597
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.74479167 0.74479167 0.74210526 0.73157895 0.72105263]; 0.4937106918238994; 0.4779874213836478; 0.7830188679245284; 0.9810526315789474; 0.9769392033542977; 0.981132075471698; 0.5250737463126843; 0.5741935483870968; 0.49568573124876314; 0.5310734463276837; 0.562874251497006; 0.4734901058809533; 0.7900182592818016; 0.8122653316645807; 0.7828709717741361
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.85416667 0.91145833 0.88421053 0.94736842 0.85263158]; 0.550314465408805; 0.5283018867924528; 0.7867924528301887; 0.9515789473684211; 0.9475890985324947; 0.9517819706498952; 0.6060606060606061; 0.6918238993710691; 0.550314465408805; 0.5989304812834225; 0.7; 0.5272151898734176; 0.7990515708358031; 0.8467336683417085; 0.7867169601154386
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.87894737 0.89473684 0.86842105 0.85789474 0.86315789]; 0.5569620253164557; 0.5822784810126582; 0.8122629582806574; 0.9742002063983489; 0.9936842105263158; 0.9736842105263159; 0.5833333333333334; 0.6447368421052632; 0.5601732991014121; 0.6451612903225805; 0.6936416184971098; 0.5705970330247787; 0.8228980322003577; 0.8625; 0.8116847826086957
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.92708333 0.9375     0.85789474 0.95263158 0.91052632]; 0.46540880503144655; 0.4811320754716981; 0.7786163522012579; 0.982010582010582; 0.9727463312368972; 0.9821802935010482; 0.5197740112994351; 0.5609756097560976; 0.4623059866962306; 0.5504087193460491; 0.6196319018404908; 0.47755788640411634; 0.7887154861944777; 0.8171641791044776; 0.7781749648703049
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.91666667 0.92083333 0.8875     0.91666667 0.90336134]; 0.5154929577464789; 0.5267605633802817; 0.8186582809224319; 0.9949832775919734; 0.993322203672788; 0.994991652754591; 0.6475409836065574; 0.9028571428571428; 0.5208730158730158; 0.6626506024096385; 0.9166666666666666; 0.5211904761904762; 0.841429880843263; 0.9622641509433962; 0.8186582809224319
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; 10; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.90416667 0.925      0.92916667 0.93333333 0.92916667]; 0.5423728813559322; 0.5; 0.8207547169811321; 0.9974979149291077; 0.9966666666666667; 0.9974999999999999; 0.646288209606987; 0.8131868131868132; 0.5345003833375926; 0.5893271461716937; 0.7383720930232558; 0.5065486838742653; 0.8362068965517242; 0.9150943396226415; 0.820754716981132
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.89495798 0.89915966 0.87815126 0.87815126 0.88655462]; 0.5766016713091922; 0.5626740947075209; 0.8380503144654088; 1.0; 1.0; 1.0; 0.6651982378854626; 0.8162162162162162; 0.5690276483379932; 0.639080459770115; 0.7988505747126436; 0.5696955576265921; 0.8513708513708514; 0.9276729559748428; 0.8380503144654088
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.75416667 0.80252101 0.76470588 0.71848739 0.73529412]; 0.553072625698324; 0.4972067039106145; 0.730083857442348; 0.8540450375312761; 0.8590604026845637; 0.8531879194630874; 0.6208530805687204; 0.7318435754189944; 0.5530726256983239; 0.5609756097560976; 0.6424581005586593; 0.4972067039106145; 0.7464303298867552; 0.7945492662473794; 0.730083857442348
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71428571 0.66806723 0.71008403 0.7394958  0.69067797]; 0.4861111111111111; 0.5388888888888889; 0.7945492662473794; 0.9656903765690377; 0.9713804713804713; 0.9654882154882154; 0.5747126436781609; 0.6944444444444444; 0.48611111111111116; 0.6175115207373272; 0.7444444444444445; 0.538888888888889; 0.810077519379845; 0.8763102725366876; 0.7945492662473794
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73109244 0.71428571 0.74789916 0.74369748 0.75      ]; 0.5388888888888889; 0.4861111111111111; 0.7866876310272537; 0.953020134228188; 0.9562289562289562; 0.9528619528619529; 0.5743589743589744; 0.6222222222222222; 0.538888888888889; 0.5292620865139949; 0.5777777777777777; 0.4861111111111111; 0.7939240506329114; 0.8218029350104822; 0.7866876310272537
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.84166667 0.87815126 0.88235294 0.90336134 0.8697479 ]; 0.49162011173184356; 0.5139664804469274; 0.7631027253668763; 0.9210526315789472; 0.9395973154362416; 0.9194630872483223; 0.574766355140187; 0.6949152542372882; 0.49386646689764957; 0.6116071428571429; 0.7569060773480663; 0.5112214002559541; 0.7839388145315488; 0.859538784067086; 0.7631027253668764
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.87083333 0.82916667 0.89915966 0.8697479  0.89915966]; 0.4649859943977591; 0.45938375350140054; 0.7793501048218029; 0.9692435577722361; 0.9765494137353434; 0.9690117252931324; 0.5213032581453634; 0.5810055865921788; 0.4646600966668759; 0.4960835509138381; 0.5337078651685393; 0.4595913627518674; 0.7879093198992443; 0.8197064989517819; 0.7793501048218029
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.89166667 0.90833333 0.90416667 0.90416667 0.88655462]; 0.4788732394366197; 0.5126760563380282; 0.7966457023060797; 0.9749163879598663; 0.9732888146911519; 0.9749582637729549; 0.5667447306791569; 0.7034883720930233; 0.48562396746727665; 0.6164079822616407; 0.7595628415300546; 0.5047814207650273; 0.8129218900675025; 0.8836477987421384; 0.7966457023060798
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.91258741 0.92657343 0.92657343 0.92657343 0.93706294]; 0.4811715481171548; 0.5188284518828452; 0.8558700209643606; 0.9747899159663865; 0.9734265734265735; 0.9748251748251748; 0.6287425149700598; 0.9375; 0.5081200787401574; 0.6627565982404692; 0.889763779527559; 0.49398903262092236; 0.8692344270090347; 0.9580712788259959; 0.8558700209643606
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.95138889 0.89930556 0.88811189 0.92307692 0.90909091]; 0.5654008438818565; 0.5738396624472574; 0.8930817610062893; 1.0; 1.0; 1.0; 0.6600660066006602; 0.8771929824561403; 0.5768078733418913; 0.6892307692307692; 0.9105691056910569; 0.5605477107402653; 0.901066925315228; 0.9737945492662474; 0.8930817610062893
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.89930556 0.88888889 0.92657343 0.89160839 0.90909091]; 0.5358649789029536; 0.5738396624472574; 0.8852201257861635; 0.9944134078212291; 0.99302649930265; 0.9944211994421199; 0.6232876712328768; 0.7711864406779662; 0.5368537245406637; 0.6599326599326599; 0.8235294117647058; 0.5727816550348953; 0.8916378030677882; 0.9444444444444444; 0.8852201257861635
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; 12; svd_trunc_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73611111 0.70833333 0.70138889 0.68531469 0.70629371]; 0.5423728813559322; 0.5635593220338984; 0.7672955974842768; 0.83785664578984; 0.8384401114206128; 0.8377437325905293; 0.5714285714285715; 0.5625; 0.5405092592592593; 0.5795918367346939; 0.6574074074074074; 0.5708912037037037; 0.7704239917269907; 0.7809224318658281; 0.7672955974842768
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; 12; svd_trunc_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.76736111 0.72222222 0.74652778 0.77083333 0.75174825]; 0.502127659574468; 0.5106382978723404; 0.8490566037735849; 0.961218836565097; 0.9652294853963839; 0.96105702364395; 0.5063291139240506; 0.5128205128205128; 0.5021729682746632; 0.5418326693227091; 0.576271186440678; 0.5103578154425612; 0.8509316770186336; 0.8616352201257862; 0.8490566037735849
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72377622 0.70979021 0.73426573 0.6958042  0.75704225]; 0.5291666666666667; 0.5708333333333333; 0.8584905660377359; 0.9621848739495799; 0.9621848739495799; 0.96218487394958; 0.5533596837944664; 0.5645161290322581; 0.5279477196885429; 0.6023166023166022; 0.6724137931034483; 0.5741101223581758; 0.8608247422680413; 0.8752620545073375; 0.8584905660377359
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82517483 0.87062937 0.84265734 0.86363636 0.83450704]; 0.6375; 0.6375; 0.8322851153039832; 0.8991712707182321; 0.9117647058823529; 0.8977591036414564; 0.6716981132075471; 0.7063492063492064; 0.6338763575605681; 0.6692015209125475; 0.7719298245614035; 0.6439014202172096; 0.8380566801619433; 0.8679245283018868; 0.8322851153039833
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.9020979  0.85664336 0.84265734 0.89160839 0.91258741]; 0.5104602510460251; 0.5188284518828452; 0.8584905660377359; 0.9734265734265735; 0.9734265734265735; 0.9734265734265735; 0.5776173285198556; 0.64; 0.5042105263157894; 0.5660377358490566; 0.6578947368421053; 0.5249473684210526; 0.8630831643002028; 0.8920335429769392; 0.8584905660377358
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.91608392 0.9020979  0.90909091 0.90559441 0.91901408]; 0.4083333333333333; 0.45416666666666666; 0.8422431865828093; 0.9803370786516854; 0.9775910364145658; 0.9803921568627451; 0.5069444444444445; 0.6134453781512605; 0.4100284741995972; 0.5787781350482315; 0.743801652892562; 0.4517327592193902; 0.8512110726643598; 0.9025157232704403; 0.8422431865828092
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.86458333 0.83333333 0.85416667 0.83333333]; 0.575; 0.625; 0.82625; 0.9771309771309771; 0.9791666666666666; 0.9770833333333332; 0.6344086021505375; 0.6781609195402298; 0.5651078570303889; 0.6666666666666666; 0.7792207792207793; 0.6305742450320764; 0.8358913813459268; 0.8762376237623762; 0.8257450745074508
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; 4; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.8125     0.77659574 0.80851064 0.72340426 0.79787234]; 0.6624203821656051; 0.6114649681528662; 0.8155216284987278; 0.9333333333333333; 0.9194915254237288; 0.9343220338983051; 0.6971428571428572; 0.8026315789473685; 0.6667478882391165; 0.6390532544378699; 0.675; 0.6102272727272727; 0.8207663782447466; 0.8469387755102041; 0.8156013674505336
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.84375    0.8125     0.80851064 0.80851064 0.85106383]; 0.6139240506329114; 0.6075949367088608; 0.8050632911392405; 0.9344608879492601; 0.9324894514767933; 0.9345991561181434; 0.6432748538011696; 0.7142857142857143; 0.6164021164021165; 0.6265060240963856; 0.6666666666666666; 0.6083333333333333; 0.8098765432098767; 0.8367346938775511; 0.8053020203056097
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.60416667 0.53191489 0.54255319 0.4787234 ]; 0.5253164556962026; 0.5379746835443038; 0.5443037974683544; 0.5691056910569106; 0.5907172995780591; 0.5527426160337552; 0.5810055865921787; 0.5977011494252874; 0.5171604338675733; 0.5521472392638037; 0.5844155844155844; 0.5391213724547057; 0.5683453237410073; 0.5910224438902744; 0.5435832013795845
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.45833333 0.48958333 0.55208333 0.51041667 0.57291667]; 0.46875; 0.4875; 0.79125; 1.0; 1.0; 1.0; 0.48484848484848486; 0.47058823529411764; 0.46862745098039216; 0.5591397849462365; 0.5473684210526316; 0.4736842105263158; 0.7990373044524668; 0.7904761904761904; 0.7912907268170426
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.51041667 0.47916667 0.56382979 0.44680851 0.55319149]; 0.4810126582278481; 0.4240506329113924; 0.7759493670886076; 0.9915254237288136; 0.9873417721518988; 0.9915611814345991; 0.5393258426966292; 0.5217391304347826; 0.47299077733860345; 0.3973509933774835; 0.38461538461538464; 0.42355769230769236; 0.7790262172284644; 0.7665847665847666; 0.776242774937292
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.67708333 0.66666667 0.84375    0.72916667]; 0.675; 0.6; 0.755; 0.8387096774193549; 0.8666666666666667; 0.8333333333333334; 0.6790123456790124; 0.6790123456790124; 0.6749492108141897; 0.6097560975609756; 0.6172839506172839; 0.5997812158149711; 0.7615571776155717; 0.7786069651741293; 0.7548813720343008
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.8125     0.77083333 0.81914894 0.73404255 0.81914894]; 0.6708860759493671; 0.689873417721519; 0.8481012658227848; 0.958963282937365; 0.9367088607594937; 0.959915611814346; 0.6708860759493671; 0.6235294117647059; 0.6747784045124899; 0.6370370370370372; 0.5972222222222222; 0.6823320413436693; 0.8412698412698412; 0.8071065989847716; 0.8479977439368303
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.80208333 0.78125    0.80208333 0.76041667]; 0.65; 0.59375; 0.805; 0.9250535331905781; 0.9; 0.9270833333333334; 0.67816091954023; 0.7108433734939759; 0.6476294789547801; 0.6632124352331606; 0.7619047619047619; 0.5848997493734336; 0.8129496402877698; 0.8329238329238329; 0.8045026289301098
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.81944444 0.73611111 0.84722222 0.79577465 0.81690141]; 0.5672268907563025; 0.5504201680672269; 0.7558724832214765; 0.8870292887029289; 0.888268156424581; 0.8868715083798883; 0.6460481099656358; 0.7704918032786885; 0.5619700395703787; 0.6372881355932203; 0.7899159663865546; 0.5504201680672269; 0.7766692248656945; 0.8447412353923205; 0.7554228942560254
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.81944444 0.78873239 0.75352113 0.80985915]; 0.6596638655462185; 0.5966386554621849; 0.8243697478991596; 0.9551820728291317; 0.9551820728291317; 0.9551820728291318; 0.6720647773279351; 0.7614678899082569; 0.667555650380485; 0.6417910447761195; 0.6564885496183206; 0.5899265177998145; 0.8299430431244915; 0.8542713567839196; 0.8242688993025837
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79861111 0.76388889 0.73611111 0.71830986 0.78873239]; 0.6176470588235294; 0.6134453781512605; 0.8095637583892618; 0.9376770538243627; 0.9245810055865922; 0.9385474860335196; 0.6539923954372623; 0.7350427350427351; 0.6195874832238469; 0.6567164179104478; 0.7457627118644068; 0.61454802259887; 0.8164915117219079; 0.851602023608769; 0.8097743006190756
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.47222222 0.52777778 0.48611111 0.57746479 0.5       ]; 0.5336134453781513; 0.542016806722689; 0.5469798657718121; 0.45017182130584193; 0.3659217877094972; 0.5530726256983239; 0.4064171122994652; 0.3333333333333333; 0.5255376344086021; 0.441025641025641; 0.34959349593495936; 0.5487097914457405; 0.43983402489626555; 0.3563025210084034; 0.5466604732345199
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.54225352 0.47887324 0.52816901 0.47183099 0.51428571]; 0.5084745762711864; 0.5296610169491526; 0.8076271186440678; 1.0; 1.0; 1.0; 0.536; 0.5537190082644629; 0.5072942867409271; 0.5236051502145922; 0.5169491525423728; 0.5296610169491525; 0.8094038623005877; 0.8128161888701517; 0.8076005986940197
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.52816901 0.45774648 0.51408451 0.42253521 0.51428571]; 0.4788135593220339; 0.5042372881355932; 0.7889830508474577; 0.9873060648801129; 0.9887005649717514; 0.9872881355932203; 0.4721030042918455; 0.4583333333333333; 0.47916666666666663; 0.4978540772532189; 0.5321100917431193; 0.5062125261865202; 0.7880851063829787; 0.7941680960548885; 0.7890438470224191
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.82394366 0.8028169  0.80985915 0.80985915 0.80985915]; 0.6398305084745762; 0.6101694915254238; 0.7766497461928934; 0.8714918759231906; 0.8309859154929577; 0.8774647887323944; 0.6320346320346321; 0.6460176991150443; 0.6400820202892294; 0.5855855855855856; 0.5462184873949579; 0.6107160813043166; 0.7663716814159293; 0.737649063032368; 0.776387556726268
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.79166667 0.75694444 0.76388889 0.82638889 0.77777778]; 0.6333333333333333; 0.6583333333333333; 0.8375; 0.965034965034965; 0.9583333333333334; 0.9652777777777779; 0.6451612903225806; 0.7079646017699115; 0.6374468678140897; 0.6893939393939394; 0.7222222222222222; 0.6549707602339182; 0.8410757946210268; 0.8614357262103506; 0.8375398264995181
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.88028169 0.76760563 0.80985915 0.79577465 0.78873239]; 0.576271186440678; 0.5423728813559322; 0.7952622673434856; 0.9517045454545454; 0.9436619718309859; 0.9521126760563381; 0.609375; 0.6190476190476191; 0.5731601731601732; 0.5645161290322581; 0.6086956521739131; 0.5440172475745598; 0.7996688741721856; 0.8104026845637584; 0.7951330828962136
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; 8; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.828125   0.80208333 0.80208333 0.77894737 0.8       ]; 0.6540880503144654; 0.6289308176100629; 0.7870603015075377; 0.8849740932642488; 0.893305439330544; 0.8838912133891214; 0.6820809248554913; 0.7612903225806451; 0.6567187809222244; 0.6775956284153005; 0.7848101265822784; 0.6299050632911392; 0.7978533094812164; 0.8457648546144121; 0.7874267469077054
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.77604167 0.77368421 0.77368421 0.75263158 0.77368421]; 0.6466876971608833; 0.5394321766561514; 0.8247162673392182; 0.9789473684210527; 0.976890756302521; 0.9789915966386554; 0.6836158192090396; 0.7469135802469136; 0.6444245320589407; 0.5944444444444444; 0.6604938271604939; 0.5366985264834727; 0.8329326923076923; 0.86625; 0.8243463740458016
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.78645833 0.828125   0.765625   0.75263158 0.73684211]; 0.6194968553459119; 0.6069182389937107; 0.8153266331658291; 0.9495798319327731; 0.9456066945606695; 0.9497907949790797; 0.6472303206997084; 0.6607142857142857; 0.6170238095238094; 0.6081504702194357; 0.6423841059602649; 0.6086172026807313; 0.8178438661710038; 0.8281053952321205; 0.8153105592512804
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.54166667 0.59375    0.57291667 0.51041667 0.49479167]; 0.571875; 0.490625; 0.54875; 0.5204545454545455; 0.47708333333333336; 0.5604166666666667; 0.5508196721311476; 0.5153374233128835; 0.5729553358602635; 0.4511784511784512; 0.4110429447852761; 0.49214567621429406; 0.5128205128205128; 0.47146401985111663; 0.5493340250389084
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.48421053 0.53684211 0.58947368 0.46315789 0.47340426]; 0.49683544303797467; 0.560126582278481; 0.810126582278481; 0.9978858350951374; 0.9957805907172996; 0.9978902953586498; 0.4887459807073955; 0.4840764331210191; 0.496755197692585; 0.5442622950819672; 0.5496688741721855; 0.5596829219345776; 0.8079385403329066; 0.8069053708439897; 0.8100942894320199
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.47894737 0.48421053 0.52631579 0.46842105 0.46315789]; 0.4873417721518987; 0.46835443037974683; 0.7806573957016435; 0.982124079915878; 0.9831578947368421; 0.9821052631578949; 0.5; 0.5192307692307693; 0.48774038461538466; 0.4878048780487805; 0.5; 0.46794871794871795; 0.7835308796007486; 0.7939317319848294; 0.7806573957016435
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; 8; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.76041667 0.78645833 0.828125   0.83333333 0.80729167]; 0.6875; 0.5875; 0.766875; 0.8538860103626943; 0.8583333333333333; 0.853125; 0.7159090909090908; 0.75; 0.6842105263157896; 0.6393442622950819; 0.73125; 0.5874999999999999; 0.7783719548425431; 0.8106435643564357; 0.766432893289329
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.72395833 0.78421053 0.78947368 0.75263158]; 0.5691823899371069; 0.6194968553459119; 0.8050314465408805; 0.9453781512605042; 0.9433962264150944; 0.9454926624737946; 0.6028985507246378; 0.65; 0.5686708860759494; 0.6472303206997084; 0.7350993377483444; 0.625034698814292; 0.8109756097560976; 0.8439086294416244; 0.8053707735736801
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.72916667 0.77368421 0.77368421 0.8        0.70526316]; 0.6309148264984227; 0.6214511041009464; 0.817780580075662; 0.9463917525773197; 0.9642857142857143; 0.9453781512605043; 0.6608695652173913; 0.7125; 0.6301353503184713; 0.6590909090909091; 0.7116564417177914; 0.6188152338459086; 0.8266346730653868; 0.8623279098873592; 0.8174409562143277
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.775      0.73333333 0.78991597 0.78991597 0.74789916]; 0.6218487394957983; 0.6302521008403361; 0.7657232704402516; 0.8529411764705881; 0.8743718592964824; 0.8492462311557789; 0.6683046683046683; 0.7597765363128491; 0.6214613018642897; 0.6683417085427135; 0.7471910112359551; 0.6305787458414412; 0.7796944307540662; 0.8291404612159329; 0.7657232704402515
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.775      0.72268908 0.78151261 0.70168067 0.74789916]; 0.6620111731843575; 0.6284916201117319; 0.85062893081761; 0.9740150880134115; 0.9748322147651006; 0.973993288590604; 0.6921119592875319; 0.7351351351351352; 0.6594750820184346; 0.6666666666666667; 0.7687861271676301; 0.6330417122324636; 0.8564231738035265; 0.8909853249475891; 0.8506289308176099
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.71428571 0.72689076 0.72689076 0.73529412 0.73529412]; 0.6545961002785515; 0.6768802228412256; 0.8485324947589099; 0.9582978723404255; 0.946218487394958; 0.9588235294117647; 0.651685393258427; 0.6744186046511628; 0.6553911205073994; 0.6931216931216931; 0.7005347593582888; 0.6758487750279817; 0.8486118386589838; 0.8490566037735849; 0.8485324947589098
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.53781513 0.57142857 0.55462185 0.60504202 0.55508475]; 0.4527777777777778; 0.5166666666666667; 0.5445492662473794; 0.5891089108910891; 0.601010101010101; 0.5808080808080808; 0.4774535809018568; 0.4787234042553192; 0.451571004453241; 0.5112359550561798; 0.5290697674418605; 0.5171944581890153; 0.5532133676092543; 0.5639412997903563; 0.5445492662473794
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52521008 0.53361345 0.53781513 0.51680672 0.55084746]; 0.4888888888888889; 0.49722222222222223; 0.8087002096436059; 1.0; 1.0; 1.0; 0.5233160621761658; 0.5519125683060109; 0.48782069093266645; 0.5041095890410958; 0.519774011299435; 0.49759192368250443; 0.8117586384734399; 0.8249475890985325; 0.8087002096436059
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.475      0.50840336 0.47478992 0.5210084  0.52941176]; 0.5139664804469274; 0.5363128491620112; 0.8160377358490566; 0.9907795473595976; 0.9916107382550335; 0.9907718120805369; 0.5056818181818182; 0.5144508670520231; 0.5139821902827684; 0.5654450261780104; 0.5837837837837838; 0.5346664583658803; 0.8178515827711468; 0.8259958071278826; 0.8160377358490566
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73109244 0.78151261 0.7394958  0.70588235 0.80932203]; 0.6305555555555555; 0.6333333333333333; 0.7484276729559748; 0.8224607762180015; 0.8383838383838383; 0.819023569023569; 0.6840855106888362; 0.7659574468085106; 0.6242577931716972; 0.6780487804878048; 0.8081395348837209; 0.640771895101435; 0.7649363369245836; 0.8186582809224319; 0.7484276729559748
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.79166667 0.72689076 0.77731092 0.73529412]; 0.6358543417366946; 0.5518207282913166; 0.8186582809224319; 0.9522998296422488; 0.9363484087102177; 0.9530988274706867; 0.6036585365853658; 0.5625; 0.6348411602209943; 0.48717948717948717; 0.4198895027624309; 0.5536947513812155; 0.8092613009922822; 0.7693920335429769; 0.8186582809224319
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.775      0.7375     0.7875     0.80252101 0.79831933]; 0.6179775280898876; 0.5702247191011236; 0.790356394129979; 0.9069572506286673; 0.9046822742474916; 0.9071906354515051; 0.6650246305418719; 0.7180851063829787; 0.6120187436676798; 0.5690140845070423; 0.6011904761904762; 0.571871833839919; 0.7952917093142273; 0.8144654088050315; 0.7903563941299789
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; 12; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.72569444 0.76041667 0.77777778 0.70486111 0.75174825]; 0.5872340425531914; 0.574468085106383; 0.7678197064989518; 0.8282122905027933; 0.8247566063977747; 0.8289290681502086; 0.6367041198501873; 0.6854838709677419; 0.5814806742226097; 0.6153846153846154; 0.7207207207207207; 0.5821345539087475; 0.7738642164369578; 0.7945492662473794; 0.7678197064989518
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72727273 0.73426573 0.76923077 0.72027972 0.71478873]; 0.6541666666666667; 0.625; 0.8736897274633124; 0.952247191011236; 0.9495798319327731; 0.9523809523809524; 0.6819923371647509; 0.7355371900826446; 0.653482880755608; 0.6538461538461539; 0.7142857142857143; 0.6257378984651711; 0.8760925449871466; 0.8930817610062893; 0.8736897274633124
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.78472222 0.79166667 0.74305556 0.72569444 0.72377622]; 0.6085106382978723; 0.5787234042553191; 0.8469601677148847; 0.9298123697011813; 0.9304589707927677; 0.9297635605006954; 0.5490196078431372; 0.45161290322580644; 0.6176983435047951; 0.4974619289340101; 0.44144144144144143; 0.5715271723336239; 0.8413043478260869; 0.8113207547169812; 0.8469601677148847
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.48951049 0.51048951 0.53496503 0.48239437]; 0.5333333333333333; 0.5541666666666667; 0.5639412997903563; 0.5476014760147603; 0.5196078431372549; 0.5707282913165266; 0.5333333333333334; 0.512; 0.5342608695652173; 0.5327510917030567; 0.5304347826086957; 0.5532173913043479; 0.543859649122807; 0.519916142557652; 0.5639412997903563
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.56993007 0.51398601 0.47202797 0.53846154 0.55594406]; 0.5271966527196653; 0.502092050209205; 0.8784067085953878; 1.0; 1.0; 1.0; 0.5349794238683128; 0.5508474576271186; 0.5274898445160385; 0.536964980544747; 0.5702479338842975; 0.501225661857403; 0.8797927461139896; 0.889937106918239; 0.8784067085953878
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.48263889 0.49652778 0.48251748 0.51398601 0.47552448]; 0.5189873417721519; 0.540084388185654; 0.8789308176100629; 0.9944134078212291; 0.99302649930265; 0.9944211994421199; 0.5086206896551724; 0.5042735042735043; 0.5188034188034187; 0.4784688995215311; 0.4166666666666667; 0.5416666666666667; 0.8766684463427658; 0.860587002096436; 0.878930817610063
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.75174825 0.8041958  0.74825175 0.74125874 0.77272727]; 0.6234309623430963; 0.6359832635983264; 0.7762054507337526; 0.8285322359396433; 0.8447552447552448; 0.8251748251748251; 0.6311475409836066; 0.6311475409836066; 0.6232660781841111; 0.6133333333333332; 0.5897435897435898; 0.6350357292980244; 0.7784120394395434; 0.7861635220125787; 0.7762054507337527
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8006993  0.79020979 0.78671329 0.75524476 0.77972028]; 0.6234309623430963; 0.5564853556485355; 0.8527253668763103; 0.9403508771929825; 0.9370629370629371; 0.9405594405594405; 0.6875000000000001; 0.7443609022556391; 0.6080295077315931; 0.5891472868217055; 0.7169811320754716; 0.5727762803234501; 0.8574327752409944; 0.8857442348008385; 0.8527253668763102
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.74475524 0.76223776 0.75524476 0.79020979 0.75524476]; 0.5899581589958159; 0.5690376569037657; 0.8343815513626834; 0.9205252246026262; 0.9314685314685315; 0.9195804195804197; 0.6141732283464567; 0.65; 0.5897058823529412; 0.5992217898832685; 0.6470588235294118; 0.5693627450980392; 0.8386108273748724; 0.860587002096436; 0.8343815513626834
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.79166667 0.75       0.72916667 0.75      ]; 0.59375; 0.6125; 0.73875; 0.8209606986899564; 0.7833333333333333; 0.8291666666666666; 0.6198830409356725; 0.6309523809523809; 0.5917919799498746; 0.5921052631578947; 0.5; 0.6285714285714286; 0.732394366197183; 0.6908212560386473; 0.7404883482265775
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.76041667 0.77083333 0.73958333 0.76595745]; 0.710691823899371; 0.6352201257861635; 0.8052763819095478; 0.8930817610062892; 0.891213389121339; 0.893305439330544; 0.7526881720430108; 0.8536585365853658; 0.7060500475134622; 0.6881720430107527; 0.7901234567901234; 0.6322412155745489; 0.8174322732626619; 0.8631840796019901; 0.8046884865015026
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.75       0.79166667 0.75       0.82291667]; 0.575; 0.68125; 0.81375; 0.935897435897436; 0.9125; 0.9375; 0.5952380952380951; 0.6172839506172839; 0.5744647601187686; 0.6982248520710059; 0.7564102564102564; 0.683083176985616; 0.8149068322981368; 0.8220551378446115; 0.8137707110669442
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5        0.51041667 0.60416667 0.44791667 0.5       ]; 0.5157232704402516; 0.4528301886792453; 0.6268844221105527; 0.7268993839835729; 0.7405857740585774; 0.7217573221757323; 0.46153846153846156; 0.4647887323943662; 0.5108034571062741; 0.43870967741935485; 0.40963855421686746; 0.45481927710843373; 0.621656050955414; 0.6208651399491094; 0.6268097411904356
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; 4; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.55208333 0.42553191 0.57446809 0.45744681 0.5106383 ]; 0.46496815286624205; 0.40764331210191085; 0.7748091603053435; 1.0; 1.0; 1.0; 0.4814814814814815; 0.5342465753424658; 0.4695042400521853; 0.3841059602649007; 0.3625; 0.4085227272727273; 0.7745222929936305; 0.781491002570694; 0.7748764836531052
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.46875    0.58333333 0.42708333 0.41666667 0.46875   ]; 0.54375; 0.43125; 0.79125; 0.9937888198757764; 1.0; 0.99375; 0.46715328467153283; 0.45714285714285713; 0.5341269841269841; 0.45508982035928147; 0.4810126582278481; 0.4318643538052821; 0.7878017789072427; 0.7969151670951157; 0.7914016224769982
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.79166667 0.77083333 0.78723404 0.75531915 0.75531915]; 0.6455696202531646; 0.6075949367088608; 0.7430379746835443; 0.8282828282828282; 0.8649789029535865; 0.820675105485232; 0.7052631578947368; 0.788235294117647; 0.6338436744560838; 0.6219512195121951; 0.7285714285714285; 0.6199675324675324; 0.7608951707891637; 0.8239795918367347; 0.7436480873756538
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.71875    0.71875    0.75531915 0.78723404]; 0.5949367088607594; 0.5632911392405063; 0.8068181818181818; 0.9585062240663901; 0.9705882352941176; 0.9579831932773109; 0.6559139784946236; 0.8472222222222222; 0.6154715762273901; 0.6461538461538461; 0.7682926829268293; 0.555198973042362; 0.8227114716106605; 0.9056122448979592; 0.8078061224489796
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.78125    0.75       0.71276596 0.76595745]; 0.6392405063291139; 0.5822784810126582; 0.8068181818181818; 0.9347826086956522; 0.9033613445378151; 0.9369747899159663; 0.6369426751592356; 0.6329113924050633; 0.6392405063291139; 0.547945205479452; 0.5882352941176471; 0.5830065359477123; 0.799475753604194; 0.7922077922077922; 0.8064233064233064
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.71527778 0.75       0.74305556 0.76760563 0.76760563]; 0.6596638655462185; 0.6512605042016807; 0.7315436241610739; 0.7984496124031009; 0.8631284916201117; 0.782122905027933; 0.7054545454545454; 0.8016528925619835; 0.6572367026912481; 0.700361010830325; 0.7886178861788617; 0.6464828561329091; 0.7586726998491704; 0.8355481727574751; 0.7304859507855173
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.6875     0.75694444 0.72222222 0.71527778 0.76056338]; 0.6652719665271967; 0.5983263598326359; 0.790133779264214; 0.8942172073342736; 0.883008356545961; 0.8955431754874652; 0.6875; 0.7787610619469026; 0.671126562719483; 0.6160000000000001; 0.6754385964912281; 0.6017192982456141; 0.7934156378600823; 0.8225255972696246; 0.7907709953561237
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.68055556 0.65492958 0.72535211 0.64084507]; 0.6680672268907563; 0.6638655462184874; 0.8016806722689076; 0.8926080892608089; 0.896358543417367; 0.892156862745098; 0.6325581395348837; 0.6071428571428571; 0.6646825396825398; 0.6581196581196581; 0.6875; 0.6651785714285714; 0.797598627787307; 0.8003442340791739; 0.8016499495519023
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.53472222 0.55555556 0.51408451 0.5        0.57746479]; 0.5084033613445378; 0.47058823529411764; 0.5504201680672269; 0.6322418136020151; 0.7030812324929971; 0.5910364145658262; 0.5650557620817844; 0.6440677966101694; 0.5095338983050848; 0.5263157894736842; 0.5691056910569106; 0.4671615411806292; 0.5974416854778029; 0.6638795986622074; 0.5498452047365091
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.45138889 0.6056338  0.53521127 0.58450704 0.47183099]; 0.4472573839662447; 0.46835443037974683; 0.7833052276559865; 1.0; 1.0; 1.0; 0.4609053497942387; 0.45901639344262296; 0.44689950106913756; 0.48360655737704916; 0.4796747967479675; 0.4679075738125802; 0.7856547122602169; 0.78369384359401; 0.7832999132499965
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.47916667 0.54225352 0.53521127 0.42253521 0.48591549]; 0.5189873417721519; 0.4936708860759494; 0.7942664418212478; 0.9860335195530725; 0.9915730337078652; 0.9859550561797753; 0.5128205128205129; 0.5172413793103449; 0.5189512681675691; 0.48275862068965514; 0.45161290322580644; 0.49571795603768193; 0.7935702199661591; 0.7869127516778524; 0.7943038334660449
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.74305556 0.68055556 0.71527778 0.66666667]; 0.7083333333333334; 0.6416666666666667; 0.715; 0.7173252279635258; 0.6555555555555556; 0.7416666666666666; 0.732824427480916; 0.7741935483870968; 0.7060622914349277; 0.6587301587301587; 0.7217391304347827; 0.6448695652173914; 0.7081911262798635; 0.6928213689482471; 0.7149630971197142
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72222222 0.72916667 0.73943662 0.73239437 0.78169014]; 0.6386554621848739; 0.5882352941176471; 0.7915966386554621; 0.9093484419263457; 0.8991596638655462; 0.9103641456582634; 0.701388888888889; 0.7769230769230769; 0.6245726495726496; 0.5847457627118645; 0.6764705882352942; 0.5992647058823529; 0.7983739837398374; 0.833616298811545; 0.7920161360946244
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.6875     0.65277778 0.72222222 0.72222222 0.65492958]; 0.606694560669456; 0.6527196652719666; 0.8018394648829431; 0.9162011173184358; 0.9136490250696379; 0.9164345403899722; 0.6050420168067226; 0.6101694915254238; 0.6067376383246954; 0.6693227091633466; 0.6614173228346457; 0.6521372328458943; 0.8033195020746887; 0.8013245033112583; 0.8018446840880615
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.73958333 0.734375   0.79166667 0.734375   0.734375  ]; 0.65; 0.628125; 0.7075; 0.7687804878048782; 0.8208333333333333; 0.7531249999999999; 0.69060773480663; 0.8169934640522876; 0.6569997260381198; 0.6775067750677508; 0.7716049382716049; 0.6263087982497264; 0.7334851936218679; 0.810062893081761; 0.7081370366029923
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; 8; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.71578947 0.75789474 0.71052632 0.70526316 0.74736842]; 0.6424050632911392; 0.6107594936708861; 0.7876106194690266; 0.8933901918976547; 0.8821052631578947; 0.8947368421052632; 0.5978647686832741; 0.5384615384615384; 0.6411057692307692; 0.5684210526315789; 0.5294117647058824; 0.6082641645615301; 0.7765957446808511; 0.7448979591836735; 0.7872359470103831
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.72395833 0.68421053 0.69473684 0.71052632]; 0.5786163522012578; 0.6226415094339622; 0.7830188679245284; 0.902465166130761; 0.8825995807127882; 0.9046121593291403; 0.5620915032679739; 0.5308641975308642; 0.5795346628679963; 0.5588235294117647; 0.5314685314685315; 0.6143056943056943; 0.7716743878226341; 0.7455242966751918; 0.7824156136841306
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.41666667 0.50526316 0.47894737 0.54210526 0.55263158]; 0.5425867507886435; 0.4921135646687697; 0.5353089533417402; 0.5310119695321002; 0.5126050420168067; 0.5472689075630252; 0.5337620578778135; 0.51875; 0.5428144904458598; 0.45051194539249145; 0.4342105263157895; 0.4898325358851674; 0.5160866710439922; 0.4987309644670051; 0.5350797679477882
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5        0.46875    0.55729167 0.54166667 0.46315789]; 0.4670846394984326; 0.5078369905956113; 0.7951127819548872; 1.0; 1.0; 1.0; 0.4551282051282051; 0.4057142857142857; 0.4736904761904762; 0.5078369905956113; 0.5225806451612903; 0.5082415420928402; 0.7942101950912523; 0.7799752781211372; 0.79532436078865
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.50520833 0.52631579 0.46315789 0.5       ]; 0.46226415094339623; 0.449685534591195; 0.7786163522012579; 0.9937369519832986; 0.9979035639412998; 0.9937106918238995; 0.49258160237388726; 0.5060975609756098; 0.46084098828001274; 0.4615384615384615; 0.4966887417218543; 0.4519371852321846; 0.7827160493827161; 0.8005050505050505; 0.7786986405407459
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.77894737 0.73684211 0.77368421 0.74210526 0.74736842]; 0.6170886075949367; 0.6107594936708861; 0.702275600505689; 0.7608008429926237; 0.76; 0.7610526315789474; 0.6322188449848024; 0.6582278481012658; 0.6170886075949367; 0.6434782608695652; 0.69375; 0.6096955128205128; 0.7097966728280961; 0.7263556116015133; 0.702214561187322
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.74479167 0.70526316 0.75263158 0.7        0.71052632]; 0.6151419558359621; 0.6624605678233438; 0.7868852459016393; 0.8819068255687973; 0.8550420168067226; 0.8855042016806723; 0.6257668711656442; 0.68; 0.6184431137724552; 0.6843657817109143; 0.725; 0.6618630573248407; 0.7871536523929471; 0.7951653944020356; 0.7869576972010178
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.72395833 0.67368421 0.7        0.63684211 0.66842105]; 0.5993690851735016; 0.6435331230283912; 0.8184110970996217; 0.9496855345911951; 0.9516806722689075; 0.9495798319327731; 0.563573883161512; 0.5540540540540541; 0.5965536542459619; 0.6143344709897611; 0.5921052631578947; 0.6415071770334928; 0.812743823146944; 0.8054123711340206; 0.8181382843324423
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69583333 0.70416667 0.71428571 0.77731092 0.71848739]; 0.6190476190476191; 0.6722689075630253; 0.7033542976939203; 0.7376362112321878; 0.7370184254606366; 0.7378559463986599; 0.6421052631578947; 0.6559139784946236; 0.6174306734578381; 0.6628242074927955; 0.672514619883041; 0.6722788153178647; 0.7052083333333333; 0.709643605870021; 0.7033542976939203
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6375     0.71666667 0.67647059 0.65546218 0.65966387]; 0.5658263305322129; 0.6302521008403361; 0.8270440251572327; 0.9637742207245156; 0.9581239530988275; 0.9639865996649916; 0.5558739255014327; 0.5705882352941176; 0.5660427807486631; 0.639344262295082; 0.6256684491978609; 0.6304812834224598; 0.8264984227129338; 0.8238993710691824; 0.8270440251572327
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6512605  0.75210084 0.68067227 0.71428571 0.70168067]; 0.6796657381615598; 0.6573816155988857; 0.8113207547169812; 0.8960817717206132; 0.8840336134453781; 0.8974789915966387; 0.6965699208443272; 0.7457627118644068; 0.6805736636245111; 0.6702412868632708; 0.6868131868131868; 0.6569659154404918; 0.8130841121495328; 0.8207547169811321; 0.8113207547169812
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; 10; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.5        0.50416667 0.52083333 0.54621849 0.50420168]; 0.5393258426966292; 0.5196629213483146; 0.5529350104821803; 0.6075757575757577; 0.6705685618729097; 0.5668896321070235; 0.5591397849462366; 0.611764705882353; 0.5424414927261227; 0.5692695214105794; 0.6075268817204301; 0.5155281467425681; 0.59167065581618; 0.6477987421383647; 0.5529350104821804
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.5125     0.50833333 0.45416667 0.50416667 0.47478992]; 0.49295774647887325; 0.5211267605633803; 0.8165618448637316; 1.0; 1.0; 1.0; 0.5431472081218274; 0.5752688172043011; 0.48881784055481325; 0.5224719101123595; 0.5502958579881657; 0.522459756951072; 0.8203285420944557; 0.8375262054507338; 0.8165618448637316
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.47916667 0.50833333 0.49579832 0.48739496 0.47478992]; 0.5406162464985994; 0.5014005602240896; 0.8181341719077568; 0.9958088851634533; 0.9949748743718593; 0.9958123953098829; 0.5418994413407823; 0.5300546448087432; 0.5408893913698888; 0.4914285714285714; 0.4942528735632184; 0.5012247974373469; 0.8174644923724356; 0.8144654088050315; 0.8181341719077567
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69327731 0.66386555 0.72268908 0.7394958  0.66101695]; 0.6277777777777778; 0.65; 0.7154088050314465; 0.7745019920318725; 0.8181818181818182; 0.7617845117845119; 0.6778846153846154; 0.7877094972067039; 0.628661378437606; 0.7056074766355139; 0.8342541436464088; 0.6489706472421989; 0.7413053835159601; 0.8155136268343816; 0.7154088050314465
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.72268908 0.7605042  0.74789916 0.7394958  0.74789916]; 0.5487465181058496; 0.6044568245125348; 0.7814465408805031; 0.9035012809564474; 0.8890756302521008; 0.9050420168067228; 0.6161137440758293; 0.7262569832402235; 0.5492396027312229; 0.6787330316742082; 0.8333333333333334; 0.6038175046554934; 0.7950859950859951; 0.8480083857442348; 0.7814465408805032
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69166667 0.75       0.76666667 0.66666667 0.68487395]; 0.6281690140845071; 0.6028169014084507; 0.7714884696016772; 0.8667211774325428; 0.8848080133555927; 0.8639398998330551; 0.6901408450704224; 0.75; 0.6139937106918238; 0.6375321336760925; 0.779874213836478; 0.6195289436529329; 0.7860647693817469; 0.839622641509434; 0.7714884696016772
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74475524 0.75524476 0.70979021 0.69230769 0.71478873]; 0.5958333333333333; 0.6041666666666666; 0.7012578616352201; 0.7300000000000001; 0.7156862745098039; 0.7352941176470589; 0.6196078431372549; 0.6076923076923076; 0.5947552447552447; 0.6153846153846154; 0.6909090909090909; 0.6108391608391608; 0.7003154574132492; 0.6981132075471698; 0.7012578616352202
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70979021 0.75874126 0.72377622 0.67482517 0.74475524]; 0.5857740585774058; 0.6150627615062761; 0.8197064989517819; 0.8917197452229301; 0.8811188811188811; 0.893006993006993; 0.6775244299674267; 0.8813559322033898; 0.5894382966802073; 0.7051282051282052; 0.9090909090909091; 0.6113251155624038; 0.8307086614173228; 0.8846960167714885; 0.8197064989517822
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.71875    0.68881119 0.7027972  0.66783217]; 0.5485232067510548; 0.6455696202531646; 0.8370020964360587; 0.9148936170212766; 0.899581589958159; 0.9163179916317992; 0.5114155251141553; 0.43410852713178294; 0.559646856158484; 0.5670103092783505; 0.5092592592592593; 0.6344745908699397; 0.8294020844761383; 0.7924528301886793; 0.8370020964360587
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.49300699 0.5034965  0.48951049 0.55244755 0.52097902]; 0.5062761506276151; 0.4686192468619247; 0.5414046121593291; 0.6134969325153374; 0.6993006993006993; 0.5594405594405594; 0.5530303030303031; 0.6239316239316239; 0.5086871234412218; 0.5448028673835126; 0.6229508196721312; 0.46532156368221944; 0.597330878969167; 0.6802935010482181; 0.5414046121593291
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.48611111 0.50694444 0.47202797 0.48601399 0.46503497]; 0.5232067510548524; 0.5232067510548524; 0.8815513626834381; 1.0; 1.0; 1.0; 0.5311203319502075; 0.5423728813559322; 0.5232872810141005; 0.5349794238683127; 0.5462184873949579; 0.5231092436974789; 0.8821689259645463; 0.8867924528301887; 0.8815513626834381
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.47202797 0.4965035  0.44755245 0.49300699 0.46126761]; 0.525; 0.5291666666666667; 0.8768343815513627; 0.9943899018232819; 0.9929971988795518; 0.9943977591036415; 0.5615384615384615; 0.5887096774193549; 0.5228031145717464; 0.5108225108225108; 0.5086206896551724; 0.5285038932146829; 0.8774126238914971; 0.8815513626834381; 0.8768343815513626
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; 12; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.71527778 0.69791667 0.67361111 0.75694444 0.74825175]; 0.5829787234042553; 0.5531914893617021; 0.7017819706498952; 0.7540322580645162; 0.780250347705146; 0.7454798331015299; 0.6573426573426573; 0.7899159663865546; 0.5803028107794842; 0.6263345195729537; 0.7586206896551724; 0.5557809330628802; 0.7231143552311435; 0.7788259958071279; 0.7017819706498951
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72377622 0.68181818 0.70629371 0.73426573 0.73239437]; 0.6125; 0.6208333333333333; 0.8233752620545073; 0.8896899783705841; 0.8641456582633054; 0.892857142857143; 0.6463878326996197; 0.7264957264957265; 0.6152803835730666; 0.6666666666666666; 0.7398373983739838; 0.6177819470502397; 0.8247529901196048; 0.8312368972746331; 0.8233752620545073
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.67132867 0.67832168 0.65034965 0.68661972]; 0.65; 0.6541666666666667; 0.8616352201257862; 0.9324982602644398; 0.938375350140056; 0.9320728291316527; 0.6470588235294117; 0.6814159292035398; 0.651731586649014; 0.6795366795366795; 0.6929133858267716; 0.6517664274266602; 0.8634953464322648; 0.8752620545073375; 0.8616352201257861
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.64583333 0.66666667 0.72916667 0.76595745 0.67021277]; 0.6012658227848101; 0.6075949367088608; 0.6704545454545454; 0.7094017094017094; 0.6974789915966386; 0.7142857142857143; 0.5531914893617021; 0.4642857142857143; 0.6105212355212356; 0.5; 0.4189189189189189; 0.5963642213642214; 0.6439290586630286; 0.5959595959595959; 0.6704545454545455
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.79166667 0.70833333 0.77083333 0.8125    ]; 0.5625; 0.63125; 0.775; 0.8917197452229298; 0.875; 0.89375; 0.5333333333333333; 0.47619047619047616; 0.5670426065162908; 0.609271523178808; 0.5897435897435898; 0.6302376485303315; 0.766839378238342; 0.736318407960199; 0.7751943798594965
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.71276596 0.69148936 0.75531915 0.76595745 0.76595745]; 0.5833333333333334; 0.5769230769230769; 0.7966751918158568; 0.9401709401709402; 0.9361702127659575; 0.9404255319148938; 0.5517241379310345; 0.5797101449275363; 0.5829585207396302; 0.5925925925925926; 0.6075949367088608; 0.5765247410817032; 0.7948387096774194; 0.804177545691906; 0.7968256149512162
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.47916667 0.47916667 0.46875    0.45833333]; 0.525; 0.49375; 0.80375; 1.0; 1.0; 1.0; 0.5632183908045977; 0.5697674418604651; 0.5213702074167191; 0.43356643356643354; 0.4246575342465753; 0.48819083608880487; 0.8030112923462986; 0.8020050125313283; 0.8037456484103026
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; 4; svd_trunc_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.55319149 0.4893617  0.4893617  0.5212766  0.53191489]; 0.5128205128205128; 0.5384615384615384; 0.8107416879795396; 1.0; 1.0; 1.0; 0.46478873239436613; 0.4925373134328358; 0.5103136005366425; 0.5324675324675325; 0.5857142857142857; 0.5428571428571429; 0.8067885117493473; 0.8306451612903226; 0.8116640440597954
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.55208333 0.38541667 0.54166667 0.45833333 0.53191489]; 0.5157232704402516; 0.5157232704402516; 0.8040201005025126; 0.995798319327731; 0.9916317991631799; 0.99581589958159; 0.49673202614379086; 0.5135135135135135; 0.5155802861685215; 0.5497076023391814; 0.5465116279069767; 0.5129818413507486; 0.8049999999999999; 0.8070175438596491; 0.804012550267356
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.78125    0.70833333 0.6875     0.77083333]; 0.61875; 0.525; 0.685; 0.711779448621554; 0.5916666666666667; 0.7604166666666667; 0.5119999999999999; 0.4444444444444444; 0.6029040404040403; 0.47945205479452063; 0.4166666666666667; 0.530701754385965; 0.6238805970149254; 0.5277777777777778; 0.6834433443344333
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.63541667 0.67708333 0.67708333 0.69791667]; 0.64375; 0.575; 0.7925; 0.9161554192229039; 0.9333333333333333; 0.9145833333333334; 0.5714285714285714; 0.5428571428571428; 0.6325396825396824; 0.5342465753424657; 0.5131578947368421; 0.5720551378446115; 0.7838541666666667; 0.7797927461139896; 0.7920702861004731
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.67708333 0.6875     0.63541667 0.625     ]; 0.6375; 0.64375; 0.7925; 0.8935281837160751; 0.8916666666666667; 0.89375; 0.5857142857142856; 0.5125; 0.6375; 0.6274509803921569; 0.6153846153846154; 0.6430581613508441; 0.7849740932642486; 0.7613065326633166; 0.7923448086202155
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.70833333 0.78472222 0.75       0.75      ]; 0.6125; 0.5625; 0.7208333333333333; 0.8017366136034733; 0.7694444444444445; 0.8097222222222222; 0.6141078838174274; 0.6218487394957983; 0.6125772623098826; 0.5531914893617021; 0.5118110236220472; 0.5656400250853599; 0.7129391602399314; 0.6864686468646864; 0.7211804513784711
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.77083333 0.71830986 0.76760563 0.69014085]; 0.5798319327731093; 0.5798319327731093; 0.7840336134453781; 0.9222373806275581; 0.9467787114845938; 0.9201680672268908; 0.6; 0.6578947368421053; 0.5829796264855688; 0.6428571428571429; 0.6666666666666666; 0.5663430420711975; 0.7965162311955661; 0.83003300330033; 0.7831671865816718
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.70833333 0.72916667 0.65972222 0.70422535]; 0.5899581589958159; 0.6401673640167364; 0.7884615384615384; 0.9007194244604316; 0.871866295264624; 0.903899721448468; 0.5545454545454545; 0.49193548387096775; 0.5937938288920057; 0.5656565656565656; 0.4745762711864407; 0.6381145818742121; 0.7726864330637915; 0.7154742096505824; 0.7888295418000811
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.53472222 0.52083333 0.49295775 0.55633803 0.54225352]; 0.5126050420168067; 0.47478991596638653; 0.5336134453781513; 0.5313432835820895; 0.49859943977591037; 0.5602240896358543; 0.4912280701754386; 0.49557522123893805; 0.511787610619469; 0.48132780082987553; 0.4915254237288136; 0.4749293785310734; 0.5127304653204565; 0.4965986394557823; 0.5331830406581237
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.40972222 0.50694444 0.51388889 0.52777778 0.48611111]; 0.48333333333333334; 0.5625; 0.8091666666666667; 1.0; 1.0; 1.0; 0.44144144144144143; 0.4298245614035088; 0.4807852965747703; 0.5643153526970954; 0.5528455284552846; 0.5627475505524285; 0.8064243448858833; 0.7989949748743719; 0.8091160612348642
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.53472222 0.50694444 0.51388889 0.54166667 0.5       ]; 0.4666666666666667; 0.5125; 0.7925; 0.9944444444444445; 0.9944444444444445; 0.9944444444444445; 0.4666666666666667; 0.448; 0.4674782608695652; 0.5338645418326693; 0.5677966101694916; 0.5134065018060573; 0.7943848059454994; 0.7976782752902156; 0.7924739785161297
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.76388889 0.67361111 0.67605634 0.6971831 ]; 0.6008403361344538; 0.5546218487394958; 0.6711409395973155; 0.7290780141843972; 0.7178770949720671; 0.7332402234636872; 0.624505928853755; 0.6528925619834711; 0.5999505544960091; 0.5725806451612903; 0.6120689655172413; 0.5560344827586207; 0.6749585406301825; 0.6840336134453782; 0.6711625353659052
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.63194444 0.59859155 0.70422535 0.68309859 0.70422535]; 0.6413502109704642; 0.6624472573839663; 0.8052276559865092; 0.9088397790055248; 0.9241573033707865; 0.9073033707865168; 0.6586345381526104; 0.7192982456140351; 0.6442019683354728; 0.6825396825396826; 0.6825396825396826; 0.661089661089661; 0.8114285714285716; 0.8338926174496645; 0.8050819019451712
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.64583333 0.69444444 0.70833333 0.73611111 0.66666667]; 0.5875; 0.5791666666666667; 0.7808333333333334; 0.9118881118881119; 0.9055555555555556; 0.9125; 0.5991902834008097; 0.5481481481481482; 0.5931216931216932; 0.5388127853881279; 0.5363636363636364; 0.5758741258741259; 0.777307366638442; 0.7586776859504132; 0.7810195152441142
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69270833 0.71052632 0.68947368 0.63684211 0.69473684]; 0.5930599369085173; 0.5678233438485805; 0.669609079445145; 0.7588785046728972; 0.8529411764705882; 0.7289915966386555; 0.6596306068601583; 0.8169934640522876; 0.600569902757851; 0.6459948320413438; 0.7861635220125787; 0.5671323939176818; 0.7145969498910675; 0.8324873096446701; 0.6706296197346158
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.77604167 0.73684211 0.61578947 0.70526316 0.66842105]; 0.6403785488958991; 0.583596214511041; 0.7730138713745272; 0.88; 0.8781512605042017; 0.8802521008403361; 0.6481481481481481; 0.660377358490566; 0.640315261523764; 0.5629139072847683; 0.5214723926380368; 0.5854115209943431; 0.7715736040609137; 0.7619047619047619; 0.7730843606478124
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65625    0.61979167 0.56770833 0.64583333 0.61052632]; 0.6802507836990596; 0.6175548589341693; 0.7963659147869674; 0.8935721812434141; 0.8851774530271399; 0.8945720250521921; 0.662251655629139; 0.5952380952380952; 0.6850362661620939; 0.5734265734265734; 0.5256410256410257; 0.6155812490168318; 0.7885491216655823; 0.7546699875466999; 0.7966288147065151
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.5        0.53645833 0.54210526 0.53157895 0.48421053]; 0.46226415094339623; 0.46855345911949686; 0.6647798742138364; 0.7974816369359917; 0.7966457023060797; 0.7976939203354299; 0.47384615384615386; 0.45294117647058824; 0.4629570747217806; 0.4565916398713826; 0.46405228758169936; 0.46838978015448607; 0.6645689112649464; 0.66; 0.6648101265822786
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.53125    0.5625     0.52604167 0.48421053 0.52105263]; 0.5; 0.5188679245283019; 0.8040201005025126; 1.0; 1.0; 1.0; 0.5225225225225225; 0.5403726708074534; 0.4994856984610515; 0.4813559322033898; 0.4863013698630137; 0.5164064988849952; 0.8030303030303031; 0.8101910828025478; 0.8041042155028848
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.43684211 0.48421053 0.48947368 0.52631579 0.47340426]; 0.5158227848101266; 0.5253164556962026; 0.8056962025316455; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.5080385852090031; 0.47305389221556887; 0.518406140738657; 0.5562130177514792; 0.5766871165644172; 0.5236376759292675; 0.807764558547276; 0.8022388059701493; 0.8057585782428066
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.67708333 0.61578947 0.67894737 0.68947368]; 0.6257861635220126; 0.6572327044025157; 0.6654088050314465; 0.6972111553784861; 0.7337526205450734; 0.6813417190775682; 0.6338461538461537; 0.6645161290322581; 0.626736592123491; 0.653968253968254; 0.6560509554140127; 0.6572180242908573; 0.6763990267639902; 0.7046894803548795; 0.6657030422997868
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69270833 0.69270833 0.71875    0.625      0.70526316]; 0.64576802507837; 0.6112852664576802; 0.8414786967418546; 0.9830508474576272; 0.9686847599164927; 0.9832985386221295; 0.6220735785953178; 0.6038961038961039; 0.6443722943722944; 0.6025641025641025; 0.5595238095238095; 0.6141989908546199; 0.8372990353697749; 0.8127340823970037; 0.8415871669846655
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.68421053 0.70526316 0.67894737 0.65789474 0.65957447]; 0.6044303797468354; 0.6613924050632911; 0.7879746835443038; 0.887431693989071; 0.8565400843881856; 0.8913502109704641; 0.570446735395189; 0.503030303030303; 0.6091310455548866; 0.6137184115523466; 0.5345911949685535; 0.6622000560830029; 0.7741065407956844; 0.7192982456140351; 0.7886772557993449
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; 10; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.67083333 0.7375     0.6375     0.63865546 0.67647059]; 0.5898876404494382; 0.6151685393258427; 0.7190775681341719; 0.7854113655640373; 0.774247491638796; 0.7884615384615385; 0.5755813953488371; 0.5722543352601156; 0.589405856154648; 0.6183844011142061; 0.6065573770491803; 0.6154174168482897; 0.7151965993623806; 0.7054507337526206; 0.7190775681341719
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.67226891 0.69747899 0.63445378 0.69067797]; 0.6388888888888888; 0.675; 0.8218029350104822; 0.9209855564995751; 0.9124579124579124; 0.9217171717171717; 0.5886075949367089; 0.5224719101123596; 0.6376095814298062; 0.6608695652173913; 0.6263736263736264; 0.675546363748611; 0.8150163220892274; 0.7851153039832285; 0.8218029350104822
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68487395 0.67647059 0.69327731 0.63445378 0.64705882]; 0.6155988857938719; 0.6155988857938719; 0.7961215932914046; 0.9006156552330695; 0.8605042016806723; 0.9050420168067227; 0.5988372093023255; 0.6130952380952381; 0.6154481426078285; 0.6270270270270271; 0.6073298429319371; 0.6161649214659686; 0.7898433279308481; 0.7662473794549266; 0.7961215932914045
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.53333333 0.50833333 0.46218487 0.5        0.52941176]; 0.48739495798319327; 0.5014005602240896; 0.5136268343815513; 0.36220472440944884; 0.2696817420435511; 0.5251256281407035; 0.3146067415730337; 0.23076923076923078; 0.4925274725274725; 0.282258064516129; 0.2; 0.49560439560439556; 0.33903133903133903; 0.24947589098532494; 0.5136268343815513
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.50840336 0.52941176 0.44957983 0.48319328 0.46186441]; 0.5111111111111111; 0.5055555555555555; 0.8144654088050315; 1.0; 1.0; 1.0; 0.5164835164835165; 0.5280898876404494; 0.511297691072972; 0.5027932960893855; 0.4945054945054945; 0.5056797135448821; 0.8146596858638743; 0.8155136268343816; 0.8144654088050314
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.44583333 0.525      0.50833333 0.46666667 0.43333333]; 0.4661016949152542; 0.53954802259887; 0.8092243186582809; 0.9899497487437187; 0.985; 0.99; 0.4645892351274787; 0.45555555555555555; 0.46628352490421454; 0.527536231884058; 0.5229885057471264; 0.539272030651341; 0.8076109936575053; 0.80083857442348; 0.8092243186582809
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.6375     0.6375     0.625      0.73333333 0.65966387]; 0.6169014084507042; 0.571830985915493; 0.6619496855345912; 0.6826666666666666; 0.6410684474123539; 0.7020033388981637; 0.5802469135802469; 0.5371428571428571; 0.6157936507936508; 0.5279503105590062; 0.4722222222222222; 0.5732539682539682; 0.6357989836250706; 0.590146750524109; 0.6619496855345911
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.625      0.66666667 0.62916667 0.6625     0.68067227]; 0.6281690140845071; 0.6450704225352113; 0.7824947589098532; 0.8728744939271254; 0.8998330550918197; 0.8689482470784641; 0.6206896551724138; 0.5934065934065934; 0.6290732388998286; 0.6134969325153374; 0.5780346820809249; 0.6434129454360668; 0.782608695652174; 0.7830188679245284; 0.7824947589098533
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61764706 0.64285714 0.63865546 0.66806723 0.61016949]; 0.6805555555555556; 0.6111111111111112; 0.8029350104821803; 0.8990825688073394; 0.9074074074074074; 0.898148148148148; 0.6439628482972136; 0.574585635359116; 0.68114756628291; 0.5731707317073171; 0.5251396648044693; 0.6106361307447761; 0.7967567567567568; 0.7725366876310272; 0.8029350104821804
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.67013889 0.61538462 0.67132867 0.71328671]; 0.6160337552742616; 0.5654008438818565; 0.6829140461215933; 0.705798138869005; 0.6875871687587168; 0.7133891213389122; 0.5882352941176471; 0.625; 0.6170112781954887; 0.5761316872427983; 0.5263157894736842; 0.5708502024291497; 0.674905964535196; 0.6582809224318659; 0.6829140461215932
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65972222 0.65625    0.65034965 0.68881119 0.70629371]; 0.6497890295358649; 0.5907172995780591; 0.8852201257861635; 0.9721627408993575; 0.9497907949790795; 0.9728033472803348; 0.7025089605734768; 0.8305084745762712; 0.6505483549351944; 0.6446886446886447; 0.7394957983193278; 0.5900868822105114; 0.8878648233486943; 0.9088050314465409; 0.8852201257861636
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.64335664 0.65384615 0.70629371 0.64335664 0.65034965]; 0.6317991631799164; 0.6108786610878661; 0.8207547169811321; 0.8885813148788928; 0.8979020979020979; 0.8874125874125873; 0.5599999999999999; 0.45528455284552843; 0.6371250350434539; 0.5326633165829145; 0.45689655172413796; 0.6064970563498738; 0.8145336225596529; 0.7872117400419287; 0.8207547169811321
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.53125    0.52430556 0.54895105 0.52447552 0.51748252]; 0.47257383966244726; 0.45147679324894513; 0.519916142557652; 0.5178701677607587; 0.49511854951185497; 0.5390516039051605; 0.4541484716157206; 0.43333333333333335; 0.47307692307692306; 0.41964285714285715; 0.4017094017094017; 0.4508547008547008; 0.4978070175438597; 0.4758909853249476; 0.519916142557652
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.52430556 0.5        0.52797203 0.51048951 0.44755245]; 0.48739495798319327; 0.4579831932773109; 0.8684486373165619; 1.0; 1.0; 1.0; 0.4873949579831933; 0.4793388429752066; 0.48753266935085116; 0.4463519313304721; 0.4444444444444444; 0.45775941230486683; 0.8681029952706254; 0.8658280922431866; 0.8684486373165619
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5        0.51398601 0.51048951 0.55244755 0.53169014]; 0.4875; 0.5125; 0.8684486373165619; 0.9923130677847659; 0.9943977591036415; 0.992296918767507; 0.5099601593625499; 0.5423728813559322; 0.4883995554320645; 0.5338645418326694; 0.5491803278688525; 0.5118782995276466; 0.8701500258665287; 0.8815513626834381; 0.8684486373165619
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.67013889 0.64335664 0.63986014 0.67832168 0.62237762]; 0.6932773109243697; 0.6134453781512605; 0.6556603773584906; 0.686624203821656; 0.7527932960893855; 0.6564245810055866; 0.7326007326007326; 0.8064516129032258; 0.6883135257498585; 0.6515151515151515; 0.7543859649122807; 0.6191284663271082; 0.6881822496440436; 0.759958071278826; 0.6556603773584906
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.71678322 0.66783217 0.64335664 0.66549296]; 0.6; 0.6041666666666666; 0.8333333333333334; 0.9105003523608174; 0.9047619047619048; 0.911064425770308; 0.6307692307692307; 0.640625; 0.5970982142857143; 0.6122448979591836; 0.6696428571428571; 0.6082589285714286; 0.8347193347193347; 0.8417190775681341; 0.8333333333333333
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.66783217 0.66083916 0.63636364 0.68181818 0.63636364]; 0.6150627615062761; 0.6359832635983264; 0.8228511530398323; 0.8893528183716075; 0.8937062937062937; 0.8888111888111888; 0.634920634920635; 0.6451612903225806; 0.6138849929873772; 0.6297872340425532; 0.6434782608695652; 0.6362552594670406; 0.8243243243243243; 0.8312368972746331; 0.8228511530398324
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svd; 8; 192; 200; 4; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.5 0.5 0.5 0.5 0.5]; 0.5159235668789809; 0.5159235668789809; 0.5063613231552163; 0.6666666666666666; 1.0; 0.5; 0.6806722689075629; 1.0; 0.5; 0.6806722689075629; 1.0; 0.5; 0.6722972972972973; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svd; 8; 192; 200; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.54375; 0.475; 0.50375; 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_4_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.53125    0.5625     0.52083333 0.51041667]; 0.5375; 0.525; 0.65625; 0.647887323943662; 0.4791666666666667; 0.7395833333333334; 0.3148148148148148; 0.2463768115942029; 0.5023092849179805; 0.3333333333333333; 0.2676056338028169; 0.4989713562272512; 0.5233968804159446; 0.3973684210526316; 0.643922305764411
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.53125    0.4375     0.53125    0.57291667 0.4787234 ]; 0.5408805031446541; 0.5031446540880503; 0.542713567839196; 0.47783251231527096; 0.40585774058577406; 0.5564853556485356; 0.4748201438848921; 0.4647887323943662; 0.5335307298335468; 0.46258503401360546; 0.41975308641975306; 0.5047483380816715; 0.4739884393063584; 0.4194373401534527; 0.5405828676075906
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.44791667 0.53125    0.44791667 0.51041667]; 0.4625; 0.4; 0.7725; 1.0; 1.0; 1.0; 0.44155844155844154; 0.41975308641975306; 0.4630411001719019; 0.4216867469879517; 0.43209876543209874; 0.3995936865135177; 0.7725; 0.7686567164179104; 0.7725193129828245
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.46875    0.55319149 0.5212766  0.58510638 0.5106383 ]; 0.46496815286624205; 0.5286624203821656; 0.7888040712468194; 0.9829787234042553; 0.9788135593220338; 0.9830508474576272; 0.4473684210526316; 0.43037974683544306; 0.46518987341772156; 0.5542168674698796; 0.5476190476190477; 0.5272341813437704; 0.7893401015228426; 0.7794486215538847; 0.7889491169784927
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.5        0.52083333 0.4375     0.41666667]; 0.5125; 0.5375; 0.745; 0.8874458874458875; 0.8541666666666666; 0.8916666666666666; 0.5617977528089887; 0.5882352941176471; 0.5074509803921569; 0.5542168674698796; 0.5609756097560976; 0.5368980612883052; 0.7468982630272952; 0.7395577395577395; 0.7450969359366306
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; 4; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.58510638 0.56382979 0.5106383  0.59574468 0.53191489]; 0.5576923076923077; 0.5448717948717948; 0.8209718670076727; 1.0; 1.0; 1.0; 0.5605095541401274; 0.5641025641025641; 0.5576923076923077; 0.5298013245033113; 0.49382716049382713; 0.5469135802469136; 0.8200514138817481; 0.8096446700507615; 0.8210594484274426
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.45833333 0.44791667 0.54166667 0.44791667 0.52083333]; 0.54375; 0.48125; 0.79625; 0.9854469854469855; 0.9875; 0.9854166666666666; 0.529032258064516; 0.5324675324675324; 0.543342199968706; 0.4779874213836478; 0.4634146341463415; 0.4817073170731707; 0.7949685534591194; 0.7919799498746867; 0.7962393514959468
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svd; 8; 192; 200; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5458333333333333; 0.4625; 0.5016666666666667; 0.6666666666666666; 1.0; 0.5; 0.7061994609164419; 1.0; 0.5; 0.6324786324786326; 1.0; 0.5; 0.6681465038845728; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svd; 8; 192; 200; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.5 0.5 0.5 0.5 0.5]; 0.510548523206751; 0.5147679324894515; 0.5050590219224284; 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_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.49305556 0.43055556 0.5        0.48611111 0.59722222]; 0.5125; 0.49166666666666664; 0.6708333333333333; 0.8219178082191781; 1.0; 0.7833333333333333; 0.5865724381625441; 0.7094017094017094; 0.5173024807171149; 0.5821917808219178; 0.7024793388429752; 0.4898951316063616; 0.7277739490006891; 0.882943143812709; 0.6715380170890787
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; 6; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59027778 0.52083333 0.56944444 0.54861111 0.57042254]; 0.47280334728033474; 0.502092050209205; 0.5560200668896321; 0.4257028112449799; 0.29526462395543174; 0.6016713091922006; 0.2840909090909091; 0.19083969465648856; 0.5028272547356517; 0.1793103448275862; 0.12380952380952381; 0.4611584932480455; 0.3516483516483517; 0.24201680672268908; 0.5544526629287323
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.48611111 0.59722222 0.52083333 0.51388889 0.57638889]; 0.4625; 0.5291666666666667; 0.7975; 0.9986091794158554; 0.9972222222222222; 0.9986111111111111; 0.4901185770750988; 0.4881889763779528; 0.4609086474810118; 0.5065502183406114; 0.5178571428571429; 0.5284598214285714; 0.79766860949209; 0.7996661101836394; 0.7975036041766782
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.46478873 0.48591549 0.50704225 0.44366197 0.5       ]; 0.461864406779661; 0.5042372881355932; 0.7834179357021996; 0.983050847457627; 0.9802816901408451; 0.9830985915492958; 0.47736625514403297; 0.49572649572649574; 0.4621489621489622; 0.4890829694323144; 0.48695652173913045; 0.503808839381962; 0.7830508474576271; 0.787052810902896; 0.7834423718380026
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; 6; svd_trunc_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.53521127 0.47183099 0.48591549 0.53521127 0.52142857]; 0.4830508474576271; 0.5466101694915254; 0.5093220338983051; 0.3243243243243243; 0.23728813559322035; 0.5056497175141244; 0.23750000000000002; 0.1532258064516129; 0.5007200460829493; 0.2517482517482517; 0.17142857142857143; 0.5093784078516903; 0.29476248477466505; 0.20754716981132076; 0.5057836351569166
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.53472222 0.57042254 0.57042254 0.57042254 0.54929577]; 0.5654008438818565; 0.4978902953586498; 0.8128161888701517; 1.0; 1.0; 1.0; 0.5896414342629481; 0.6065573770491803; 0.5641482537419815; 0.49361702127659574; 0.5; 0.4979338842975206; 0.8146911519198666; 0.8215488215488216; 0.8128014378014379
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.48611111 0.45138889 0.47916667 0.51408451 0.5       ]; 0.5210084033613446; 0.5210084033613446; 0.8036912751677853; 0.9916201117318436; 0.9916201117318436; 0.9916201117318436; 0.4672897196261682; 0.45871559633027525; 0.5161795035914942; 0.5128205128205128; 0.5128205128205128; 0.5208730663276118; 0.7989690721649485; 0.7962328767123288; 0.8035440699351117
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svd; 8; 192; 200; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.5 0.5 0.5 0.5 0.5]; 0.5078864353312302; 0.5110410094637224; 0.5037831021437579; 0.6666666666666666; 1.0; 0.5; 0.6736401673640167; 1.0; 0.5; 0.6764091858037579; 1.0; 0.5; 0.670020964360587; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svd; 8; 192; 200; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5 0.5 0.5 0.5 0.5]; 0.542319749216301; 0.5109717868338558; 0.5106516290726817; 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; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.52604167 0.50520833 0.52604167 0.453125   0.5       ]; 0.5454545454545454; 0.47648902821316613; 0.6553884711779449; 0.8010033444816053; 1.0; 0.7515657620041754; 0.6272493573264781; 0.7349397590361446; 0.5374045200409482; 0.5616797900262467; 0.6815286624203821; 0.47965322009907996; 0.7202441505595117; 0.8827930174563591; 0.6542428563352325
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.49473684 0.56315789 0.51578947 0.47894737 0.51595745]; 0.5253164556962026; 0.5316455696202531; 0.5556962025316455; 0.47258485639686687; 0.3818565400843882; 0.5738396624472575; 0.38524590163934425; 0.3219178082191781; 0.510958904109589; 0.43939393939393945; 0.3717948717948718; 0.5296474358974359; 0.4489795918367347; 0.36855670103092786; 0.5524375544955634
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.53125    0.546875   0.546875   0.515625   0.48947368]; 0.49843260188087773; 0.47962382445141066; 0.7957393483709273; 1.0; 1.0; 1.0; 0.5; 0.4878048780487805; 0.49874114870180963; 0.4713375796178344; 0.46540880503144655; 0.4795794025157233; 0.7952261306532664; 0.7892768079800498; 0.7957719052494708
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5625     0.41145833 0.5625     0.47395833 0.52631579]; 0.47648902821316613; 0.47335423197492166; 0.7875939849624061; 0.9958333333333332; 0.9979123173277662; 0.9958246346555325; 0.46645367412140576; 0.453416149068323; 0.47670807453416153; 0.4246575342465754; 0.389937106918239; 0.47309355345911946; 0.7833865814696485; 0.7672090112640801; 0.7876195620937716
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.54210526 0.51578947 0.48947368 0.55789474 0.56842105]; 0.46835443037974683; 0.4873417721518987; 0.5878634639696586; 0.632420091324201; 0.5831578947368421; 0.6610526315789473; 0.38235294117647056; 0.35135135135135137; 0.46138996138996136; 0.4740259740259741; 0.44785276073619634; 0.4886322627210393; 0.5521978021978021; 0.5114503816793893; 0.587383482296981
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.53125    0.515625   0.53157895 0.45789474 0.51052632]; 0.5283018867924528; 0.5; 0.8056603773584906; 1.0; 1.0; 1.0; 0.5253164556962026; 0.5; 0.5296052631578948; 0.4752475247524752; 0.48; 0.4989285714285714; 0.803560076287349; 0.7969735182849937; 0.8056385784649562
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.52083333 0.58333333 0.55263158 0.52631579 0.55789474]; 0.559748427672956; 0.5062893081761006; 0.809433962264151; 0.9937238493723849; 0.9958071278825996; 0.9937106918238995; 0.5757575757575757; 0.6012658227848101; 0.5600079113924051; 0.5015873015873016; 0.5; 0.50625; 0.8107432854465959; 0.8184110970996217; 0.8094564895786691
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svd; 8; 192; 200; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5098039215686274; 0.49019607843137253; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6753246753246753; 1.0; 0.5; 0.6578947368421052; 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; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5027777777777778; 0.49722222222222223; 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_N8_B192_E200_nb_zones_10_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50420168 0.54621849 0.51680672 0.5210084  0.5210084 ]; 0.48746518105849584; 0.5236768802228412; 0.660377358490566; 0.673355629877369; 0.507563025210084; 0.753781512605042; 0.3566433566433566; 0.281767955801105; 0.4891985846421255; 0.3643122676579926; 0.2752808988764045; 0.5216183499906883; 0.553719008264463; 0.42138364779874216; 0.6603773584905661
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.50416667 0.52521008 0.53781513 0.54201681 0.54621849]; 0.5083798882681564; 0.49441340782122906; 0.5870020964360587; 0.640533778148457; 0.6442953020134228; 0.6384228187919463; 0.5111111111111111; 0.5111111111111111; 0.5083645443196005; 0.5068119891008174; 0.5224719101123596; 0.49456928838951314; 0.5908618899273105; 0.5964360587002097; 0.5870020964360587
ensemble_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.47478992 0.54201681 0.4789916  0.51680672 0.55042017]; 0.4373259052924791; 0.5376044568245125; 0.8071278825995807; 1.0; 1.0; 1.0; 0.4540540540540541; 0.45652173913043476; 0.4368322981366459; 0.5257142857142857; 0.5257142857142857; 0.5373136645962733; 0.8073298429319371; 0.8081761006289309; 0.8071278825995808
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52941176 0.52521008 0.47478992 0.53781513 0.50423729]; 0.4638888888888889; 0.49444444444444446; 0.800314465408805; 0.9949579831932773; 0.9966329966329966; 0.9949494949494949; 0.4712328767123287; 0.46236559139784944; 0.46394141638857994; 0.5081081081081081; 0.5402298850574713; 0.49592139414163894; 0.8020779220779221; 0.8092243186582809; 0.8003144654088051
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51260504 0.55882353 0.51260504 0.54621849 0.4789916 ]; 0.5264623955431755; 0.5041782729805014; 0.5770440251572327; 0.5673892554194157; 0.5058823529411764; 0.6142857142857143; 0.47204968944099385; 0.4470588235294118; 0.5224712107065048; 0.4885057471264368; 0.4497354497354497; 0.5072206660441955; 0.5337954939341422; 0.48427672955974843; 0.5770440251572327
ensemble_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55882353 0.46218487 0.53781513 0.51680672 0.47881356]; 0.5277777777777778; 0.55; 0.8259958071278826; 1.0; 1.0; 1.0; 0.5277777777777778; 0.5337078651685393; 0.5278429435732805; 0.554945054945055; 0.554945054945055; 0.5499444375848871; 0.8263598326359832; 0.8280922431865828; 0.8259958071278826
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.475      0.5375     0.55042017 0.53781513 0.48319328]; 0.5518207282913166; 0.48739495798319327; 0.8139412997903563; 0.99; 0.9949748743718593; 0.9899497487437187; 0.5209580838323353; 0.4860335195530726; 0.55200552382148; 0.4601769911504425; 0.43820224719101125; 0.4872575481765112; 0.810464495461826; 0.7955974842767296; 0.8139412997903565
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svd; 8; 192; 200; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.4789915966386555; 0.5210084033613446; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6477272727272727; 1.0; 0.5; 0.6850828729281768; 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; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.5 0.5 0.5 0.5 0.5]; 0.5254237288135594; 0.4745762711864407; 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_N8_B192_E200_nb_zones_12_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48958333 0.54895105 0.47202797 0.51048951 0.48251748]; 0.4831932773109244; 0.46218487394957986; 0.6787211740041929; 0.6616822429906543; 0.49441340782122906; 0.7472067039106145; 0.3351351351351351; 0.256198347107438; 0.487073532528078; 0.27272727272727276; 0.20512820512820512; 0.45793600339054885; 0.5716282320055904; 0.42872117400419285; 0.6787211740041929
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54166667 0.55902778 0.54195804 0.5        0.4965035 ]; 0.510548523206751; 0.4978902953586498; 0.5256813417190775; 0.4471947194719471; 0.37796373779637377; 0.5327754532775454; 0.40206185567010305; 0.3333333333333333; 0.5083333333333333; 0.4360189573459716; 0.38333333333333336; 0.4993589743589744; 0.4403215831787261; 0.3731656184486373; 0.5256813417190777
ensemble_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.52097902 0.46153846 0.47202797 0.52816901]; 0.5166666666666667; 0.475; 0.8731656184486373; 1.0; 1.0; 1.0; 0.5284552845528455; 0.5241935483870968; 0.5164071190211346; 0.4793388429752066; 0.5; 0.47580645161290325; 0.8736951983298539; 0.8773584905660378; 0.8731656184486373
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51736111 0.52083333 0.48951049 0.48601399 0.49300699]; 0.48945147679324896; 0.5147679324894515; 0.8715932914046122; 0.9937456567060459; 0.99721059972106; 0.9937238493723849; 0.4716157205240175; 0.46551724137931033; 0.4889569677970932; 0.5228215767634854; 0.5206611570247934; 0.5146409233399829; 0.8716605552645363; 0.8721174004192872; 0.8715932914046122
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.48263889 0.52777778 0.48601399 0.52097902 0.46503497]; 0.5147679324894515; 0.4810126582278481; 0.5676100628930818; 0.5822064056939502; 0.5704323570432357; 0.5906555090655509; 0.4888888888888889; 0.4661016949152542; 0.514563452499644; 0.48535564853556484; 0.48739495798319327; 0.4809856145848169; 0.5585874799357945; 0.5471698113207547; 0.5676100628930818
ensemble_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; 12; svd_trunc_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.53819444 0.49652778 0.52777778 0.48263889 0.55555556]; 0.5769230769230769; 0.5384615384615384; 0.8915094339622641; 1.0; 1.0; 1.0; 0.5560538116591928; 0.5166666666666667; 0.5785087719298245; 0.4953271028037384; 0.4649122807017544; 0.5366228070175438; 0.8897176345231753; 0.8752620545073375; 0.8915094339622641
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57692308 0.50699301 0.53496503 0.56293706 0.50352113]; 0.4791666666666667; 0.5291666666666667; 0.8668763102725366; 0.9888111888111889; 0.9901960784313726; 0.988795518207283; 0.48132780082987553; 0.43609022556390975; 0.48440025296887074; 0.44878048780487806; 0.42990654205607476; 0.5194645492235261; 0.8646055437100214; 0.850104821802935; 0.8668763102725366
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.94791667 0.96875    0.94680851 0.94680851 0.94680851]; 0.4430379746835443; 0.5126582278481012; 0.7848101265822784; 0.9894291754756872; 0.9873417721518988; 0.9894514767932489; 0.5849056603773585; 0.9538461538461539; 0.519933829611249; 0.6607929515418501; 1.0; 0.536144578313253; 0.8135964912280702; 0.9840848806366048; 0.7934952248219344
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.94791667 0.94791667 0.95833333 0.91666667]; 0.53125; 0.49375; 0.80125; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.5508982035928144; 0.5974025974025974; 0.5336410577374432; 0.5474860335195529; 0.5975609756097561; 0.4910881801125704; 0.8072727272727273; 0.8345864661654135; 0.8013331333320834
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.90625    0.92708333 0.92708333 0.91666667]; 0.575; 0.50625; 0.8125; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.6344086021505376; 0.7375; 0.575; 0.5683060109289618; 0.6666666666666666; 0.5101626016260162; 0.8231132075471698; 0.8768844221105527; 0.8128203205080127
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.8125     0.82978723 0.76595745 0.82978723]; 0.5253164556962026; 0.46835443037974683; 0.7721518987341772; 0.9554140127388535; 0.9493670886075949; 0.9556962025316456; 0.5454545454545455; 0.5232558139534884; 0.5255167958656332; 0.5384615384615384; 0.5212765957446809; 0.4559507978723405; 0.7799511002444988; 0.7649880095923262; 0.7725744337505867
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.73958333 0.71276596 0.82978723 0.79787234]; 0.4873417721518987; 0.5126582278481012; 0.7810126582278482; 0.968421052631579; 0.9704641350210971; 0.9683544303797469; 0.592964824120603; 0.7375; 0.48413461538461544; 0.6206896551724138; 0.7159090909090909; 0.486525974025974; 0.8027366020524516; 0.8691358024691358; 0.7787237453904121
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.80208333 0.69791667 0.83333333 0.78723404]; 0.4779874213836478; 0.4968553459119497; 0.7839195979899497; 0.9812889812889813; 0.9874476987447699; 0.9811715481171549; 0.45033112582781454; 0.4533333333333333; 0.4766666666666667; 0.5061728395061728; 0.5189873417721519; 0.49699367088607593; 0.783375314861461; 0.7913486005089059; 0.7840117692370833
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.90625    0.97916667 0.94791667 0.94791667 0.91666667]; 0.51875; 0.525; 0.7975; 0.9810526315789473; 0.9708333333333333; 0.98125; 0.46153846153846156; 0.4177215189873418; 0.5175027348023129; 0.5064935064935066; 0.5131578947368421; 0.5244360902255639; 0.7901554404145078; 0.7721518987341772; 0.7971870604781998
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.90625    0.9375     0.89583333 0.91489362 0.93617021]; 0.569620253164557; 0.569620253164557; 0.8257575757575758; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.6091954022988506; 0.6463414634146342; 0.566591784338896; 0.5466666666666666; 0.5942028985507246; 0.5723823481517668; 0.8275; 0.8508997429305912; 0.8261942883387449
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.85416667 0.9375     0.95833333 0.91489362 0.93617021]; 0.4873417721518987; 0.47468354430379744; 0.7904040404040404; 0.99581589958159; 1.0; 0.9957983193277311; 0.5759162303664921; 0.7051282051282052; 0.4900641025641026; 0.5743589743589743; 0.7567567567567568; 0.4914736164736164; 0.8078703703703703; 0.8948717948717949; 0.791963260619977
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.95138889 0.95138889 0.96527778 0.95774648 0.95774648]; 0.5084033613445378; 0.47058823529411764; 0.7843959731543624; 0.980225988700565; 0.9692737430167597; 0.9804469273743017; 0.6608695652173913; 0.890625; 0.4771306818181818; 0.631578947368421; 0.9152542372881356; 0.47429378531073446; 0.8157706093189964; 0.9420529801324503; 0.7822509798621435
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.94444444 0.97222222 0.95138889 0.95138889 0.9375    ]; 0.5625; 0.5375; 0.815; 0.9916434540389972; 0.9888888888888889; 0.9916666666666667; 0.5748987854251012; 0.5966386554621849; 0.5627821376484479; 0.5394190871369295; 0.6074766355140186; 0.5443398215164078; 0.8159203980099502; 0.8395904436860068; 0.815560694155707
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.94444444 0.93055556 0.95833333 0.96478873 0.93661972]; 0.6218487394957983; 0.5210084033613446; 0.8280201342281879; 0.9986013986013986; 0.9972067039106145; 0.9986033519553073; 0.7222222222222223; 0.9285714285714286; 0.6026785714285714; 0.6298701298701299; 0.9065420560747663; 0.556324463151887; 0.8478099480326652; 0.9661590524534687; 0.8291693764763184
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.72916667 0.82394366 0.85211268 0.73239437]; 0.47478991596638653; 0.5378151260504201; 0.7941176470588235; 0.9858356940509916; 0.9747899159663865; 0.9859943977591037; 0.5487364620938628; 0.6333333333333333; 0.47344632768361583; 0.6258503401360545; 0.696969696969697; 0.5182961692395656; 0.8081440877055599; 0.8472906403940886; 0.7928363701109857
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.77083333 0.80985915 0.81690141 0.78873239]; 0.5; 0.4957983193277311; 0.7949579831932773; 0.9929873772791025; 0.9915966386554622; 0.9929971988795518; 0.5853658536585366; 0.6942148760330579; 0.49668008758917853; 0.5652173913043478; 0.6842105263157895; 0.5033955857385399; 0.8087774294670846; 0.8716216216216216; 0.7953425833860616
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.69444444 0.70422535 0.73239437 0.64788732]; 0.5294117647058824; 0.5252100840336135; 0.8033613445378152; 0.9874125874125874; 0.988795518207283; 0.9873949579831933; 0.5483870967741936; 0.6296296296296297; 0.5378917378917379; 0.5767790262172285; 0.5968992248062015; 0.5186330986416329; 0.8097560975609757; 0.8383838383838383; 0.8034201071113822
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.92361111 0.9375     0.88888889 0.88888889 0.90972222]; 0.5458333333333333; 0.5458333333333333; 0.7933333333333333; 0.9578651685393258; 0.9472222222222222; 0.9583333333333333; 0.4976958525345622; 0.5; 0.5416666666666666; 0.5281385281385281; 0.5; 0.5466101694915254; 0.7862068965517242; 0.7728813559322034; 0.792998055015282
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.92361111 0.90972222 0.90972222 0.92361111 0.8943662 ]; 0.5774058577405857; 0.5230125523012552; 0.810200668896321; 0.9834254143646408; 0.9916434540389972; 0.9832869080779946; 0.6480836236933797; 0.7045454545454546; 0.5625531011045031; 0.5808823529411764; 0.7117117117117117; 0.5355433558558558; 0.82307092751364; 0.8770764119601329; 0.8097503271921876
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.89583333 0.88194444 0.90972222 0.90972222]; 0.5375; 0.5583333333333333; 0.8141666666666667; 0.9917355371900827; 1.0; 0.9916666666666666; 0.6287625418060201; 0.7286821705426356; 0.5219987429289755; 0.6344827586206897; 0.7076923076923077; 0.5447552447552448; 0.8304182509505703; 0.8820678513731826; 0.8119461459964018
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.953125   0.91666667 0.88947368 0.92105263 0.92105263]; 0.5471698113207547; 0.5220125786163522; 0.789308176100629; 0.9596690796277146; 0.9727463312368972; 0.9591194968553459; 0.6923076923076922; 0.9700598802395209; 0.5247650394575087; 0.6651982378854625; 0.949685534591195; 0.5220125786163522; 0.8226574907358392; 0.9676214196762142; 0.7874955891265443
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.94270833 0.97395833 0.93684211 0.91052632 0.95789474]; 0.5125786163522013; 0.48742138364779874; 0.7955974842767296; 0.9926393270241851; 0.989517819706499; 0.9926624737945493; 0.6563192904656319; 0.925; 0.5099683544303798; 0.6320541760722347; 0.8484848484848485; 0.4732620320855615; 0.8238482384823849; 0.9476309226932669; 0.7942469334278517
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.92631579 0.97368421 0.93157895 0.93684211 0.90425532]; 0.560126582278481; 0.5632911392405063; 0.8215189873417722; 0.9947089947089948; 0.9915611814345991; 0.9947257383966246; 0.6332453825857519; 0.7741935483870968; 0.564115407733921; 0.6461538461538461; 0.782608695652174; 0.5590462833099579; 0.8354725787631271; 0.9063291139240506; 0.8215189873417721
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.796875   0.81770833 0.78645833 0.77368421 0.81052632]; 0.42452830188679247; 0.4528301886792453; 0.7550251256281407; 0.9650053022269351; 0.9518828451882845; 0.9654811715481172; 0.42271293375394325; 0.41875; 0.4245648734177215; 0.4161073825503356; 0.4025974025974026; 0.4512987012987013; 0.7496790757381259; 0.7373737373737373; 0.7549368686868687
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.78125    0.828125   0.82291667 0.82105263 0.85789474]; 0.4779874213836478; 0.449685534591195; 0.7807788944723618; 0.9915966386554622; 0.9874476987447699; 0.99163179916318; 0.4645161290322581; 0.4864864864864865; 0.4785373608903021; 0.5042492917847025; 0.5393939393939394; 0.4461675579322638; 0.7839009287925698; 0.8002528445006322; 0.7809004547097418
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.80729167 0.875      0.84895833 0.90104167 0.84210526]; 0.5172413793103449; 0.5078369905956113; 0.7988721804511278; 0.9895397489539749; 0.9874739039665971; 0.989561586638831; 0.5947368421052631; 0.6890243902439024; 0.5122541306058221; 0.583554376657825; 0.7142857142857143; 0.5147186147186147; 0.8126094570928196; 0.8732747804265998; 0.798965300100659
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.86979167 0.88020833 0.890625   0.91666667 0.91052632]; 0.5705329153605015; 0.5329153605015674; 0.7850877192982456; 0.9403141361256545; 0.9373695198329853; 0.9405010438413361; 0.6162464985994398; 0.6918238993710691; 0.5709119496855346; 0.5983827493261457; 0.6491228070175439; 0.5238857278330963; 0.7961972667855021; 0.8281829419035847; 0.7844853718412459
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; 8; ipca_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.953125   0.93684211 0.95789474 0.93684211 0.93157895]; 0.5331230283911672; 0.49842271293375395; 0.8026481715006305; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.5747126436781609; 0.625; 0.5322452229299363; 0.5225225225225224; 0.5686274509803921; 0.5007771401243424; 0.8080931943592888; 0.835234474017744; 0.8028117163062372
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.92708333 0.91145833 0.91145833 0.94270833 0.93229167]; 0.571875; 0.575; 0.821875; 0.9874476987447698; 0.9833333333333333; 0.9875; 0.644155844155844; 0.7251461988304093; 0.5605596765964127; 0.6382978723404256; 0.7692307692307693; 0.5797373358348968; 0.8340128130460106; 0.8872366790582404; 0.8212980368809487
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.94166667 0.95833333 0.95378151 0.8907563  0.96218487]; 0.5238095238095238; 0.5182072829131653; 0.8149895178197065; 0.9907172995780592; 0.983249581239531; 0.990787269681742; 0.6613545816733069; 0.9325842696629213; 0.5249513527085556; 0.6546184738955824; 0.9106145251396648; 0.5171050153788211; 0.8384439359267736; 0.960167714884696; 0.8149895178197064
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; 10; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.92083333 0.92916667 0.94166667 0.93277311 0.93697479]; 0.5224719101123596; 0.5926966292134831; 0.8312368972746331; 0.9941618015012511; 0.9966555183946488; 0.9941471571906355; 0.6443514644351465; 0.875; 0.5263888888888889; 0.6934460887949261; 0.9111111111111111; 0.5890782828282828; 0.8502325581395349; 0.9580712788259959; 0.8312368972746333
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.92083333 0.94583333 0.91666667 0.94117647 0.94117647]; 0.5589887640449438; 0.5056179775280899; 0.8191823899371069; 0.9899159663865548; 0.9849498327759197; 0.9899665551839465; 0.6564551422319475; 0.8241758241758241; 0.5528925097890616; 0.6036036036036035; 0.7701149425287356; 0.5114310976379941; 0.8350071736011477; 0.9150943396226415; 0.8191823899371069
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.7394958  0.78991597 0.81092437 0.77731092 0.80508475]; 0.5166666666666667; 0.4583333333333333; 0.7788259958071279; 0.9548167092924126; 0.9427609427609428; 0.9553872053872055; 0.589622641509434; 0.6410256410256411; 0.5053613053613054; 0.4908616187989557; 0.5696969696969697; 0.4668997668997669; 0.7868686868686867; 0.8165618448637316; 0.7788259958071279
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.80252101 0.85294118 0.83193277 0.78571429 0.8220339 ]; 0.4777777777777778; 0.41944444444444445; 0.7861635220125787; 0.990717299578059; 0.9882154882154882; 0.9907407407407408; 0.5586854460093896; 0.6432432432432432; 0.473050193050193; 0.48395061728395067; 0.56; 0.42324324324324325; 0.7976190476190476; 0.8427672955974843; 0.7861635220125787
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.76666667 0.82083333 0.80252101 0.79831933 0.7605042 ]; 0.45938375350140054; 0.484593837535014; 0.7966457023060797; 0.9907485281749369; 0.9865996649916248; 0.9907872696817421; 0.482573726541555; 0.4945054945054945; 0.4586813186813187; 0.5233160621761658; 0.5771428571428572; 0.4863736263736264; 0.8008213552361396; 0.8176100628930818; 0.7966457023060797
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.875      0.90833333 0.89915966 0.91176471 0.88655462]; 0.5798319327731093; 0.5602240896358543; 0.7982180293501048; 0.9342327150084317; 0.9279731993299832; 0.9346733668341709; 0.5810055865921788; 0.5942857142857143; 0.5801098901098901; 0.5449275362318841; 0.5164835164835165; 0.561098901098901; 0.7961884595023823; 0.7882599580712788; 0.7982180293501048
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.92083333 0.90833333 0.8875     0.91666667 0.89915966]; 0.532394366197183; 0.5830985915492958; 0.8265199161425576; 0.9857502095557418; 0.9816360601001669; 0.9858096828046745; 0.5743589743589744; 0.6511627906976745; 0.5359639090100394; 0.6224489795918368; 0.6666666666666666; 0.5804263565891472; 0.8324050632911393; 0.8616352201257862; 0.8265199161425576
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.9125     0.92916667 0.91666667 0.94537815 0.92857143]; 0.5028089887640449; 0.4803370786516854; 0.800314465408805; 0.9842584921292462; 0.9933110367892977; 0.9841137123745819; 0.6143790849673203; 0.7747252747252747; 0.4965580396614879; 0.5916114790286976; 0.7701149425287356; 0.48670582291271947; 0.8201982067012742; 0.910901467505241; 0.800314465408805
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.93402778 0.9375     0.94055944 0.92307692 0.95454545]; 0.5316455696202531; 0.5316455696202531; 0.8715932914046122; 0.9838822704975473; 0.9790794979079498; 0.9839609483960948; 0.6563467492260062; 0.9137931034482759; 0.5395411798233115; 0.6686567164179104; 0.9256198347107438; 0.5231547449415788; 0.882494004796163; 0.9643605870020965; 0.8715932914046121
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.94405594 0.94405594 0.94405594 0.93356643 0.94014085]; 0.5416666666666666; 0.5458333333333333; 0.8794549266247379; 0.992258972554539; 0.9873949579831933; 0.992296918767507; 0.6428571428571428; 0.868421052631579; 0.5572263993316625; 0.6706948640483383; 0.8809523809523809; 0.5281954887218046; 0.8883495145631068; 0.9591194968553459; 0.879454926624738
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.94405594 0.94055944 0.95804196 0.94755245 0.92253521]; 0.6208333333333333; 0.6083333333333333; 0.8983228511530398; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.689419795221843; 0.8487394957983193; 0.6227168553371762; 0.6802721088435374; 0.8264462809917356; 0.6065004514202375; 0.9035785288270378; 0.9528301886792453; 0.8983228511530399
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; 12; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.75174825 0.72377622 0.79020979 0.76923077 0.83216783]; 0.502092050209205; 0.4560669456066946; 0.8280922431865828; 0.9443269908386188; 0.9370629370629371; 0.9447552447552447; 0.5102880658436214; 0.5254237288135594; 0.5023812858943829; 0.4672131147540984; 0.47107438016528924; 0.4558761731334921; 0.8279118572927597; 0.8270440251572327; 0.8280922431865828
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76573427 0.8006993  0.78321678 0.80769231 0.79929577]; 0.4708333333333333; 0.475; 0.8668763102725366; 0.9992992291520673; 0.9985994397759104; 0.9992997198879552; 0.5665529010238909; 0.6587301587301587; 0.46094402673350043; 0.5499999999999999; 0.6754385964912281; 0.48454469507101083; 0.8730000000000001; 0.9150943396226415; 0.8668763102725366
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82867133 0.8041958  0.79020979 0.79370629 0.79225352]; 0.5041666666666667; 0.4666666666666667; 0.860062893081761; 0.9860529986052999; 0.9901960784313726; 0.9859943977591036; 0.5405405405405405; 0.5555555555555556; 0.5014619883040936; 0.488; 0.5350877192982456; 0.4699248120300752; 0.8625836335563561; 0.8784067085953878; 0.860062893081761
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88811189 0.91608392 0.9020979  0.90909091 0.9084507 ]; 0.6166666666666667; 0.5333333333333333; 0.850104821802935; 0.9428172942817294; 0.9467787114845938; 0.9425770308123249; 0.6805555555555556; 0.8376068376068376; 0.6220554513237441; 0.5912408759124087; 0.6585365853658537; 0.5301229935376277; 0.8567134268537074; 0.8962264150943396; 0.850104821802935
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88111888 0.91258741 0.8986014  0.8951049  0.90140845]; 0.5125; 0.5083333333333333; 0.859538784067086; 0.9769392033542977; 0.9789915966386554; 0.976890756302521; 0.6237942122186495; 0.7637795275590551; 0.49693401156713823; 0.5958904109589042; 0.7699115044247787; 0.5227510278029406; 0.8682399213372664; 0.9255765199161425; 0.859538784067086
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.90972222 0.93055556 0.94097222 0.94097222 0.93006993]; 0.4978723404255319; 0.5063829787234042; 0.8653039832285115; 0.9841050449205252; 0.9902642559109874; 0.9840055632823366; 0.5661764705882354; 0.6695652173913044; 0.5014492753623189; 0.5999999999999999; 0.725; 0.5016304347826087; 0.8720756595321055; 0.9182389937106918; 0.8653039832285115
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.73958333 0.73958333 0.77083333 0.79787234]; 0.5974842767295597; 0.6352201257861635; 0.7349246231155779; 0.8164948453608248; 0.8284518828451883; 0.8138075313807532; 0.6190476190476191; 0.65; 0.5971518987341773; 0.6847826086956522; 0.7590361445783133; 0.6295180722891567; 0.7479091995221027; 0.7786069651741293; 0.734481147561684
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.79166667 0.71875    0.77083333 0.8125     0.70212766]; 0.6477987421383647; 0.6352201257861635; 0.8467336683417085; 0.9831223628691984; 0.9748953974895398; 0.9832635983263599; 0.6705882352941177; 0.7402597402597403; 0.6506176750079189; 0.6419753086419754; 0.7027027027027027; 0.6395866454689983; 0.8486352357320098; 0.8769230769230769; 0.8473285335354301
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.76041667 0.88541667 0.80208333 0.85416667 0.85106383]; 0.6037735849056604; 0.6352201257861635; 0.8341708542713567; 0.976842105263158; 0.9707112970711297; 0.9769874476987447; 0.6134969325153373; 0.704225352112676; 0.6134763124199744; 0.6666666666666666; 0.725; 0.6346518987341773; 0.8374384236453202; 0.8717948717948718; 0.8349122142225591
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.59375    0.58333333 0.5212766  0.58510638 0.72340426]; 0.4620253164556962; 0.4430379746835443; 0.7; 0.8688524590163935; 0.8945147679324894; 0.8649789029535865; 0.4910179640718563; 0.5857142857142857; 0.4746753246753247; 0.49425287356321834; 0.5058823529411764; 0.4378726833199033; 0.7141133896260555; 0.7551020408163265; 0.7004153420162036
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.54166667 0.67708333 0.57446809 0.4893617  0.59574468]; 0.5063291139240507; 0.5063291139240507; 0.8; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.5465116279069766; 0.5662650602409639; 0.5031325301204819; 0.5243902439024389; 0.4942528735632184; 0.5076898170632993; 0.8049382716049384; 0.800982800982801; 0.7999692072799122
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.58333333 0.5625     0.66666667 0.55208333]; 0.5; 0.51875; 0.795; 0.9855072463768116; 0.9916666666666667; 0.9854166666666666; 0.5238095238095238; 0.5116279069767442; 0.49905719673161536; 0.5497076023391814; 0.5595238095238095; 0.5166040100250626; 0.8004866180048662; 0.802439024390244; 0.7948092557848655
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.85416667 0.85416667 0.83333333 0.82291667 0.88297872]; 0.6666666666666666; 0.5911949685534591; 0.7826633165829145; 0.8806941431670282; 0.8493723849372385; 0.8849372384937239; 0.6863905325443788; 0.6236559139784946; 0.675464320625611; 0.6012269938650308; 0.5833333333333334; 0.5916666666666667; 0.7818411097099621; 0.7451923076923077; 0.7844382591093118
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.84375    0.78125    0.76041667 0.86458333]; 0.63125; 0.58125; 0.83; 0.9789029535864978; 0.9666666666666667; 0.9791666666666667; 0.6335403726708073; 0.6891891891891891; 0.6352922690131991; 0.6214689265536724; 0.7142857142857143; 0.5860585197934596; 0.8325123152709359; 0.8644501278772379; 0.8307580712735823
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.875      0.86170213 0.87234043 0.87234043 0.87234043]; 0.6242038216560509; 0.6942675159235668; 0.8460559796437659; 0.9702127659574468; 0.9661016949152542; 0.9703389830508474; 0.6242038216560509; 0.6363636363636364; 0.6244318181818181; 0.7073170731707317; 0.7073170731707317; 0.6936585365853658; 0.8470290771175726; 0.8481012658227848; 0.8460455178218784
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.82638889 0.84722222 0.89583333 0.75694444 0.85211268]; 0.6276150627615062; 0.602510460251046; 0.7867892976588629; 0.900976290097629; 0.8997214484679665; 0.9011142061281338; 0.636734693877551; 0.6902654867256637; 0.6308470290771175; 0.627450980392157; 0.6722689075630253; 0.6028011204481794; 0.790468364831553; 0.8138747884940778; 0.7871026835032373
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.83802817 0.80985915 0.85211268 0.79577465 0.83802817]; 0.7161016949152542; 0.6483050847457628; 0.8578680203045685; 0.9747191011235955; 0.9774647887323944; 0.9746478873239437; 0.7632508833922261; 0.8503937007874016; 0.7050133641551688; 0.6914498141263941; 0.8157894736842105; 0.6537963761863677; 0.8670886075949367; 0.9194630872483222; 0.8573424651258676
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77777778 0.76388889 0.75       0.81944444 0.78873239]; 0.6443514644351465; 0.5983263598326359; 0.8135451505016722; 0.9418282548476455; 0.947075208913649; 0.9415041782729804; 0.6288209606986899; 0.6260869565217392; 0.6436886395511922; 0.6; 0.6153846153846154; 0.5986759142496847; 0.8127623845507976; 0.8189509306260575; 0.8136076967179875
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.625      0.50704225 0.52112676 0.54929577 0.46478873]; 0.5485232067510548; 0.5527426160337553; 0.6382799325463744; 0.6905444126074499; 0.6769662921348315; 0.6966292134831461; 0.5201793721973095; 0.5370370370370371; 0.5475882859603791; 0.5546218487394958; 0.532258064516129; 0.553739651727091; 0.629853321829163; 0.6207482993197279; 0.6381333469842787
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59027778 0.56944444 0.55555556 0.63194444 0.61971831]; 0.502092050209205; 0.5397489539748954; 0.8035117056856187; 0.9916897506925209; 0.9972144846796658; 0.9916434540389972; 0.5142857142857142; 0.4846153846153846; 0.5037755822159492; 0.5599999999999999; 0.5785123966942148; 0.5392561983471074; 0.8069022185702547; 0.8049180327868852; 0.8034829071784255
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54166667 0.50694444 0.62676056 0.50704225 0.44366197]; 0.542016806722689; 0.5546218487394958; 0.819327731092437; 1.0; 1.0; 1.0; 0.5551020408163265; 0.5573770491803278; 0.5416195590729225; 0.5431034482758621; 0.5526315789473685; 0.5545415959252972; 0.8194794290512174; 0.8229342327150084; 0.8193398131749247
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.88194444 0.84027778 0.82638889 0.84722222 0.8125    ]; 0.5875; 0.6666666666666666; 0.7908333333333334; 0.9021739130434783; 0.9222222222222223; 0.9; 0.5959183673469388; 0.6347826086956522; 0.589391304347826; 0.7014925373134329; 0.7121212121212122; 0.6616161616161618; 0.7990392313851081; 0.8220757825370676; 0.7904645354506585
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.86805556 0.85416667 0.81944444 0.78873239 0.79577465]; 0.6008403361344538; 0.6260504201680672; 0.8271812080536913; 0.9691876750700281; 0.9664804469273743; 0.9692737430167598; 0.6415094339622641; 0.7024793388429752; 0.5991029172847355; 0.6482213438735178; 0.7321428571428571; 0.6319444444444444; 0.8327922077922078; 0.868020304568528; 0.8275209675920843
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.8028169  0.79577465 0.78169014 0.79577465 0.80985915]; 0.6398305084745762; 0.6016949152542372; 0.8291032148900169; 0.9671897289586305; 0.9549295774647887; 0.967605633802817; 0.6666666666666666; 0.7657657657657657; 0.6468828828828829; 0.6299212598425197; 0.6557377049180327; 0.5997986770204199; 0.8330578512396694; 0.8571428571428571; 0.8292448292448293
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.83157895 0.78947368 0.83157895 0.80526316 0.83684211]; 0.5949367088607594; 0.6170886075949367; 0.7654867256637168; 0.8742268041237112; 0.8926315789473684; 0.8715789473684211; 0.6464088397790054; 0.7358490566037735; 0.5940391779834154; 0.6532951289398281; 0.7402597402597403; 0.6201298701298701; 0.779298036882808; 0.8312182741116751; 0.7657350816402204
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.8        0.84210526 0.8        0.82631579 0.81914894]; 0.620253164556962; 0.6645569620253164; 0.8291139240506329; 0.954070981210856; 0.9641350210970464; 0.9535864978902955; 0.6610169491525423; 0.7647058823529411; 0.6246842295200288; 0.6971428571428572; 0.7349397590361446; 0.6608032128514056; 0.8375451263537906; 0.8776796973518285; 0.828928794038049
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.78421053 0.80526316 0.79473684 0.74736842 0.75      ]; 0.6550632911392406; 0.5664556962025317; 0.8094936708860759; 0.9410503751339765; 0.9261603375527426; 0.9419831223628691; 0.6746268656716418; 0.70625; 0.6544070512820513; 0.5934718100890208; 0.6329113924050633; 0.5664556962025317; 0.8124610591900311; 0.8232323232323232; 0.8094588012100702
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.57291667 0.52604167 0.546875   0.57291667 0.56315789]; 0.49216300940438873; 0.49216300940438873; 0.5908521303258145; 0.6481283422459894; 0.6325678496868476; 0.6565762004175366; 0.4774193548387097; 0.44047619047619047; 0.4950725323241879; 0.46357615894039744; 0.4827586206896552; 0.4913793103448276; 0.5778926955397544; 0.5643939393939394; 0.5906546811397558
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.56770833 0.56770833 0.6        0.6        0.56842105]; 0.46226415094339623; 0.5094339622641509; 0.7918238993710692; 0.9958158995815899; 0.9979035639412998; 0.9958071278825996; 0.48648648648648646; 0.5094339622641509; 0.46226415094339623; 0.5272727272727273; 0.5506329113924051; 0.5096914556962026; 0.7955528103767757; 0.8110831234256927; 0.791848094376163
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.59375    0.54736842 0.59473684 0.49473684 0.52105263]; 0.5709779179810726; 0.5331230283911672; 0.8171500630517023; 0.9936974789915967; 0.9936974789915967; 0.9936974789915967; 0.5526315789473685; 0.5526315789473685; 0.5702551834130782; 0.5066666666666666; 0.5135135135135135; 0.5319046857508396; 0.8136246786632391; 0.8157216494845361; 0.8171200840015272
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.765625   0.828125   0.83684211 0.77368421 0.72631579]; 0.660377358490566; 0.6352201257861635; 0.7679245283018868; 0.8509763617677286; 0.8679245283018868; 0.8480083857442349; 0.6766467065868264; 0.7337662337662337; 0.6626148242001901; 0.6931216931216931; 0.7401129943502824; 0.6218295468205313; 0.7810089020771512; 0.8143564356435643; 0.7671526423742119
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; 8; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.75263158 0.71052632 0.77368421 0.79473684 0.73404255]; 0.6360759493670886; 0.5917721518987342; 0.8151898734177215; 0.9490445859872612; 0.9430379746835443; 0.949367088607595; 0.6723646723646723; 0.686046511627907; 0.6312177002583979; 0.6303724928366762; 0.7006369426751592; 0.5924568361174538; 0.8221680876979295; 0.8405977584059776; 0.8147647736688833
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.8        0.83157895 0.83157895 0.79473684 0.76842105]; 0.5791139240506329; 0.6518987341772152; 0.8179519595448799; 0.9525816649104321; 0.9515789473684211; 0.9526315789473685; 0.6356164383561643; 0.7581699346405228; 0.5846064397128994; 0.7027027027027027; 0.8227848101265823; 0.6518987341772152; 0.8289786223277908; 0.8880407124681934; 0.8183922155305792
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8        0.79583333 0.84453782 0.80672269 0.79831933]; 0.6470588235294118; 0.6106442577030813; 0.7950733752620545; 0.8958677685950414; 0.9078726968174204; 0.8944723618090452; 0.6818181818181819; 0.7336956521739131; 0.6443044734858004; 0.6212534059945505; 0.6589595375722543; 0.6120884644383011; 0.8018246325392802; 0.8291404612159329; 0.7950733752620546
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; 10; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7605042  0.79831933 0.78571429 0.79831933 0.79411765]; 0.596100278551532; 0.6350974930362117; 0.8259958071278826; 0.9534883720930232; 0.9647058823529412; 0.9529411764705883; 0.6572104018912529; 0.7433155080213903; 0.5896810098246487; 0.6765432098765433; 0.7965116279069767; 0.6415713219748788; 0.8366141732283464; 0.8909853249475891; 0.8259958071278827
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.82773109 0.82773109 0.81932773 0.78991597 0.79831933]; 0.649025069637883; 0.5988857938718662; 0.8238993710691824; 0.9445378151260504; 0.9445378151260504; 0.9445378151260504; 0.7028301886792453; 0.8142076502732241; 0.6457401887729757; 0.6603773584905661; 0.7954545454545454; 0.602645305514158; 0.8351324828263004; 0.8920335429769392; 0.8238993710691824
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55462185 0.54201681 0.54201681 0.55882353 0.61016949]; 0.5333333333333333; 0.5138888888888888; 0.7840670859538784; 0.9412765957446808; 0.930976430976431; 0.9419191919191919; 0.514450867052023; 0.49444444444444446; 0.5333333333333333; 0.5014245014245013; 0.4888888888888889; 0.5138888888888888; 0.7799145299145299; 0.7651991614255765; 0.7840670859538783
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.53361345 0.58823529 0.55042017 0.61344538 0.4789916 ]; 0.4958217270194986; 0.5181058495821727; 0.810272536687631; 0.9932998324958124; 0.9966386554621849; 0.9932773109243698; 0.519893899204244; 0.5444444444444444; 0.4956859093730602; 0.5361930294906165; 0.5586592178770949; 0.5182184978274365; 0.8137860082304527; 0.8291404612159329; 0.810272536687631
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.56302521 0.59663866 0.51260504 0.55932203]; 0.48333333333333334; 0.5305555555555556; 0.79979035639413; 0.9772151898734176; 0.9747474747474747; 0.9772727272727272; 0.4861878453038674; 0.47058823529411764; 0.4838490309418565; 0.5072886297376094; 0.5028901734104047; 0.5295199530153627; 0.7978835978835979; 0.790356394129979; 0.79979035639413
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.75833333 0.75630252 0.7605042  0.80252101]; 0.6610644257703081; 0.5966386554621849; 0.739517819706499; 0.7954144620811288; 0.7554438860971524; 0.8056951423785594; 0.6366366366366367; 0.6385542168674698; 0.6595912445593892; 0.626943005181347; 0.6335078534031413; 0.5938623604365104; 0.7317862924986508; 0.710691823899371; 0.739517819706499
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.84033613 0.81092437 0.83613445 0.75210084 0.75630252]; 0.6295264623955432; 0.649025069637883; 0.840146750524109; 0.9614740368509213; 0.9647058823529412; 0.9613445378151262; 0.6598465473145779; 0.6861702127659575; 0.6267108373771308; 0.6519337016574586; 0.6900584795321637; 0.650880303595869; 0.8433487416538262; 0.860587002096436; 0.840146750524109
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.7605042  0.76470588 0.72268908 0.77310924 0.70762712]; 0.6; 0.5861111111111111; 0.7945492662473794; 0.9145815358067299; 0.8922558922558923; 0.9166666666666667; 0.6230366492146596; 0.6538461538461539; 0.5993949870354365; 0.6089238845144357; 0.651685393258427; 0.5868317076182245; 0.7960457856399584; 0.8018867924528302; 0.7945492662473794
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8006993  0.8006993  0.78321678 0.78321678 0.8041958 ]; 0.602510460251046; 0.5648535564853556; 0.8128930817610063; 0.8922237380627559; 0.9146853146853147; 0.8895104895104895; 0.6415094339622641; 0.7327586206896551; 0.6062167087188113; 0.6090225563909776; 0.6585365853658537; 0.5620269133725821; 0.8212318477716575; 0.859538784067086; 0.8128930817610063
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75524476 0.76923077 0.75174825 0.71678322 0.78873239]; 0.6416666666666667; 0.7; 0.89937106918239; 0.9760900140646976; 0.9719887955182073; 0.9761904761904763; 0.6416666666666666; 0.6062992125984252; 0.6438575709009825; 0.6974789915966386; 0.7345132743362832; 0.7019023064594802; 0.8989473684210526; 0.8951781970649895; 0.8993710691823898
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.80769231 0.8041958  0.73776224 0.79370629 0.75874126]; 0.602510460251046; 0.5815899581589958; 0.8443396226415094; 0.9291666666666667; 0.9356643356643357; 0.9286713286713286; 0.6666666666666665; 0.6985294117647058; 0.5871287835522558; 0.6153846153846154; 0.7766990291262136; 0.6052612792689892; 0.8503778337531486; 0.8846960167714885; 0.8443396226415094
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.57986111 0.58680556 0.55244755 0.54545455 0.55594406]; 0.5147679324894515; 0.45147679324894513; 0.5691823899371069; 0.6658946149392009; 0.8019525801952581; 0.597629009762901; 0.627831715210356; 0.782258064516129; 0.5017485012846132; 0.5323741007194245; 0.6548672566371682; 0.4604981444476164; 0.644770959377701; 0.7819706498951782; 0.5691823899371069
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59722222 0.58391608 0.58041958 0.55944056 0.55944056]; 0.48739495798319327; 0.5294117647058824; 0.8773584905660378; 1.0; 1.0; 1.0; 0.5196850393700787; 0.5116279069767442; 0.4851717516535097; 0.5044247787610618; 0.5229357798165137; 0.5289097503733732; 0.8776150627615064; 0.8794549266247379; 0.8773584905660377
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.57638889 0.51041667 0.56993007 0.51048951 0.53146853]; 0.5358649789029536; 0.5274261603375527; 0.8778825995807128; 0.9923344947735192; 0.99302649930265; 0.9923291492329149; 0.5378151260504201; 0.5663716814159292; 0.5372180987724807; 0.5371900826446281; 0.5241935483870968; 0.5275834998572652; 0.8783289817232375; 0.8815513626834381; 0.8778825995807128
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.74305556 0.79861111 0.80769231 0.82517483 0.83916084]; 0.6286919831223629; 0.5485232067510548; 0.7861635220125787; 0.8530020703933748; 0.8619246861924686; 0.8514644351464437; 0.6451612903225806; 0.6504065040650406; 0.6278348309798887; 0.5836575875486381; 0.6578947368421053; 0.5525246041934103; 0.7911975435005119; 0.810272536687631; 0.7861635220125787
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.77272727 0.79020979 0.8041958  0.8041958  0.80769231]; 0.5815899581589958; 0.6317991631799164; 0.8626834381551363; 0.9488243430152143; 0.9594405594405594; 0.9482517482517483; 0.6296296296296295; 0.7142857142857143; 0.5821428571428572; 0.6811594202898551; 0.7833333333333333; 0.6311624649859944; 0.8684738955823295; 0.9067085953878407; 0.8626834381551363
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.78125    0.78472222 0.77622378 0.77272727 0.76923077]; 0.5991561181434599; 0.5991561181434599; 0.859538784067086; 0.9453781512605042; 0.9414225941422594; 0.9456066945606695; 0.6058091286307055; 0.6186440677966102; 0.5992380002848596; 0.6122448979591836; 0.6302521008403361; 0.5990243555049138; 0.8599791013584117; 0.8626834381551363; 0.859538784067086
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.72916667 0.78723404 0.75531915 0.79787234]; 0.6645569620253164; 0.620253164556962; 0.739240506329114; 0.8017057569296374; 0.7932489451476793; 0.8037974683544304; 0.6748466257668712; 0.7051282051282052; 0.6650641025641025; 0.6341463414634146; 0.6419753086419753; 0.6196889530222863; 0.7412060301507537; 0.7449494949494949; 0.7392260165102804
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.73958333 0.70212766 0.69148936 0.68085106]; 0.6772151898734177; 0.6582278481012658; 0.8240506329113924; 0.925764192139738; 0.8945147679324894; 0.9282700421940928; 0.6832298136645963; 0.7051282051282052; 0.6775641025641026; 0.6447368421052632; 0.5903614457831325; 0.661847389558233; 0.8197146562905318; 0.7939698492462312; 0.8242808429904624
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.75       0.73404255 0.70212766 0.81914894 0.75531915]; 0.6178343949044586; 0.5923566878980892; 0.8104325699745547; 0.9457700650759219; 0.923728813559322; 0.9470338983050847; 0.6296296296296297; 0.5666666666666667; 0.6266169154228856; 0.5675675675675675; 0.6268656716417911; 0.5967661691542289; 0.8067444876783398; 0.7913486005089059; 0.8104325699745547
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.46875    0.40625    0.53125    0.57446809 0.57446809]; 0.4936708860759494; 0.45569620253164556; 0.5277777777777778; 0.6015325670498084; 0.6596638655462185; 0.5630252100840336; 0.5238095238095238; 0.6197183098591549; 0.5052614537801522; 0.532608695652174; 0.6049382716049383; 0.4518197851531185; 0.5720823798627003; 0.6410256410256411; 0.5294680443934175
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.53125    0.46875    0.48958333 0.52083333]; 0.5375; 0.5; 0.8075; 1.0; 1.0; 1.0; 0.5542168674698795; 0.5822784810126582; 0.5380528207532427; 0.5061728395061729; 0.4823529411764706; 0.5011764705882353; 0.8094059405940595; 0.8094059405940595; 0.8074807480748075
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.43617021 0.5106383  0.5        0.53191489 0.5       ]; 0.5384615384615384; 0.5384615384615384; 0.8120204603580563; 0.9936305732484078; 0.9957446808510638; 0.9936170212765957; 0.55; 0.6027397260273972; 0.5423337184353854; 0.5443037974683543; 0.581081081081081; 0.5405405405405406; 0.8136882129277566; 0.8403141361256544; 0.8126570680628272
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; 4; ipca_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.79787234 0.82978723 0.80851064 0.73404255 0.76595745]; 0.6346153846153846; 0.6025641025641025; 0.731457800511509; 0.8139059304703476; 0.8468085106382979; 0.8063829787234043; 0.6779661016949152; 0.75; 0.631578947368421; 0.6516853932584269; 0.725; 0.5993421052631579; 0.7511848341232227; 0.8025316455696202; 0.7307231871258955
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.77083333 0.76041667 0.71875    0.69791667]; 0.56875; 0.66875; 0.81; 0.9356223175965666; 0.9083333333333333; 0.9375; 0.5490196078431372; 0.5915492957746479; 0.5710555467637284; 0.6748466257668712; 0.7051282051282052; 0.66963727329581; 0.8056265984654731; 0.8097686375321337; 0.8099938078171618
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.73958333 0.71875    0.76041667 0.72340426]; 0.5911949685534591; 0.6666666666666666; 0.8065326633165829; 0.9234042553191489; 0.9079497907949791; 0.9246861924686192; 0.6242774566473989; 0.6206896551724138; 0.5881226053639846; 0.6826347305389222; 0.7037037037037037; 0.665954415954416; 0.8098765432098766; 0.8058968058968059; 0.806547374670768
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.73239437 0.76760563 0.73943662 0.75352113]; 0.576271186440678; 0.5847457627118644; 0.7707275803722504; 0.8973277074542897; 0.8985915492957747; 0.8971830985915494; 0.6153846153846154; 0.7339449541284404; 0.587444918009102; 0.6048387096774193; 0.6818181818181818; 0.5909090909090908; 0.7776866283839212; 0.8257839721254355; 0.7722669860627178
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.75694444 0.70422535 0.71830986 0.65492958]; 0.6764705882352942; 0.6470588235294118; 0.8050420168067227; 0.8990042674253201; 0.8851540616246498; 0.9005602240896359; 0.6723404255319149; 0.6638655462184874; 0.676470588235294; 0.641025641025641; 0.6; 0.6495575221238938; 0.8020477815699659; 0.7820299500831946; 0.8052764351434649
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.84722222 0.86111111 0.86111111 0.77777778 0.80985915]; 0.5941422594142259; 0.6108786610878661; 0.7867892976588629; 0.9100968188105117; 0.9164345403899722; 0.9094707520891365; 0.622568093385214; 0.6956521739130435; 0.5978260869565217; 0.6542750929368029; 0.6929133858267716; 0.6053852643419573; 0.7958366693354684; 0.826955074875208; 0.7865867811350831
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52777778 0.53472222 0.45138889 0.55555556 0.55555556]; 0.4583333333333333; 0.5125; 0.5083333333333333; 0.49484536082474223; 0.4666666666666667; 0.5236111111111111; 0.43965517241379315; 0.4396551724137931; 0.4577308120133482; 0.4753363228699552; 0.4344262295081967; 0.5138232842456237; 0.47971781305114636; 0.45484949832775917; 0.5081556461738463
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.45833333 0.40972222 0.47916667 0.52112676 0.43661972]; 0.5084033613445378; 0.5336134453781513; 0.8087248322147651; 1.0; 1.0; 1.0; 0.5104602510460251; 0.5083333333333333; 0.5084039548022599; 0.5276595744680851; 0.5210084033613446; 0.5336134453781513; 0.8084033613445377; 0.8056951423785594; 0.8087299241304562
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.48591549 0.50704225 0.48591549 0.50704225 0.52857143]; 0.5338983050847458; 0.4915254237288136; 0.8008474576271186; 0.9929676511954995; 0.9971751412429378; 0.9929378531073445; 0.5338983050847459; 0.525; 0.534051724137931; 0.4690265486725664; 0.44166666666666665; 0.4923850574712644; 0.7996589940323956; 0.7895622895622896; 0.8009244894910423
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; 6; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.74305556 0.80985915 0.69014085 0.77464789 0.76760563]; 0.6075949367088608; 0.6413502109704642; 0.7141652613827993; 0.7526881720430108; 0.6882022471910112; 0.773876404494382; 0.5791855203619909; 0.5614035087719298; 0.6059050064184852; 0.6320346320346321; 0.5615384615384615; 0.6499281092739035; 0.6926563916591115; 0.6366666666666667; 0.7150910125142208
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72222222 0.75       0.77083333 0.76388889 0.67361111]; 0.6541666666666667; 0.6875; 0.8341666666666666; 0.9410071942446043; 0.9083333333333333; 0.9430555555555554; 0.6103286384976525; 0.5416666666666666; 0.6541666666666666; 0.6753246753246753; 0.6842105263157895; 0.6873433583959899; 0.8252853380158033; 0.7912457912457912; 0.8337417075040837
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.75694444 0.70833333 0.72916667 0.70422535 0.6971831 ]; 0.6554621848739496; 0.6386554621848739; 0.7911073825503355; 0.883453237410072; 0.8575418994413407; 0.8868715083798883; 0.6095238095238096; 0.5423728813559322; 0.6545197740112993; 0.5742574257425743; 0.5686274509803921; 0.6299019607843137; 0.7750677506775067; 0.7422145328719724; 0.7896740416802859
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.734375   0.72916667 0.75520833 0.70833333 0.75789474]; 0.6144200626959248; 0.6300940438871473; 0.7368421052631579; 0.8073196986006458; 0.7828810020876826; 0.813152400835073; 0.6573816155988859; 0.7329192546583851; 0.6132950703671672; 0.6628571428571428; 0.7341772151898734; 0.6310637628744398; 0.7435897435897436; 0.7631578947368421; 0.7368421052631579
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.75789474 0.74736842 0.72105263 0.77368421 0.75531915]; 0.5664556962025317; 0.6582278481012658; 0.7778481012658228; 0.8886554621848739; 0.8924050632911392; 0.8881856540084387; 0.5758513931888545; 0.6118421052631579; 0.5681161745827985; 0.6878612716763006; 0.7300613496932515; 0.6558803480492401; 0.7834669956816779; 0.8048162230671736; 0.7778821949722721
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.73958333 0.703125   0.640625   0.70833333 0.70526316]; 0.5768025078369906; 0.6300940438871473; 0.7857142857142857; 0.9068062827225131; 0.9039665970772442; 0.9070981210855951; 0.5328719723183392; 0.4873417721518987; 0.5759690227219121; 0.6013513513513513; 0.5527950310559007; 0.6308278952747859; 0.7779220779220779; 0.7506265664160401; 0.7857142857142857
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.51041667 0.53125    0.50520833 0.46875    0.54736842]; 0.5360501567398119; 0.4890282131661442; 0.6710526315789473; 0.7770833333333332; 0.778705636743215; 0.7766179540709812; 0.5316455696202531; 0.535031847133758; 0.5360344420853974; 0.4825396825396825; 0.4840764331210191; 0.48895179680742307; 0.6700188560653677; 0.6721311475409836; 0.6710593471204296
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.51052632 0.52631579 0.48947368 0.45789474 0.4787234 ]; 0.4810126582278481; 0.5189873417721519; 0.8; 1.0; 1.0; 1.0; 0.47435897435897434; 0.5103448275862069; 0.48324258923169994; 0.5032679738562092; 0.48427672955974843; 0.5192084284741417; 0.7982120051085568; 0.8033419023136247; 0.8000500035258897
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.51041667 0.45789474 0.50526316 0.47894737 0.51578947]; 0.47003154574132494; 0.4668769716088328; 0.7843631778058008; 0.9947534102833158; 0.9957983193277311; 0.9947478991596639; 0.48148148148148145; 0.48148148148148145; 0.4697729988052568; 0.4347826086956522; 0.41935483870967744; 0.4658502588610116; 0.7829949238578681; 0.7780580075662042; 0.7843631778058008
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.74479167 0.77604167 0.70833333 0.734375   0.79166667]; 0.646875; 0.596875; 0.7275; 0.8012295081967213; 0.8145833333333333; 0.7979166666666666; 0.6457680250783698; 0.7304964539007093; 0.655751020246444; 0.6485013623978202; 0.7041420118343196; 0.5904816019436498; 0.7376654632972321; 0.7759493670886076; 0.7280981403344273
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.77604167 0.75520833 0.65625    0.77604167 0.78421053]; 0.5893416927899686; 0.6426332288401254; 0.7913533834586466; 0.9077568134171908; 0.9039665970772442; 0.9081419624217119; 0.6487935656836461; 0.7756410256410257; 0.5933419852131508; 0.7150000000000001; 0.8411764705882353; 0.6286419265692854; 0.8071800810654315; 0.8658385093167702; 0.7906942230528227
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.65625    0.71578947 0.70526316 0.64736842]; 0.6226415094339622; 0.6509433962264151; 0.8088050314465409; 0.9241952232606438; 0.9329140461215933; 0.9234800838574424; 0.6428571428571428; 0.6545454545454545; 0.6213903743315508; 0.645367412140575; 0.6352201257861635; 0.6509433962264152; 0.8114143920595533; 0.8164794007490637; 0.808746671223708
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.71666667 0.72916667 0.71666667 0.7625     0.75630252]; 0.647887323943662; 0.6253521126760564; 0.7159329140461216; 0.7713365539452496; 0.7996661101836394; 0.7629382303839732; 0.626865671641791; 0.5675675675675675; 0.6514308426073132; 0.5856697819314642; 0.5529411764705883; 0.6224165341812401; 0.7144362486828241; 0.710691823899371; 0.7159329140461217
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77731092 0.67647059 0.71848739 0.68907563 0.72457627]; 0.6722222222222223; 0.6055555555555555; 0.8212788259958071; 0.9287598944591029; 0.8888888888888888; 0.9318181818181817; 0.719047619047619; 0.8579545454545454; 0.6762598814229248; 0.6536585365853659; 0.7282608695652174; 0.6027667984189723; 0.8266395526182003; 0.8522012578616353; 0.8212788259958071
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7125     0.72083333 0.75416667 0.75630252 0.71428571]; 0.6376404494382022; 0.601123595505618; 0.7924528301886793; 0.8962655601659751; 0.903010033444816; 0.8954849498327758; 0.7088036117381489; 0.8486486486486486; 0.6290026868974237; 0.6619047619047619; 0.8128654970760234; 0.6091354512407143; 0.8085106382978723; 0.8763102725366876; 0.7924528301886793
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.54166667 0.49166667 0.50420168 0.4789916  0.45798319]; 0.5098039215686274; 0.5182072829131653; 0.509958071278826; 0.539906103286385; 0.5778894472361809; 0.507537688442211; 0.5635910224438903; 0.6457142857142857; 0.5124175824175824; 0.5742574257425742; 0.6373626373626373; 0.5158241758241758; 0.5511281805088816; 0.6016771488469602; 0.5099580712788261
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.53781513 0.51260504 0.51260504 0.4789916  0.52521008]; 0.48746518105849584; 0.520891364902507; 0.8134171907756813; 1.0; 1.0; 1.0; 0.4491017964071856; 0.4411764705882353; 0.4851384998443822; 0.5195530726256984; 0.49206349206349204; 0.5225023342670402; 0.8108395324123273; 0.79979035639413; 0.8134171907756813
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.47083333 0.5        0.4875     0.4789916  0.47478992]; 0.5; 0.49719101123595505; 0.809748427672956; 0.9950000000000001; 0.9983277591973244; 0.9949832775919731; 0.4971751412429379; 0.4782608695652174; 0.5007583417593529; 0.4624624624624625; 0.4476744186046512; 0.49557633973710813; 0.8076311605723372; 0.7987421383647799; 0.8097484276729561
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71848739 0.72689076 0.71428571 0.66386555 0.71610169]; 0.6694444444444444; 0.6111111111111112; 0.7222222222222222; 0.7681779298545764; 0.7558922558922558; 0.7718855218855218; 0.6609686609686609; 0.6666666666666666; 0.6693548387096774; 0.6195652173913044; 0.6129032258064516; 0.6110493140526511; 0.7192796610169493; 0.7117400419287212; 0.7222222222222222
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.725      0.76666667 0.69166667 0.71666667 0.76470588]; 0.6281690140845071; 0.6169014084507042; 0.8013626834381551; 0.9053708439897697; 0.8864774624373957; 0.9073455759599331; 0.6944444444444444; 0.8287292817679558; 0.6241347558265066; 0.6761904761904761; 0.8160919540229885; 0.6207531593319362; 0.8128395061728396; 0.8626834381551363; 0.8013626834381551
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.69166667 0.70168067 0.72268908 0.64705882 0.71008403]; 0.6480446927374302; 0.6061452513966481; 0.8238993710691824; 0.9420654911838792; 0.9412751677852349; 0.9421140939597316; 0.6834170854271356; 0.7472527472527473; 0.6463536463536463; 0.624; 0.6647727272727273; 0.6071116383616384; 0.8289205702647657; 0.8532494758909853; 0.8238993710691823
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77272727 0.68531469 0.6993007  0.74125874 0.73239437]; 0.6583333333333333; 0.6416666666666667; 0.7248427672955975; 0.7640449438202246; 0.8095238095238095; 0.75; 0.6821705426356589; 0.7272727272727273; 0.6577540106951871; 0.6717557251908397; 0.7394957983193278; 0.6424751718869366; 0.7417609444171175; 0.790356394129979; 0.7248427672955975
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68181818 0.69230769 0.66783217 0.66433566 0.73239437]; 0.7; 0.7166666666666667; 0.8642557651991615; 0.9156626506024096; 0.9047619047619048; 0.9166666666666666; 0.7333333333333335; 0.8181818181818182; 0.6990068754774638; 0.744360902255639; 0.8319327731092437; 0.7176192791166054; 0.8669748330765281; 0.8846960167714885; 0.8642557651991615
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.6958042  0.70629371 0.69230769 0.64788732]; 0.6208333333333333; 0.6958333333333333; 0.8417190775681341; 0.9024045261669026; 0.8935574229691877; 0.903361344537815; 0.6374501992031872; 0.6837606837606838; 0.6223681467583908; 0.7286245353159851; 0.7967479674796748; 0.6932457786116323; 0.843846949327818; 0.8553459119496856; 0.8417190775681341
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; 12; ipca_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.53819444 0.51388889 0.50347222 0.47552448 0.52447552]; 0.5550847457627118; 0.4661016949152542; 0.5178197064989518; 0.5178446466060183; 0.5153203342618384; 0.5201949860724234; 0.5333333333333333; 0.5607476635514018; 0.5555676302253134; 0.49193548387096775; 0.4728682170542636; 0.46540607114395427; 0.5162986330178759; 0.5146750524109015; 0.5178197064989517
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53819444 0.49300699 0.53846154 0.5034965  0.48251748]; 0.4831932773109244; 0.5; 0.8731656184486373; 1.0; 1.0; 1.0; 0.4533333333333333; 0.4214876033057851; 0.4842480751571661; 0.4757709251101322; 0.46153846153846156; 0.4993642720915449; 0.8715498938428875; 0.860587002096436; 0.8731656184486374
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.46527778 0.53146853 0.46153846 0.51048951 0.52447552]; 0.47478991596638653; 0.46638655462184875; 0.8632075471698113; 0.9936930623686054; 0.9902234636871509; 0.9937150837988826; 0.42922374429223736; 0.42727272727272725; 0.4714488636363636; 0.4940239043824701; 0.484375; 0.46491477272727266; 0.8624143384290985; 0.8574423480083857; 0.8632075471698113
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69444444 0.72377622 0.73076923 0.6993007  0.76223776]; 0.6680672268907563; 0.6218487394957983; 0.7269392033542977; 0.7702349869451697; 0.8240223463687151; 0.7541899441340782; 0.6949806949806949; 0.7317073170731707; 0.6658536585365854; 0.6341463414634146; 0.6782608695652174; 0.6236832803110639; 0.7442317133038783; 0.7945492662473794; 0.7269392033542977
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70833333 0.71180556 0.68881119 0.6993007  0.75874126]; 0.6624472573839663; 0.6751054852320675; 0.8516771488469602; 0.9097421203438396; 0.8856345885634589; 0.9121338912133891; 0.6116504854368933; 0.5526315789473685; 0.6584296106118956; 0.6607929515418502; 0.6097560975609756; 0.6776850663243474; 0.8452706396938217; 0.810272536687631; 0.8516771488469602
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65625    0.72569444 0.75524476 0.73076923 0.6993007 ]; 0.620253164556962; 0.6329113924050633; 0.8349056603773585; 0.9029535864978904; 0.895397489539749; 0.9037656903765691; 0.6511627906976746; 0.7058823529411765; 0.6198903290129611; 0.6561264822134387; 0.7033898305084746; 0.633207520296254; 0.8370408691153647; 0.8480083857442348; 0.8349056603773586
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.70833333 0.8125     0.73958333 0.73958333]; 0.6375; 0.6375; 0.7125; 0.7553648068669528; 0.7333333333333333; 0.7625; 0.6133333333333334; 0.5974025974025974; 0.6360506962916601; 0.6881720430107527; 0.6597938144329897; 0.6314842088037964; 0.7132169576059849; 0.6908212560386473; 0.7132862756877174
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.79166667 0.8125     0.75       0.67708333]; 0.68125; 0.65625; 0.8375; 0.9484978540772532; 0.9208333333333333; 0.95; 0.6577181208053691; 0.5697674418604651; 0.6902891263356379; 0.5864661654135338; 0.4936708860759494; 0.6542428504453821; 0.8262032085561498; 0.762962962962963; 0.8384435067979372
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.72916667 0.71875    0.70833333 0.67708333]; 0.65; 0.61875; 0.82; 0.9421841541755889; 0.9166666666666666; 0.9437499999999999; 0.6853932584269664; 0.6931818181818182; 0.6452020202020203; 0.6514285714285714; 0.6195652173913043; 0.6186061381074169; 0.824390243902439; 0.8047619047619048; 0.8208020050125313
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.47916667 0.55208333 0.5625     0.54166667]; 0.45; 0.44375; 0.57; 0.5399449035812672; 0.4083333333333333; 0.6520833333333333; 0.34328358208955223; 0.2875; 0.45000000000000007; 0.2644628099173554; 0.17391304347826086; 0.49136828644501274; 0.44336569579288027; 0.3325242718446602; 0.5773446101491342
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.53125    0.46875    0.53125    0.44791667]; 0.49375; 0.475; 0.79375; 1.0; 1.0; 1.0; 0.4840764331210191; 0.4634146341463415; 0.4945278298936836; 0.4814814814814815; 0.5; 0.47560975609756095; 0.7934918648310388; 0.7925; 0.79375
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.46875    0.5        0.5625     0.44791667 0.54166667]; 0.49375; 0.4625; 0.78625; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.5263157894736842; 0.46875; 0.5; 0.43421052631578944; 0.4520547945205479; 0.46165958116831995; 0.7870485678704856; 0.7726161369193154; 0.7865638229353611
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.76041667 0.71875    0.78125    0.78723404]; 0.5660377358490566; 0.5911949685534591; 0.7123115577889447; 0.801670146137787; 0.803347280334728; 0.801255230125523; 0.5964912280701754; 0.6219512195121951; 0.5642223630028509; 0.6408839779005525; 0.6744186046511628; 0.5837846447913347; 0.7244283995186522; 0.7395577395577395; 0.7116811834035484
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.83333333 0.76041667 0.86458333 0.75      ]; 0.5875; 0.59375; 0.78375; 0.9066666666666667; 0.85; 0.9125; 0.5217391304347826; 0.41379310344827586; 0.6041568256967407; 0.5695364238410596; 0.4942528735632184; 0.603290820343253; 0.7658998646820027; 0.6835748792270532; 0.7873832945358064
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.8125     0.83333333 0.79166667 0.77083333]; 0.6375; 0.59375; 0.78625; 0.9012345679012346; 0.9125; 0.8999999999999999; 0.6947368421052632; 0.8354430379746836; 0.639943741209564; 0.6408839779005524; 0.7341772151898734; 0.5954836693233319; 0.8004667444574096; 0.8618090452261307; 0.7866259156478912
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.73239437 0.79577465 0.6971831  0.73943662 0.71126761]; 0.5932203389830508; 0.6398305084745762; 0.7250423011844331; 0.8090185676392572; 0.8591549295774648; 0.7971830985915492; 0.6444444444444445; 0.725; 0.590948275862069; 0.6863468634686347; 0.7560975609756098; 0.6346859486293979; 0.749034749034749; 0.8110367892976589; 0.7240115453337609
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.69014085 0.69014085 0.70422535 0.69014085 0.71428571]; 0.614406779661017; 0.6313559322033898; 0.7906779661016949; 0.9026798307475318; 0.903954802259887; 0.902542372881356; 0.6374501992031872; 0.6611570247933884; 0.6131872080488682; 0.6329113924050632; 0.7075471698113207; 0.638388969521045; 0.7936507936507936; 0.8175559380378657; 0.791081808751821
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.74305556 0.71126761 0.78873239 0.71126761]; 0.6134453781512605; 0.5840336134453782; 0.7680672268907563; 0.8773448773448773; 0.8515406162464986; 0.8809523809523809; 0.5779816513761468; 0.5526315789473685; 0.610993208828523; 0.5263157894736842; 0.48672566371681414; 0.5793628318584071; 0.7535714285714284; 0.7226027397260274; 0.7672419639224197
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.55555556 0.51388889 0.56944444 0.50694444 0.56338028]; 0.4811715481171548; 0.5313807531380753; 0.6187290969899666; 0.6428571428571429; 0.5515320334261838; 0.6935933147632313; 0.4789915966386555; 0.4253731343283582; 0.4888770433546553; 0.44554455445544555; 0.4205607476635514; 0.5208864344378363; 0.5681818181818182; 0.5; 0.6191275167785235
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.44444444 0.55633803 0.52112676 0.52816901 0.5       ]; 0.47257383966244726; 0.4641350210970464; 0.7875210792580101; 1.0; 1.0; 1.0; 0.4769874476987448; 0.4789915966386555; 0.4725466457769549; 0.4253393665158371; 0.4392523364485981; 0.46193386053199137; 0.7849829351535835; 0.7903780068728522; 0.7875731093966909
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.55555556 0.45833333 0.53521127 0.47887324 0.49295775]; 0.49159663865546216; 0.47058823529411764; 0.788235294117647; 0.9929873772791025; 0.9915966386554622; 0.9929971988795518; 0.4524886877828054; 0.46296296296296297; 0.4891737891737891; 0.47058823529411764; 0.45528455284552843; 0.4711205372923294; 0.7849829351535836; 0.782312925170068; 0.7881664293624426
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.74305556 0.65277778 0.69444444 0.71527778 0.70138889]; 0.6125; 0.5833333333333334; 0.675; 0.6955177743431221; 0.625; 0.7263888888888889; 0.5866666666666666; 0.528; 0.6161739130434782; 0.5238095238095238; 0.44715447154471544; 0.586825099020221; 0.6395563770794824; 0.569078947368421; 0.6764313655761024
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; 6; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.73943662 0.77464789 0.72535211 0.72535211 0.74647887]; 0.6016949152542372; 0.5847457627118644; 0.7969543147208121; 0.9312320916905444; 0.9154929577464789; 0.9323943661971831; 0.5948275862068966; 0.6160714285714286; 0.6023905529953917; 0.6141732283464567; 0.6190476190476191; 0.5822510822510822; 0.7972972972972974; 0.7959527824620574; 0.7969577155094667
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.65492958 0.74647887 0.73943662 0.70422535 0.70714286]; 0.635593220338983; 0.6440677966101694; 0.8059322033898305; 0.9160739687055477; 0.9096045197740112; 0.9166666666666666; 0.6260869565217391; 0.5901639344262295; 0.6371872303710094; 0.6037735849056604; 0.5818181818181818; 0.6401154401154401; 0.7999999999999999; 0.7815699658703071; 0.8057681479183186
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.69270833 0.62105263 0.7        0.65263158]; 0.6792452830188679; 0.5943396226415094; 0.6679245283018868; 0.7232059645852748; 0.8134171907756813; 0.6886792452830188; 0.7462686567164178; 0.8875739644970414; 0.6652634923156349; 0.6366197183098593; 0.7902097902097902; 0.6122477522477523; 0.7114754098360655; 0.8250950570342205; 0.669101835633215
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.70833333 0.72631579 0.71578947 0.66842105 0.65263158]; 0.6246056782334385; 0.580441640378549; 0.7862547288776797; 0.908130939809926; 0.9033613445378151; 0.9086134453781511; 0.6123778501628664; 0.5696969696969697; 0.6269537480063796; 0.5397923875432525; 0.5234899328859061; 0.5772211569191434; 0.7802981205443941; 0.7620253164556962; 0.7861634119966924
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.703125   0.75263158 0.70526316 0.67894737]; 0.5534591194968553; 0.6415094339622641; 0.789308176100629; 0.9169295478443744; 0.9140461215932913; 0.9171907756813417; 0.538961038961039; 0.5886524822695035; 0.5570381055415314; 0.6705202312138728; 0.7160493827160493; 0.6400759734093068; 0.7912772585669782; 0.8141025641025641; 0.7897673314339981
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; 8; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.56770833 0.48947368 0.50526316 0.55789474 0.55789474]; 0.501577287066246; 0.42902208201892744; 0.6002522068095839; 0.6891464699683878; 0.6869747899159664; 0.6901260504201681; 0.5269461077844312; 0.5569620253164557; 0.5017514529098002; 0.43962848297213625; 0.4863013698630137; 0.43320916446367064; 0.6052303860523038; 0.6230769230769231; 0.600620347394541
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.46875    0.43229167 0.46875    0.47395833 0.46354167]; 0.4875; 0.50625; 0.79875; 1.0; 1.0; 1.0; 0.5; 0.49101796407185627; 0.48733904739540523; 0.5269461077844312; 0.546583850931677; 0.5059963279815618; 0.8014796547472257; 0.8044554455445545; 0.7986923692369237
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.53125    0.48947368 0.5        0.52105263 0.5       ]; 0.4637223974763407; 0.47003154574132494; 0.7818411097099621; 0.9915966386554622; 0.9915966386554622; 0.9915966386554622; 0.3795620437956204; 0.3795620437956204; 0.4536699107866991; 0.49397590361445787; 0.4581005586592179; 0.4718039025180148; 0.7779204107830553; 0.7651515151515151; 0.7818200900694604
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.75       0.65789474 0.68421053 0.71578947]; 0.5471698113207547; 0.5377358490566038; 0.6836477987421383; 0.7905138339920947; 0.8385744234800838; 0.7777777777777778; 0.5662650602409639; 0.6143790849673203; 0.5496137849079026; 0.5558912386706949; 0.5609756097560976; 0.5369813113715554; 0.6997014925373135; 0.7380352644836272; 0.683716124704125
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.73958333 0.72916667 0.73157895 0.73684211 0.74210526]; 0.6132075471698113; 0.5566037735849056; 0.769811320754717; 0.8898488120950323; 0.8637316561844863; 0.8930817610062893; 0.6045016077170419; 0.5696969696969697; 0.6149138443256091; 0.5579937304075235; 0.5266272189349113; 0.5586156228902744; 0.7647814910025706; 0.7336621454993835; 0.7705537941874324
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.671875   0.703125   0.66145833 0.67368421 0.73157895]; 0.5943396226415094; 0.6194968553459119; 0.7870603015075377; 0.9075804776739357; 0.9142259414225942; 0.9069037656903766; 0.5930599369085173; 0.5911949685534591; 0.5943396226415094; 0.6276923076923077; 0.6496815286624203; 0.6198718202318312; 0.7887850467289719; 0.7972292191435768; 0.7870857875166506
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; 10; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.72268908 0.73529412 0.69327731 0.71848739 0.71848739]; 0.584958217270195; 0.5766016713091922; 0.7258909853249476; 0.8; 0.746218487394958; 0.8134453781512605; 0.6047745358090185; 0.5786802030456852; 0.5856363978191389; 0.5476190476190477; 0.5679012345679012; 0.5758287898727831; 0.7131102578167855; 0.6813417190775681; 0.7258909853249476
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; 10; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68907563 0.71428571 0.67647059 0.65966387 0.63445378]; 0.5988857938718662; 0.6239554317548747; 0.7845911949685535; 0.890728476821192; 0.9042016806722689; 0.8890756302521008; 0.64; 0.7619047619047619; 0.6087010720518573; 0.6599496221662469; 0.6858638743455497; 0.6197176514584892; 0.7950124688279302; 0.8354297693920335; 0.7845911949685536
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.65416667 0.67083333 0.65       0.67226891 0.66806723]; 0.6376404494382022; 0.6544943820224719; 0.810796645702306; 0.908939014202172; 0.9096989966555183; 0.9088628762541805; 0.60790273556231; 0.5524861878453039; 0.6391002367797948; 0.6045016077170418; 0.5371428571428571; 0.6525493291239147; 0.8034839412084921; 0.7735849056603774; 0.8107966457023061
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; 10; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.57083333 0.45       0.50416667 0.5125     0.54201681]; 0.5014084507042254; 0.5014084507042254; 0.8118448637316562; 0.9958298582151792; 0.996661101836394; 0.9958263772954925; 0.48093841642228735; 0.44565217391304346; 0.5035278413424866; 0.5177111716621253; 0.5555555555555556; 0.5033212560386473; 0.8117461982170949; 0.8113207547169812; 0.8118448637316562
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; 10; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.4625     0.45833333 0.48333333 0.45378151 0.47478992]; 0.5365168539325843; 0.5168539325842697; 0.8233752620545073; 1.0; 1.0; 1.0; 0.5189504373177842; 0.48633879781420764; 0.5379670867683755; 0.49112426035502954; 0.4797687861271676; 0.5158406772165892; 0.8204581779435268; 0.8071278825995807; 0.8233752620545073
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.50416667 0.52941176 0.5210084  0.43697479 0.50840336]; 0.46368715083798884; 0.4664804469273743; 0.7976939203354297; 0.997485331098072; 0.9983221476510067; 0.9974832214765099; 0.46368715083798884; 0.48255813953488375; 0.46439734933733434; 0.4679665738161559; 0.45161290322580644; 0.4670855213803451; 0.7979057591623038; 0.7987421383647799; 0.7976939203354299
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6875     0.75416667 0.68067227 0.67647059 0.68067227]; 0.6190476190476191; 0.6162464985994398; 0.6781970649895178; 0.7308602999210734; 0.7755443886097152; 0.7144053601340032; 0.6494845360824743; 0.7241379310344828; 0.6216318070472959; 0.6459948320413437; 0.6830601092896175; 0.6145185603919352; 0.6993143976493633; 0.7484276729559748; 0.6781970649895178
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.69327731 0.69327731 0.64705882 0.63445378 0.68487395]; 0.649025069637883; 0.6740947075208914; 0.8207547169811321; 0.9158878504672897; 0.9058823529411765; 0.9168067226890756; 0.6818181818181819; 0.8282208588957055; 0.6641104294478528; 0.7370786516853933; 0.8367346938775511; 0.6576311506197571; 0.8305252725470764; 0.8784067085953878; 0.820754716981132
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69583333 0.70416667 0.67083333 0.70416667 0.68907563]; 0.6197183098591549; 0.5690140845070423; 0.799266247379455; 0.9185946872322193; 0.8948247078464107; 0.9207011686143572; 0.6301369863013699; 0.6609195402298851; 0.620515018733727; 0.5714285714285714; 0.56353591160221; 0.5691242776401855; 0.7972472207517205; 0.789308176100629; 0.7992662473794548
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.7027972  0.68181818 0.66783217 0.70422535]; 0.6375; 0.6375; 0.7389937106918238; 0.7574850299401198; 0.7086834733893558; 0.773109243697479; 0.6200873362445415; 0.6228070175438597; 0.6368003341687551; 0.6666666666666666; 0.6904761904761905; 0.6347117794486216; 0.7272727272727273; 0.6960167714884696; 0.738993710691824
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; 12; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.65277778 0.70138889 0.71875    0.73263889 0.6958042 ]; 0.5148936170212766; 0.5319148936170213; 0.8123689727463312; 0.905367231638418; 0.8915159944367177; 0.9068150208623089; 0.583941605839416; 0.6896551724137931; 0.5170964937699218; 0.60431654676259; 0.7058823529411765; 0.5296653144016228; 0.8180894308943089; 0.8438155136268344; 0.8123689727463312
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68181818 0.67832168 0.68181818 0.67132867 0.63732394]; 0.625; 0.6541666666666667; 0.8139412997903563; 0.8716502115655853; 0.865546218487395; 0.8725490196078431; 0.6153846153846154; 0.5538461538461539; 0.6314685314685314; 0.6244343891402715; 0.6272727272727273; 0.6520979020979022; 0.810464495461826; 0.7955974842767296; 0.8139412997903565
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.47569444 0.47902098 0.52797203 0.54545455 0.48951049]; 0.4327731092436975; 0.5084033613445378; 0.8626834381551363; 0.9929971988795517; 0.9902234636871509; 0.9930167597765363; 0.430379746835443; 0.4214876033057851; 0.4329660238751148; 0.5063291139240506; 0.5128205128205128; 0.5084763721127357; 0.8622502628811777; 0.859538784067086; 0.8626834381551363
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.43356643 0.45454545 0.5        0.48951049 0.50704225]; 0.5208333333333334; 0.5208333333333334; 0.8794549266247379; 1.0; 1.0; 1.0; 0.5228215767634855; 0.48091603053435117; 0.5248616849919462; 0.49339207048458145; 0.5137614678899083; 0.5202395125709083; 0.8786919831223629; 0.8731656184486373; 0.879454926624738
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.46875    0.46853147 0.54545455 0.49300699]; 0.4810126582278481; 0.5147679324894515; 0.8726415094339622; 0.9965253648366921; 1.0; 0.996513249651325; 0.5060240963855422; 0.5206611570247934; 0.4801581647192933; 0.4978165938864629; 0.49137931034482757; 0.5142846964947279; 0.8732394366197183; 0.8773584905660378; 0.8726415094339622
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.6875     0.61888112 0.6993007  0.67832168 0.65034965]; 0.6638655462184874; 0.6554621848739496; 0.6761006289308176; 0.6352000000000001; 0.5544692737430168; 0.6815642458100559; 0.6078431372549019; 0.5486725663716814; 0.6583362831858407; 0.6525423728813559; 0.616; 0.6575575221238938; 0.634319526627219; 0.5618448637316562; 0.6761006289308177
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67708333 0.63194444 0.7027972  0.6958042  0.65384615]; 0.5654008438818565; 0.6160337552742616; 0.8668763102725366; 0.9577464788732395; 0.9483960948396095; 0.9581589958158996; 0.5422222222222223; 0.48412698412698413; 0.5708923208923209; 0.5767441860465116; 0.5585585585585585; 0.6126126126126127; 0.8634408602150537; 0.8417190775681341; 0.8668763102725368
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.66083916 0.6958042  0.67832168 0.67832168 0.71678322]; 0.6359832635983264; 0.5857740585774058; 0.810796645702306; 0.879725085910653; 0.8951048951048951; 0.8776223776223775; 0.6692015209125476; 0.7213114754098361; 0.6341600112091916; 0.6264150943396226; 0.7094017094017094; 0.5883074120779039; 0.8179525970751387; 0.850104821802935; 0.8107966457023061
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5 0.5 0.5 0.5 0.5]; 0.44654088050314467; 0.49056603773584906; 0.48743718592964824; 0.6666666666666666; 1.0; 0.5; 0.6173913043478261; 1.0; 0.5; 0.6582278481012659; 1.0; 0.5; 0.6554054054054054; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5 0.5 0.5 0.5 0.5]; 0.4968553459119497; 0.5094339622641509; 0.5012562814070352; 0.6666666666666666; 1.0; 0.5; 0.6638655462184874; 1.0; 0.5; 0.6749999999999999; 1.0; 0.5; 0.6677824267782426; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.45833333 0.46875    0.46875    0.5        0.45744681]; 0.5379746835443038; 0.47468354430379744; 0.63510101010101; 0.6122448979591837; 0.4411764705882353; 0.7205882352941176; 0.2474226804123712; 0.18181818181818182; 0.48764822134387353; 0.2782608695652174; 0.1951219512195122; 0.48571887034659816; 0.4792792792792792; 0.344559585492228; 0.6279448173766559
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.47916667 0.51041667 0.625      0.57446809 0.4893617 ]; 0.4936708860759494; 0.5569620253164557; 0.6893939393939394; 0.8008298755186722; 0.8109243697478992; 0.7983193277310924; 0.5238095238095238; 0.55; 0.492948717948718; 0.5930232558139535; 0.6; 0.5534246575342466; 0.7007299270072992; 0.7146401985111662; 0.6889396365306474
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.54166667 0.48958333 0.5625     0.5625    ]; 0.48125; 0.54375; 0.805; 1.0; 1.0; 1.0; 0.4713375796178344; 0.4567901234567901; 0.4815596186904204; 0.5465838509316769; 0.5714285714285714; 0.544750430292599; 0.8045112781954887; 0.8065326633165829; 0.8050076251906297
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.44791667 0.41666667 0.42553191 0.35106383 0.45744681]; 0.5379746835443038; 0.45569620253164556; 0.7962025316455696; 0.995798319327731; 1.0; 0.9957805907172995; 0.535031847133758; 0.56; 0.5390361445783133; 0.4691358024691358; 0.4810126582278481; 0.45569620253164556; 0.7974842767295597; 0.8107416879795396; 0.7963482875987924
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.53125    0.52083333 0.56382979 0.39361702 0.54255319]; 0.43670886075949367; 0.5379746835443038; 0.7164556962025317; 0.8634361233480177; 0.8270042194092827; 0.869198312236287; 0.41059602649006616; 0.41333333333333333; 0.43558232931726903; 0.4895104895104895; 0.44871794871794873; 0.5368589743589743; 0.7005347593582887; 0.6717948717948717; 0.7158974358974358
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.52083333 0.46875    0.44791667 0.58510638 0.4893617 ]; 0.5; 0.5443037974683544; 0.8093434343434344; 1.0; 1.0; 1.0; 0.5485714285714285; 0.5; 0.5; 0.5555555555555556; 0.5921052631578947; 0.5460526315789473; 0.8142681426814268; 0.8073170731707318; 0.8094176988890308
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.53191489 0.43617021 0.45744681 0.61702128 0.55319149]; 0.46153846153846156; 0.47435897435897434; 0.782608695652174; 0.9915254237288136; 0.9957446808510638; 0.9914893617021276; 0.5116279069767442; 0.5641025641025641; 0.46153846153846156; 0.49382716049382713; 0.5128205128205128; 0.47435897435897434; 0.7890818858560794; 0.8132992327365729; 0.7826086956521741
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svd; 8; 192; 200; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.49159663865546216; 0.4579831932773109; 0.4899159663865546; 0.6666666666666666; 1.0; 0.5; 0.6591549295774647; 1.0; 0.5; 0.6282420749279539; 1.0; 0.5; 0.6576424139875916; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svd; 8; 192; 200; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5708333333333333; 0.4625; 0.5066666666666667; 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; 720; 240; 240; 0.6; 0.2; 0.2; [0.45138889 0.51388889 0.49305556 0.57638889 0.54861111]; 0.45; 0.44583333333333336; 0.6275; 0.7982261640798227; 1.0; 0.7472222222222222; 0.5741935483870968; 0.7542372881355932; 0.4549874965268129; 0.5581395348837208; 0.7433628318584071; 0.4622325970315657; 0.7045604758757434; 0.9018612521150592; 0.6315545997849517
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.5625     0.47183099 0.50704225 0.47183099 0.42253521]; 0.46835443037974683; 0.5527426160337553; 0.8043844856661045; 1.0; 1.0; 1.0; 0.4615384615384615; 0.43902439024390244; 0.4695121951219512; 0.5137614678899082; 0.47863247863247865; 0.5518162393162394; 0.8006872852233676; 0.7818791946308725; 0.8044989193493346
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.5        0.48611111 0.54166667 0.49305556]; 0.5166666666666667; 0.525; 0.8083333333333333; 1.0; 1.0; 1.0; 0.5; 0.4793388429752066; 0.5169803458573512; 0.5615384615384615; 0.5488721804511278; 0.522099641627433; 0.8102310231023103; 0.7996742671009772; 0.8085402052228436
ensemble_model_v2_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.49305556 0.50694444 0.47916667 0.54166667 0.47222222]; 0.475; 0.5375; 0.7958333333333333; 0.9889502762430938; 0.9944444444444445; 0.9888888888888888; 0.47500000000000003; 0.4634146341463415; 0.47529706066291433; 0.5276595744680852; 0.5486725663716814; 0.5381158107448958; 0.7956630525437866; 0.8003355704697986; 0.7958631494733097
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.50694444 0.54861111 0.51388889 0.52777778 0.56944444]; 0.4666666666666667; 0.5125; 0.6991666666666667; 0.8328530259365996; 0.8027777777777778; 0.8388888888888889; 0.48799999999999993; 0.5169491525423728; 0.4674909697138094; 0.5185185185185185; 0.5080645161290323; 0.5126529477196885; 0.6958719460825611; 0.686046511627907; 0.699210546783853
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54166667 0.52777778 0.55555556 0.52112676 0.52816901]; 0.5462184873949579; 0.5714285714285714; 0.8238255033557047; 1.0; 1.0; 1.0; 0.5877862595419847; 0.616; 0.5425132743362832; 0.5526315789473685; 0.5833333333333334; 0.5724358974358975; 0.8258706467661692; 0.8426395939086294; 0.8239820265716192
ensemble_model_v2_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.56944444 0.60416667 0.49305556 0.49305556 0.54166667]; 0.5333333333333333; 0.5416666666666666; 0.8041666666666667; 0.9818688981868898; 0.9777777777777777; 0.9819444444444445; 0.5294117647058824; 0.5206611570247934; 0.5334398222098757; 0.5703125; 0.553030303030303; 0.5404040404040404; 0.8059454995871181; 0.7960848287112561; 0.8043456511529022
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svd; 8; 192; 200; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.5 0.5 0.5 0.5 0.5]; 0.439873417721519; 0.5126582278481012; 0.49051833122629585; 0.6666666666666666; 1.0; 0.5; 0.6109890109890109; 1.0; 0.5; 0.6778242677824267; 1.0; 0.5; 0.6581849024597116; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svd; 8; 192; 200; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4525316455696203; 0.5221518987341772; 0.49493670886075947; 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_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.5        0.46875    0.53645833 0.48958333 0.515625  ]; 0.534375; 0.478125; 0.65; 0.7973421926910298; 1.0; 0.7458333333333333; 0.6208651399491094; 0.7011494252873564; 0.5183829318217603; 0.5348189415041783; 0.7058823529411765; 0.5078324808184144; 0.7137014314928425; 0.8835443037974684; 0.6528832630098453
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.515625   0.47916667 0.53125    0.48958333 0.52083333]; 0.51875; 0.48125; 0.5175; 0.5949820788530467; 0.6916666666666667; 0.5291666666666667; 0.5837837837837839; 0.6708074534161491; 0.5177936638149928; 0.5654450261780105; 0.6390532544378699; 0.471844508013637; 0.5867237687366167; 0.6765432098765433; 0.5154867948116894
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.50520833 0.52083333 0.48958333 0.52105263 0.53157895]; 0.4937106918238994; 0.5220125786163522; 0.803391959798995; 1.0; 1.0; 1.0; 0.4615384615384615; 0.4423076923076923; 0.49275878442545107; 0.525; 0.5714285714285714; 0.5254803675856308; 0.8012698412698414; 0.8079385403329066; 0.803476051917378
ensemble_model_v2_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.55208333 0.48958333 0.50526316 0.57368421 0.46315789]; 0.5314465408805031; 0.48427672955974843; 0.8; 0.9947643979057592; 0.9958071278825996; 0.9947589098532496; 0.5358255451713396; 0.5276073619631901; 0.5315456164654659; 0.503030303030303; 0.51875; 0.48405854430379747; 0.8019925280199254; 0.805; 0.7999683544303798
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.546875   0.52083333 0.54166667 0.47894737 0.51578947]; 0.5; 0.5157232704402516; 0.6846733668341709; 0.7952329360780065; 0.7677824267782427; 0.8023012552301255; 0.49523809523809526; 0.4968152866242038; 0.49996043834315773; 0.5095541401273885; 0.5; 0.5158227848101266; 0.6765463917525772; 0.660377358490566; 0.6846428825075164
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.515625   0.515625   0.5625     0.51041667 0.57368421]; 0.5517241379310345; 0.5454545454545454; 0.8195488721804511; 1.0; 1.0; 1.0; 0.5756676557863502; 0.6139240506329114; 0.552303640223288; 0.5425867507886436; 0.5548387096774193; 0.5457120377655389; 0.8213399503722085; 0.8358585858585859; 0.8196705864616313
ensemble_model_v2_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.53684211 0.56842105 0.52105263 0.53157895 0.57368421]; 0.509493670886076; 0.5253164556962026; 0.8040455120101138; 0.9947312961011593; 0.9936842105263158; 0.9947368421052633; 0.537313432835821; 0.569620253164557; 0.5094936708860759; 0.5481927710843373; 0.5870967741935483; 0.5264676417551593; 0.8081683168316831; 0.8286802030456852; 0.80413859018783
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svd; 8; 192; 200; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.5 0.5 0.5 0.5 0.5]; 0.48450704225352115; 0.5154929577464789; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6527514231499052; 1.0; 0.5; 0.6802973977695167; 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; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5042016806722689; 0.4957983193277311; 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_N8_B192_E200_nb_zones_10_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.49583333 0.50833333 0.49579832 0.47058824 0.51680672]; 0.5266106442577031; 0.5182072829131653; 0.6677148846960168; 0.6748057713651499; 0.509212730318258; 0.754606365159129; 0.3942652329749104; 0.3107344632768362; 0.5248116760828625; 0.36296296296296293; 0.2722222222222222; 0.5202919020715631; 0.5627586206896552; 0.4276729559748428; 0.6677148846960167
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.48319328 0.47478992 0.57142857 0.51680672 0.54661017]; 0.4638888888888889; 0.5138888888888888; 0.6755765199161425; 0.7896060352053647; 0.7929292929292929; 0.7887205387205386; 0.44699140401146126; 0.4588235294117647; 0.4636222910216718; 0.5454545454545455; 0.5526315789473685; 0.5116099071207432; 0.6787752983912817; 0.6855345911949685; 0.6755765199161425
ensemble_model_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.51666667 0.5        0.48319328 0.5        0.47058824]; 0.5014005602240896; 0.5182072829131653; 0.8165618448637316; 1.0; 1.0; 1.0; 0.526595744680851; 0.5722543352601156; 0.5035184719778839; 0.535135135135135; 0.5380434782608695; 0.5175766524252325; 0.8195876288659796; 0.8333333333333334; 0.8165618448637317
ensemble_model_v2_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50420168 0.50420168 0.57563025 0.45378151 0.51260504]; 0.5013927576601671; 0.520891364902507; 0.8134171907756813; 0.9957947855340623; 0.9949579831932773; 0.9957983193277311; 0.484149855907781; 0.44919786096256686; 0.503668697923144; 0.5141242937853108; 0.5290697674418605; 0.5212193756995399; 0.8116402116402115; 0.8039832285115304; 0.8134171907756813
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.52083333 0.55462185 0.49159664 0.5210084  0.51680672]; 0.46089385474860334; 0.505586592178771; 0.6986373165618449; 0.829024186822352; 0.8338926174496645; 0.8280201342281879; 0.4169184290030211; 0.3942857142857143; 0.4594379391100703; 0.4747774480712166; 0.4371584699453552; 0.5071506635441062; 0.692019282271023; 0.6771488469601677; 0.6986373165618448
ensemble_model_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49579832 0.54201681 0.5210084  0.51260504 0.53389831]; 0.5194444444444445; 0.5444444444444444; 0.8233752620545073; 1.0; 1.0; 1.0; 0.5154061624649858; 0.519774011299435; 0.5194498471797722; 0.5494505494505495; 0.546448087431694; 0.5444104843938131; 0.8234677841801991; 0.8238993710691824; 0.8233752620545073
ensemble_model_v2_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5210084  0.51680672 0.5210084  0.45798319 0.54661017]; 0.5083333333333333; 0.5; 0.810796645702306; 0.9966216216216216; 0.9932659932659933; 0.9966329966329966; 0.5069637883008357; 0.5416666666666666; 0.5104166666666666; 0.5360824742268041; 0.5416666666666666; 0.4970238095238094; 0.8130502330398757; 0.8228511530398323; 0.8107966457023061
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svd; 8; 192; 200; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4641350210970464; 0.5358649789029536; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6340057636887607; 1.0; 0.5; 0.6978021978021979; 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; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.5; 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_N8_B192_E200_nb_zones_12_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.46875    0.4965035  0.54895105 0.53146853]; 0.4767932489451477; 0.5021097046413502; 0.6907756813417191; 0.6795580110497238; 0.5146443514644351; 0.7573221757322175; 0.3186813186813187; 0.2230769230769231; 0.5040618260244428; 0.2804878048780488; 0.21495327102803738; 0.4767074047447879; 0.5879888268156425; 0.4412997903563941; 0.690775681341719
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51388889 0.50694444 0.52447552 0.5        0.51748252]; 0.5232067510548524; 0.540084388185654; 0.5382599580712788; 0.5627073656270737; 0.5913528591352859; 0.5404463040446303; 0.5108225108225108; 0.5042735042735043; 0.5229700854700855; 0.5112107623318386; 0.475; 0.5409188034188035; 0.550739418663947; 0.5660377358490566; 0.5382599580712788
ensemble_model_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.46180556 0.45804196 0.47202797 0.47552448 0.53496503]; 0.5672268907563025; 0.4957983193277311; 0.8831236897274634; 1.0; 1.0; 1.0; 0.5795918367346938; 0.5916666666666667; 0.5670197740112994; 0.4594594594594595; 0.4322033898305085; 0.4952683615819209; 0.8825697735650342; 0.8784067085953878; 0.8831236897274632
ensemble_model_v2_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.47552448 0.52797203 0.49300699 0.47202797 0.51760563]; 0.5333333333333333; 0.5333333333333333; 0.8773584905660378; 0.9929971988795518; 0.9929971988795518; 0.9929971988795518; 0.5294117647058824; 0.5338983050847458; 0.5333425951653237; 0.5254237288135594; 0.5081967213114754; 0.5337593776048903; 0.8769716088328077; 0.8742138364779874; 0.8773584905660378
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.46153846 0.51048951 0.48601399 0.56293706 0.51760563]; 0.5083333333333333; 0.4875; 0.5964360587002097; 0.6428089128966914; 0.6666666666666666; 0.6295518207282913; 0.5597014925373135; 0.5859375; 0.5027901785714285; 0.5214007782101167; 0.5982142857142857; 0.4944196428571428; 0.6161515453639083; 0.6477987421383647; 0.5964360587002097
ensemble_model_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.49305556 0.52797203 0.56993007 0.45804196 0.4965035 ]; 0.5210084033613446; 0.4957983193277311; 0.8773584905660378; 1.0; 1.0; 1.0; 0.5403225806451613; 0.5317460317460317; 0.5203373015873015; 0.5081967213114754; 0.5535714285714286; 0.4990079365079365; 0.8783783783783784; 0.8857442348008385; 0.8773584905660378
ensemble_model_v2_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.53125    0.56597222 0.54895105 0.53846154 0.58041958]; 0.4767932489451477; 0.5147679324894515; 0.8653039832285115; 0.9874476987447699; 0.9874476987447699; 0.9874476987447699; 0.515625; 0.5196850393700787; 0.473478883321403; 0.5188284518828451; 0.5636363636363636; 0.5180386542591267; 0.866770347330223; 0.8763102725366876; 0.8653039832285117
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.71875    0.6875     0.70833333 0.62765957 0.65957447]; 0.5316455696202531; 0.5822784810126582; 0.8106060606060606; 0.9790794979079498; 0.9831932773109243; 0.9789915966386555; 0.5795454545454546; 0.7083333333333334; 0.5460271317829457; 0.6413043478260869; 0.7564102564102564; 0.5844551282051282; 0.8210023866348448; 0.8865979381443299; 0.8121108502602836
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.73958333 0.78125    0.71276596 0.82978723]; 0.5822784810126582; 0.47468354430379744; 0.8093434343434344; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.6632653061224489; 0.8441558441558441; 0.5887445887445888; 0.5029940119760479; 0.6666666666666666; 0.5070175438596491; 0.8195937873357229; 0.9074074074074074; 0.8136070853462158
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.6875     0.75       0.65625    0.78723404]; 0.5723270440251572; 0.5534591194968553; 0.8178391959798995; 0.9874476987447699; 0.9874476987447699; 0.9874476987447699; 0.66; 0.7674418604651163; 0.5549538069448869; 0.6077348066298344; 0.6875; 0.5526107594936709; 0.8311990686845169; 0.8814814814814815; 0.8166998200246283
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.71875    0.59375    0.61458333 0.67708333]; 0.64375; 0.56875; 0.64375; 0.6787878787878787; 0.7; 0.66875; 0.6545454545454545; 0.6923076923076923; 0.6449343339587241; 0.6057142857142858; 0.5638297872340425; 0.5697936814958091; 0.6586826347305389; 0.6674757281553398; 0.6430162145931339
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.59375    0.625      0.60416667 0.67708333]; 0.5375; 0.64375; 0.83125; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.5978260869565216; 0.7142857142857143; 0.5438898450946644; 0.695187165775401; 0.7558139534883721; 0.6346637335009429; 0.8413631022326674; 0.8883374689826302; 0.8308186085467307
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.70833333 0.76041667 0.67021277 0.65957447 0.63829787]; 0.5379746835443038; 0.569620253164557; 0.7873417721518987; 0.9429175475687104; 0.9409282700421941; 0.9430379746835443; 0.45112781954887216; 0.39473684210526316; 0.5327342747111682; 0.5; 0.40476190476190477; 0.5807593307593307; 0.7735849056603774; 0.7229219143576826; 0.7876696085783325
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.75       0.63541667 0.76041667 0.69148936]; 0.5974842767295597; 0.5534591194968553; 0.678391959798995; 0.7293064876957494; 0.6820083682008368; 0.7468619246861924; 0.5675675675675677; 0.49411764705882355; 0.6051669316375199; 0.4964539007092198; 0.47297297297297297; 0.5482511923688395; 0.6521739130434782; 0.6030150753768844; 0.6783919597989949
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.73958333 0.73958333 0.73958333 0.78125   ]; 0.61875; 0.6125; 0.80375; 0.9270386266094421; 0.9; 0.9291666666666667; 0.6064516129032258; 0.6103896103896104; 0.618447817242998; 0.6075949367088607; 0.5454545454545454; 0.6199494949494949; 0.798459563543004; 0.7679012345679013; 0.8042037818409128
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.70833333 0.76041667 0.67708333 0.69791667]; 0.45; 0.46875; 0.72625; 0.9012875536480688; 0.875; 0.9041666666666667; 0.48235294117647054; 0.5466666666666666; 0.4556862745098039; 0.5029239766081871; 0.5512820512820513; 0.47076297686053786; 0.7286245353159851; 0.7480916030534351; 0.7266256541065702
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63194444 0.69444444 0.57638889 0.63888889 0.62676056]; 0.5439330543933054; 0.5815899581589958; 0.8018394648829431; 0.9608938547486034; 0.958217270194986; 0.9610027855153203; 0.6093189964157706; 0.7391304347826086; 0.5510168302945302; 0.6323529411764706; 0.7678571428571429; 0.5925899887514061; 0.8129439621152329; 0.878839590443686; 0.8033542214513513
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.72222222 0.70138889 0.75352113 0.69014085 0.67605634]; 0.592436974789916; 0.5294117647058824; 0.8168067226890756; 0.9872340425531915; 0.9747899159663865; 0.9873949579831933; 0.5650224215246635; 0.5943396226415094; 0.5926243567753001; 0.5254237288135593; 0.5166666666666667; 0.5295197740112995; 0.8127147766323024; 0.8113207547169812; 0.8166982686270243
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.66666667 0.66666667 0.71527778 0.67361111]; 0.5583333333333333; 0.6; 0.8016666666666666; 0.9495798319327732; 0.9416666666666667; 0.95; 0.6418918918918919; 0.7421875; 0.5452008928571428; 0.6363636363636364; 0.711864406779661; 0.6018338427340928; 0.8131868131868132; 0.8547854785478548; 0.8011301130113011
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.62676056 0.61267606 0.58450704 0.6056338  0.6056338 ]; 0.5466101694915254; 0.5847457627118644; 0.6573604060913706; 0.7402597402597403; 0.8028169014084507; 0.7183098591549296; 0.5836575875486381; 0.6578947368421053; 0.5502588438308887; 0.6370370370370371; 0.7288135593220338; 0.5847457627118644; 0.6877409406322283; 0.7597955706984668; 0.6580490458534352
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.56944444 0.60416667 0.72222222 0.65492958 0.67605634]; 0.6260504201680672; 0.5882352941176471; 0.7609060402684564; 0.8650137741046832; 0.8770949720670391; 0.8631284916201117; 0.586046511627907; 0.5338983050847458; 0.6252824858757062; 0.5775862068965518; 0.5447154471544715; 0.5897490279250618; 0.7570332480818414; 0.7412353923205343; 0.7610055545076534
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.53472222 0.65277778 0.62676056 0.6056338  0.6056338 ]; 0.6218487394957983; 0.634453781512605; 0.7941176470588235; 0.9058171745152354; 0.9159663865546218; 0.9047619047619047; 0.6250000000000001; 0.5639097744360902; 0.6295739348370927; 0.6133333333333334; 0.5609756097560976; 0.6370095440084835; 0.793597304128054; 0.768352365415987; 0.7949214166767976
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.75       0.71527778 0.74305556 0.69444444]; 0.6; 0.5666666666666667; 0.675; 0.7551546391752578; 0.8138888888888889; 0.7361111111111112; 0.627906976744186; 0.6864406779661016; 0.6014170602945262; 0.5630252100840336; 0.6767676767676768; 0.5830646894476683; 0.6933962264150944; 0.7642980935875217; 0.6782967193459277
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.69014085 0.64788732 0.72535211 0.64788732 0.66428571]; 0.6186440677966102; 0.6059322033898306; 0.7991525423728814; 0.9228571428571428; 0.9124293785310734; 0.923728813559322; 0.6311475409836066; 0.6936936936936937; 0.6228468468468469; 0.6141078838174274; 0.6218487394957983; 0.6057961646196941; 0.7999999999999999; 0.8116438356164384; 0.7992782936471453
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.68055556 0.73239437 0.72535211 0.6971831 ]; 0.634453781512605; 0.6554621848739496; 0.7932773109243697; 0.8923076923076924; 0.8935574229691877; 0.892156862745098; 0.6477732793522268; 0.625; 0.6352272727272728; 0.6495726495726496; 0.6178861788617886; 0.656769176387416; 0.7943143812709029; 0.78125; 0.7935459621993127
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.60416667 0.60526316 0.66842105 0.65263158]; 0.5377358490566038; 0.6257861635220126; 0.8037735849056604; 0.9507494646680942; 0.9308176100628931; 0.9517819706498951; 0.5927977839335181; 0.7039473684210527; 0.5447447685478757; 0.6925064599483204; 0.7657142857142857; 0.6101298701298701; 0.8145065398335316; 0.8519900497512438; 0.8032214879799476
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.640625   0.69473684 0.68421053 0.65263158 0.66842105]; 0.637223974763407; 0.6151419558359621; 0.8411097099621689; 0.9840595111583421; 0.9726890756302521; 0.9842436974789917; 0.676056338028169; 0.7142857142857143; 0.6323106423777565; 0.6369047619047619; 0.6948051948051948; 0.6173412477093458; 0.8455882352941175; 0.8646616541353384; 0.8409602686920347
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.66666667 0.6        0.64736842 0.64736842 0.61578947]; 0.6182965299684543; 0.6403785488958991; 0.8392181588902901; 0.9788135593220338; 0.9705882352941176; 0.9789915966386556; 0.6058631921824106; 0.6458333333333334; 0.620604527938343; 0.6761363636363636; 0.6611111111111111; 0.6371248986212489; 0.8409232688708671; 0.8425; 0.8391889312977099
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; 8; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.62631579 0.56842105 0.50526316 0.58947368 0.56382979]; 0.6075949367088608; 0.5569620253164557; 0.6639240506329114; 0.7507002801120448; 0.8481012658227848; 0.7183544303797469; 0.6593406593406593; 0.7272727272727273; 0.6020469596628537; 0.5652173913043478; 0.6190476190476191; 0.561003099464638; 0.6977803073420603; 0.7798982188295165; 0.6645083033694181
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; 8; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.65789474 0.64736842 0.68421053 0.68947368 0.65957447]; 0.560126582278481; 0.5506329113924051; 0.7487341772151899; 0.8711111111111111; 0.8270042194092827; 0.8776371308016878; 0.531986531986532; 0.5096774193548387; 0.5591865357643759; 0.538961038961039; 0.5; 0.5533333333333333; 0.7362126245847176; 0.6968553459119496; 0.749064615631134
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.65263158 0.57368421 0.61578947 0.55263158 0.61702128]; 0.5791139240506329; 0.5379746835443038; 0.7892405063291139; 0.9425531914893617; 0.9345991561181435; 0.9430379746835443; 0.5957446808510639; 0.6363636363636364; 0.5805274971941639; 0.5875706214689265; 0.6419753086419753; 0.5352733686067019; 0.7948243992606284; 0.8164556962025317; 0.789240506329114
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65104167 0.71354167 0.71875    0.68947368 0.65789474]; 0.6257861635220126; 0.6540880503144654; 0.675251256281407; 0.6828193832599119; 0.6485355648535565; 0.698744769874477; 0.6721763085399449; 0.782051282051282; 0.6286799620132953; 0.6726190476190476; 0.7583892617449665; 0.6602597196298796; 0.6782825140012445; 0.6960408684546615; 0.6755853291593455
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.68947368 0.78421053 0.67894737 0.68947368 0.69148936]; 0.629746835443038; 0.6455696202531646; 0.8177215189873418; 0.9357997823721437; 0.9071729957805907; 0.9377637130801688; 0.6261980830670927; 0.5975609756097561; 0.6310173299101413; 0.611111111111111; 0.5827814569536424; 0.6429058799919726; 0.8105263157894738; 0.7807351077313055; 0.8176747599339208
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.67894737 0.62631579 0.67368421 0.66315789 0.66315789]; 0.6265822784810127; 0.6139240506329114; 0.7812895069532237; 0.8857758620689655; 0.8652631578947368; 0.888421052631579; 0.6666666666666666; 0.7108433734939759; 0.6220883534136546; 0.6303030303030303; 0.6582278481012658; 0.6139240506329113; 0.7853598014888338; 0.7922403003754693; 0.7811776214521026
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.57983193 0.57142857 0.61344538 0.65254237]; 0.5666666666666667; 0.5555555555555556; 0.799266247379455; 0.9427839453458582; 0.9292929292929293; 0.9436026936026937; 0.6157635467980296; 0.702247191011236; 0.568156562538585; 0.6279069767441859; 0.7417582417582418; 0.5534633905420423; 0.8091679123069258; 0.8511530398322851; 0.7992662473794548
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67647059 0.66806723 0.65546218 0.67647059 0.67226891]; 0.6183844011142061; 0.6100278551532033; 0.8443396226415094; 0.9830220713073005; 0.973109243697479; 0.9831932773109245; 0.5934718100890207; 0.5847953216374269; 0.6168657459250964; 0.6132596685082874; 0.5904255319148937; 0.6110022396416573; 0.8417687799680341; 0.8280922431865828; 0.8443396226415095
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64583333 0.6625     0.6        0.61764706 0.67226891]; 0.648876404494382; 0.6207865168539326; 0.8280922431865828; 0.9433333333333334; 0.9464882943143813; 0.9431438127090301; 0.6835443037974683; 0.75; 0.6477272727272727; 0.6437994722955146; 0.6931818181818182; 0.6215909090909092; 0.8338399189463019; 0.8626834381551363; 0.8280922431865828
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.6092437  0.65966387 0.61764706 0.62711864]; 0.5888888888888889; 0.6027777777777777; 0.6231656184486373; 0.6137184115523465; 0.5723905723905723; 0.6397306397306396; 0.475177304964539; 0.3526315789473684; 0.6027863777089782; 0.4521072796934866; 0.34705882352941175; 0.5893188854489165; 0.5645063597819504; 0.48846960167714887; 0.6231656184486373
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.61764706 0.60084034 0.57563025 0.64285714 0.63865546]; 0.6323119777158774; 0.6267409470752089; 0.79979035639413; 0.9044481054365734; 0.9226890756302522; 0.9025210084033614; 0.576923076923077; 0.5; 0.63268156424581; 0.5759493670886076; 0.5083798882681564; 0.6264121663563004; 0.7926167209554831; 0.7651991614255765; 0.79979035639413
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.58403361 0.59243697 0.59663866 0.56722689 0.57563025]; 0.5515320334261838; 0.6545961002785515; 0.7929769392033543; 0.9066213921901528; 0.8974789915966387; 0.9075630252100839; 0.5278592375366569; 0.5113636363636364; 0.5507637853949329; 0.6736842105263158; 0.6994535519125683; 0.6537040486835568; 0.7919957872564507; 0.7882599580712788; 0.7929769392033543
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.67226891 0.64285714 0.67647059 0.62711864]; 0.6972222222222222; 0.6444444444444445; 0.6724318658280922; 0.6870967741935483; 0.7171717171717171; 0.6734006734006733; 0.7197943444730077; 0.8045977011494253; 0.7006859473489062; 0.69377990430622; 0.7795698924731183; 0.6397849462365591; 0.6946751343429408; 0.7452830188679245; 0.6724318658280922
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.7        0.71428571 0.68907563 0.68067227]; 0.6274509803921569; 0.6526610644257703; 0.8123689727463312; 0.9124024284475281; 0.88107202680067; 0.9154103852596315; 0.6395663956639566; 0.6555555555555556; 0.6272128060263653; 0.62874251497006; 0.5932203389830508; 0.652165725047081; 0.8071120689655172; 0.7851153039832285; 0.8123689727463314
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7        0.66666667 0.65833333 0.69747899 0.71008403]; 0.6039325842696629; 0.6292134831460674; 0.7762054507337526; 0.8674698795180722; 0.842809364548495; 0.8712374581939799; 0.5865102639296187; 0.5555555555555556; 0.6044823232323231; 0.6000000000000001; 0.5625; 0.6284722222222222; 0.7670485542825969; 0.7368972746331237; 0.7762054507337527
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61111111 0.60763889 0.57692308 0.61888112 0.66083916]; 0.5780590717299579; 0.5780590717299579; 0.8537735849056604; 0.9442484121383204; 0.9330543933054394; 0.9449093444909344; 0.6153846153846153; 0.64; 0.5744642857142856; 0.5614035087719299; 0.5714285714285714; 0.5777142857142857; 0.8535433070866142; 0.8522012578616353; 0.8537735849056605
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6013986  0.66433566 0.62587413 0.63636364 0.65492958]; 0.6541666666666667; 0.6166666666666667; 0.8920335429769392; 0.977904490377762; 0.9607843137254902; 0.9782913165266107; 0.6844106463878327; 0.6923076923076923; 0.6506993006993007; 0.6101694915254237; 0.6545454545454545; 0.6195804195804195; 0.8916929547844374; 0.8888888888888888; 0.8920335429769392
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.6993007  0.66433566 0.66783217 0.65034965 0.65734266]; 0.6276150627615062; 0.5648535564853556; 0.850104821802935; 0.9351011863224006; 0.9370629370629371; 0.9349650349650349; 0.7119741100323624; 0.8270676691729323; 0.6022130798694849; 0.6119402985074628; 0.7735849056603774; 0.5860405731309406; 0.8577114427860696; 0.9035639412997903; 0.850104821802935
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63286713 0.62587413 0.63986014 0.65034965 0.62587413]; 0.5732217573221757; 0.606694560669456; 0.7117400419287212; 0.7704280155642024; 0.8307692307692308; 0.7524475524475525; 0.6076923076923078; 0.6810344827586207; 0.5762895991028876; 0.678082191780822; 0.8048780487804879; 0.6007148864592095; 0.7373447946513849; 0.8092243186582809; 0.7117400419287212
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59027778 0.61188811 0.65734266 0.59090909 0.60839161]; 0.5630252100840336; 0.7058823529411765; 0.8464360587002097; 0.9171885873347251; 0.9203910614525139; 0.916899441340782; 0.4222222222222222; 0.29457364341085274; 0.5876537941824906; 0.5882352941176472; 0.45871559633027525; 0.6867221392504088; 0.8360380526021265; 0.7830188679245284; 0.8464360587002097
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.6048951  0.64685315 0.60839161 0.61971831]; 0.5708333333333333; 0.575; 0.7877358490566038; 0.8601398601398601; 0.8613445378151261; 0.8599439775910366; 0.628158844765343; 0.7310924369747899; 0.5721577887353289; 0.5920000000000001; 0.6115702479338843; 0.5746926869921521; 0.7930505876341338; 0.8134171907756813; 0.7877358490566038
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68402778 0.70833333 0.74475524 0.6958042  0.70629371]; 0.5991561181434599; 0.540084388185654; 0.7054507337526206; 0.7417027417027415; 0.7168758716875872; 0.7503486750348675; 0.6122448979591837; 0.6637168141592921; 0.6020196974022266; 0.5791505791505792; 0.6048387096774194; 0.5369326291749928; 0.7026455026455026; 0.6960167714884696; 0.7054507337526206
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70629371 0.7027972  0.70629371 0.66783217 0.64788732]; 0.6083333333333333; 0.6583333333333333; 0.8333333333333334; 0.8957415565345079; 0.8543417366946778; 0.9005602240896359; 0.5392156862745098; 0.4782608695652174; 0.6031304347826086; 0.6339285714285713; 0.568; 0.6622608695652175; 0.8223463687150838; 0.7714884696016772; 0.8333333333333334
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70629371 0.68531469 0.70629371 0.68181818 0.56690141]; 0.6333333333333333; 0.6041666666666666; 0.810272536687631; 0.8716845878136201; 0.8515406162464986; 0.8746498599439777; 0.674074074074074; 0.7165354330708661; 0.6281792209602118; 0.624505928853755; 0.6991150442477876; 0.6094000418089331; 0.8112617309697601; 0.8155136268343816; 0.810272536687631
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.65625    0.67708333 0.625      0.66666667 0.5625    ]; 0.63125; 0.59375; 0.71875; 0.766743648960739; 0.6916666666666667; 0.7895833333333333; 0.6242038216560509; 0.6125; 0.63125; 0.5911949685534591; 0.5529411764705883; 0.5964705882352942; 0.6995994659546061; 0.6469135802469136; 0.7196593217690264
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.69791667 0.6875     0.73958333 0.73958333]; 0.625; 0.6625; 0.83375; 0.9596602972399151; 0.9416666666666667; 0.9604166666666667; 0.5774647887323943; 0.5125; 0.625; 0.6582278481012659; 0.6046511627906976; 0.6671904462602137; 0.8274967574578469; 0.7857142857142857; 0.8344815083393763
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.75       0.72916667 0.82291667 0.73958333]; 0.55; 0.64375; 0.7875; 0.9140461215932913; 0.9083333333333333; 0.9145833333333333; 0.5068493150684932; 0.45121951219512196; 0.5525328330206378; 0.6122448979591837; 0.5844155844155844; 0.6416053825692379; 0.7792207792207791; 0.7518796992481203; 0.7874111713198207
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.54166667 0.625      0.59375    0.67708333 0.64893617]; 0.660377358490566; 0.6477987421383647; 0.6369346733668342; 0.6616257088846881; 0.7322175732217573; 0.6255230125523012; 0.73; 0.8488372093023255; 0.6435966868429436; 0.6888888888888889; 0.8611111111111112; 0.6661877394636015; 0.682068206820682; 0.7808564231738035; 0.6372953795067013
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.54166667 0.58333333 0.61458333 0.60638298 0.62765957]; 0.6265822784810127; 0.6772151898734177; 0.8371212121212122; 0.9591397849462365; 0.9369747899159664; 0.9600840336134453; 0.6974358974358974; 0.85; 0.6237179487179487; 0.7301587301587302; 0.8734177215189873; 0.6772151898734178; 0.8480565371024736; 0.906801007556675; 0.8369448075758058
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.63829787 0.57446809 0.57446809 0.59574468 0.55319149]; 0.5448717948717948; 0.5769230769230769; 0.7813299232736572; 0.9270386266094421; 0.9191489361702128; 0.9276595744680851; 0.6033519553072625; 0.6835443037974683; 0.5430708531974355; 0.6024096385542169; 0.6944444444444444; 0.5853174603174603; 0.7891491985203453; 0.8290155440414507; 0.7819320144449677
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; 4; svd_reconstruct; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.69791667 0.75531915 0.69148936 0.63829787 0.78723404]; 0.6624203821656051; 0.6751592356687898; 0.7404580152671756; 0.7716894977168949; 0.7161016949152542; 0.788135593220339; 0.5760000000000001; 0.4864864864864865; 0.6528817974601107; 0.5853658536585367; 0.45569620253164556; 0.6765660499837716; 0.7026239067055394; 0.6195372750642674; 0.7392396702777256
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.66666667 0.65625    0.67021277 0.72340426]; 0.6582278481012658; 0.5506329113924051; 0.7941919191919192; 0.9170305676855895; 0.8823529411764706; 0.9201680672268907; 0.6447368421052632; 0.6447368421052632; 0.6577342747111681; 0.49645390070921985; 0.4794520547945205; 0.5456083803384367; 0.7829560585885487; 0.7596899224806202; 0.7934252081538904
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.64583333 0.60638298 0.69148936 0.64893617]; 0.6708860759493671; 0.5443037974683544; 0.7556962025316456; 0.8442437923250564; 0.7890295358649789; 0.8544303797468353; 0.7263157894736841; 0.8023255813953488; 0.6581072351421188; 0.5955056179775281; 0.6463414634146342; 0.5402759948652118; 0.7620221948212085; 0.762962962962963; 0.7555074555074555
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.63888889 0.66666667 0.67361111 0.63380282 0.71830986]; 0.5840336134453782; 0.5882352941176471; 0.7105704697986577; 0.7817109144542774; 0.7402234636871509; 0.7932960893854748; 0.5892116182572614; 0.6339285714285714; 0.5868055555555556; 0.5916666666666667; 0.6339285714285714; 0.5907738095238095; 0.7023295944779983; 0.6993127147766323; 0.7103120950932342
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.71527778 0.64788732 0.66197183 0.71830986]; 0.6596638655462185; 0.6470588235294118; 0.8033613445378152; 0.8995633187772926; 0.865546218487395; 0.9033613445378151; 0.6161137440758294; 0.5555555555555556; 0.6579430670339762; 0.6146788990825688; 0.5403225806451613; 0.6517402376910018; 0.7903225806451613; 0.7374581939799331; 0.8036953132061828
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.61971831 0.64084507 0.67605634 0.68309859 0.7       ]; 0.5635593220338984; 0.5932203389830508; 0.7550847457627119; 0.8656716417910448; 0.8192090395480226; 0.8728813559322033; 0.5690376569037656; 0.5964912280701754; 0.5646390566580386; 0.6190476190476191; 0.6141732283464567; 0.591490283897999; 0.7510766580534023; 0.7327731092436974; 0.7552754435107376
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.60416667 0.68055556 0.64583333 0.64583333]; 0.6458333333333334; 0.6083333333333333; 0.6441666666666667; 0.6953316953316953; 0.7861111111111111; 0.6555555555555554; 0.7079037800687286; 0.8442622950819673; 0.6424701305918311; 0.6618705035971223; 0.7666666666666667; 0.6083333333333334; 0.6912509038322487; 0.7940199335548173; 0.6436654851720575
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; 6; svd_reconstruct; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.54166667 0.51408451 0.48591549 0.52112676 0.54225352]; 0.6075949367088608; 0.6708860759493671; 0.8389544688026982; 0.9715099715099714; 0.9578651685393258; 0.9719101123595506; 0.6141078838174274; 0.6379310344827587; 0.6082217155884868; 0.6929133858267716; 0.7096774193548387; 0.6689980017128176; 0.8404344193817878; 0.8439597315436241; 0.838929018314185
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.5625     0.55555556 0.61267606 0.57746479 0.5       ]; 0.6008403361344538; 0.5882352941176471; 0.8016806722689076; 0.9401947148817802; 0.9467787114845938; 0.9397759103641457; 0.627450980392157; 0.6722689075630253; 0.6008403361344539; 0.6048387096774194; 0.6756756756756757; 0.5937433496488614; 0.806873977086743; 0.8398637137989778; 0.8021872466175652
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.65972222 0.66901408 0.71830986 0.69014085]; 0.6512605042016807; 0.6050420168067226; 0.6857142857142857; 0.7305061559507524; 0.7478991596638656; 0.7240896358543416; 0.6639676113360323; 0.6666666666666666; 0.6507246376811593; 0.587719298245614; 0.5583333333333333; 0.6054378531073448; 0.6898839137645109; 0.6933333333333334; 0.6856497175141243
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.56944444 0.625      0.63194444 0.67361111 0.68055556]; 0.6083333333333333; 0.625; 0.8083333333333333; 0.9339080459770115; 0.9027777777777778; 0.936111111111111; 0.6115702479338843; 0.6115702479338843; 0.6083061323703035; 0.6017699115044247; 0.591304347826087; 0.6236521739130435; 0.8024054982817869; 0.7835570469798657; 0.808169251966754
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.68055556 0.61805556 0.73611111 0.72916667 0.69014085]; 0.602510460251046; 0.6569037656903766; 0.7750836120401338; 0.871866295264624; 0.871866295264624; 0.871866295264624; 0.6387832699619771; 0.631578947368421; 0.5988083416087389; 0.6746031746031745; 0.7391304347826086; 0.6598877980364655; 0.7818329278183292; 0.7940691927512356; 0.7747935097881815
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.63020833 0.65625    0.65789474 0.7        0.58947368]; 0.550314465408805; 0.5943396226415094; 0.6974842767295597; 0.7675194660734149; 0.7232704402515723; 0.7809224318658281; 0.5249169435215947; 0.4968553459119497; 0.550314465408805; 0.5441696113074205; 0.4935897435897436; 0.5924738841405508; 0.6756574511126096; 0.6325757575757576; 0.6972402597402597
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.58854167 0.64210526 0.6        0.64210526 0.62105263]; 0.5741324921135647; 0.6151419558359621; 0.8039092055485498; 0.9409190371991246; 0.9033613445378151; 0.9432773109243697; 0.5631067961165049; 0.564935064935065; 0.5738785754123178; 0.5821917808219178; 0.53125; 0.6159434713375797; 0.7947194719471946; 0.7620253164556962; 0.8037513516951849
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.63020833 0.625      0.60526316 0.60526316 0.66315789]; 0.6320754716981132; 0.5943396226415094; 0.7855345911949686; 0.8983957219251337; 0.8805031446540881; 0.90041928721174; 0.6237942122186495; 0.5878787878787879; 0.6338086749851455; 0.5714285714285715; 0.5850340136054422; 0.593686597445996; 0.7795733678086619; 0.7642585551330798; 0.7853752201383252
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.61458333 0.65263158 0.61052632 0.63157895]; 0.5911949685534591; 0.5911949685534591; 0.6383647798742138; 0.7286821705426356; 0.8867924528301887; 0.6698113207547169; 0.6524064171122994; 0.7577639751552795; 0.5890730703801875; 0.6505376344086022; 0.7707006369426752; 0.5934248526328283; 0.6984792868379655; 0.8377358490566038; 0.6383647798742138
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.61979167 0.72916667 0.609375   0.625      0.55263158]; 0.5987460815047022; 0.6175548589341693; 0.8170426065162907; 0.9549356223175965; 0.9290187891440501; 0.9561586638830899; 0.6717948717948719; 0.803680981595092; 0.5941481831052383; 0.6887755102040817; 0.8709677419354839; 0.6245082612116444; 0.8296382730455076; 0.8920953575909661; 0.8171365398718284
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.59375    0.60526316 0.61578947 0.56315789 0.63157895]; 0.580441640378549; 0.583596214511041; 0.8076923076923077; 0.9570815450643777; 0.9369747899159664; 0.957983193277311; 0.5981873111782477; 0.6387096774193548; 0.5817005177220231; 0.6071428571428571; 0.6071428571428571; 0.5820949185043145; 0.809255784865541; 0.8097622027534418; 0.8076765270438111
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.66666667 0.64210526 0.66315789 0.62631579]; 0.6226415094339622; 0.6289308176100629; 0.6616352201257861; 0.6894409937888198; 0.6981132075471698; 0.6855345911949686; 0.6703296703296703; 0.7349397590361446; 0.6174698795180723; 0.6424242424242425; 0.6973684210526315; 0.6318167406467976; 0.6759036144578314; 0.7056603773584905; 0.6616352201257862
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.65625    0.67368421 0.71052632 0.63157895]; 0.6509433962264151; 0.5849056603773585; 0.789308176100629; 0.9008620689655173; 0.8763102725366876; 0.9035639412997903; 0.6312292358803987; 0.6333333333333333; 0.65; 0.611764705882353; 0.6419753086419753; 0.5838081671415005; 0.7864882090503504; 0.7820025348542459; 0.7892534521961616
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.60416667 0.64736842 0.58947368 0.68421053]; 0.6289308176100629; 0.6477987421383647; 0.8069182389937107; 0.9172932330827066; 0.8951781970649895; 0.9192872117400419; 0.6289308176100629; 0.6289308176100629; 0.628930817610063; 0.641025641025641; 0.6172839506172839; 0.6483855650522318; 0.803331197950032; 0.7857142857142857; 0.8069985569985569
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.67647059 0.63445378 0.66806723 0.66806723 0.63135593]; 0.6222222222222222; 0.6388888888888888; 0.7075471698113207; 0.7469670710571924; 0.7255892255892256; 0.7542087542087543; 0.6304347826086957; 0.6338797814207651; 0.6220246364730944; 0.644808743169399; 0.6666666666666666; 0.6393442622950819; 0.704449152542373; 0.6970649895178197; 0.7075471698113208
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; 10; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6        0.6302521  0.67226891 0.65966387 0.6512605 ]; 0.6229050279329609; 0.6005586592178771; 0.8128930817610063; 0.9317199654278306; 0.9043624161073825; 0.9337248322147652; 0.5768025078369907; 0.5082872928176796; 0.624200143583981; 0.546031746031746; 0.4858757062146893; 0.5992914442675656; 0.8006700167504189; 0.7515723270440252; 0.8128930817610063
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64583333 0.58333333 0.65833333 0.64705882 0.68067227]; 0.6432584269662921; 0.6123595505617978; 0.7746331236897275; 0.8576358930112166; 0.8311036789297659; 0.8620401337792643; 0.6186186186186187; 0.5852272727272727; 0.6426136363636363; 0.603448275862069; 0.5833333333333334; 0.612689393939394; 0.7663043478260869; 0.7389937106918238; 0.7746331236897274
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.66806723 0.60504202 0.6302521  0.67647059 0.64705882]; 0.6295264623955432; 0.5598885793871866; 0.6268343815513627; 0.6964671953857245; 0.8117647058823529; 0.646218487394958; 0.7050997782705101; 0.8548387096774194; 0.6210609733358194; 0.640909090909091; 0.815028901734104; 0.5688047734476972; 0.6874451273046532; 0.8207547169811321; 0.6268343815513627
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.64166667 0.57142857 0.65546218 0.56302521]; 0.6274509803921569; 0.6106442577030813; 0.8317610062893082; 0.9573542210617928; 0.9212730318257957; 0.958961474036851; 0.6763990267639902; 0.776536312849162; 0.6270322013684012; 0.6601466992665037; 0.7584269662921348; 0.6110570585650619; 0.8369730827831386; 0.8637316561844863; 0.8317610062893082
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.57083333 0.55833333 0.60084034 0.58823529 0.62605042]; 0.5882352941176471; 0.5826330532212886; 0.7924528301886793; 0.9156829679595277; 0.9095477386934674; 0.916247906197655; 0.6557377049180327; 0.7446808510638298; 0.5794410172478912; 0.6339066339066339; 0.7633136094674556; 0.5917631877124512; 0.803960396039604; 0.8511530398322851; 0.7924528301886793
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.70416667 0.67083333 0.64166667 0.66386555 0.69327731]; 0.5365168539325843; 0.5842696629213483; 0.6928721174004193; 0.7730673316708231; 0.7775919732441472; 0.7717391304347825; 0.5623342175066313; 0.6057142857142858; 0.5376637726913971; 0.6372549019607843; 0.7182320441988951; 0.5819731649565905; 0.7052313883299798; 0.7348008385744235; 0.6928721174004193
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.68487395 0.60084034 0.61344538 0.63559322]; 0.6833333333333333; 0.5888888888888889; 0.809748427672956; 0.9120974760661446; 0.8821548821548821; 0.9149831649831649; 0.6779661016949152; 0.6818181818181818; 0.6833003952569169; 0.5934065934065934; 0.5869565217391305; 0.5889328063241106; 0.8055704338510978; 0.7882599580712788; 0.809748427672956
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63865546 0.66386555 0.57142857 0.67226891 0.66101695]; 0.6027777777777777; 0.6722222222222223; 0.7877358490566038; 0.87434554973822; 0.8434343434343434; 0.8787878787878788; 0.5902578796561606; 0.5597826086956522; 0.6037549407114625; 0.6358024691358025; 0.5852272727272727; 0.6703310276679841; 0.777350192413414; 0.7410901467505241; 0.7877358490566038
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; 12; svd_reconstruct; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.60763889 0.62152778 0.63888889 0.62587413 0.64335664]; 0.6440677966101694; 0.6228813559322034; 0.7264150943396226; 0.748014440433213; 0.7214484679665738; 0.7569637883008357; 0.65; 0.624; 0.6453333333333334; 0.5936073059360731; 0.5855855855855856; 0.6207927927927928; 0.7169197396963124; 0.6928721174004193; 0.7264150943396226
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.64930556 0.7027972  0.67832168 0.6993007  0.61188811]; 0.6302521008403361; 0.6470588235294118; 0.839098532494759; 0.9029475197699496; 0.8770949720670391; 0.9057262569832402; 0.6615384615384615; 0.7413793103448276; 0.632984737139627; 0.6692913385826772; 0.6967213114754098; 0.6457744488411532; 0.8388451443569553; 0.8375262054507338; 0.8390985324947589
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.69097222 0.64685315 0.64685315 0.65734266]; 0.6497890295358649; 0.6118143459915611; 0.8113207547169812; 0.8699929725931131; 0.8633193863319386; 0.8709902370990237; 0.6666666666666666; 0.7217391304347827; 0.6518531717747684; 0.640625; 0.6721311475409836; 0.6099786172487527; 0.8132780082987552; 0.8218029350104822; 0.8113207547169812
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.61188811 0.61188811 0.61538462 0.61619718]; 0.6208333333333333; 0.6; 0.6357442348008385; 0.7022274325908558; 0.8389355742296919; 0.6442577030812325; 0.689419795221843; 0.8487394957983193; 0.6227168553371762; 0.6734693877551021; 0.8181818181818182; 0.59816653934301; 0.6969036197121675; 0.8375262054507338; 0.6357442348008386
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59027778 0.61538462 0.6013986  0.59440559 0.6013986 ]; 0.5840336134453782; 0.5882352941176471; 0.879979035639413; 0.9772403982930299; 0.9594972067039106; 0.9776536312849162; 0.64; 0.7521367521367521; 0.5868121777212687; 0.6201550387596899; 0.6611570247933884; 0.5869887688069506; 0.8818978855079939; 0.8962264150943396; 0.879979035639413
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59375    0.61805556 0.56643357 0.58041958 0.6013986 ]; 0.569620253164557; 0.6244725738396625; 0.8637316561844863; 0.9504666188083273; 0.9232914923291492; 0.9518828451882845; 0.6076923076923076; 0.6422764227642277; 0.5667522464698331; 0.6482213438735178; 0.7192982456140351; 0.6279418057338468; 0.863588667366212; 0.8626834381551363; 0.8637316561844864
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.6875     0.64685315 0.68531469 0.68881119]; 0.6624472573839663; 0.5822784810126582; 0.7038784067085954; 0.7285513361462728; 0.7224546722454672; 0.7308228730822874; 0.6551724137931035; 0.6129032258064516; 0.6648586925492435; 0.547945205479452; 0.5309734513274337; 0.5800028546959748; 0.6983449012279764; 0.6855345911949685; 0.7038784067085954
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.62587413 0.66433566 0.68881119 0.64084507]; 0.6291666666666667; 0.6; 0.8280922431865828; 0.8936802973977694; 0.8417366946778712; 0.8998599439775911; 0.611353711790393; 0.5785123966942148; 0.6295923328008889; 0.5471698113207547; 0.48739495798319327; 0.599069379818043; 0.8163493840985443; 0.7641509433962265; 0.8280922431865828
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.61538462 0.64335664 0.63286713 0.60211268]; 0.625; 0.6083333333333333; 0.8149895178197065; 0.8798862828713575; 0.8669467787114846; 0.8816526610644257; 0.6153846153846154; 0.631578947368421; 0.62531328320802; 0.6147540983606558; 0.5952380952380952; 0.6090225563909775; 0.8127320954907162; 0.8029350104821803; 0.8149895178197064
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.78125    0.69791667 0.75       0.71276596]; 0.610062893081761; 0.6352201257861635; 0.7437185929648241; 0.8181818181818181; 0.7907949790794979; 0.8242677824267782; 0.5866666666666667; 0.5641025641025641; 0.6092117758784426; 0.6081081081081082; 0.6338028169014085; 0.6350832266325225; 0.7315789473684211; 0.7164948453608248; 0.74305134424904
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.625      0.77083333 0.66666667 0.65625   ]; 0.625; 0.69375; 0.7675; 0.8285077951002228; 0.775; 0.8395833333333332; 0.6296296296296297; 0.6710526315789473; 0.6271929824561403; 0.7231638418079096; 0.7529411764705882; 0.6898039215686275; 0.7639593908629442; 0.7506234413965087; 0.7675422971393572
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.65625    0.6875     0.66666667 0.65625   ]; 0.5625; 0.6; 0.785; 0.9151785714285714; 0.8541666666666666; 0.9208333333333333; 0.5882352941176471; 0.625; 0.5625; 0.6321839080459771; 0.6790123456790124; 0.5989998437255821; 0.7828282828282828; 0.773067331670823; 0.7850299064369153
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.64583333 0.59375    0.54166667 0.61458333]; 0.65; 0.60625; 0.60875; 0.6766666666666665; 0.8458333333333333; 0.5958333333333332; 0.7333333333333334; 0.9166666666666666; 0.6359649122807017; 0.7096774193548387; 0.8953488372093024; 0.5828095537397864; 0.6952288218111002; 0.8707317073170732; 0.6020325203252033
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.57291667 0.59375    0.63541667 0.55208333 0.68085106]; 0.6163522012578616; 0.5345911949685535; 0.7939698492462312; 0.9373650107991359; 0.9079497907949791; 0.9393305439330544; 0.6934673366834171; 0.8518518518518519; 0.6118233618233618; 0.6336633663366338; 0.735632183908046; 0.5136494252873562; 0.8101851851851852; 0.85995085995086; 0.7924432962993374
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58333333 0.54166667 0.61458333 0.63541667 0.70212766]; 0.5911949685534591; 0.6289308176100629; 0.7902010050251256; 0.9109730848861285; 0.9205020920502092; 0.9100418410041841; 0.5751633986928104; 0.5641025641025641; 0.5906932573599241; 0.6335403726708075; 0.6219512195121951; 0.6291574279379157; 0.7904642409033877; 0.7894736842105263; 0.7902028370674797
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.6875     0.69791667 0.72916667 0.76041667]; 0.55; 0.5625; 0.6825; 0.746606334841629; 0.6875; 0.7666666666666666; 0.4375; 0.345679012345679; 0.5525863416158775; 0.4444444444444444; 0.3888888888888889; 0.5467171717171717; 0.6350574712643677; 0.5623409669211196; 0.680433382723459
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.67708333 0.625      0.73958333 0.70833333]; 0.58125; 0.61875; 0.7875; 0.9090909090909091; 0.875; 0.9125; 0.6081871345029239; 0.6046511627906976; 0.5793526084223759; 0.5547445255474454; 0.59375; 0.6145833333333335; 0.7792207792207793; 0.7692307692307693; 0.7870544090056285
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.64583333 0.63541667 0.71276596 0.63829787 0.71276596]; 0.620253164556962; 0.5759493670886076; 0.7632911392405063; 0.8630136986301371; 0.7974683544303798; 0.8734177215189873; 0.6341463414634145; 0.6666666666666666; 0.6208333333333332; 0.54421768707483; 0.547945205479452; 0.5739726027397261; 0.7503337783711614; 0.7242268041237113; 0.7626109144996667
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.68055556 0.66666667 0.65277778 0.69444444]; 0.6291666666666667; 0.6041666666666666; 0.6941666666666667; 0.7223065250379364; 0.6611111111111111; 0.7458333333333332; 0.5741626794258373; 0.5172413793103449; 0.6255561735261401; 0.5851528384279475; 0.5153846153846153; 0.6122377622377622; 0.6654512306289883; 0.6023102310231023; 0.6950945094509451
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; 6; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.62676056 0.64788732 0.61971831 0.70422535 0.66901408]; 0.6313559322033898; 0.635593220338983; 0.7808798646362098; 0.8708708708708709; 0.8169014084507042; 0.8788732394366197; 0.6614785992217899; 0.7083333333333334; 0.630028735632184; 0.6194690265486725; 0.5932203389830508; 0.635593220338983; 0.7745865970409052; 0.7504215851602024; 0.7809832883356189
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.73611111 0.70833333 0.65972222 0.6971831 ]; 0.602510460251046; 0.6443514644351465; 0.770066889632107; 0.8663853727144867; 0.8579387186629527; 0.8676880222841225; 0.6122448979591837; 0.646551724137931; 0.6037636669470143; 0.6666666666666666; 0.6692913385826772; 0.642681383577053; 0.772914946325351; 0.7774086378737541; 0.7700174502500085
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.63194444 0.59722222 0.61805556 0.63380282 0.61267606]; 0.5546218487394958; 0.5840336134453782; 0.5989932885906041; 0.6901248581157775; 0.8491620111731844; 0.6187150837988826; 0.6666666666666666; 0.9636363636363636; 0.5833806818181818; 0.6754098360655738; 0.911504424778761; 0.5997522123893805; 0.6821808510638298; 0.882960413080895; 0.6059646582589417
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.64583333 0.62676056 0.69014085 0.66197183]; 0.5840336134453782; 0.6092436974789915; 0.819327731092437; 0.9675599435825106; 0.9607843137254902; 0.9677871148459384; 0.6501766784452297; 0.7931034482758621; 0.5891746749576032; 0.6593406593406592; 0.75; 0.6080508474576272; 0.8300395256916997; 0.8853288364249579; 0.8195488403230317
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.63194444 0.54166667 0.63194444 0.59027778]; 0.5833333333333334; 0.6166666666666667; 0.8041666666666667; 0.9410150891632372; 0.9527777777777777; 0.9402777777777778; 0.5967741935483871; 0.6016260162601627; 0.5828642901813634; 0.6198347107438016; 0.635593220338983; 0.616976938038344; 0.8072190319934373; 0.8186356073211315; 0.8041425115069765
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.64583333 0.61971831 0.69014085 0.70422535]; 0.6428571428571429; 0.6386554621848739; 0.6899159663865546; 0.7408376963350785; 0.7927170868347339; 0.722689075630252; 0.6613545816733067; 0.6484375; 0.6424005681818182; 0.6194690265486726; 0.603448275862069; 0.6377897117015263; 0.7026591458501209; 0.7254575707154742; 0.6895539126922023
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.63888889 0.6875     0.72222222 0.69444444 0.71527778]; 0.6541666666666667; 0.5916666666666667; 0.7633333333333333; 0.8522238163558106; 0.825; 0.8569444444444443; 0.6867924528301887; 0.7222222222222222; 0.6505847953216375; 0.6287878787878787; 0.7094017094017094; 0.5945382530748384; 0.768352365415987; 0.7810945273631841; 0.7632440811020276
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.67605634 0.68309859 0.71830986 0.61971831 0.66901408]; 0.6228813559322034; 0.6059322033898306; 0.7800338409475466; 0.8846153846153846; 0.8422535211267606; 0.8901408450704225; 0.6044444444444445; 0.5573770491803278; 0.6251797526603392; 0.6075949367088608; 0.5714285714285714; 0.6084415584415584; 0.7715289982425307; 0.7280265339966833; 0.7811117125941964
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.72105263 0.63684211 0.68947368 0.71052632 0.68617021]; 0.6265822784810127; 0.6170886075949367; 0.7050632911392405; 0.7657378740970072; 0.7827004219409283; 0.7605485232067509; 0.6529411764705882; 0.6491228070175439; 0.6245614035087719; 0.6276923076923077; 0.6455696202531646; 0.6170886075949367; 0.7148102815177477; 0.7272727272727273; 0.7046917046917047
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.60416667 0.58854167 0.6875     0.66145833 0.67894737]; 0.64576802507837; 0.6551724137931034; 0.7994987468671679; 0.8937568455640745; 0.8517745302713987; 0.8987473903966596; 0.6389776357827476; 0.6329113924050633; 0.6456482427863827; 0.6604938271604938; 0.6331360946745562; 0.656568047337278; 0.7935483870967743; 0.7630272952853598; 0.7998680780224268
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.71875    0.71052632 0.66315789 0.63684211 0.68947368]; 0.5299684542586751; 0.6309148264984227; 0.7383354350567465; 0.8364434687156971; 0.8004201680672269; 0.8434873949579832; 0.5826330532212884; 0.6303030303030303; 0.5256778309409889; 0.6507462686567165; 0.7414965986394558; 0.6383953581432573; 0.7411104179663132; 0.7538071065989848; 0.7384323753546302
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; 8; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.71578947 0.64210526 0.6        0.65789474 0.61702128]; 0.6170886075949367; 0.6170886075949367; 0.6379746835443038; 0.7010869565217391; 0.8164556962025317; 0.6518987341772151; 0.6889460154241646; 0.8271604938271605; 0.6116321949655283; 0.6629526462395543; 0.7677419354838709; 0.6198958124624323; 0.6911447084233261; 0.809102402022756; 0.6377577916324173
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.65104167 0.68229167 0.61458333 0.65104167 0.58854167]; 0.5875; 0.6125; 0.806875; 0.9443861490031479; 0.9375; 0.9447916666666666; 0.625; 0.7333333333333333; 0.596078431372549; 0.6555555555555554; 0.7375; 0.6125; 0.8144144144144144; 0.8582278481012658; 0.8075089857790281
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.64583333 0.625      0.69791667 0.65625    0.60526316]; 0.5642633228840125; 0.6394984326018809; 0.7694235588972431; 0.8843813387423934; 0.9102296450939458; 0.8810020876826723; 0.6084507042253521; 0.6666666666666666; 0.5626326963906582; 0.6666666666666667; 0.71875; 0.639249213836478; 0.7817319098457889; 0.8227215980024969; 0.7692224342213743
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.65625    0.703125   0.66666667 0.58333333 0.6875    ]; 0.665625; 0.653125; 0.69375; 0.7030567685589519; 0.6708333333333333; 0.7166666666666666; 0.6137184115523465; 0.5821917808219178; 0.6589119823649818; 0.6185567010309277; 0.5487804878048781; 0.6558005003126954; 0.669811320754717; 0.6291139240506329; 0.6929520237537115
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; 8; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.74479167 0.74479167 0.69791667 0.640625   0.66842105]; 0.6144200626959248; 0.6426332288401254; 0.7568922305764411; 0.8388473852721451; 0.8204592901878914; 0.8423799582463466; 0.6702412868632708; 0.78125; 0.6138954402515724; 0.6885245901639344; 0.8235294117647058; 0.6497165131112685; 0.7684964200477327; 0.8131313131313131; 0.757311925222373
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.59895833 0.68229167 0.66842105 0.65263158 0.68421053]; 0.6572327044025157; 0.6257861635220126; 0.7861635220125787; 0.8803418803418803; 0.8637316561844863; 0.8825995807127881; 0.6354515050167224; 0.5974842767295597; 0.6572327044025158; 0.6072607260726073; 0.5714285714285714; 0.6264786169244768; 0.7789336801040313; 0.7515683814303639; 0.7862507733129123
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.70168067 0.71428571 0.68487395 0.69327731 0.73529412]; 0.6183844011142061; 0.6323119777158774; 0.7044025157232704; 0.7349505840071878; 0.6873949579831933; 0.7521008403361344; 0.6287262872628727; 0.6304347826086957; 0.6180745341614907; 0.6024096385542168; 0.5714285714285714; 0.6308229813664596; 0.689084895259096; 0.6551362683438156; 0.7044025157232705
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6375     0.63333333 0.69747899 0.6512605  0.6302521 ]; 0.6470588235294118; 0.6638655462184874; 0.7987421383647799; 0.8808290155440414; 0.8542713567839196; 0.8844221105527638; 0.6460674157303371; 0.6424581005586593; 0.6470717469085432; 0.6449704142011834; 0.6123595505617978; 0.6637216747222396; 0.7926565874730023; 0.7693920335429769; 0.7987421383647798
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69327731 0.68067227 0.64705882 0.7394958  0.66101695]; 0.6333333333333333; 0.6277777777777778; 0.7756813417190775; 0.8620102214650766; 0.8518518518518519; 0.8636363636363636; 0.6580310880829016; 0.654639175257732; 0.6315364550987455; 0.6104651162790697; 0.6325301204819277; 0.6281207303440566; 0.7752100840336134; 0.7735849056603774; 0.7756813417190775
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6125     0.6625     0.60504202 0.6092437  0.62184874]; 0.6442577030812325; 0.6274509803921569; 0.6325995807127882; 0.6952315134761576; 0.8425460636515912; 0.6306532663316582; 0.6186186186186187; 0.5852272727272727; 0.6434423656454042; 0.6076696165191741; 0.569060773480663; 0.6282803867403315; 0.6691835771590373; 0.7431865828092243; 0.6325995807127882
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6092437  0.59243697 0.58823529 0.60504202 0.61764706]; 0.6323119777158774; 0.6350974930362117; 0.8270440251572327; 0.9411764705882354; 0.9008403361344538; 0.9436974789915966; 0.695852534562212; 0.8206521739130435; 0.6274689440993788; 0.6812652068126521; 0.8; 0.6391304347826088; 0.8336693548387096; 0.8668763102725366; 0.8270440251572326
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.58823529 0.56722689 0.57563025 0.53389831]; 0.6027777777777777; 0.6444444444444445; 0.80083857442348; 0.9057908383751081; 0.8821548821548821; 0.9082491582491583; 0.5994397759103641; 0.6484848484848484; 0.6062937062937063; 0.6831683168316832; 0.7076923076923077; 0.6386946386946388; 0.8018769551616267; 0.8060796645702306; 0.80083857442348
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66806723 0.66806723 0.69747899 0.74789916 0.69067797]; 0.6111111111111112; 0.6194444444444445; 0.7070230607966457; 0.7707317073170732; 0.797979797979798; 0.7626262626262627; 0.6335078534031415; 0.657608695652174; 0.6100543478260869; 0.6204986149584488; 0.6363636363636364; 0.6198122529644269; 0.7166751140395338; 0.7410901467505241; 0.7070230607966458
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.71666667 0.67226891 0.67647059 0.67226891]; 0.6554621848739496; 0.6246498599439776; 0.7908805031446541; 0.875219683655536; 0.8341708542713567; 0.88107202680067; 0.6684636118598383; 0.7251461988304093; 0.6582720241463874; 0.6564102564102564; 0.6881720430107527; 0.6218637992831542; 0.7898894154818327; 0.7861635220125787; 0.7908805031446541
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6092437  0.6512605  0.67647059 0.68067227 0.69491525]; 0.6138888888888889; 0.6527777777777778; 0.7714884696016772; 0.8509532062391681; 0.8265993265993266; 0.8552188552188552; 0.6062322946175638; 0.5879120879120879; 0.6141807630571676; 0.647887323943662; 0.6460674157303371; 0.6527040375354982; 0.7658431793770141; 0.7473794549266247; 0.771488469601677
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69791667 0.7027972  0.63286713 0.68181818 0.68181818]; 0.542016806722689; 0.6092436974789915; 0.7562893081761006; 0.8076079005120702; 0.770949720670391; 0.816340782122905; 0.5400843881856541; 0.5517241379310345; 0.5422555115884681; 0.5974025974025973; 0.5655737704918032; 0.6103730921424534; 0.7465940054495912; 0.7180293501048218; 0.7562893081761006
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65972222 0.66666667 0.67132867 0.7027972  0.65034965]; 0.6118143459915611; 0.6371308016877637; 0.8144654088050315; 0.8715328467153285; 0.8326359832635983; 0.8772663877266389; 0.6166666666666667; 0.6166666666666667; 0.6117521367521368; 0.6293103448275863; 0.6239316239316239; 0.6369658119658119; 0.8078175895765473; 0.779874213836478; 0.8144654088050315
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70138889 0.64236111 0.69230769 0.64335664 0.66083916]; 0.6118143459915611; 0.5864978902953587; 0.8039832285115304; 0.8695035460992908; 0.8549511854951185; 0.8716875871687588; 0.6320000000000001; 0.6475409836065574; 0.6107270135424091; 0.611111111111111; 0.6695652173913044; 0.5888809693513899; 0.8043933054393305; 0.8060796645702306; 0.8039832285115304
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6048951  0.66083916 0.5979021  0.6013986  0.63380282]; 0.55; 0.5958333333333333; 0.6488469601677149; 0.7253396337861785; 0.8599439775910365; 0.6743697478991597; 0.660377358490566; 0.8898305084745762; 0.5555709919422062; 0.6940063091482649; 0.9016393442622951; 0.5906501806057238; 0.7121993127147767; 0.8689727463312369; 0.6488469601677149
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62847222 0.58741259 0.63986014 0.63286713 0.6048951 ]; 0.5840336134453782; 0.5798319327731093; 0.8663522012578616; 0.9595375722543353; 0.9273743016759777; 0.9608938547486033; 0.6732673267326733; 0.864406779661017; 0.5863700564971751; 0.6666666666666667; 0.8333333333333334; 0.5776836158192091; 0.8716658278812278; 0.9077568134171907; 0.8663522012578616
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59722222 0.59722222 0.57342657 0.59090909 0.62587413]; 0.6877637130801688; 0.620253164556962; 0.8385744234800838; 0.900138696255201; 0.905160390516039; 0.899581589958159; 0.6864406779661016; 0.6639344262295082; 0.6884889522451889; 0.6120689655172413; 0.6173913043478261; 0.6201710620099786; 0.8387434554973823; 0.839622641509434; 0.8385744234800838
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68055556 0.67361111 0.67832168 0.67482517 0.67482517]; 0.6582278481012658; 0.6286919831223629; 0.6860587002096437; 0.6937321937321937; 0.6792189679218968; 0.700139470013947; 0.64; 0.5950413223140496; 0.6595896266742661; 0.588785046728972; 0.5431034482758621; 0.6269236249643774; 0.6749864351600651; 0.6519916142557652; 0.6860587002096435
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67013889 0.66319444 0.64335664 0.71328671 0.67832168]; 0.6582278481012658; 0.6751054852320675; 0.8427672955974843; 0.8955882352941176; 0.8493723849372385; 0.900976290097629; 0.6610878661087867; 0.6638655462184874; 0.6582039595499216; 0.6577777777777778; 0.6271186440677966; 0.6749038598490243; 0.8355263157894737; 0.7987421383647799; 0.8427672955974843
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71875    0.70486111 0.73776224 0.65034965 0.65384615]; 0.5611814345991561; 0.5991561181434599; 0.7935010482180294; 0.8594087959625091; 0.8312412831241283; 0.8640167364016736; 0.5937499999999999; 0.6551724137931034; 0.5631233969791963; 0.6153846153846154; 0.628099173553719; 0.5985323453975492; 0.7915343915343916; 0.7840670859538784; 0.7935010482180294
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; 4; svd_reconstruct; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.69791667 0.4893617  0.64893617 0.65957447 0.61702128]; 0.6942675159235668; 0.6242038216560509; 0.7531806615776081; 0.7851851851851853; 0.673728813559322; 0.8156779661016949; 0.68; 0.6623376623376623; 0.6936688311688312; 0.6380368098159509; 0.7123287671232876; 0.6299739073711677; 0.7298050139275766; 0.6787564766839378; 0.7518782383419689
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.66666667 0.67708333 0.66666667 0.69791667]; 0.56875; 0.5375; 0.715; 0.802784222737819; 0.7208333333333333; 0.8229166666666666; 0.4963503649635037; 0.4358974358974359; 0.565509693558474; 0.4861111111111111; 0.3977272727272727; 0.553030303030303; 0.6797752808988764; 0.5960591133004927; 0.7168112825385712
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.71875    0.75       0.64583333 0.67708333]; 0.5875; 0.61875; 0.7525; 0.829736211031175; 0.7208333333333333; 0.8520833333333333; 0.5925925925925926; 0.6; 0.5874999999999999; 0.6211180124223603; 0.6666666666666666; 0.6215686274509803; 0.7324324324324324; 0.6860759493670886; 0.7516799499921863
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.64583333 0.70833333 0.73958333 0.65625   ]; 0.68125; 0.6875; 0.69; 0.7252336448598129; 0.8083333333333333; 0.69375; 0.711864406779661; 0.8181818181818182; 0.6861993428258488; 0.7663551401869158; 0.8817204301075269; 0.6498154389343604; 0.732181425485961; 0.8268292682926829; 0.6864915572232646
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.6875     0.63541667 0.59375    0.67708333]; 0.6875; 0.69375; 0.83125; 0.9196428571428571; 0.8583333333333333; 0.925; 0.7311827956989246; 0.7157894736842105; 0.6809716599190283; 0.7030303030303029; 0.8055555555555556; 0.7039141414141414; 0.8310387984981227; 0.8157248157248157; 0.8315265299998124
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.72916667 0.60416667 0.51041667]; 0.675; 0.66875; 0.80875; 0.899581589958159; 0.8958333333333334; 0.9; 0.6904761904761905; 0.7532467532467533; 0.677828195900485; 0.707182320441989; 0.7441860465116279; 0.6626335637963545; 0.8149939540507859; 0.8362282878411911; 0.8085423555074974
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; 4; svd_reconstruct; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.63829787 0.64893617 0.60638298 0.62765957 0.64893617]; 0.5641025641025641; 0.5641025641025641; 0.6432225063938619; 0.6186666666666667; 0.49361702127659574; 0.6957446808510639; 0.5211267605633804; 0.44047619047619047; 0.5744047619047619; 0.45161290322580644; 0.42424242424242425; 0.5454545454545455; 0.5647425897035881; 0.4701298701298701; 0.6406064967777814
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.71875    0.70833333 0.72916667 0.68085106 0.73404255]; 0.6329113924050633; 0.6265822784810127; 0.7840909090909091; 0.8794642857142857; 0.8277310924369747; 0.8865546218487395; 0.6419753086419754; 0.6190476190476191; 0.6338481338481339; 0.549618320610687; 0.5454545454545454; 0.6151185770750986; 0.7692307692307692; 0.7345360824742269; 0.7831096253955293
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.63541667 0.625      0.58510638 0.67021277 0.65957447]; 0.6265822784810127; 0.6708860759493671; 0.8088607594936709; 0.912280701754386; 0.8776371308016878; 0.9156118143459915; 0.6193548387096774; 0.6153846153846154; 0.6264423076923077; 0.6790123456790124; 0.6790123456790124; 0.6706750040083373; 0.8046571798188874; 0.7853535353535354; 0.8089204224991028
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; 6; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64788732 0.61267606 0.66197183 0.66901408 0.69014085]; 0.5635593220338984; 0.6567796610169492; 0.6565143824027073; 0.625; 0.5211267605633803; 0.6873239436619718; 0.4824120603015075; 0.41025641025641024; 0.5622710622710623; 0.5621621621621622; 0.48148148148148145; 0.6430844907407407; 0.5840163934426229; 0.49137931034482757; 0.6534969641425135
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.625      0.61111111 0.61971831 0.64084507 0.66901408]; 0.6890756302521008; 0.634453781512605; 0.7773109243697479; 0.8306188925081432; 0.7142857142857143; 0.854341736694678; 0.6696428571428572; 0.6198347107438017; 0.6902592357137811; 0.6266094420600858; 0.5983606557377049; 0.6353872244205767; 0.7525676937441643; 0.6716666666666666; 0.7782062146892655
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.6875     0.70422535 0.66901408 0.65492958]; 0.5756302521008403; 0.6386554621848739; 0.7714285714285715; 0.8673946957878315; 0.7787114845938375; 0.8809523809523808; 0.5665236051502146; 0.5409836065573771; 0.5765262860373092; 0.5943396226415094; 0.5575221238938053; 0.6347610619469026; 0.7495395948434622; 0.6875; 0.771007525083612
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.625      0.6971831  0.6971831  0.66197183]; 0.6680672268907563; 0.6638655462184874; 0.6722689075630253; 0.7130434782608696; 0.803921568627451; 0.6764705882352942; 0.7063197026022304; 0.7786885245901639; 0.6652063312605992; 0.6969696969696969; 0.7419354838709677; 0.6604414261460102; 0.7085201793721974; 0.7860696517412935; 0.6707179604532703
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.67361111 0.67605634 0.63380282 0.65492958]; 0.6932773109243697; 0.680672268907563; 0.7470588235294118; 0.790633608815427; 0.803921568627451; 0.7871148459383754; 0.7364620938628158; 0.7727272727272727; 0.6835334476843911; 0.6984126984126985; 0.7927927927927928; 0.6877349790735618; 0.7601593625498008; 0.795; 0.7466525423728814
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.68055556 0.75       0.70833333 0.70138889 0.67361111]; 0.6458333333333334; 0.6083333333333333; 0.7358333333333333; 0.8088642659279778; 0.8111111111111111; 0.8083333333333333; 0.6768060836501902; 0.8240740740740741; 0.662037037037037; 0.6492537313432836; 0.725; 0.6083333333333334; 0.7470071827613728; 0.7959183673469388; 0.7370114712551687
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.61805556 0.59027778 0.56944444 0.64583333]; 0.5875; 0.6333333333333333; 0.65; 0.5933682373472948; 0.4722222222222222; 0.6763888888888889; 0.5638766519823789; 0.5289256198347108; 0.5879922216820612; 0.56; 0.47863247863247865; 0.6295601417552638; 0.5800000000000001; 0.48494983277591974; 0.6494516605740064
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.79861111 0.64788732 0.74647887 0.76760563]; 0.6596638655462185; 0.5840336134453782; 0.7512605042016807; 0.8060200668896321; 0.6750700280112045; 0.8375350140056023; 0.6798418972332015; 0.6666666666666666; 0.6590214067278287; 0.5822784810126581; 0.6216216216216216; 0.5864013619919132; 0.7279411764705882; 0.6633165829145728; 0.7515571110188379
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63888889 0.63194444 0.70138889 0.61111111 0.63380282]; 0.6192468619246861; 0.6317991631799164; 0.7658862876254181; 0.8476621417797889; 0.7827298050139275; 0.8593314763231197; 0.5844748858447488; 0.5203252032520326; 0.6222315671432577; 0.6422764227642277; 0.5895522388059702; 0.637633262260128; 0.7517730496453902; 0.6883116883116883; 0.7682937751903269
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.671875   0.69473684 0.66315789 0.60526316]; 0.6572327044025157; 0.6257861635220126; 0.650314465408805; 0.6518046709129511; 0.6436058700209644; 0.6561844863731656; 0.6912181303116148; 0.7530864197530864; 0.6553893637226971; 0.6360856269113149; 0.6709677419354839; 0.6268949139125272; 0.657213316892725; 0.6712846347607053; 0.6503408098426642
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.67708333 0.74210526 0.67894737 0.70526316]; 0.6446540880503144; 0.5786163522012578; 0.7572327044025158; 0.8298653610771113; 0.710691823899371; 0.8542976939203355; 0.6686217008797654; 0.7261146496815286; 0.6456660204929383; 0.5963855421686747; 0.6387096774193548; 0.5800910350286959; 0.7409395973154362; 0.6996197718631179; 0.7568011468554041
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.67708333 0.68229167 0.61979167 0.625      0.65789474]; 0.6426332288401254; 0.6426332288401254; 0.7537593984962406; 0.8168701442841287; 0.7682672233820459; 0.8277661795407099; 0.6346153846153846; 0.5789473684210527; 0.6475817923186344; 0.5869565217391304; 0.5294117647058824; 0.6381998582565556; 0.7360644728005372; 0.6824408468244084; 0.754209074105773
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65263158 0.61578947 0.63684211 0.61052632 0.63684211]; 0.6487341772151899; 0.740506329113924; 0.6769911504424779; 0.6936416184971098; 0.7578947368421053; 0.6652631578947368; 0.6744868035190617; 0.7615894039735099; 0.6535219747140277; 0.7657142857142857; 0.8121212121212121; 0.7371864338751757; 0.7044534412955465; 0.7699115044247787; 0.6769911504424779
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65789474 0.65789474 0.65263158 0.68421053 0.71578947]; 0.6424050632911392; 0.6582278481012658; 0.8255372945638433; 0.9386845039018952; 0.8863157894736842; 0.9421052631578947; 0.6666666666666666; 0.7290322580645161; 0.6440192346223201; 0.6785714285714285; 0.7307692307692307; 0.6591346153846154; 0.8244274809160307; 0.8244274809160306; 0.8255303233725881
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.60416667 0.62105263 0.57894737 0.65789474 0.55789474]; 0.6246056782334385; 0.694006309148265; 0.7988650693568726; 0.8884073672806068; 0.8613445378151261; 0.8918067226890757; 0.6198083067092651; 0.5987654320987654; 0.6251891676622859; 0.6819672131147541; 0.6624203821656051; 0.6937101910828024; 0.7929915639195327; 0.7685534591194969; 0.798941710596411
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65263158 0.61052632 0.60526316 0.6        0.61578947]; 0.569620253164557; 0.5917721518987342; 0.6283185840707964; 0.5895806861499364; 0.4884210526315789; 0.66; 0.49629629629629624; 0.4161490683229814; 0.5725906631937487; 0.5019305019305019; 0.42207792207792205; 0.5875821709155042; 0.5531914893617021; 0.4607594936708861; 0.6281070195627158
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.69791667 0.66666667 0.67368421 0.69473684 0.60526316]; 0.6823899371069182; 0.6257861635220126; 0.7490566037735849; 0.7906432748538011; 0.7085953878406709; 0.8123689727463312; 0.7055393586005831; 0.7378048780487805; 0.6805907507127019; 0.6222222222222222; 0.6712328767123288; 0.6292210895189551; 0.7362855254461336; 0.7077509529860229; 0.7486450904407076
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.65104167 0.62631579 0.65263158 0.65789474 0.70526316]; 0.6182965299684543; 0.6182965299684543; 0.7812105926860026; 0.8810872027180068; 0.8172268907563025; 0.8897058823529412; 0.6158730158730159; 0.5773809523809523; 0.6209052412911473; 0.5925925925925927; 0.6153846153846154; 0.6180371352785147; 0.7678929765886288; 0.7293519695044473; 0.7808211662290696
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62184874 0.60084034 0.59663866 0.60504202 0.64705882]; 0.7158774373259053; 0.7047353760445683; 0.65041928721174; 0.6171809841534612; 0.6218487394957983; 0.6142857142857143; 0.7397959183673469; 0.8146067415730337; 0.716695635979887; 0.7253886010362695; 0.7734806629834254; 0.7041560618287914; 0.6626201315123925; 0.6865828092243187; 0.65041928721174
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68067227 0.66806723 0.55462185 0.74369748 0.63135593]; 0.6666666666666666; 0.6444444444444445; 0.769916142557652; 0.8095712861415754; 0.6835016835016835; 0.8392255892255891; 0.6875; 0.75; 0.6684782608695651; 0.6767676767676767; 0.7282608695652174; 0.6425395256916997; 0.7537857543466068; 0.7044025157232704; 0.769916142557652
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63865546 0.65966387 0.6302521  0.67226891 0.6440678 ]; 0.6; 0.6111111111111112; 0.7363731656184487; 0.8025247971145174; 0.7491582491582491; 0.8156565656565656; 0.535483870967742; 0.4853801169590643; 0.594541910331384; 0.5757575757575758; 0.5026455026455027; 0.6168198273461432; 0.7124070897655804; 0.6530398322851153; 0.7363731656184486
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7        0.65546218 0.71428571 0.64705882 0.66386555]; 0.6452513966480447; 0.6396648044692738; 0.6635220125786163; 0.7178362573099416; 0.8238255033557047; 0.6761744966442953; 0.7066974595842955; 0.8453038674033149; 0.642990916752505; 0.7020785219399537; 0.8587570621468926; 0.6420857133938883; 0.7126230975828111; 0.8343815513626834; 0.6635220125786164
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.62916667 0.60084034 0.63445378 0.57142857 0.64285714]; 0.7094972067039106; 0.7011173184357542; 0.839622641509434; 0.913557779799818; 0.8422818791946308; 0.9203020134228186; 0.7142857142857142; 0.7027027027027027; 0.7097328542415248; 0.6916426512968299; 0.6936416184971098; 0.7008748633026091; 0.830939226519337; 0.7882599580712788; 0.839622641509434
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63445378 0.65966387 0.61764706 0.64285714 0.65966387]; 0.6852367688022284; 0.6768802228412256; 0.7704402515723271; 0.8206008583690988; 0.8033613445378152; 0.8243697478991596; 0.7153652392947105; 0.7802197802197802; 0.6838952008443534; 0.6881720430107527; 0.7231638418079096; 0.6775159868380207; 0.7735263702171665; 0.7840670859538784; 0.7704402515723271
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63865546 0.69327731 0.62605042 0.6512605  0.66101695]; 0.5861111111111111; 0.5888888888888889; 0.6352201257861635; 0.6225165562913907; 0.5538720538720538; 0.6641414141414143; 0.56047197640118; 0.521978021978022; 0.5868317076182245; 0.5647058823529411; 0.5393258426966292; 0.5883442400296333; 0.5990783410138248; 0.5450733752620545; 0.6352201257861635
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63445378 0.61344538 0.60084034 0.58403361 0.65677966]; 0.6277777777777778; 0.6305555555555555; 0.750524109014675; 0.7996164908916588; 0.702020202020202; 0.8240740740740741; 0.5864197530864198; 0.5248618784530387; 0.6283527269360166; 0.5804416403785488; 0.5139664804469274; 0.6299114170190439; 0.7173396674584324; 0.6331236897274634; 0.7505241090146751
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58823529 0.62184874 0.6092437  0.59243697 0.63559322]; 0.6361111111111111; 0.6166666666666667; 0.7856394129979035; 0.875222816399287; 0.8265993265993266; 0.8821548821548821; 0.6180758017492711; 0.6022727272727273; 0.6353754940711462; 0.6057142857142856; 0.5760869565217391; 0.6175889328063242; 0.77465564738292; 0.7368972746331237; 0.7856394129979035
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.64685315 0.65384615 0.7027972  0.63986014 0.66433566]; 0.6234309623430963; 0.6108786610878661; 0.65041928721174; 0.6747311827956989; 0.7020979020979021; 0.6615384615384615; 0.628099173553719; 0.6386554621848739; 0.6234943977591036; 0.6234817813765182; 0.6416666666666667; 0.6107492997198879; 0.6626201315123925; 0.6865828092243187; 0.65041928721174
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.64930556 0.66083916 0.61888112 0.65734266]; 0.5822784810126582; 0.6286919831223629; 0.7887840670859538; 0.8309859154929579; 0.7405857740585774; 0.8493723849372385; 0.5787234042553192; 0.591304347826087; 0.5825374198146829; 0.6422764227642276; 0.6475409836065574; 0.6281183178902352; 0.770892552586697; 0.710691823899371; 0.7887840670859539
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61805556 0.61111111 0.62237762 0.61538462 0.66433566]; 0.6286919831223629; 0.6624472573839663; 0.7971698113207547; 0.831926323867997; 0.7559274755927475; 0.8472803347280334; 0.6140350877192982; 0.56; 0.6326785714285714; 0.6330275229357799; 0.6160714285714286; 0.6600357142857143; 0.7787307032590051; 0.7138364779874213; 0.7971698113207547
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65972222 0.6958042  0.65384615 0.64335664 0.64685315]; 0.6764705882352942; 0.7058823529411765; 0.6671907756813418; 0.6911392405063291; 0.7625698324022346; 0.6592178770949721; 0.7137546468401487; 0.7804878048780488; 0.6728525980911984; 0.7222222222222222; 0.7913043478260869; 0.7086603039943442; 0.6977629700142789; 0.7683438155136268; 0.6671907756813418
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.67832168 0.66783217 0.71328671 0.64084507]; 0.6416666666666667; 0.6416666666666667; 0.8328092243186582; 0.8871834228702994; 0.8095238095238095; 0.8970588235294118; 0.701388888888889; 0.8559322033898306; 0.6451792164490137; 0.6950354609929078; 0.8032786885245902; 0.6389274798555153; 0.829684997330486; 0.8144654088050315; 0.8328092243186582
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.6993007  0.65034965 0.64685315 0.63028169]; 0.65; 0.6333333333333333; 0.7646750524109015; 0.808038808038808; 0.8165266106442577; 0.8060224089635855; 0.6410256410256411; 0.6198347107438017; 0.6502534898256823; 0.6615384615384616; 0.7226890756302521; 0.6340718105423988; 0.7681982447083118; 0.779874213836478; 0.7646750524109015
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69444444 0.67013889 0.61888112 0.65734266 0.70629371]; 0.5232067510548524; 0.5611814345991561; 0.6446540880503144; 0.6401249024199844; 0.5718270571827058; 0.6785216178521618; 0.47926267281105994; 0.4406779661016949; 0.5228599914542088; 0.5229357798165138; 0.4789915966386555; 0.5615296966244125; 0.6048951048951049; 0.5440251572327044; 0.6446540880503144
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.62237762 0.63636364 0.62587413 0.6443662 ]; 0.6375; 0.675; 0.7824947589098532; 0.8043818466353677; 0.7198879551820728; 0.8249299719887956; 0.6419753086419753; 0.6610169491525424; 0.637885523756599; 0.6637931034482759; 0.6311475409836066; 0.6757432620172272; 0.7632629777524244; 0.7012578616352201; 0.7824947589098532
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.63286713 0.64685315 0.6048951  0.66433566]; 0.6218487394957983; 0.6722689075630253; 0.7662473794549266; 0.7851622874806801; 0.7094972067039106; 0.8058659217877095; 0.6311475409836066; 0.6311475409836066; 0.6216082532504239; 0.6776859504132232; 0.7068965517241379; 0.6731204070096101; 0.749438202247191; 0.69916142557652; 0.7662473794549266
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.53125    0.56382979 0.55319149 0.58510638]; 0.569620253164557; 0.4430379746835443; 0.5873417721518988; 0.4444444444444444; 0.2869198312236287; 0.6413502109704642; 0.30612244897959184; 0.20270270270270271; 0.5477799227799227; 0.12; 0.07317073170731707; 0.4576379974326059; 0.35317460317460314; 0.22646310432569974; 0.5855237435986181
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.55208333 0.55208333 0.57291667 0.52083333]; 0.56875; 0.5375; 0.57125; 0.29577464788732394; 0.175; 0.5833333333333334; 0.448; 0.35443037974683544; 0.5661040787623067; 0.3508771929824562; 0.25316455696202533; 0.5339896858884201; 0.3441682600382409; 0.22613065326633167; 0.5695329883247081
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.76041667 0.76041667 0.72340426 0.70212766]; 0.5253164556962026; 0.5886075949367089; 0.7613636363636364; 0.8863109048723897; 0.8025210084033614; 0.8970588235294118; 0.4186046511627907; 0.3333333333333333; 0.5303030303030303; 0.5323741007194245; 0.44047619047619047; 0.5986164736164736; 0.7296137339055794; 0.6327543424317618; 0.7636779424241071
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.53125    0.63541667 0.66666667 0.58510638 0.70212766]; 0.5569620253164557; 0.5189873417721519; 0.6906565656565656; 0.7880085653104926; 0.773109243697479; 0.792016806722689; 0.5930232558139534; 0.6710526315789473; 0.5611360718870346; 0.5681818181818181; 0.5617977528089888; 0.5127829343755088; 0.6993865030674846; 0.707196029776675; 0.690358940338209
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.53125    0.55208333 0.625      0.5625    ]; 0.58125; 0.58125; 0.79625; 0.9409368635437881; 0.9625; 0.9395833333333332; 0.588957055214724; 0.6233766233766234; 0.5827726490377093; 0.6081871345029239; 0.611764705882353; 0.5792156862745098; 0.8024242424242423; 0.8233830845771144; 0.796113652841321
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.55208333 0.61458333 0.57291667 0.63829787]; 0.4716981132075472; 0.5345911949685535; 0.7047738693467337; 0.8549905838041431; 0.9497907949790795; 0.8389121338912133; 0.5116279069767442; 0.5945945945945946; 0.4796502384737679; 0.5316455696202531; 0.5526315789473685; 0.5353519340519975; 0.727061556329849; 0.8046272493573264; 0.7069819293469678
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; 4; svd_reconstruct; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.62765957 0.5106383  0.54255319 0.57446809 0.5       ]; 0.6282051282051282; 0.5256410256410257; 0.5818414322250639; 0.296028880866426; 0.17446808510638298; 0.5851063829787233; 0.30952380952380953; 0.20967741935483872; 0.5569663692518875; 0.3018867924528302; 0.20512820512820512; 0.5256410256410255; 0.29978586723768735; 0.18666666666666668; 0.5663063063063063
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.57291667 0.58510638 0.5106383  0.55319149]; 0.5569620253164557; 0.5632911392405063; 0.5784810126582278; 0.30714285714285716; 0.18143459915611815; 0.5907172995780591; 0.39655172413793105; 0.27710843373493976; 0.5718875502008033; 0.41025641025641024; 0.34285714285714286; 0.5407467532467534; 0.3508771929824562; 0.23076923076923078; 0.5741346153846154
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.65625    0.6875     0.70833333 0.72340426]; 0.49056603773584906; 0.5911949685534591; 0.7550251256281407; 0.8868360277136259; 0.803347280334728; 0.8974895397489538; 0.4087591240875913; 0.35443037974683544; 0.4897151898734178; 0.5695364238410596; 0.4777777777777778; 0.6084541062801933; 0.7295423023578363; 0.6446078431372549; 0.7578709318779058
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.52777778 0.55555556 0.58333333 0.57042254 0.5915493 ]; 0.5798319327731093; 0.47478991596638653; 0.610738255033557; 0.5031185031185031; 0.33798882681564246; 0.6662011173184357; 0.33333333333333337; 0.22522522522522523; 0.5574945023763921; 0.2603550295857988; 0.16296296296296298; 0.5232290542970155; 0.42; 0.2781456953642384; 0.6152633238725954
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5        0.60416667 0.5625     0.58333333 0.56944444]; 0.5416666666666666; 0.5541666666666667; 0.6275; 0.534412955465587; 0.36666666666666664; 0.6805555555555556; 0.3037974683544304; 0.1951219512195122; 0.5505524286012091; 0.3668639053254438; 0.25; 0.564655172413793; 0.45554202192448234; 0.30807248764415157; 0.6312706451711483
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65277778 0.66666667 0.63194444 0.63380282 0.61971831]; 0.5714285714285714; 0.5336134453781513; 0.7374161073825504; 0.8427672955974843; 0.7486033519553073; 0.8603351955307262; 0.5277777777777778; 0.5; 0.5685483870967741; 0.49315068493150677; 0.4122137404580153; 0.5472283655561104; 0.707749766573296; 0.6285240464344942; 0.7387102405347343
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.59722222 0.67605634 0.59859155 0.57746479]; 0.5168067226890757; 0.5462184873949579; 0.5907563025210084; 0.5384615384615384; 0.43137254901960786; 0.6302521008403361; 0.46009389671361506; 0.3983739837398374; 0.5209261223047014; 0.4600000000000001; 0.38333333333333336; 0.5475988700564972; 0.5055837563451776; 0.415; 0.5922457627118644
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; 6; svd_reconstruct; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.55555556 0.52112676 0.55633803 0.51408451 0.56338028]; 0.5443037974683544; 0.5063291139240507; 0.7107925801011804; 0.8517587939698493; 0.952247191011236; 0.8342696629213482; 0.5221238938053097; 0.48360655737704916; 0.5461511047754811; 0.47533632286995514; 0.4649122807017544; 0.5048138639281129; 0.7244979919678715; 0.7618243243243243; 0.7108784921284921
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.53472222 0.5        0.55633803 0.50704225 0.51408451]; 0.5168067226890757; 0.5084033613445378; 0.7478991596638656; 0.9098143236074271; 0.9607843137254902; 0.9047619047619048; 0.555984555984556; 0.5950413223140496; 0.5154693791057428; 0.5617977528089888; 0.6097560975609756; 0.5048780487804878; 0.765625; 0.8153078202995009; 0.7472124840037402
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.59722222 0.54861111 0.57746479 0.54929577 0.57746479]; 0.5084033613445378; 0.4957983193277311; 0.5436974789915966; 0.3729508196721311; 0.2549019607843137; 0.5714285714285714; 0.2994011976047904; 0.22321428571428573; 0.49255952380952384; 0.29411764705882354; 0.2032520325203252; 0.5059738423471191; 0.34181818181818185; 0.23817567567567569; 0.5421647609147608
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.5625     0.59027778 0.54861111 0.58333333 0.54225352]; 0.5104602510460251; 0.5062761506276151; 0.568561872909699; 0.3656884875846501; 0.22562674094707522; 0.6086350974930361; 0.38095238095238093; 0.28125; 0.5280123873873873; 0.3854166666666667; 0.32456140350877194; 0.49828070175438594; 0.3737864077669903; 0.2562396006655574; 0.5701366070554678
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.61111111 0.59722222 0.625      0.63194444 0.57638889]; 0.5833333333333334; 0.5125; 0.72; 0.8065040650406504; 0.6888888888888889; 0.8347222222222223; 0.5454545454545455; 0.49586776859504134; 0.5840683380790334; 0.4; 0.3577981651376147; 0.4995097695917081; 0.6737864077669904; 0.588135593220339; 0.7178382884134482
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.53125    0.55263158 0.56315789 0.53157895]; 0.559748427672956; 0.5031446540880503; 0.590566037735849; 0.4165289256198347; 0.2641509433962264; 0.629979035639413; 0.3636363636363636; 0.2484472049689441; 0.5637140483443447; 0.3361344537815126; 0.24242424242424243; 0.5133689839572192; 0.38758231420508; 0.25653798256537985; 0.5939614944593101
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.55208333 0.5625     0.58947368 0.57894737 0.54736842]; 0.5628930817610063; 0.5157232704402516; 0.5861635220125786; 0.3844856661045531; 0.2389937106918239; 0.6174004192872117; 0.39301310043668125; 0.3; 0.5488095238095239; 0.3583333333333333; 0.26380368098159507; 0.5222244211359589; 0.3804143126177024; 0.25569620253164554; 0.5840981012658227
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.6        0.58947368 0.58421053 0.62105263 0.56382979]; 0.569620253164557; 0.5474683544303798; 0.7341772151898734; 0.8286755771567437; 0.7194092827004219; 0.8512658227848101; 0.5342465753424657; 0.4785276073619632; 0.5725971370143149; 0.4911032028469751; 0.45098039215686275; 0.5445086009864069; 0.6991404011461317; 0.6177215189873417; 0.7341772151898734
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.66145833 0.58854167 0.61052632 0.61052632]; 0.5125786163522013; 0.4748427672955975; 0.6180904522613065; 0.719056974459725; 0.7656903765690377; 0.7008368200836821; 0.5558739255014328; 0.5914634146341463; 0.5100174216027874; 0.4954682779456193; 0.5222929936305732; 0.4754322111010009; 0.6419316843345112; 0.6821026282853567; 0.6178482876609634
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.59375    0.609375   0.61979167 0.52083333 0.56770833]; 0.528125; 0.575; 0.7625; 0.9070929070929071; 0.9458333333333333; 0.9031249999999998; 0.5465465465465464; 0.5796178343949044; 0.5290727208784338; 0.6046511627906977; 0.6303030303030303; 0.5732160312805474; 0.7735399284862932; 0.8092269326683291; 0.7623828898930618
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.59375    0.55208333 0.58333333 0.61458333 0.6       ]; 0.5736677115987461; 0.47648902821316613; 0.7355889724310777; 0.8850241545893719; 0.9561586638830898; 0.8757828810020877; 0.5310344827586206; 0.5238095238095238; 0.5700442967884828; 0.43771043771043766; 0.3987730061349693; 0.4782326569136385; 0.7398273736128237; 0.7604562737642585; 0.7358663029292172
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.51578947 0.54210526 0.53684211 0.52105263]; 0.5506329113924051; 0.5126582278481012; 0.5360303413400759; 0.16091954022988506; 0.08842105263157894; 0.5389473684210526; 0.3879310344827587; 0.29411764705882354; 0.5427643450018045; 0.3362068965517242; 0.2484076433121019; 0.5109962744862396; 0.25557809330628806; 0.16050955414012738; 0.5332033341591478
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.56770833 0.5625     0.56315789 0.52105263 0.59473684]; 0.5283018867924528; 0.550314465408805; 0.6018867924528302; 0.4620253164556962; 0.3060796645702306; 0.6436058700209644; 0.3243243243243244; 0.22641509433962265; 0.5283018867924528; 0.3470319634703196; 0.24358974358974358; 0.5446343779677113; 0.4100652376514446; 0.2777777777777778; 0.6006683375104428
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.58854167 0.65625    0.58333333 0.61979167 0.65104167]; 0.5375; 0.54375; 0.726875; 0.8270858524788393; 0.7125; 0.8510416666666666; 0.4931506849315069; 0.45569620253164556; 0.5364900765744648; 0.5034013605442177; 0.4625; 0.54375; 0.6907289455060156; 0.6115288220551378; 0.7265873536709605
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; 10; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.49583333 0.52083333 0.55       0.50833333 0.51666667]; 0.519774011299435; 0.5875706214689266; 0.6032494758909853; 0.41897233201581024; 0.265; 0.6325000000000001; 0.3089430894308943; 0.20540540540540542; 0.5346553654245962; 0.3652173913043478; 0.2485207100591716; 0.5729090036782344; 0.38704453441295544; 0.25052410901467503; 0.6032494758909853
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55042017 0.56302521 0.55882353 0.56722689 0.58474576]; 0.5055555555555555; 0.5527777777777778; 0.6163522012578616; 0.5130111524163569; 0.3484848484848485; 0.6691919191919192; 0.2393162393162393; 0.14814814814814814; 0.5243664717348928; 0.25806451612903225; 0.16374269005847952; 0.5342522974101922; 0.4181240063593004; 0.27568134171907754; 0.6163522012578616
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56722689 0.55462185 0.58403361 0.56302521 0.6092437 ]; 0.5153203342618384; 0.5654596100278552; 0.7232704402515723; 0.8047337278106509; 0.6857142857142857; 0.8336134453781512; 0.49418604651162795; 0.45454545454545453; 0.5179704016913319; 0.5357142857142857; 0.5232558139534884; 0.5637669444098993; 0.6883116883116883; 0.6111111111111112; 0.7232704402515724
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52083333 0.56666667 0.54201681 0.57983193 0.59243697]; 0.5490196078431373; 0.5238095238095238; 0.7117400419287212; 0.8249400479616307; 0.864321608040201; 0.8165829145728642; 0.5985037406483791; 0.6417112299465241; 0.544385026737968; 0.5478723404255318; 0.6058823529411764; 0.5275401069518717; 0.7287968441814596; 0.7746331236897275; 0.7117400419287213
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.55       0.55       0.60504202 0.56302521 0.56722689]; 0.5630252100840336; 0.5546218487394958; 0.7693920335429769; 0.9043611323641928; 0.9899497487437185; 0.8953098827470688; 0.43065693430656937; 0.34911242603550297; 0.5522157874858366; 0.5137614678899082; 0.44680851063829785; 0.5606823618280247; 0.7693920335429769; 0.7693920335429769; 0.7693920335429769
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.58403361 0.6092437  0.60084034 0.57142857 0.57563025]; 0.5153203342618384; 0.5459610027855153; 0.75; 0.8878205128205129; 0.9310924369747899; 0.8823529411764707; 0.5421052631578948; 0.5919540229885057; 0.5175986331158745; 0.5935162094763092; 0.6432432432432432; 0.5428859894377136; 0.7649088220798422; 0.8134171907756813; 0.75
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57142857 0.57142857 0.55882353 0.48319328 0.55508475]; 0.5305555555555556; 0.5; 0.5356394129979035; 0.33457249070631967; 0.22727272727272727; 0.547979797979798; 0.21395348837209302; 0.12994350282485875; 0.5239881448550523; 0.1743119266055046; 0.10382513661202186; 0.5067148281930165; 0.2854838709677419; 0.18553459119496854; 0.5356394129979036
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.60833333 0.55416667 0.56666667 0.55462185 0.57563025]; 0.5421348314606742; 0.5084269662921348; 0.6042976939203354; 0.4660691421254802; 0.30434782608695654; 0.6513377926421405; 0.3236514522821577; 0.22674418604651161; 0.531850353892821; 0.30278884462151395; 0.20652173913043478; 0.5189585439838221; 0.40691280439905736; 0.27148846960167716; 0.6042976939203355
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5875     0.62916667 0.60504202 0.60084034 0.66386555]; 0.5630252100840336; 0.5910364145658263; 0.7337526205450734; 0.7968441814595661; 0.6767169179229481; 0.8274706867671692; 0.5517241379310345; 0.5079365079365079; 0.566468253968254; 0.532051282051282; 0.49404761904761907; 0.585648148148148; 0.6965352449223418; 0.6111111111111112; 0.7337526205450734
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53125    0.57692308 0.55944056 0.52797203 0.54545455]; 0.5630252100840336; 0.5588235294117647; 0.6053459119496856; 0.3914988814317673; 0.24441340782122906; 0.6201117318435754; 0.4285714285714286; 0.3277310924369748; 0.5630252100840336; 0.4444444444444445; 0.35294117647058826; 0.5588235294117647; 0.40474308300395256; 0.26834381551362685; 0.6053459119496856
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.54195804 0.54545455 0.52797203 0.56690141]; 0.5666666666666667; 0.5625; 0.6247379454926625; 0.45189189189189194; 0.2927170868347339; 0.6449579831932774; 0.388235294117647; 0.2796610169491525; 0.5619616560155597; 0.34782608695652173; 0.22950819672131148; 0.5681439288691303; 0.42993630573248404; 0.2830188679245283; 0.6247379454926624
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.57291667 0.625      0.60839161 0.59090909 0.58391608]; 0.5527426160337553; 0.6075949367088608; 0.7636268343815513; 0.7917355371900827; 0.6680613668061367; 0.8242677824267783; 0.43617021276595747; 0.35344827586206895; 0.5486249643773154; 0.5079365079365079; 0.39669421487603307; 0.6121402108862923; 0.7158160050409579; 0.5953878406708596; 0.7636268343815514
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59375    0.56944444 0.52447552 0.56993007 0.55244755]; 0.569620253164557; 0.5443037974683544; 0.649895178197065; 0.7165841584158417; 0.8075313807531381; 0.6806136680613668; 0.6136363636363635; 0.6230769230769231; 0.5638749101365925; 0.5344827586206897; 0.5794392523364486; 0.5474119338605319; 0.6837121212121211; 0.7568134171907757; 0.649895178197065
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.55944056 0.55244755 0.6048951  0.59090909 0.55985915]; 0.5125; 0.5208333333333334; 0.799266247379455; 0.903267136450993; 0.9873949579831933; 0.8942577030812326; 0.47533632286995514; 0.4140625; 0.51953125; 0.4651162790697675; 0.44642857142857145; 0.5161830357142857; 0.8084042021010506; 0.8469601677148847; 0.7992662473794548
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.55902778 0.55208333 0.54513889 0.54861111 0.5034965 ]; 0.5276595744680851; 0.5617021276595745; 0.7783018867924528; 0.8508208422555317; 0.8289290681502086; 0.8546592489568845; 0.46376811594202894; 0.42857142857142855; 0.5232288037166086; 0.538116591928251; 0.4878048780487805; 0.5653310104529616; 0.768978700163845; 0.7379454926624738; 0.7783018867924528
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54861111 0.51736111 0.52797203 0.53146853 0.54895105]; 0.5316455696202531; 0.5274261603375527; 0.5906708595387841; 0.37303370786516854; 0.2315202231520223; 0.6108786610878661; 0.25503355704697983; 0.16379310344827586; 0.5240453120547164; 0.2631578947368421; 0.1652892561983471; 0.5352308349957252; 0.3442485306465155; 0.2148846960167715; 0.590670859538784
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.57692308 0.56993007 0.54895105 0.55633803]; 0.6041666666666666; 0.475; 0.6132075471698113; 0.4324917672886938; 0.2759103641456583; 0.6379551820728291; 0.4311377245508982; 0.3364485981308411; 0.5779987351556461; 0.35714285714285715; 0.2631578947368421; 0.5007378258730939; 0.4207221350078493; 0.2809224318658281; 0.6132075471698113
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61111111 0.59375    0.61188811 0.60839161 0.59440559]; 0.5358649789029536; 0.4978902953586498; 0.7515723270440252; 0.7996729354047425; 0.6820083682008368; 0.8291492329149232; 0.4444444444444445; 0.3893805309734513; 0.5293676848415644; 0.44651162790697674; 0.3870967741935484; 0.5032829003711106; 0.7102689486552568; 0.6090146750524109; 0.7515723270440252
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.52083333 0.54166667 0.5        0.52083333]; 0.41875; 0.49375; 0.5275; 0.5506607929515419; 0.5208333333333334; 0.5750000000000001; 0.25599999999999995; 0.19753086419753085; 0.42155024222534776; 0.2831858407079646; 0.20512820512820512; 0.48671044402751723; 0.45375722543352603; 0.39348370927318294; 0.5271657947862174
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; 4; ica_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.75       0.75531915 0.68085106 0.67021277 0.63829787]; 0.5031847133757962; 0.40764331210191085; 0.7786259541984732; 0.9936034115138593; 0.9872881355932204; 0.9936440677966102; 0.61; 0.8472222222222222; 0.5294934640522876; 0.5079365079365079; 0.6857142857142857; 0.4348111658456486; 0.7972027972027972; 0.9047619047619048; 0.7832633053221288
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.77083333 0.79166667 0.64583333 0.62765957 0.79787234]; 0.5; 0.5189873417721519; 0.7929292929292929; 0.9809725158562368; 0.9747899159663865; 0.98109243697479; 0.6325581395348836; 0.8292682926829268; 0.487002567394095; 0.62; 0.7294117647058823; 0.5016921837228041; 0.8153153153153153; 0.8938271604938272; 0.7905828308929084
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.76041667 0.78125    0.73958333 0.77083333]; 0.50625; 0.475; 0.77875; 0.97119341563786; 0.9833333333333333; 0.9708333333333333; 0.26168224299065423; 0.18421052631578946; 0.4909147869674185; 0.288135593220339; 0.22666666666666666; 0.46039215686274504; 0.751054852320675; 0.6828644501278772; 0.7766400490248188
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.8125     0.82291667 0.77083333 0.8125    ]; 0.49375; 0.45; 0.78875; 1.0; 1.0; 1.0; 0.5423728813559322; 0.6075949367088608; 0.49515549304578843; 0.5111111111111111; 0.5609756097560976; 0.4471544715447155; 0.7980884109916369; 0.8329177057356608; 0.78863930399565
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.79166667 0.79166667 0.82291667 0.8125    ]; 0.5; 0.5; 0.79875; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5918367346938775; 0.5979381443298969; 0.47357224676812304; 0.5652173913043479; 0.6419753086419753; 0.49820284419440536; 0.8125727590221187; 0.8349282296650717; 0.7970452666649965
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.64583333 0.66666667 0.57291667 0.55208333]; 0.60625; 0.53125; 0.65125; 0.6337662337662339; 0.5083333333333333; 0.7062499999999999; 0.6440677966101696; 0.6867469879518072; 0.6031137537161633; 0.5222929936305732; 0.5616438356164384; 0.53369548102661; 0.6119610570236439; 0.5555555555555556; 0.6503025302530253
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.6875     0.72916667 0.64893617 0.76595745]; 0.4810126582278481; 0.6012658227848101; 0.8068181818181818; 0.9829059829059829; 0.9663865546218487; 0.9831932773109244; 0.48750000000000004; 0.52; 0.48289156626506025; 0.6134969325153375; 0.6329113924050633; 0.6012658227848101; 0.8065739570164349; 0.8137755102040817; 0.806887755102041
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.78125    0.8125     0.76595745 0.70212766 0.62765957]; 0.5379746835443038; 0.5; 0.7772151898734178; 0.9482758620689655; 0.9282700421940928; 0.949367088607595; 0.6096256684491979; 0.7808219178082192; 0.5551168412570509; 0.5906735751295337; 0.6951219512195121; 0.49229781771501924; 0.7914691943127962; 0.8520408163265306; 0.7777792021331145
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.55555556 0.56944444 0.54166667 0.50694444 0.54166667]; 0.5541666666666667; 0.5083333333333333; 0.5566666666666666; 0.6554433221099888; 0.8111111111111111; 0.5736111111111111; 0.6219081272084804; 0.704; 0.5476521739130434; 0.593103448275862; 0.7478260869565218; 0.5179130434782608; 0.6366120218579234; 0.7766666666666666; 0.5566666666666666
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.74305556 0.69444444 0.78472222 0.68055556 0.73611111]; 0.475; 0.5416666666666666; 0.8033333333333333; 1.0; 1.0; 1.0; 0.5367647058823529; 0.5934959349593496; 0.47196164269335; 0.6099290780141844; 0.7288135593220338; 0.5447346485134759; 0.814756671899529; 0.8635607321131448; 0.803232786757741
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.68055556 0.65972222 0.67361111 0.75       0.6971831 ]; 0.5313807531380753; 0.5397489539748954; 0.8068561872909699; 0.9874125874125874; 0.9832869080779945; 0.9874651810584958; 0.5213675213675214; 0.5126050420168067; 0.5313025210084034; 0.5217391304347826; 0.5042016806722689; 0.5396008403361344; 0.8040712468193385; 0.7939698492462312; 0.8068346742057534
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.70138889 0.76760563 0.73943662 0.73239437]; 0.49159663865546216; 0.47478991596638653; 0.7789915966386555; 0.9762900976290098; 0.9803921568627451; 0.9761904761904763; 0.550185873605948; 0.7474747474747475; 0.5284136327301794; 0.5283018867924528; 0.5882352941176471; 0.47478991596638664; 0.7897681854516386; 0.8591304347826086; 0.7815977377165076
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.78472222 0.75694444 0.77083333 0.8125     0.74305556]; 0.55; 0.49166666666666664; 0.8066666666666666; 0.9972222222222222; 0.9972222222222222; 0.9972222222222222; 0.6058394160583942; 0.6693548387096774; 0.5458843159065628; 0.5611510791366906; 0.6046511627906976; 0.482505761575529; 0.8176100628930817; 0.8482871125611745; 0.8057449191425976
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.79861111 0.78472222 0.84722222 0.79166667 0.84027778]; 0.5208333333333334; 0.5625; 0.8141666666666667; 0.9958275382475661; 0.9944444444444445; 0.9958333333333333; 0.5106382978723405; 0.4838709677419355; 0.5221078976640712; 0.5116279069767442; 0.5238095238095238; 0.5582010582010581; 0.8092386655260907; 0.8030560271646859; 0.8139666387869255
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.64583333 0.62676056 0.61971831 0.61267606]; 0.5336134453781513; 0.5168067226890757; 0.6470588235294118; 0.7342465753424658; 0.7507002801120448; 0.7282913165266106; 0.5963636363636363; 0.6356589147286822; 0.5242514757129649; 0.5593869731800766; 0.6239316239316239; 0.5185773822137458; 0.6682464454976302; 0.7014925373134329; 0.6463169671234967
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.72916667 0.70833333 0.77083333 0.77083333]; 0.5166666666666667; 0.5583333333333333; 0.8033333333333333; 0.9805013927576602; 0.9777777777777777; 0.9805555555555555; 0.4821428571428572; 0.43902439024390244; 0.5186574942672504; 0.5137614678899083; 0.4745762711864407; 0.5569602667407614; 0.796551724137931; 0.7687188019966722; 0.8033911205308903
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.72222222 0.72535211 0.76760563 0.71830986]; 0.5336134453781513; 0.5210084033613446; 0.7966386554621848; 0.9760900140646976; 0.9719887955182073; 0.9761904761904763; 0.5469387755102041; 0.5491803278688525; 0.5332108535895986; 0.5546875; 0.6016949152542372; 0.521680790960452; 0.8003300330033004; 0.8123953098827471; 0.7965855132887597
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.48958333 0.51041667 0.47368421 0.55263158 0.46842105]; 0.48427672955974843; 0.4968553459119497; 0.5031446540880503; 0.6324921135646688; 0.8406708595387841; 0.5115303983228512; 0.6057692307692307; 0.8344370860927153; 0.501050878375699; 0.6244131455399061; 0.8209876543209876; 0.49062203228869894; 0.6255924170616114; 0.8354430379746836; 0.5052215189873418
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.67894737 0.71052632 0.71052632 0.80526316 0.65789474]; 0.4936708860759494; 0.5189873417721519; 0.8027812895069533; 1.0; 1.0; 1.0; 0.5939086294416244; 0.6923076923076923; 0.4788069073783359; 0.6142131979695432; 0.7333333333333333; 0.5090507726269315; 0.8204833141542002; 0.8813349814585909; 0.8009520961626719
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.71875    0.70526316 0.72631579 0.72631579]; 0.4937106918238994; 0.5345911949685535; 0.7962264150943397; 0.9840933191940615; 0.9727463312368972; 0.9842767295597485; 0.5683646112600537; 0.654320987654321; 0.49062203228869894; 0.5999999999999999; 0.6491228070175439; 0.5252416756176155; 0.8078291814946621; 0.8407407407407408; 0.7953703703703704
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.75       0.73958333 0.73958333 0.765625   0.78645833]; 0.528125; 0.490625; 0.788125; 0.9740394600207685; 0.9770833333333333; 0.9739583333333333; 0.18378378378378377; 0.1111111111111111; 0.510645375914837; 0.14659685863874347; 0.08860759493670886; 0.4856618221597125; 0.7468259895444361; 0.6321112515802781; 0.7863893711547868
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.81052632 0.79473684 0.76315789 0.75263158 0.81052632]; 0.5; 0.4778481012658228; 0.7926675094816688; 0.9947312961011593; 0.9936842105263158; 0.9947368421052633; 0.5123456790123457; 0.6240601503759399; 0.5169481079748552; 0.5189504373177842; 0.5297619047619048; 0.47434041184041187; 0.7970297029702971; 0.8298969072164949; 0.7933603642782228
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.67368421 0.71052632 0.73684211 0.67368421 0.74736842]; 0.509493670886076; 0.5031645569620253; 0.8015170670037927; 0.9978902953586498; 0.9957894736842106; 0.9978947368421053; 0.4951140065146579; 0.475; 0.5099358974358975; 0.5109034267912772; 0.5359477124183006; 0.5041701752275551; 0.8007614213197969; 0.800761421319797; 0.8015142119193444
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69270833 0.609375   0.58854167 0.66315789 0.63157895]; 0.5031446540880503; 0.48742138364779874; 0.6136934673366834; 0.712890625; 0.7635983263598326; 0.692468619246862; 0.5093167701863354; 0.49696969696969695; 0.5033868092691622; 0.5075528700906344; 0.5316455696202531; 0.4876977848101265; 0.6332737030411448; 0.6629213483146067; 0.6133822923621075
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.671875   0.64736842 0.68947368 0.67368421 0.69473684]; 0.5457413249211357; 0.48264984227129337; 0.798234552332913; 0.9873150105708245; 0.9810924369747899; 0.9873949579831933; 0.583815028901734; 0.643312101910828; 0.546656050955414; 0.514792899408284; 0.5576923076923077; 0.4838150979455327; 0.8036809815950919; 0.8301647655259823; 0.7983948043439196
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.71578947 0.72631579 0.71578947 0.78421053 0.70212766]; 0.5189873417721519; 0.49683544303797467; 0.7873417721518987; 0.9732047159699893; 0.9578059071729957; 0.9736286919831224; 0.6102564102564102; 0.7168674698795181; 0.5084337349397591; 0.5891472868217055; 0.7651006711409396; 0.5112928505405296; 0.8035087719298246; 0.870722433460076; 0.7874471838602529
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51680672 0.5210084  0.5        0.5        0.51260504]; 0.479108635097493; 0.5431754874651811; 0.5146750524109015; 0.605353466026081; 0.7411764705882353; 0.5168067226890756; 0.5681293302540416; 0.6684782608695652; 0.4742391304347826; 0.6255707762557078; 0.7828571428571428; 0.5490372670807453; 0.602233676975945; 0.7348008385744235; 0.5146750524109014
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65966387 0.68067227 0.68907563 0.66806723 0.67372881]; 0.44166666666666665; 0.4666666666666667; 0.7940251572327044; 1.0; 1.0; 1.0; 0.567741935483871; 0.7415730337078652; 0.44496234102975685; 0.5770925110132159; 0.7197802197802198; 0.46382269415977284; 0.8134788799240625; 0.8983228511530398; 0.7940251572327043
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72268908 0.64705882 0.69327731 0.73109244 0.72457627]; 0.4444444444444444; 0.5083333333333333; 0.7924528301886793; 0.9839119390347163; 0.9781144781144782; 0.9840067340067341; 0.5454545454545454; 0.6629834254143646; 0.44322355628260135; 0.6040268456375838; 0.7541899441340782; 0.509691657149912; 0.8085106382978723; 0.8763102725366876; 0.7924528301886793
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; 10; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.75833333 0.775      0.74166667 0.77083333 0.75630252]; 0.5521126760563381; 0.4788732394366197; 0.8071278825995807; 0.9798994974874372; 0.9766277128547579; 0.9799666110183639; 0.4498269896193771; 0.38235294117647056; 0.5452305246422893; 0.3853820598006645; 0.31351351351351353; 0.4861685214626391; 0.7937219730941704; 0.7421383647798742; 0.8071278825995807
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.76666667 0.75416667 0.78571429 0.80672269 0.7394958 ]; 0.48179271708683474; 0.4957983193277311; 0.8081761006289309; 0.9991631799163181; 1.0; 0.9991624790619765; 0.4986449864498645; 0.4972972972972973; 0.48120678818353246; 0.48863636363636365; 0.5; 0.495945945945946; 0.8089770354906055; 0.8123689727463312; 0.8081761006289307
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8        0.77310924 0.81092437 0.76470588 0.80672269]; 0.5195530726256983; 0.5363128491620112; 0.8212788259958071; 0.9974811083123426; 0.9966442953020134; 0.9974832214765099; 0.5141242937853108; 0.5321637426900585; 0.520092566532195; 0.5677083333333334; 0.5828877005347594; 0.5341339087469119; 0.8232244686365991; 0.8322851153039832; 0.8212788259958071
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61764706 0.57142857 0.58403361 0.57563025 0.63135593]; 0.4861111111111111; 0.49722222222222223; 0.6147798742138365; 0.7059760956175299; 0.7457912457912458; 0.6893939393939393; 0.47592067988668557; 0.4827586206896552; 0.4860029662588061; 0.5147453083109921; 0.5161290322580645; 0.49657026325546905; 0.6289752650176679; 0.6530398322851153; 0.6147798742138364
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6625     0.66806723 0.69747899 0.69747899 0.76470588]; 0.43854748603351956; 0.4776536312849162; 0.7908805031446541; 0.9907016060862216; 0.9832214765100671; 0.9907718120805369; 0.5314685314685315; 0.6333333333333333; 0.43745318352059925; 0.5740318906605922; 0.7078651685393258; 0.4789325842696629; 0.8054607508532424; 0.8658280922431866; 0.7908805031446541
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.71666667 0.75416667 0.675      0.72083333 0.70168067]; 0.504225352112676; 0.476056338028169; 0.789832285115304; 0.9669771380186283; 0.9532554257095158; 0.9674457429048414; 0.5138121546961325; 0.5406976744186046; 0.5053215148049308; 0.4945652173913044; 0.4972677595628415; 0.4753780658279324; 0.7901622187336472; 0.7914046121593291; 0.7898322851153039
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5034965  0.51398601 0.4965035  0.48951049 0.51408451]; 0.5125; 0.5041666666666667; 0.5351153039832285; 0.5974025974025974; 0.6764705882352942; 0.5441176470588236; 0.6188925081433225; 0.8189655172413793; 0.5223859844271413; 0.6292834890965732; 0.8145161290322581; 0.4934649610678532; 0.6048997772828508; 0.7117400419287212; 0.5351153039832286
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72569444 0.69097222 0.69230769 0.68531469 0.73076923]; 0.459915611814346; 0.4978902953586498; 0.8705450733752621; 1.0; 1.0; 1.0; 0.5460992907801419; 0.6581196581196581; 0.4623931623931624; 0.5795053003533569; 0.6833333333333333; 0.49551282051282053; 0.8764382191095548; 0.9182389937106918; 0.870545073375262
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.71328671 0.6958042  0.6993007  0.71478873]; 0.4375; 0.4666666666666667; 0.8542976939203354; 0.9894884372810092; 0.988795518207283; 0.9894957983193278; 0.5423728813559322; 0.6504065040650406; 0.4320408588701272; 0.5616438356164384; 0.7008547008547008; 0.4723785699395455; 0.861966236345581; 0.909853249475891; 0.8542976939203355
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.74475524 0.6958042  0.73426573 0.75874126 0.72727273]; 0.4769874476987448; 0.5355648535564853; 0.8548218029350105; 0.9712683952347583; 0.9692307692307692; 0.9713286713286715; 0.30939226519337015; 0.23728813559322035; 0.4740159686230565; 0.3431952662721893; 0.2396694214876033; 0.5393262361675305; 0.8441193021947102; 0.7861635220125787; 0.8548218029350106
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77272727 0.72027972 0.77272727 0.78671329 0.75352113]; 0.5041666666666667; 0.5041666666666667; 0.8742138364779874; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.38974358974358975; 0.31666666666666665; 0.5041666666666667; 0.34972677595628415; 0.26666666666666666; 0.5041666666666667; 0.8669623059866961; 0.8197064989517819; 0.8742138364779873
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.75347222 0.73426573 0.78671329 0.76573427 0.74825175]; 0.5462184873949579; 0.5630252100840336; 0.8867924528301887; 0.9972027972027971; 0.9958100558659218; 0.9972067039106145; 0.6058394160583942; 0.7155172413793104; 0.5503815715093273; 0.6258992805755396; 0.7131147540983607; 0.559143583945732; 0.8910191725529767; 0.9255765199161425; 0.8867924528301886
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.58333333 0.58041958 0.58391608 0.6013986  0.58041958]; 0.47058823529411764; 0.5168067226890757; 0.6263102725366876; 0.693107932379714; 0.744413407821229; 0.6703910614525139; 0.5827814569536424; 0.7719298245614035; 0.48273910582908885; 0.630225080385852; 0.7903225806451613; 0.5048104131295982; 0.6685262668526267; 0.7536687631027253; 0.6263102725366876
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69444444 0.69230769 0.68531469 0.68881119 0.66783217]; 0.5588235294117647; 0.5630252100840336; 0.8810272536687631; 0.9873772791023844; 0.9832402234636871; 0.9874301675977653; 0.6601941747572815; 0.8095238095238095; 0.5431547619047619; 0.6388888888888888; 0.8214285714285714; 0.5773809523809523; 0.8877904102817596; 0.9412997903563941; 0.8810272536687631
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74475524 0.68531469 0.67482517 0.71678322 0.68661972]; 0.4875; 0.475; 0.8574423480083857; 0.9838142153413089; 0.9789915966386554; 0.9838935574229692; 0.4938271604938272; 0.5309734513274337; 0.48989617448261447; 0.55; 0.6062992125984252; 0.4668664204585046; 0.8600823045267489; 0.8763102725366876; 0.8574423480083856
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.59375    0.56382979 0.5106383  0.60638298]; 0.5569620253164557; 0.5949367088607594; 0.5936708860759494; 0.5995717344753748; 0.5907172995780591; 0.6054852320675105; 0.46153846153846156; 0.379746835443038; 0.5569620253164558; 0.6097560975609756; 0.5494505494505495; 0.6030834836804986; 0.5781865965834428; 0.5405405405405406; 0.5953355444217063
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.9375     0.91666667 0.94791667 0.95744681]; 0.5094339622641509; 0.559748427672956; 0.8140703517587939; 1.0; 1.0; 1.0; 0.5465116279069767; 0.6351351351351351; 0.5175675675675675; 0.5882352941176471; 0.6666666666666666; 0.5654761904761905; 0.8195121951219513; 0.865979381443299; 0.8153426318981201
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.91666667 0.9375     0.95833333 0.92708333 0.94680851]; 0.5471698113207547; 0.5283018867924528; 0.8140703517587939; 0.9979123173277662; 1.0; 0.997907949790795; 0.608695652173913; 0.6222222222222222; 0.5357487922705314; 0.6192893401015229; 0.7093023255813954; 0.5121854093660402; 0.827906976744186; 0.8578313253012049; 0.8121177623881353
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.8125     0.66666667 0.76041667 0.72916667]; 0.5875; 0.5; 0.715; 0.8255319148936171; 0.8083333333333333; 0.8291666666666667; 0.547945205479452; 0.547945205479452; 0.5843174303259329; 0.4444444444444445; 0.4266666666666667; 0.49568627450980396; 0.7; 0.6855670103092784; 0.71414272845561
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.73958333 0.66666667 0.77083333 0.64583333]; 0.5125; 0.58125; 0.815; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.5357142857142857; 0.5232558139534884; 0.5116279069767442; 0.5037037037037038; 0.4927536231884058; 0.570552635770027; 0.8107416879795396; 0.8025316455696202; 0.8148460696983904
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.91666667 0.89583333 0.78125    0.78125   ]; 0.525; 0.5625; 0.8075; 0.9832635983263599; 0.9791666666666666; 0.9833333333333333; 0.5913978494623656; 0.7142857142857143; 0.53184165232358; 0.6022727272727274; 0.7464788732394366; 0.5811046051590442; 0.8166666666666668; 0.884020618556701; 0.8097287558802923
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.96875    0.94791667 0.93617021 0.94680851 0.92553191]; 0.5443037974683544; 0.44936708860759494; 0.7962025316455696; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.6288659793814432; 0.8026315789473685; 0.5537548138639282; 0.5297297297297298; 0.5903614457831325; 0.44184738955823294; 0.8112543962485345; 0.8737373737373737; 0.7960057427062502
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.88297872 0.91489362 0.96808511 0.92553191 0.9787234 ]; 0.5; 0.4935897435897436; 0.7979539641943734; 0.9978768577494692; 1.0; 0.9978723404255319; 0.5411764705882353; 0.6216216216216216; 0.505932762030323; 0.5683060109289617; 0.65; 0.4894736842105263; 0.8082524271844661; 0.8560411311053985; 0.798249573186287
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.89583333 0.92708333 0.9375     0.90425532 0.91489362]; 0.5379746835443038; 0.5949367088607594; 0.827020202020202; 1.0; 1.0; 1.0; 0.5921787709497206; 0.6309523809523809; 0.5316924066924067; 0.6595744680851063; 0.775; 0.5926282051282051; 0.8374851720047449; 0.8781094527363185; 0.8262342135476465
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.53472222 0.64084507 0.53521127 0.48591549 0.57746479]; 0.5485232067510548; 0.5358649789029536; 0.5497470489038786; 0.4960254372019078; 0.43820224719101125; 0.5547752808988764; 0.4623115577889447; 0.36220472440944884; 0.5629205440229063; 0.42105263157894735; 0.35714285714285715; 0.5265714285714286; 0.47544204322200395; 0.40672268907563025; 0.5502310568897609
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.90277778 0.90277778 0.92957746 0.97183099 0.92253521]; 0.5126050420168067; 0.4327731092436975; 0.788235294117647; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.573529411764706; 0.609375; 0.5046875; 0.49056603773584906; 0.5603448275862069; 0.4359101187111362; 0.7984; 0.8302828618968386; 0.7878069657531732
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.9084507  0.95070423 0.96478873 0.94366197 0.93661972]; 0.5211864406779662; 0.5466101694915254; 0.8130287648054145; 0.9985935302390998; 1.0; 0.9985915492957746; 0.5271966527196653; 0.525; 0.5211206896551723; 0.5668016194331984; 0.603448275862069; 0.5475574712643678; 0.8153717627401837; 0.8257191201353637; 0.8130287648054145
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.76388889 0.6875     0.79166667 0.79861111 0.79166667]; 0.5083333333333333; 0.5291666666666667; 0.765; 0.9290681502086231; 0.9277777777777778; 0.9291666666666667; 0.5426356589147286; 0.603448275862069; 0.5114015572858731; 0.5860805860805861; 0.6451612903225806; 0.525166852057842; 0.7744000000000001; 0.8066666666666666; 0.765
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.72916667 0.73239437 0.71126761 0.75352113]; 0.5210084033613446; 0.5798319327731093; 0.8151260504201681; 0.9916434540389972; 0.9971988795518207; 0.9915966386554622; 0.46226415094339623; 0.4260869565217391; 0.5179215270413573; 0.5575221238938053; 0.4846153846153846; 0.5895299145299145; 0.8096885813148789; 0.7774086378737541; 0.8155750672361968
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.8125     0.81944444 0.77777778 0.76056338 0.76056338]; 0.47058823529411764; 0.5336134453781513; 0.785234899328859; 0.9737206085753805; 0.9832402234636871; 0.973463687150838; 0.4878048780487805; 0.5309734513274337; 0.4734867256637168; 0.5577689243027888; 0.5882352941176471; 0.5336134453781513; 0.7901639344262296; 0.8169491525423729; 0.7855509882313193
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.94366197 0.94366197 0.92253521 0.92253521 0.91549296]; 0.5423728813559322; 0.5550847457627118; 0.8181049069373942; 0.9971910112359551; 1.0; 0.9971830985915493; 0.5748031496062992; 0.6347826086956522; 0.5446640316205533; 0.5783132530120483; 0.6923076923076923; 0.5696386946386947; 0.8230452674897119; 0.8710801393728222; 0.8195861223179901
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.93055556 0.94444444 0.95070423 0.88028169 0.93661972]; 0.6050420168067226; 0.5840336134453782; 0.8378151260504202; 1.0; 1.0; 1.0; 0.6824324324324323; 0.7709923664122137; 0.5864307626453592; 0.623574144486692; 0.7130434782608696; 0.5882290562036054; 0.8483896307934015; 0.8955223880597015; 0.8370286556993568
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.97916667 0.93055556 0.96478873 0.95774648 0.93661972]; 0.5210084033613446; 0.542016806722689; 0.8126050420168067; 1.0; 1.0; 1.0; 0.5511811023622046; 0.5785123966942148; 0.5200254291163382; 0.5947955390334572; 0.6666666666666666; 0.5409604519774011; 0.8197251414713016; 0.8478260869565217; 0.8124265569917744
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.5625     0.546875   0.609375   0.66145833 0.59375   ]; 0.5875; 0.590625; 0.5925; 0.6113886113886112; 0.6375; 0.5947916666666666; 0.5849056603773584; 0.5568862275449101; 0.5889006301123243; 0.5589225589225589; 0.564625850340136; 0.5886713066729582; 0.5965346534653465; 0.6070528967254408; 0.5926083342187999
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.90104167 0.88421053 0.90526316 0.87368421 0.9       ]; 0.5646687697160884; 0.5709779179810726; 0.8266078184110971; 0.998950682056663; 1.0; 0.9989495798319328; 0.5941176470588235; 0.5838150289017341; 0.5627408477842004; 0.5723270440251571; 0.6066666666666667; 0.5727944111776447; 0.8292985723153321; 0.8360450563204005; 0.8265358699645204
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.9375     0.9375     0.92631579 0.91052632 0.93157895]; 0.5031446540880503; 0.4716981132075472; 0.7930817610062894; 0.9968586387434555; 0.9979035639412998; 0.9968553459119497; 0.5797872340425533; 0.7266666666666667; 0.5151190476190476; 0.5670103092783504; 0.6586826347305389; 0.46179164849109733; 0.808609656777196; 0.8753148614609572; 0.7931850689214335
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80729167 0.78645833 0.79166667 0.74736842 0.77368421]; 0.41509433962264153; 0.5283018867924528; 0.7430904522613065; 0.9237199582027167; 0.9246861924686193; 0.9236401673640167; 0.4294478527607362; 0.47297297297297297; 0.4188394276629571; 0.5562130177514792; 0.5838509316770186; 0.5275942556474265; 0.7476866132017274; 0.770012706480305; 0.7433914464078543
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.72105263 0.73684211 0.76842105 0.77368421 0.74468085]; 0.5316455696202531; 0.47151898734177217; 0.7854430379746835; 0.9751037344398339; 0.9915611814345991; 0.9746835443037974; 0.4965986394557823; 0.4319526627218935; 0.539105583061627; 0.40569395017793597; 0.38513513513513514; 0.4663770913770914; 0.779727095516569; 0.7585335018963337; 0.785477143850575
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.78645833 0.75520833 0.78421053 0.84736842 0.79473684]; 0.5628930817610063; 0.5628930817610063; 0.8125786163522013; 0.9791666666666666; 0.9853249475890985; 0.979035639412998; 0.580060422960725; 0.6037735849056604; 0.5628930817610063; 0.5696594427244582; 0.5859872611464968; 0.5631799659769751; 0.815365551425031; 0.8297604035308953; 0.8126217325057237
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.91666667 0.91578947 0.91052632 0.92631579 0.92631579]; 0.5425867507886435; 0.526813880126183; 0.7881462799495587; 0.9560557341907824; 0.9369747899159664; 0.9569327731092437; 0.611260053619303; 0.7450980392156863; 0.5493782879005261; 0.6153846153846154; 0.7228915662650602; 0.5170749222053779; 0.8018867924528302; 0.8553459119496856; 0.7879763693756014
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.95833333 0.921875   0.94270833 0.94270833 0.94210526]; 0.5360501567398119; 0.5517241379310345; 0.8164160401002506; 0.997907949790795; 0.9958246346555324; 0.9979123173277662; 0.6509433962264152; 0.8571428571428571; 0.533001808318264; 0.6772009029345372; 0.8670520231213873; 0.5225671074511047; 0.8392759188151399; 0.940959409594096; 0.8140301517957707
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.96354167 0.9375     0.9375     0.921875   0.953125  ]; 0.490625; 0.45; 0.786875; 0.9979166666666667; 0.9979166666666667; 0.9979166666666668; 0.5459610027855154; 0.6125; 0.4906250000000001; 0.5268817204301074; 0.6012269938650306; 0.44711031221913955; 0.7983441750443524; 0.8405977584059776; 0.7866727813359875
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.56666667 0.60416667 0.62605042 0.6302521  0.58403361]; 0.5602240896358543; 0.6050420168067226; 0.6074423480083857; 0.605424321959755; 0.5795644891122278; 0.6222780569514238; 0.49190938511326854; 0.42696629213483145; 0.5598518611512145; 0.5740181268882176; 0.5307262569832403; 0.6052507689410583; 0.5799214806505888; 0.5419287211740041; 0.6074423480083857
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92016807 0.91176471 0.91176471 0.91596639 0.88983051]; 0.5361111111111111; 0.5555555555555556; 0.8265199161425576; 0.9966273187183812; 0.9949494949494949; 0.9966329966329965; 0.5295774647887325; 0.5433526011560693; 0.5363821829309758; 0.5789473684210527; 0.5882352941176471; 0.5542332539952398; 0.827693909422176; 0.8333333333333334; 0.8265199161425576
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94957983 0.93277311 0.94537815 0.93277311 0.92857143]; 0.46518105849582175; 0.520891364902507; 0.8066037735849056; 0.995787700084246; 0.9932773109243698; 0.9957983193277311; 0.5317073170731708; 0.5891891891891892; 0.46126126126126127; 0.5742574257425742; 0.6666666666666666; 0.5252252252252252; 0.815592203898051; 0.8553459119496856; 0.8066037735849056
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.74583333 0.7375     0.69747899 0.68907563 0.65546218]; 0.5462184873949579; 0.4957983193277311; 0.7452830188679245; 0.8823529411764707; 0.9045226130653267; 0.879396984924623; 0.5423728813559322; 0.5714285714285714; 0.5476190476190477; 0.5212765957446808; 0.5185185185185185; 0.4943783068783069; 0.7512794268167861; 0.7693920335429769; 0.7452830188679245
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69327731 0.77310924 0.75210084 0.76890756 0.72033898]; 0.5; 0.6055555555555555; 0.8228511530398323; 0.9866220735785953; 0.9932659932659933; 0.9865319865319866; 0.4674556213017751; 0.43646408839779005; 0.500354949226828; 0.601123595505618; 0.5977653631284916; 0.6055125158183895; 0.8211640211640211; 0.8134171907756813; 0.8228511530398323
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74369748 0.76890756 0.7394958  0.78151261 0.80084746]; 0.5777777777777777; 0.5416666666666666; 0.8191823899371069; 0.9766666666666668; 0.9865319865319865; 0.9764309764309764; 0.5777777777777778; 0.5909090909090909; 0.5780632411067194; 0.5403899721448467; 0.5271739130434783; 0.5419960474308301; 0.8202188639916623; 0.8249475890985325; 0.8191823899371069
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.90756303 0.88655462 0.88235294 0.90756303 0.89830508]; 0.5833333333333334; 0.5277777777777778; 0.8197064989517819; 0.9797297297297297; 0.9764309764309764; 0.9797979797979797; 0.6445497630331753; 0.7513812154696132; 0.5823945183493318; 0.5812807881773399; 0.659217877094972; 0.5285039661717954; 0.8290258449304175; 0.8742138364779874; 0.819706498951782
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.90756303 0.92857143 0.89495798 0.93697479 0.91176471]; 0.532033426183844; 0.5459610027855153; 0.8233752620545073; 0.9949409780775718; 0.9915966386554622; 0.9949579831932773; 0.611111111111111; 0.7333333333333333; 0.5314711359404096; 0.625287356321839; 0.7597765363128491; 0.5465549348230913; 0.835849975645397; 0.89937106918239; 0.8233752620545074
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.975      0.92916667 0.92916667 0.9625     0.94117647]; 0.532394366197183; 0.5295774647887324; 0.8254716981132075; 1.0; 1.0; 1.0; 0.5786802030456853; 0.6404494382022472; 0.5320891258807846; 0.5684754521963824; 0.6214689265536724; 0.5298355868723418; 0.831733198585144; 0.8626834381551363; 0.8254716981132075
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.60416667 0.60416667 0.59090909 0.58741259 0.56993007]; 0.6582278481012658; 0.5527426160337553; 0.5980083857442348; 0.5538461538461538; 0.502092050209205; 0.5955369595536959; 0.6048780487804879; 0.5486725663716814; 0.6533685412503568; 0.5546218487394958; 0.532258064516129; 0.553739651727091; 0.5599541021227769; 0.5115303983228512; 0.5980083857442349
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.85314685 0.88811189 0.88111888 0.88111888 0.9084507 ]; 0.5875; 0.5708333333333333; 0.8925576519916143; 0.9979035639412999; 1.0; 0.9978991596638656; 0.6476868327402135; 0.7398373983739838; 0.5835939128622056; 0.6334519572953737; 0.7606837606837606; 0.5754638315613925; 0.897139989964877; 0.9371069182389937; 0.8925576519916142
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88811189 0.95804196 0.92307692 0.95454545 0.9084507 ]; 0.525; 0.5166666666666667; 0.8773584905660378; 0.9972027972027971; 0.9985994397759104; 0.9971988795518207; 0.6369426751592357; 0.8620689655172413; 0.53587319243604; 0.6375000000000001; 0.8225806451612904; 0.5061179087875418; 0.8866279069767443; 0.9591194968553459; 0.8773584905660378
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74825175 0.77622378 0.74825175 0.78671329 0.76408451]; 0.5083333333333333; 0.5041666666666667; 0.8034591194968553; 0.9030898876404494; 0.9005602240896359; 0.9033613445378151; 0.5241935483870968; 0.5371900826446281; 0.5080908396416418; 0.48484848484848486; 0.47058823529411764; 0.5038891589693729; 0.8029427220178667; 0.80083857442348; 0.8034591194968553
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.71328671 0.74825175 0.77272727 0.6993007  0.76223776]; 0.4895397489539749; 0.5062761506276151; 0.8590146750524109; 0.9798750867453159; 0.9874125874125874; 0.9797202797202798; 0.5196850393700787; 0.5789473684210527; 0.4934736842105264; 0.5693430656934307; 0.624; 0.5005964912280702; 0.8633824276282377; 0.8909853249475891; 0.8590146750524109
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72222222 0.77430556 0.72027972 0.75874126 0.73076923]; 0.5189873417721519; 0.540084388185654; 0.8621593291404612; 0.9724896836313618; 0.9860529986052998; 0.9721059972105996; 0.5365853658536586; 0.5739130434782609; 0.5205630791161796; 0.5551020408163265; 0.5573770491803278; 0.5395580898075552; 0.8647814910025707; 0.8815513626834381; 0.8621593291404612
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.90559441 0.91958042 0.90909091 0.9020979  0.92605634]; 0.5583333333333333; 0.5666666666666667; 0.8726415094339622; 0.976678445229682; 0.9677871148459384; 0.9768907563025211; 0.5725806451612903; 0.5916666666666667; 0.5583333333333333; 0.6; 0.65; 0.5666666666666667; 0.8736349453978159; 0.8805031446540881; 0.8726415094339623
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.93055556 0.94055944 0.93006993 0.91958042 0.93006993]; 0.5210084033613446; 0.5252100840336135; 0.8778825995807128; 0.9957983193277311; 0.9930167597765364; 0.9958100558659218; 0.5957446808510638; 0.7241379310344828; 0.5260033917467496; 0.6089965397923875; 0.7213114754098361; 0.5201384963256077; 0.88344172086043; 0.9255765199161425; 0.8778825995807129
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.90909091 0.93006993 0.91958042 0.91258741 0.94055944]; 0.5146443514644351; 0.5355648535564853; 0.8778825995807128; 0.995798319327731; 0.9944055944055944; 0.9958041958041959; 0.6352201257861635; 0.8416666666666667; 0.5132703081232493; 0.6453674121405751; 0.8487394957983193; 0.5368697478991596; 0.8868382710053423; 0.9570230607966457; 0.8778825995807128
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.625      0.64583333 0.60416667 0.56382979 0.61702128]; 0.6392405063291139; 0.6582278481012658; 0.6300505050505051; 0.5882352941176471; 0.5462184873949579; 0.6176470588235293; 0.6984126984126984; 0.7415730337078652; 0.6244097052597297; 0.6785714285714285; 0.76; 0.6631325301204819; 0.6332916145181476; 0.6293532338308457; 0.6300612323000383
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.67708333 0.67708333 0.60416667 0.71276596]; 0.6792452830188679; 0.6226415094339622; 0.8404522613065326; 0.9662447257383966; 0.9581589958158996; 0.9665271966527197; 0.7052023121387283; 0.6931818181818182; 0.6775768245838669; 0.6296296296296295; 0.6144578313253012; 0.6230183893468612; 0.8430160692212608; 0.8317073170731707; 0.8407241248578288
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.82291667 0.79166667 0.75       0.78125   ]; 0.64375; 0.59375; 0.82125; 0.9565217391304348; 0.9625; 0.9562499999999999; 0.6459627329192547; 0.6753246753246753; 0.6448912533249882; 0.6408839779005525; 0.6373626373626373; 0.5867972607103041; 0.8266666666666668; 0.8357843137254902; 0.820953381352541
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.55208333 0.5625     0.61458333 0.51041667]; 0.48125; 0.46875; 0.65125; 0.779324055666004; 0.8166666666666667; 0.76875; 0.5202312138728324; 0.5232558139534884; 0.47784412319296043; 0.4910179640718562; 0.5189873417721519; 0.4693702140959525; 0.6690391459074734; 0.6962962962962963; 0.6506797937177684
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.55208333 0.5625     0.45833333 0.57291667]; 0.58125; 0.50625; 0.8175; 1.0; 1.0; 1.0; 0.5620915032679739; 0.5375; 0.58125; 0.4903225806451612; 0.4578313253012048; 0.5081364418713816; 0.814720812182741; 0.7965260545905707; 0.8176584932902476
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.52083333 0.44680851 0.53191489 0.56382979]; 0.44936708860759494; 0.44936708860759494; 0.7784810126582279; 0.9978947368421053; 1.0; 0.9978902953586498; 0.4912280701754386; 0.56; 0.45469879518072287; 0.41610738255033564; 0.4492753623188406; 0.4493567822830158; 0.7798742138364779; 0.8136482939632546; 0.7796847826784488
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.76041667 0.75       0.76595745 0.84042553 0.81914894]; 0.5759493670886076; 0.5759493670886076; 0.7367088607594937; 0.836283185840708; 0.7974683544303798; 0.8438818565400844; 0.54421768707483; 0.5263157894736842; 0.5741335044929397; 0.5838509316770186; 0.5662650602409639; 0.5764658634538152; 0.7263157894736841; 0.696969696969697; 0.7368097215812952
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.8125     0.79166667 0.77083333 0.78125    0.74468085]; 0.5974842767295597; 0.6352201257861635; 0.8253768844221105; 0.9643605870020964; 0.9623430962343096; 0.9644351464435147; 0.6097560975609756; 0.684931506849315; 0.6040936604014018; 0.6847826086956522; 0.7590361445783133; 0.6295180722891567; 0.8315151515151514; 0.8683544303797468; 0.8256984121973547
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.75       0.80208333 0.80851064 0.82978723]; 0.6582278481012658; 0.6329113924050633; 0.821969696969697; 0.9386892177589853; 0.9327731092436975; 0.9390756302521008; 0.6582278481012659; 0.7027027027027027; 0.6608751608751608; 0.6374999999999998; 0.6071428571428571; 0.6346525096525096; 0.8217446270543616; 0.8207070707070707; 0.821969696969697
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.60416667 0.52777778 0.5915493  0.62676056 0.65492958]; 0.6302521008403361; 0.5882352941176471; 0.6176470588235294; 0.5611745513866232; 0.48179271708683474; 0.623249299719888; 0.5111111111111111; 0.4107142857142857; 0.6180555555555555; 0.5050505050505051; 0.4166666666666667; 0.5896892655367232; 0.5408678102926336; 0.45500848896434637; 0.6160233792575476
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.72916667 0.71126761 0.70422535 0.66901408 0.76760563]; 0.5907172995780591; 0.620253164556962; 0.8322091062394603; 0.983050847457627; 0.9775280898876404; 0.9831460674157303; 0.5726872246696035; 0.5855855855855856; 0.5904118404118404; 0.6186440677966102; 0.6347826086956522; 0.6206699928724162; 0.8300597779675492; 0.8350515463917526; 0.8322608725336247
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72916667 0.71527778 0.70138889 0.73611111 0.70422535]; 0.602510460251046; 0.5564853556485355; 0.8160535117056856; 0.9740791268758526; 0.9944289693593314; 0.9735376044568246; 0.592274678111588; 0.5609756097560976; 0.6037636669470143; 0.5583333333333332; 0.5775862068965517; 0.5570857863751051; 0.8175787728026533; 0.8244147157190636; 0.8160535117056856
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.56944444 0.5625     0.52816901 0.54929577 0.5915493 ]; 0.5210084033613446; 0.48739495798319327; 0.542016806722689; 0.48585690515806984; 0.40896358543417366; 0.5672268907563025; 0.4519230769230769; 0.3671875; 0.53359375; 0.32967032967032966; 0.27522935779816515; 0.470948012232416; 0.450050454086781; 0.37542087542087543; 0.5417372833480216
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.51388889 0.5625     0.59859155 0.56338028 0.54929577]; 0.5210084033613446; 0.5210084033613446; 0.8084033613445378; 1.0; 1.0; 1.0; 0.5869565217391305; 0.648; 0.5142654867256637; 0.544; 0.5811965811965812; 0.5220032492759766; 0.8161290322580644; 0.8447412353923205; 0.8081574197266171
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.50694444 0.56944444 0.56944444 0.57746479 0.55633803]; 0.44537815126050423; 0.48739495798319327; 0.7760067114093959; 0.9818688981868898; 0.9832402234636871; 0.9818435754189944; 0.467741935483871; 0.5087719298245614; 0.44793435200905485; 0.49166666666666664; 0.5042735042735043; 0.48767394221939675; 0.7784232365145227; 0.7962648556876061; 0.7762418805801213
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; 6; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.73943662 0.74647887 0.80985915 0.80985915 0.76428571]; 0.5169491525423728; 0.5466101694915254; 0.7372881355932204; 0.872309899569584; 0.8587570621468926; 0.8742937853107344; 0.5289256198347108; 0.6464646464646465; 0.5349111553491116; 0.5962264150943395; 0.6991150442477876; 0.552809554644219; 0.7425249169435216; 0.7897526501766784; 0.7393388658049516
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.68309859 0.72535211 0.72535211 0.73239437 0.71830986]; 0.597457627118644; 0.5720338983050848; 0.8096446700507615; 0.9586305278174035; 0.9464788732394366; 0.9591549295774648; 0.6058091286307054; 0.7156862745098039; 0.6115744805384842; 0.63003663003663; 0.7413793103448276; 0.5748563218390804; 0.8148148148148148; 0.8638743455497382; 0.8112475176024552
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.72916667 0.72222222 0.74305556 0.75352113]; 0.6359832635983264; 0.5899581589958159; 0.7926421404682275; 0.9093525179856116; 0.8802228412256268; 0.9122562674094707; 0.6588235294117647; 0.672; 0.6342456140350878; 0.6048387096774193; 0.6578947368421053; 0.5929473684210527; 0.7929883138564273; 0.794314381270903; 0.7926421404682275
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.60416667 0.58333333 0.61979167 0.57291667 0.61052632]; 0.6394984326018809; 0.6332288401253918; 0.6221804511278195; 0.5333333333333333; 0.44258872651356995; 0.6127348643006263; 0.5525291828793775; 0.44654088050314467; 0.6388954402515724; 0.5776173285198557; 0.5063291139240507; 0.6320465445396651; 0.54627539503386; 0.45603015075376885; 0.6217650753768844
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.7        0.73684211 0.69473684 0.67894737 0.76842105]; 0.5949367088607594; 0.6139240506329114; 0.8362831858407079; 0.9905362776025235; 0.991578947368421; 0.9905263157894737; 0.6121212121212121; 0.7318840579710145; 0.6103240514574174; 0.6755319148936172; 0.7257142857142858; 0.6004457953394124; 0.8436934218467109; 0.8870558375634517; 0.8364750220562849
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.75       0.6875     0.7        0.72105263 0.68421053]; 0.5974842767295597; 0.6383647798742138; 0.8270440251572327; 0.9668737060041408; 0.9790356394129979; 0.9664570230607966; 0.6167664670658682; 0.6280487804878049; 0.5964919227114349; 0.6439628482972136; 0.6540880503144654; 0.6383647798742137; 0.8305606900800986; 0.8425; 0.8269462025316456
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.49479167 0.58947368 0.53684211 0.54210526]; 0.5094339622641509; 0.5440251572327044; 0.560377358490566; 0.5854166666666666; 0.589098532494759; 0.5828092243186582; 0.5125; 0.5222929936305732; 0.5095937017842307; 0.5565749235474006; 0.5481927710843374; 0.5438332276474319; 0.5650280024891102; 0.5675; 0.5603322784810127
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.47368421 0.52105263 0.52105263 0.47368421 0.54255319]; 0.5031645569620253; 0.5189873417721519; 0.8044303797468354; 1.0; 1.0; 1.0; 0.5285285285285286; 0.55; 0.5025641025641026; 0.5421686746987951; 0.569620253164557; 0.5189873417721519; 0.8084314941103533; 0.8232323232323232; 0.8043826590780905
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.55208333 0.55208333 0.57368421 0.47894737 0.50526316]; 0.4811320754716981; 0.5031446540880503; 0.7905660377358491; 0.9895615866388309; 0.9937106918238994; 0.9895178197064989; 0.46254071661237783; 0.46405228758169936; 0.4805109922756982; 0.5269461077844312; 0.5146198830409356; 0.5022079007041413; 0.7917448405253283; 0.7902621722846442; 0.7905683484997366
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.72395833 0.76842105 0.72631579 0.69473684]; 0.5974842767295597; 0.6320754716981132; 0.7169811320754716; 0.7744774477447743; 0.7379454926624738; 0.7851153039832285; 0.6; 0.6442953020134228; 0.600254159882451; 0.6486486486486487; 0.6585365853658537; 0.6312163446309789; 0.7119078104993597; 0.7037974683544304; 0.7168987341772152
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.77083333 0.75263158 0.75789474 0.79473684]; 0.5817610062893082; 0.6132075471698113; 0.789308176100629; 0.9151450053705693; 0.8930817610062893; 0.9171907756813417; 0.6232294617563738; 0.6918238993710691; 0.5817610062893082; 0.6328358208955225; 0.6838709677419355; 0.6149416188402929; 0.7930821494749846; 0.8116308470290771; 0.7894199291465787
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.75263158 0.71578947 0.75789474 0.74736842 0.73404255]; 0.5981012658227848; 0.6170886075949367; 0.8158227848101266; 0.9542066027689031; 0.9451476793248945; 0.9546413502109704; 0.6520547945205479; 0.7933333333333333; 0.6075100401606426; 0.6773333333333332; 0.79375; 0.6148237179487179; 0.8266825491363908; 0.8852040816326531; 0.8163457594092914
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.60504202 0.60504202 0.65546218 0.61864407]; 0.6361111111111111; 0.6222222222222222; 0.6231656184486373; 0.5637065637065637; 0.49158249158249157; 0.6195286195286195; 0.5589225589225589; 0.4715909090909091; 0.6325345849802372; 0.5526315789473684; 0.45652173913043476; 0.6259881422924901; 0.5607819181429444; 0.4811320754716981; 0.6231656184486374
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.66386555 0.65966387 0.70168067 0.67647059 0.72268908]; 0.6406685236768802; 0.6740947075208914; 0.8632075471698113; 0.9873843566021867; 0.9865546218487395; 0.9873949579831933; 0.683046683046683; 0.7988505747126436; 0.6453712333022678; 0.7194244604316546; 0.8108108108108109; 0.6697732214973595; 0.8703427719821163; 0.9182389937106918; 0.8632075471698113
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66386555 0.72689076 0.69327731 0.69747899 0.69915254]; 0.6333333333333333; 0.6416666666666667; 0.8370020964360587; 0.9579124579124579; 0.9579124579124579; 0.957912457912458; 0.65625; 0.6961325966850829; 0.6329824994598598; 0.6766917293233082; 0.7541899441340782; 0.642288342232785; 0.8422120750887873; 0.870020964360587; 0.8370020964360586
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55042017 0.53361345 0.55042017 0.57142857 0.54661017]; 0.4777777777777778; 0.4861111111111111; 0.6829140461215933; 0.8088962108731466; 0.8265993265993266; 0.8047138047138047; 0.4999999999999999; 0.5371428571428571; 0.47938223938223934; 0.5013477088948787; 0.5027027027027027; 0.4856370656370656; 0.6914839367669556; 0.710691823899371; 0.6829140461215933
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; 10; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.51666667 0.55       0.59166667 0.48739496 0.50420168]; 0.4691011235955056; 0.5365168539325843; 0.8144654088050315; 1.0; 1.0; 1.0; 0.5039370078740156; 0.5485714285714286; 0.4704183109707971; 0.5528455284552845; 0.56353591160221; 0.5360536700868193; 0.8180883864337102; 0.8343815513626834; 0.8144654088050315
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51680672 0.49579832 0.49579832 0.5        0.51694915]; 0.5; 0.5166666666666667; 0.810796645702306; 0.9940928270042194; 0.9915824915824916; 0.9941077441077442; 0.4999999999999999; 0.5202312138728323; 0.5007573181663627; 0.5166666666666666; 0.49732620320855614; 0.5174492287719081; 0.810498687664042; 0.8092243186582809; 0.810796645702306
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74369748 0.77731092 0.75630252 0.79831933 0.69067797]; 0.5888888888888889; 0.5694444444444444; 0.7321802935010482; 0.8206896551724138; 0.8013468013468014; 0.8249158249158249; 0.6205128205128205; 0.7034883720930233; 0.5937654626422563; 0.6153846153846154; 0.6595744680851063; 0.5652523503216229; 0.7383512544802867; 0.7557651991614256; 0.7321802935010483
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72268908 0.67226891 0.7394958  0.71428571 0.77118644]; 0.6277777777777778; 0.6611111111111111; 0.8123689727463312; 0.9122203098106713; 0.8922558922558923; 0.9141414141414141; 0.6298342541436465; 0.6063829787234043; 0.6287728847105394; 0.6453488372093024; 0.6453488372093024; 0.6604403760514596; 0.8083511777301927; 0.7914046121593291; 0.8123689727463311
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.77083333 0.72083333 0.74166667 0.7394958  0.71848739]; 0.5898876404494382; 0.598314606741573; 0.810272536687631; 0.939217318900916; 0.9431438127090301; 0.9389632107023412; 0.5852272727272727; 0.6023391812865497; 0.5903587798324641; 0.6266318537859009; 0.6486486486486487; 0.5962541488857278; 0.8130165289256198; 0.8249475890985325; 0.810272536687631
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.60839161 0.62237762 0.56993007 0.63286713 0.61619718]; 0.675; 0.6375; 0.6231656184486373; 0.5671875; 0.5084033613445378; 0.6120448179271708; 0.5979381443298968; 0.4603174603174603; 0.6862990810359231; 0.5139664804469274; 0.40350877192982454; 0.6263575605680869; 0.5650332728372657; 0.48951781970649894; 0.6231656184486373
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.73076923 0.71328671 0.67832168 0.76223776 0.72887324]; 0.6291666666666667; 0.5833333333333334; 0.8846960167714885; 0.9783972125435539; 0.9831932773109243; 0.9782913165266107; 0.5572139303482587; 0.49122807017543857; 0.6225981620718462; 0.5283018867924528; 0.4444444444444444; 0.5906432748538012; 0.880952380952381; 0.8532494758909853; 0.8846960167714883
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.68402778 0.7027972  0.70629371 0.73076923 0.68181818]; 0.592436974789916; 0.5546218487394958; 0.8668763102725366; 0.9648033126293996; 0.9762569832402235; 0.9643854748603352; 0.6040816326530613; 0.6607142857142857; 0.5962301587301587; 0.6044776119402986; 0.6428571428571429; 0.5491071428571429; 0.8705402650356779; 0.8951781970649895; 0.8668763102725366
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52447552 0.51048951 0.57342657 0.54195804 0.53846154]; 0.5439330543933054; 0.497907949790795; 0.5340670859538784; 0.510385756676558; 0.4811188811188811; 0.5384615384615384; 0.5240174672489083; 0.4838709677419355; 0.5462833099579243; 0.42307692307692313; 0.3826086956521739; 0.49372370266479665; 0.5019607843137255; 0.469601677148847; 0.5340670859538784
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.55594406 0.56643357 0.5034965  0.55594406 0.58041958]; 0.4895397489539749; 0.49372384937238495; 0.8721174004192872; 0.9993011879804332; 1.0; 0.9993006993006993; 0.5080645161290323; 0.5526315789473685; 0.49231578947368426; 0.5328185328185329; 0.552; 0.4909122807017544; 0.8740970072239421; 0.8878406708595388; 0.8721174004192872
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51041667 0.52083333 0.52097902 0.48251748 0.53146853]; 0.42616033755274263; 0.45569620253164556; 0.8485324947589099; 0.9833333333333333; 0.9874476987447699; 0.9832635983263599; 0.4645669291338583; 0.5130434782608696; 0.42865288667141843; 0.5019305019305019; 0.5327868852459017; 0.4533499643620813; 0.8520225294418843; 0.8721174004192872; 0.8485324947589099
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.73611111 0.78671329 0.75524476 0.75174825 0.72377622]; 0.5714285714285714; 0.592436974789916; 0.7667714884696016; 0.8199121522693998; 0.7821229050279329; 0.8282122905027932; 0.5714285714285714; 0.6238532110091743; 0.5754924969774554; 0.6283524904214559; 0.6356589147286822; 0.5884716591992034; 0.7613941018766758; 0.7442348008385744; 0.7667714884696016
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.79020979 0.71328671 0.75524476 0.75704225]; 0.5541666666666667; 0.5791666666666667; 0.8490566037735849; 0.9426934097421205; 0.9215686274509803; 0.9439775910364145; 0.5244444444444445; 0.48760330578512395; 0.5547260226404611; 0.5429864253393665; 0.5042016806722689; 0.57854712132787; 0.8436482084690554; 0.8144654088050315; 0.8490566037735849
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.73958333 0.6958042  0.6958042  0.72027972]; 0.620253164556962; 0.5991561181434599; 0.8548218029350105; 0.9358437935843794; 0.9358437935843794; 0.9358437935843793; 0.6250000000000001; 0.6521739130434783; 0.6211689237348539; 0.6303501945525293; 0.6639344262295082; 0.5971846044191019; 0.8565510098394613; 0.8668763102725366; 0.8548218029350104
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.53125    0.5625     0.54255319 0.56382979 0.5106383 ]; 0.4430379746835443; 0.5632911392405063; 0.5253164556962026; 0.2585034013605442; 0.16033755274261605; 0.540084388185654; 0.2; 0.11827956989247312; 0.5129859387923903; 0.2247191011235955; 0.14084507042253522; 0.5244455237170148; 0.23935091277890463; 0.14713216957605985; 0.5311496323458705
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.78125    0.66666667 0.625      0.72916667]; 0.575; 0.63125; 0.84; 0.997920997920998; 1.0; 0.9979166666666667; 0.575; 0.575; 0.575; 0.6193548387096774; 0.631578947368421; 0.631265664160401; 0.8391959798994975; 0.8434343434343434; 0.84003400340034
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.70833333 0.73958333 0.70833333 0.78125   ]; 0.625; 0.61875; 0.845; 0.9937629937629938; 0.9958333333333333; 0.99375; 0.6249999999999999; 0.684931506849315; 0.629822075263738; 0.6347305389221557; 0.6794871794871795; 0.6202313946216386; 0.8465346534653465; 0.8746803069053708; 0.8456531118878933
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.4375     0.46875    0.48958333 0.46875    0.40425532]; 0.46540880503144655; 0.49056603773584906; 0.7211055276381909; 0.8833333333333333; 0.8870292887029289; 0.8828451882845187; 0.4444444444444444; 0.4146341463414634; 0.4670573329109914; 0.4840764331210191; 0.4634146341463415; 0.49144757681343043; 0.7189873417721518; 0.7047146401985112; 0.7213140631018001
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.54166667 0.55208333 0.58333333 0.5625     0.58510638]; 0.5283018867924528; 0.4968553459119497; 0.8052763819095478; 1.0; 1.0; 1.0; 0.5341614906832299; 0.5733333333333334; 0.5307142857142857; 0.5180722891566266; 0.5512820512820513; 0.49786324786324787; 0.8074534161490683; 0.8290816326530612; 0.8056299252374217
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5625     0.55208333 0.48958333 0.4893617  0.53191489]; 0.4936708860759494; 0.4936708860759494; 0.7967171717171717; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5294117647058824; 0.5; 0.49264705882352944; 0.5180722891566264; 0.5058823529411764; 0.49266720386784846; 0.8014796547472256; 0.7869249394673123; 0.7971564011320731
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.72916667 0.82291667 0.73958333 0.72916667]; 0.6; 0.7; 0.74125; 0.80083857442348; 0.7958333333333333; 0.8020833333333334; 0.5789473684210528; 0.5641025641025641; 0.5991244527829893; 0.6883116883116883; 0.7066666666666667; 0.700392156862745; 0.7356321839080461; 0.732824427480916; 0.7411050884333327
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.73958333 0.78125    0.77083333 0.77083333 0.73404255]; 0.6226415094339622; 0.6666666666666666; 0.8203517587939698; 0.9356223175965666; 0.9121338912133892; 0.9372384937238493; 0.6103896103896104; 0.5402298850574713; 0.6312260536398467; 0.6241134751773049; 0.6197183098591549; 0.6621318822023048; 0.8120893561103811; 0.7783375314861462; 0.8202464599786621
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.6875     0.60416667 0.75       0.78723404 0.73404255]; 0.6392405063291139; 0.5949367088607594; 0.8244949494949495; 0.9620253164556962; 0.957983193277311; 0.96218487394958; 0.6274509803921569; 0.631578947368421; 0.6389602053915275; 0.6; 0.631578947368421; 0.5962772785622593; 0.8233799237611182; 0.8307692307692308; 0.8245885954841179
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.60416667 0.64583333 0.59027778 0.64788732 0.63380282]; 0.5966386554621849; 0.5756302521008403; 0.6073825503355704; 0.5490848585690516; 0.46089385474860334; 0.6215083798882682; 0.441860465116279; 0.34234234234234234; 0.5806199900688089; 0.4419889502762431; 0.32786885245901637; 0.5820378745053703; 0.5094339622641509; 0.41116751269035534; 0.6057501456962592
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.64583333 0.61267606 0.66197183 0.71830986]; 0.6134453781512605; 0.6512605042016807; 0.846218487394958; 0.9888268156424581; 0.9915966386554622; 0.9887955182072831; 0.6198347107438016; 0.6521739130434783; 0.6147048427006009; 0.6719367588932806; 0.6854838709677419; 0.6497594793435201; 0.8488852188274154; 0.8624161073825504; 0.8461912186744402
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.74305556 0.72535211 0.64084507 0.73943662]; 0.542016806722689; 0.5378151260504201; 0.7966386554621848; 0.9676511954992968; 0.9635854341736695; 0.9677871148459385; 0.5823754789272032; 0.6229508196721312; 0.5399236856981345; 0.5955882352941178; 0.6230769230769231; 0.5291310541310541; 0.8054662379421221; 0.8226600985221675; 0.7960116327378479
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.5        0.53472222 0.59722222 0.49305556 0.47222222]; 0.5458333333333333; 0.4625; 0.585; 0.4820717131474104; 0.33611111111111114; 0.638888888888889; 0.28758169934640526; 0.1896551724137931; 0.5343437152391546; 0.2711864406779661; 0.18181818181818182; 0.49368686868686873; 0.4014423076923077; 0.2746710526315789; 0.5891936344238976
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.5625     0.47916667 0.49305556 0.54166667 0.50704225]; 0.502092050209205; 0.4686192468619247; 0.794314381270903; 1.0; 1.0; 1.0; 0.47577092511013214; 0.46551724137931033; 0.5010513036164844; 0.48582995951417; 0.4580152671755725; 0.469748374328527; 0.7936241610738255; 0.7805280528052805; 0.7945013145382335
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52777778 0.47916667 0.44444444 0.49305556 0.44366197]; 0.5230125523012552; 0.5439330543933054; 0.8060200668896321; 0.987551867219917; 0.9944289693593314; 0.9874651810584958; 0.5403225806451613; 0.4962962962962963; 0.526994301994302; 0.5439330543933054; 0.5555555555555556; 0.5441712204007286; 0.8082644628099174; 0.8003273322422259; 0.806146572104019
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72916667 0.74305556 0.72222222 0.78472222 0.74305556]; 0.5666666666666667; 0.5916666666666667; 0.7283333333333334; 0.8272980501392758; 0.825; 0.8277777777777777; 0.59375; 0.6031746031746031; 0.5647451963241438; 0.5916666666666666; 0.5819672131147541; 0.5918310641844956; 0.7314662273476111; 0.7302631578947368; 0.728307254623044
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.70833333 0.67361111 0.6875     0.68309859 0.73239437]; 0.7016806722689075; 0.6470588235294118; 0.8263422818791947; 0.9257142857142858; 0.9050279329608939; 0.9273743016759777; 0.714859437751004; 0.7295081967213115; 0.7009609949123798; 0.6585365853658537; 0.6923076923076923; 0.6478067387158297; 0.8267782426778243; 0.8274706867671692; 0.8263403854003913
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.70422535 0.76056338 0.78873239 0.76760563 0.80714286]; 0.6271186440677966; 0.6016949152542372; 0.8016949152542373; 0.9250720461095101; 0.9067796610169492; 0.9265536723163842; 0.6239316239316239; 0.6517857142857143; 0.628312211981567; 0.5982905982905983; 0.6194690265486725; 0.6024174401036047; 0.7986230636833046; 0.8013816925734024; 0.8016891823931902
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.609375   0.53645833 0.484375   0.56770833 0.49473684]; 0.47335423197492166; 0.5360501567398119; 0.5263157894736842; 0.23875432525951557; 0.1440501043841336; 0.5407098121085595; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.15436241610738255; 0.08679245283018867; 0.5246696346547947
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.71875    0.71052632 0.62631579 0.70526316]; 0.6635220125786163; 0.6792452830188679; 0.8679245283018868; 0.9989528795811519; 1.0; 0.9989517819706498; 0.6624605678233438; 0.621301775147929; 0.6663555855605416; 0.6506849315068494; 0.6089743589743589; 0.6779439696106363; 0.8657289002557544; 0.844139650872818; 0.8681358152841248
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.75520833 0.75789474 0.71052632 0.71578947]; 0.6666666666666666; 0.6949685534591195; 0.8440251572327044; 0.9522799575821846; 0.9412997903563941; 0.9528301886792453; 0.6466666666666667; 0.6689655172413793; 0.6668527008172215; 0.6920634920634922; 0.7032258064516129; 0.6951711854343954; 0.8408215661103979; 0.842985842985843; 0.8440021465851724
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.53645833 0.46875    0.515625   0.52604167 0.52604167]; 0.521875; 0.503125; 0.583125; 0.5143638850889193; 0.39166666666666666; 0.6302083333333334; 0.33766233766233766; 0.24375; 0.521875; 0.29333333333333333; 0.2129032258064516; 0.4943304007820137; 0.43807919123841615; 0.3270440251572327; 0.5815344349388648
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52083333 0.484375   0.56770833 0.515625   0.546875  ]; 0.50625; 0.51875; 0.805; 1.0; 1.0; 1.0; 0.48026315789473684; 0.42441860465116277; 0.512884978001257; 0.5064102564102564; 0.5; 0.5185185185185185; 0.8020304568527918; 0.7802469135802469; 0.805313330207845
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.58854167 0.578125   0.546875   0.45833333 0.53157895]; 0.5391849529780565; 0.49843260188087773; 0.8045112781954887; 0.9947970863683663; 0.9979123173277662; 0.9947807933194154; 0.5303514376996804; 0.51875; 0.5392492138364781; 0.5; 0.5194805194805194; 0.4991341991341991; 0.8042659974905898; 0.8083228247162674; 0.8045350113618696
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.72916667 0.71875    0.74736842 0.73157895]; 0.6383647798742138; 0.6635220125786163; 0.7110552763819096; 0.7361419068736141; 0.694560669456067; 0.7510460251046026; 0.6760563380281691; 0.7547169811320755; 0.6383647798742138; 0.6880466472303207; 0.7662337662337663; 0.6666534684827369; 0.7125000000000001; 0.7206068268015171; 0.7111148990437048
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.73958333 0.76842105 0.78421053 0.73684211]; 0.6729559748427673; 0.6666666666666666; 0.8075471698113208; 0.8958785249457701; 0.8658280922431866; 0.8993710691823898; 0.6729559748427674; 0.6604938271604939; 0.6731956315289649; 0.6466666666666666; 0.6381578947368421; 0.6654644895370957; 0.8012987012987013; 0.7800252844500632; 0.8074093881574471
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66145833 0.71875    0.703125   0.68421053 0.67894737]; 0.5880503144654088; 0.6132075471698113; 0.7952261306532663; 0.9248434237995824; 0.9267782426778243; 0.9246861924686193; 0.601823708206687; 0.6226415094339622; 0.5880503144654088; 0.641399416909621; 0.6707317073170732; 0.6113398796325626; 0.8; 0.8139825218476904; 0.795107569394136
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5625     0.5625     0.52521008 0.52941176 0.54201681]; 0.5602240896358543; 0.5658263305322129; 0.5539832285115304; 0.376878612716763; 0.2730318257956449; 0.5485762144053601; 0.41198501872659177; 0.3005464480874317; 0.5669398907103826; 0.38735177865612647; 0.28160919540229884; 0.5588373845863953; 0.38555956678700354; 0.279874213836478; 0.5539832285115304
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68487395 0.69327731 0.63445378 0.70168067 0.74789916]; 0.6518105849582173; 0.6211699164345403; 0.8616352201257862; 0.9974811083123426; 0.9983193277310924; 0.9974789915966387; 0.6556473829201102; 0.6761363636363636; 0.6522758320914059; 0.6344086021505376; 0.644808743169399; 0.6206998261301541; 0.8629283489096573; 0.8710691823899371; 0.8616352201257862
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.72268908 0.68487395 0.68487395 0.65546218 0.70588235]; 0.5821727019498607; 0.5598885793871866; 0.8050314465408805; 0.9450171821305842; 0.9243697478991597; 0.946218487394958; 0.6031746031746033; 0.6333333333333333; 0.5820297951582868; 0.5752688172043011; 0.5977653631284916; 0.5599937926753569; 0.8056426332288401; 0.8081761006289309; 0.8050314465408805
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.55416667 0.53361345 0.53361345 0.5210084  0.54621849]; 0.5279329608938548; 0.5027932960893855; 0.7693920335429769; 0.9233305853256388; 0.9395973154362416; 0.921979865771812; 0.5444743935309974; 0.5738636363636364; 0.5286900599400599; 0.5215053763440861; 0.532967032967033; 0.502278971028971; 0.7750511247443763; 0.7945492662473794; 0.7693920335429769
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51680672 0.46218487 0.55882353 0.52521008 0.55932203]; 0.5194444444444445; 0.5138888888888888; 0.8176100628930818; 1.0; 1.0; 1.0; 0.5207756232686981; 0.5402298850574713; 0.5201149425287357; 0.5308310991957106; 0.532258064516129; 0.5132554690396737; 0.8189386056191467; 0.8249475890985325; 0.8176100628930818
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.48319328 0.50420168 0.52521008 0.46218487 0.52118644]; 0.5083333333333333; 0.5277777777777778; 0.8170859538784067; 0.9983193277310924; 1.0; 0.9983164983164984; 0.5378590078328981; 0.5628415300546448; 0.5074094655922942; 0.5303867403314918; 0.5423728813559322; 0.5280170417708623; 0.8196382428940568; 0.8312368972746331; 0.8170859538784068
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67083333 0.70416667 0.72689076 0.72689076 0.72689076]; 0.6498599439775911; 0.6666666666666666; 0.7321802935010482; 0.7746835443037975; 0.7688442211055276; 0.7763819095477388; 0.68671679197995; 0.7445652173913043; 0.6468490826840914; 0.6956521739130435; 0.7861271676300579; 0.6702374968585072; 0.7412658227848101; 0.7672955974842768; 0.7321802935010483
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.74583333 0.70416667 0.7        0.74166667 0.68907563]; 0.6619718309859155; 0.6535211267605634; 0.8301886792452831; 0.9309462915601023; 0.9115191986644408; 0.9323873121869781; 0.6590909090909092; 0.6783625730994152; 0.6625508517670989; 0.6515580736543909; 0.625; 0.6546052631578948; 0.8274760383386582; 0.8144654088050315; 0.8301886792452831
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.71666667 0.70833333 0.73529412 0.71848739 0.73109244]; 0.6414565826330533; 0.6414565826330533; 0.8123689727463312; 0.9131175468483816; 0.897822445561139; 0.914572864321608; 0.6049382716049383; 0.56; 0.63989010989011; 0.630057803468208; 0.5989010989010989; 0.6423076923076924; 0.8058568329718004; 0.7788259958071279; 0.8123689727463312
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; 12; ica_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.52083333 0.53472222 0.53125    0.5625     0.51736111]; 0.5042735042735043; 0.5641025641025641; 0.5319706498951782; 0.2639040348964013; 0.16805555555555557; 0.5312500000000001; 0.2368421052631579; 0.14285714285714285; 0.5343915343915344; 0.23880597014925373; 0.14814814814814814; 0.5343915343915344; 0.257689110556941; 0.16247379454926625; 0.5319706498951782
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65277778 0.74825175 0.74825175 0.73076923 0.74825175]; 0.6302521008403361; 0.592436974789916; 0.9009433962264151; 0.9972144846796658; 1.0; 0.9972067039106145; 0.6691729323308271; 0.7235772357723578; 0.6270060091905267; 0.5975103734439834; 0.6260869565217392; 0.5935312831389183; 0.9027277406073084; 0.9192872117400419; 0.900943396226415
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.74652778 0.70979021 0.70629371 0.73776224 0.68881119]; 0.5798319327731093; 0.634453781512605; 0.8569182389937107; 0.9392655367231638; 0.9287709497206704; 0.9399441340782123; 0.6; 0.6756756756756757; 0.58586933390083; 0.6813186813186813; 0.7322834645669292; 0.6274029935447258; 0.8592057761732851; 0.8731656184486373; 0.8569182389937107
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5034965  0.56993007 0.4965035  0.51048951 0.53521127]; 0.5; 0.575; 0.8181341719077568; 0.9146757679180888; 0.938375350140056; 0.9124649859943976; 0.53125; 0.5151515151515151; 0.4983164983164983; 0.5486725663716815; 0.5740740740740741; 0.5749158249158248; 0.8217770929635336; 0.8385744234800838; 0.8181341719077567
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; 12; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.48611111 0.52777778 0.52430556 0.50694444 0.50699301]; 0.48936170212765956; 0.49361702127659574; 0.8747379454926625; 1.0; 1.0; 1.0; 0.5161290322580646; 0.5565217391304348; 0.49076086956521736; 0.5142857142857143; 0.525; 0.4929347826086956; 0.8762299326773693; 0.8867924528301887; 0.8747379454926625
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.42657343 0.49300699 0.46153846 0.48951049 0.51056338]; 0.5666666666666667; 0.55; 0.8836477987421384; 0.9930069930069931; 0.9943977591036415; 0.992997198879552; 0.5555555555555555; 0.5462184873949579; 0.566497673449545; 0.564516129032258; 0.5785123966942148; 0.5497604000277796; 0.8838912133891212; 0.8857442348008385; 0.8836477987421384
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; 12; ica_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.6875     0.72222222 0.71180556 0.74305556 0.71875   ]; 0.6410256410256411; 0.6111111111111112; 0.7306079664570231; 0.7647467036780015; 0.7652777777777777; 0.7645833333333332; 0.6612903225806451; 0.6721311475409836; 0.6396370023419204; 0.6255144032921811; 0.6785714285714286; 0.6138758782201406; 0.7339544513457557; 0.7431865828092243; 0.7306079664570231
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72727273 0.69230769 0.68531469 0.6993007  0.68309859]; 0.7041666666666667; 0.7; 0.8516771488469602; 0.8988439306358381; 0.8711484593837535; 0.9019607843137256; 0.6816143497757847; 0.6666666666666666; 0.7023809523809524; 0.7049180327868851; 0.6825396825396826; 0.7009189640768588; 0.8471096704484062; 0.8218029350104822; 0.8516771488469602
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.69791667 0.67832168 0.62587413 0.66433566]; 0.6371308016877637; 0.620253164556962; 0.8354297693920335; 0.9044321329639889; 0.9107391910739191; 0.903765690376569; 0.6504065040650406; 0.64; 0.6369642857142856; 0.6086956521739131; 0.625; 0.6204999999999999; 0.8364583333333333; 0.8417190775681341; 0.8354297693920334
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.58333333 0.60416667 0.53125    0.54166667]; 0.5875; 0.55625; 0.5675; 0.42739726027397257; 0.325; 0.5645833333333333; 0.44999999999999996; 0.313953488372093; 0.6096794468887492; 0.3931623931623932; 0.27710843373493976; 0.5671256454388984; 0.42524916943521596; 0.31295843520782396; 0.5733590130003315
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.72916667 0.69791667 0.66666667 0.75       0.78723404]; 0.6289308176100629; 0.5974842767295597; 0.8454773869346733; 1.0; 1.0; 1.0; 0.6380368098159509; 0.7027027027027027; 0.6337042925278219; 0.6144578313253013; 0.6375; 0.5972310126582279; 0.8475836431226766; 0.8702290076335878; 0.8457844790028981
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.63541667 0.66666667 0.75       0.75      ]; 0.6; 0.6875; 0.8425; 0.9752066115702478; 0.9833333333333333; 0.9750000000000001; 0.6235294117647059; 0.6463414634146342; 0.5988117573483428; 0.7191011235955056; 0.7191011235955056; 0.6834942237695838; 0.8485576923076923; 0.8588807785888077; 0.8420367903226815
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.57291667 0.63541667 0.54166667 0.5        0.5106383 ]; 0.4620253164556962; 0.47468354430379744; 0.5265151515151515; 0.5696465696465697; 0.5756302521008403; 0.5651260504201681; 0.4654088050314465; 0.5138888888888888; 0.46624677002583975; 0.5414364640883977; 0.532608695652174; 0.46327404479578393; 0.5432399512789281; 0.554726368159204; 0.5260811327975508
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; 4; ica_diff; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.4893617  0.54255319 0.5        0.46808511 0.5       ]; 0.46794871794871795; 0.5448717948717948; 0.7935897435897435; 0.9848156182212581; 0.9700854700854701; 0.9850427350427351; 0.5146198830409356; 0.5238095238095238; 0.4632936507936508; 0.5419354838709677; 0.5675675675675675; 0.5459789057350033; 0.7954256670902161; 0.798469387755102; 0.7935645907847675
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.36458333 0.53125    0.5        0.48958333]; 0.5875; 0.50625; 0.81125; 0.9873949579831932; 0.9791666666666666; 0.9874999999999999; 0.6071428571428571; 0.5543478260869565; 0.5933503836317136; 0.4697986577181208; 0.4268292682926829; 0.5082864290181364; 0.8095838587641867; 0.7753623188405797; 0.8125516257415334
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.66666667 0.66666667 0.77083333 0.72916667]; 0.7125; 0.69375; 0.71375; 0.6968325791855203; 0.6416666666666667; 0.7208333333333334; 0.7088607594936709; 0.6436781609195402; 0.7190993544323729; 0.6620689655172414; 0.631578947368421; 0.6907894736842105; 0.6926174496644295; 0.6401985111662531; 0.7143058047015145
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.65625    0.67708333 0.71875   ]; 0.6375; 0.60625; 0.79125; 0.9008620689655173; 0.8708333333333333; 0.9041666666666667; 0.6666666666666666; 0.7160493827160493; 0.6365057040162526; 0.6358381502890174; 0.632183908045977; 0.6037631868997009; 0.7940813810110974; 0.7892156862745098; 0.7912915166066427
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.70833333 0.63541667 0.66666667 0.77083333]; 0.59375; 0.73125; 0.82875; 0.9402061855670103; 0.95; 0.9395833333333334; 0.6153846153846154; 0.6265060240963856; 0.5924737912689721; 0.7455621301775147; 0.7325581395348837; 0.7311439346323066; 0.8335358444714459; 0.8386308068459658; 0.8285225645483026
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.59027778 0.52777778 0.57638889 0.57042254 0.59859155]; 0.5672268907563025; 0.5840336134453782; 0.5813758389261745; 0.4510166358595194; 0.3407821229050279; 0.585195530726257; 0.5209302325581395; 0.417910447761194; 0.5887629161882892; 0.48704663212435234; 0.39166666666666666; 0.5856638418079096; 0.47418335089567965; 0.36764705882352944; 0.5872718052738337
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.625      0.61805556 0.68055556 0.65277778 0.58333333]; 0.6; 0.6166666666666667; 0.8433333333333334; 1.0; 1.0; 1.0; 0.616; 0.6311475409836066; 0.5994720755765491; 0.6101694915254238; 0.6666666666666666; 0.6212121212121211; 0.8441127694859039; 0.8627118644067797; 0.843651014170603
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.69444444 0.76388889 0.65972222 0.67361111]; 0.6666666666666666; 0.6333333333333333; 0.8366666666666667; 0.9613259668508287; 0.9666666666666667; 0.9611111111111111; 0.68; 0.7589285714285714; 0.6724330357142857; 0.6879432624113475; 0.7578125; 0.6244419642857143; 0.8439490445859873; 0.8833333333333333; 0.8366666666666667
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.50694444 0.52083333 0.49295775 0.58450704 0.52816901]; 0.47478991596638653; 0.5084033613445378; 0.7815126050420168; 0.9742120343839541; 0.9523809523809523; 0.9747899159663865; 0.5059288537549407; 0.49612403100775193; 0.4728326577057108; 0.4935064935064935; 0.43846153846153846; 0.5155270655270655; 0.7800338409475465; 0.7483766233766234; 0.7827248970541654
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.5        0.52816901 0.45774648 0.47183099 0.47887324]; 0.5127118644067796; 0.5127118644067796; 0.805414551607445; 1.0; 1.0; 1.0; 0.5106382978723404; 0.5128205128205128; 0.5127127774186597; 0.4978165938864628; 0.5229357798165137; 0.5134363938452647; 0.8040885860306645; 0.8123924268502581; 0.8055306560208029
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.54166667 0.50694444 0.45138889 0.46527778]; 0.5375; 0.5125; 0.8066666666666666; 0.9944444444444445; 0.9944444444444445; 0.9944444444444445; 0.5842696629213482; 0.5652173913043478; 0.5326086956521738; 0.5301204819277109; 0.532258064516129; 0.5118186874304783; 0.8122977346278317; 0.8070739549839229; 0.8066511643431726
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.71527778 0.66666667 0.71527778 0.64583333 0.70422535]; 0.6276150627615062; 0.6359832635983264; 0.6956521739130435; 0.7168674698795181; 0.6629526462395543; 0.7381615598885792; 0.6482213438735178; 0.7130434782608696; 0.6307152875175315; 0.6692015209125475; 0.7333333333333333; 0.6355742296918767; 0.6915254237288134; 0.6868686868686869; 0.6955938118728816
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.72222222 0.69014085 0.66197183 0.72535211 0.64084507]; 0.6666666666666666; 0.6835443037974683; 0.8195615514333895; 0.9137931034482758; 0.8932584269662921; 0.9157303370786516; 0.6609442060085837; 0.6814159292035398; 0.6673208678275764; 0.6753246753246753; 0.6446280991735537; 0.6843830151040182; 0.8155172413793103; 0.8016949152542373; 0.8194716187009441
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.65277778 0.64583333 0.70833333 0.69014085]; 0.6150627615062761; 0.6569037656903766; 0.8361204013377926; 0.9696969696969696; 0.9805013927576601; 0.969359331476323; 0.5892857142857143; 0.5689655172413793; 0.6137510513036164; 0.6611570247933883; 0.6666666666666666; 0.6568627450980391; 0.8355704697986577; 0.8369747899159664; 0.8361246661726255
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.55208333 0.52631579 0.53684211 0.50526316]; 0.5283018867924528; 0.4716981132075472; 0.5182389937106918; 0.2911392405063291; 0.1928721174004193; 0.5303983228511531; 0.13793103448275865; 0.07741935483870968; 0.517237284781318; 0.10638297872340426; 0.058823529411764705; 0.5023847376788554; 0.22937625754527163; 0.14214463840399003; 0.5215799334151929
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.60526316 0.64210526 0.69473684 0.64210526 0.68421053]; 0.6677215189873418; 0.629746835443038; 0.850189633375474; 0.9844559585492229; 1.0; 0.9842105263157895; 0.7138964577656675; 0.793939393939394; 0.6618703592213526; 0.6759002770083103; 0.8079470198675497; 0.6373068432671082; 0.8600118133490844; 0.9203539823008849; 0.8501896333754742
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68421053 0.71052632 0.71052632 0.68947368 0.65789474]; 0.6139240506329114; 0.6487341772151899; 0.8293299620733249; 0.9607635206786851; 0.9536842105263158; 0.9610526315789474; 0.659217877094972; 0.7712418300653595; 0.6187497493885079; 0.6975476839237057; 0.7710843373493976; 0.6422088353413654; 0.8381294964028778; 0.8803526448362721; 0.8291357132810803
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.52604167 0.51578947 0.52105263 0.44210526]; 0.550314465408805; 0.5314465408805031; 0.7088050314465408; 0.8139281828073994; 0.7840670859538784; 0.8207547169811321; 0.5085910652920962; 0.45962732919254656; 0.5514697155516873; 0.4844290657439446; 0.44025157232704404; 0.5314465408805031; 0.6911274182788526; 0.6499372647427855; 0.7089534999628178
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.46354167 0.453125   0.52105263 0.45789474 0.49473684]; 0.4748427672955975; 0.46855345911949686; 0.7842767295597485; 0.9926082365364307; 0.9853249475890985; 0.9926624737945493; 0.45602605863192186; 0.47297297297297297; 0.47472178060413356; 0.4565916398713827; 0.45806451612903226; 0.46829606174549776; 0.7808306709265177; 0.7833333333333333; 0.7842592592592592
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.47395833 0.52631579 0.45789474 0.48947368 0.52631579]; 0.5173501577287066; 0.5141955835962145; 0.8007566204287516; 0.9905561385099686; 0.9915966386554622; 0.990546218487395; 0.5432835820895523; 0.5481927710843374; 0.5158182398468045; 0.49006622516556286; 0.4805194805194805; 0.5132658752290654; 0.8012578616352202; 0.800251256281407; 0.8007585395331086
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.64210526 0.72631579 0.74736842 0.73684211 0.77894737]; 0.6582278481012658; 0.6360759493670886; 0.7098609355246523; 0.7156626506024095; 0.6252631578947369; 0.751578947368421; 0.6275862068965516; 0.5796178343949044; 0.6577334454993391; 0.6204620462046205; 0.5802469135802469; 0.6375260541927208; 0.6774420238931834; 0.6070528967254408; 0.7102523366875936
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.69791667 0.65625    0.71875    0.71052632]; 0.6990595611285266; 0.7021943573667712; 0.8051378446115288; 0.8736842105263158; 0.8663883089770354; 0.8747390396659708; 0.728813559322034; 0.7413793103448276; 0.6948275862068966; 0.6864686468646864; 0.697986577181208; 0.7019344650611922; 0.806471686372122; 0.8079800498753117; 0.8051235261971017
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.72395833 0.734375   0.703125   0.69791667 0.75789474]; 0.6081504702194357; 0.6677115987460815; 0.7951127819548872; 0.899581589958159; 0.8977035490605428; 0.8997912317327766; 0.5283018867924528; 0.44871794871794873; 0.6047270725184836; 0.6044776119402986; 0.5094339622641509; 0.6672169811320754; 0.7803895231699127; 0.7317380352644837; 0.7947966984302469
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; 10; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.53333333 0.50833333 0.52916667 0.51680672 0.52521008]; 0.47752808988764045; 0.5308988764044944; 0.5157232704402516; 0.13615733736762484; 0.07525083612040134; 0.5225752508361204; 0.10576923076923077; 0.06043956043956044; 0.4871163319439181; 0.2085308056872038; 0.12643678160919541; 0.5220095995958065; 0.14444444444444446; 0.08176100628930817; 0.5157232704402516
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.70833333 0.6125     0.70168067 0.69327731 0.69747899]; 0.6498599439775911; 0.6190476190476191; 0.8553459119496856; 0.9872773536895675; 0.9748743718592965; 0.9874371859296482; 0.6153846153846154; 0.5813953488372093; 0.6474544311753615; 0.5878787878787878; 0.5243243243243243; 0.6226272784412319; 0.8495092693565977; 0.8165618448637316; 0.8553459119496855
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69327731 0.64285714 0.63445378 0.6092437  0.75      ]; 0.6388888888888888; 0.6361111111111111; 0.8338574423480084; 0.9526226734348562; 0.9478114478114478; 0.9528619528619529; 0.59375; 0.572289156626506; 0.6340827226431498; 0.6330532212885154; 0.5824742268041238; 0.6406347037635077; 0.8294782140935987; 0.8081761006289309; 0.8338574423480085
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; 10; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.52083333 0.49166667 0.49166667 0.5375     0.47058824]; 0.571830985915493; 0.504225352112676; 0.6357442348008385; 0.7148407148407149; 0.7679465776293823; 0.6936560934891486; 0.6122448979591836; 0.6349206349206349; 0.5674603174603174; 0.5217391304347825; 0.5783132530120482; 0.5087333460827437; 0.6604787493893503; 0.7085953878406709; 0.6357442348008386
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.47478992 0.49159664 0.44957983 0.48739496 0.44491525]; 0.5583333333333333; 0.5305555555555556; 0.8244234800838575; 0.9940728196443691; 0.9882154882154882; 0.9941077441077442; 0.5546218487394957; 0.55; 0.5583333333333333; 0.5493333333333333; 0.5722222222222222; 0.5305555555555556; 0.8248823836905385; 0.8270440251572327; 0.8244234800838575
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.48333333 0.47083333 0.55833333 0.425      0.52941176]; 0.5605633802816902; 0.5126760563380282; 0.8191823899371069; 0.9865771812080537; 0.9816360601001669; 0.9866444073455761; 0.5542857142857143; 0.5672514619883041; 0.5607996440376304; 0.5207756232686981; 0.5108695652173914; 0.5127447241291635; 0.8187073042564372; 0.8165618448637316; 0.8191823899371069
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.65833333 0.65416667 0.6875     0.6875     0.73529412]; 0.6563380281690141; 0.6985915492957746; 0.6933962264150944; 0.692573402417962; 0.669449081803005; 0.7028380634390651; 0.6139240506329112; 0.5773809523809523; 0.6523268398268398; 0.7052341597796143; 0.6844919786096256; 0.6993888464476701; 0.6815459989112683; 0.6561844863731656; 0.6933962264150944
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.675      0.72083333 0.69166667 0.7125     0.69747899]; 0.6535211267605634; 0.6535211267605634; 0.8034591194968553; 0.8902127659574468; 0.8731218697829716; 0.8923205342237063; 0.6535211267605634; 0.655367231638418; 0.6535263124484225; 0.6535211267605634; 0.651685393258427; 0.6535263124484224; 0.8010610079575596; 0.7914046121593291; 0.8034591194968552
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65966387 0.71848739 0.69327731 0.70168067 0.65546218]; 0.6350974930362117; 0.6657381615598886; 0.7966457023060797; 0.8839966130397968; 0.8773109243697479; 0.8848739495798319; 0.6309859154929577; 0.6473988439306358; 0.6355273789545653; 0.6842105263157894; 0.6989247311827957; 0.6644912673255019; 0.7974947807933194; 0.80083857442348; 0.7966457023060798
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50347222 0.52777778 0.51748252 0.51398601 0.57342657]; 0.5274261603375527; 0.5527426160337553; 0.5267295597484277; 0.26423200859291085; 0.17154811715481172; 0.5223152022315202; 0.3170731707317073; 0.20967741935483872; 0.5428918070225521; 0.29333333333333333; 0.19469026548672566; 0.5368612617756209; 0.2746987951807229; 0.1792452830188679; 0.5267295597484277
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.63286713 0.69230769 0.67832168 0.65492958]; 0.6083333333333333; 0.6625; 0.90041928721174; 0.989384288747346; 0.9789915966386554; 0.9894957983193278; 0.6439393939393939; 0.7142857142857143; 0.6092089728453365; 0.6966292134831461; 0.768595041322314; 0.661608445030905; 0.9022633744855967; 0.9192872117400419; 0.90041928721174
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.67361111 0.63636364 0.68181818 0.65384615 0.68531469]; 0.634453781512605; 0.5966386554621849; 0.8705450733752621; 0.9551192145862553; 0.9511173184357542; 0.9553072625698324; 0.66147859922179; 0.8018867924528302; 0.6509433962264151; 0.6619718309859155; 0.7121212121212122; 0.5824757004002288; 0.8744280630401626; 0.9014675052410901; 0.8705450733752621
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52797203 0.48251748 0.47202797 0.47902098 0.51748252]; 0.5188284518828452; 0.5062761506276151; 0.8249475890985325; 0.9301038062283737; 0.9398601398601398; 0.9293706293706293; 0.534412955465587; 0.5789473684210527; 0.5214736842105263; 0.5461538461538462; 0.568; 0.5032982456140351; 0.8288934426229508; 0.8480083857442348; 0.8249475890985325
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52447552 0.51048951 0.48601399 0.48251748 0.51760563]; 0.5166666666666667; 0.5458333333333333; 0.8784067085953878; 0.9950738916256158; 0.9901960784313726; 0.9950980392156863; 0.5639097744360902; 0.5474452554744526; 0.5115867054071292; 0.49302325581395345; 0.5145631067961165; 0.5419530862447736; 0.8780231335436383; 0.8752620545073375; 0.8784067085953878
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.55208333 0.47916667 0.54166667 0.46180556 0.51048951]; 0.5148936170212766; 0.49361702127659574; 0.870020964360587; 0.9895470383275262; 0.9874826147426982; 0.9895688456189151; 0.5249999999999999; 0.5338983050847458; 0.5148124004056207; 0.49361702127659574; 0.49572649572649574; 0.49362595972765466; 0.8701570680628272; 0.8710691823899371; 0.8700209643605871
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; 12; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.71678322 0.67132867 0.67482517 0.73776224 0.68881119]; 0.6150627615062761; 0.602510460251046; 0.6981132075471698; 0.7281621243885394; 0.7286713286713287; 0.727972027972028; 0.603448275862069; 0.6306306306306306; 0.6160965653153153; 0.6058091286307055; 0.5703125; 0.6049760698198199; 0.6974789915966386; 0.6960167714884696; 0.6981132075471699
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.70486111 0.65384615 0.66083916 0.69230769]; 0.729957805907173; 0.7088607594936709; 0.8438155136268344; 0.8815506101938263; 0.8563458856345886; 0.8849372384937239; 0.7168141592920354; 0.6923076923076923; 0.7294871794871794; 0.7206477732793521; 0.7416666666666667; 0.7084401709401711; 0.8403001071811361; 0.8218029350104822; 0.8438155136268344
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63986014 0.67132867 0.65384615 0.63986014 0.67832168]; 0.6694560669456067; 0.6652719665271967; 0.8406708595387841; 0.8983882270497547; 0.8965034965034965; 0.8986013986013986; 0.6488888888888888; 0.6033057851239669; 0.6702969603585937; 0.6363636363636364; 0.5932203389830508; 0.6643787645328477; 0.8376068376068376; 0.8218029350104822; 0.8406708595387841
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.98958333 0.95833333 0.92708333 0.92708333 0.95744681]; 0.5157232704402516; 0.4968553459119497; 0.8027638190954773; 1.0; 1.0; 1.0; 0.6484018264840183; 0.8554216867469879; 0.5000792644261256; 0.6396396396396395; 0.9342105263157895; 0.5152980342422321; 0.8291621327529923; 0.957286432160804; 0.8027638190954774
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.95833333 0.9375     0.97916667 0.96808511 0.95744681]; 0.4620253164556962; 0.5632911392405063; 0.8042929292929293; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.6046511627906976; 0.8904109589041096; 0.49226430298146656; 0.6729857819905214; 0.9102564102564102; 0.5676282051282051; 0.827968923418424; 0.9588688946015425; 0.8069778716183891
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.89583333 0.95833333 0.87234043 0.95744681 0.93617021]; 0.5379746835443038; 0.5822784810126582; 0.8227848101265823; 0.9978947368421053; 1.0; 0.9978902953586498; 0.6010928961748634; 0.6707317073170732; 0.5327342747111682; 0.6666666666666667; 0.8048780487804879; 0.5734916559691913; 0.8364485981308412; 0.8927680798004988; 0.8217053766611748
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.8125     0.80208333 0.90625    0.8125    ]; 0.475; 0.45625; 0.785; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.58; 0.7733333333333333; 0.49254901960784314; 0.4971098265895954; 0.7049180327868853; 0.5039741679085942; 0.7981220657276995; 0.9042553191489362; 0.7917503010839022
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.875      0.88541667 0.88541667 0.76041667]; 0.5; 0.50625; 0.795; 0.9896480331262941; 0.9958333333333333; 0.9895833333333333; 0.5744680851063829; 0.6506024096385542; 0.49413237365044593; 0.5325443786982249; 0.6; 0.5117647058823529; 0.8047619047619047; 0.8492462311557789; 0.7952698817470437
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.875      0.78125    0.80208333 0.78125   ]; 0.4625; 0.48125; 0.78875; 1.0; 1.0; 1.0; 0.5274725274725274; 0.5853658536585366; 0.45934959349593496; 0.5088757396449705; 0.589041095890411; 0.4899228467957802; 0.7966305655836341; 0.8379746835443038; 0.7893577121425223
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.9375     0.89583333 0.95833333 0.91666667 0.9787234 ]; 0.5660377358490566; 0.5534591194968553; 0.821608040201005; 0.99581589958159; 0.99581589958159; 0.99581589958159; 0.6229508196721311; 0.59375; 0.5587797619047619; 0.5034965034965035; 0.5454545454545454; 0.552297165200391; 0.8233830845771144; 0.8254364089775561; 0.8215789639824489
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.96875    0.94791667 0.96875    0.95744681 0.95744681]; 0.6455696202531646; 0.5822784810126582; 0.8446969696969697; 0.9979035639412999; 1.0; 0.9978991596638656; 0.6455696202531644; 0.7391304347826086; 0.6560820713238886; 0.576923076923077; 0.625; 0.5857558139534884; 0.8445006321112515; 0.8812664907651715; 0.8462022526465083
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.93617021 0.93617021 0.94680851 0.9787234  0.94680851]; 0.5769230769230769; 0.5384615384615384; 0.8222506393861893; 0.9978678038379531; 0.9957446808510638; 0.9978723404255319; 0.6526315789473685; 0.7380952380952381; 0.5634920634920635; 0.6086956521739131; 0.7466666666666667; 0.5461728395061728; 0.8351126927639384; 0.8934010152284264; 0.8217005076142132
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.9375     0.91666667 0.9375     0.95138889 0.9084507 ]; 0.4686192468619247; 0.5523012552301255; 0.802675585284281; 0.9972067039106145; 0.9944289693593314; 0.9972144846796658; 0.5723905723905724; 0.7870370370370371; 0.49657195363302237; 0.6707692307692308; 0.8582677165354331; 0.5318124296962881; 0.8236173393124067; 0.9276094276094277; 0.8035057104824548
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.9375     0.97222222 0.92361111 0.89583333 0.93661972]; 0.5606694560669456; 0.49372384937238495; 0.8110367892976589; 1.0; 1.0; 1.0; 0.648829431438127; 0.7637795275590551; 0.5470683352080989; 0.5724381625441696; 0.6864406779661016; 0.4961129009665219; 0.8261538461538461; 0.8890728476821192; 0.810245883300519
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.92361111 0.94444444 0.9375     0.95774648 0.93661972]; 0.6092436974789915; 0.5714285714285714; 0.8364093959731543; 1.0; 1.0; 1.0; 0.68259385665529; 0.847457627118644; 0.611228813559322; 0.6433566433566433; 0.8141592920353983; 0.583079646017699; 0.8494208494208494; 0.933786078098472; 0.8375398052183903
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.84027778 0.86111111 0.83098592 0.81690141 0.87323944]; 0.5126050420168067; 0.6050420168067226; 0.8201680672268907; 0.9943661971830986; 0.988795518207283; 0.9943977591036415; 0.4912280701754386; 0.5714285714285714; 0.5214285714285715; 0.6492537313432836; 0.6796875; 0.598934659090909; 0.8225538971807628; 0.8507718696397941; 0.8207730847375247
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.875      0.88194444 0.87323944 0.85211268 0.85915493]; 0.49159663865546216; 0.5630252100840336; 0.8109243697478992; 1.0; 1.0; 1.0; 0.5535055350553505; 0.6302521008403361; 0.4915966386554621; 0.6204379562043796; 0.6390977443609023; 0.5528822055137845; 0.8212867355043685; 0.8489326765188834; 0.8100085069341405
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.79861111 0.76388889 0.80555556 0.76388889 0.73239437]; 0.4895397489539749; 0.502092050209205; 0.7984949832775919; 1.0; 1.0; 1.0; 0.5271317829457364; 0.5811965811965812; 0.49141796272943816; 0.5333333333333334; 0.5151515151515151; 0.5005664117813651; 0.8042242079610074; 0.8141447368421053; 0.7982288310060867
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.90277778 0.92361111 0.95833333 0.88028169 0.92253521]; 0.5336134453781513; 0.46638655462184875; 0.7843959731543624; 0.9732770745428975; 0.9664804469273743; 0.9734636871508381; 0.5873605947955391; 0.6752136752136753; 0.5359539450448542; 0.5313653136531364; 0.6666666666666666; 0.4833333333333333; 0.794564348521183; 0.8524871355060034; 0.7858494790830509
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.97183099 0.94366197 0.92957746 0.92957746 0.97183099]; 0.4745762711864407; 0.5; 0.7944162436548223; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.5602836879432624; 0.6929824561403509; 0.4817371297095197; 0.6013513513513513; 0.7542372881355932; 0.5; 0.8111888111888113; 0.889267461669506; 0.7950538989019799
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.94444444 0.93055556 0.96478873 0.88732394 0.91549296]; 0.5294117647058824; 0.5294117647058824; 0.8084033613445378; 0.9943820224719101; 0.9915966386554622; 0.9943977591036415; 0.5912408759124088; 0.6328125; 0.5209517045454546; 0.5912408759124088; 0.6923076923076923; 0.5321042593769867; 0.8190476190476191; 0.8571428571428571; 0.8078231292517009
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.91145833 0.93229167 0.94791667 0.93229167 0.94736842]; 0.4827586206896552; 0.5203761755485894; 0.8007518796992481; 1.0; 1.0; 1.0; 0.6224256292906178; 0.85; 0.48160377358490564; 0.654627539503386; 0.9006211180124224; 0.5167662552087429; 0.8269858541893362; 0.95; 0.8003768844221105
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.95833333 0.921875   0.9375     0.94270833 0.9375    ]; 0.56875; 0.56875; 0.825; 0.9958246346555325; 0.99375; 0.9958333333333332; 0.6584158415841584; 0.8364779874213837; 0.5704129067541701; 0.6549999999999999; 0.8675496688741722; 0.5846624084015831; 0.8410896708286039; 0.9379746835443038; 0.8263947491795594
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.93229167 0.91145833 0.90625    0.91145833 0.95263158]; 0.6050156739811913; 0.5736677115987461; 0.8333333333333334; 0.9958246346555324; 0.9958246346555324; 0.9958246346555324; 0.6735751295336787; 0.7784431137724551; 0.5964583989914908; 0.6582914572864321; 0.7987804878048781; 0.56713217938631; 0.8473019517795637; 0.9111111111111111; 0.8321458863443595
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.79166667 0.82291667 0.828125   0.80208333 0.81052632]; 0.49843260188087773; 0.5517241379310345; 0.8101503759398496; 1.0; 1.0; 1.0; 0.5744680851063829; 0.6545454545454545; 0.4928571428571429; 0.6060606060606061; 0.6832298136645962; 0.550475666325969; 0.8214496169711255; 0.8658385093167702; 0.8096575606002308
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.81770833 0.828125   0.8125     0.80729167 0.75520833]; 0.49375; 0.5375; 0.79625; 0.9834024896265561; 0.9875; 0.9833333333333333; 0.5290697674418604; 0.6275862068965518; 0.5052216748768473; 0.6165803108808289; 0.6397849462365591; 0.5176536671481303; 0.8075560802833529; 0.843403205918619; 0.7955926042267366
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.80208333 0.765625   0.81052632 0.83684211 0.80526316]; 0.5220125786163522; 0.46855345911949686; 0.7981132075471699; 1.0; 1.0; 1.0; 0.5581395348837209; 0.6; 0.5215189873417722; 0.476780185758514; 0.4935897435897436; 0.469017094017094; 0.8019740900678595; 0.819672131147541; 0.7981673077318633
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.90625    0.90526316 0.96315789 0.93157895 0.93157895]; 0.5646687697160884; 0.6466876971608833; 0.8253467843631778; 0.9714285714285714; 0.9642857142857143; 0.9716386554621849; 0.6208791208791209; 0.7483443708609272; 0.5729673661533552; 0.6972972972972973; 0.7771084337349398; 0.6402098460065427; 0.8350208457415128; 0.8839848675914249; 0.8253467843631777
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.91578947 0.93157895 0.88421053 0.90526316 0.91578947]; 0.5981012658227848; 0.5791139240506329; 0.8312262958280657; 0.9926701570680627; 0.9978947368421053; 0.9926315789473683; 0.6186186186186187; 0.6821192052980133; 0.6016656632550672; 0.6453333333333334; 0.7076023391812866; 0.5675942730389192; 0.8394467829224294; 0.875784190715182; 0.8308857259308394
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.91578947 0.91578947 0.93684211 0.88947368 0.91578947]; 0.5854430379746836; 0.5506329113924051; 0.8211125158027813; 0.9894067796610169; 0.9831578947368421; 0.9894736842105264; 0.601823708206687; 0.61875; 0.5850160256410256; 0.5748502994011976; 0.5714285714285714; 0.5492277992277992; 0.8238954573739887; 0.8244084682440846; 0.82106174374977
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.95833333 0.92083333 0.94117647 0.94117647 0.95378151]; 0.5630252100840336; 0.5686274509803921; 0.8375262054507338; 1.0; 1.0; 1.0; 0.6722689075630252; 0.9302325581395349; 0.5759270898805782; 0.6831275720164609; 0.8972972972972973; 0.5562067881835324; 0.8562152133580705; 0.9675052410901468; 0.8375262054507338
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; 10; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.9        0.875      0.90833333 0.9125     0.91666667]; 0.5084745762711864; 0.5112994350282486; 0.8181341719077568; 1.0; 1.0; 1.0; 0.6063348416289592; 0.73224043715847; 0.5006231425558432; 0.5967365967365967; 0.7485380116959064; 0.5190777490173522; 0.8324480927088362; 0.9035639412997903; 0.8181341719077566
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.90416667 0.92436975 0.92436975 0.93277311 0.94537815]; 0.5642458100558659; 0.5027932960893855; 0.8249475890985325; 1.0; 1.0; 1.0; 0.6213592233009709; 0.7231638418079096; 0.5660018104067173; 0.5741626794258373; 0.6629834254143646; 0.5009832381309112; 0.8348170128585559; 0.8846960167714885; 0.8249475890985325
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.83613445 0.8487395  0.80672269 0.81932773 0.79237288]; 0.5055555555555555; 0.475; 0.8060796645702306; 0.9974726200505475; 0.9966329966329966; 0.9974747474747474; 0.5761904761904763; 0.6436170212765957; 0.49913409203364667; 0.5263157894736842; 0.6104651162790697; 0.48076447303315184; 0.8155533399800599; 0.8574423480083857; 0.8060796645702306
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.83193277 0.81512605 0.78571429 0.88655462 0.81512605]; 0.4735376044568245; 0.5013927576601671; 0.8071278825995807; 1.0; 1.0; 1.0; 0.5263157894736843; 0.5614973262032086; 0.4697021514736973; 0.5491183879093199; 0.6337209302325582; 0.5067000373087924; 0.8147029204431017; 0.8480083857442348; 0.8071278825995807
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.79583333 0.7875     0.71848739 0.80252101 0.7605042 ]; 0.5014005602240896; 0.5070028011204482; 0.8039832285115304; 0.983249581239531; 0.983249581239531; 0.983249581239531; 0.5215053763440861; 0.5606936416184971; 0.5031729077657703; 0.5217391304347826; 0.5217391304347826; 0.5065343051017844; 0.8066184074457083; 0.8176100628930818; 0.8039832285115305
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.91666667 0.91666667 0.90833333 0.90833333 0.92016807]; 0.5746478873239437; 0.5690140845070423; 0.8218029350104822; 0.9700996677740864; 0.9749582637729549; 0.969949916527546; 0.5885558583106267; 0.6428571428571429; 0.5781130634071812; 0.6126582278481013; 0.6470588235294118; 0.5646008403361344; 0.82706002034588; 0.8522012578616353; 0.8218029350104821
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.91596639 0.91176471 0.8907563  0.93277311 0.88559322]; 0.5888888888888889; 0.5305555555555556; 0.8233752620545073; 0.983221476510067; 0.9865319865319865; 0.9831649831649832; 0.6300000000000001; 0.6810810810810811; 0.5862548262548263; 0.5907990314769976; 0.6971428571428572; 0.535057915057915; 0.8319201995012468; 0.8742138364779874; 0.8233752620545073
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92436975 0.89495798 0.87394958 0.92016807 0.9279661 ]; 0.5833333333333334; 0.6027777777777777; 0.839622641509434; 0.989010989010989; 0.9848484848484849; 0.9890572390572391; 0.6052631578947367; 0.6534090909090909; 0.5848567193675889; 0.6304909560723514; 0.6630434782608695; 0.6014081027667985; 0.8430769230769232; 0.8616352201257862; 0.839622641509434
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.94444444 0.92657343 0.92307692 0.93356643 0.93706294]; 0.5252100840336135; 0.5756302521008403; 0.8878406708595388; 1.0; 1.0; 1.0; 0.6501547987616099; 0.9375; 0.5481150793650793; 0.6966966966966966; 0.9206349206349206; 0.5540674603174602; 0.8975095785440612; 0.9821802935010482; 0.8878406708595388
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; 12; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.93402778 0.96875    0.94791667 0.93006993 0.94055944]; 0.6059322033898306; 0.5508474576271186; 0.8957023060796646; 1.0; 1.0; 1.0; 0.6825938566552902; 0.8695652173913043; 0.6124685591088753; 0.6624203821656052; 0.859504132231405; 0.5427955443765721; 0.9025942241801274; 0.9664570230607966; 0.8957023060796645
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95486111 0.94055944 0.93706294 0.90559441 0.94055944]; 0.6470588235294118; 0.6008403361344538; 0.9061844863731656; 1.0; 1.0; 1.0; 0.7000000000000001; 0.8166666666666667; 0.6456214689265536; 0.6779661016949152; 0.847457627118644; 0.6028954802259887; 0.9108121574489287; 0.9580712788259959; 0.9061844863731657
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77972028 0.77622378 0.79020979 0.79370629 0.79225352]; 0.525; 0.5; 0.8742138364779874; 0.9957865168539325; 0.9929971988795518; 0.9957983193277311; 0.5869565217391305; 0.6183206106870229; 0.5155823236921353; 0.5081967213114753; 0.5688073394495413; 0.5057777155262974; 0.8765432098765432; 0.8930817610062893; 0.8742138364779874
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.75694444 0.78819444 0.76923077 0.83216783 0.77622378]; 0.5611814345991561; 0.5443037974683544; 0.8888888888888888; 1.0; 1.0; 1.0; 0.6285714285714286; 0.7394957983193278; 0.5604258652613588; 0.5970149253731344; 0.6779661016949152; 0.544865403788634; 0.8930373360242181; 0.9276729559748428; 0.8888888888888888
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.78671329 0.82517483 0.79370629 0.86013986 0.84965035]; 0.502092050209205; 0.4895397489539749; 0.8731656184486373; 0.999300209937019; 0.9986013986013986; 0.9993006993006993; 0.5672727272727272; 0.6446280991735537; 0.5002801512816921; 0.5413533834586467; 0.6101694915254238; 0.49103515898585237; 0.8771573604060915; 0.9056603773584906; 0.8731656184486374
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88111888 0.90559441 0.9020979  0.90909091 0.92307692]; 0.602510460251046; 0.5815899581589958; 0.870020964360587; 0.9633217993079586; 0.9734265734265735; 0.9629370629370629; 0.6184738955823293; 0.652542372881356; 0.6031306905729094; 0.6124031007751937; 0.6528925619834711; 0.5806835691273288; 0.8729508196721311; 0.8930817610062893; 0.8700209643605871
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.90277778 0.90277778 0.90909091 0.9020979  0.86713287]; 0.5907172995780591; 0.5569620253164557; 0.8857442348008385; 0.9888579387186629; 0.9902370990237099; 0.98884239888424; 0.6339622641509434; 0.7241379310344828; 0.5934739241949273; 0.6366782006920416; 0.7603305785123967; 0.5525790823596467; 0.8904522613065325; 0.9287211740041929; 0.8857442348008386
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.87412587 0.92657343 0.8951049  0.93006993 0.9084507 ]; 0.5958333333333333; 0.5625; 0.8841719077568134; 0.9866666666666667; 0.9845938375350141; 0.9866946778711486; 0.5836909871244637; 0.591304347826087; 0.5956521739130435; 0.5882352941176471; 0.6; 0.5608695652173914; 0.8844746471510717; 0.8867924528301887; 0.8841719077568134
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.83333333 0.84375    0.86458333 0.84375   ]; 0.68125; 0.6875; 0.8325; 0.9302325581395349; 0.9166666666666666; 0.9312499999999999; 0.7052023121387283; 0.782051282051282; 0.6837085678549093; 0.6987951807228916; 0.7160493827160493; 0.6871386154086575; 0.834975369458128; 0.849624060150376; 0.8325427033918962
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.84375    0.875      0.86458333 0.875     ]; 0.68125; 0.68125; 0.8525; 0.9666666666666667; 0.9666666666666667; 0.9666666666666667; 0.7272727272727273; 0.7727272727272727; 0.6710858585858586; 0.7243243243243244; 0.7976190476190477; 0.675125313283208; 0.8615023474178405; 0.8907766990291263; 0.8513161845661095
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.83333333 0.86458333 0.90625    0.86170213 0.94680851]; 0.620253164556962; 0.6139240506329114; 0.8434343434343434; 0.9936575052854123; 0.9873949579831933; 0.9936974789915967; 0.625; 0.746268656716418; 0.6368705920944727; 0.6211180124223603; 0.6410256410256411; 0.6142628205128206; 0.8438287153652393; 0.8746736292428199; 0.8444272791690872
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.54166667 0.52083333 0.55208333 0.4375    ]; 0.45625; 0.5125; 0.78125; 0.9789029535864978; 0.9666666666666667; 0.9791666666666667; 0.3829787234042554; 0.391304347826087; 0.4483994266602962; 0.5185185185185185; 0.5060240963855421; 0.5127523079330308; 0.7747747747747747; 0.7678571428571429; 0.7809873949579833
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.5        0.47916667 0.51041667 0.46875   ]; 0.5875; 0.5375; 0.825; 1.0; 1.0; 1.0; 0.576923076923077; 0.569620253164557; 0.5872792623847476; 0.5542168674698795; 0.575; 0.5375; 0.8254364089775562; 0.8295739348370927; 0.8250114063212894
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.58333333 0.47916667 0.54166667 0.63829787 0.53191489]; 0.47468354430379744; 0.5; 0.7929292929292929; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.5088757396449705; 0.5443037974683544; 0.4746835443037975; 0.4625850340136054; 0.4857142857142857; 0.498538961038961; 0.792929292929293; 0.8113695090439277; 0.7933390755096181
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; 4; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.90425532 0.84042553 0.86170213 0.93617021 0.87234043]; 0.5961538461538461; 0.5512820512820513; 0.7749360613810742; 0.9087048832271761; 0.9106382978723404; 0.9085106382978723; 0.6865671641791045; 0.8023255813953488; 0.5725913621262458; 0.6153846153846153; 0.7088607594936709; 0.5492355745520303; 0.7939110070257611; 0.8475; 0.7732264397905759
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.90625    0.875      0.83333333 0.88541667 0.84375   ]; 0.56875; 0.625; 0.83125; 0.9875518672199171; 0.9916666666666667; 0.9874999999999999; 0.6011560693641618; 0.6190476190476191; 0.5661027568922306; 0.6551724137931033; 0.6627906976744186; 0.6219358893777498; 0.8371531966224367; 0.8463414634146341; 0.8308630393996247
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.79166667 0.90625    0.82978723 0.79787234 0.85106383]; 0.6012658227848101; 0.6012658227848101; 0.8126582278481013; 0.9543568464730291; 0.9704641350210971; 0.9535864978902955; 0.64; 0.7; 0.6; 0.6134969325153374; 0.625; 0.6009615384615384; 0.8195121951219512; 0.8463476070528967; 0.8124867806256849
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.84027778 0.80555556 0.81944444 0.83333333 0.85211268]; 0.6443514644351465; 0.6401673640167364; 0.8051839464882943; 0.9141274238227146; 0.9192200557103064; 0.913649025069638; 0.679245283018868; 0.7377049180327869; 0.642356732520667; 0.6861313868613138; 0.7768595041322314; 0.6384297520661157; 0.8152260111022998; 0.8538205980066446; 0.8048564269494501
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.80555556 0.84027778 0.8125     0.78873239 0.80985915]; 0.6764705882352942; 0.6848739495798319; 0.8406040268456376; 0.9461756373937676; 0.9329608938547486; 0.9469273743016758; 0.6831275720164609; 0.7345132743362832; 0.6792566371681417; 0.7169811320754716; 0.7661290322580645; 0.68131013016412; 0.8434925864909391; 0.8605042016806723; 0.840637360471827
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79861111 0.8125     0.72222222 0.79577465 0.78873239]; 0.6218487394957983; 0.6638655462184874; 0.8238255033557047; 0.9449035812672175; 0.9581005586592178; 0.9441340782122906; 0.6785714285714286; 0.7421875; 0.6120028409090909; 0.6923076923076924; 0.8256880733944955; 0.676409928170116; 0.8341232227488151; 0.8873949579831932; 0.8239319848542431
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.58333333 0.625      0.57638889 0.67605634 0.61267606]; 0.5042016806722689; 0.5462184873949579; 0.74748322147651; 0.895397489539749; 0.8966480446927374; 0.8952513966480447; 0.49572649572649574; 0.49572649572649574; 0.5040615949706859; 0.5537190082644629; 0.5537190082644629; 0.5460902733630006; 0.7476948868398994; 0.7483221476510067; 0.74748322147651
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; 6; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59027778 0.58333333 0.58333333 0.52083333 0.6056338 ]; 0.5983263598326359; 0.5313807531380753; 0.8252508361204013; 0.9986091794158554; 1.0; 0.9986072423398329; 0.6129032258064517; 0.608; 0.5978596491228071; 0.5333333333333334; 0.5378151260504201; 0.5314075630252101; 0.8268434134217066; 0.8275290215588723; 0.8252316271369403
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.625      0.59722222 0.59027778 0.55555556 0.625     ]; 0.49583333333333335; 0.4666666666666667; 0.7783333333333333; 0.9763560500695411; 0.975; 0.976388888888889; 0.5101214574898786; 0.5338983050847458; 0.49645734926368434; 0.47107438016528924; 0.48717948717948717; 0.46716697936210133; 0.7798013245033113; 0.7915966386554621; 0.7784429474269046
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.8125     0.81944444 0.80555556 0.82638889 0.75694444]; 0.6916666666666667; 0.6625; 0.8016666666666666; 0.8835904628330995; 0.875; 0.8847222222222223; 0.7238805970149254; 0.7886178861788617; 0.6891807379612258; 0.6988847583643124; 0.7230769230769231; 0.656993006993007; 0.8096; 0.8254486133768353; 0.8011399796015352
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.875      0.80985915 0.84507042 0.85211268 0.83802817]; 0.5864978902953587; 0.5907172995780591; 0.8026981450252951; 0.9443651925820256; 0.9297752808988764; 0.9452247191011236; 0.5288461538461539; 0.48672566371681414; 0.582072509277762; 0.5726872246696036; 0.5118110236220472; 0.5968146027201146; 0.7940140845070421; 0.7567114093959731; 0.8029319758844273
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.83333333 0.8125     0.81944444 0.81944444 0.86111111]; 0.7; 0.6791666666666667; 0.855; 0.9651324965132497; 0.9611111111111111; 0.9652777777777779; 0.7230769230769231; 0.752; 0.6977391304347826; 0.6907630522088354; 0.7543859649122807; 0.682748538011696; 0.8580750407830344; 0.8781302170283807; 0.8550384862180173
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.82291667 0.84375    0.828125   0.86458333 0.84210526]; 0.5642633228840125; 0.5862068965517241; 0.7756892230576441; 0.9113149847094801; 0.9331941544885177; 0.9091858037578289; 0.6516290726817042; 0.8441558441558441; 0.5735930735930735; 0.65625; 0.7777777777777778; 0.5831564048124558; 0.7970521541950112; 0.8842767295597485; 0.7760959178385509
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.84895833 0.86979167 0.79473684 0.88421053 0.80526316]; 0.6352201257861635; 0.6635220125786163; 0.8169811320754717; 0.9300411522633746; 0.9475890985324947; 0.9287211740041929; 0.6704545454545454; 0.7662337662337663; 0.639214444092493; 0.7084468664850136; 0.7692307692307693; 0.6564274651522973; 0.8279124778237729; 0.875; 0.8166139240506329
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.80729167 0.82291667 0.83157895 0.79473684 0.81052632]; 0.6761006289308176; 0.6415094339622641; 0.8352201257861636; 0.9522799575821846; 0.9412997903563941; 0.9528301886792453; 0.7031700288184437; 0.7261904761904762; 0.6730952380952381; 0.6369426751592356; 0.6756756756756757; 0.6437201907790143; 0.8366583541147132; 0.8461538461538461; 0.8352475629765468
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.59895833 0.53684211 0.61052632 0.52631579 0.58947368]; 0.5205047318611987; 0.5741324921135647; 0.5977301387137453; 0.6392600205549847; 0.6533613445378151; 0.6313025210084033; 0.5449101796407185; 0.5986842105263158; 0.5235845295055821; 0.6280991735537189; 0.6477272727272727; 0.564998388136686; 0.6179640718562874; 0.6417910447761194; 0.5971103561476504
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.578125   0.51578947 0.61052632 0.57368421 0.63684211]; 0.5236593059936908; 0.5047318611987381; 0.805170239596469; 0.9989484752891693; 0.9978991596638656; 0.9989495798319328; 0.5382262996941897; 0.5176470588235295; 0.5241296518607442; 0.5078369905956113; 0.5364238410596026; 0.506163727758717; 0.8065122103944897; 0.8080301129234629; 0.8051557408723778
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55789474 0.53157895 0.53157895 0.50526316 0.53684211]; 0.5284810126582279; 0.5348101265822784; 0.8027812895069533; 0.9831223628691983; 0.9810526315789474; 0.9831578947368421; 0.5209003215434084; 0.525974025974026; 0.5284191117524452; 0.5476923076923077; 0.5393939393939394; 0.5345976319486254; 0.803030303030303; 0.801007556675063; 0.8027880422969224
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.82631579 0.81052632 0.81052632 0.82631579 0.78723404]; 0.6329113924050633; 0.6455696202531646; 0.7746835443037975; 0.8663883089770354; 0.8755274261603375; 0.8649789029535866; 0.6813186813186813; 0.7560975609756098; 0.6280487804878049; 0.6705882352941177; 0.7755102040816326; 0.6540272913899288; 0.7858002406738869; 0.8318471337579618; 0.7750430637343269
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.85416667 0.83854167 0.86979167 0.828125   0.84736842]; 0.6050156739811913; 0.6144200626959248; 0.8245614035087719; 0.9672650475184794; 0.9561586638830898; 0.9676409185803757; 0.625; 0.6481481481481481; 0.6043288511441378; 0.6306306306306305; 0.6645569620253164; 0.6148871766648322; 0.8267326732673268; 0.8360450563204005; 0.824546994910514
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.80729167 0.828125   0.828125   0.78645833 0.80526316]; 0.6144200626959248; 0.6551724137931034; 0.8339598997493735; 0.9663865546218487; 0.9603340292275574; 0.9665970772442588; 0.6475644699140402; 0.6975308641975309; 0.6130966422898483; 0.701086956521739; 0.80625; 0.6546973270440251; 0.8412222887956861; 0.8764044943820225; 0.8337997314677408
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.77916667 0.8        0.74583333 0.7875     0.79831933]; 0.5690140845070423; 0.5802816901408451; 0.789308176100629; 0.9153976311336718; 0.9031719532554258; 0.9165275459098498; 0.6066838046272492; 0.6666666666666666; 0.5692883895131087; 0.612987012987013; 0.6629213483146067; 0.5800482447787723; 0.7944785276073619; 0.8144654088050315; 0.7893081761006289
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; 10; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.82083333 0.80833333 0.82916667 0.80252101 0.77310924]; 0.6797752808988764; 0.6404494382022472; 0.8417190775681341; 0.9495798319327731; 0.9448160535117057; 0.9498327759197325; 0.7046632124352331; 0.7431693989071039; 0.6779430809564421; 0.6424581005586592; 0.6647398843930635; 0.6411131115954389; 0.843846949327818; 0.8553459119496856; 0.8417190775681341
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.78333333 0.8125     0.80833333 0.85833333 0.76666667]; 0.5819209039548022; 0.5875706214689266; 0.839622641509434; 0.9899665551839465; 0.9866666666666667; 0.99; 0.5934065934065934; 0.6625766871165644; 0.5878328461760832; 0.6275510204081632; 0.643979057591623; 0.5827257251148299; 0.8432377049180327; 0.8626834381551363; 0.8396226415094339
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.58333333 0.64705882 0.59243697 0.55462185 0.55042017]; 0.4860335195530726; 0.49441340782122906; 0.6153039832285115; 0.6880811496196111; 0.6828859060402684; 0.6904362416107381; 0.4390243902439024; 0.4444444444444444; 0.4824263038548753; 0.5094850948509485; 0.47959183673469385; 0.4959687578735198; 0.6095744680851063; 0.60062893081761; 0.6153039832285117
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.55833333 0.57983193 0.60084034 0.62605042 0.60504202]; 0.4692737430167598; 0.5363128491620112; 0.8113207547169812; 0.9966386554621849; 0.9949664429530202; 0.9966442953020135; 0.5128205128205129; 0.5555555555555556; 0.468789013732834; 0.5585106382978723; 0.5898876404494382; 0.5366104868913858; 0.8159509202453987; 0.8364779874213837; 0.8113207547169812
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55042017 0.6302521  0.56302521 0.54201681 0.54661017]; 0.49444444444444446; 0.49444444444444446; 0.790356394129979; 0.9696969696969697; 0.9696969696969697; 0.9696969696969697; 0.508108108108108; 0.5108695652173914; 0.4940711462450593; 0.4972375690607735; 0.5113636363636364; 0.4948122529644269; 0.7916666666666666; 0.7966457023060797; 0.7903563941299792
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77310924 0.82773109 0.85294118 0.78151261 0.81355932]; 0.7; 0.6444444444444445; 0.8212788259958071; 0.9116904962153068; 0.9124579124579124; 0.9116161616161617; 0.7157894736842104; 0.768361581920904; 0.7011206816708346; 0.6649214659685864; 0.6939890710382514; 0.6436047050106511; 0.8252178370066632; 0.8438155136268344; 0.8212788259958071
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8125     0.78151261 0.85294118 0.81932773 0.82773109]; 0.6284916201117319; 0.6340782122905028; 0.8349056603773585; 0.9568892645815723; 0.9496644295302014; 0.9572147651006713; 0.6434316353887399; 0.6936416184971098; 0.6306045930323387; 0.6797066014669927; 0.7513513513513513; 0.6300109357912825; 0.8396946564885497; 0.8647798742138365; 0.8349056603773585
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.82352941 0.83193277 0.81932773 0.79411765 0.81355932]; 0.6; 0.6416666666666667; 0.8223270440251572; 0.9442567567567567; 0.9410774410774411; 0.9444444444444444; 0.6587677725118484; 0.7393617021276596; 0.5935180603661554; 0.6799007444168735; 0.7965116279069767; 0.6482558139534884; 0.8312593330014932; 0.8752620545073375; 0.8223270440251572
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; 12; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.81944444 0.82986111 0.85763889 0.81818182 0.84615385]; 0.6652542372881356; 0.6398305084745762; 0.8307127882599581; 0.8917631041524847; 0.9122562674094707; 0.8892757660167131; 0.726643598615917; 0.8898305084745762; 0.6652542372881356; 0.7118644067796609; 0.8898305084745762; 0.6398305084745762; 0.8426692644909888; 0.9067085953878407; 0.8307127882599581
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.82291667 0.78819444 0.80769231 0.77622378 0.79020979]; 0.6919831223628692; 0.6962025316455697; 0.9067085953878407; 0.977035490605428; 0.9790794979079498; 0.9769874476987448; 0.7091633466135457; 0.717741935483871; 0.6907293748215815; 0.7000000000000001; 0.7433628318584071; 0.69829431915501; 0.9076763485477178; 0.9171907756813418; 0.9067085953878407
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.79166667 0.72727273 0.79370629 0.82867133 0.82167832]; 0.6638655462184874; 0.6260504201680672; 0.8715932914046122; 0.9471488178025035; 0.9511173184357542; 0.9469273743016761; 0.6721311475409837; 0.6507936507936508; 0.6646825396825397; 0.6180257510729613; 0.6428571428571429; 0.626984126984127; 0.8720626631853786; 0.8752620545073375; 0.8715932914046123
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54545455 0.53146853 0.53146853 0.62587413 0.57746479]; 0.5291666666666667; 0.525; 0.609538784067086; 0.6456908344733242; 0.6610644257703081; 0.6372549019607843; 0.5703422053231939; 0.625; 0.5291666666666667; 0.5476190476190476; 0.575; 0.5249999999999999; 0.6231664137582195; 0.6457023060796646; 0.6095387840670861
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; 12; svd_trunc_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.53819444 0.58333333 0.55208333 0.55208333 0.57692308]; 0.5234042553191489; 0.5361702127659574; 0.8841719077568134; 1.0; 1.0; 1.0; 0.5483870967741936; 0.591304347826087; 0.5248188405797103; 0.5551020408163265; 0.5666666666666667; 0.5355072463768116; 0.885551527705852; 0.8962264150943396; 0.8841719077568134
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.55244755 0.51398601 0.59440559 0.52464789]; 0.4875; 0.49583333333333335; 0.8710691823899371; 0.9985994397759104; 0.9985994397759104; 0.9985994397759104; 0.4675324675324675; 0.45; 0.4875; 0.47619047619047616; 0.4583333333333333; 0.4958333333333333; 0.8698412698412699; 0.8616352201257862; 0.8710691823899371
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78671329 0.82517483 0.85314685 0.82167832 0.79577465]; 0.625; 0.6333333333333333; 0.8375262054507338; 0.9098360655737705; 0.9327731092436975; 0.907563025210084; 0.6808510638297872; 0.7804878048780488; 0.6210131332082551; 0.6788321167883211; 0.7948717948717948; 0.6372732958098811; 0.8465346534653465; 0.8962264150943396; 0.8375262054507338
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.84615385 0.78321678 0.79370629 0.81468531 0.8028169 ]; 0.6708333333333333; 0.75; 0.8988469601677149; 0.9621318373071528; 0.9607843137254902; 0.96218487394958; 0.6973180076628352; 0.7520661157024794; 0.6701507049100632; 0.7600000000000001; 0.7983193277310925; 0.7503993332870338; 0.9003613835828601; 0.9140461215932913; 0.8988469601677148
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77622378 0.76923077 0.80769231 0.82867133 0.78521127]; 0.6416666666666667; 0.6541666666666667; 0.8810272536687631; 0.9589816124469589; 0.9495798319327731; 0.9593837535014006; 0.6228070175438596; 0.5819672131147541; 0.6426785218116142; 0.6175115207373273; 0.5677966101694916; 0.6527507641011392; 0.877891339429801; 0.8553459119496856; 0.8810272536687631
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.83333333 0.82291667 0.8125     0.77659574 0.82978723]; 0.5506329113924051; 0.6075949367088608; 0.7676767676767676; 0.8898488120950324; 0.865546218487395; 0.8928571428571429; 0.584795321637427; 0.6410256410256411; 0.5517628205128204; 0.6219512195121951; 0.6623376623376623; 0.608946608946609; 0.7694235588972432; 0.7811704834605598; 0.7677782241864203
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; 4; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.75       0.73404255 0.81914894 0.82978723 0.79787234]; 0.5796178343949044; 0.643312101910828; 0.8447837150127226; 1.0; 1.0; 1.0; 0.6292134831460674; 0.6746987951807228; 0.5738358840768479; 0.6888888888888889; 0.7560975609756098; 0.6380487804878049; 0.853012048192771; 0.8827930174563591; 0.8439939113255822
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.75       0.74468085 0.85106383 0.77659574 0.77659574]; 0.5796178343949044; 0.6242038216560509; 0.8244274809160306; 0.9727463312368972; 0.9830508474576272; 0.9724576271186441; 0.5285714285714286; 0.5; 0.575301204819277; 0.556390977443609; 0.49333333333333335; 0.6186178861788618; 0.8160000000000001; 0.7948051948051948; 0.8238365126145675
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.52083333 0.65625    0.55208333 0.5       ]; 0.55; 0.425; 0.735; 0.8956521739130435; 0.8583333333333333; 0.9; 0.5; 0.5142857142857142; 0.546031746031746; 0.41025641025641024; 0.4050632911392405; 0.42475386779184243; 0.7210526315789474; 0.7043701799485861; 0.7341802237942444
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.48958333 0.41666667 0.5625     0.54166667]; 0.58125; 0.525; 0.82125; 1.0; 1.0; 1.0; 0.5379310344827586; 0.5064935064935064; 0.5785479580660303; 0.525; 0.5384615384615384; 0.5253283302063789; 0.8178343949044585; 0.8126582278481013; 0.8211439287388654
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.44791667 0.4375     0.4375     0.42708333 0.35106383]; 0.5471698113207547; 0.5408805031446541; 0.8115577889447236; 0.989561586638831; 0.9916317991631799; 0.9895397489539749; 0.5813953488372093; 0.6097560975609756; 0.545137789040228; 0.5730994152046783; 0.620253164556962; 0.5413765822784811; 0.8175182481751825; 0.84; 0.8114141414141414
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.78125    0.84375    0.86170213 0.84042553 0.88297872]; 0.5443037974683544; 0.6265822784810127; 0.7582278481012659; 0.8706896551724138; 0.8523206751054853; 0.8734177215189872; 0.5135135135135135; 0.5135135135135135; 0.5424710424710425; 0.6740331491712708; 0.6354166666666666; 0.624159946236559; 0.7591424968474149; 0.7395577395577395; 0.7588128123376164
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.71875    0.67708333 0.79166667 0.72916667]; 0.69375; 0.5875; 0.83875; 0.9707112970711297; 0.9666666666666667; 0.9708333333333333; 0.7351351351351351; 0.8607594936708861; 0.6958118456008753; 0.625; 0.7333333333333333; 0.596078431372549; 0.8462455303933253; 0.9010152284263959; 0.8396701757895526
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.72916667 0.73958333 0.73404255 0.74468085]; 0.5379746835443038; 0.6329113924050633; 0.821969696969697; 0.9789029535864979; 0.9747899159663865; 0.9789915966386555; 0.5875706214689266; 0.6842105263157895; 0.5433247753530167; 0.6282051282051283; 0.7101449275362319; 0.6415893177007003; 0.8252788104089219; 0.8694516971279374; 0.8234789047986876
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.72916667 0.76056338 0.66197183 0.66901408]; 0.5546218487394958; 0.5672268907563025; 0.8235294117647058; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.6187050359712231; 0.7049180327868853; 0.5507348784624082; 0.6308243727598566; 0.7333333333333333; 0.5658192090395481; 0.8346456692913385; 0.8848080133555927; 0.8231146665762736
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.77083333 0.72916667 0.74305556 0.75352113]; 0.6861924686192469; 0.6569037656903766; 0.8210702341137124; 0.918918918918919; 0.8997214484679665; 0.9206128133704735; 0.6478873239436621; 0.6160714285714286; 0.6820514623172104; 0.6434782608695653; 0.6065573770491803; 0.6579795432254448; 0.8132635253054101; 0.7858347386172007; 0.8207780658260132
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.66666667 0.70422535 0.68309859 0.68309859]; 0.680672268907563; 0.6638655462184874; 0.8302521008403362; 0.9353932584269663; 0.9327731092436975; 0.9355742296918768; 0.6935483870967741; 0.7543859649122807; 0.6836445953593662; 0.6721311475409836; 0.7522935779816514; 0.6707204324016783; 0.8322259136212624; 0.8637931034482759; 0.8310768795929905
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.45774648 0.49295775 0.55633803 0.55633803 0.62142857]; 0.4915254237288136; 0.4872881355932203; 0.6084745762711864; 0.6960110041265475; 0.7146892655367232; 0.6878531073446328; 0.5161290322580645; 0.5470085470085471; 0.4919916684622567; 0.4979253112033195; 0.5172413793103449; 0.48778735632183906; 0.6200657894736843; 0.6422487223168655; 0.6086454404164429
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.51408451 0.48591549 0.52112676 0.43661972 0.52857143]; 0.5084745762711864; 0.4915254237288136; 0.8; 1.0; 1.0; 1.0; 0.5468749999999999; 0.5691056910569106; 0.5057917835815526; 0.52; 0.5416666666666666; 0.49066091954022983; 0.8056013179571664; 0.8190954773869347; 0.7997707232560745
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.50694444 0.52777778 0.52816901 0.55633803 0.50704225]; 0.5042016806722689; 0.542016806722689; 0.8058823529411765; 0.9943977591036415; 0.9943977591036415; 0.9943977591036415; 0.48695652173913045; 0.49557522123893805; 0.503787610619469; 0.5551020408163264; 0.5862068965517241; 0.5431034482758621; 0.8057190916736753; 0.8174061433447098; 0.8060540650498385
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77777778 0.6875     0.73611111 0.68055556 0.73239437]; 0.6276150627615062; 0.6485355648535565; 0.7123745819397993; 0.7615062761506275; 0.7604456824512534; 0.7618384401114207; 0.600896860986547; 0.6090909090909091; 0.6262508809020437; 0.6470588235294117; 0.6754385964912281; 0.649719298245614; 0.7079796264855689; 0.7152658662092625; 0.7124453311470457
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.8125     0.875      0.84027778 0.80555556 0.80555556]; 0.575; 0.575; 0.7991666666666667; 0.9488243430152142; 0.9527777777777777; 0.9486111111111111; 0.5984251968503937; 0.628099173553719; 0.5745537884575318; 0.5887096774193549; 0.5934959349593496; 0.5745257452574526; 0.8032653061224491; 0.8145695364238411; 0.7990632917018534
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.76388889 0.73943662 0.64084507 0.64084507]; 0.5546218487394958; 0.48739495798319327; 0.7638655462184873; 0.9270976616231087; 0.9439775910364145; 0.9257703081232492; 0.6044776119402985; 0.6532258064516129; 0.5502971137521222; 0.5080645161290323; 0.5526315789473685; 0.49002546689303905; 0.7739340305711987; 0.8084033613445378; 0.7638655462184875
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.734375   0.70833333 0.72916667 0.69791667 0.72631579]; 0.6269592476489029; 0.6175548589341693; 0.7575187969924813; 0.8329519450800915; 0.7599164926931107; 0.8475991649269311; 0.6269592476489029; 0.5988023952095808; 0.628348566025843; 0.6139240506329114; 0.5843373493975904; 0.6189660603197102; 0.7435387673956263; 0.6908866995073891; 0.7587086558761437
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.74479167 0.69270833 0.75       0.67368421]; 0.6489028213166145; 0.6112852664576802; 0.8095238095238095; 0.9268817204301076; 0.8997912317327766; 0.9290187891440501; 0.6315789473684211; 0.5680473372781065; 0.6540236686390533; 0.5810810810810811; 0.5308641975308642; 0.6125658567272156; 0.8013071895424836; 0.7567901234567901; 0.8103289039675808
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.70833333 0.72105263 0.78421053 0.77368421 0.74210526]; 0.6498422712933754; 0.6340694006309149; 0.8291298865069356; 0.9530916844349681; 0.9390756302521008; 0.9537815126050421; 0.6686567164179105; 0.717948717948718; 0.6508998248128683; 0.6759776536312848; 0.7658227848101266; 0.6344837194490884; 0.8338442673206623; 0.8607594936708861; 0.8292490935691115
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.44791667 0.50526316 0.53684211 0.48421053 0.49473684]; 0.5425867507886435; 0.49842271293375395; 0.5264817150063051; 0.4983164983164983; 0.46638655462184875; 0.5304621848739497; 0.49826989619377166; 0.4931506849315068; 0.5389730032844668; 0.5015673981191221; 0.47337278106508873; 0.5001999040460579; 0.49899933288859233; 0.47281921618204803; 0.5263467150092631
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.515625   0.52083333 0.48958333 0.47395833 0.46875   ]; 0.496875; 0.515625; 0.8025; 1.0; 1.0; 1.0; 0.4789644012944984; 0.4431137724550898; 0.49933466400532267; 0.5317220543806646; 0.5751633986928104; 0.5181206215020938; 0.8025; 0.8025; 0.8025
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.48958333 0.48947368 0.54736842 0.44210526 0.47894737]; 0.5394321766561514; 0.5078864353312302; 0.8045397225725095; 0.9916142557651991; 0.9936974789915967; 0.9915966386554622; 0.5165562913907286; 0.5032258064516129; 0.5386499402628435; 0.4935064935064935; 0.49673202614379086; 0.5075123545353101; 0.8017902813299232; 0.7997448979591837; 0.8044859153137565
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.80526316 0.72631579 0.77894737 0.75263158 0.7393617 ]; 0.6424050632911392; 0.6550632911392406; 0.7284810126582278; 0.7762162162162162; 0.7573839662447257; 0.7816455696202531; 0.6780626780626782; 0.7579617834394905; 0.6431318351159716; 0.6858789625360231; 0.7727272727272727; 0.6579685746352413; 0.7356746765249538; 0.7605095541401274; 0.7286824500260387
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.78947368 0.7        0.74736842 0.71052632 0.8       ]; 0.5981012658227848; 0.6424050632911392; 0.8236409608091024; 0.9582887700534759; 0.9431578947368421; 0.9589473684210527; 0.6116207951070336; 0.6211180124223602; 0.5976557804047284; 0.672463768115942; 0.7341772151898734; 0.6424050632911392; 0.8263845675171126; 0.836272040302267; 0.8235928729430116
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.70833333 0.74736842 0.69473684 0.75789474 0.74210526]; 0.6593059936908517; 0.6561514195583596; 0.8152585119798235; 0.9218106995884774; 0.9411764705882353; 0.9201680672268907; 0.7096774193548386; 0.7374301675977654; 0.6477005910452596; 0.6402640264026402; 0.697841726618705; 0.6607186161183414; 0.8221007893139042; 0.8526448362720404; 0.815211307024909
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7        0.7375     0.70416667 0.74583333 0.69747899]; 0.5887323943661972; 0.6338028169014085; 0.7023060796645703; 0.7260787992495309; 0.6460767946577629; 0.7562604340567612; 0.5780346820809248; 0.5813953488372093; 0.588511882068878; 0.6264367816091955; 0.5956284153005464; 0.6350235099758545; 0.6772727272727272; 0.6247379454926625; 0.7023060796645703
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.74166667 0.725      0.71008403 0.70168067 0.71428571]; 0.6050420168067226; 0.6722689075630253; 0.8359538784067087; 0.953664700926706; 0.948073701842546; 0.9539363484087102; 0.6199460916442049; 0.6424581005586593; 0.6049369154478689; 0.664756446991404; 0.651685393258427; 0.6722114117130122; 0.8358678552700577; 0.8354297693920335; 0.8359538784067087
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7125     0.71666667 0.74166667 0.7        0.69747899]; 0.6422535211267606; 0.6563380281690141; 0.8197064989517819; 0.9202350965575147; 0.9148580968280468; 0.9207011686143572; 0.6701298701298701; 0.712707182320442; 0.6408363497809106; 0.6772486772486773; 0.735632183908046; 0.6578713405728075; 0.8239508700102355; 0.8438155136268344; 0.8197064989517819
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5125     0.50833333 0.55882353 0.53781513 0.54621849]; 0.5154061624649859; 0.484593837535014; 0.5843815513626834; 0.540084388185654; 0.4288107202680067; 0.6348408710217756; 0.4054982817869416; 0.3259668508287293; 0.518097061778001; 0.36551724137931035; 0.30113636363636365; 0.4820598945253642; 0.48136036625245265; 0.3857442348008386; 0.5843815513626833
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.49583333 0.49166667 0.51680672 0.48319328 0.5       ]; 0.4789915966386555; 0.5238095238095238; 0.8134171907756813; 1.0; 1.0; 1.0; 0.4918032786885246; 0.5202312138728323; 0.48022430258859006; 0.5277777777777778; 0.5163043478260869; 0.5240481276702689; 0.8145833333333333; 0.8197064989517819; 0.8134171907756813
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.54583333 0.53333333 0.5        0.50420168 0.51260504]; 0.48739495798319327; 0.5182072829131653; 0.810796645702306; 0.9949748743718593; 0.9949748743718593; 0.9949748743718593; 0.5013623978201635; 0.5139664804469274; 0.48732031887514915; 0.5168539325842697; 0.5168539325842697; 0.5182035026049839; 0.8116849243609807; 0.8155136268343816; 0.810796645702306
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.75210084 0.68067227 0.77731092 0.73109244 0.75      ]; 0.6361111111111111; 0.6111111111111112; 0.7368972746331237; 0.8101889893179951; 0.82996632996633; 0.8055555555555556; 0.6988505747126437; 0.7875647668393783; 0.6243213055753778; 0.6517412935323383; 0.7844311377245509; 0.6227855170488039; 0.7555988315481986; 0.8134171907756813; 0.7368972746331237
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; 10; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.73333333 0.69166667 0.74166667 0.74369748 0.74369748]; 0.6320224719101124; 0.6320224719101124; 0.839622641509434; 0.9627118644067797; 0.9498327759197325; 0.9632107023411371; 0.6525198938992043; 0.640625; 0.6312881097560975; 0.6112759643916914; 0.6280487804878049; 0.6317327235772359; 0.8384371700105597; 0.8322851153039832; 0.839622641509434
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7125     0.74166667 0.73529412 0.74369748 0.70168067]; 0.5350140056022409; 0.5658263305322129; 0.789832285115304; 0.9312714776632302; 0.9078726968174204; 0.932998324958124; 0.5388888888888889; 0.5542857142857143; 0.5353846153846153; 0.565826330532213; 0.554945054945055; 0.5660439560439561; 0.786815523657629; 0.7756813417190775; 0.789832285115304
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.74475524 0.71328671 0.74125874 0.75524476 0.72027972]; 0.6150627615062761; 0.6276150627615062; 0.7762054507337526; 0.823529411764706; 0.8027972027972028; 0.827972027972028; 0.5740740740740741; 0.543859649122807; 0.6119298245614034; 0.6079295154185023; 0.552; 0.6312631578947369; 0.7675557974959172; 0.7389937106918238; 0.7762054507337526
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; 12; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.75       0.67708333 0.75347222 0.71875    0.75174825]; 0.5787234042553191; 0.6468085106382979; 0.8364779874213837; 0.9081920903954801; 0.894297635605007; 0.9095966620305981; 0.611764705882353; 0.6190476190476191; 0.5755788553953691; 0.6437768240343348; 0.6880733944954128; 0.649592252803262; 0.8361344537815126; 0.8343815513626834; 0.8364779874213836
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.71678322 0.75874126 0.75174825 0.72727273 0.72027972]; 0.6317991631799164; 0.6569037656903766; 0.8474842767295597; 0.9150877192982456; 0.9118881118881119; 0.9153846153846154; 0.6691729323308271; 0.8165137614678899; 0.6467184191954833; 0.7132867132867133; 0.7846153846153846; 0.6446012702893437; 0.8528072837632776; 0.8836477987421384; 0.8474842767295598
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.5625     0.52777778 0.53496503 0.54195804 0.55944056]; 0.459915611814346; 0.5611814345991561; 0.560796645702306; 0.5530973451327434; 0.5230125523012552; 0.5774058577405857; 0.4074074074074074; 0.39285714285714285; 0.4564285714285714; 0.5806451612903225; 0.576; 0.5603214285714286; 0.5395604395604395; 0.5146750524109015; 0.560796645702306
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.54895105 0.54545455 0.52447552 0.49300699 0.4965035 ]; 0.5146443514644351; 0.4686192468619247; 0.8726415094339622; 1.0; 1.0; 1.0; 0.5084745762711864; 0.5217391304347826; 0.5149018232819075; 0.4549356223175966; 0.4274193548387097; 0.47023141654978956; 0.8720379146919431; 0.8679245283018868; 0.8726415094339622
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.49300699 0.48601399 0.47902098 0.45454545 0.51398601]; 0.4811715481171548; 0.5774058577405857; 0.8805031446540881; 0.9979006298110568; 0.9972027972027973; 0.9979020979020979; 0.4789915966386554; 0.49137931034482757; 0.481462012895991; 0.5910931174089069; 0.5934959349593496; 0.5769203812727782; 0.8808777429467086; 0.8836477987421384; 0.8805031446540881
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.70629371 0.71678322 0.68531469 0.72887324]; 0.6541666666666667; 0.6083333333333333; 0.7389937106918238; 0.7805878332194122; 0.7997198879551821; 0.7752100840336134; 0.6867924528301886; 0.728; 0.6509565217391304; 0.6299212598425197; 0.6956521739130435; 0.6118260869565217; 0.7487386478304743; 0.7777777777777778; 0.7389937106918238
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70979021 0.6993007  0.72377622 0.68531469 0.70070423]; 0.6291666666666667; 0.65; 0.8584905660377359; 0.9295570079883806; 0.896358543417367; 0.9320728291316527; 0.6337448559670781; 0.616; 0.6297391304347827; 0.6283185840707963; 0.6173913043478261; 0.648695652173913; 0.8537378114842903; 0.8259958071278826; 0.8584905660377358
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.74305556 0.69791667 0.76041667 0.72916667 0.73426573]; 0.5063829787234042; 0.5361702127659574; 0.810796645702306; 0.9044943820224719; 0.8956884561891516; 0.9054242002781641; 0.5322580645161291; 0.5945945945945946; 0.5110069747166521; 0.5917602996254681; 0.6370967741935484; 0.5302600988084859; 0.8138215575038681; 0.8270440251572327; 0.810796645702306
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.65625    0.72916667 0.72916667 0.72916667]; 0.56875; 0.55; 0.7025; 0.8040404040404041; 0.8291666666666667; 0.7979166666666666; 0.5868263473053892; 0.620253164556962; 0.5693858415377403; 0.6; 0.627906976744186; 0.5436832181018227; 0.7173396674584324; 0.745679012345679; 0.7019534302234723
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; 4; svd_trunc_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.71875    0.69148936 0.77659574 0.76595745 0.62765957]; 0.6178343949044586; 0.6050955414012739; 0.8002544529262087; 0.9220489977728284; 0.8771186440677966; 0.9258474576271186; 0.5454545454545455; 0.4931506849315068; 0.6096705805609914; 0.5441176470588236; 0.4567901234567901; 0.6099740090968161; 0.7810320781032078; 0.717948717948718; 0.7996309246309247
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.70833333 0.77083333 0.78125    0.71875   ]; 0.55625; 0.60625; 0.79125; 0.9290322580645162; 0.9; 0.9312499999999999; 0.5534591194968553; 0.55; 0.55625; 0.5882352941176471; 0.6081081081081081; 0.6063796354494029; 0.7850707850707851; 0.7741116751269036; 0.7909967242629592
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.57291667 0.54166667 0.53125    0.45833333]; 0.48125; 0.5125; 0.71; 0.8577154308617235; 0.8916666666666667; 0.8520833333333333; 0.5202312138728324; 0.5625; 0.48124999999999996; 0.5125000000000001; 0.5; 0.5128205128205129; 0.7211538461538461; 0.746268656716418; 0.7098177454436361
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.48958333 0.48958333 0.47916667 0.54166667 0.46808511]; 0.5220125786163522; 0.4528301886792453; 0.7952261306532663; 1.0; 1.0; 1.0; 0.5064935064935066; 0.4936708860759494; 0.5218354430379747; 0.3829787234042553; 0.34177215189873417; 0.4521360759493671; 0.7891332470892627; 0.7682619647355163; 0.7951585512900639
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.45833333 0.47916667 0.5625     0.51041667 0.61458333]; 0.525; 0.56875; 0.8175; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5476190476190476; 0.5227272727272727; 0.5252525252525252; 0.5818181818181818; 0.5925925925925926; 0.5684481950304735; 0.8201970443349753; 0.8141809290953546; 0.8175763980515136
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.6875     0.6875     0.6875     0.75      ]; 0.5125; 0.58125; 0.71875; 0.8297872340425533; 0.8125; 0.8333333333333333; 0.5; 0.527027027027027; 0.5135135135135135; 0.5379310344827586; 0.5131578947368421; 0.5780075187969924; 0.708171206225681; 0.7; 0.7182926829268292
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.71875    0.63829787 0.67021277 0.62765957]; 0.569620253164557; 0.6012658227848101; 0.8075949367088607; 0.9548387096774194; 0.9367088607594937; 0.9556962025316456; 0.6; 0.7183098591549296; 0.5832928606119475; 0.6480446927374302; 0.7532467532467533; 0.6050184383517717; 0.8132678132678132; 0.8597402597402597; 0.8088824755491422
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.77083333 0.75       0.71875    0.74468085]; 0.6477987421383647; 0.559748427672956; 0.8040201005025126; 0.9369747899159665; 0.9330543933054394; 0.9372384937238494; 0.6410256410256411; 0.625; 0.6479430379746836; 0.5333333333333332; 0.5882352941176471; 0.5633484162895928; 0.8005115089514065; 0.8087855297157622; 0.8041482660803749
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; 6; svd_trunc_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.68309859 0.69014085 0.74647887 0.73943662 0.78571429]; 0.6016949152542372; 0.6610169491525424; 0.7550847457627119; 0.8373408769448374; 0.8361581920903954; 0.8375706214689265; 0.6328125000000001; 0.6864406779661016; 0.6016949152542372; 0.6581196581196581; 0.6936936936936937; 0.6628468468468469; 0.7585630743525481; 0.7787307032590052; 0.7553620015457505
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.73611111 0.69014085 0.73239437 0.74647887 0.70422535]; 0.5569620253164557; 0.6075949367088608; 0.7824620573355818; 0.9130434782608696; 0.8848314606741573; 0.9157303370786517; 0.5816733067729083; 0.6033057851239669; 0.5559632373895697; 0.6352941176470588; 0.6585365853658537; 0.6055840821566111; 0.7842809364548495; 0.7816666666666666; 0.7824715585893061
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75694444 0.72916667 0.73611111 0.72222222 0.71126761]; 0.6694560669456067; 0.602510460251046; 0.7918060200668896; 0.8974008207934336; 0.9136490250696379; 0.8955431754874651; 0.680161943319838; 0.672; 0.6693333333333334; 0.609053497942387; 0.6166666666666667; 0.6024509803921569; 0.7960687960687961; 0.804635761589404; 0.7916759889028101
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54166667 0.49305556 0.5915493  0.53521127 0.56338028]; 0.5294117647058824; 0.5294117647058824; 0.565546218487395; 0.5843971631205673; 0.5770308123249299; 0.5896358543417367; 0.5172413793103448; 0.5217391304347826; 0.5291622481442206; 0.5213675213675213; 0.5258620689655172; 0.5293244771057095; 0.5584970111016225; 0.5561224489795918; 0.5654366397721879
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; 6; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.4084507  0.45774648 0.47183099 0.51408451 0.44366197]; 0.5084745762711864; 0.4788135593220339; 0.7978003384094755; 1.0; 1.0; 1.0; 0.5206611570247933; 0.4846153846153846; 0.5111756168359942; 0.4434389140271493; 0.44545454545454544; 0.4766955266955266; 0.7962489343563512; 0.7848739495798319; 0.7978884228308017
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.50704225 0.5915493  0.52816901 0.50704225 0.49295775]; 0.4830508474576271; 0.5084745762711864; 0.7910321489001692; 0.9873060648801129; 0.9859154929577465; 0.9873239436619718; 0.4454545454545455; 0.4336283185840708; 0.48104180156845816; 0.4821428571428571; 0.47368421052631576; 0.5073339085418463; 0.7857762359063314; 0.7783505154639175; 0.7908419243986254
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.67361111 0.6971831  0.71126761 0.64084507]; 0.6386554621848739; 0.6176470588235294; 0.7168067226890756; 0.796437659033079; 0.876750700280112; 0.7759103641456583; 0.6614173228346457; 0.6774193548387096; 0.6369552914544426; 0.6192468619246861; 0.6915887850467289; 0.6244203467218377; 0.7365129007036748; 0.8010204081632653; 0.7177859515899383
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.72916667 0.66666667 0.75       0.67361111]; 0.5875; 0.6291666666666667; 0.7941666666666667; 0.9163120567375886; 0.8972222222222223; 0.9180555555555555; 0.5676855895196506; 0.5327868852459017; 0.5884273409280356; 0.5972850678733032; 0.528; 0.6335652173913043; 0.7861471861471861; 0.7479406919275123; 0.7947123358457124
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.6875     0.65277778 0.74305556 0.67361111 0.68055556]; 0.6; 0.6708333333333333; 0.8016666666666666; 0.9106382978723404; 0.8916666666666667; 0.9125; 0.5471698113207547; 0.5225225225225225; 0.5945945945945947; 0.6775510204081633; 0.664; 0.6711304347826088; 0.7951807228915663; 0.7751677852348994; 0.8014911773856617
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.68947368 0.70526316 0.63684211 0.68947368 0.69680851]; 0.6107594936708861; 0.5981012658227848; 0.6645569620253164; 0.7227722772277229; 0.770042194092827; 0.7046413502109705; 0.659279778393352; 0.725609756097561; 0.6062259306803595; 0.6701298701298701; 0.80625; 0.5954326923076922; 0.6981776765375854; 0.768170426065163; 0.6634969777384638
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.65625    0.67894737 0.69473684 0.69473684]; 0.6572327044025157; 0.6949685534591195; 0.8150943396226416; 0.9047619047619048; 0.8763102725366876; 0.9077568134171907; 0.6064981949458483; 0.525; 0.6580696202531645; 0.662020905923345; 0.572289156626506; 0.7006182625237795; 0.8024193548387095; 0.7434620174346201; 0.8158224953755058
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.71354167 0.73958333 0.67368421 0.66842105]; 0.5974842767295597; 0.6792452830188679; 0.8153266331658291; 0.9304347826086957; 0.895397489539749; 0.9330543933054393; 0.6144578313253013; 0.6257668711656442; 0.5967544033247576; 0.6751592356687897; 0.654320987654321; 0.679724596391263; 0.8122605363984674; 0.7920298879202988; 0.8155333216534322
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52083333 0.56770833 0.48947368 0.52105263 0.53684211]; 0.5062893081761006; 0.5283018867924528; 0.5786163522012578; 0.6024096385542169; 0.5765199161425576; 0.6194968553459119; 0.5139318885448917; 0.49700598802395207; 0.5067811397073403; 0.5000000000000001; 0.487012987012987; 0.5270430788723471; 0.5638020833333334; 0.5426065162907269; 0.5787527530948583
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5        0.50520833 0.47916667 0.47894737 0.47894737]; 0.4748427672955975; 0.5094339622641509; 0.7971105527638191; 1.0; 1.0; 1.0; 0.44884488448844884; 0.43037974683544306; 0.4745648734177216; 0.48000000000000004; 0.4768211920529801; 0.5078716738708015; 0.7928159076330981; 0.7852604828462516; 0.7969780675100823
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.53645833 0.53157895 0.53157895 0.52631579 0.57894737]; 0.5047318611987381; 0.5078864353312302; 0.7963430012610341; 0.989539748953975; 0.9936974789915967; 0.9894957983193278; 0.4452296819787986; 0.4012738853503185; 0.5037619426751593; 0.47651006711409394; 0.4382716049382716; 0.509458383114297; 0.7898503578399481; 0.7635220125786164; 0.7964259873259707
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.69791667 0.68229167 0.72105263 0.71578947 0.72105263]; 0.6069182389937107; 0.5943396226415094; 0.689937106918239; 0.7427341227125942; 0.7232704402515723; 0.749475890985325; 0.5283018867924528; 0.4166666666666667; 0.6183333333333334; 0.4266666666666667; 0.32432432432432434; 0.5768680445151033; 0.6525722339675829; 0.5838587641866331; 0.6896709128335925
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.64736842 0.64736842 0.69473684 0.62631579 0.65957447]; 0.6392405063291139; 0.6265822784810127; 0.8145569620253165; 0.9353128313891835; 0.930379746835443; 0.9356540084388186; 0.6545454545454545; 0.6585365853658537; 0.6384788189987164; 0.6265822784810128; 0.678082191780822; 0.6302175664786462; 0.815607300188798; 0.826530612244898; 0.8146472156701876
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68947368 0.66842105 0.71578947 0.73157895 0.69473684]; 0.6455696202531646; 0.5569620253164557; 0.7945638432364096; 0.9222577209797658; 0.911578947368421; 0.9231578947368421; 0.656441717791411; 0.66875; 0.6452724358974358; 0.5652173913043479; 0.5481927710843374; 0.5574297188755021; 0.7952110901071203; 0.787765293383271; 0.7946508925303039
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64583333 0.675      0.72689076 0.68067227 0.71008403]; 0.5854341736694678; 0.5882352941176471; 0.6766247379454927; 0.7228915662650602; 0.7035175879396985; 0.730318257956449; 0.5934065934065934; 0.6206896551724138; 0.5863011117392123; 0.637037037037037; 0.7049180327868853; 0.5852176370830978; 0.6804764370792336; 0.6886792452830188; 0.6766247379454926
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.67647059 0.67647059 0.73109244 0.66525424]; 0.6305555555555555; 0.6194444444444445; 0.8081761006289309; 0.917383820998279; 0.8973063973063973; 0.9191919191919191; 0.546075085324232; 0.45454545454545453; 0.6267292490118577; 0.5448504983388703; 0.44565217391304346; 0.6233942687747036; 0.7915717539863326; 0.7285115303983228; 0.8081761006289307
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.67226891 0.69747899 0.70588235 0.64705882 0.66949153]; 0.6; 0.6222222222222222; 0.7976939203354297; 0.910472972972973; 0.9074074074074074; 0.9107744107744109; 0.5885714285714285; 0.5852272727272727; 0.5996788537549407; 0.6136363636363638; 0.5869565217391305; 0.6230237154150198; 0.7953340402969247; 0.7861635220125787; 0.7976939203354299
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.50420168 0.50840336 0.58403361 0.53781513 0.58474576]; 0.525; 0.49722222222222223; 0.5644654088050315; 0.599163179916318; 0.6026936026936027; 0.5968013468013468; 0.5289256198347108; 0.5393258426966292; 0.5251574268428201; 0.539440203562341; 0.5824175824175825; 0.4962649709840722; 0.5740645822655049; 0.5870020964360587; 0.5644654088050315
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.50416667 0.51666667 0.45833333 0.4625     0.4789916 ]; 0.5380281690140845; 0.5267605633802817; 0.8259958071278826; 1.0; 1.0; 1.0; 0.5469613259668509; 0.5294117647058824; 0.538515406162465; 0.48466257668711654; 0.47023809523809523; 0.5238891010949834; 0.823966065747614; 0.8144654088050315; 0.8259958071278826
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.54201681 0.52521008 0.55882353 0.53781513 0.52118644]; 0.48055555555555557; 0.525; 0.79979035639413; 0.9797297297297297; 0.9764309764309764; 0.9797979797979797; 0.5117493472584856; 0.5051546391752577; 0.4784809340454601; 0.48338368580060426; 0.4819277108433735; 0.5218916904732331; 0.7987355110642781; 0.7945492662473794; 0.79979035639413
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62083333 0.72083333 0.68907563 0.71848739 0.69747899]; 0.6694677871148459; 0.6274509803921569; 0.7070230607966457; 0.731239092495637; 0.7018425460636516; 0.7420435510887773; 0.6775956284153006; 0.7126436781609196; 0.6705294893536838; 0.6649874055415617; 0.7213114754098361; 0.625023553796872; 0.7071765322158199; 0.7075471698113207; 0.7070230607966457
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.69583333 0.68067227 0.71008403 0.65966387]; 0.6386554621848739; 0.6330532212885154; 0.8155136268343816; 0.9222972972972974; 0.914572864321608; 0.9229480737018425; 0.6366197183098592; 0.6108108108108108; 0.6397077309868008; 0.6112759643916914; 0.5988372093023255; 0.6318510370835951; 0.8123667377398721; 0.7987421383647799; 0.8155136268343816
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.675      0.66666667 0.66666667 0.72916667 0.68333333]; 0.6299435028248588; 0.6214689265536724; 0.8013626834381551; 0.9046822742474917; 0.9016666666666666; 0.9049999999999999; 0.599388379204893; 0.5568181818181818; 0.6295326864147088; 0.6058823529411764; 0.5786516853932584; 0.6217122063329928; 0.7965646806226516; 0.7777777777777778; 0.8013626834381551
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70979021 0.72377622 0.63636364 0.6958042  0.65140845]; 0.675; 0.65; 0.7479035639412998; 0.7751937984496124; 0.7703081232492998; 0.7766106442577031; 0.6517857142857142; 0.6033057851239669; 0.6756024723939162; 0.6347826086956523; 0.6134453781512605; 0.6496978956872005; 0.7431927389215163; 0.7295597484276729; 0.7479035639412996
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.68181818 0.68531469 0.7027972  0.70774648]; 0.6541666666666667; 0.5875; 0.8406708595387841; 0.9126074498567335; 0.8921568627450981; 0.9145658263305322; 0.5202312138728324; 0.4166666666666667; 0.6325757575757577; 0.4974619289340102; 0.3712121212121212; 0.6115319865319865; 0.827859569648924; 0.7662473794549266; 0.840670859538784
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.67708333 0.68531469 0.67482517 0.70629371]; 0.6160337552742616; 0.6666666666666666; 0.8385744234800838; 0.9028169014084506; 0.8940027894002789; 0.9037656903765691; 0.5603864734299516; 0.48333333333333334; 0.6177350427350428; 0.6069651741293532; 0.5213675213675214; 0.6648504273504273; 0.8315098468271335; 0.7966457023060797; 0.8385744234800839
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51748252 0.55594406 0.54895105 0.54545455 0.52816901]; 0.45; 0.5333333333333333; 0.5628930817610063; 0.5779685264663805; 0.5658263305322129; 0.5868347338935574; 0.4634146341463415; 0.4634146341463415; 0.44965603502188867; 0.5044247787610618; 0.48717948717948717; 0.5322076297686054; 0.5540106951871657; 0.5429769392033543; 0.5628930817610063
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.5        0.51748252 0.48601399 0.51748252 0.51048951]; 0.5104602510460251; 0.502092050209205; 0.8763102725366876; 1.0; 1.0; 1.0; 0.4978540772532189; 0.47540983606557374; 0.5112091915370603; 0.4663677130044843; 0.4444444444444444; 0.5009107468123861; 0.8748674443266172; 0.8647798742138365; 0.8763102725366876
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.47569444 0.47916667 0.50699301 0.4965035  0.47902098]; 0.510548523206751; 0.5443037974683544; 0.8784067085953878; 0.9944289693593314; 0.99581589958159; 0.9944211994421199; 0.536; 0.5; 0.5121359223300971; 0.4807692307692308; 0.4854368932038835; 0.5374945660049268; 0.8775079197465682; 0.8710691823899371; 0.8784067085953879
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.59440559 0.66083916 0.68531469 0.6584507 ]; 0.6083333333333333; 0.65; 0.6975890985324947; 0.733822548365577; 0.7703081232492998; 0.7205882352941178; 0.626984126984127; 0.6124031007751938; 0.6080033521893987; 0.6216216216216216; 0.6216216216216216; 0.6480201131363922; 0.7075519513431323; 0.7316561844863732; 0.6975890985324947
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.68531469 0.6958042  0.68531469 0.72183099]; 0.6166666666666667; 0.6708333333333333; 0.8422431865828093; 0.9090909090909091; 0.9103641456582633; 0.9089635854341737; 0.5999999999999999; 0.5655737704918032; 0.6175326479577661; 0.6609442060085836; 0.652542372881356; 0.6705334815226452; 0.8409931325937664; 0.8343815513626834; 0.8422431865828093
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.7027972  0.64335664 0.62587413 0.6958042  0.67957746]; 0.65; 0.6208333333333333; 0.8474842767295597; 0.9188811188811189; 0.9201680672268907; 0.9187675070028011; 0.6347826086956522; 0.5934959349593496; 0.6514488221805295; 0.5727699530516432; 0.5213675213675214; 0.618407337919533; 0.8446342765616657; 0.8291404612159329; 0.8474842767295597
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4875; 0.50625; 0.49875; 0.6666666666666666; 1.0; 0.5; 0.6554621848739496; 1.0; 0.5; 0.6721991701244813; 1.0; 0.5; 0.6655546288573811; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5 0.5 0.5 0.5 0.5]; 0.4528301886792453; 0.49056603773584906; 0.4886934673366834; 0.6666666666666666; 1.0; 0.5; 0.6233766233766235; 1.0; 0.5; 0.6582278481012659; 1.0; 0.5; 0.6565400843881857; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.55208333 0.44791667 0.48958333 0.5        0.5212766 ]; 0.5220125786163522; 0.5660377358490566; 0.6708542713567839; 0.8033613445378152; 1.0; 0.7552301255230125; 0.6274509803921569; 0.7901234567901234; 0.5168566001899335; 0.6666666666666666; 0.8625; 0.5641613924050632; 0.7395626242544733; 0.93; 0.6695454545454546
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.52083333 0.5625     0.5        0.45744681 0.45744681]; 0.43670886075949367; 0.5063291139240507; 0.6544303797468355; 0.7754237288135594; 0.7721518987341772; 0.7763713080168777; 0.3597122302158273; 0.3246753246753247; 0.43394260060926726; 0.4868421052631579; 0.5068493150684932; 0.5063658340048348; 0.6422018348623852; 0.6330749354005168; 0.6540064503305313
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.5625     0.5212766  0.58510638 0.59574468]; 0.5443037974683544; 0.44936708860759494; 0.7987341772151899; 1.0; 1.0; 1.0; 0.5555555555555555; 0.5294117647058824; 0.5455278001611603; 0.423841059602649; 0.48484848484848486; 0.4543807641633729; 0.797966963151207; 0.8092783505154639; 0.7989177822229061
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.48958333 0.45833333 0.48958333 0.44680851 0.4787234 ]; 0.4810126582278481; 0.5443037974683544; 0.7992424242424242; 0.9894736842105263; 0.9873949579831933; 0.9894957983193278; 0.4875; 0.5064935064935064; 0.48164181497514835; 0.4782608695652174; 0.4782608695652174; 0.5368832437713726; 0.7943078913324708; 0.7994791666666666; 0.799249387254902
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.53125    0.51041667 0.51041667 0.40625   ]; 0.49375; 0.45625; 0.7425; 0.9227642276422764; 0.9458333333333333; 0.9208333333333334; 0.5371428571428573; 0.5802469135802469; 0.4926551023597437; 0.423841059602649; 0.45714285714285713; 0.45634920634920634; 0.7481662591687042; 0.782608695652174; 0.7433825874348888
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.48958333 0.625      0.55208333 0.53125   ]; 0.43125; 0.48125; 0.7825; 1.0; 1.0; 1.0; 0.4550898203592814; 0.4935064935064935; 0.43350023470505394; 0.484472049689441; 0.5064935064935064; 0.48216241589735565; 0.7846534653465347; 0.8045685279187818; 0.7828261358805731
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.46875    0.47916667 0.39583333 0.5        0.55319149]; 0.48427672955974843; 0.5723270440251572; 0.8090452261306532; 0.995798319327731; 0.9916317991631799; 0.99581589958159; 0.4675324675324676; 0.4186046511627907; 0.4901242433896145; 0.5072463768115941; 0.5645161290322581; 0.570917858330562; 0.8020833333333334; 0.7958656330749354; 0.8086907627477367
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5462184873949579; 0.5042016806722689; 0.5100840336134453; 0.6666666666666666; 1.0; 0.5; 0.7065217391304348; 1.0; 0.5; 0.6703910614525139; 1.0; 0.5; 0.6755703951029494; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5791666666666667; 0.5083333333333333; 0.5175; 0.6666666666666666; 1.0; 0.5; 0.7335092348284962; 1.0; 0.5; 0.6740331491712707; 1.0; 0.5; 0.6820428336079076; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.54225352 0.50704225 0.55633803 0.48591549 0.54929577]; 0.4491525423728814; 0.4957627118644068; 0.6362098138747885; 0.7968574635241302; 1.0; 0.7450704225352113; 0.5578231292517007; 0.7256637168141593; 0.46039283401683573; 0.6198083067092651; 0.7578125; 0.47149884259259267; 0.7129506008010681; 0.8959731543624161; 0.6339934031197746
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.55555556 0.52083333 0.5625     0.50704225 0.53521127]; 0.542016806722689; 0.4831932773109244; 0.537751677852349; 0.4452173913043479; 0.3575418994413408; 0.5544692737430168; 0.4522613065326634; 0.38461538461538464; 0.5394151303242213; 0.4170616113744076; 0.35772357723577236; 0.4875574407917992; 0.44060913705583754; 0.362876254180602; 0.5383404839926579
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.44366197 0.46478873 0.50704225 0.49295775 0.45714286]; 0.5084745762711864; 0.5254237288135594; 0.8067796610169492; 1.0; 1.0; 1.0; 0.4956521739130435; 0.5327102803738317; 0.5105411866985438; 0.5409836065573771; 0.559322033898305; 0.5254237288135593; 0.8071065989847714; 0.8238341968911918; 0.8070918072642315
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52083333 0.5        0.43055556 0.51388889 0.49295775]; 0.5271966527196653; 0.502092050209205; 0.8035117056856187; 0.9958391123439667; 1.0; 0.9958217270194987; 0.549800796812749; 0.5348837209302325; 0.5265327695560253; 0.48484848484848486; 0.43410852713178294; 0.5079633544749823; 0.8046550290939318; 0.7844408427876823; 0.8041375198394372
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.47222222 0.625      0.51408451 0.45070423 0.43661972]; 0.4831932773109244; 0.5084033613445378; 0.7655462184873949; 0.9449929478138223; 0.938375350140056; 0.9453781512605041; 0.5214007782101168; 0.5; 0.4807692307692307; 0.5338645418326694; 0.5826086956521739; 0.5108165429480381; 0.7707477403451108; 0.7739273927392739; 0.7653883539038836
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.44444444 0.45138889 0.48611111 0.48591549 0.49295775]; 0.5; 0.5042016806722689; 0.8011744966442953; 1.0; 1.0; 1.0; 0.5824561403508772; 0.664; 0.4912920353982302; 0.562962962962963; 0.628099173553719; 0.5020837748110476; 0.8135326514555469; 0.8559602649006622; 0.8004291120421679
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.54166667 0.51408451 0.47183099 0.46478873 0.47887324]; 0.4388185654008439; 0.5569620253164557; 0.7976391231028668; 0.9971830985915493; 0.9943820224719101; 0.997191011235955; 0.41921397379912667; 0.4067796610169492; 0.4386839481555334; 0.5493562231759657; 0.5517241379310345; 0.5568538045027073; 0.7952218430034129; 0.7898305084745763; 0.7975998179956773
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.49056603773584906; 0.4981132075471698; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6582278481012659; 1.0; 0.5; 0.6649874055415618; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5345911949685535; 0.48742138364779874; 0.5044025157232704; 0.6666666666666666; 1.0; 0.5; 0.6967213114754098; 1.0; 0.5; 0.6553911205073996; 1.0; 0.5; 0.6705685618729097; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.453125   0.50526316 0.51578947 0.43684211 0.51578947]; 0.4921135646687697; 0.5205047318611987; 0.6324085750315258; 0.6041055718475073; 0.4327731092436975; 0.7163865546218487; 0.3090128755364807; 0.21951219512195122; 0.5019129603060736; 0.29629629629629634; 0.21621621621621623; 0.5015992323684632; 0.4845269672855879; 0.3477157360406091; 0.6306247853135377
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.5        0.54210526 0.42105263 0.48421053 0.54736842]; 0.5221518987341772; 0.49050632911392406; 0.54551201011378; 0.6227988878591288; 0.7073684210526315; 0.5715789473684211; 0.5746478873239437; 0.6496815286624203; 0.52295397187838; 0.575197889182058; 0.6566265060240963; 0.4816465863453815; 0.6034197462768892; 0.6854636591478697; 0.5442624418188328
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51052632 0.47894737 0.51052632 0.45263158 0.46315789]; 0.5253164556962026; 0.4778481012658228; 0.8008849557522124; 1.0; 1.0; 1.0; 0.5192307692307693; 0.5; 0.525974025974026; 0.4761904761904762; 0.4716981132075472; 0.47788727316428314; 0.8002536461636018; 0.792713567839196; 0.8009369365913538
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52604167 0.47395833 0.47916667 0.53125    0.48958333]; 0.459375; 0.48125; 0.785625; 0.9958246346555325; 0.99375; 0.9958333333333332; 0.4175084175084175; 0.4025974025974026; 0.45732279768424344; 0.46794871794871795; 0.43452380952380953; 0.4837092731829574; 0.7811104020421188; 0.7630922693266833; 0.7856814730092063
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5625     0.484375   0.5625     0.52083333 0.48947368]; 0.49843260188087773; 0.5141065830721003; 0.7625313283208021; 0.9330543933054393; 0.9311064718162839; 0.9331941544885177; 0.5121951219512195; 0.5121951219512195; 0.4980330448465775; 0.5201238390092879; 0.5283018867924528; 0.5141509433962264; 0.7641568139390168; 0.7655860349127181; 0.7625159393707167
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; 8; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.546875   0.44791667 0.5        0.50520833 0.51041667]; 0.540625; 0.521875; 0.8125; 1.0; 1.0; 1.0; 0.514851485148515; 0.484472049689441; 0.5409781632095004; 0.5048543689320388; 0.49056603773584906; 0.5216805343958748; 0.8091603053435115; 0.795; 0.8125
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.54166667 0.51052632 0.56842105 0.55789474 0.51052632]; 0.4889589905362776; 0.5299684542586751; 0.800126103404792; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.47741935483870973; 0.4431137724550898; 0.4915568862275449; 0.529968454258675; 0.525; 0.530015923566879; 0.7989854153455929; 0.7845579078455791; 0.8003249309342837
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svd; 16; 184; 200; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.49019607843137253; 0.5098039215686274; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6578947368421052; 1.0; 0.5; 0.6753246753246753; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svd; 16; 184; 200; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.5 0.5 0.5 0.5 0.5]; 0.49014084507042255; 0.5098591549295775; 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_10_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.47083333 0.46666667 0.50833333 0.48319328 0.52941176]; 0.5140449438202247; 0.4943820224719101; 0.65041928721174; 0.7920529801324503; 1.0; 0.7374581939799332; 0.594847775175644; 0.7175141242937854; 0.5151816431524793; 0.6017699115044247; 0.7597765363128491; 0.49288261843891046; 0.7208036835496023; 0.9025157232704403; 0.65041928721174
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.5125     0.4789916  0.52521008 0.53781513 0.4789916 ]; 0.4776536312849162; 0.5418994413407822; 0.6975890985324947; 0.8068376068376069; 0.7919463087248322; 0.8104026845637584; 0.46418338108882523; 0.43315508021390375; 0.479735434843794; 0.52046783625731; 0.52046783625731; 0.5409825812302593; 0.6899516389038152; 0.6729559748427673; 0.6975890985324947
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.49166667 0.50833333 0.47916667 0.50416667 0.46638655]; 0.5380281690140845; 0.5070422535211268; 0.8223270440251572; 1.0; 1.0; 1.0; 0.5367231638418078; 0.5248618784530387; 0.5382930081920366; 0.5205479452054794; 0.5459770114942529; 0.5077951355813806; 0.8231611893583725; 0.8270440251572327; 0.8223270440251572
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.47478992 0.54621849 0.55882353 0.49579832 0.47033898]; 0.49444444444444446; 0.4527777777777778; 0.7945492662473794; 0.9890848026868178; 0.9915824915824916; 0.989057239057239; 0.49162011173184356; 0.5; 0.4945652173913043; 0.4154302670623145; 0.3804347826086957; 0.45442193675889325; 0.7921527041357371; 0.7830188679245284; 0.7945492662473795
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52941176 0.5210084  0.55462185 0.55462185 0.50423729]; 0.48333333333333334; 0.5; 0.55083857442348; 0.5474654377880184; 0.5; 0.5867003367003367; 0.4076433121019108; 0.37209302325581395; 0.47859970311726874; 0.4705882352941176; 0.425531914893617; 0.5034636318654131; 0.5071880391029326; 0.46226415094339623; 0.55083857442348
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.54583333 0.50833333 0.55416667 0.5625     0.51680672]; 0.5014084507042254; 0.523943661971831; 0.8186582809224319; 1.0; 1.0; 1.0; 0.556390977443609; 0.5904255319148937; 0.4958115683526564; 0.5420054200542006; 0.5988023952095808; 0.5281246018601096; 0.8240081383519838; 0.8490566037735849; 0.8186582809224319
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.4875     0.50420168 0.51260504 0.51680672 0.56302521]; 0.5139664804469274; 0.5; 0.810796645702306; 0.9932659932659933; 0.9899328859060402; 0.9932885906040266; 0.5347593582887701; 0.5555555555555556; 0.5137328339575531; 0.5251989389920424; 0.5561797752808989; 0.5003121098626716; 0.8138215575038681; 0.8270440251572327; 0.810796645702306
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svd; 16; 184; 200; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4875; 0.5125; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6554621848739496; 1.0; 0.5; 0.6776859504132231; 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; 1434; 478; 478; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4430379746835443; 0.5569620253164557; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6140350877192983; 1.0; 0.5; 0.7154471544715447; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.4965035  0.49300699 0.48601399 0.46853147 0.48591549]; 0.55; 0.475; 0.6776729559748428; 0.6361031518624641; 0.46638655462184875; 0.7331932773109244; 0.3414634146341463; 0.25225225225225223; 0.5292269013199246; 0.3; 0.20930232558139536; 0.4965430546825895; 0.5578720345075485; 0.40670859538784065; 0.6776729559748428
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.51041667 0.46503497 0.52797203 0.45804196 0.51748252]; 0.5084033613445378; 0.4369747899159664; 0.8684486373165619; 1.0; 1.0; 1.0; 0.4845814977973568; 0.4583333333333333; 0.5088276836158192; 0.45081967213114754; 0.4661016949152542; 0.43721751412429377; 0.8681029952706254; 0.8658280922431866; 0.8684486373165619
ensemble_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.52430556 0.52083333 0.52447552 0.54195804 0.47552448]; 0.47257383966244726; 0.5021097046413502; 0.8726415094339622; 1.0; 1.0; 1.0; 0.48132780082987553; 0.4915254237288136; 0.4726534681669278; 0.47787610619469023; 0.453781512605042; 0.5023144851160803; 0.8721725407680168; 0.8689727463312369; 0.8726415094339622
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.48951049 0.53846154 0.52447552 0.53146853 0.53146853]; 0.5397489539748954; 0.5188284518828452; 0.8789308176100629; 0.995798319327731; 0.9944055944055944; 0.9958041958041959; 0.5703125; 0.584; 0.5376140350877193; 0.5021645021645021; 0.5087719298245614; 0.5183859649122807; 0.879373368146214; 0.8825995807127882; 0.8789308176100629
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48263889 0.47202797 0.55944056 0.47552448 0.50699301]; 0.4957983193277311; 0.5336134453781513; 0.6210691823899371; 0.6616231086657497; 0.6717877094972067; 0.6564245810055865; 0.5041322314049586; 0.5350877192982456; 0.49738256932654223; 0.5612648221343873; 0.5725806451612904; 0.5319043576683645; 0.629040533606978; 0.6425576519916143; 0.6210691823899371
ensemble_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; 12; svd_trunc_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.50694444 0.53125    0.53819444 0.55594406 0.55244755]; 0.5211864406779662; 0.4745762711864407; 0.8757861635220126; 1.0; 1.0; 1.0; 0.5568627450980391; 0.568; 0.5182342342342342; 0.45614035087719296; 0.46846846846846846; 0.4742342342342343; 0.8764981761334028; 0.8815513626834381; 0.8757861635220126
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.51041667 0.53146853 0.53146853 0.50699301 0.51748252]; 0.5252100840336135; 0.5294117647058824; 0.8747379454926625; 0.9902097902097903; 0.9888268156424581; 0.9902234636871509; 0.4932735426008969; 0.4782608695652174; 0.5236832803110639; 0.5130434782608695; 0.4796747967479675; 0.5311417462000707; 0.8730748805098248; 0.8616352201257862; 0.8747379454926625
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.95833333 0.98958333 0.97916667 0.97916667]; 0.46875; 0.475; 0.7825; 0.989517819706499; 0.9833333333333333; 0.9895833333333334; 0.6382978723404256; 1.0; 0.5; 0.6440677966101694; 0.9743589743589743; 0.48717948717948717; 0.8164556962025316; 0.9847328244274809; 0.785978205825534
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.95833333 0.96875    0.94791667 0.95833333]; 0.6125; 0.575; 0.8375; 1.0; 1.0; 1.0; 0.6702127659574468; 0.6847826086956522; 0.5997442455242967; 0.6136363636363636; 0.675; 0.5750000000000001; 0.8459715639810427; 0.866504854368932; 0.8366029426483835
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.97916667 0.96875    0.98958333 0.92708333 0.95744681]; 0.5345911949685535; 0.5534591194968553; 0.8178391959798995; 1.0; 1.0; 1.0; 0.6021505376344085; 0.7777777777777778; 0.5555555555555556; 0.6536585365853658; 0.9054054054054054; 0.5762321144674085; 0.8331415420023014; 0.9402597402597402; 0.8217113786456851
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.77083333 0.82978723 0.80851064 0.86170213]; 0.5189873417721519; 0.4936708860759494; 0.7835443037974683; 0.9682875264270614; 0.9662447257383966; 0.9683544303797469; 0.5824175824175823; 0.6385542168674698; 0.5126104417670683; 0.5; 0.5263157894736842; 0.49486521181001275; 0.7901840490797547; 0.8131313131313131; 0.783469209865149
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; 4; ipca_diff; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.86170213 0.85106383 0.84042553 0.88297872 0.93478261]; 0.5256410256410257; 0.5833333333333334; 0.8217948717948718; 1.0; 1.0; 1.0; 0.6336633663366337; 0.8767123287671232; 0.5467898993233207; 0.6976744186046512; 0.8823529411764706; 0.5538525269262634; 0.8429378531073446; 0.951530612244898; 0.8211261308647171
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.86458333 0.85416667 0.76041667 0.82291667]; 0.4875; 0.41875; 0.78125; 1.0; 1.0; 1.0; 0.5900000000000001; 0.7468354430379747; 0.49070167213627136; 0.523076923076923; 0.7391304347826086; 0.45747730530339226; 0.7999999999999999; 0.9020618556701031; 0.7847687919127215
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.94791667 0.95833333 0.94791667 0.98958333]; 0.5125; 0.54375; 0.81125; 1.0; 1.0; 1.0; 0.5125; 0.5394736842105263; 0.5137844611528822; 0.5165562913907286; 0.47560975609756095; 0.5454971857410882; 0.809102402022756; 0.8040201005025126; 0.8112140303507587
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.95833333 0.98958333 0.9375     0.93617021 0.92553191]; 0.5379746835443038; 0.5063291139240507; 0.8080808080808081; 0.9979035639412999; 1.0; 0.9978991596638656; 0.5966850828729281; 0.6585365853658537; 0.5332156611039796; 0.5617977528089887; 0.704225352112676; 0.5245264691597863; 0.818181818181818; 0.8746803069053708; 0.8089112257718873
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.95833333 0.94791667 0.9375     0.95833333]; 0.4875; 0.51875; 0.8; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5393258426966292; 0.5714285714285714; 0.4830827067669173; 0.5389221556886227; 0.5921052631578947; 0.5222431077694235; 0.8058252427184467; 0.83; 0.8
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.93661972 0.95070423 0.92957746 0.97183099 0.8943662 ]; 0.4872881355932203; 0.4491525423728814; 0.7648054145516074; 0.9625520110957004; 0.9774647887323944; 0.9619718309859154; 0.6006600660066006; 0.8125; 0.5030241935483871; 0.5751633986928104; 0.7927927927927928; 0.4683963963963964; 0.7909774436090226; 0.9100346020761245; 0.7679312083228305
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.9375     0.94444444 0.95833333 0.96527778 0.94444444]; 0.5375; 0.49166666666666664; 0.8058333333333333; 1.0; 1.0; 1.0; 0.5904059040590406; 0.6956521739130435; 0.5438260869565217; 0.5734265734265733; 0.6356589147286822; 0.47999161952650327; 0.8175411119812059; 0.8642384105960265; 0.8054413529490199
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.9375     0.92361111 0.93055556 0.97222222 0.9375    ]; 0.55; 0.5166666666666667; 0.8108333333333333; 0.9958275382475661; 0.9944444444444445; 0.9958333333333333; 0.6170212765957447; 0.725; 0.55; 0.5886524822695035; 0.6693548387096774; 0.5114015572858732; 0.82307092751364; 0.8741721854304636; 0.8104082403662385
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.86805556 0.8125     0.8943662  0.86619718 0.87323944]; 0.4957983193277311; 0.4411764705882353; 0.7873949579831933; 1.0; 1.0; 1.0; 0.5714285714285714; 0.7079646017699115; 0.5059823008849558; 0.5460750853242321; 0.6201550387596899; 0.42475641846241374; 0.8034188034188035; 0.8631051752921536; 0.7868825368846556
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.86619718 0.88028169 0.86619718 0.88732394 0.85211268]; 0.4830508474576271; 0.538135593220339; 0.8045685279187818; 1.0; 1.0; 1.0; 0.5821917808219179; 0.7727272727272727; 0.5014430014430014; 0.6354515050167225; 0.7723577235772358; 0.5277717821426002; 0.8224442736356649; 0.9098639455782312; 0.8051003229574658
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.85915493 0.85915493 0.79577465 0.8943662  0.86619718]; 0.4745762711864407; 0.559322033898305; 0.8071065989847716; 1.0; 1.0; 1.0; 0.5193798449612402; 0.5677966101694916; 0.4745762711864407; 0.5806451612903226; 0.6428571428571429; 0.5633640552995391; 0.8124999999999999; 0.8444444444444444; 0.8074818537130094
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.97222222 0.91666667 0.97183099 0.92957746 0.92957746]; 0.5126050420168067; 0.5756302521008403; 0.8042016806722689; 0.9776536312849162; 0.9803921568627451; 0.9775910364145659; 0.5166666666666666; 0.5299145299145299; 0.5128911492547856; 0.5738396624472575; 0.5811965811965812; 0.5757222575404394; 0.8046940486169321; 0.8121827411167513; 0.8042549765683924
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.95833333 0.95138889 0.95774648 0.97183099 0.94366197]; 0.592436974789916; 0.5462184873949579; 0.8277310924369747; 1.0; 1.0; 1.0; 0.6339622641509434; 0.6885245901639344; 0.589951950254381; 0.5714285714285714; 0.6371681415929203; 0.5505840707964602; 0.8334687246141348; 0.8665540540540541; 0.8279258564584652
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.95138889 0.94444444 0.95138889 0.97916667 0.95774648]; 0.5899581589958159; 0.602510460251046; 0.8369565217391305; 0.9972067039106145; 0.9944289693593314; 0.9972144846796658; 0.652482269503546; 0.71875; 0.5800957207207208; 0.6643109540636042; 0.7286821705426356; 0.5916138125440451; 0.8477751756440282; 0.8814935064935064; 0.8355743394536498
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.94736842 0.94736842 0.94736842 0.92105263 0.97340426]; 0.5189873417721519; 0.5031645569620253; 0.8044303797468354; 1.0; 1.0; 1.0; 0.6637168141592921; 0.967741935483871; 0.5273492286115007; 0.6564551422319475; 0.9375; 0.49759615384615385; 0.8336025848142166; 0.9809885931558935; 0.804653588613345
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.94736842 0.95789474 0.95789474 0.98421053 0.93157895]; 0.5537974683544303; 0.5379746835443038; 0.8185840707964602; 1.0; 1.0; 1.0; 0.6697892271662764; 0.910828025477707; 0.5560429435564636; 0.6523809523809524; 0.8782051282051282; 0.5422275641025641; 0.8402893711741791; 0.9581218274111675; 0.8191112915393368
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.94736842 0.94210526 0.95789474 0.9        0.96808511]; 0.5727848101265823; 0.5474683544303798; 0.8221518987341773; 0.9968454258675079; 1.0; 0.9968354430379747; 0.5846153846153845; 0.6089743589743589; 0.5732371794871794; 0.5679758308157099; 0.5875; 0.5469551282051281; 0.8251400124455508; 0.839240506329114; 0.8221518987341772
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.84895833 0.859375   0.85263158 0.87368421 0.88421053]; 0.5188679245283019; 0.4811320754716981; 0.7962264150943397; 0.9937106918238994; 0.9937106918238994; 0.9937106918238994; 0.5941644562334217; 0.7; 0.5177215189873418; 0.5801526717557252; 0.6745562130177515; 0.4681505897303522; 0.8120649651972157; 0.8684863523573201; 0.795212563933762
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; 8; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.859375   0.84210526 0.85789474 0.83684211 0.83157895]; 0.48264984227129337; 0.5236593059936908; 0.8013871374527112; 1.0; 1.0; 1.0; 0.5519125683060109; 0.6392405063291139; 0.4831422657431733; 0.5907859078590786; 0.6728395061728395; 0.5202907208283553; 0.8132780082987552; 0.8618090452261307; 0.8011576871700273
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.86842105 0.87368421 0.85789474 0.86315789 0.89473684]; 0.43670886075949367; 0.49683544303797467; 0.7857142857142857; 0.9978947368421053; 0.9978947368421053; 0.9978947368421052; 0.4573170731707318; 0.4716981132075472; 0.43648599927893283; 0.5015673981191222; 0.5263157894736842; 0.49791399229781763; 0.7877269881026926; 0.8002544529262087; 0.7858056184229034
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; 8; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.94210526 0.92631579 0.97368421 0.96842105 0.96276596]; 0.5949367088607594; 0.6107594936708861; 0.839873417721519; 0.9978902953586498; 0.9978902953586498; 0.9978902953586499; 0.6049382716049383; 0.6242038216560509; 0.5951207787525538; 0.6392961876832844; 0.6770186335403726; 0.6094770587056701; 0.8431494110353378; 0.8585858585858586; 0.8398259242167871
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.93229167 0.94791667 0.93157895 0.91052632]; 0.5251572327044025; 0.5345911949685535; 0.8046482412060302; 0.9874739039665971; 0.9895397489539749; 0.98744769874477; 0.6118251928020566; 0.74375; 0.5237737341772152; 0.6336633663366336; 0.8258064516129032; 0.5417375816346724; 0.8223872073101084; 0.9079445145018915; 0.8050360870381797
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.9375     0.96354167 0.95263158 0.95789474 0.96315789]; 0.6257861635220126; 0.5534591194968553; 0.8352201257861636; 0.9989528795811519; 1.0; 0.9989517819706498; 0.6909090909090909; 0.7964071856287425; 0.6167466391719871; 0.6033519553072625; 0.7152317880794702; 0.5612087084109927; 0.845700824499411; 0.9031446540880503; 0.8352201257861636
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.97478992 0.93277311 0.94537815 0.91596639 0.94491525]; 0.5111111111111111; 0.5083333333333333; 0.810796645702306; 0.9932546374367622; 0.9915824915824916; 0.9932659932659932; 0.6716417910447761; 0.967741935483871; 0.4953652206154987; 0.6589595375722543; 0.9827586206896551; 0.5236373748609566; 0.8389112003569834; 0.9853249475890985; 0.8107966457023061
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.94583333 0.94117647 0.93277311 0.92857143 0.94117647]; 0.5502793296089385; 0.5139664804469274; 0.8244234800838575; 1.0; 1.0; 1.0; 0.6861598440545809; 0.9361702127659575; 0.5298498122653317; 0.6491935483870968; 0.9470588235294117; 0.5346996245306633; 0.8477964561562926; 0.9779874213836478; 0.8244234800838574
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.95       0.93333333 0.94583333 0.97083333 0.94537815]; 0.6450704225352113; 0.5915492957746479; 0.8574423480083857; 0.9991645781119466; 0.998330550918197; 0.9991652754590985; 0.6911764705882352; 0.8103448275862069; 0.6482663364450372; 0.6635730858468677; 0.7900552486187845; 0.5875563599415762; 0.8664047151277015; 0.9245283018867925; 0.8574423480083858
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.86134454 0.84453782 0.8697479  0.83613445 0.8220339 ]; 0.49444444444444446; 0.44166666666666665; 0.7945492662473794; 0.9924050632911392; 0.98989898989899; 0.9924242424242424; 0.5645933014354068; 0.644808743169399; 0.4918958970084283; 0.5336426914153133; 0.6497175141242938; 0.44507733629711954; 0.8072763028515241; 0.860587002096436; 0.7945492662473794
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.88655462 0.88235294 0.83193277 0.89915966 0.86864407]; 0.4722222222222222; 0.475; 0.79979035639413; 0.9974768713204373; 0.9983164983164983; 0.9974747474747475; 0.6041666666666667; 0.8055555555555556; 0.4722222222222222; 0.6134969325153375; 0.8333333333333334; 0.4750000000000001; 0.8229842446709916; 0.9308176100628931; 0.79979035639413
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.86554622 0.8907563  0.86554622 0.8907563  0.87288136]; 0.4861111111111111; 0.4861111111111111; 0.8055555555555556; 0.9991589571068125; 1.0; 0.9991582491582491; 0.5707656612529002; 0.6795580110497238; 0.4850304021729066; 0.5605700712589073; 0.659217877094972; 0.48706750208339766; 0.8182263596276336; 0.8752620545073375; 0.8055555555555556
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92436975 0.92436975 0.92436975 0.92857143 0.93277311]; 0.5654596100278552; 0.5654596100278552; 0.8244234800838575; 0.980688497061293; 0.9815126050420168; 0.980672268907563; 0.5894736842105263; 0.6021505376344086; 0.5640810491640251; 0.59375; 0.6589595375722543; 0.5687270806140842; 0.8286445012787725; 0.8490566037735849; 0.8244234800838575
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.94166667 0.91666667 0.93697479 0.94537815 0.92436975]; 0.5042016806722689; 0.48739495798319327; 0.8024109014675053; 0.985797827903091; 0.9882747068676717; 0.9857621440536013; 0.632016632016632; 0.8397790055248618; 0.49943495730788545; 0.6030368763557484; 0.7897727272727273; 0.4915714465092918; 0.8237494156147732; 0.9234800838574424; 0.8024109014675053
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.93333333 0.95       0.93697479 0.92857143 0.92857143]; 0.5742296918767507; 0.6078431372549019; 0.8432914046121593; 0.9941520467836258; 0.9966499162479062; 0.9941373534338358; 0.6180904522613065; 0.6542553191489362; 0.5697312098703261; 0.6236559139784946; 0.6863905325443787; 0.611812287548785; 0.8479918657854602; 0.8742138364779874; 0.8432914046121593
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.93055556 0.92708333 0.96153846 0.93006993 0.95104895]; 0.46835443037974683; 0.5063291139240507; 0.8653039832285115; 0.99025069637883; 0.9916317991631799; 0.9902370990237099; 0.5743243243243243; 0.7456140350877193; 0.47849807445442877; 0.5979381443298969; 0.7073170731707317; 0.498395378690629; 0.8729609490855166; 0.9255765199161425; 0.8653039832285115
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.93402778 0.94405594 0.93006993 0.93706294 0.94405594]; 0.6008403361344538; 0.542016806722689; 0.8878406708595388; 0.9930362116991643; 0.9958100558659218; 0.9930167597765364; 0.6964856230031948; 0.8934426229508197; 0.5932730356133409; 0.6646153846153847; 0.9310344827586207; 0.5515828151498021; 0.896817743490839; 0.9748427672955975; 0.8878406708595388
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.9375     0.94097222 0.92708333 0.94097222 0.95138889]; 0.5683760683760684; 0.4700854700854701; 0.8763102725366876; 0.9923664122137404; 0.9930555555555556; 0.9923611111111111; 0.6379928315412187; 0.7478991596638656; 0.5652539276580197; 0.5602836879432624; 0.6869565217391305; 0.47373036170990135; 0.882117882117882; 0.9255765199161425; 0.8763102725366877
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.81468531 0.87412587 0.86713287 0.8951049  0.87323944]; 0.5666666666666667; 0.475; 0.8747379454926625; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.6363636363636364; 0.6842105263157895; 0.5523856369896705; 0.49193548387096775; 0.5700934579439252; 0.4842948492727145; 0.8779989790709545; 0.9014675052410901; 0.8747379454926625
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.87762238 0.85314685 0.87062937 0.84265734 0.86619718]; 0.5083333333333333; 0.5125; 0.8757861635220126; 0.9985994397759104; 0.9985994397759104; 0.9985994397759104; 0.6040268456375839; 0.782608695652174; 0.5193043478260869; 0.5923344947735192; 0.68; 0.5052173913043478; 0.8822652757078988; 0.9308176100628931; 0.8757861635220126
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.82986111 0.84375    0.86805556 0.86458333 0.85664336]; 0.4595744680851064; 0.4808510638297872; 0.8684486373165619; 0.9986072423398329; 0.9972183588317107; 0.9986091794158554; 0.5134099616858238; 0.5826086956521739; 0.4621376811594203; 0.5271317829457365; 0.5666666666666667; 0.4789855072463768; 0.871611253196931; 0.8930817610062893; 0.8684486373165619
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93006993 0.91258741 0.91608392 0.92657343 0.93309859]; 0.5666666666666667; 0.5416666666666666; 0.8658280922431866; 0.9710743801652892; 0.9873949579831933; 0.9705882352941175; 0.5968992248062015; 0.6209677419354839; 0.5647942157953281; 0.5454545454545455; 0.5689655172413793; 0.542547274749722; 0.8688524590163934; 0.8888888888888888; 0.8658280922431866
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.95486111 0.96875    0.94405594 0.94405594 0.94055944]; 0.5738396624472574; 0.5991561181434599; 0.8857442348008385; 0.9848275862068966; 0.99581589958159; 0.9846582984658298; 0.6456140350877192; 0.7931034482758621; 0.5783699059561129; 0.6619217081850534; 0.768595041322314; 0.5955044172128812; 0.8918650793650794; 0.9423480083857443; 0.8857442348008386
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.95138889 0.92013889 0.94755245 0.94405594 0.95454545]; 0.5527426160337553; 0.569620253164557; 0.8825995807127882; 0.9887955182072828; 0.9846582984658299; 0.98884239888424; 0.5546218487394958; 0.5546218487394958; 0.5527346531833073; 0.6046511627906977; 0.6610169491525424; 0.570004272895599; 0.8835758835758837; 0.8909853249475891; 0.8825995807127882
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; 4; ipca_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.84042553 0.92553191 0.91489362 0.86170213 0.90425532]; 0.5897435897435898; 0.6025641025641025; 0.819693094629156; 0.967741935483871; 0.9574468085106383; 0.9680851063829787; 0.6595744680851063; 0.775; 0.5848684210526316; 0.693069306930693; 0.7954545454545454; 0.5741978609625669; 0.8350877192982455; 0.8858560794044665; 0.8175982243988033
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.88541667 0.88541667 0.89583333 0.85416667]; 0.6375; 0.65; 0.8475; 0.9834710743801653; 0.9916666666666667; 0.9833333333333334; 0.6847826086956522; 0.7590361445783133; 0.63276482553591; 0.6818181818181818; 0.75; 0.6500000000000001; 0.8554502369668245; 0.8957816377171216; 0.8471351513522636
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.85416667 0.79166667 0.875      0.89583333 0.90425532]; 0.6729559748427673; 0.6289308176100629; 0.8417085427135679; 0.9685534591194969; 0.9665271966527197; 0.9686192468619246; 0.6623376623376623; 0.7183098591549296; 0.677336747759283; 0.6242038216560509; 0.6125; 0.6290348101265824; 0.8401015228426396; 0.8487179487179487; 0.8418466590880385
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58333333 0.59375    0.5625     0.66666667 0.62765957]; 0.5534591194968553; 0.5031446540880503; 0.8077889447236181; 0.9937369519832986; 0.99581589958159; 0.9937238493723849; 0.5477707006369427; 0.5584415584415584; 0.5536110231232183; 0.49032258064516127; 0.4935064935064935; 0.5028508077288565; 0.8065739570164349; 0.811704834605598; 0.80783752896533
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.5625     0.53125    0.59375    0.52083333]; 0.44375; 0.425; 0.7725; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.4914285714285714; 0.5058823529411764; 0.4396078431372549; 0.3947368421052631; 0.4411764705882353; 0.42710997442455245; 0.7741935483870968; 0.7938931297709924; 0.772867940806872
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.57291667 0.67708333 0.52083333 0.60416667]; 0.5375; 0.48125; 0.80375; 1.0; 1.0; 1.0; 0.5842696629213483; 0.6190476190476191; 0.5332080200501252; 0.48447204968944096; 0.5; 0.4817073170731707; 0.8083028083028082; 0.8233830845771144; 0.8036513412835322
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.90625    0.875      0.86458333 0.88541667]; 0.6375; 0.65; 0.8425; 0.9748953974895397; 0.9708333333333333; 0.9749999999999999; 0.5972222222222222; 0.5058823529411764; 0.6462745098039215; 0.5942028985507246; 0.5616438356164384; 0.6428908833254606; 0.8342105263157895; 0.7964824120603015; 0.8422710567764193
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; 4; ipca_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.90625    0.84042553 0.79787234 0.79787234 0.86170213]; 0.6305732484076433; 0.5987261146496815; 0.8358778625954199; 0.9829787234042553; 0.9788135593220338; 0.9830508474576272; 0.5797101449275363; 0.5405405405405406; 0.6256919570172582; 0.5771812080536912; 0.5972222222222222; 0.5986111111111111; 0.8295904887714664; 0.8219895287958116; 0.8354997148929553
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.83333333 0.86458333 0.875      0.82291667 0.76595745]; 0.5660377358490566; 0.5660377358490566; 0.8027638190954773; 0.959830866807611; 0.9497907949790795; 0.9602510460251047; 0.6011560693641619; 0.6842105263157895; 0.5710209258084972; 0.5766871165644172; 0.573170731707317; 0.5658061450744378; 0.8059332509270705; 0.8211586901763224; 0.802809921529264
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.87323944 0.90140845 0.9084507  0.87323944 0.90714286]; 0.690677966101695; 0.6440677966101694; 0.8483050847457627; 0.9689265536723164; 0.9689265536723164; 0.9689265536723164; 0.6812227074235807; 0.6666666666666666; 0.6904761904761905; 0.6347826086956522; 0.6697247706422018; 0.645886007368345; 0.8466152527849187; 0.8517241379310345; 0.8483620689655172
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; 6; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.83333333 0.86619718 0.85211268 0.87323944 0.86619718]; 0.6666666666666666; 0.6371308016877637; 0.8566610455311973; 0.9929873772791025; 0.9943820224719101; 0.9929775280898876; 0.648888888888889; 0.6460176991150443; 0.6657507850413932; 0.6504065040650407; 0.6896551724137931; 0.6382160159589627; 0.856418918918919; 0.8666666666666667; 0.8567942318358291
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.875      0.90972222 0.85416667 0.84507042 0.86619718]; 0.7058823529411765; 0.6722689075630253; 0.8582214765100671; 0.9704641350210971; 0.9636871508379888; 0.9706703910614526; 0.7407407407407407; 0.8547008547008547; 0.7083421628876174; 0.7153284671532848; 0.784; 0.6663362831858407; 0.8653386454183268; 0.905; 0.8579054054054054
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; 6; ipca_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.64084507 0.58450704 0.58450704 0.64084507 0.57142857]; 0.5084745762711864; 0.4915254237288136; 0.6449152542372881; 0.7468879668049793; 0.7627118644067796; 0.7415254237288136; 0.5606060606060607; 0.592; 0.5032072072072072; 0.5161290322580645; 0.5818181818181818; 0.4972582972582972; 0.6607287449392713; 0.6926994906621392; 0.6449961074292084
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57746479 0.59859155 0.5915493  0.63380282 0.6056338 ]; 0.5042372881355932; 0.5; 0.8011844331641286; 1.0; 1.0; 1.0; 0.4978540772532189; 0.5370370370370371; 0.5067997685185186; 0.5241935483870968; 0.5284552845528455; 0.49874091661270586; 0.8026868178001679; 0.8156996587030717; 0.801306205190462
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.61971831 0.61267606 0.56338028 0.56338028 0.57142857]; 0.4872881355932203; 0.461864406779661; 0.7838983050847458; 0.9901269393511989; 0.9915254237288136; 0.9901129943502824; 0.47619047619047616; 0.5392156862745098; 0.49348844015218024; 0.5019607843137255; 0.48484848484848486; 0.4587703962703963; 0.7866108786610879; 0.7993197278911565; 0.7839504044861187
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.83333333 0.89583333 0.8125     0.90277778 0.88194444]; 0.625; 0.6333333333333333; 0.8175; 0.9439124487004105; 0.9583333333333334; 0.9430555555555556; 0.7039473684210527; 0.823076923076923; 0.606993006993007; 0.6716417910447762; 0.782608695652174; 0.6393043478260869; 0.831926323867997; 0.8958677685950414; 0.8168414473227308
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.85416667 0.81944444 0.77464789 0.78873239 0.81690141]; 0.6218487394957983; 0.6386554621848739; 0.8369747899159664; 0.9744318181818182; 0.9607843137254902; 0.9747899159663866; 0.6979865771812079; 0.8813559322033898; 0.6240112994350282; 0.7189542483660131; 0.8148148148148148; 0.6112909025530384; 0.8516819571865443; 0.9131147540983606; 0.8350056529112493
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.80555556 0.88888889 0.80985915 0.92253521 0.86619718]; 0.6554621848739496; 0.6512605042016807; 0.8378151260504202; 0.9603399433427762; 0.9495798319327731; 0.9607843137254902; 0.6525423728813559; 0.6875; 0.6572420634920635; 0.6819923371647509; 0.7295081967213115; 0.6492368569813454; 0.8395677472984205; 0.8544839255499154; 0.8379264368984971
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.88947368 0.83157895 0.83157895 0.86315789 0.86315789]; 0.6360759493670886; 0.6392405063291139; 0.8002528445006322; 0.9090909090909091; 0.9157894736842105; 0.9084210526315789; 0.6933333333333332; 0.8333333333333334; 0.6385416666666667; 0.7091836734693878; 0.8633540372670807; 0.6349028250851533; 0.8167053364269141; 0.8888888888888888; 0.8001406469760901
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.921875   0.890625   0.91052632 0.91052632 0.86842105]; 0.610062893081761; 0.6823899371069182; 0.8459119496855346; 0.9790794979079498; 0.9811320754716981; 0.979035639412998; 0.6648648648648648; 0.7987012987012987; 0.6158140639847958; 0.7277628032345014; 0.8181818181818182; 0.6770647653000594; 0.8556275780789628; 0.9120603015075377; 0.8458286394187562
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.83854167 0.79473684 0.86842105 0.84736842 0.78421053]; 0.6309148264984227; 0.6056782334384858; 0.8266078184110971; 0.9651531151003168; 0.9600840336134454; 0.9653361344537816; 0.6759002770083102; 0.7672955974842768; 0.6304832417801131; 0.6478873239436619; 0.7371794871794872; 0.6077201783723524; 0.8346361996392062; 0.877370417193426; 0.8267355230621218
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.55789474 0.50526316 0.57368421 0.5        0.55851064]; 0.5063291139240507; 0.5031645569620253; 0.6227848101265823; 0.7302192564346998; 0.8080168776371308; 0.7014767932489452; 0.5214723926380368; 0.5862068965517241; 0.5124016938898972; 0.5857519788918205; 0.6809815950920245; 0.4973535426440515; 0.6602052451539339; 0.7404092071611253; 0.6239640020768034
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.53125    0.55208333 0.53645833 0.56315789 0.53157895]; 0.5251572327044025; 0.4968553459119497; 0.8040201005025126; 0.9989528795811519; 0.997907949790795; 0.9989539748953975; 0.5353846153846155; 0.5403726708074534; 0.524963405467421; 0.4904458598726115; 0.4935897435897436; 0.4967948717948718; 0.8042659974905898; 0.8062893081761007; 0.804022947689054
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.58854167 0.60526316 0.6        0.6        0.6       ]; 0.444794952681388; 0.49842271293375395; 0.7723833543505675; 0.9726890756302521; 0.9726890756302521; 0.9726890756302522; 0.4634146341463415; 0.5205479452054794; 0.45033245213490347; 0.5364431486880468; 0.5476190476190477; 0.49528603387663794; 0.7775723967960567; 0.7987341772151899; 0.7724826664970422
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.84375    0.88020833 0.84895833 0.85263158 0.82105263]; 0.5754716981132075; 0.6352201257861635; 0.8103015075376885; 0.9469302809573361; 0.9518828451882845; 0.946652719665272; 0.6153846153846154; 0.6708074534161491; 0.5742572298927879; 0.672316384180791; 0.7579617834394905; 0.6367448668750247; 0.8187274909963985; 0.8567839195979899; 0.8103015075376884
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.890625   0.78645833 0.86458333 0.828125   0.84736842]; 0.6269592476489029; 0.6394984326018809; 0.825187969924812; 0.9532710280373832; 0.9582463465553236; 0.953027139874739; 0.6510263929618768; 0.7302631578947368; 0.6315986448156319; 0.658753709198813; 0.676829268292683; 0.6384146341463415; 0.829981718464351; 0.8566037735849057; 0.8253056321108049
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.86458333 0.81770833 0.86979167 0.859375   0.87368421]; 0.7053291536050157; 0.64576802507837; 0.8546365914786967; 0.9739311783107403; 0.9749478079331941; 0.9739039665970772; 0.7486631016042781; 0.8433734939759037; 0.6994645247657296; 0.6904109589041096; 0.7974683544303798; 0.647181382184134; 0.8633686690223792; 0.912826899128269; 0.8542696916826718
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.81932773 0.84453782 0.85714286 0.83613445 0.80932203]; 0.6388888888888888; 0.6722222222222223; 0.8050314465408805; 0.8971807628524047; 0.9107744107744108; 0.8956228956228958; 0.6948356807511737; 0.7789473684210526; 0.6306501547987615; 0.6943005181347149; 0.788235294117647; 0.6783281733746129; 0.8156590683845392; 0.8626834381551363; 0.8050314465408805
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.82916667 0.88333333 0.85714286 0.83193277 0.80672269]; 0.6610644257703081; 0.5854341736694678; 0.8317610062893082; 0.9569536423841061; 0.9681742043551089; 0.9564489112227805; 0.717948717948718; 0.8235294117647058; 0.6529411764705882; 0.6354679802955665; 0.7588235294117647; 0.5933155080213903; 0.8428781204111601; 0.9025157232704403; 0.8317610062893082
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.82916667 0.82352941 0.84033613 0.82773109 0.78571429]; 0.6368715083798883; 0.6033519553072626; 0.8569182389937107; 0.9991617770326907; 1.0; 0.9991610738255033; 0.6614583333333333; 0.7016574585635359; 0.6361394637450447; 0.6340206185567011; 0.6949152542372882; 0.6043637044667103; 0.8610687022900764; 0.8867924528301887; 0.8569182389937107
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; 10; ipca_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.60416667 0.55833333 0.625      0.58333333 0.60416667]; 0.4971751412429379; 0.4661016949152542; 0.7353249475890985; 0.8851913477537438; 0.8866666666666667; 0.885; 0.555; 0.5904255319148937; 0.4909958984875673; 0.4878048780487805; 0.5421686746987951; 0.47055242245578055; 0.7437848807711821; 0.7683438155136268; 0.7353249475890984
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.59663866 0.61344538 0.55882353 0.55882353 0.61440678]; 0.5333333333333333; 0.5111111111111111; 0.8191823899371069; 0.9991575400168492; 0.9983164983164983; 0.9991582491582491; 0.5670103092783505; 0.5978260869565217; 0.5318675889328064; 0.5686274509803921; 0.6590909090909091; 0.5143280632411067; 0.8260211800302572; 0.8584905660377359; 0.819182389937107
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.59583333 0.63445378 0.61344538 0.57983193]; 0.5182072829131653; 0.5014005602240896; 0.8165618448637316; 1.0; 1.0; 1.0; 0.5222222222222221; 0.573170731707317; 0.5223366611904461; 0.5459183673469388; 0.5544041450777202; 0.4967142676608113; 0.8201438848920863; 0.8364779874213837; 0.8165618448637317
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77731092 0.85294118 0.79411765 0.84033613 0.82627119]; 0.6166666666666667; 0.6361111111111111; 0.7788259958071279; 0.8744872846595569; 0.8973063973063973; 0.8712121212121212; 0.6729857819905213; 0.7845303867403315; 0.6157288805210037; 0.6828087167070218; 0.7877094972067039; 0.6369486712552856; 0.7945472249269717; 0.8553459119496856; 0.7788259958071279
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.84033613 0.85294118 0.80672269 0.82352941 0.82352941]; 0.6852367688022284; 0.6713091922005571; 0.8553459119496856; 0.9624060150375939; 0.9680672268907563; 0.96218487394958; 0.7290167865707435; 0.8735632183908046; 0.6908356632494563; 0.7318181818181818; 0.8702702702702703; 0.6650201926063994; 0.8656280428432326; 0.9318658280922432; 0.8553459119496856
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.84453782 0.8487395  0.84453782 0.83613445 0.86440678]; 0.6694444444444444; 0.6305555555555555; 0.8422431865828093; 0.95878889823381; 0.9595959595959596; 0.9587542087542088; 0.7076167076167077; 0.8181818181818182; 0.6726778656126483; 0.6870588235294118; 0.7934782608695652; 0.626852766798419; 0.8510638297872339; 0.9014675052410901; 0.8422431865828092
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.83680556 0.83216783 0.8006993  0.8006993  0.83916084]; 0.6134453781512605; 0.634453781512605; 0.9061844863731656; 1.0; 1.0; 1.0; 0.6805555555555556; 0.8521739130434782; 0.6212089077412513; 0.7166123778501629; 0.8943089430894309; 0.6254153411099328; 0.911692155895412; 0.9685534591194969; 0.9061844863731656
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.77777778 0.83680556 0.81468531 0.83566434 0.83216783]; 0.6371308016877637; 0.6413502109704642; 0.8825995807127882; 0.9631688672689368; 0.9665271966527197; 0.9630404463040445; 0.6614173228346457; 0.7368421052631579; 0.6407787762088146; 0.6909090909090909; 0.7723577235772358; 0.6361788617886179; 0.8861788617886178; 0.9140461215932913; 0.8825995807127882
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.83216783 0.7972028  0.86363636 0.85664336 0.80769231]; 0.6694560669456067; 0.6736401673640168; 0.890461215932914; 0.9639389736477114; 0.972027972027972; 0.9636363636363636; 0.7228070175438596; 0.824; 0.6619999999999999; 0.7234042553191489; 0.8947368421052632; 0.6833684210526316; 0.8959681433549028; 0.9433962264150944; 0.890461215932914
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59375    0.62152778 0.58741259 0.58041958 0.63286713]; 0.47257383966244726; 0.48945147679324896; 0.7672955974842768; 0.8653061224489795; 0.8870292887029289; 0.8619246861924685; 0.5059288537549407; 0.5663716814159292; 0.47673422780473873; 0.5363984674329503; 0.5645161290322581; 0.48579788752497854; 0.7762096774193549; 0.8071278825995807; 0.7672955974842767
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6048951  0.55594406 0.55594406 0.57692308 0.58802817]; 0.5541666666666667; 0.5; 0.8810272536687631; 1.0; 1.0; 1.0; 0.6109090909090908; 0.711864406779661; 0.556751875520978; 0.5348837209302325; 0.5655737704918032; 0.49888858016115584; 0.8842427332993371; 0.9088050314465409; 0.8810272536687631
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.61188811 0.64685315 0.5979021  0.55944056 0.61538462]; 0.502092050209205; 0.49372384937238495; 0.8632075471698113; 0.9853249475890985; 0.986013986013986; 0.9853146853146854; 0.5333333333333333; 0.5964912280701754; 0.5062456140350877; 0.5217391304347826; 0.528; 0.49207017543859644; 0.8653945332645695; 0.8794549266247379; 0.8632075471698113
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77972028 0.79370629 0.83916084 0.83566434 0.81690141]; 0.675; 0.7083333333333334; 0.8218029350104822; 0.867219917012448; 0.8781512605042017; 0.8655462184873949; 0.7067669172932332; 0.7286821705426356; 0.6706473915776241; 0.7083333333333331; 0.7657657657657657; 0.7123402472239682; 0.8258196721311475; 0.8448637316561844; 0.8218029350104822
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.83216783 0.82867133 0.81118881 0.82867133 0.81690141]; 0.6458333333333334; 0.6375; 0.8763102725366876; 0.9554937413073714; 0.9621848739495799; 0.9551820728291317; 0.711864406779661; 0.8467741935483871; 0.6389043381535038; 0.6813186813186813; 0.8017241379310345; 0.642797552836485; 0.8823529411764707; 0.9276729559748428; 0.8763102725366876
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.80902778 0.83680556 0.78321678 0.84615385 0.82167832]; 0.6075949367088608; 0.6075949367088608; 0.8684486373165619; 0.954766875434934; 0.9567642956764296; 0.9546722454672246; 0.6352941176470588; 0.6864406779661016; 0.607926221335992; 0.6324110671936759; 0.6722689075630253; 0.6073208944594788; 0.8709511568123393; 0.8878406708595388; 0.8684486373165619
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.80208333 0.75       0.73958333 0.77659574]; 0.5786163522012578; 0.660377358490566; 0.7462311557788944; 0.815489749430524; 0.7489539748953975; 0.8305439330543933; 0.5379310344827586; 0.4875; 0.5791930379746836; 0.6197183098591548; 0.5569620253164557; 0.6597310126582278; 0.7217630853994491; 0.6582914572864321; 0.7462311557788945
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.79166667 0.82291667 0.79166667 0.85416667]; 0.65; 0.55; 0.79375; 0.9237113402061855; 0.9333333333333333; 0.9229166666666666; 0.6853932584269663; 0.7011494252873564; 0.6450952605888838; 0.5263157894736842; 0.5714285714285714; 0.5523809523809524; 0.7975460122699387; 0.818639798488665; 0.793935283859717
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.75       0.72916667 0.76041667 0.73958333]; 0.56875; 0.63125; 0.80625; 0.9433962264150944; 0.9375; 0.94375; 0.5818181818181819; 0.6486486486486487; 0.5743243243243243; 0.6467065868263474; 0.7105263157894737; 0.6350250626566416; 0.8084054388133498; 0.8384615384615385; 0.8070356472795498
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5        0.58333333 0.48958333 0.5625     0.53191489]; 0.5220125786163522; 0.5345911949685535; 0.5452261306532663; 0.5411255411255411; 0.5230125523012552; 0.5564853556485355; 0.525; 0.5526315789473685; 0.5233037412809132; 0.5697674418604651; 0.5697674418604651; 0.531459063395986; 0.5440806045340051; 0.5386533665835411; 0.5452760503803782
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.57291667 0.48958333 0.5625     0.55208333]; 0.48125; 0.475; 0.79; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5363128491620112; 0.5454545454545454; 0.47411616161616166; 0.46835443037974683; 0.47435897435897434; 0.47498436522826765; 0.7941176470588237; 0.7980295566502463; 0.7898777224875597
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.51041667 0.55208333 0.54166667 0.51041667]; 0.5375; 0.4375; 0.795; 1.0; 1.0; 1.0; 0.513157894736842; 0.527027027027027; 0.5367693274670019; 0.4444444444444444; 0.4044943820224719; 0.4416838107295459; 0.7934508816120908; 0.7816377171215881; 0.7951009744298118
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.73958333 0.84375    0.72916667 0.69148936]; 0.6226415094339622; 0.6540880503144654; 0.7638190954773869; 0.8494845360824741; 0.8619246861924686; 0.8472803347280335; 0.6590909090909091; 0.7532467532467533; 0.6266233766233766; 0.6927374301675977; 0.8051948051948052; 0.6586949635730124; 0.7761904761904762; 0.8295165394402035; 0.7646342002411936
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.80208333 0.76041667 0.72916667 0.66666667]; 0.64375; 0.61875; 0.84375; 0.985200845665962; 0.9708333333333333; 0.9854166666666666; 0.6627218934911243; 0.7567567567567568; 0.6516341923318668; 0.6871794871794871; 0.7528089887640449; 0.6017566070580787; 0.8506571087216248; 0.8833746898263027; 0.8434505690945115
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.69791667 0.73958333 0.72916667 0.69148936]; 0.6163522012578616; 0.5849056603773585; 0.7902010050251256; 0.9148936170212766; 0.899581589958159; 0.9163179916317992; 0.6211180124223603; 0.6666666666666666; 0.619047619047619; 0.547945205479452; 0.625; 0.5914473684210526; 0.785070785070785; 0.8068783068783069; 0.7909989620515938
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.83333333 0.72222222 0.79166667 0.78472222 0.79166667]; 0.6583333333333333; 0.6125; 0.74; 0.7958271236959761; 0.7416666666666667; 0.8097222222222222; 0.6203703703703703; 0.5677966101694916; 0.656849124756877; 0.5674418604651162; 0.5446428571428571; 0.6082589285714286; 0.7168784029038112; 0.6694915254237288; 0.7388441233676021
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.85416667 0.81944444 0.81944444 0.73611111 0.8125    ]; 0.6416666666666667; 0.6541666666666667; 0.8058333333333333; 0.9098591549295774; 0.8972222222222223; 0.9111111111111112; 0.7013888888888887; 0.7890625; 0.6311383928571429; 0.7260726072607261; 0.8527131782945736; 0.6380683008589985; 0.8209069946195234; 0.8654781199351702; 0.8040941200018904
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75694444 0.82638889 0.75694444 0.79166667 0.75352113]; 0.6108786610878661; 0.6276150627615062; 0.8110367892976589; 0.9382022471910112; 0.9303621169916435; 0.9387186629526464; 0.6463878326996197; 0.7327586206896551; 0.6143467900196243; 0.6691449814126395; 0.703125; 0.6218327702702703; 0.8183279742765273; 0.8441127694859039; 0.8107579024495286
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.52083333 0.55555556 0.5        0.50704225 0.47887324]; 0.5084033613445378; 0.5210084033613446; 0.5546218487394958; 0.5829846582984659; 0.5854341736694678; 0.5812324929971988; 0.5063291139240506; 0.5; 0.5084745762711864; 0.49557522123893805; 0.4409448818897638; 0.5267787472511882; 0.5508474576271186; 0.5380794701986755; 0.5548759125737405
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.59722222 0.44444444 0.52777778 0.47916667 0.54929577]; 0.5313807531380753; 0.5397489539748954; 0.81438127090301; 1.0; 1.0; 1.0; 0.5130434782608697; 0.4957983193277311; 0.5312324929971989; 0.4999999999999999; 0.48672566371681414; 0.5370136255092007; 0.809931506849315; 0.8003384094754653; 0.8142187915145922
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.49305556 0.58450704 0.45070423 0.6056338 ]; 0.5294117647058824; 0.5378151260504201; 0.807563025210084; 0.9901823281907434; 0.988795518207283; 0.9901960784313726; 0.5130434782608695; 0.48360655737704916; 0.5305963821368004; 0.5416666666666666; 0.5158730158730159; 0.5391865079365079; 0.8064243448858834; 0.7884297520661157; 0.8078900897082715
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.76388889 0.73611111 0.64788732 0.71830986 0.76760563]; 0.6596638655462185; 0.6386554621848739; 0.7151260504201681; 0.7542857142857143; 0.7394957983193278; 0.7591036414565826; 0.6666666666666666; 0.7105263157894737; 0.6617147707979626; 0.6587301587301587; 0.680327868852459; 0.6375777275296778; 0.7163179916317992; 0.7217537942664418; 0.7151482539171405
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; 6; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.75       0.66901408 0.76056338 0.71830986 0.75352113]; 0.6919831223628692; 0.6329113924050633; 0.8473861720067454; 0.9702970297029703; 0.9634831460674157; 0.9705056179775279; 0.7525423728813561; 0.7985611510791367; 0.6696887388048745; 0.6533864541832669; 0.7961165048543689; 0.6517895957107666; 0.8555466879489225; 0.8963210702341137; 0.8469700589265806
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.88888889 0.84027778 0.73611111 0.80985915 0.79577465]; 0.6218487394957983; 0.6302521008403361; 0.7843959731543624; 0.8869814020028612; 0.8659217877094972; 0.8896648044692738; 0.6762589928057554; 0.7768595041322314; 0.6191989828353465; 0.6666666666666667; 0.7394957983193278; 0.6302521008403361; 0.7929089443996776; 0.822742474916388; 0.7842668603538169
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.79166667 0.78645833 0.8        0.77894737 0.75789474]; 0.6037735849056604; 0.6320754716981132; 0.7490566037735849; 0.8340425531914893; 0.8218029350104822; 0.8364779874213837; 0.6134969325153374; 0.5813953488372093; 0.6057661675692897; 0.6309148264984227; 0.6666666666666666; 0.6339285714285713; 0.7479469361970943; 0.7409261576971214; 0.7490977185451473
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72916667 0.75       0.70526316 0.74736842 0.78947368]; 0.6352201257861635; 0.6132075471698113; 0.810062893081761; 0.9320388349514563; 0.9056603773584906; 0.9339622641509434; 0.618421052631579; 0.6103896103896104; 0.634463097877732; 0.6238532110091743; 0.5930232558139535; 0.6150047785919083; 0.8061617458279846; 0.7820672478206725; 0.8103474739738686
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.76041667 0.765625   0.85416667 0.77604167 0.78125   ]; 0.578125; 0.584375; 0.773125; 0.904330312185297; 0.9354166666666667; 0.9010416666666667; 0.628099173553719; 0.7215189873417721; 0.5798952961400218; 0.6232294617563738; 0.7236842105263158; 0.5910087719298246; 0.7875950848449385; 0.8518987341772152; 0.7740975152367559
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.57291667 0.46875    0.61052632 0.51578947 0.56315789]; 0.5660377358490566; 0.4937106918238994; 0.5886792452830188; 0.6888694127957932; 0.8238993710691824; 0.6278825995807128; 0.640625; 0.7784810126582279; 0.567365506329114; 0.5683646112600536; 0.6751592356687898; 0.4959647110020967; 0.6554267650158061; 0.7853535353535354; 0.5894186223133592
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.48958333 0.50526316 0.53157895 0.55263158]; 0.5094339622641509; 0.5031446540880503; 0.8025157232704403; 1.0; 1.0; 1.0; 0.5; 0.52; 0.51; 0.5325443786982248; 0.5294117647058824; 0.5011923688394277; 0.8042394014962594; 0.8092848180677541; 0.8024986511524143
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.51041667 0.5625     0.53645833 0.45833333 0.51041667]; 0.540625; 0.525; 0.811875; 0.9979166666666667; 0.9979166666666667; 0.9979166666666668; 0.5333333333333333; 0.5283018867924528; 0.5405484589241767; 0.5421686746987951; 0.5389221556886228; 0.5243630386286251; 0.8126944617299316; 0.8101736972704715; 0.8118878561919107
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.77604167 0.703125   0.76842105 0.72631579 0.75263158]; 0.6509433962264151; 0.660377358490566; 0.7377358490566037; 0.7861771058315336; 0.7631027253668763; 0.7924528301886792; 0.6763848396501457; 0.7204968944099379; 0.6500573644024211; 0.6949152542372882; 0.7592592592592593; 0.6584757834757835; 0.7430683918669131; 0.75375; 0.7376344936708862
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.74479167 0.76041667 0.75789474 0.67894737 0.74736842]; 0.6729559748427673; 0.660377358490566; 0.8012578616352202; 0.888888888888889; 0.8721174004192872; 0.8909853249475892; 0.6363636363636364; 0.5796178343949044; 0.6717964948372037; 0.6; 0.5094339622641509; 0.6603773584905661; 0.7882037533512064; 0.7414880201765448; 0.8011078745801168
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.78125    0.79166667 0.74210526 0.72631579 0.74210526]; 0.6446540880503144; 0.6257861635220126; 0.8283018867924529; 0.9561497326203208; 0.9371069182389937; 0.9570230607966458; 0.6626865671641791; 0.6416184971098265; 0.644947179589396; 0.6198083067092652; 0.5843373493975904; 0.6276949904882689; 0.8275426405559065; 0.8026960784313726; 0.8289966180270558
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.7625     0.74789916 0.7605042  0.78151261]; 0.6246498599439776; 0.6134453781512605; 0.810272536687631; 0.9228130360205833; 0.9011725293132329; 0.9246231155778895; 0.6318681318681318; 0.625; 0.6246387283236994; 0.6123595505617977; 0.630057803468208; 0.6139419452123649; 0.8080593849416755; 0.7987421383647799; 0.8102725366876311
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; 10; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7125     0.7625     0.67083333 0.7605042  0.74789916]; 0.6601123595505618; 0.6320224719101124; 0.8160377358490566; 0.91458153580673; 0.8862876254180602; 0.9172240802675585; 0.6230529595015576; 0.5586592178770949; 0.6606855411419373; 0.5704918032786885; 0.4915254237288136; 0.6312375721996022; 0.8033613445378152; 0.7515723270440252; 0.8160377358490567
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.79583333 0.725      0.7875     0.71666667 0.75210084]; 0.6225352112676056; 0.5887323943661972; 0.8165618448637316; 0.9411764705882353; 0.9348914858096828; 0.9415692821368948; 0.6715686274509803; 0.7740112994350282; 0.6229607058972894; 0.6386138613861386; 0.7247191011235955; 0.5883482511267696; 0.8251748251748252; 0.8658280922431866; 0.8165618448637316
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.51666667 0.49583333 0.4789916  0.55882353 0.52941176]; 0.5070028011204482; 0.5126050420168067; 0.539832285115304; 0.5607321131447588; 0.5644891122278057; 0.5577889447236181; 0.5164835164835165; 0.5193370165745856; 0.5068275991963836; 0.5347593582887701; 0.5681818181818182; 0.5133726770467102; 0.5474226804123712; 0.5566037735849056; 0.539832285115304
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.51680672 0.51680672 0.50420168 0.53389831]; 0.5222222222222223; 0.5277777777777778; 0.8207547169811321; 1.0; 1.0; 1.0; 0.5113636363636365; 0.5202312138728323; 0.5221476924979135; 0.5277777777777778; 0.5080213903743316; 0.528577169175605; 0.82; 0.8165618448637316; 0.820754716981132
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.5375     0.52083333 0.52916667 0.48319328 0.48739496]; 0.5056179775280899; 0.5224719101123596; 0.8118448637316562; 0.9890848026868178; 0.9849498327759197; 0.9891304347826088; 0.49714285714285716; 0.4860335195530726; 0.5057286241833159; 0.5303867403314918; 0.5423728813559322; 0.5225830887226588; 0.8113504992117709; 0.8092243186582809; 0.8118448637316563
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75833333 0.72916667 0.7394958  0.75210084 0.76890756]; 0.6022408963585434; 0.6330532212885154; 0.7133123689727463; 0.7818471337579617; 0.8224455611390284; 0.7705192629815746; 0.6816143497757847; 0.8491620111731844; 0.6015472977214236; 0.7042889390519188; 0.8764044943820225; 0.6337329734479945; 0.7449883449883449; 0.8375262054507338; 0.7133123689727462
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; 10; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.72083333 0.7125     0.71666667 0.71428571 0.73109244]; 0.6938202247191011; 0.6095505617977528; 0.8265199161425576; 0.9273840769903762; 0.8862876254180602; 0.9306020066889633; 0.6726726726726727; 0.6473988439306358; 0.6925518809817113; 0.6128133704735377; 0.6010928961748634; 0.6097950030007265; 0.8196185286103542; 0.7882599580712788; 0.8265199161425577
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7125     0.76470588 0.81512605 0.75210084 0.78151261]; 0.6256983240223464; 0.6312849162011173; 0.8050314465408805; 0.9122516556291391; 0.924496644295302; 0.9110738255033557; 0.6581632653061225; 0.7049180327868853; 0.6238875878220141; 0.6666666666666667; 0.7542857142857143; 0.6339734582357534; 0.8136272545090181; 0.8511530398322851; 0.8050314465408805
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.78125    0.74305556 0.74825175 0.75174825 0.70629371]; 0.6286919831223629; 0.6160337552742616; 0.7851153039832285; 0.8329718004338396; 0.803347280334728; 0.8389121338912133; 0.5925925925925926; 0.5423728813559322; 0.6283292978208233; 0.5882352941176471; 0.5462184873949579; 0.6163295826805297; 0.7747252747252746; 0.7389937106918238; 0.7851153039832285
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; 12; ipca_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.76388889 0.73611111 0.75       0.74652778 0.76388889]; 0.5470085470085471; 0.5470085470085471; 0.8212788259958071; 0.9090909090909092; 0.8958333333333334; 0.9104166666666668; 0.5859374999999999; 0.6756756756756757; 0.5532849923093826; 0.6074074074074073; 0.6666666666666666; 0.5405405405405405; 0.8246786632390745; 0.8406708595387841; 0.821278825995807
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71678322 0.73076923 0.72027972 0.6993007  0.72535211]; 0.6333333333333333; 0.675; 0.8438155136268344; 0.9070422535211268; 0.9019607843137255; 0.9075630252100839; 0.6422764227642277; 0.6752136752136753; 0.6343548050865124; 0.6637931034482758; 0.6260162601626016; 0.676255993329164; 0.8429926238145415; 0.8385744234800838; 0.8438155136268344
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; 12; ipca_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.5        0.50347222 0.51041667 0.54861111 0.56643357]; 0.5361702127659574; 0.4765957446808511; 0.5833333333333334; 0.6564978645515558; 0.7482614742698191; 0.6084840055632823; 0.5587044534412956; 0.6052631578947368; 0.538168769030013; 0.5323193916349809; 0.5785123966942148; 0.47346672466289685; 0.6300604932526755; 0.709643605870021; 0.5833333333333333
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.56993007 0.51748252 0.6048951  0.52816901]; 0.5916666666666667; 0.48333333333333334; 0.8836477987421384; 1.0; 1.0; 1.0; 0.588235294117647; 0.5737704918032787; 0.5919699916643512; 0.48333333333333334; 0.4915254237288136; 0.48346762989719366; 0.8835257082896117; 0.8825995807127882; 0.8836477987421383
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.48951049 0.54195804 0.52797203 0.54545455 0.47183099]; 0.5041666666666667; 0.475; 0.8647798742138365; 0.9908899789768747; 0.9901960784313726; 0.9908963585434175; 0.49361702127659574; 0.4603174603174603; 0.5064745196324143; 0.41666666666666663; 0.39473684210526316; 0.4711779448621555; 0.8626198083067093; 0.8490566037735849; 0.8647798742138365
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.74305556 0.77272727 0.68531469 0.75524476]; 0.6497890295358649; 0.6033755274261603; 0.7227463312368972; 0.7687253613666228; 0.8158995815899581; 0.7545327754532776; 0.6795366795366795; 0.7586206896551724; 0.6520376175548589; 0.6780821917808219; 0.8181818181818182; 0.5987460815047023; 0.7448142788229619; 0.8092243186582809; 0.7227463312368974
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.73076923 0.74125874 0.77272727 0.74475524 0.78873239]; 0.6125; 0.5958333333333333; 0.8464360587002097; 0.9261648745519713; 0.9047619047619048; 0.9278711484593837; 0.6759581881533101; 0.8362068965517241; 0.6197163515016685; 0.6755852842809364; 0.8145161290322581; 0.5882925472747498; 0.8520949015648662; 0.8846960167714885; 0.8464360587002097
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71678322 0.74125874 0.76573427 0.74125874 0.6584507 ]; 0.6916666666666667; 0.6375; 0.8490566037735849; 0.9101203113941968; 0.9005602240896359; 0.9110644257703081; 0.6372549019607843; 0.5603448275862069; 0.6874304783092323; 0.575609756097561; 0.47580645161290325; 0.643075639599555; 0.8419319429198682; 0.8039832285115304; 0.8490566037735848
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.65625    0.76041667 0.75       0.67021277]; 0.5911949685534591; 0.5408805031446541; 0.7399497487437185; 0.8565488565488566; 0.8619246861924686; 0.8556485355648537; 0.5806451612903225; 0.5769230769230769; 0.5909306742640076; 0.5828571428571429; 0.5666666666666667; 0.5369565217391304; 0.7447595561035759; 0.742014742014742; 0.7399019725497876
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.72916667 0.80208333 0.73958333 0.77083333]; 0.5625; 0.6125; 0.83125; 0.9937106918238994; 0.9875; 0.99375; 0.5833333333333334; 0.6363636363636364; 0.565169769989047; 0.5974025974025974; 0.6052631578947368; 0.6121553884711779; 0.8310387984981227; 0.8447837150127226; 0.8314827665972704
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.69791667 0.77083333 0.72916667 0.69148936 0.71276596]; 0.6265822784810127; 0.6582278481012658; 0.8118686868686869; 0.9262295081967212; 0.9495798319327731; 0.9243697478991596; 0.6775956284153005; 0.8051948051948052; 0.6309924643257977; 0.7032967032967035; 0.8311688311688312; 0.6624979958313292; 0.8253223915592028; 0.8979591836734694; 0.8127295918367348
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.5625     0.5        0.54255319 0.61702128]; 0.47468354430379744; 0.5063291139240507; 0.5924050632911393; 0.6652806652806652; 0.6751054852320675; 0.6603375527426161; 0.45751633986928103; 0.5303030303030303; 0.4825428194993412; 0.5301204819277109; 0.5641025641025641; 0.507051282051282; 0.5975; 0.6272965879265092; 0.5935993942077533
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.52083333 0.52083333 0.52083333 0.59375   ]; 0.5; 0.475; 0.795; 1.0; 1.0; 1.0; 0.4666666666666667; 0.4666666666666667; 0.4980392156862745; 0.4814814814814815; 0.4642857142857143; 0.4755639097744361; 0.7929292929292929; 0.7869674185463659; 0.7949799686248038
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.46875    0.55208333 0.53191489 0.42553191 0.35106383]; 0.5822784810126582; 0.5063291139240507; 0.8139240506329114; 0.9936575052854123; 0.9915611814345991; 0.9936708860759494; 0.5285714285714286; 0.5441176470588235; 0.5776143790849673; 0.48684210526315785; 0.49333333333333335; 0.50570281124498; 0.8078431372549019; 0.8131578947368421; 0.8138960205391528
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.64583333 0.77083333 0.71875    0.78125   ]; 0.61875; 0.6; 0.6975; 0.7536842105263158; 0.7458333333333333; 0.7562499999999999; 0.6772486772486772; 0.810126582278481; 0.6211126738552899; 0.6595744680851064; 0.8157894736842105; 0.6102756892230576; 0.7159624413145541; 0.7721518987341772; 0.6984216283794343
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.65625    0.70833333 0.70212766 0.70212766 0.65957447]; 0.6329113924050633; 0.6139240506329114; 0.789873417721519; 0.9030927835051547; 0.9240506329113924; 0.9008438818565401; 0.5606060606060607; 0.43023255813953487; 0.6526162790697674; 0.5673758865248226; 0.45977011494252873; 0.6312935081754897; 0.7810026385224275; 0.7219512195121951; 0.7925545571245186
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.80208333 0.69791667 0.6875     0.76595745 0.70212766]; 0.5569620253164557; 0.5949367088607594; 0.7840909090909091; 0.9224318658280923; 0.9243697478991597; 0.9222689075630253; 0.513888888888889; 0.5285714285714286; 0.5540584415584416; 0.5844155844155844; 0.5487804878048781; 0.5967586649550706; 0.7793548387096775; 0.7743589743589744; 0.783945656333716
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.79166667 0.76388889 0.76388889 0.74305556 0.71527778]; 0.5333333333333333; 0.5958333333333333; 0.695; 0.7753934191702432; 0.7527777777777778; 0.7819444444444444; 0.5130434782608695; 0.4796747967479675; 0.5347091932457786; 0.5650224215246636; 0.5080645161290323; 0.5988598442714127; 0.6822916666666667; 0.6474464579901154; 0.69556134029354
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.67605634 0.6971831  0.64788732 0.73943662 0.75352113]; 0.6016949152542372; 0.635593220338983; 0.7825719120135364; 0.8913963328631875; 0.8901408450704226; 0.8915492957746479; 0.6887417218543046; 0.7761194029850746; 0.5743342112964589; 0.6884057971014493; 0.7983193277310925; 0.6342023989082812; 0.8003108003108003; 0.8470394736842105; 0.7806625939849624
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.73611111 0.76388889 0.67361111 0.70422535 0.70422535]; 0.6134453781512605; 0.6218487394957983; 0.7894295302013423; 0.903765690376569; 0.9050279329608939; 0.9036312849162011; 0.6260162601626017; 0.5833333333333334; 0.6171383647798743; 0.5631067961165048; 0.5321100917431193; 0.6148922551738851; 0.7852865697177074; 0.7662771285475793; 0.7895466587088655
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.53472222 0.56944444 0.42957746 0.59859155 0.52112676]; 0.4789915966386555; 0.5042016806722689; 0.7252100840336134; 0.8830811554332875; 0.8991596638655462; 0.8809523809523809; 0.45132743362831856; 0.42857142857142855; 0.4789915966386554; 0.5123966942148761; 0.484375; 0.5058238636363637; 0.7263598326359834; 0.7185430463576159; 0.7253124788102072
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52777778 0.52777778 0.52777778 0.625      0.54166667]; 0.5166666666666667; 0.5458333333333333; 0.8125; 1.0; 1.0; 1.0; 0.5245901639344264; 0.49612403100775193; 0.5183322857741463; 0.5112107623318385; 0.5277777777777778; 0.5441919191919191; 0.8104465037910701; 0.8056951423785594; 0.812466144986958
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.49305556 0.50694444 0.45774648 0.47183099 0.52112676]; 0.5462184873949579; 0.5294117647058824; 0.8117647058823529; 0.9943820224719101; 0.9915966386554622; 0.9943977591036415; 0.5304347826086956; 0.5398230088495575; 0.5459115044247788; 0.5087719298245614; 0.4715447154471545; 0.5314245316366207; 0.8085470085470086; 0.7976391231028668; 0.8117173839969947
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; 6; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.76056338 0.71126761 0.76760563 0.71126761 0.71126761]; 0.6440677966101694; 0.6610169491525424; 0.7385786802030457; 0.7954866008462624; 0.7943661971830986; 0.795774647887324; 0.6440677966101696; 0.672566371681416; 0.6452262752716024; 0.6666666666666666; 0.7017543859649122; 0.6623526028185217; 0.7392405063291139; 0.7525773195876289; 0.7387886597938144
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.72916667 0.73611111 0.72916667 0.69444444]; 0.5833333333333334; 0.5916666666666667; 0.795; 0.9316239316239316; 0.9083333333333333; 0.9333333333333332; 0.5614035087719298; 0.5470085470085471; 0.5824473629351679; 0.5811965811965812; 0.576271186440678; 0.5914142817449292; 0.788659793814433; 0.7714285714285715; 0.7948051948051947
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.75       0.72222222 0.70138889 0.75       0.70138889]; 0.5958333333333333; 0.5875; 0.7883333333333333; 0.9147058823529411; 0.8638888888888889; 0.9194444444444445; 0.522167487684729; 0.44166666666666665; 0.5958333333333333; 0.543778801843318; 0.4645669291338583; 0.5951153229740088; 0.7690909090909092; 0.6968698517298187; 0.7894130034365787
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.72395833 0.71052632 0.73684211 0.62631579]; 0.559748427672956; 0.6289308176100629; 0.6849056603773584; 0.755287009063444; 0.7861635220125787; 0.7452830188679246; 0.5569620253164557; 0.5333333333333333; 0.5607843137254902; 0.6335403726708075; 0.6496815286624203; 0.6291885904181667; 0.6928264868179032; 0.7071339173967459; 0.6847932545264387
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.71052632 0.70526316 0.74210526 0.71578947 0.70744681]; 0.6708860759493671; 0.6107594936708861; 0.8170886075949367; 0.9321663019693655; 0.8987341772151899; 0.9345991561181435; 0.6848484848484848; 0.6848484848484848; 0.6702388119606663; 0.6191950464396284; 0.6578947368421053; 0.6124839537869063; 0.8155711550733885; 0.8078381795195955; 0.8171003318383783
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.609375   0.6875     0.65625    0.66842105 0.71052632]; 0.6415094339622641; 0.6037735849056604; 0.803391959798995; 0.9230769230769231; 0.9163179916317992; 0.9236401673640168; 0.6148648648648649; 0.5796178343949044; 0.6407405942160859; 0.5909090909090908; 0.56875; 0.603995253164557; 0.7984546039922731; 0.779874213836478; 0.8033624519621538
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.45833333 0.46354167 0.46875    0.578125   0.48947368]; 0.48589341692789967; 0.5266457680250783; 0.6152882205513784; 0.6753528773072747; 0.6492693110647182; 0.6878914405010439; 0.4743589743589744; 0.4378698224852071; 0.4889349112426036; 0.4949832775919732; 0.4774193548387097; 0.5252950432730135; 0.5992167101827677; 0.5716064757160647; 0.6155636413889277
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.46354167 0.34895833 0.46875    0.53645833 0.55729167]; 0.509375; 0.484375; 0.79875; 1.0; 1.0; 1.0; 0.5285285285285285; 0.5365853658536586; 0.5086772983114446; 0.4891640866873065; 0.4876543209876543; 0.4843334896077512; 0.8007425742574258; 0.8027295285359801; 0.7987199279959498
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.54166667 0.4375     0.54166667 0.55729167 0.47894737]; 0.5109717868338558; 0.47648902821316613; 0.7944862155388471; 0.9947970863683663; 0.9979123173277662; 0.9947807933194154; 0.48000000000000004; 0.46153846153846156; 0.5099103350637093; 0.4797507788161994; 0.4935897435897436; 0.47685622148812334; 0.7926675094816689; 0.7926675094816688; 0.7944704007035672
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.69791667 0.765625   0.65263158 0.7        0.71578947]; 0.610062893081761; 0.5754716981132075; 0.7503144654088051; 0.8496732026143792; 0.8176100628930818; 0.8553459119496856; 0.5894039735099338; 0.5056818181818182; 0.622559218950064; 0.5018450184501846; 0.4358974358974359; 0.5728869895536562; 0.7337357478202547; 0.6761433868974042; 0.7516440365985101
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; 8; ipca_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.6875     0.71578947 0.72105263 0.71052632 0.65789474]; 0.6214511041009464; 0.5772870662460567; 0.8297604035308953; 0.9830866807610994; 0.976890756302521; 0.9831932773109244; 0.6319018404907977; 0.64375; 0.6212380573248408; 0.5592105263157895; 0.5592105263157895; 0.5765749601275918; 0.8286802030456851; 0.8286802030456852; 0.8297536353574291
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.69270833 0.68947368 0.65789474 0.73684211]; 0.6446540880503144; 0.5817610062893082; 0.7911949685534592; 0.9115226337448559; 0.9287211740041929; 0.9098532494758909; 0.710997442455243; 0.8128654970760234; 0.6309225444563791; 0.6274509803921569; 0.7225806451612903; 0.5852167029487433; 0.8069767441860466; 0.8642590286425903; 0.790452258921041
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.7605042  0.69747899 0.71428571 0.70168067 0.64830508]; 0.6222222222222222; 0.6472222222222223; 0.6939203354297694; 0.7379591836734692; 0.7609427609427609; 0.7297979797979797; 0.6616915422885572; 0.7150537634408602; 0.6190211345939933; 0.6666666666666667; 0.7298850574712644; 0.649888765294772; 0.7091633466135459; 0.7463312368972747; 0.6939203354297695
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.66666667 0.64705882 0.68067227 0.66386555]; 0.5938375350140056; 0.6750700280112045; 0.8092243186582809; 0.9127857747671464; 0.9028475711892797; 0.9137353433835846; 0.6112600536193029; 0.6909090909090909; 0.6006628787878788; 0.721153846153846; 0.78125; 0.6663825757575758; 0.8152284263959391; 0.8417190775681341; 0.8092243186582808
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65833333 0.73109244 0.68067227 0.64285714 0.67647059]; 0.6340782122905028; 0.6201117318435754; 0.810272536687631; 0.9208992506244796; 0.9278523489932886; 0.9203020134228189; 0.646900269541779; 0.6896551724137931; 0.635588455772114; 0.6439790575916229; 0.6684782608695652; 0.6187218890554722; 0.8147389969293757; 0.8343815513626834; 0.8102725366876311
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.4789916  0.50840336 0.4789916  0.48319328 0.4789916 ]; 0.5181058495821727; 0.4818941504178273; 0.6126834381551363; 0.6607142857142857; 0.6218487394957983; 0.680672268907563; 0.47416413373860183; 0.4482758620689655; 0.5160298229263747; 0.4624277456647399; 0.43243243243243246; 0.4834575955265611; 0.5883008356545961; 0.5534591194968553; 0.6126834381551363
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49159664 0.55042017 0.49579832 0.5210084  0.57627119]; 0.5472222222222223; 0.5055555555555555; 0.8212788259958071; 1.0; 1.0; 1.0; 0.5484764542936288; 0.5755813953488372; 0.548428995546759; 0.4825581395348837; 0.44148936170212766; 0.5085353785254825; 0.8198626518753303; 0.8134171907756813; 0.821278825995807
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.55       0.52521008 0.53361345 0.47058824 0.5210084 ]; 0.5307262569832403; 0.46368715083798884; 0.809748427672956; 0.9974895397489539; 1.0; 0.9974832214765101; 0.5434782608695653; 0.5405405405405406; 0.5303858772066865; 0.4482758620689655; 0.4508670520231214; 0.4632713638493986; 0.8100470957613815; 0.8113207547169812; 0.809748427672956
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7        0.6875     0.75416667 0.69166667 0.72268908]; 0.5633802816901409; 0.5943661971830986; 0.7437106918238994; 0.8272727272727273; 0.7595993322203672; 0.8414023372287146; 0.5558739255014327; 0.5300546448087432; 0.5644459270555343; 0.5862068965517242; 0.5930232558139535; 0.59432583555725; 0.72787979966611; 0.6855345911949685; 0.7437106918238994
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; 10; ipca_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.65833333 0.68333333 0.67916667 0.66666667 0.69166667]; 0.576271186440678; 0.5677966101694916; 0.7851153039832285; 0.9100084104289319; 0.9016666666666666; 0.9108333333333334; 0.576271186440678; 0.576271186440678; 0.576271186440678; 0.5876010781671159; 0.615819209039548; 0.5677966101694916; 0.7857889237199582; 0.7882599580712788; 0.7851153039832284
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.70833333 0.69583333 0.69583333 0.69166667 0.70416667]; 0.5932203389830508; 0.6045197740112994; 0.7982180293501048; 0.9159034138218151; 0.9166666666666666; 0.9158333333333333; 0.510204081632653; 0.42857142857142855; 0.5913806863527534; 0.5569620253164556; 0.49162011173184356; 0.6058100558659217; 0.7874102705687465; 0.7473794549266247; 0.7982180293501049
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.66783217 0.69230769 0.72027972 0.71328671 0.73426573]; 0.606694560669456; 0.6527196652719666; 0.759958071278826; 0.7974044700793079; 0.7734265734265734; 0.8034965034965036; 0.5840707964601769; 0.5454545454545454; 0.6074730354391371; 0.6210045662100457; 0.576271186440678; 0.6517719568567026; 0.7500000000000001; 0.720125786163522; 0.759958071278826
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.69230769 0.67832168 0.68531469 0.71830986]; 0.6125; 0.525; 0.8474842767295597; 0.9394812680115274; 0.9131652661064426; 0.9411764705882352; 0.7120743034055729; 0.8846153846153846; 0.5877622377622378; 0.6095890410958904; 0.8090909090909091; 0.5468531468531468; 0.8547179231153269; 0.8972746331236897; 0.8474842767295597
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.73076923 0.68881119 0.68881119 0.69366197]; 0.5833333333333334; 0.5708333333333333; 0.8338574423480084; 0.9191489361702128; 0.907563025210084; 0.9201680672268907; 0.6093750000000001; 0.6842105263157895; 0.5881370091896407; 0.6199261992619925; 0.6666666666666666; 0.5657894736842105; 0.8363448631905008; 0.8490566037735849; 0.8338574423480085
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.52430556 0.50699301 0.5        0.52097902 0.4965035 ]; 0.5042016806722689; 0.453781512605042; 0.5230607966457023; 0.5533063427800271; 0.5726256983240223; 0.5377094972067039; 0.5354330708661417; 0.5619834710743802; 0.5032139577594122; 0.4583333333333333; 0.4700854700854701; 0.45405099950554495; 0.5394736842105264; 0.5587002096436059; 0.5230607966457024
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54166667 0.55555556 0.51398601 0.53846154 0.51398601]; 0.540084388185654; 0.46835443037974683; 0.8768343815513627; 1.0; 1.0; 1.0; 0.5400843881856541; 0.5517241379310345; 0.5403248788828726; 0.46610169491525427; 0.45454545454545453; 0.46865203761755486; 0.8767697954902989; 0.8763102725366876; 0.8768343815513626
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53472222 0.54195804 0.48951049 0.55944056 0.4965035 ]; 0.5336134453781513; 0.44537815126050423; 0.8689727463312369; 0.9951287404314545; 0.9986033519553073; 0.9951117318435754; 0.5355648535564854; 0.5245901639344263; 0.5338468061051442; 0.44537815126050423; 0.45689655172413796; 0.4456613906161674; 0.8693834900731453; 0.8721174004192872; 0.868972746331237
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66083916 0.65034965 0.70629371 0.70979021 0.6584507 ]; 0.5625; 0.6375; 0.7023060796645703; 0.7151515151515152; 0.6610644257703081; 0.7366946778711484; 0.5493562231759658; 0.49612403100775193; 0.5678818353236957; 0.6063348416289593; 0.6036036036036037; 0.6351351351351352; 0.6798196166854565; 0.6320754716981132; 0.7023060796645701
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.69097222 0.67482517 0.66783217 0.73076923]; 0.5611814345991561; 0.5654008438818565; 0.8249475890985325; 0.9096085409252669; 0.891213389121339; 0.9114365411436541; 0.5806451612903226; 0.6153846153846154; 0.5618589743589744; 0.5654008438818565; 0.5583333333333333; 0.565491452991453; 0.8232804232804234; 0.8155136268343816; 0.8249475890985325
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69097222 0.68402778 0.67132867 0.72027972 0.72027972]; 0.540084388185654; 0.5147679324894515; 0.8018867924528302; 0.8900000000000001; 0.8688981868898187; 0.8926080892608089; 0.5321888412017167; 0.5486725663716814; 0.5404653154439052; 0.5228215767634854; 0.5080645161290323; 0.515094204967171; 0.7982924226254001; 0.7840670859538784; 0.8018867924528302
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svd; 16; 184; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5 0.5 0.5 0.5 0.5]; 0.5408805031446541; 0.5157232704402516; 0.5113065326633166; 0.6666666666666666; 1.0; 0.5; 0.7020408163265307; 1.0; 0.5; 0.6804979253112033; 1.0; 0.5; 0.6766417290108063; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svd; 16; 184; 200; 4; ipca_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.5 0.5 0.5 0.5 0.5]; 0.49044585987261147; 0.5159235668789809; 0.5012722646310432; 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; 480; 160; 160; 0.6; 0.2; 0.2; [0.46875    0.48958333 0.4375     0.45833333 0.4375    ]; 0.50625; 0.4625; 0.6375; 0.647887323943662; 0.4791666666666667; 0.7395833333333334; 0.35772357723577236; 0.24719101123595505; 0.5390884633644564; 0.24561403508771928; 0.18666666666666668; 0.4462745098039216; 0.5101351351351352; 0.37376237623762376; 0.6401640164016402
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.47916667 0.5625     0.4893617  0.55319149 0.45744681]; 0.47468354430379744; 0.4240506329113924; 0.5126582278481012; 0.5667351129363449; 0.5822784810126582; 0.5548523206751055; 0.45751633986928103; 0.4666666666666667; 0.4742971887550201; 0.3973509933774834; 0.379746835443038; 0.42405063291139244; 0.5132743362831859; 0.5191815856777494; 0.5127236249190753
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.47916667 0.58333333 0.53125    0.5       ]; 0.51875; 0.4875; 0.80125; 1.0; 1.0; 1.0; 0.5599999999999999; 0.5568181818181818; 0.514520202020202; 0.4810126582278481; 0.5277777777777778; 0.49116161616161613; 0.8044280442804429; 0.8175; 0.80125
ensemble_model_v2_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.46875    0.54255319 0.59574468 0.55319149 0.5106383 ]; 0.5031847133757962; 0.49044585987261147; 0.7977099236641222; 0.9978858350951374; 1.0; 0.9978813559322034; 0.5063291139240506; 0.4819277108433735; 0.5044773689352002; 0.5121951219512195; 0.5; 0.48972602739726023; 0.8; 0.7890818858560794; 0.7979351988027135
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.53125    0.44791667 0.46875    0.56382979 0.4787234 ]; 0.5126582278481012; 0.5063291139240507; 0.6881313131313131; 0.8091286307053942; 0.819327731092437; 0.8067226890756303; 0.4761904761904762; 0.49295774647887325; 0.5108466893313907; 0.39999999999999997; 0.35135135135135137; 0.49710424710424705; 0.6745718050065876; 0.6684073107049608; 0.6875043888488129
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.45833333 0.54166667 0.59375    0.55208333]; 0.4375; 0.51875; 0.79125; 1.0; 1.0; 1.0; 0.4827586206896552; 0.4666666666666667; 0.43333333333333335; 0.5095541401273885; 0.6153846153846154; 0.534008097165992; 0.7940813810110975; 0.8151898734177215; 0.7915455539928113
ensemble_model_v2_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.44791667 0.58333333 0.625      0.52083333 0.51041667]; 0.425; 0.54375; 0.7925; 0.997920997920998; 1.0; 0.9979166666666667; 0.3866666666666667; 0.35365853658536583; 0.42682926829268286; 0.4895104895104895; 0.4666666666666667; 0.5392156862745099; 0.7855297157622739; 0.7657430730478589; 0.7923008169209518
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svd; 16; 184; 200; 6; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.5 0.5 0.5 0.5 0.5]; 0.4767932489451477; 0.45147679324894513; 0.4856661045531197; 0.6666666666666666; 1.0; 0.5; 0.6457142857142858; 1.0; 0.5; 0.622093023255814; 1.0; 0.5; 0.6538024971623155; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svd; 16; 184; 200; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4708333333333333; 0.48333333333333334; 0.49083333333333334; 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; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.43055556 0.49305556 0.53472222 0.45138889 0.42957746]; 0.4476987447698745; 0.5397489539748954; 0.6404682274247492; 0.7924944812362031; 1.0; 0.7381615598885793; 0.5714285714285715; 0.7213114754098361; 0.44185231890149923; 0.65625; 0.8267716535433071; 0.5205286839145107; 0.7196870925684484; 0.9078947368421053; 0.6359201575366988
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.52816901 0.57042254 0.48591549 0.49295775 0.57042254]; 0.4830508474576271; 0.5; 0.5186125211505922; 0.5111441307578009; 0.48450704225352115; 0.5366197183098591; 0.46491228070175444; 0.4491525423728814; 0.4830508474576271; 0.4380952380952381; 0.4144144144144144; 0.4952072072072073; 0.4878487848784879; 0.464041095890411; 0.5179737252027307
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.48611111 0.47222222 0.49305556 0.45774648 0.54929577]; 0.46638655462184875; 0.5; 0.7936241610738255; 1.0; 1.0; 1.0; 0.5096525096525097; 0.5546218487394958; 0.46638655462184875; 0.5333333333333333; 0.5964912280701754; 0.5038907753254103; 0.8; 0.8324873096446701; 0.7939474817774099
ensemble_model_v2_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52777778 0.47222222 0.53472222 0.40972222 0.47887324]; 0.5104602510460251; 0.5606694560669456; 0.8076923076923077; 0.9888579387186629; 0.9888579387186629; 0.9888579387186629; 0.48908296943231433; 0.4745762711864407; 0.5100154083204931; 0.5816733067729084; 0.5887096774193549; 0.5595722300140253; 0.8080133555926544; 0.8053244592346089; 0.8077042464240272
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.48611111 0.54166667 0.5        0.44366197 0.56338028]; 0.5504201680672269; 0.5210084033613446; 0.700503355704698; 0.8152173913043478; 0.8379888268156425; 0.8100558659217877; 0.5523012552301255; 0.559322033898305; 0.550494350282486; 0.5; 0.5277777777777778; 0.5215811965811965; 0.7032418952618453; 0.7243150684931506; 0.7009733237202594
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.5        0.54166667 0.51388889 0.59027778]; 0.49583333333333335; 0.48333333333333334; 0.7958333333333333; 1.0; 1.0; 1.0; 0.4894514767932489; 0.48333333333333334; 0.4958333333333333; 0.504; 0.504; 0.48243478260869566; 0.7970173985086992; 0.7950413223140496; 0.7958399888881172
ensemble_model_v2_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.50704225 0.45070423 0.45070423 0.46478873 0.5       ]; 0.5127118644067796; 0.4915254237288136; 0.7986463620981388; 0.995768688293371; 0.9943661971830986; 0.995774647887324; 0.5525291828793774; 0.6120689655172413; 0.514367816091954; 0.48717948717948717; 0.504424778761062; 0.4920497877545147; 0.8016666666666666; 0.8236301369863014; 0.7989388143125488
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.49056603773584906; 0.5157232704402516; 0.5012578616352201; 0.6666666666666666; 1.0; 0.5; 0.6582278481012659; 1.0; 0.5; 0.6804979253112033; 1.0; 0.5; 0.6677838290741517; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.5 0.5 0.5 0.5 0.5]; 0.5394321766561514; 0.5047318611987381; 0.5088272383354351; 0.6666666666666666; 1.0; 0.5; 0.7008196721311475; 1.0; 0.5; 0.670859538784067; 1.0; 0.5; 0.6744671959882992; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.44736842 0.53684211 0.47894737 0.53684211 0.5212766 ]; 0.5316455696202531; 0.5031645569620253; 0.6563291139240506; 0.7993254637436763; 1.0; 0.748945147679325; 0.6407766990291262; 0.8198757763975155; 0.5260669204568224; 0.6235011990407674; 0.8125; 0.49919871794871795; 0.7305210918114144; 0.9257861635220126; 0.6546128269839362
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.515625   0.47916667 0.484375   0.5        0.55789474]; 0.5062893081761006; 0.5094339622641509; 0.5188442211055276; 0.52565445026178; 0.5251046025104602; 0.5261506276150627; 0.4919093851132686; 0.49673202614379086; 0.505941770647653; 0.5094339622641509; 0.5364238410596026; 0.5107268905896816; 0.5158027812895071; 0.5217391304347826; 0.518894256575416
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.48958333 0.45833333 0.484375   0.41666667 0.5       ]; 0.4890282131661442; 0.5203761755485894; 0.8020050125313283; 1.0; 1.0; 1.0; 0.4953560371517028; 0.4819277108433735; 0.4893298684935822; 0.5111821086261981; 0.5263157894736842; 0.5206429246769619; 0.8017565872020076; 0.8017565872020075; 0.8020047016110163
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.47916667 0.453125   0.49479167 0.49473684 0.51052632]; 0.46226415094339623; 0.4811320754716981; 0.7864321608040201; 0.9958071278825995; 0.9937238493723849; 0.99581589958159; 0.4429967426710098; 0.4171779141104294; 0.46342766673263414; 0.48598130841121495; 0.5098039215686274; 0.482174688057041; 0.7850821744627053; 0.7821158690176322; 0.7864213430301193
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.50520833 0.46875    0.47395833 0.48421053 0.46842105]; 0.5471698113207547; 0.5157232704402516; 0.5760050251256281; 0.5897714907508161; 0.5669456066945606; 0.6056485355648535; 0.5068493150684932; 0.524822695035461; 0.5448972232239452; 0.5064102564102564; 0.44886363636363635; 0.5237275928297055; 0.556795797767564; 0.5333333333333333; 0.5759514847344207
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.53645833 0.5        0.5625     0.52604167 0.49473684]; 0.5517241379310345; 0.4827586206896552; 0.8070175438596491; 1.0; 1.0; 1.0; 0.5431309904153354; 0.5555555555555556; 0.5518741633199464; 0.4590163934426229; 0.4430379746835443; 0.4823885525591634; 0.8045685279187816; 0.8025316455696202; 0.8069730188145867
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.44791667 0.515625   0.47916667 0.52083333 0.48421053]; 0.5235109717868338; 0.54858934169279; 0.8132832080200502; 0.9979123173277662; 0.9979123173277662; 0.9979123173277662; 0.525; 0.5316455696202531; 0.523586759965406; 0.5714285714285714; 0.5517241379310345; 0.5482758620689655; 0.815365551425031; 0.8113440197287299; 0.8133153219662758
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svd; 16; 184; 200; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.5 0.5 0.5 0.5 0.5]; 0.5098591549295775; 0.49014084507042255; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6753731343283582; 1.0; 0.5; 0.6578449905482042; 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; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.5 0.5 0.5 0.5 0.5]; 0.4664804469273743; 0.5335195530726257; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6361904761904762; 1.0; 0.5; 0.6958105646630237; 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; 1188; 396; 396; 0.6; 0.2; 0.2; [0.50420168 0.51680672 0.54621849 0.52521008 0.50423729]; 0.5055555555555555; 0.5027777777777778; 0.6582809224318659; 0.669652855543113; 0.5033670033670034; 0.7516835016835017; 0.3407407407407407; 0.25555555555555554; 0.5055555555555555; 0.3584229390681004; 0.2777777777777778; 0.5027777777777778; 0.5478502080443828; 0.4140461215932914; 0.6582809224318659
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.52521008 0.52941176 0.45378151 0.55882353 0.5210084 ]; 0.5376044568245125; 0.5041782729805014; 0.7374213836477987; 0.8672865595942519; 0.8621848739495799; 0.8680672268907563; 0.5202312138728324; 0.4918032786885246; 0.5385152757078987; 0.4539877300613497; 0.42045454545454547; 0.502576999503229; 0.7299191374663074; 0.709643605870021; 0.7374213836477989
ensemble_model_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50840336 0.4789916  0.49159664 0.47478992 0.4789916 ]; 0.4763231197771588; 0.5125348189415042; 0.809748427672956; 1.0; 1.0; 1.0; 0.48913043478260865; 0.47619047619047616; 0.4763305322128852; 0.5231607629427794; 0.5647058823529412; 0.5151571739807034; 0.8114285714285715; 0.8186582809224319; 0.809748427672956
ensemble_model_v2_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.52521008 0.48319328 0.5210084  0.49579832 0.47478992]; 0.5125348189415042; 0.5097493036211699; 0.8149895178197065; 0.9983193277310924; 0.9983193277310924; 0.9983193277310924; 0.5308310991957105; 0.55; 0.5124301675977654; 0.5083798882681564; 0.5083798882681564; 0.5097454996896338; 0.8162415408641333; 0.8218029350104822; 0.8149895178197064
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.45378151 0.4789916  0.47058824 0.5210084  0.48305085]; 0.5333333333333333; 0.4722222222222222; 0.610587002096436; 0.6637554585152838; 0.6397306397306397; 0.6759259259259259; 0.5359116022099447; 0.5132275132275133; 0.5343915343915344; 0.48648648648648646; 0.5263157894736842; 0.47479810637705366; 0.6041555673947789; 0.5943396226415094; 0.610587002096436
ensemble_model_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52521008 0.51260504 0.52521008 0.54621849 0.45338983]; 0.5555555555555556; 0.4666666666666667; 0.8155136268343816; 1.0; 1.0; 1.0; 0.5555555555555556; 0.5524861878453039; 0.5555727028611994; 0.48108108108108105; 0.4972067039106145; 0.4668353961542022; 0.8164754953076121; 0.8207547169811321; 0.8155136268343817
ensemble_model_v2_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.53361345 0.58403361 0.57983193 0.5210084  0.52542373]; 0.5666666666666667; 0.5083333333333333; 0.8218029350104822; 0.9941027801179443; 0.9932659932659933; 0.994107744107744; 0.5642458100558659; 0.5674157303370787; 0.5666748981355724; 0.5069637883008357; 0.5; 0.5084269662921348; 0.8214285714285714; 0.8197064989517819; 0.8218029350104822
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svd; 16; 184; 200; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.5 0.5 0.5 0.5 0.5]; 0.497907949790795; 0.502092050209205; 0.5; 0.6666666666666666; 1.0; 0.5; 0.664804469273743; 1.0; 0.5; 0.6685236768802229; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.5; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.48611111 0.52430556 0.48263889 0.46853147 0.45454545]; 0.4745762711864407; 0.5211864406779662; 0.6886792452830188; 0.6691380908248378; 0.5027855153203342; 0.7513927576601671; 0.29545454545454547; 0.203125; 0.49971064814814814; 0.2802547770700637; 0.2037037037037037; 0.49638310185185186; 0.5793201133144475; 0.42872117400419285; 0.6886792452830188
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52447552 0.4965035  0.53146853 0.5034965  0.52112676]; 0.5291666666666667; 0.48333333333333334; 0.570230607966457; 0.5772298767222624; 0.5574229691876751; 0.5917366946778712; 0.45933014354066987; 0.4247787610619469; 0.5234130025782175; 0.47008547008547; 0.4330708661417323; 0.48644693749564494; 0.5499451152579583; 0.5251572327044025; 0.570230607966457
ensemble_model_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.49305556 0.52447552 0.47202797 0.5034965  0.52447552]; 0.4957983193277311; 0.5042016806722689; 0.8752620545073375; 1.0; 1.0; 1.0; 0.4736842105263158; 0.43902439024390244; 0.4977730646871686; 0.48695652173913045; 0.48695652173913045; 0.5036408624955815; 0.8740740740740741; 0.8658280922431866; 0.8752620545073374
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.51048951 0.46503497 0.51398601 0.54545455 0.51760563]; 0.48333333333333334; 0.5333333333333333; 0.8742138364779874; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.48760330578512395; 0.5221238938053098; 0.4854713957215525; 0.552; 0.5433070866141733; 0.5327154902097414; 0.8749999999999999; 0.8805031446540881; 0.8742138364779874
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.5        0.44755245 0.48951049 0.46853147 0.48601399]; 0.5606694560669456; 0.5188284518828452; 0.5613207547169812; 0.555155010814708; 0.5384615384615384; 0.5685314685314685; 0.5414847161572053; 0.5210084033613446; 0.5605042016806723; 0.4748858447488585; 0.43333333333333335; 0.519187675070028; 0.5438692098092642; 0.5230607966457023; 0.5613207547169812
ensemble_model_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.5625     0.5        0.44791667 0.49305556 0.50699301]; 0.5361702127659574; 0.5191489361702127; 0.8836477987421384; 1.0; 1.0; 1.0; 0.5281385281385281; 0.5258620689655172; 0.5360402781802377; 0.5271966527196653; 0.5294117647058824; 0.5190162271805273; 0.8836477987421383; 0.8836477987421384; 0.8836477987421384
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53496503 0.48251748 0.52797203 0.49300699 0.51760563]; 0.5666666666666667; 0.5166666666666667; 0.8820754716981132; 0.9965010496850946; 0.9971988795518207; 0.9964985994397759; 0.5968992248062015; 0.616; 0.5645217391304347; 0.5084745762711864; 0.5217391304347826; 0.5168695652173914; 0.8829953198127926; 0.889937106918239; 0.8820754716981132
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.54166667 0.54166667 0.53125    0.54166667]; 0.56875; 0.49375; 0.8125; 1.0; 1.0; 1.0; 0.6760563380281689; 0.8470588235294118; 0.5501960784313725; 0.6086956521739131; 0.7411764705882353; 0.47725490196078435; 0.8333333333333334; 0.9146341463414634; 0.8098811757348342
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.65625    0.69791667 0.71875    0.75531915]; 0.5534591194968553; 0.6163522012578616; 0.8291457286432161; 0.9915611814345991; 0.9832635983263598; 0.9916317991631799; 0.5477707006369428; 0.5443037974683544; 0.5534018987341772; 0.655367231638418; 0.7160493827160493; 0.6144349477682811; 0.8316831683168318; 0.8421052631578947; 0.8291130849794512
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.67708333 0.79166667 0.71276596 0.73404255 0.73404255]; 0.6265822784810127; 0.5632911392405063; 0.7949367088607595; 0.9285714285714286; 0.9324894514767933; 0.9282700421940929; 0.6335403726708075; 0.6455696202531646; 0.6265822784810127; 0.5306122448979592; 0.5064935064935064; 0.5618887285553953; 0.7933673469387756; 0.7913486005089059; 0.7949186327481557
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.69791667 0.64583333 0.67708333 0.76041667]; 0.56875; 0.63125; 0.7775; 0.900398406374502; 0.9416666666666667; 0.8958333333333333; 0.5714285714285714; 0.5227272727272727; 0.5738636363636364; 0.6242038216560509; 0.6049382716049383; 0.6315830598531019; 0.7829268292682927; 0.784841075794621; 0.7773310238308143
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.69791667 0.61458333 0.625      0.63541667]; 0.6; 0.61875; 0.80875; 0.9444444444444444; 0.9916666666666667; 0.9416666666666665; 0.5294117647058824; 0.5373134328358209; 0.5912373615792008; 0.6211180124223603; 0.6097560975609756; 0.618980612883052; 0.8089887640449438; 0.8329048843187661; 0.8093964810888234
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5625     0.58333333 0.59375    0.54255319 0.73404255]; 0.5949367088607594; 0.689873417721519; 0.8308080808080808; 0.9572301425661914; 0.9873949579831933; 0.9558823529411765; 0.5675675675675675; 0.5675675675675675; 0.5933075933075933; 0.703030303030303; 0.7532467532467533; 0.6914381914381915; 0.8333333333333333; 0.8611825192802056; 0.831335676513552
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.78125    0.72916667 0.66666667 0.65625   ]; 0.61875; 0.56875; 0.7275; 0.8135593220338982; 0.8; 0.8166666666666667; 0.6432748538011697; 0.6547619047619048; 0.6168546365914787; 0.6057142857142856; 0.6162790697674418; 0.5648962916404777; 0.7334963325183375; 0.7317073170731707; 0.7273921200750468
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.59375    0.73404255 0.68085106 0.63829787]; 0.5379746835443038; 0.6012658227848101; 0.7924050632911392; 0.9385964912280702; 0.9029535864978903; 0.9409282700421941; 0.46715328467153283; 0.38095238095238093; 0.5485842985842986; 0.5771812080536912; 0.5180722891566265; 0.6057028112449799; 0.7789757412398922; 0.7153465346534653; 0.7942017647360591
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.76041667 0.75       0.80208333 0.82291667]; 0.55; 0.59375; 0.775; 0.9054945054945054; 0.8583333333333333; 0.9104166666666668; 0.5714285714285714; 0.5925925925925926; 0.5494608532583216; 0.6242774566473988; 0.6136363636363636; 0.5915404040404041; 0.7738693467336685; 0.7530562347188264; 0.7755050994565998
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.59722222 0.54861111 0.61971831 0.56338028 0.6056338 ]; 0.5378151260504201; 0.5798319327731093; 0.8109243697478992; 0.9789029535864979; 0.9747899159663865; 0.9789915966386555; 0.6518987341772152; 0.8956521739130435; 0.5494521032166844; 0.6951219512195121; 0.9047619047619048; 0.5595238095238095; 0.833948339483395; 0.9448160535117057; 0.8102458645936906
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.61805556 0.58450704 0.65492958 0.66197183]; 0.6260504201680672; 0.6092436974789915; 0.8369747899159664; 0.9829545454545454; 0.969187675070028; 0.9831932773109244; 0.6615969581749049; 0.7767857142857143; 0.6344246031746033; 0.6618181818181819; 0.7109375; 0.6009232954545455; 0.8438003220611916; 0.8777219430485762; 0.8368373627553168
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.6875     0.65972222 0.63888889 0.64084507 0.63380282]; 0.5882352941176471; 0.5840336134453782; 0.8288590604026845; 0.9901269393511989; 0.9804469273743017; 0.9902234636871509; 0.6171874999999999; 0.6991150442477876; 0.5935575221238938; 0.6292134831460674; 0.6666666666666666; 0.5788690476190476; 0.8344155844155844; 0.8609715242881072; 0.8288050898751461
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66197183 0.63380282 0.71830986 0.6971831  0.62676056]; 0.6779661016949152; 0.614406779661017; 0.7495769881556683; 0.8244897959183674; 0.8535211267605634; 0.8183098591549296; 0.6481481481481481; 0.6481481481481481; 0.6756365740740741; 0.6094420600858369; 0.5634920634920635; 0.618109668109668; 0.7500000000000001; 0.7538200339558574; 0.7495912985968157
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.6875     0.63888889 0.66666667 0.67605634]; 0.5606694560669456; 0.5774058577405857; 0.8068561872909699; 0.965893587994543; 0.9860724233983287; 0.9651810584958217; 0.5116279069767442; 0.45454545454545453; 0.5620184899845917; 0.5665236051502146; 0.528; 0.5797894736842105; 0.8044030482641829; 0.7851239669421488; 0.8071135909160829
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.68055556 0.66666667 0.73611111 0.73239437]; 0.6317991631799164; 0.5188284518828452; 0.7591973244147158; 0.8846675712347354; 0.9080779944289693; 0.8816155988857939; 0.6507936507936507; 0.7068965517241379; 0.6339360807401178; 0.5418326693227091; 0.5666666666666667; 0.5186274509803921; 0.767741935483871; 0.8; 0.7594009983361065
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.67361111 0.70833333 0.69014085 0.73239437 0.61267606]; 0.5966386554621849; 0.6050420168067226; 0.6957983193277311; 0.7463126843657817; 0.7086834733893558; 0.7591036414565827; 0.6546762589928058; 0.7711864406779662; 0.5980932203389832; 0.6328125000000001; 0.6864406779661016; 0.6057203389830508; 0.7013201320132013; 0.7166947723440135; 0.6958683241954574
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.77777778 0.78472222 0.85416667 0.74647887 0.8028169 ]; 0.5336134453781513; 0.5252100840336135; 0.7701342281879194; 0.9285714285714286; 0.9078212290502793; 0.9301675977653633; 0.5577689243027888; 0.5932203389830508; 0.5341101694915255; 0.5568627450980393; 0.6396396396396397; 0.5324182450166703; 0.7728026533996684; 0.7938671209540034; 0.7704872794852662
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66197183 0.66901408 0.6971831  0.67605634 0.71126761]; 0.6228813559322034; 0.6313559322033898; 0.7884940778341794; 0.895774647887324; 0.895774647887324; 0.8957746478873241; 0.6244725738396625; 0.5826771653543307; 0.6262009679982662; 0.6329113924050632; 0.6578947368421053; 0.6322260569456428; 0.7888513513513514; 0.7835570469798657; 0.7885362026708203
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.55729167 0.54166667 0.54736842 0.54736842 0.60526316]; 0.5566037735849056; 0.550314465408805; 0.8081761006289309; 0.9776357827476039; 0.9622641509433962; 0.9779874213836478; 0.6356589147286822; 0.7884615384615384; 0.5608974358974359; 0.6397984886649875; 0.8300653594771242; 0.5604872251931076; 0.8229831688914685; 0.9020356234096693; 0.8092267669287152
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.64736842 0.68947368 0.64210526 0.72105263 0.64361702]; 0.6139240506329114; 0.6360759493670886; 0.8487341772151898; 0.9978858350951374; 0.9957805907172996; 0.9978902953586498; 0.6013071895424835; 0.5786163522012578; 0.6141489404318391; 0.637223974763407; 0.6196319018404908; 0.6366133365411604; 0.8476736775015933; 0.835427135678392; 0.8488360168187878
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65789474 0.7        0.68421053 0.66842105 0.67368421]; 0.560126582278481; 0.569620253164557; 0.8103666245259166; 0.9732620320855614; 0.9578947368421052; 0.9736842105263157; 0.5587301587301587; 0.5398773006134969; 0.5607883235093628; 0.5374149659863946; 0.5486111111111112; 0.5679102067183462; 0.805699481865285; 0.7953964194373402; 0.81019820971867
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; 8; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.64583333 0.66315789 0.58421053 0.63157895 0.66315789]; 0.6466876971608833; 0.668769716088328; 0.7648171500630517; 0.8343949044585988; 0.8256302521008403; 0.8361344537815126; 0.6686390532544377; 0.7018633540372671; 0.6458034718904284; 0.6666666666666667; 0.660377358490566; 0.668796274181992; 0.7661442006269591; 0.7675879396984925; 0.7648066280770944
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.61979167 0.65104167 0.60416667 0.67894737 0.66842105]; 0.6320754716981132; 0.6446540880503144; 0.8234924623115578; 0.9486404833836859; 0.9853556485355649; 0.946652719665272; 0.6309148264984227; 0.6535947712418301; 0.632857991681521; 0.6501547987616099; 0.6325301204819277; 0.6452124286620164; 0.827924066135946; 0.848180677540778; 0.8234614079527789
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.58333333 0.65625    0.6        0.63157895 0.62631579]; 0.6132075471698113; 0.5691823899371069; 0.7836477987421384; 0.9125000000000001; 0.9182389937106918; 0.9119496855345912; 0.6306306306306306; 0.65625; 0.6129351265822784; 0.573208722741433; 0.5714285714285714; 0.5691537761601455; 0.7868649318463444; 0.7957393483709273; 0.7836019974177868
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.67708333 0.66666667 0.734375   0.72916667 0.703125  ]; 0.56875; 0.55625; 0.67875; 0.75625; 0.75625; 0.75625; 0.640625; 0.76875; 0.5687500000000001; 0.6321243523316061; 0.7625; 0.5562499999999999; 0.7028901734104047; 0.76; 0.67875
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.6875     0.74210526 0.72105263 0.72105263]; 0.5849056603773585; 0.6163522012578616; 0.7924528301886793; 0.9182795698924732; 0.8951781970649895; 0.9203354297693921; 0.5714285714285713; 0.5569620253164557; 0.5847310126582278; 0.6411764705882352; 0.6566265060240963; 0.614497463538364; 0.7908745247148289; 0.7790262172284644; 0.7925549337092893
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.578125   0.66145833 0.61458333 0.60416667 0.69270833]; 0.678125; 0.5875; 0.80375; 0.9160467587672689; 0.8979166666666667; 0.9177083333333333; 0.688821752265861; 0.7080745341614907; 0.6779366381499279; 0.5900621118012421; 0.6333333333333333; 0.5901960784313726; 0.8030112923462986; 0.809102402022756; 0.8038095446454941
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; 10; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.54583333 0.56722689 0.57563025 0.59663866 0.57563025]; 0.5279329608938548; 0.5642458100558659; 0.8207547169811321; 0.9855564995751912; 0.9731543624161074; 0.985738255033557; 0.6219239373601789; 0.8424242424242424; 0.5507457999685978; 0.670886075949367; 0.8238341968911918; 0.5422201287486261; 0.8369876072449952; 0.9203354297693921; 0.8207547169811321
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.64166667 0.67647059 0.69747899 0.68487395]; 0.5574229691876751; 0.6162464985994398; 0.8349056603773585; 0.9829642248722317; 0.966499162479062; 0.983249581239531; 0.6392694063926941; 0.7526881720430108; 0.5488587059045463; 0.6633906633906634; 0.7894736842105263; 0.6232314657611772; 0.8439821693907875; 0.8930817610062893; 0.8349056603773584
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.72916667 0.71666667 0.6875     0.62916667 0.65      ]; 0.5677966101694916; 0.635593220338983; 0.8411949685534591; 0.9824267782426778; 0.9783333333333334; 0.9825; 0.5565217391304348; 0.5680473372781065; 0.567807452422837; 0.6446280991735537; 0.6324324324324324; 0.6357428434351511; 0.8407777193904362; 0.8385744234800838; 0.841194968553459
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.6375     0.68487395 0.65546218 0.65546218]; 0.5602240896358543; 0.6022408963585434; 0.64937106918239; 0.7091194968553458; 0.7554438860971524; 0.6901172529313233; 0.6104218362282877; 0.6721311475409836; 0.5573299415865838; 0.6502463054187193; 0.7586206896551724; 0.6060863011117392; 0.6785199423354157; 0.740041928721174; 0.64937106918239
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.60084034 0.68487395 0.66386555 0.66386555 0.64830508]; 0.65; 0.6083333333333333; 0.7809224318658281; 0.8738512949039265; 0.8804713804713805; 0.872895622895623; 0.657608695652174; 0.6914285714285714; 0.651119691119691; 0.6259946949602122; 0.6378378378378379; 0.6074903474903476; 0.7847579814624099; 0.7987421383647799; 0.7809224318658281
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64583333 0.58333333 0.6125     0.6092437  0.62184874]; 0.6235955056179775; 0.601123595505618; 0.8034591194968553; 0.9182493806771264; 0.9297658862876255; 0.9172240802675585; 0.6256983240223463; 0.632768361581921; 0.6236467506233627; 0.5988700564971752; 0.5921787709497207; 0.6011741312375721; 0.8049921996879876; 0.8113207547169812; 0.8034591194968553
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.71666667 0.6302521  0.68907563 0.67226891 0.71428571]; 0.5977653631284916; 0.6480446927374302; 0.6829140461215933; 0.7048458149779736; 0.6711409395973155; 0.7189597315436241; 0.5135135135135135; 0.4198895027624309; 0.5997752598557918; 0.5333333333333334; 0.4067796610169492; 0.6453787807847177; 0.6443268665490889; 0.5744234800838575; 0.6829140461215932
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67916667 0.61344538 0.66806723 0.66806723 0.74369748]; 0.6620111731843575; 0.6229050279329609; 0.8155136268343816; 0.9170984455958551; 0.8909395973154363; 0.919463087248322; 0.6409495548961425; 0.6242774566473989; 0.660787376972348; 0.6260387811634349; 0.6108108108108108; 0.6233244805499141; 0.810344827586207; 0.7882599580712788; 0.8155136268343816
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67916667 0.675      0.68487395 0.68067227 0.65546218]; 0.6162464985994398; 0.5770308123249299; 0.7814465408805031; 0.8900255754475703; 0.8743718592964824; 0.8919597989949749; 0.6267029972752044; 0.672514619883041; 0.6185153744576495; 0.6234413965087281; 0.6720430107526881; 0.572863610639502; 0.7851622874806801; 0.7987421383647799; 0.7814465408805031
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57342657 0.56293706 0.55944056 0.56993007 0.58098592]; 0.5458333333333333; 0.5875; 0.8763102725366876; 0.9801418439716312; 0.9677871148459384; 0.9803921568627453; 0.6036363636363636; 0.7217391304347827; 0.5528695652173914; 0.6550522648083623; 0.752; 0.5803478260869565; 0.8803245436105478; 0.909853249475891; 0.8763102725366877
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.70486111 0.65734266 0.71328671 0.67482517]; 0.5569620253164557; 0.6244725738396625; 0.8920335429769392; 0.9915848527349228; 0.9860529986052998; 0.9916317991631798; 0.6315789473684209; 0.7563025210084033; 0.556117362199117; 0.6810035842293907; 0.8050847457627118; 0.625231448511608; 0.8964824120603014; 0.9350104821802935; 0.8920335429769393
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66083916 0.69230769 0.63286713 0.70979021 0.67253521]; 0.6083333333333333; 0.6583333333333333; 0.90041928721174; 0.9901129943502824; 0.9817927170868347; 0.9901960784313726; 0.5688073394495413; 0.5210084033613446; 0.6076116396972012; 0.6095238095238095; 0.5289256198347108; 0.6594207931106326; 0.8969631236442516; 0.8668763102725366; 0.9004192872117399
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; 12; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.65625    0.625      0.67361111 0.63194444 0.65034965]; 0.5957446808510638; 0.6297872340425532; 0.7657232704402516; 0.8334380892520427; 0.9221140472878998; 0.8157162726008345; 0.6303501945525293; 0.627906976744186; 0.5922553751645458; 0.6359832635983262; 0.7169811320754716; 0.6375603334795963; 0.7858169621466219; 0.859538784067086; 0.7657232704402517
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65384615 0.63286713 0.60839161 0.61888112 0.61188811]; 0.6527196652719666; 0.6903765690376569; 0.890461215932914; 0.9639889196675901; 0.9734265734265735; 0.9636363636363635; 0.6468085106382978; 0.59375; 0.6572353603603603; 0.6574074074074076; 0.6396396396396397; 0.6870073198198199; 0.8897097625329815; 0.8836477987421384; 0.890461215932914
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63986014 0.63286713 0.63636364 0.66783217 0.65034965]; 0.5523012552301255; 0.6150627615062761; 0.8186582809224319; 0.8993839835728954; 0.9188811188811189; 0.8972027972027973; 0.42780748663101603; 0.3418803418803419; 0.5479893512680398; 0.5445544554455446; 0.45081967213114754; 0.6185722292279668; 0.8129729729729729; 0.7882599580712788; 0.8186582809224319
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.70486111 0.73076923 0.64685315 0.65384615 0.6993007 ]; 0.6722689075630253; 0.6260504201680672; 0.6949685534591195; 0.7194050033806626; 0.7430167597765364; 0.7101955307262571; 0.6904761904761906; 0.71900826446281; 0.671469944197217; 0.6367346938775511; 0.6666666666666666; 0.6267217630853994; 0.7054655870445345; 0.7306079664570231; 0.6949685534591195
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.69230769 0.67832168 0.68881119 0.66901408]; 0.6416666666666667; 0.6125; 0.8060796645702306; 0.8632784538296349; 0.8445378151260504; 0.8662464985994397; 0.6504065040650407; 0.7272727272727273; 0.6482517482517482; 0.6568265682656826; 0.6846153846153846; 0.605944055944056; 0.8066875653082549; 0.8092243186582809; 0.8060796645702307
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63986014 0.66083916 0.65384615 0.68881119 0.66901408]; 0.625; 0.7; 0.8364779874213837; 0.8939179632248938; 0.8851540616246498; 0.8949579831932772; 0.6153846153846153; 0.5853658536585366; 0.6260162601626017; 0.7000000000000001; 0.717948717948718; 0.7004377736085052; 0.8347457627118644; 0.8259958071278826; 0.8364779874213837
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.75       0.60416667 0.59375    0.60416667]; 0.59375; 0.54375; 0.78; 0.9147982062780268; 0.85; 0.9208333333333334; 0.6368715083798883; 0.6785714285714286; 0.5892857142857143; 0.5875706214689265; 0.6419753086419753; 0.5425066416627597; 0.7805486284289277; 0.7728395061728395; 0.7800906391623691
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.64583333 0.75       0.73958333 0.71276596]; 0.6226415094339622; 0.6477987421383647; 0.8153266331658291; 0.9330453563714903; 0.9037656903765691; 0.9351464435146444; 0.6842105263157894; 0.6565656565656566; 0.6116161616161616; 0.6455696202531646; 0.6623376623376623; 0.6482420019005385; 0.8187422934648582; 0.8; 0.8160104986876641
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.65625    0.66666667 0.76041667 0.67708333]; 0.5875; 0.55; 0.7725; 0.905982905982906; 0.8833333333333333; 0.9083333333333334; 0.6292134831460674; 0.6588235294117647; 0.5827450980392156; 0.5714285714285714; 0.64; 0.5552941176470588; 0.7764127764127764; 0.79; 0.7725
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.60416667 0.59375    0.58333333 0.68085106]; 0.6289308176100629; 0.660377358490566; 0.6758793969849246; 0.7538200339558574; 0.9288702928870293; 0.696652719665272; 0.6775956284153006; 0.7045454545454546; 0.6198783610755442; 0.686046511627907; 0.7662337662337663; 0.663604687994932; 0.7266949152542374; 0.849009900990099; 0.6732294402909679
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.625      0.58333333 0.625      0.64583333]; 0.575; 0.625; 0.8325; 0.9873417721518987; 0.975; 0.9875; 0.6382978723404255; 0.6896551724137931; 0.5640056683986774; 0.6629213483146068; 0.7195121951219512; 0.6225766103814885; 0.8404761904761906; 0.863080684596577; 0.8317960967739919
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.54166667 0.5625     0.57291667 0.60416667 0.54255319]; 0.5220125786163522; 0.5660377358490566; 0.8128140703517588; 0.9916666666666667; 0.99581589958159; 0.99163179916318; 0.5189873417721519; 0.5616438356164384; 0.5250079643198471; 0.5548387096774194; 0.5584415584415584; 0.5658061450744378; 0.8121059268600253; 0.8277634961439588; 0.8131446473348787
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.64583333 0.66666667 0.71875    0.69791667]; 0.66875; 0.68125; 0.69125; 0.7234042553191491; 0.7791666666666667; 0.7020833333333334; 0.6708074534161491; 0.6428571428571429; 0.6701127819548872; 0.7017543859649124; 0.75; 0.6812500000000001; 0.7090694935217904; 0.745049504950495; 0.6907065706570656
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.6875     0.69791667 0.6875     0.67021277]; 0.5094339622641509; 0.5283018867924528; 0.7776381909547738; 0.9478260869565218; 0.9121338912133892; 0.9497907949790796; 0.5411764705882354; 0.6764705882352942; 0.5305429864253394; 0.5508982035928144; 0.6133333333333333; 0.5328571428571428; 0.7779171894604767; 0.8115183246073299; 0.7789475681007664
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.625      0.69791667 0.67021277 0.67021277 0.73404255]; 0.5632911392405063; 0.6265822784810127; 0.7936708860759494; 0.9220489977728284; 0.8734177215189873; 0.9261603375527426; 0.5714285714285714; 0.575; 0.5631410256410256; 0.6335403726708075; 0.6455696202531646; 0.6265822784810127; 0.788586251621271; 0.7676767676767676; 0.7937368609957443
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.63888889 0.66666667 0.68055556 0.70422535 0.68309859]; 0.5504201680672269; 0.5630252100840336; 0.7340604026845637; 0.8454810495626822; 0.8100558659217877; 0.8519553072625698; 0.5770750988142292; 0.5887096774193549; 0.5487408036219582; 0.5630252100840336; 0.5491803278688525; 0.5633832673827021; 0.7306711979609176; 0.7119205298013245; 0.7343616254448799
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.64583333 0.69014085 0.75352113 0.67605634]; 0.5882352941176471; 0.6176470588235294; 0.7974789915966387; 0.9255014326647565; 0.9047619047619048; 0.9271708683473389; 0.5983606557377049; 0.6033057851239669; 0.5879776788867698; 0.6431372549019608; 0.6356589147286822; 0.61599459497902; 0.7986633249791144; 0.7874794069192751; 0.7976848149519188
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64084507 0.64084507 0.61267606 0.66197183 0.64084507]; 0.6228813559322034; 0.6016949152542372; 0.8003384094754653; 0.9243937232524964; 0.9126760563380282; 0.9253521126760563; 0.6147186147186147; 0.6283185840707964; 0.6231023814662926; 0.5840707964601771; 0.5739130434782609; 0.6010061085159899; 0.7962003454231433; 0.79073756432247; 0.8002101844984637
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.61267606 0.61971831 0.70422535 0.6056338  0.64084507]; 0.6822033898305084; 0.6567796610169492; 0.6514382402707276; 0.6759493670886076; 0.752112676056338; 0.6394366197183098; 0.6913580246913581; 0.7706422018348624; 0.6884707072166438; 0.7075812274368231; 0.8235294117647058; 0.6553544494720965; 0.685496183206107; 0.7701543739279588; 0.6530237645933618
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.6056338  0.61971831 0.63380282 0.61267606 0.59859155]; 0.614406779661017; 0.6440677966101694; 0.8468697123519459; 0.9914772727272727; 0.9830985915492958; 0.9915492957746479; 0.631578947368421; 0.6842105263157895; 0.616695427092321; 0.6612903225806452; 0.7068965517241379; 0.6451149425287356; 0.8490408673894912; 0.8700854700854701; 0.8471030365502727
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.57638889 0.53472222 0.52112676 0.6056338  0.55633803]; 0.5840336134453782; 0.6428571428571429; 0.8050420168067227; 0.9316239316239316; 0.9159663865546218; 0.9327731092436974; 0.6086956521739131; 0.6363636363636364; 0.5831390831390831; 0.6586345381526104; 0.6776859504132231; 0.642261778625415; 0.8073089700996677; 0.8113522537562604; 0.8049993079271995
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; 6; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66901408 0.72535211 0.73943662 0.76056338 0.69014085]; 0.5466101694915254; 0.5254237288135594; 0.6785109983079526; 0.7600596125186289; 0.7183098591549296; 0.7732394366197183; 0.5201793721973094; 0.5471698113207547; 0.5466618287373005; 0.5555555555555557; 0.56; 0.5232432432432432; 0.668411867364747; 0.6535836177474402; 0.678301875987814
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.67361111 0.72222222 0.64583333 0.66666667 0.64084507]; 0.694560669456067; 0.6401673640167364; 0.794314381270903; 0.8776371308016877; 0.8690807799442897; 0.8788300835654597; 0.6919831223628692; 0.7008547008547008; 0.6946896455093176; 0.6532258064516129; 0.6639344262295082; 0.6396595208070618; 0.794314381270903; 0.794314381270903; 0.794314381270903
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.60416667 0.66197183 0.64084507 0.66901408]; 0.6092436974789915; 0.6260504201680672; 0.7873949579831933; 0.897841726618705; 0.8739495798319328; 0.9005602240896359; 0.6568265682656828; 0.7542372881355932; 0.6104519774011299; 0.6810035842293907; 0.7786885245901639; 0.6221028829847373; 0.7967871485943774; 0.830820770519263; 0.7872484965581138
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.67894737 0.64736842 0.6        0.64210526]; 0.5854430379746836; 0.5506329113924051; 0.7408343868520859; 0.8499452354874042; 0.8168421052631579; 0.8557894736842107; 0.6112759643916914; 0.6280487804878049; 0.5837612323491655; 0.5419354838709678; 0.5714285714285714; 0.5519864750633982; 0.7371794871794871; 0.7315521628498728; 0.7407760814249365
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.61979167 0.63157895 0.66315789 0.7        0.66842105]; 0.61198738170347; 0.5930599369085173; 0.7969735182849937; 0.9242424242424244; 0.8970588235294118; 0.926470588235294; 0.6495726495726496; 0.6867469879518072; 0.6082741562275593; 0.5930599369085174; 0.6266666666666667; 0.5947704590818363; 0.7977386934673367; 0.8017676767676768; 0.7969795562679695
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.66145833 0.68229167 0.71875    0.734375   0.66315789]; 0.6363636363636364; 0.6175548589341693; 0.7951127819548872; 0.9052183173588926; 0.8872651356993737; 0.9070981210855951; 0.5639097744360902; 0.49019607843137253; 0.6306402078903851; 0.5447761194029851; 0.45625; 0.618062106918239; 0.7780040733197556; 0.7234848484848485; 0.7945782451379467
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.61979167 0.60416667 0.671875   0.640625   0.63541667]; 0.6625; 0.6125; 0.6375; 0.6909413854351687; 0.8104166666666667; 0.6375000000000001; 0.7127659574468086; 0.8220858895705522; 0.659450588097378; 0.6536312849162011; 0.740506329113924; 0.6140803250507891; 0.6881720430107526; 0.7990012484394506; 0.637297870777923
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.58854167 0.61979167 0.59895833 0.63020833 0.56842105]; 0.6363636363636364; 0.5924764890282131; 0.8364661654135338; 0.9840933191940615; 0.9686847599164927; 0.9843423799582464; 0.6777777777777778; 0.7349397590361446; 0.6321757618710134; 0.6176470588235294; 0.6862745098039216; 0.5961493030947319; 0.8411442483262325; 0.8659147869674185; 0.8364661654135338
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.59375    0.60416667 0.58333333 0.625      0.61458333]; 0.571875; 0.56875; 0.8125; 0.9741468459152016; 0.98125; 0.9739583333333334; 0.591044776119403; 0.6644295302013423; 0.5778288001883904; 0.6011560693641618; 0.6265060240963856; 0.5664997652949461; 0.8179611650485438; 0.8477987421383648; 0.81271924684558
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.74210526 0.70526316 0.72631579 0.65789474 0.71276596]; 0.6234177215189873; 0.6518987341772152; 0.6822784810126582; 0.7205731832139203; 0.7426160337552743; 0.7120253164556962; 0.5734767025089607; 0.5405405405405406; 0.618484555984556; 0.6474358974358975; 0.5941176470588235; 0.6566478646253022; 0.6798469387755103; 0.672979797979798; 0.6823020817310158
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.69270833 0.69473684 0.67368421 0.74210526]; 0.6320754716981132; 0.6477987421383647; 0.7610062893081762; 0.8402116402116403; 0.8322851153039832; 0.8417190775681341; 0.6794520547945205; 0.7848101265822784; 0.6330300632911392; 0.7005347593582887; 0.8136645962732919; 0.6456858013213593; 0.7743467933491688; 0.8190954773869347; 0.760933129121679
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.70833333 0.68229167 0.66666667 0.72395833 0.67708333]; 0.63125; 0.621875; 0.775; 0.8719576719576719; 0.8583333333333333; 0.8739583333333334; 0.6217948717948717; 0.5878787878787879; 0.6326490713587488; 0.6344410876132931; 0.6325301204819277; 0.621459865435769; 0.7732997481108314; 0.7570900123304563; 0.775249695645583
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; 10; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.70833333 0.62184874 0.66806723 0.69327731 0.63865546]; 0.5754189944134078; 0.611731843575419; 0.7421383647798742; 0.8277634961439589; 0.8104026845637584; 0.8313758389261745; 0.5913978494623656; 0.5945945945945946; 0.5747539446961413; 0.5875370919881305; 0.5722543352601156; 0.6104514919543822; 0.7377398720682302; 0.7253668763102725; 0.7421383647798742
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.61344538 0.67226891 0.71008403 0.62605042 0.72268908]; 0.6211699164345403; 0.6128133704735376; 0.810272536687631; 0.9237510955302366; 0.8857142857142857; 0.926890756302521; 0.6046511627906976; 0.5977011494252874; 0.6204721963342654; 0.5971014492753624; 0.5567567567567567; 0.6145852749301025; 0.8021857923497268; 0.7693920335429769; 0.810272536687631
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69166667 0.64166667 0.675      0.67916667 0.69327731]; 0.6028169014084507; 0.6450704225352113; 0.7955974842767296; 0.8946015424164525; 0.8714524207011686; 0.8973288814691152; 0.6299212598425196; 0.6779661016949152; 0.6030279946676823; 0.6612903225806452; 0.6910112359550562; 0.6449406462261157; 0.796875; 0.8018867924528302; 0.7955974842767295
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62184874 0.64285714 0.6092437  0.6302521  0.62711864]; 0.6472222222222223; 0.6638888888888889; 0.639937106918239; 0.6706676669167292; 0.7525252525252525; 0.6304713804713804; 0.7158836689038031; 0.8791208791208791; 0.6446166193357205; 0.709832134292566; 0.8314606741573034; 0.6657303370786517; 0.6873008648156577; 0.7914046121593291; 0.6399371069182389
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61344538 0.59663866 0.57142857 0.59663866 0.6059322 ]; 0.6166666666666667; 0.5861111111111111; 0.8322851153039832; 0.9714285714285714; 0.9444444444444444; 0.9722222222222222; 0.676056338028169; 0.782608695652174; 0.6128952569169961; 0.6320987654320988; 0.7272727272727273; 0.5891798418972332; 0.8388721047331319; 0.8731656184486373; 0.8322851153039832
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.60504202 0.58403361 0.66386555 0.60504202 0.58050847]; 0.6111111111111112; 0.6083333333333333; 0.7961215932914046; 0.9072164948453608; 0.8888888888888888; 0.9090909090909091; 0.6601941747572816; 0.7120418848167539; 0.6045416524675485; 0.6356589147286821; 0.727810650887574; 0.6152142259673472; 0.8018339276617423; 0.8249475890985325; 0.7961215932914046
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67916667 0.66386555 0.6302521  0.66386555 0.62605042]; 0.6061452513966481; 0.6201117318435754; 0.6436058700209644; 0.6306141154903758; 0.5771812080536913; 0.6619127516778524; 0.5187713310580204; 0.39790575916230364; 0.6211085682039064; 0.5; 0.40718562874251496; 0.6067341756278021; 0.5893719806763286; 0.5115303983228512; 0.6436058700209644
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.69583333 0.7125     0.7125     0.74789916 0.74369748]; 0.5533707865168539; 0.5814606741573034; 0.7442348008385744; 0.8461538461538461; 0.8277591973244147; 0.8494983277591972; 0.5974683544303798; 0.7421383647798742; 0.571576796603135; 0.6636568848758465; 0.7461928934010152; 0.5617756919835265; 0.7569721115537849; 0.7966457023060797; 0.7442348008385745
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62083333 0.65416667 0.6302521  0.62605042 0.61344538]; 0.6526610644257703; 0.6694677871148459; 0.8123689727463312; 0.900172117039587; 0.8760469011725294; 0.9028475711892798; 0.6196319018404907; 0.5233160621761658; 0.6640970554783269; 0.5902777777777779; 0.5182926829268293; 0.6581100720333628; 0.7984234234234235; 0.7431865828092243; 0.8123689727463312
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.7027972  0.63986014 0.62587413 0.63986014 0.59440559]; 0.5648535564853556; 0.6401673640167364; 0.7767295597484277; 0.8249258160237388; 0.7776223776223776; 0.8349650349650349; 0.5772357723577236; 0.5772357723577236; 0.5644799551443791; 0.6126126126126126; 0.5862068965517241; 0.6386319035604149; 0.7654185022026432; 0.7285115303983228; 0.7767295597484276
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6013986  0.66783217 0.64685315 0.64685315 0.58450704]; 0.625; 0.6583333333333333; 0.8616352201257862; 0.9333333333333333; 0.9019607843137255; 0.9355742296918766; 0.5499999999999999; 0.5045871559633027; 0.6148889978289795; 0.6339285714285715; 0.5419847328244275; 0.6700749352195532; 0.8536585365853657; 0.8071278825995807; 0.8616352201257861
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.72727273 0.63986014 0.61888112 0.65384615 0.66083916]; 0.6861924686192469; 0.6443514644351465; 0.8579664570230608; 0.91985559566787; 0.8909090909090909; 0.9223776223776223; 0.6963562753036439; 0.6615384615384615; 0.6885673959068453; 0.6255506607929515; 0.6513761467889908; 0.6449188426252646; 0.8542227003765465; 0.8322851153039832; 0.8579664570230607
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64685315 0.6993007  0.63986014 0.59090909 0.61619718]; 0.6375; 0.6625; 0.6446540880503144; 0.6878824969400245; 0.7871148459383753; 0.6428571428571428; 0.6881720430107527; 0.7868852459016393; 0.6349680466796332; 0.6988847583643123; 0.7966101694915254; 0.6646985273687136; 0.6892758936755271; 0.7882599580712788; 0.6446540880503144
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.63541667 0.57692308 0.59090909 0.61888112 0.64335664]; 0.6176470588235294; 0.6176470588235294; 0.8957023060796646; 0.9879858657243816; 0.9762569832402235; 0.9881284916201117; 0.6566037735849057; 0.71900826446281; 0.6159143886416614; 0.6513409961685824; 0.7264957264957265; 0.6194462103553013; 0.8974755280783101; 0.9129979035639413; 0.8957023060796645
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.60763889 0.60416667 0.60839161 0.6048951  0.59090909]; 0.5949367088607594; 0.5822784810126582; 0.8081761006289309; 0.8801681850035038; 0.8758716875871687; 0.8807531380753137; 0.633587786259542; 0.7094017094017094; 0.5963675213675214; 0.6147859922178988; 0.6583333333333333; 0.5813034188034187; 0.8119218910585818; 0.8280922431865828; 0.8081761006289307
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72222222 0.69097222 0.67132867 0.67832168 0.66433566]; 0.620253164556962; 0.5780590717299579; 0.70020964360587; 0.7251798561151078; 0.702928870292887; 0.7336122733612273; 0.5454545454545455; 0.4864864864864865; 0.6122908622908623; 0.5614035087719298; 0.5079365079365079; 0.5827970827970828; 0.6850220264317181; 0.6519916142557652; 0.70020964360587
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; 12; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65384615 0.66783217 0.63986014 0.7027972  0.65734266]; 0.6652719665271967; 0.6443514644351465; 0.8469601677148847; 0.9073668854850474; 0.8699300699300699; 0.9111888111888111; 0.7241379310344829; 0.8076923076923077; 0.6515525758645025; 0.6640316205533598; 0.7706422018348624; 0.6545518701482005; 0.8474399164054337; 0.850104821802935; 0.8469601677148847
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.65384615 0.61888112 0.67132867 0.67605634]; 0.6375; 0.7; 0.820230607966457; 0.867816091954023; 0.84593837535014; 0.8711484593837535; 0.6789667896678967; 0.7244094488188977; 0.6321162288342275; 0.6974789915966386; 0.7345132743362832; 0.7019023064594802; 0.819568648079958; 0.8165618448637316; 0.820230607966457
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.63541667 0.72916667 0.76041667 0.59574468]; 0.6037735849056604; 0.6540880503144654; 0.8128140703517588; 0.9306487695749441; 0.8702928870292888; 0.9351464435146444; 0.5714285714285715; 0.5915492957746479; 0.6025928297055058; 0.6540880503144655; 0.5977011494252874; 0.6599616858237548; 0.8021248339973439; 0.760705289672544; 0.8126834719039411
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.69791667 0.72916667 0.69791667 0.72916667]; 0.65; 0.65625; 0.83375; 0.9519650655021834; 0.9083333333333333; 0.9541666666666666; 0.7142857142857143; 0.7526881720430108; 0.6300754293050874; 0.7236180904522613; 0.8275862068965517; 0.6398205007085498; 0.8440797186400939; 0.8571428571428571; 0.8325187969924812
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.8125     0.73958333 0.70212766 0.72340426 0.76595745]; 0.6329113924050633; 0.6708860759493671; 0.7911392405063291; 0.8785871964679911; 0.8396624472573839; 0.8839662447257384; 0.6419753086419754; 0.6190476190476191; 0.6338481338481339; 0.6829268292682926; 0.691358024691358; 0.6703543370210037; 0.7881899871630296; 0.763681592039801; 0.7916346104528902
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.72916667 0.67708333 0.64583333 0.65625   ]; 0.60625; 0.6125; 0.64875; 0.6854838709677419; 0.7083333333333334; 0.675; 0.64; 0.7671232876712328; 0.6191938277436624; 0.6702127659574468; 0.7325581395348837; 0.6027655562539284; 0.6728754365541326; 0.7243107769423559; 0.6489384308651929
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.54166667 0.59574468 0.59574468 0.5212766 ]; 0.689873417721519; 0.6392405063291139; 0.8481012658227848; 0.9700854700854701; 0.9578059071729957; 0.9704641350210971; 0.7262569832402234; 0.7831325301204819; 0.6848995983935742; 0.6415094339622641; 0.6144578313253012; 0.6405622489959841; 0.8511166253101736; 0.8511166253101737; 0.8480389328101255
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.625      0.61458333 0.58510638 0.59574468 0.61702128]; 0.6518987341772152; 0.6265822784810127; 0.8177215189873418; 0.9380165289256198; 0.9578059071729957; 0.9367088607594937; 0.6745562130177515; 0.7215189873417721; 0.6518987341772151; 0.6589595375722542; 0.6705882352941176; 0.6229653505237711; 0.8256658595641647; 0.8503740648379052; 0.8172178807480014
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.77083333 0.71875    0.8125     0.74468085]; 0.6289308176100629; 0.6540880503144654; 0.7449748743718593; 0.81104033970276; 0.799163179916318; 0.8138075313807531; 0.6380368098159509; 0.6582278481012658; 0.6291139240506329; 0.6405228758169934; 0.6805555555555556; 0.6563697318007663; 0.7420584498094029; 0.7487179487179487; 0.7450486295313882
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.66666667 0.71875    0.6875     0.76041667]; 0.6; 0.65625; 0.8; 0.9106753812636166; 0.8708333333333333; 0.9145833333333334; 0.5949367088607596; 0.5595238095238095; 0.6021303258145363; 0.6357615894039735; 0.64; 0.6552941176470589; 0.7916666666666666; 0.7619047619047619; 0.7999049994062463
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.75       0.71276596 0.68085106 0.79787234]; 0.6392405063291139; 0.569620253164557; 0.7911392405063291; 0.9130434782608696; 0.8860759493670886; 0.9156118143459915; 0.6459627329192545; 0.6341463414634146; 0.6394415917843389; 0.5584415584415584; 0.5733333333333334; 0.5697991967871485; 0.7870967741935484; 0.7741116751269036; 0.7910962416038559
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; 6; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.625      0.61971831 0.64084507 0.67605634 0.68309859]; 0.6329113924050633; 0.5822784810126582; 0.730185497470489; 0.8085714285714286; 0.7949438202247191; 0.8117977528089888; 0.6063348416289592; 0.5153846153846153; 0.6455427749820273; 0.5352112676056339; 0.4672131147540984; 0.5857804704205274; 0.7178130511463845; 0.6694078947368421; 0.7317627708978328
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.61805556 0.76056338 0.67605634 0.70422535]; 0.6428571428571429; 0.5840336134453782; 0.7924369747899159; 0.9082969432314411; 0.8739495798319328; 0.9117647058823529; 0.6558704453441295; 0.6428571428571429; 0.6428571428571428; 0.5676855895196506; 0.5803571428571429; 0.5838293650793651; 0.7876182287188307; 0.7697478991596639; 0.7924369747899159
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.66666667 0.63194444 0.70833333 0.70422535 0.66901408]; 0.6260504201680672; 0.6302521008403361; 0.7692953020134228; 0.8587896253602306; 0.8324022346368715; 0.8631284916201116; 0.6276150627615062; 0.625; 0.6260593220338984; 0.648; 0.6694214876033058; 0.6295825386734477; 0.7675401521555367; 0.7579298831385642; 0.7693527999166683
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65972222 0.60416667 0.57638889 0.59859155 0.67605634]; 0.5882352941176471; 0.5882352941176471; 0.6904362416107382; 0.7866831072749693; 0.8910614525139665; 0.7583798882681564; 0.6620689655172414; 0.7868852459016393; 0.5830977953646127; 0.631578947368421; 0.7368421052631579; 0.5942275042444822; 0.7300658376005852; 0.8400673400673401; 0.6909366800671148
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.61971831 0.59859155 0.65492958 0.6056338  0.63380282]; 0.614406779661017; 0.5889830508474576; 0.8071065989847716; 0.9410029498525073; 0.8985915492957747; 0.9436619718309861; 0.689419795221843; 0.8347107438016529; 0.6086597197269135; 0.657243816254417; 0.7948717948717948; 0.5907132083602671; 0.8181818181818181; 0.8650927487352446; 0.8069097020416461
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.62676056 0.68309859 0.66197183 0.65492958 0.67857143]; 0.6313559322033898; 0.6186440677966102; 0.7711864406779662; 0.8702928870292886; 0.8813559322033898; 0.8686440677966101; 0.7050847457627119; 0.8062015503875969; 0.6133811490255742; 0.7039473684210527; 0.856; 0.6036756756756756; 0.7948328267477204; 0.8601973684210527; 0.7683853974972397
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.71527778 0.69444444 0.70138889 0.71830986 0.71126761]; 0.592436974789916; 0.6722689075630253; 0.7239932885906041; 0.7735294117647058; 0.7346368715083799; 0.7849162011173183; 0.5726872246696035; 0.49242424242424243; 0.6047026872498571; 0.6285714285714287; 0.5546218487394958; 0.6722689075630252; 0.7054610564010744; 0.6469622331691297; 0.7257109622106369
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.70833333 0.68309859 0.75352113 0.67605634]; 0.6260504201680672; 0.6050420168067226; 0.7949579831932773; 0.9093610698365528; 0.8571428571428571; 0.9145658263305323; 0.6079295154185022; 0.6272727272727273; 0.6261363636363637; 0.5803571428571428; 0.5909090909090909; 0.6040482954545454; 0.7829181494661922; 0.7625649913344887; 0.7940068023556621
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.76056338 0.61971831 0.64788732 0.63380282 0.70422535]; 0.6440677966101694; 0.6652542372881356; 0.7808798646362098; 0.8584070796460177; 0.819718309859155; 0.8647887323943663; 0.6934306569343066; 0.6934306569343066; 0.6345941163459412; 0.6775510204081633; 0.7980769230769231; 0.6793414918414918; 0.7836257309941521; 0.7869127516778524; 0.7808283894908034
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68947368 0.66842105 0.65789474 0.68421053 0.69473684]; 0.6044303797468354; 0.6518987341772152; 0.7319848293299621; 0.7943416757344941; 0.7684210526315789; 0.8010526315789473; 0.617737003058104; 0.6352201257861635; 0.6042342667147378; 0.6496815286624203; 0.6666666666666666; 0.6523517382413088; 0.7282051282051283; 0.7217280813214739; 0.7319332230506741
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.64583333 0.71875    0.68229167 0.71875    0.68947368]; 0.6238244514106583; 0.64576802507837; 0.8164160401002506; 0.9361702127659574; 0.918580375782881; 0.9373695198329853; 0.5804195804195804; 0.515527950310559; 0.6248525827502163; 0.6195286195286196; 0.5508982035928144; 0.6504491017964072; 0.8076165462902166; 0.7620817843866171; 0.8170358224848169
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69791667 0.66842105 0.67894737 0.66315789 0.67368421]; 0.6182965299684543; 0.5930599369085173; 0.7704918032786885; 0.88; 0.8781512605042017; 0.8802521008403361; 0.6322188449848023; 0.7123287671232876; 0.6251702315148602; 0.6282420749279539; 0.7218543046357616; 0.5988789595467965; 0.7761377613776138; 0.8163001293661061; 0.7716186993693998
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.62631579 0.62105263 0.65263158 0.65263158 0.62105263]; 0.6139240506329114; 0.620253164556962; 0.6738305941845765; 0.7549194991055458; 0.888421052631579; 0.7115789473684211; 0.659217877094972; 0.7283950617283951; 0.6109507776174443; 0.6629213483146067; 0.7612903225806451; 0.6228811861350431; 0.7183406113537117; 0.8308080808080808; 0.6736318885053062
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.67708333 0.66666667 0.625      0.60416667 0.63684211]; 0.6332288401253918; 0.6363636363636364; 0.8082706766917294; 0.9227513227513228; 0.9102296450939458; 0.9237995824634656; 0.6976744186046512; 0.8385093167701864; 0.6312799748407893; 0.6795580110497237; 0.7884615384615384; 0.6396295422369042; 0.8193624557260921; 0.871859296482412; 0.8084296482412061
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.640625   0.609375   0.63541667 0.55208333 0.640625  ]; 0.634375; 0.5875; 0.798125; 0.9225941422594143; 0.91875; 0.9229166666666666; 0.6608695652173913; 0.7169811320754716; 0.6348880815656861; 0.6228571428571428; 0.6855345911949685; 0.5881089105043166; 0.8043609933373712; 0.8320802005012531; 0.7982096763104769
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.734375   0.65625    0.6875     0.75789474 0.69473684]; 0.6289308176100629; 0.6635220125786163; 0.7211055276381909; 0.7585446527012127; 0.7196652719665272; 0.7709205020920502; 0.6335403726708074; 0.6845637583892618; 0.6322227075969978; 0.6985915492957746; 0.7701863354037267; 0.662163231396131; 0.7196969696969697; 0.7233502538071066; 0.7211278632219613
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.71354167 0.70833333 0.640625   0.71875    0.68229167]; 0.628125; 0.65; 0.7875; 0.8821621621621621; 0.85; 0.8864583333333332; 0.6123778501628664; 0.6266666666666667; 0.6280392156862745; 0.643312101910828; 0.6273291925465838; 0.6501425836946756; 0.7800776196636481; 0.7623261694058154; 0.7872199450242922
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.67708333 0.60526316 0.72105263 0.72631579]; 0.6257861635220126; 0.6540880503144654; 0.759119496855346; 0.8333333333333334; 0.8071278825995807; 0.8385744234800838; 0.6382978723404256; 0.65625; 0.6255933544303798; 0.676470588235294; 0.6571428571428571; 0.6537462537462537; 0.7595731324544883; 0.7450738916256158; 0.7594264059670495
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.64705882 0.64285714 0.67647059 0.70588235 0.72689076]; 0.6100278551532033; 0.6350974930362117; 0.7374213836477987; 0.802065404475043; 0.7831932773109244; 0.8067226890756302; 0.6446700507614213; 0.6684210526315789; 0.6063998754282155; 0.6410958904109589; 0.6923076923076923; 0.6382591093117409; 0.7391983342009371; 0.7442348008385744; 0.7374213836477987
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; 10; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.63333333 0.67226891 0.64705882 0.67647059 0.60504202]; 0.659217877094972; 0.6452513966480447; 0.8244234800838575; 0.9248251748251748; 0.8875838926174496; 0.9278523489932885; 0.5878378378378378; 0.5117647058823529; 0.6521589486858574; 0.5863192182410423; 0.4787234042553192; 0.6540675844806008; 0.8082427017744706; 0.740041928721174; 0.8244234800838574
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68907563 0.67226891 0.65966387 0.67647059 0.66101695]; 0.5833333333333334; 0.5666666666666667; 0.8123689727463312; 0.9543859649122807; 0.9158249158249159; 0.9562289562289563; 0.6052631578947367; 0.6318681318681318; 0.5827879985183356; 0.569060773480663; 0.5786516853932584; 0.5667983701691567; 0.8097768331562167; 0.7987421383647799; 0.8123689727463312
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62916667 0.67083333 0.65966387 0.65966387 0.6092437 ]; 0.6414565826330533; 0.6386554621848739; 0.6740041928721174; 0.7286245353159851; 0.8207705192629816; 0.6943048576214406; 0.7104072398190044; 0.8579234972677595; 0.6358583003580177; 0.6978922716627635; 0.8563218390804598; 0.644007914075749; 0.7190605239385727; 0.8343815513626834; 0.6740041928721174
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.67916667 0.65833333 0.65833333 0.6092437  0.6092437 ]; 0.6095505617977528; 0.6207865168539326; 0.7982180293501048; 0.9043927648578812; 0.8779264214046822; 0.9071906354515051; 0.6862302483069977; 0.8260869565217391; 0.6019969666329626; 0.6699266503667483; 0.7965116279069767; 0.6265166835187058; 0.8087431693989071; 0.8532494758909853; 0.7982180293501048
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70168067 0.62605042 0.64705882 0.65966387 0.62288136]; 0.65; 0.5777777777777777; 0.7809224318658281; 0.8865478119935171; 0.9208754208754208; 0.8821548821548821; 0.6460674157303371; 0.6318681318681318; 0.6502037288554142; 0.5754189944134078; 0.5786516853932584; 0.5777873811581676; 0.7854209445585215; 0.8018867924528302; 0.7809224318658281
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.71666667 0.65966387 0.68487395 0.71848739 0.66386555]; 0.6564245810055865; 0.6480446927374302; 0.7133123689727463; 0.7529021558872303; 0.761744966442953; 0.75; 0.64756446991404; 0.6457142857142857; 0.6561904761904762; 0.6440677966101694; 0.6229508196721312; 0.6486182669789227; 0.7134625458355158; 0.7138364779874213; 0.7133123689727463
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66806723 0.66806723 0.60084034 0.73529412 0.66525424]; 0.7055555555555556; 0.6416666666666667; 0.8029350104821803; 0.8730873087308729; 0.8164983164983165; 0.8813131313131314; 0.7282051282051283; 0.7675675675675676; 0.7037837837837838; 0.6614173228346456; 0.72; 0.6437837837837838; 0.8002125398512221; 0.789308176100629; 0.8029350104821802
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.6625     0.675      0.62083333 0.6625     0.64166667]; 0.6497175141242938; 0.6694915254237288; 0.7887840670859538; 0.8605851979345955; 0.8333333333333334; 0.8650000000000001; 0.6416184971098265; 0.6235955056179775; 0.6498659346271707; 0.6740947075208913; 0.6875; 0.6695926966292135; 0.7841456882699517; 0.7672955974842768; 0.7887840670859539
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67708333 0.67013889 0.65034965 0.65734266 0.66783217]; 0.6413502109704642; 0.6371308016877637; 0.749475890985325; 0.7811831789023521; 0.7642956764295676; 0.7859135285913529; 0.6613545816733067; 0.6859504132231405; 0.6403889997150186; 0.6692307692307693; 0.75; 0.6394628099173554; 0.7502612330198537; 0.7526205450733753; 0.749475890985325
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68531469 0.72377622 0.69230769 0.66433566 0.67605634]; 0.6333333333333333; 0.5875; 0.810796645702306; 0.8724340175953078; 0.8333333333333334; 0.8781512605042018; 0.66412213740458; 0.6692307692307692; 0.63006993006993; 0.5822784810126582; 0.6272727272727273; 0.5905594405594407; 0.8062265163714439; 0.7872117400419287; 0.810796645702306
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70979021 0.73426573 0.71328671 0.64685315 0.6958042 ]; 0.5690376569037657; 0.5397489539748954; 0.7929769392033543; 0.8700000000000001; 0.8517482517482518; 0.8727272727272728; 0.6171003717472119; 0.6587301587301587; 0.5638783537013625; 0.5599999999999999; 0.6194690265486725; 0.5438614974013204; 0.7941636268890047; 0.7987421383647799; 0.7929769392033543
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65972222 0.63636364 0.57692308 0.62587413 0.66083916]; 0.680672268907563; 0.6470588235294118; 0.6719077568134172; 0.7245862884160755; 0.8561452513966481; 0.6745810055865922; 0.6859504132231405; 0.6747967479674797; 0.6808766348533051; 0.6216216216216217; 0.6; 0.6455284552845528; 0.7096474953617812; 0.8018867924528302; 0.6719077568134172
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6048951  0.65034965 0.64685315 0.61888112 0.58802817]; 0.6375; 0.675; 0.8658280922431866; 0.9335281227173119; 0.8949579831932774; 0.9362745098039215; 0.6692015209125475; 0.8; 0.65; 0.7434210526315791; 0.8692307692307693; 0.6573426573426573; 0.8677685950413223; 0.8805031446540881; 0.8658280922431865
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.65384615 0.5979021  0.62587413 0.6443662 ]; 0.6041666666666666; 0.5833333333333334; 0.8034591194968553; 0.8770491803278688; 0.8991596638655462; 0.8739495798319328; 0.6619217081850534; 0.7322834645669292; 0.5962302278586858; 0.6478873239436619; 0.8141592920353983; 0.5960560239704551; 0.815179891572203; 0.8668763102725366; 0.8034591194968552
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.69230769 0.66083916 0.69230769 0.67253521]; 0.65; 0.6375; 0.7112159329140462; 0.73463687150838; 0.7366946778711485; 0.7338935574229692; 0.6744186046511628; 0.7073170731707317; 0.6485303314571608; 0.6233766233766234; 0.6153846153846154; 0.6369606003752344; 0.7131702238417491; 0.7180293501048218; 0.7112159329140462
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64685315 0.68881119 0.66083916 0.67482517 0.71126761]; 0.7208333333333333; 0.6875; 0.8385744234800838; 0.874811463046757; 0.8123249299719888; 0.8837535014005603; 0.728744939271255; 0.7563025210084033; 0.7211264671157719; 0.7058823529411764; 0.743801652892562; 0.687026876866449; 0.8315098468271335; 0.7966457023060797; 0.8385744234800839
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.67361111 0.65034965 0.71328671 0.65034965]; 0.6286919831223629; 0.6286919831223629; 0.7840670859538784; 0.8316690442225392; 0.8131101813110181; 0.8354253835425384; 0.6302521008403362; 0.6410256410256411; 0.6288461538461538; 0.6589147286821705; 0.7083333333333334; 0.6276709401709403; 0.7829293993677555; 0.7788259958071279; 0.7840670859538783
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; 4; svd_reconstruct; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.56382979 0.68085106 0.67021277 0.67021277 0.70652174]; 0.6923076923076923; 0.6538461538461539; 0.7628205128205128; 0.7909319899244331; 0.6709401709401709; 0.8226495726495725; 0.6129032258064515; 0.5671641791044776; 0.6768405165185308; 0.5970149253731344; 0.4878048780487805; 0.6628213579433091; 0.7175572519083968; 0.6135770234986945; 0.7601890155276847
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.80208333 0.80208333 0.71875    0.86458333]; 0.65; 0.5875; 0.785; 0.8842592592592592; 0.7958333333333333; 0.8958333333333334; 0.6989247311827957; 0.7558139534883721; 0.6414204902576995; 0.6206896551724138; 0.675; 0.5875; 0.7828282828282827; 0.7635467980295566; 0.785326698507164
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.67708333 0.64893617 0.72340426 0.67021277 0.70212766]; 0.6496815286624203; 0.5414012738853503; 0.7633587786259542; 0.8624708624708625; 0.7838983050847458; 0.8749999999999999; 0.6099290780141844; 0.5375; 0.6518668831168831; 0.4461538461538462; 0.3625; 0.5448863636363637; 0.7342857142857143; 0.648989898989899; 0.7642385392385392
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.61458333 0.69791667 0.65625    0.63541667]; 0.6125; 0.66875; 0.64625; 0.7000000000000001; 0.8166666666666667; 0.6499999999999999; 0.6516853932584269; 0.7073170731707317; 0.6100687929956222; 0.7135135135135136; 0.7951807228915663; 0.6638241276795495; 0.6933911159263271; 0.7901234567901234; 0.6444288170026566
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.66666667 0.70833333 0.77083333 0.75      ]; 0.61875; 0.65; 0.72375; 0.7868852459016393; 0.8; 0.7833333333333333; 0.655367231638418; 0.7631578947368421; 0.6256265664160401; 0.6989247311827957; 0.7558139534883721; 0.6414204902576995; 0.7403055229142185; 0.7835820895522388; 0.7234493362334059
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.625      0.59375    0.625      0.58333333]; 0.71875; 0.64375; 0.785; 0.8430493273542601; 0.7833333333333333; 0.8541666666666667; 0.736842105263158; 0.7974683544303798; 0.7197218315361775; 0.6742857142857143; 0.686046511627907; 0.6403205531112507; 0.7828282828282829; 0.7654320987654321; 0.7852476949523362
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; 4; svd_reconstruct; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.65625    0.63829787 0.61702128 0.67021277 0.67021277]; 0.5414012738853503; 0.6242038216560509; 0.6246819338422391; 0.4906832298136646; 0.3347457627118644; 0.6525423728813559; 0.4929577464788732; 0.4666666666666667; 0.5382113821138212; 0.598639455782313; 0.5057471264367817; 0.6385878489326766; 0.5171849427168576; 0.3969849246231156; 0.627616173651764
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.69148936 0.68085106 0.65957447]; 0.6708860759493671; 0.6265822784810127; 0.7784810126582279; 0.8439024390243902; 0.729957805907173; 0.8649789029535865; 0.6867469879518073; 0.7037037037037037; 0.67003367003367; 0.6289308176100629; 0.6410256410256411; 0.6267628205128205; 0.761904761904762; 0.7070707070707071; 0.7786622570886531
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.72916667 0.70833333 0.73958333 0.70833333]; 0.6125; 0.55; 0.775; 0.8949771689497718; 0.8166666666666667; 0.9041666666666667; 0.6436781609195402; 0.6746987951807228; 0.6100766703176341; 0.5714285714285714; 0.5581395348837209; 0.5493400377121308; 0.7692307692307694; 0.7334963325183375; 0.7759553273844885
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; 6; svd_reconstruct; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.64788732 0.61971831 0.63380282 0.67605634 0.71428571]; 0.5720338983050848; 0.5720338983050848; 0.6788135593220339; 0.7074380165289256; 0.6045197740112994; 0.75; 0.4023668639053254; 0.3063063063063063; 0.5571531531531532; 0.47120418848167545; 0.3488372093023256; 0.5949793523147141; 0.6072538860103628; 0.49326599326599324; 0.6800800956091059
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.67361111 0.66666667 0.68309859 0.69014085 0.66197183]; 0.6764705882352942; 0.5798319327731093; 0.7865546218487395; 0.8798751950078003; 0.7899159663865546; 0.8921568627450981; 0.6695278969957081; 0.6610169491525424; 0.6763418079096045; 0.5495495495495496; 0.5126050420168067; 0.5798319327731092; 0.7682481751824818; 0.7087542087542088; 0.7864240842428762
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.70833333 0.73239437 0.6971831  0.76760563]; 0.6050420168067226; 0.6176470588235294; 0.7478991596638656; 0.81421647819063; 0.7058823529411765; 0.838935574229692; 0.6209677419354839; 0.6111111111111112; 0.6046626984126984; 0.6486486486486486; 0.6666666666666666; 0.6145833333333333; 0.733570159857904; 0.6781609195402298; 0.749579599184917
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.72222222 0.66666667 0.69444444 0.72535211]; 0.6150627615062761; 0.6820083682008368; 0.6764214046822743; 0.7076101468624834; 0.7381615598885793; 0.6949860724233983; 0.6461538461538462; 0.7433628318584071; 0.6216814159292036; 0.6984126984126984; 0.7333333333333333; 0.6817927170868348; 0.6931007137192705; 0.7381756756756757; 0.6770348577053875
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.54929577 0.57746479 0.61971831 0.54929577 0.53521127]; 0.6313559322033898; 0.711864406779661; 0.8240270727580372; 0.9193302891933028; 0.8507042253521127; 0.9253521126760563; 0.6133333333333334; 0.5609756097560976; 0.6344701057630046; 0.6666666666666666; 0.6071428571428571; 0.7067972350230415; 0.8084714548802947; 0.7440677966101695; 0.8238920064131929
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64084507 0.5915493  0.61971831 0.63380282 0.66197183]; 0.5677966101694916; 0.6186440677966102; 0.766497461928934; 0.875; 0.828169014084507; 0.8816901408450704; 0.5677966101694915; 0.5583333333333333; 0.5679597701149425; 0.6311475409836066; 0.6260162601626016; 0.6183178645945752; 0.7604166666666666; 0.7324414715719063; 0.7669056672928025
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.61971831 0.61971831 0.65492958 0.62676056 0.62142857]; 0.6567796610169492; 0.5677966101694916; 0.7305084745762712; 0.7684391080617496; 0.632768361581921; 0.809322033898305; 0.6582278481012659; 0.6666666666666666; 0.6568627450980391; 0.5363636363636364; 0.5086206896551724; 0.5668103448275862; 0.6942307692307692; 0.6149914821124361; 0.7299240715789838
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.70138889 0.63380282 0.68309859 0.73943662]; 0.6134453781512605; 0.6092436974789915; 0.738655462184874; 0.8090909090909092; 0.7478991596638656; 0.8235294117647058; 0.6068376068376068; 0.5819672131147541; 0.6142594686263425; 0.6008583690987124; 0.6194690265486725; 0.6097345132743363; 0.7240461401952084; 0.6891891891891891; 0.7384073036246949
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.72916667 0.75352113 0.69014085 0.68309859]; 0.5966386554621849; 0.6092436974789915; 0.746218487394958; 0.8226059654631084; 0.7338935574229691; 0.841736694677871; 0.5596330275229358; 0.5126050420168067; 0.5966386554621849; 0.5829596412556053; 0.5652173913043478; 0.6078119476846942; 0.7198515769944343; 0.6565143824027073; 0.7456194616521049
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.67708333 0.63157895 0.68421053 0.63684211]; 0.6352201257861635; 0.60062893081761; 0.7503144654088051; 0.8135593220338982; 0.7044025157232704; 0.8385744234800838; 0.6305732484076434; 0.6513157894736842; 0.6358988585922637; 0.604361370716511; 0.5843373493975904; 0.6013792010145848; 0.7282683093771389; 0.6691823899371069; 0.7503144654088051
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.65789474 0.62105263 0.63157895 0.64736842]; 0.6170886075949367; 0.6329113924050633; 0.7901390644753477; 0.888888888888889; 0.8; 0.9; 0.6230529595015577; 0.6060606060606061; 0.617599839454144; 0.6; 0.5723684210526315; 0.6306964056482669; 0.7735334242837654; 0.7159090909090909; 0.7902330264672036
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.66145833 0.63684211 0.67368421 0.65263158 0.76315789]; 0.6182965299684543; 0.61198738170347; 0.7484237074401009; 0.8148148148148148; 0.7163865546218487; 0.83718487394958; 0.6032786885245902; 0.5859872611464968; 0.6179936305732484; 0.6045016077170419; 0.5662650602409639; 0.6142583579350515; 0.7253957329662767; 0.6595744680851063; 0.7491010841060856
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65263158 0.72631579 0.63157895 0.64736842 0.66315789]; 0.680379746835443; 0.6613924050632911; 0.6706700379266751; 0.689175769612711; 0.7305263157894737; 0.6705263157894736; 0.7247956403269754; 0.7916666666666666; 0.6728603603603603; 0.6786786786786787; 0.710691823899371; 0.6610783960261186; 0.6947861745752782; 0.7394014962593516; 0.6697007481296757
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.63541667 0.63541667 0.63684211 0.62631579 0.63684211]; 0.720125786163522; 0.6855345911949685; 0.8018867924528302; 0.8615384615384616; 0.8218029350104822; 0.8679245283018868; 0.72782874617737; 0.7168674698795181; 0.7202758402029169; 0.6835443037974684; 0.7012987012987013; 0.6860152043078872; 0.7971667739858339; 0.7766624843161857; 0.8019504098756213
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.61979167 0.59895833 0.609375   0.63541667 0.63684211]; 0.6394984326018809; 0.664576802507837; 0.7907268170426065; 0.8813559322033898; 0.8684759916492694; 0.8830897703549062; 0.6204620462046205; 0.6025641025641025; 0.6387053641654868; 0.6666666666666666; 0.6445783132530121; 0.6654264115284669; 0.7869897959183674; 0.7702871410736579; 0.7908039478953195
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.63541667 0.64210526 0.69473684 0.70526316 0.66842105]; 0.6435331230283912; 0.580441640378549; 0.6538461538461539; 0.637125748502994; 0.5588235294117647; 0.6817226890756303; 0.6195286195286196; 0.5575757575757576; 0.6472089314194578; 0.5667752442996742; 0.5240963855421686; 0.5832402457512167; 0.6184850590687978; 0.5514250309789344; 0.6556868415485172
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; 8; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.59895833 0.69791667 0.63541667 0.69270833 0.65263158]; 0.6300940438871473; 0.64576802507837; 0.7431077694235589; 0.7876631079478054; 0.6931106471816284; 0.8131524008350731; 0.6467065868263472; 0.6352941176470588; 0.629727595736281; 0.6523076923076924; 0.6463414634146342; 0.6457513768686074; 0.7270306258322238; 0.6715867158671587; 0.7444779045491604
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.671875   0.66145833 0.65789474 0.65789474 0.68421053]; 0.6572327044025157; 0.6540880503144654; 0.7723270440251573; 0.8361970217640321; 0.7651991614255765; 0.8501048218029349; 0.6858789625360231; 0.7777777777777778; 0.6616161616161615; 0.6910112359550562; 0.803921568627451; 0.6595365418894831; 0.7703045685279188; 0.7752234993614304; 0.7723701139929828
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.66806723 0.67647059 0.66386555]; 0.6106442577030813; 0.6526610644257703; 0.6593291404612159; 0.6666666666666666; 0.6482412060301508; 0.6758793969849245; 0.6698337292161519; 0.7877094972067039; 0.6101468834348126; 0.7019230769230769; 0.8202247191011236; 0.653129119327098; 0.6746746746746746; 0.7064989517819706; 0.659329140461216
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67083333 0.625      0.69327731 0.68067227 0.63865546]; 0.6666666666666666; 0.6078431372549019; 0.7741090146750524; 0.8339768339768341; 0.7236180904522613; 0.8559463986599666; 0.6826666666666666; 0.6772486772486772; 0.6660052910052909; 0.5930232558139534; 0.6071428571428571; 0.6078042328042328; 0.7544159544159544; 0.6939203354297694; 0.7741090146750524
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68907563 0.66806723 0.64705882 0.64705882 0.64705882]; 0.6183844011142061; 0.6406685236768802; 0.7620545073375262; 0.8226415094339623; 0.7327731092436974; 0.8420168067226891; 0.6140845070422536; 0.615819209039548; 0.6183491649593345; 0.6345609065155807; 0.6153846153846154; 0.6410256410256411; 0.7432126696832579; 0.6886792452830188; 0.7620545073375262
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.63333333 0.66386555 0.68067227 0.62605042 0.65966387]; 0.6396648044692738; 0.6899441340782123; 0.6850104821802935; 0.7181889149102263; 0.7718120805369127; 0.6971476510067115; 0.6614173228346456; 0.6923076923076923; 0.6387674825174825; 0.7161125319693095; 0.7954545454545454; 0.6916833166833166; 0.7072576716999514; 0.7610062893081762; 0.6850104821802935
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.64285714 0.62605042 0.66386555 0.59663866 0.65966387]; 0.6657381615598886; 0.6935933147632312; 0.7940251572327044; 0.8561341571050308; 0.8151260504201681; 0.8630252100840335; 0.7209302325581396; 0.8469945355191257; 0.6621336313959265; 0.7368421052631579; 0.875; 0.6970628415300546; 0.8016153457849571; 0.8322851153039832; 0.7940251572327044
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.625      0.65       0.6625     0.62605042 0.6302521 ]; 0.648876404494382; 0.6264044943820225; 0.7416142557651991; 0.7954743255004352; 0.7642140468227425; 0.8035117056856188; 0.6819338422391857; 0.8023952095808383; 0.6578113614041757; 0.6779661016949152; 0.7407407407407407; 0.6188733643823464; 0.7478260869565219; 0.7662473794549266; 0.7416142557651991
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.62916667 0.57983193 0.63865546 0.65546218 0.68487395]; 0.611731843575419; 0.6508379888268156; 0.6357442348008385; 0.618921308576481; 0.587248322147651; 0.6384228187919463; 0.5501618122977346; 0.46195652173913043; 0.616035732133933; 0.6081504702194357; 0.5574712643678161; 0.6483008495752124; 0.6048891415577032; 0.5576519916142557; 0.6357442348008384
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.69327731 0.58823529 0.62184874 0.70762712]; 0.6055555555555555; 0.6555555555555556; 0.7410901467505241; 0.791970802919708; 0.7306397306397306; 0.8080808080808081; 0.6055555555555555; 0.5797872340425532; 0.6067540821375557; 0.651685393258427; 0.6744186046511628; 0.6563582384957941; 0.727373068432671; 0.6907756813417191; 0.741090146750524
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6875     0.65416667 0.725      0.68907563 0.71848739]; 0.5842696629213483; 0.5926966292134831; 0.7332285115303984; 0.8054054054054054; 0.7474916387959866; 0.8193979933110367; 0.5934065934065934; 0.6; 0.5840909090909091; 0.6070460704607046; 0.6363636363636364; 0.5931818181818183; 0.7238198589256648; 0.69916142557652; 0.7332285115303984
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.65972222 0.67013889 0.61805556 0.69444444 0.65384615]; 0.625531914893617; 0.6425531914893617; 0.7788259958071279; 0.8003194888178914; 0.6968011126564673; 0.8261474269819193; 0.6716417910447761; 0.7563025210084033; 0.6238409156766155; 0.6557377049180328; 0.6896551724137931; 0.6431469139379891; 0.7607709750566893; 0.7033542976939203; 0.778825995807128
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.58391608 0.6958042  0.65384615 0.65492958]; 0.6291666666666667; 0.6791666666666667; 0.7819706498951782; 0.808868501529052; 0.7408963585434174; 0.8249299719887955; 0.6666666666666667; 0.7416666666666667; 0.6291666666666667; 0.6932270916334662; 0.725; 0.6791666666666667; 0.7721796276013143; 0.7389937106918238; 0.7819706498951782
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.61538462 0.63286713 0.6048951  0.62587413 0.67957746]; 0.6958333333333333; 0.6625; 0.810796645702306; 0.8368794326241135; 0.7436974789915967; 0.8550420168067228; 0.6635944700460831; 0.6101694915254238; 0.6944290080577938; 0.6610878661087866; 0.6475409836065574; 0.6627535426507363; 0.7907246376811595; 0.7148846960167715; 0.810796645702306
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63986014 0.63986014 0.67832168 0.64335664 0.68309859]; 0.6791666666666667; 0.6541666666666667; 0.659853249475891; 0.6763732627399074; 0.7156862745098039; 0.657563025210084; 0.7158671586715867; 0.8016528925619835; 0.6781373706507396; 0.6745098039215686; 0.7226890756302521; 0.6547329675671922; 0.6813942071674031; 0.7274633123689728; 0.6598532494758911
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.66666667 0.67482517 0.63636364 0.61188811]; 0.6877637130801688; 0.7046413502109705; 0.8034591194968553; 0.8369795342272407; 0.8270571827057183; 0.8389121338912133; 0.725925925925926; 0.8596491228070176; 0.6940522036799315; 0.7388059701492538; 0.8048780487804879; 0.7006846384253318; 0.8081841432225064; 0.8280922431865828; 0.8034591194968553
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.64335664 0.67482517 0.60839161 0.62323944]; 0.6583333333333333; 0.6; 0.8149895178197065; 0.8716067498165812; 0.8319327731092437; 0.877450980392157; 0.672; 0.711864406779661; 0.6592108919144206; 0.6065573770491803; 0.6065573770491803; 0.5998888580161156; 0.8099084544964998; 0.7882599580712788; 0.8149895178197064
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.61538462 0.63286713 0.63636364 0.67832168 0.63732394]; 0.6333333333333333; 0.6416666666666667; 0.7568134171907757; 0.7634584013050572; 0.6554621848739496; 0.7969187675070027; 0.5217391304347826; 0.39669421487603307; 0.6353218973539829; 0.5567010309278351; 0.453781512605042; 0.6401138967983888; 0.71072319201995; 0.5974842767295597; 0.7568134171907758
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.68055556 0.62587413 0.66783217 0.63286713 0.68181818]; 0.5672268907563025; 0.6386554621848739; 0.7756813417190775; 0.8254200146092038; 0.7891061452513967; 0.833100558659218; 0.4875621890547263; 0.392; 0.5765309734513273; 0.5825242718446603; 0.5309734513274337; 0.6334867256637168; 0.759009009009009; 0.7064989517819706; 0.7756813417190774
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62237762 0.60839161 0.65734266 0.61888112 0.6013986 ]; 0.6527196652719666; 0.6443514644351465; 0.7866876310272537; 0.8142968142968143; 0.7328671328671329; 0.8328671328671329; 0.6311111111111112; 0.5916666666666667; 0.6529761904761906; 0.6118721461187214; 0.5630252100840336; 0.6440126050420167; 0.7648757943385326; 0.6939203354297694; 0.7866876310272536
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; 4; svd_reconstruct; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.58510638 0.67021277 0.57446809 0.65957447 0.62765957]; 0.5769230769230769; 0.5897435897435898; 0.6253196930946292; 0.47588424437299043; 0.3148936170212766; 0.6531914893617021; 0.46774193548387094; 0.3625; 0.5825657894736842; 0.41818181818181815; 0.3194444444444444; 0.5704365079365079; 0.4623853211009175; 0.32558139534883723; 0.6222843685604946
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.57291667 0.66666667 0.57291667 0.5625    ]; 0.5625; 0.5875; 0.60875; 0.42345276872964166; 0.2708333333333333; 0.63125; 0.43548387096774194; 0.3333333333333333; 0.5654008438818565; 0.5217391304347826; 0.42857142857142855; 0.5958646616541353; 0.4499121265377856; 0.3160493827160494; 0.6124550711048601
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.69791667 0.625      0.64583333 0.57446809 0.55319149]; 0.6265822784810127; 0.5443037974683544; 0.7449494949494949; 0.8272506082725061; 0.7142857142857143; 0.850840336134454; 0.593103448275862; 0.5180722891566265; 0.6323694779116465; 0.5384615384615383; 0.4883720930232558; 0.5497416020671835; 0.7162921348314607; 0.6265356265356266; 0.7483327483327483
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.63541667 0.55208333 0.64583333 0.58510638 0.56382979]; 0.4936708860759494; 0.4810126582278481; 0.5909090909090909; 0.6161137440758293; 0.5462184873949579; 0.6596638655462185; 0.5; 0.4878048780487805; 0.49390243902439024; 0.4605263157894737; 0.4166666666666667; 0.4853603603603604; 0.5585831062670299; 0.5074257425742574; 0.5926303970603246
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.625      0.63541667 0.58333333 0.60416667]; 0.48125; 0.6; 0.76625; 0.9166666666666666; 0.9166666666666666; 0.9166666666666665; 0.44295302013422816; 0.4177215189873418; 0.4804656977652758; 0.5844155844155844; 0.5921052631578947; 0.599624060150376; 0.7611749680715199; 0.7544303797468355; 0.7661040787623066
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.42708333 0.625      0.70833333 0.5        0.44791667]; 0.63125; 0.6; 0.7875; 0.9072978303747535; 0.9583333333333334; 0.9020833333333333; 0.6703910614525139; 0.6818181818181818; 0.6256313131313131; 0.6235294117647058; 0.6385542168674698; 0.5984978876545142; 0.8014018691588786; 0.8345498783454988; 0.786169540715166
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.63541667 0.57291667 0.6875     0.5625    ]; 0.5375; 0.5875; 0.60875; 0.47734138972809664; 0.32916666666666666; 0.6395833333333333; 0.3728813559322034; 0.25287356321839083; 0.564792945992757; 0.33999999999999997; 0.21518987341772153; 0.5829035786841694; 0.42987249544626593; 0.29064039408866993; 0.6135943087194619
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.57291667 0.64583333 0.57291667 0.55208333]; 0.55625; 0.61875; 0.6475; 0.5454545454545454; 0.375; 0.6875; 0.40336134453781514; 0.3076923076923077; 0.550187617260788; 0.5040650406504065; 0.40789473684210525; 0.6087092731829574; 0.506993006993007; 0.3680203045685279; 0.643369758195594
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.64583333 0.77659574 0.59574468 0.68085106 0.72340426]; 0.5796178343949044; 0.5732484076433121; 0.7519083969465649; 0.8509615384615383; 0.75; 0.8686440677966102; 0.49230769230769234; 0.4383561643835616; 0.570368558382257; 0.524822695035461; 0.4805194805194805; 0.5715097402597402; 0.7161572052401747; 0.6373056994818653; 0.7499028497409327
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; 6; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.57638889 0.5915493  0.65492958 0.64084507 0.54929577]; 0.5527426160337553; 0.5907172995780591; 0.6610455311973018; 0.6165703275529866; 0.449438202247191; 0.7205056179775281; 0.4421052631578948; 0.3333333333333333; 0.5675675675675675; 0.43274853801169594; 0.31896551724137934; 0.5851025933314336; 0.5431818181818181; 0.3996655518394649; 0.6632681500693923
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.55555556 0.625      0.59027778 0.63380282 0.65492958]; 0.6260504201680672; 0.5966386554621849; 0.662751677852349; 0.5719921104536488; 0.40502793296089384; 0.6969273743016761; 0.5240641711229946; 0.4224137931034483; 0.6210429621254947; 0.49473684210526325; 0.41228070175438597; 0.5892048670062252; 0.5452488687782805; 0.4098639455782313; 0.6594021714646123
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.58450704 0.66197183 0.68309859 0.55633803 0.67605634]; 0.5423728813559322; 0.5550847457627118; 0.7360406091370558; 0.8390243902439026; 0.7267605633802817; 0.8605633802816901; 0.5384615384615384; 0.5294117647058824; 0.5424836601307189; 0.5248868778280543; 0.5523809523809524; 0.5548164303889495; 0.7084112149532712; 0.6545768566493955; 0.7344194399333211
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.59027778 0.56944444 0.63380282 0.54225352 0.65492958]; 0.5588235294117647; 0.49159663865546216; 0.6134453781512605; 0.6929133858267718; 0.7394957983193278; 0.6722689075630254; 0.6366782006920416; 0.7244094488188977; 0.5468894090941335; 0.5783972125435539; 0.7345132743362832; 0.5032566371681416; 0.656203288490284; 0.7353433835845896; 0.6130342550300689
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.67361111 0.61111111 0.56944444 0.6875    ]; 0.5375; 0.5541666666666667; 0.7358333333333333; 0.863448275862069; 0.8694444444444445; 0.8625000000000002; 0.5647058823529412; 0.5950413223140496; 0.5370164594763525; 0.5114155251141552; 0.5283018867924528; 0.5514643762320472; 0.7356130108423686; 0.7512776831345827; 0.7361608644057906
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.64583333 0.58333333 0.71830986 0.54929577]; 0.5588235294117647; 0.542016806722689; 0.7399328859060402; 0.8684931506849315; 0.8854748603351955; 0.8659217877094971; 0.5977011494252873; 0.6782608695652174; 0.5627076705549665; 0.5622489959839357; 0.5982905982905983; 0.5429469520378611; 0.75; 0.788135593220339; 0.7404133115603355
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; 6; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.55633803 0.59859155 0.56338028 0.5915493  0.57042254]; 0.6059322033898306; 0.4872881355932203; 0.6362098138747885; 0.564516129032258; 0.39436619718309857; 0.6957746478873239; 0.3586206896551724; 0.23636363636363636; 0.5824675324675325; 0.3163841807909605; 0.208955223880597; 0.5309482001755926; 0.47432762836185816; 0.32387312186978295; 0.6404957376072757
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; 6; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57746479 0.61267606 0.54225352 0.5915493  0.61971831]; 0.5889830508474576; 0.6059322033898306; 0.6175972927241963; 0.4329004329004329; 0.28169014084507044; 0.6309859154929578; 0.49214659685863876; 0.4051724137931034; 0.585919540229885; 0.541871921182266; 0.45081967213114754; 0.6113747483462755; 0.47196261682242996; 0.3406408094435076; 0.6185377222090204
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.64583333 0.6971831  0.65492958 0.68309859]; 0.6176470588235294; 0.5294117647058824; 0.7504201680672269; 0.8488745980707396; 0.7394957983193278; 0.8683473389355743; 0.5333333333333333; 0.47706422018348627; 0.6067491643553091; 0.46153846153846156; 0.4067796610169492; 0.5283898305084747; 0.7102439024390244; 0.6232876712328768; 0.7481124824811248
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; 8; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.609375   0.58333333 0.63541667 0.59895833 0.625     ]; 0.540625; 0.559375; 0.63875; 0.5710059171597633; 0.40208333333333335; 0.6979166666666666; 0.3408071748878924; 0.2375; 0.540625; 0.37333333333333335; 0.2692307692307692; 0.5522983114446528; 0.48576512455516024; 0.34296482412060303; 0.637278431960799
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.66315789 0.61578947 0.64210526 0.55789474 0.61170213]; 0.5981012658227848; 0.5411392405063291; 0.649367088607595; 0.5840707964601769; 0.4177215189873418; 0.7025316455696203; 0.44541484716157204; 0.34459459459459457; 0.583011583011583; 0.39834024896265563; 0.31788079470198677; 0.5316676700782661; 0.5174216027874565; 0.38421733505821476; 0.643781529982639
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.61458333 0.64736842 0.60526316 0.63157895]; 0.5786163522012578; 0.5377358490566038; 0.730188679245283; 0.821256038647343; 0.7127882599580713; 0.8448637316561846; 0.49242424242424243; 0.40625; 0.5797072784810127; 0.480565371024735; 0.425; 0.5384493670886076; 0.688; 0.5934755332496863; 0.7305334791090803
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.625      0.65625    0.55263158 0.66842105]; 0.5660377358490566; 0.5345911949685535; 0.5986180904522613; 0.6357069143446852; 0.6443514644351465; 0.6307531380753139; 0.5941176470588235; 0.6158536585365854; 0.5644203357617992; 0.5403726708074535; 0.5370370370370371; 0.5345441595441596; 0.6082158185162477; 0.6169154228855721; 0.5984323307321261
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.62631579 0.61052632 0.65263158 0.64736842]; 0.5822784810126582; 0.5886075949367089; 0.7673830594184576; 0.8924949290060852; 0.9263157894736842; 0.8884210526315789; 0.5950920245398773; 0.60625; 0.5819711538461538; 0.5833333333333334; 0.610738255033557; 0.5898002652413293; 0.7733990147783251; 0.8010204081632653; 0.7676781238811313
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58854167 0.55729167 0.58333333 0.57894737 0.59473684]; 0.6415094339622641; 0.49056603773584906; 0.7707286432160804; 0.9103726082578046; 0.9456066945606695; 0.9069037656903766; 0.6797752808988765; 0.7034883720930233; 0.6359907613889774; 0.509090909090909; 0.5454545454545454; 0.4922394678492239; 0.782608695652174; 0.8171641791044776; 0.770257216455792
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.59375    0.53645833 0.60526316 0.57368421 0.58421053]; 0.5220125786163522; 0.559748427672956; 0.6069182389937107; 0.4672; 0.3060796645702306; 0.6509433962264152; 0.36666666666666664; 0.27848101265822783; 0.5204905063291139; 0.4166666666666667; 0.31645569620253167; 0.5582278481012659; 0.4343891402714932; 0.3026481715006305; 0.606154700555836
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.5625     0.58333333 0.62631579 0.57894737]; 0.5880503144654088; 0.5660377358490566; 0.6275125628140703; 0.5; 0.3389121338912134; 0.6610878661087866; 0.5019011406844107; 0.43137254901960786; 0.5823529411764706; 0.5140845070422535; 0.42441860465116277; 0.5786476584899649; 0.503765690376569; 0.37484433374844334; 0.629754232780432
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.671875   0.66145833 0.640625   0.64583333 0.63541667]; 0.51875; 0.615625; 0.74375; 0.8414779499404053; 0.7354166666666667; 0.8614583333333333; 0.45; 0.39622641509433965; 0.5179889839446854; 0.5461254612546126; 0.49333333333333335; 0.6084313725490196; 0.7050359712230216; 0.6210392902408112; 0.7420856130612195
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59663866 0.53361345 0.54201681 0.59243697 0.59243697]; 0.6100278551532033; 0.6072423398328691; 0.6367924528301887; 0.4744897959183674; 0.3126050420168067; 0.653781512605042; 0.5424836601307189; 0.46629213483146065; 0.608836675150537; 0.5523809523809524; 0.48066298342541436; 0.6083090198025948; 0.5067615658362989; 0.3731656184486373; 0.6367924528301887
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; 10; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67083333 0.57142857 0.57983193 0.63865546 0.62605042]; 0.5642458100558659; 0.5446927374301676; 0.6530398322851153; 0.6025492468134415; 0.436241610738255; 0.712248322147651; 0.4306569343065693; 0.35119047619047616; 0.5519110275689223; 0.46905537459283386; 0.37894736842105264; 0.555545112781955; 0.5415512465373961; 0.40985324947589097; 0.6530398322851153
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.59663866 0.61344538 0.6092437  0.59243697 0.63135593]; 0.5944444444444444; 0.5722222222222222; 0.7426624737945493; 0.8136585365853658; 0.702020202020202; 0.8392255892255892; 0.5944444444444444; 0.5752688172043011; 0.5951056729699666; 0.5443786982248521; 0.5287356321839081; 0.5708194289951799; 0.7150319210679049; 0.6457023060796646; 0.7426624737945493
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.64285714 0.6092437  0.58403361 0.55932203]; 0.5361111111111111; 0.5027777777777778; 0.5780922431865828; 0.5977212971078002; 0.5740740740740741; 0.6136363636363636; 0.48615384615384616; 0.42702702702702705; 0.5392277992277993; 0.4656716417910447; 0.44571428571428573; 0.5012355212355212; 0.5530260966129928; 0.5220125786163522; 0.5780922431865828
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.57563025 0.64285714 0.59663866 0.59243697 0.58403361]; 0.5905292479108635; 0.5598885793871866; 0.7835429769392034; 0.9144215530903328; 0.9697478991596639; 0.9092436974789916; 0.6259541984732824; 0.6577540106951871; 0.5875979355801517; 0.565934065934066; 0.5988372093023255; 0.5614506902126601; 0.7954432887568101; 0.8417190775681341; 0.7835429769392033
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6375     0.5875     0.55833333 0.58823529 0.61344538]; 0.5617977528089888; 0.5084269662921348; 0.7725366876310272; 0.917135961383749; 0.9531772575250836; 0.9138795986622074; 0.6080402010050252; 0.6368421052631579; 0.5563728598604947; 0.5333333333333333; 0.6024096385542169; 0.5143627140139506; 0.7847222222222222; 0.8291404612159329; 0.7725366876310272
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.575      0.58403361 0.63865546 0.56302521 0.59243697]; 0.5642458100558659; 0.5335195530726257; 0.6325995807127882; 0.5390243902439025; 0.37080536912751677; 0.6828859060402686; 0.39062500000000006; 0.2777777777777778; 0.5658551810237202; 0.3399209486166008; 0.24157303370786518; 0.5318976279650437; 0.47253574115876606; 0.32914046121593293; 0.6325995807127883
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; 10; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.59166667 0.62083333 0.59583333 0.60833333 0.62083333]; 0.6016949152542372; 0.576271186440678; 0.6436058700209644; 0.5460910151691949; 0.39; 0.6758333333333334; 0.5052631578947369; 0.4235294117647059; 0.5949168797953964; 0.471830985915493; 0.3641304347826087; 0.5850063938618927; 0.523141654978962; 0.3909853249475891; 0.6436058700209644
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.65833333 0.65416667 0.57916667 0.64166667 0.61666667]; 0.5451977401129944; 0.5677966101694916; 0.7421383647798742; 0.8278529980657641; 0.7133333333333334; 0.8516666666666667; 0.4921135646687697; 0.43333333333333335; 0.5471264367816092; 0.5321100917431193; 0.5; 0.5666666666666667; 0.7067938021454111; 0.6215932914046122; 0.7421383647798743
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59440559 0.58041958 0.54195804 0.6048951  0.58098592]; 0.6125; 0.6083333333333333; 0.6388888888888888; 0.4636752136752136; 0.30392156862745096; 0.6484593837535014; 0.6008583690987124; 0.5982905982905983; 0.6121534292266; 0.6083333333333334; 0.5934959349593496; 0.6087137794454868; 0.511000709723208; 0.37735849056603776; 0.6388888888888888
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.61111111 0.61111111 0.54166667 0.55208333 0.60839161]; 0.625531914893617; 0.6; 0.6671907756813418; 0.5474525474525475; 0.3810848400556328; 0.6849791376912379; 0.5849056603773585; 0.5254237288135594; 0.6259597276546429; 0.5523809523809524; 0.49572649572649574; 0.5995581631174851; 0.5537596626844693; 0.4129979035639413; 0.6671907756813418
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.61188811 0.63986014 0.64685315 0.61971831]; 0.5416666666666666; 0.5833333333333334; 0.7762054507337526; 0.8245755860953922; 0.7142857142857143; 0.8480392156862746; 0.5416666666666666; 0.5284552845528455; 0.5420054200542005; 0.5454545454545454; 0.5128205128205128; 0.5816135084427767; 0.7483794932233353; 0.6656184486373166; 0.7762054507337526
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.57692308 0.61888112 0.56643357 0.62237762 0.61971831]; 0.5208333333333334; 0.575; 0.6320754716981132; 0.6518305814788228; 0.6358543417366946; 0.6603641456582633; 0.5306122448979592; 0.5371900826446281; 0.5206958816584485; 0.5952380952380953; 0.6302521008403361; 0.5754566289325648; 0.6285714285714284; 0.6226415094339622; 0.6320754716981133
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.58041958 0.56993007 0.59090909 0.5915493 ]; 0.5833333333333334; 0.5625; 0.8207547169811321; 0.9094514210178455; 0.9635854341736695; 0.90406162464986; 0.609375; 0.65; 0.5833333333333333; 0.5374449339207048; 0.5083333333333333; 0.5625; 0.8286573146292585; 0.8668763102725366; 0.8207547169811321
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.58333333 0.52777778 0.53819444 0.59722222 0.59090909]; 0.548936170212766; 0.5574468085106383; 0.7908805031446541; 0.8684759916492693; 0.8678720445062587; 0.8685674547983309; 0.4536082474226804; 0.3826086956521739; 0.5454710144927536; 0.5517241379310344; 0.5333333333333333; 0.5579710144927535; 0.7858293075684379; 0.7672955974842768; 0.7908805031446542
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54861111 0.5625     0.54545455 0.58741259 0.6013986 ]; 0.5358649789029536; 0.6033755274261603; 0.6383647798742138; 0.4905660377358491; 0.3263598326359833; 0.6610878661087867; 0.367816091954023; 0.256; 0.5521071428571429; 0.4197530864197531; 0.30357142857142855; 0.5877857142857144; 0.46511627906976744; 0.31446540880503143; 0.6383647798742138
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.61888112 0.58391608 0.58041958 0.5979021  0.63380282]; 0.5541666666666667; 0.5708333333333333; 0.6787211740041929; 0.6068292682926829; 0.43557422969187676; 0.7177871148459384; 0.3742690058479532; 0.26666666666666666; 0.5541666666666666; 0.3905325443786982; 0.275; 0.5708333333333333; 0.550915750915751; 0.3941299790356394; 0.6787211740041929
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62587413 0.65034965 0.62587413 0.59440559 0.64788732]; 0.5416666666666666; 0.5708333333333333; 0.7830188679245284; 0.838813151563753; 0.7324929971988795; 0.8592436974789918; 0.4444444444444444; 0.38596491228070173; 0.5342522974101921; 0.5164319248826291; 0.4365079365079365; 0.5779030910609858; 0.750301568154403; 0.6519916142557652; 0.7830188679245282
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.5625     0.51041667 0.52083333 0.44791667]; 0.55625; 0.55; 0.56875; 0.6070038910505837; 0.65; 0.5791666666666666; 0.5942857142857143; 0.6842105263157895; 0.5623433583959899; 0.5813953488372093; 0.6097560975609756; 0.5484677923702315; 0.5993031358885017; 0.6482412060301508; 0.569145478636966
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.71875    0.67708333 0.66666667 0.72916667]; 0.5; 0.4875; 0.7975; 1.0; 1.0; 1.0; 0.5; 0.49382716049382713; 0.5000781372089389; 0.49382716049382713; 0.5128205128205128; 0.4881175734834271; 0.7980049875311722; 0.8020050125313283; 0.7975112344452153
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.64583333 0.66666667 0.67708333 0.71875   ]; 0.5375; 0.5375; 0.80875; 0.989561586638831; 0.9875; 0.9895833333333334; 0.54320987654321; 0.676923076923077; 0.5595141700404859; 0.6224489795918368; 0.6853932584269663; 0.5187529672416522; 0.8172043010752688; 0.868020304568528; 0.809625915831062
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.84375    0.85416667 0.80208333 0.78723404]; 0.4779874213836478; 0.5094339622641509; 0.7977386934673367; 1.0; 1.0; 1.0; 0.5561497326203209; 0.6753246753246753; 0.48400380107697183; 0.5851063829787234; 0.6547619047619048; 0.5007142857142857; 0.8112543962485346; 0.865; 0.7973989898989898
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.79166667 0.78125    0.82291667 0.83333333]; 0.5625; 0.5875; 0.83; 1.0; 1.0; 1.0; 0.6153846153846154; 0.691358024691358; 0.5608688857634004; 0.6373626373626373; 0.7435897435897436; 0.591307066916823; 0.8388625592417062; 0.8872180451127819; 0.8301426883918024
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.75       0.71875    0.76041667 0.6875    ]; 0.6125; 0.49375; 0.81875; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.5753424657534246; 0.5060240963855421; 0.6166484118291348; 0.40875912408759124; 0.358974358974359; 0.4904627892432771; 0.8094612352168199; 0.7680798004987531; 0.8188769929812062
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.74468085 0.77659574 0.70212766]; 0.5063291139240507; 0.4873417721518987; 0.6759493670886076; 0.8016359918200409; 0.8270042194092827; 0.7953586497890296; 0.5301204819277109; 0.5866666666666667; 0.5102008032128513; 0.5030674846625767; 0.5540540540540541; 0.4913127413127413; 0.687041564792176; 0.727979274611399; 0.6771084491868876
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.70833333 0.69148936 0.81914894 0.84042553]; 0.5253164556962026; 0.5126582278481012; 0.7911392405063291; 0.9722814498933903; 0.9620253164556962; 0.9725738396624473; 0.5341614906832299; 0.5733333333333334; 0.5276305220883534; 0.5389221556886228; 0.5357142857142857; 0.511100386100386; 0.7929736511919698; 0.797979797979798; 0.7911218786853303
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.69791667 0.72916667 0.73958333 0.67708333]; 0.5875; 0.53125; 0.815; 0.9853249475890985; 0.9791666666666666; 0.9854166666666666; 0.5925925925925926; 0.5925925925925926; 0.5874355368026254; 0.6073298429319371; 0.6041666666666666; 0.5130208333333333; 0.8216867469879519; 0.8177458033573142; 0.8148781236107719
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.55555556 0.55555556 0.52777778 0.50694444 0.50694444]; 0.5125; 0.4708333333333333; 0.5466666666666666; 0.5626822157434402; 0.5361111111111111; 0.5833333333333333; 0.502127659574468; 0.5042735042735043; 0.5122993537627684; 0.4980237154150198; 0.49606299212598426; 0.4692704341160895; 0.536626916524702; 0.5215231788079471; 0.5468354149073292
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.77083333 0.79166667 0.75694444 0.80555556 0.77083333]; 0.5125; 0.4708333333333333; 0.7966666666666666; 1.0; 1.0; 1.0; 0.6006825938566552; 0.7586206896551724; 0.5204393770856507; 0.5752508361204014; 0.7962962962962963; 0.5004208754208754; 0.8140243902439025; 0.9143835616438356; 0.7997242483543854
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.71527778 0.72535211 0.65492958 0.79577465]; 0.5084033613445378; 0.5210084033613446; 0.7974789915966387; 0.9859943977591037; 0.9859943977591037; 0.9859943977591037; 0.5375494071146245; 0.6071428571428571; 0.5138888888888888; 0.5746268656716419; 0.6311475409836066; 0.5181599773883551; 0.8048582995951417; 0.8409475465313029; 0.7977692657531305
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.79577465 0.81690141 0.8028169  0.82394366 0.85915493]; 0.5466101694915254; 0.5677966101694916; 0.8121827411167513; 0.9814550641940086; 0.9690140845070423; 0.9816901408450704; 0.6164874551971327; 0.7288135593220338; 0.5466101694915254; 0.6482758620689655; 0.7899159663865546; 0.5658981541334482; 0.8251968503937008; 0.8851351351351351; 0.8120590929912964
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.78873239 0.81690141 0.8028169  0.75352113 0.76056338]; 0.4788135593220339; 0.5466101694915254; 0.8028764805414551; 0.9957567185289957; 0.9915492957746479; 0.995774647887324; 0.5527272727272727; 0.6608695652173913; 0.4833273445921667; 0.6080586080586081; 0.6535433070866141; 0.5377808278552336; 0.8143426294820717; 0.8559463986599665; 0.8023321736889576
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.83333333 0.81944444 0.76388889 0.83802817 0.76760563]; 0.4831932773109244; 0.4411764705882353; 0.785234899328859; 1.0; 1.0; 1.0; 0.5020242914979757; 0.543859649122807; 0.48563950198075834; 0.4864864864864865; 0.5338983050847458; 0.4419491525423729; 0.79050736497545; 0.8186440677966101; 0.7855678810743848
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.65972222 0.68309859 0.66197183 0.68309859]; 0.5798319327731093; 0.5084033613445378; 0.6605042016806723; 0.746955345060893; 0.773109243697479; 0.738095238095238; 0.6153846153846153; 0.7272727272727273; 0.5901988636363636; 0.5411764705882354; 0.5476190476190477; 0.5059523809523809; 0.6778309409888357; 0.7166947723440135; 0.6606924447984724
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.70833333 0.75       0.75       0.78472222 0.72535211]; 0.46443514644351463; 0.502092050209205; 0.7867892976588629; 0.988795518207283; 0.9832869080779945; 0.988857938718663; 0.4434782608695652; 0.38636363636363635; 0.47355564995751914; 0.4195121951219512; 0.40186915887850466; 0.49260124610591893; 0.7780678851174935; 0.7474916387959866; 0.7867892976588629
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.76760563 0.73239437 0.76056338 0.74647887 0.70422535]; 0.5127118644067796; 0.4872881355932203; 0.7834179357021996; 0.9716713881019831; 0.9661971830985916; 0.971830985915493; 0.5964912280701754; 0.6967213114754098; 0.5062553925798101; 0.5841924398625429; 0.7142857142857143; 0.48534798534798534; 0.8003120124804992; 0.860738255033557; 0.782758206015072
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.48958333 0.5625     0.54166667 0.46875    0.52083333]; 0.528125; 0.503125; 0.525625; 0.6145922746781115; 0.7458333333333333; 0.5322916666666666; 0.6480186480186481; 0.8742138364779874; 0.5302746201023477; 0.6054590570719603; 0.8079470198675497; 0.5193581253183902; 0.6199298948422634; 0.7835443037974683; 0.5288091889357712
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.72916667 0.73684211 0.74736842 0.70526316]; 0.5094339622641509; 0.5031446540880503; 0.8025157232704403; 1.0; 1.0; 1.0; 0.5760869565217391; 0.6794871794871795; 0.5125830959164293; 0.5863874345549738; 0.691358024691358; 0.49952516619183285; 0.8157276995305164; 0.8742138364779874; 0.8025157232704403
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.68229167 0.734375   0.71354167 0.703125   0.71875   ]; 0.521875; 0.53125; 0.801875; 0.9853862212943633; 0.9833333333333333; 0.9854166666666667; 0.5690140845070423; 0.6234567901234568; 0.5205891545553993; 0.5901639344262295; 0.6625766871165644; 0.5287405728576453; 0.8111971411554497; 0.8459627329192546; 0.8015977186608853
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.796875   0.75520833 0.83333333 0.81578947 0.80526316]; 0.5220125786163522; 0.5345911949685535; 0.7964824120603015; 0.9744680851063829; 0.9581589958158996; 0.9748953974895398; 0.5581395348837209; 0.6274509803921569; 0.5258467023172906; 0.5542168674698795; 0.6013071895424836; 0.5370172311348782; 0.7995049504950495; 0.8239795918367347; 0.7968907860173773
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.77604167 0.76041667 0.80729167 0.78125    0.78421053]; 0.5078369905956113; 0.4890282131661442; 0.7963659147869674; 0.9947643979057591; 0.9916492693110647; 0.9947807933194155; 0.5922077922077922; 0.6551724137931034; 0.49310344827586206; 0.5382436260623229; 0.6089743589743589; 0.49160374390435735; 0.8080330773774366; 0.8454882571075402; 0.7956793255042148
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.80729167 0.77604167 0.77083333 0.828125   0.75520833]; 0.546875; 0.484375; 0.8025; 0.9937238493723849; 0.9895833333333334; 0.99375; 0.5337620578778136; 0.532051282051282; 0.5465134459036898; 0.44816053511705684; 0.42948717948717946; 0.48303627267041904; 0.7982120051085568; 0.7891414141414141; 0.8023677367736773
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.70833333 0.70833333 0.68229167 0.68229167 0.72631579]; 0.5015673981191222; 0.5266457680250783; 0.6691729323308271; 0.7879377431906615; 0.8455114822546973; 0.7724425887265135; 0.5954198473282444; 0.7452229299363057; 0.5053275143508689; 0.6118251928020565; 0.7212121212121212; 0.5196969696969698; 0.7082872928176795; 0.8002496878901373; 0.6686783030645655
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.765625   0.74479167 0.765625   0.71354167 0.76315789]; 0.5517241379310345; 0.49216300940438873; 0.8013784461152882; 0.9873684210526316; 0.9791231732776617; 0.9874739039665971; 0.5971830985915493; 0.6973684210526315; 0.558265048849669; 0.5691489361702128; 0.6484848484848484; 0.48658008658008656; 0.8114217727543129; 0.8567839195979899; 0.8015169597989951
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.73958333 0.73157895 0.72105263 0.75263158]; 0.4748427672955975; 0.5251572327044025; 0.7773584905660378; 0.961864406779661; 0.9517819706498952; 0.9622641509433961; 0.5399449035812671; 0.6125; 0.4739715189873418; 0.5885558583106267; 0.6428571428571429; 0.518095238095238; 0.7885304659498208; 0.8198757763975155; 0.7768168690904775
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; 10; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.49583333 0.5        0.49579832 0.45378151 0.50840336]; 0.5446927374301676; 0.48044692737430167; 0.5131027253668763; 0.648910411622276; 0.8993288590604027; 0.5134228187919464; 0.6772277227722772; 0.9047619047619048; 0.5233868695407157; 0.6042553191489362; 0.8402366863905325; 0.4994834225603456; 0.6463646745336885; 0.889937106918239; 0.5131027253668763
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.74166667 0.74166667 0.71666667 0.73333333 0.70588235]; 0.49014084507042255; 0.5577464788732395; 0.8228511530398323; 1.0; 1.0; 1.0; 0.5224274406332454; 0.5963855421686747; 0.49660546949703577; 0.6123456790123456; 0.656084656084656; 0.5509338943073883; 0.8294651866801211; 0.8616352201257862; 0.8228511530398324
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.75       0.70833333 0.65416667 0.72916667 0.68067227]; 0.5014084507042254; 0.5211267605633803; 0.809748427672956; 0.986644407345576; 0.986644407345576; 0.986644407345576; 0.547314578005115; 0.6114285714285714; 0.5029365079365079; 0.5502645502645503; 0.5777777777777777; 0.5203174603174603; 0.8154550076258261; 0.8406708595387841; 0.8097484276729559
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8375     0.79166667 0.79831933 0.76890756 0.82773109]; 0.5126050420168067; 0.48739495798319327; 0.8118448637316562; 0.9983221476510068; 0.9966499162479062; 0.998324958123953; 0.5650000000000001; 0.6312849162011173; 0.5122716715837047; 0.5503685503685504; 0.6292134831460674; 0.4877910991149331; 0.8204102051025514; 0.859538784067086; 0.8118448637316562
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.775      0.79831933 0.7605042  0.77310924]; 0.49019607843137253; 0.5406162464985994; 0.8170859538784067; 0.9974811083123425; 0.9949748743718593; 0.9974874371859297; 0.6094420600858369; 0.8022598870056498; 0.49279661016949156; 0.6480686695278971; 0.8388888888888889; 0.5380885122410546; 0.8356099858690533; 0.929769392033543; 0.8170859538784068
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.80833333 0.81666667 0.77310924 0.77731092 0.77310924]; 0.5126050420168067; 0.49859943977591037; 0.8139412997903563; 0.9983221476510068; 0.9966499162479062; 0.998324958123953; 0.5797101449275363; 0.6779661016949152; 0.5139830508474575; 0.5601965601965603; 0.6333333333333333; 0.49745762711864405; 0.8236462990561352; 0.8689727463312369; 0.8139412997903563
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66386555 0.66386555 0.67647059 0.69747899 0.62711864]; 0.5222222222222223; 0.5138888888888888; 0.6535639412997903; 0.748397435897436; 0.7861952861952862; 0.7356902356902356; 0.5425531914893618; 0.5573770491803278; 0.5216263776975085; 0.5333333333333333; 0.5649717514124294; 0.5147263128646846; 0.6693346673336668; 0.7012578616352201; 0.6535639412997903
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69166667 0.74583333 0.71428571 0.76890756 0.74789916]; 0.5378151260504201; 0.5434173669467787; 0.8170859538784067; 0.9822784810126581; 0.9748743718592965; 0.9824120603015075; 0.5429362880886427; 0.547486033519553; 0.5377879605800012; 0.5653333333333334; 0.5955056179775281; 0.5435628648546859; 0.8183237896928682; 0.8238993710691824; 0.8170859538784068
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.7605042  0.72268908 0.72268908 0.69327731 0.66525424]; 0.5166666666666667; 0.5138888888888888; 0.7987421383647799; 0.9703640982218459; 0.9646464646464646; 0.9705387205387205; 0.5837320574162679; 0.6777777777777778; 0.5166666666666667; 0.5721271393643031; 0.65; 0.5138888888888888; 0.8087649402390438; 0.8511530398322851; 0.7987421383647799
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.56597222 0.49305556 0.52447552 0.51748252 0.48951049]; 0.459915611814346; 0.5485232067510548; 0.5377358490566038; 0.6367209432902864; 0.7907949790794979; 0.5488145048814506; 0.5524475524475525; 0.7523809523809524; 0.48982683982683983; 0.65814696485623; 0.7803030303030303; 0.5187229437229437; 0.6294117647058823; 0.7851153039832285; 0.5377358490566038
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.73263889 0.73426573 0.72727273 0.71678322 0.7027972 ]; 0.5084033613445378; 0.5462184873949579; 0.8820754716981132; 1.0; 1.0; 1.0; 0.5104602510460252; 0.5304347826086957; 0.5091198303287381; 0.6086956521739131; 0.6829268292682927; 0.5414634146341464; 0.884437596302003; 0.9025157232704403; 0.8820754716981132
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70979021 0.66083916 0.67832168 0.70629371 0.6971831 ]; 0.5041666666666667; 0.4666666666666667; 0.8637316561844863; 0.9908515130190008; 0.9859943977591037; 0.9908963585434174; 0.564102564102564; 0.6363636363636364; 0.5030557677616501; 0.48799999999999993; 0.5126050420168067; 0.467046322661296; 0.8662551440329218; 0.8825995807127882; 0.8637316561844863
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; 12; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.78819444 0.78819444 0.80555556 0.77777778 0.73076923]; 0.5148936170212766; 0.5574468085106383; 0.8831236897274634; 0.9965205288796104; 0.9958275382475661; 0.9965229485396384; 0.5899280575539567; 0.7008547008547008; 0.515681587715486; 0.6258992805755396; 0.7372881355932204; 0.5566782558307982; 0.8881083793276469; 0.9276729559748428; 0.8831236897274632
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78671329 0.77272727 0.76573427 0.76573427 0.79577465]; 0.49166666666666664; 0.5375; 0.8752620545073375; 0.9964912280701755; 0.9943977591036415; 0.9964985994397759; 0.5704225352112676; 0.7297297297297297; 0.5082757175780431; 0.615916955017301; 0.689922480620155; 0.5251414204902577; 0.8808808808808808; 0.9224318658280922; 0.8752620545073375
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8006993  0.79020979 0.78671329 0.77622378 0.8041958 ]; 0.5146443514644351; 0.5230125523012552; 0.8768343815513627; 0.9964912280701755; 0.993006993006993; 0.9965034965034965; 0.5703703703703704; 0.6416666666666667; 0.514110644257703; 0.5714285714285714; 0.6386554621848739; 0.5234943977591036; 0.8801631820499745; 0.9046121593291404; 0.8768343815513626
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; 12; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65734266 0.7027972  0.64685315 0.66433566 0.67482517]; 0.4769874476987448; 0.502092050209205; 0.6766247379454927; 0.7450444292549555; 0.7622377622377622; 0.7391608391608391; 0.5098039215686274; 0.52; 0.4749122807017544; 0.5142857142857142; 0.5526315789473685; 0.5043157894736843; 0.685685175751401; 0.7054507337526206; 0.6766247379454927
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.67361111 0.74475524 0.77272727 0.72727273 0.76573427]; 0.5; 0.5; 0.859538784067086; 0.9789029535864979; 0.9720670391061452; 0.9790502793296089; 0.4413145539906103; 0.3884297520661157; 0.5019071837253656; 0.45662100456621; 0.42735042735042733; 0.4987991806173624; 0.8554476806903992; 0.8312368972746331; 0.859538784067086
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66666667 0.68402778 0.71678322 0.7027972  0.68181818]; 0.47257383966244726; 0.5569620253164557; 0.8558700209643606; 0.9681978798586572; 0.9553695955369595; 0.9686192468619247; 0.5098039215686274; 0.5603448275862069; 0.4743872898261613; 0.5945945945945945; 0.6363636363636364; 0.5552507836990596; 0.8574390876101606; 0.8668763102725366; 0.8558700209643605
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.47916667 0.625      0.55208333]; 0.6375; 0.5625; 0.60875; 0.5340050377833753; 0.44166666666666665; 0.6145833333333333; 0.6282051282051283; 0.5697674418604651; 0.6429918290383407; 0.5625; 0.5232558139534884; 0.5656819610307983; 0.5610098176718092; 0.4854368932038835; 0.612563807426684
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.9375     0.94791667 0.88541667 0.9375    ]; 0.61875; 0.53125; 0.83; 1.0; 1.0; 1.0; 0.6737967914438502; 0.75; 0.611842105263158; 0.5945945945945945; 0.6626506024096386; 0.5261304960100142; 0.84037558685446; 0.8796068796068796; 0.8291164169026763
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.94791667 0.95833333 0.96875    0.92708333]; 0.5375; 0.5625; 0.82; 1.0; 1.0; 1.0; 0.5934065934065934; 0.7714285714285715; 0.5634920634920635; 0.6236559139784946; 0.6904761904761905; 0.5557644110275689; 0.8301886792452831; 0.8934010152284264; 0.8210847440674152
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.86458333 0.76041667 0.79166667 0.92708333 0.79787234]; 0.46540880503144655; 0.4591194968553459; 0.785175879396985; 1.0; 1.0; 1.0; 0.5303867403314916; 0.6; 0.4645569620253165; 0.5113636363636364; 0.5625; 0.45846518987341767; 0.7952095808383234; 0.8320802005012531; 0.7850577324924402
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.8125     0.78125    0.82291667 0.88541667]; 0.55625; 0.5375; 0.815; 0.9937106918238994; 0.9875; 0.99375; 0.6077348066298343; 0.625; 0.548611111111111; 0.5888888888888888; 0.6794871794871795; 0.5409631019387117; 0.8233890214797137; 0.8497536945812808; 0.814470755920082
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.85416667 0.89583333 0.875      0.89583333]; 0.59375; 0.54375; 0.8275; 1.0; 1.0; 1.0; 0.6596858638743455; 0.7325581395348837; 0.5824952859836581; 0.6368159203980099; 0.7272727272727273; 0.5233585858585859; 0.841743119266055; 0.8864734299516909; 0.8253610673074517
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.96875    0.95833333 0.96875    0.92708333 0.93617021]; 0.5094339622641509; 0.5345911949685535; 0.8090452261306532; 1.0; 1.0; 1.0; 0.5617977528089888; 0.6578947368421053; 0.5156943563728599; 0.6021505376344086; 0.7671232876712328; 0.5521662949984072; 0.8194774346793349; 0.8891752577319587; 0.8110091974934304
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.96875    0.96875    0.95833333 0.95833333 0.9787234 ]; 0.5471698113207547; 0.610062893081761; 0.8316582914572864; 1.0; 1.0; 1.0; 0.6129032258064516; 0.6477272727272727; 0.5351312419974392; 0.6770833333333333; 0.7471264367816092; 0.5957854406130267; 0.8434579439252335; 0.8719806763285024; 0.8299693957558743
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.97916667 0.97916667 0.96875    0.94791667 0.94791667]; 0.53125; 0.55; 0.81625; 1.0; 1.0; 1.0; 0.5856353591160222; 0.7361111111111112; 0.5498737373737375; 0.6210526315789474; 0.7763157894736842; 0.5607769423558897; 0.8272620446533491; 0.9072164948453608; 0.8188995095586027
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.625      0.58333333 0.62676056 0.65492958 0.65492958]; 0.5756302521008403; 0.592436974789916; 0.6252100840336134; 0.6477272727272727; 0.6386554621848739; 0.6526610644257703; 0.5345622119815668; 0.46774193548387094; 0.5803621958121108; 0.5446009389671361; 0.5; 0.5901639344262295; 0.6067019400352734; 0.576214405360134; 0.6253753308419557
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.93055556 0.93055556 0.92957746 0.8943662  0.94366197]; 0.6260504201680672; 0.5672268907563025; 0.8378151260504202; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.6337448559670782; 0.6015625; 0.6280539772727273; 0.5118483412322276; 0.4864864864864865; 0.5621408810385188; 0.834618680377035; 0.8171140939597316; 0.8378499762727951
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.90972222 0.90277778 0.94444444 0.9375     0.94366197]; 0.5188284518828452; 0.49372384937238495; 0.8010033444816054; 0.9972144846796658; 0.9972144846796658; 0.9972144846796658; 0.5936395759717314; 0.7368421052631579; 0.5284210526315789; 0.5631768953068592; 0.639344262295082; 0.49061230208771195; 0.8137715179968701; 0.8739495798319328; 0.8013674687845188
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.83333333 0.8125     0.79861111 0.79861111 0.77777778]; 0.5875; 0.5833333333333334; 0.8233333333333334; 0.9819193324061196; 0.9805555555555555; 0.9819444444444444; 0.4705882352941176; 0.3728813559322034; 0.5839816615726591; 0.4382022471910112; 0.3391304347826087; 0.5735652173913044; 0.8044280442804428; 0.7352445193929174; 0.8223174821017305
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.84027778 0.82638889 0.75       0.80555556 0.8125    ]; 0.55; 0.5791666666666667; 0.8233333333333334; 0.995850622406639; 1.0; 0.9958333333333333; 0.5970149253731343; 0.7207207207207207; 0.5619107479572596; 0.6188679245283019; 0.7008547008547008; 0.5821346675005211; 0.8312101910828026; 0.8877551020408163; 0.8245965052687741
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.80555556 0.70138889 0.82638889 0.75       0.77083333]; 0.5541666666666667; 0.5666666666666667; 0.8208333333333333; 0.9944289693593316; 0.9916666666666667; 0.9944444444444445; 0.5407725321888411; 0.5080645161290323; 0.5557563959955506; 0.4851485148514852; 0.44545454545454544; 0.5573426573426573; 0.8135299219427581; 0.7895622895622896; 0.8205237190385705
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.92361111 0.9375     0.94444444 0.94366197 0.90140845]; 0.6050420168067226; 0.5588235294117647; 0.8322147651006712; 0.9986013986013986; 0.9972067039106145; 0.9986033519553073; 0.591304347826087; 0.576271186440678; 0.6048022598870056; 0.4878048780487804; 0.45045045045045046; 0.5519968787685323; 0.8260869565217391; 0.8091993185689949; 0.8318723865572246
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.93055556 0.91666667 0.92253521 0.96478873 0.95774648]; 0.5546218487394958; 0.5042016806722689; 0.8117647058823529; 1.0; 1.0; 1.0; 0.6490066225165563; 0.7903225806451613; 0.5442840973401245; 0.6040268456375839; 0.7563025210084033; 0.5042016806722689; 0.8295281582952816; 0.9083333333333333; 0.8109463276836157
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.93055556 0.94444444 0.95833333 0.95774648 0.92957746]; 0.6050420168067226; 0.5588235294117647; 0.8330536912751678; 1.0; 1.0; 1.0; 0.6758620689655173; 0.765625; 0.5919034090909091; 0.6181818181818182; 0.7727272727272727; 0.5738636363636364; 0.8446526151444185; 0.9077181208053692; 0.8330536912751678
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63684211 0.58421053 0.65263158 0.59473684 0.62105263]; 0.620253164556962; 0.6044303797468354; 0.634007585335019; 0.6204545454545455; 0.5747368421052632; 0.648421052631579; 0.6428571428571429; 0.6878980891719745; 0.6206786043344149; 0.6200607902735562; 0.6623376623376623; 0.6058601891935226; 0.6252427184466018; 0.6145038167938931; 0.6338850742260922
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.9375     0.859375   0.91666667 0.86979167 0.91145833]; 0.478125; 0.55; 0.801875; 0.9937629937629938; 0.9958333333333333; 0.99375; 0.5242165242165242; 0.5542168674698795; 0.4751603817868878; 0.5813953488372093; 0.6211180124223602; 0.5495527169030039; 0.8086904043452021; 0.8302354399008675; 0.8016246556376972
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.96875    0.95833333 0.97395833 0.94791667 0.92708333]; 0.5625; 0.521875; 0.815625; 0.9979166666666667; 0.9979166666666667; 0.9979166666666668; 0.6296296296296297; 0.725609756097561; 0.558317698561601; 0.6259168704156479; 0.7398843930635838; 0.5025952577562817; 0.8311390955924441; 0.8886168910648715; 0.8140402462987193
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.80729167 0.81052632 0.77368421 0.78421053 0.78421053]; 0.5236593059936908; 0.5331230283911672; 0.7414880201765448; 0.8852119958634953; 0.8991596638655462; 0.8834033613445379; 0.6234413965087282; 0.7530120481927711; 0.5122676135003591; 0.6; 0.74; 0.5436526946107784; 0.76409666283084; 0.8383838383838383; 0.7416100552120702
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.76315789 0.84736842 0.85263158 0.81578947 0.81382979]; 0.5158227848101266; 0.5284810126582279; 0.8088607594936709; 1.0; 1.0; 1.0; 0.5377643504531722; 0.5393939393939394; 0.5147300822797511; 0.5471124620060791; 0.5844155844155844; 0.5298621131954464; 0.8121890547263682; 0.8234552332912989; 0.8088051261755095
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.859375   0.84895833 0.82291667 0.84736842 0.78947368]; 0.559748427672956; 0.550314465408805; 0.8197236180904522; 0.9958333333333333; 1.0; 0.9958158995815899; 0.6153846153846154; 0.6829268292682927; 0.5557491289198606; 0.5855072463768116; 0.6516129032258065; 0.5528003166435781; 0.8280407429598562; 0.8670012547051443; 0.8196641493651508
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.90526316 0.94210526 0.93684211 0.91578947 0.92105263]; 0.5158227848101266; 0.5031645569620253; 0.8015170670037927; 0.9957894736842106; 0.9957894736842106; 0.9957894736842106; 0.6348448687350835; 0.8636363636363636; 0.5244107744107744; 0.6288416075650118; 0.8109756097560976; 0.4910141206675225; 0.8247767857142858; 0.9319041614123581; 0.801186554723923
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.953125   0.94791667 0.90526316 0.94736842 0.94210526]; 0.550314465408805; 0.550314465408805; 0.8182389937106919; 0.9968586387434555; 0.9979035639412998; 0.9968553459119497; 0.6124661246612465; 0.7018633540372671; 0.5483839063179965; 0.6082191780821917; 0.69375; 0.5494066455696203; 0.8288928359976316; 0.8771929824561403; 0.8180156831472621
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.9375     0.95789474 0.94210526 0.94736842 0.94210526]; 0.5741324921135647; 0.5899053627760252; 0.8316519546027743; 0.9978991596638656; 0.9978991596638656; 0.9978991596638656; 0.599406528189911; 0.6121212121212121; 0.5725079744816587; 0.6130952380952381; 0.64375; 0.589390923566879; 0.8356923076923077; 0.8476903870162297; 0.8314885056100257
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64285714 0.62184874 0.65966387 0.58403361 0.70338983]; 0.5861111111111111; 0.575; 0.6268343815513627; 0.6390845070422536; 0.6111111111111112; 0.654882154882155; 0.6302729528535981; 0.7341040462427746; 0.5916509536026707; 0.6514806378132119; 0.7647058823529411; 0.5673240394423665; 0.6400404448938322; 0.6635220125786163; 0.6268343815513626
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; 10; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.88333333 0.88655462 0.91596639 0.91596639 0.91176471]; 0.5726256983240223; 0.5865921787709497; 0.8411949685534591; 0.998324958123953; 1.0; 0.9983221476510067; 0.6482758620689655; 0.8103448275862069; 0.5790854572713643; 0.6796536796536797; 0.8532608695652174; 0.5789292853573214; 0.8550932568149211; 0.9371069182389937; 0.8411949685534591
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92436975 0.93697479 0.91596639 0.95378151 0.96186441]; 0.55; 0.5638888888888889; 0.8291404612159329; 0.9941225860621328; 0.9966329966329966; 0.994107744107744; 0.6214953271028038; 0.7189189189189189; 0.5451737451737452; 0.6288416075650117; 0.76; 0.5691891891891893; 0.840352595494613; 0.89937106918239; 0.829140461215933
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.79583333 0.82773109 0.81092437 0.82352941 0.82352941]; 0.5307262569832403; 0.505586592178771; 0.8029350104821803; 0.9740585774058578; 0.9765100671140939; 0.9739932885906041; 0.5227272727272727; 0.5; 0.5316091954022989; 0.48991354466858794; 0.4885057471264368; 0.5051224387806097; 0.8014783526927138; 0.7955974842767296; 0.8029350104821803
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; 10; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.85416667 0.79583333 0.82083333 0.8125     0.80252101]; 0.571830985915493; 0.571830985915493; 0.8359538784067087; 0.9925187032418953; 0.996661101836394; 0.9924874791318866; 0.5913978494623656; 0.625; 0.5722765363128491; 0.5978835978835978; 0.6312849162011173; 0.5713242762823767; 0.8397337429595495; 0.859538784067086; 0.8359538784067087
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.84453782 0.77731092 0.8487395  0.79831933 0.83613445]; 0.5571030640668524; 0.5626740947075209; 0.8296645702306079; 0.9924686192468619; 0.9966386554621849; 0.9924369747899161; 0.5891472868217055; 0.6195652173913043; 0.5554968944099379; 0.5857519788918205; 0.6342857142857142; 0.5644254658385093; 0.8342682304946456; 0.8574423480083857; 0.8296645702306079
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.95       0.95       0.91666667 0.92436975 0.92436975]; 0.547752808988764; 0.5449438202247191; 0.8291404612159329; 0.9974895397489539; 0.9966555183946488; 0.9974916387959866; 0.6004962779156328; 0.657608695652174; 0.5439206268958544; 0.5909090909090909; 0.6802325581395349; 0.54935540950455; 0.8365095285857573; 0.8742138364779874; 0.8291404612159329
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.91666667 0.94166667 0.97083333 0.925      0.95378151]; 0.5098591549295775; 0.5070422535211268; 0.8165618448637316; 0.9991645781119466; 0.998330550918197; 0.9991652754590985; 0.5857142857142857; 0.640625; 0.4982266104294479; 0.5283018867924528; 0.6012269938650306; 0.514155163599182; 0.823943661971831; 0.8584905660377359; 0.8165618448637316
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92436975 0.93697479 0.90756303 0.95378151 0.92016807]; 0.5097493036211699; 0.5181058495821727; 0.8155136268343816; 0.9974768713204373; 0.9966386554621849; 0.9974789915966387; 0.5319148936170212; 0.5291005291005291; 0.5086679116090881; 0.5014409221902016; 0.5117647058823529; 0.5177871148459384; 0.8158995815899582; 0.8176100628930818; 0.8155136268343816
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.59440559 0.61888112 0.61888112 0.57692308 0.57342657]; 0.6192468619246861; 0.6610878661087866; 0.6205450733752621; 0.591111111111111; 0.558041958041958; 0.6139860139860139; 0.6459143968871595; 0.6974789915966386; 0.6195728291316527; 0.6772908366533865; 0.7083333333333334; 0.660889355742297; 0.6103336921420883; 0.5943396226415094; 0.6205450733752621
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.89160839 0.92657343 0.81468531 0.90559441 0.86013986]; 0.5439330543933054; 0.5230125523012552; 0.8805031446540881; 0.9965108164689462; 0.9986013986013986; 0.9965034965034965; 0.6402640264026402; 0.8220338983050848; 0.5473805855161787; 0.6274509803921569; 0.7933884297520661; 0.5195755708082365; 0.8883447600391773; 0.950733752620545; 0.8805031446540881
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.9375     0.94791667 0.92361111 0.94097222 0.94755245]; 0.5234042553191489; 0.4297872340425532; 0.8679245283018868; 0.9958217270194988; 0.9944367176634215; 0.9958275382475661; 0.5213675213675213; 0.5169491525423728; 0.5234318412284513; 0.4322033898305085; 0.4358974358974359; 0.42981312472837896; 0.8677859391395593; 0.8668763102725366; 0.8679245283018867
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.76736111 0.81944444 0.83216783 0.83216783 0.79370629]; 0.5611814345991561; 0.5864978902953587; 0.8773584905660378; 0.9777777777777777; 0.9818688981868898; 0.9776847977684797; 0.5; 0.46017699115044247; 0.5567013988010276; 0.5811965811965812; 0.5483870967741935; 0.5883528404224949; 0.8756641870350691; 0.8637316561844863; 0.8773584905660377
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; 12; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.84375    0.77777778 0.8125     0.8125     0.78321678]; 0.5276595744680851; 0.5446808510638298; 0.8810272536687631; 0.9937802349689012; 1.0; 0.993741307371349; 0.5316455696202531; 0.5294117647058824; 0.5276369168356998; 0.5523012552301255; 0.5689655172413793; 0.544986960301362; 0.8819552782111284; 0.8888888888888888; 0.8810272536687631
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.81118881 0.8006993  0.81118881 0.81468531 0.83450704]; 0.5708333333333333; 0.5375; 0.8820754716981132; 0.9923130677847659; 0.9943977591036415; 0.992296918767507; 0.5579399141630902; 0.5327868852459017; 0.5714781883856627; 0.5506072874493927; 0.576271186440678; 0.538135593220339; 0.8822605965463108; 0.8836477987421384; 0.8820754716981133
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.92708333 0.93356643 0.92657343 0.94055944 0.92307692]; 0.6260504201680672; 0.6008403361344538; 0.8977987421383647; 0.9923023093072079; 0.9902234636871509; 0.9923184357541898; 0.6641509433962264; 0.7154471544715447; 0.6229409685401203; 0.6153846153846153; 0.6608695652173913; 0.6027925061859314; 0.8995363214837713; 0.9150943396226415; 0.8977987421383647
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.89160839 0.91608392 0.91258741 0.9020979  0.93661972]; 0.5041666666666667; 0.48333333333333334; 0.8721174004192872; 0.9992992291520673; 0.9985994397759104; 0.9992997198879552; 0.6046511627906976; 0.6691176470588235; 0.47878959276018096; 0.523076923076923; 0.6538461538461539; 0.503393665158371; 0.8772635814889336; 0.9140461215932913; 0.8721174004192872
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.93706294 0.94755245 0.96153846 0.92657343 0.95454545]; 0.5732217573221757; 0.5523012552301255; 0.889412997903564; 0.9986013986013986; 0.9986013986013986; 0.9986013986013986; 0.588709677419355; 0.6460176991150443; 0.576977103525776; 0.5868725868725869; 0.6031746031746031; 0.5493749122067706; 0.8910686628807434; 0.9046121593291404; 0.889412997903564
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.65625    0.63541667 0.65957447 0.61702128]; 0.6835443037974683; 0.6455696202531646; 0.6616161616161617; 0.6462882096069869; 0.6218487394957983; 0.6596638655462185; 0.6987951807228916; 0.7160493827160493; 0.6827000160333494; 0.654320987654321; 0.6463414634146342; 0.6455391527599487; 0.6590330788804071; 0.6458852867830424; 0.6618173236984266
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; 4; ica_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.79166667 0.86170213 0.84042553 0.78723404 0.80851064]; 0.554140127388535; 0.5668789808917197; 0.821882951653944; 0.9957627118644068; 0.9957627118644068; 0.9957627118644068; 0.6022727272727272; 0.5760869565217391; 0.5495819397993311; 0.5696202531645569; 0.5844155844155844; 0.5672077922077923; 0.826302729528536; 0.8222222222222222; 0.8218722659667541
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.74468085 0.86170213 0.71276596 0.82978723 0.84782609]; 0.6217948717948718; 0.6474358974358975; 0.8435897435897436; 0.9827586206896551; 0.9743589743589743; 0.982905982905983; 0.7177033492822966; 0.8928571428571429; 0.5992063492063493; 0.7179487179487178; 0.8536585365853658; 0.6362887277521424; 0.859447004608295; 0.9325; 0.84125
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.64583333 0.73958333 0.61458333 0.625     ]; 0.6; 0.6125; 0.78375; 0.8997867803837953; 0.8791666666666667; 0.9020833333333333; 0.5733333333333333; 0.5375; 0.6; 0.5753424657534246; 0.5316455696202531; 0.6115017971558055; 0.7738562091503268; 0.7418546365914787; 0.7836455227845174
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; 4; ica_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.47916667 0.46808511 0.5106383  0.55319149 0.5106383 ]; 0.5286624203821656; 0.5414012738853503; 0.8142493638676844; 1.0; 1.0; 1.0; 0.4032258064516129; 0.33783783783783783; 0.5183165092803647; 0.4461538461538461; 0.3717948717948718; 0.5403278156442713; 0.7988980716253443; 0.7474226804123711; 0.8134098326684972
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.45833333 0.61458333 0.52083333 0.58333333 0.5212766 ]; 0.5283018867924528; 0.5534591194968553; 0.8128140703517588; 0.9937369519832986; 0.99581589958159; 0.9937238493723849; 0.4966442953020133; 0.4805194805194805; 0.5268451061133989; 0.5942857142857143; 0.5842696629213483; 0.5492776886035313; 0.8144458281444583; 0.8074074074074075; 0.8129108648290233
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.78125    0.85416667 0.76041667 0.80208333]; 0.5875; 0.61875; 0.75125; 0.8356164383561645; 0.7625; 0.85; 0.5769230769230769; 0.5921052631578947; 0.587719298245614; 0.6064516129032258; 0.5802469135802469; 0.6192373808407563; 0.7343124165554071; 0.6926952141057935; 0.7508141082935915
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.86458333 0.8125     0.85416667 0.84375    0.81914894]; 0.6226415094339622; 0.6226415094339622; 0.8404522613065326; 0.9853249475890986; 0.9832635983263598; 0.9853556485355649; 0.6103896103896104; 0.5802469135802469; 0.6234567901234569; 0.6341463414634145; 0.6046511627906976; 0.624243389614527; 0.8402515723270441; 0.8226600985221675; 0.8408172287482634
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.77083333 0.875      0.77083333 0.8125    ]; 0.5625; 0.55; 0.815; 0.9875518672199171; 0.9916666666666667; 0.9874999999999999; 0.6236559139784946; 0.7341772151898734; 0.5646194717924675; 0.6; 0.7397260273972602; 0.5652653125492049; 0.8254716981132076; 0.8928571428571429; 0.8165266106442578
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; 6; ica_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.73943662 0.64788732 0.69014085 0.64788732 0.54285714]; 0.6440677966101694; 0.6059322033898306; 0.6440677966101694; 0.6553191489361703; 0.652542372881356; 0.6567796610169492; 0.6074766355140188; 0.5752212389380531; 0.6412691560543924; 0.5791855203619909; 0.5289256198347108; 0.6079410707869206; 0.631578947368421; 0.6122448979591837; 0.6439602868174297
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79166667 0.8125     0.71527778 0.79577465 0.71126761]; 0.6554621848739496; 0.6554621848739496; 0.8414429530201343; 0.9647390691114245; 0.9553072625698324; 0.9650837988826816; 0.6746031746031745; 0.7142857142857143; 0.6554621848739497; 0.6771653543307087; 0.7049180327868853; 0.6541831543244772; 0.8444444444444444; 0.8564273789649416; 0.8413671464807845
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.79861111 0.77777778 0.79166667 0.75694444 0.73943662]; 0.6317991631799164; 0.5606694560669456; 0.8043478260869565; 0.9424964936886396; 0.935933147632312; 0.9428969359331476; 0.5925925925925927; 0.5203252032520326; 0.6351626016260163; 0.5493562231759657; 0.47058823529411764; 0.5750999428897773; 0.7986230636833046; 0.7508090614886731; 0.8062003784952017
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.52112676 0.48591549 0.6056338  0.58450704 0.58450704]; 0.5550847457627118; 0.5720338983050848; 0.6692047377326565; 0.7612903225806451; 0.8309859154929577; 0.7394366197183099; 0.6181818181818182; 0.7391304347826086; 0.5596478620194034; 0.6552901023890785; 0.75; 0.5555555555555556; 0.708860759493671; 0.7959866220735786; 0.6676850918587071
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.56944444 0.58333333 0.58450704 0.5915493  0.65492958]; 0.542016806722689; 0.5504201680672269; 0.7991596638655463; 0.9678321678321679; 0.969187675070028; 0.9677871148459385; 0.46305418719211827; 0.4351851851851852; 0.5329772079772079; 0.5286343612334802; 0.47244094488188976; 0.5560402922607647; 0.7912663755458516; 0.7652027027027027; 0.7989893112175721
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.53472222 0.54166667 0.53472222 0.54861111 0.54225352]; 0.5983263598326359; 0.5439330543933054; 0.8269230769230769; 0.9972144846796658; 0.9972144846796658; 0.9972144846796658; 0.6190476190476191; 0.7090909090909091; 0.6064834390415785; 0.5657370517928287; 0.6016949152542372; 0.5446491105196807; 0.8304668304668305; 0.8637137989778535; 0.8275876055644604
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.88194444 0.79166667 0.78873239 0.86619718 0.76760563]; 0.6596638655462185; 0.6386554621848739; 0.7983193277310925; 0.8970380818053597; 0.8907563025210085; 0.8977591036414566; 0.6553191489361702; 0.6260162601626016; 0.6608342170378225; 0.6126126126126126; 0.5964912280701754; 0.6369552914544426; 0.7941680960548885; 0.7794612794612794; 0.7982876867105055
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.78472222 0.81944444 0.76760563 0.83098592 0.78873239]; 0.6176470588235294; 0.6260504201680672; 0.8235294117647058; 0.9575070821529744; 0.9467787114845938; 0.9579831932773109; 0.6513409961685824; 0.7456140350877193; 0.6228070175438596; 0.642570281124498; 0.7079646017699115; 0.6299823008849558; 0.8273026315789473; 0.8613013698630136; 0.8242150413671504
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.83333333 0.79166667 0.76388889 0.76760563 0.80985915]; 0.5546218487394958; 0.5126050420168067; 0.7911073825503355; 0.9619181946403385; 0.952513966480447; 0.9622905027932961; 0.6159420289855072; 0.6910569105691057; 0.5498762813715092; 0.5797101449275363; 0.6722689075630253; 0.5126050420168067; 0.8025376685170501; 0.8433333333333334; 0.7907545045045045
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.66145833 0.66842105 0.62105263 0.64736842]; 0.6635220125786163; 0.6352201257861635; 0.6635220125786163; 0.6405529953917051; 0.5828092243186582; 0.6729559748427673; 0.6219081272084805; 0.567741935483871; 0.661171581238868; 0.6158940397350994; 0.5470588235294118; 0.6417726550079492; 0.6317962835512733; 0.5723192019950125; 0.6643321898299935
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.74479167 0.69791667 0.71354167 0.74479167 0.75      ]; 0.596875; 0.571875; 0.82125; 0.979253112033195; 0.9833333333333333; 0.9791666666666667; 0.6055045871559633; 0.6556291390728477; 0.6000039186488499; 0.591044776119403; 0.6111111111111112; 0.5713783403656821; 0.8241082410824108; 0.8448928121059268; 0.8214550801545742
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.76041667 0.77604167 0.75520833 0.76315789]; 0.6050156739811913; 0.542319749216301; 0.8013784461152882; 0.9524815205913411; 0.941544885177453; 0.953027139874739; 0.5827814569536424; 0.5789473684210527; 0.6038449416955562; 0.525974025974026; 0.4909090909090909; 0.5441558441558442; 0.7964033397559409; 0.7788944723618091; 0.8013222361809045
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.62631579 0.62105263 0.59473684 0.58421053 0.56842105]; 0.569620253164557; 0.49683544303797467; 0.6238938053097345; 0.7023809523809523; 0.7452631578947368; 0.6842105263157894; 0.5903614457831324; 0.6447368421052632; 0.5723684210526316; 0.4952380952380952; 0.4508670520231214; 0.501657302235337; 0.6404833836858006; 0.6625; 0.6234494884910486
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.58947368 0.60526316 0.55789474 0.62105263 0.61578947]; 0.5917721518987342; 0.5379746835443038; 0.8179519595448799; 0.9863588667366212; 0.9894736842105263; 0.9863157894736841; 0.5852090032154341; 0.5796178343949044; 0.5916957096502824; 0.5350318471337581; 0.5283018867924528; 0.5380362937146977; 0.8174904942965779; 0.8154235145385588; 0.8179519595448799
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.60416667 0.59895833 0.55263158 0.63157895 0.55789474]; 0.559748427672956; 0.5408805031446541; 0.810062893081761; 0.9832635983263598; 0.9853249475890985; 0.9832285115303984; 0.6045197740112995; 0.6903225806451613; 0.5629527013655254; 0.6117021276595744; 0.71875; 0.5397547468354431; 0.8208778173190984; 0.8737373737373737; 0.8103022708285866
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.71578947 0.77368421 0.76842105 0.78421053 0.78191489]; 0.6677215189873418; 0.6424050632911392; 0.7664556962025316; 0.8316610925306578; 0.7869198312236287; 0.8407172995780591; 0.6938775510204083; 0.7727272727272727; 0.670314253647587; 0.6457680250783698; 0.6560509554140127; 0.6424908865120379; 0.7633098139833226; 0.7579617834394905; 0.766402275367544
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.765625   0.73958333 0.73958333 0.79166667 0.79166667]; 0.603125; 0.63125; 0.815625; 0.9470338983050848; 0.93125; 0.9479166666666666; 0.6253687315634219; 0.726027397260274; 0.613013698630137; 0.6810810810810811; 0.7159090909090909; 0.6218434343434344; 0.8215366001209922; 0.8466334164588528; 0.8155472846705292
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.70833333 0.75       0.72916667 0.72395833 0.74736842]; 0.5799373040752351; 0.5924764890282131; 0.7819548872180451; 0.9132231404958677; 0.9227557411273486; 0.9123173277661796; 0.5864197530864197; 0.6089743589743589; 0.5805607991190813; 0.6036585365853658; 0.61875; 0.5923938679245283; 0.7851851851851853; 0.8; 0.7820224719101123
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.68487395 0.71848739 0.63865546 0.65677966]; 0.6527777777777778; 0.6; 0.6635220125786163; 0.6707855251544572; 0.6397306397306397; 0.686026936026936; 0.6031746031746033; 0.5523255813953488; 0.6485032162295894; 0.5932203389830508; 0.5585106382978723; 0.6019297377535874; 0.6437291897891232; 0.6079664570230608; 0.6635220125786163
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; 10; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.77916667 0.67916667 0.79166667 0.7394958  0.67647059]; 0.6039325842696629; 0.6207865168539326; 0.8427672955974843; 0.979933110367893; 0.979933110367893; 0.979933110367893; 0.607242339832869; 0.592391304347826; 0.604335187057634; 0.6321525885558582; 0.6744186046511628; 0.6225353892821031; 0.8439125910509886; 0.850104821802935; 0.8427672955974843
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.7125     0.73529412 0.74369748 0.69747899]; 0.6526610644257703; 0.6078431372549019; 0.8228511530398323; 0.9377104377104377; 0.932998324958124; 0.9380234505862647; 0.6666666666666665; 0.7251461988304093; 0.6555838521033766; 0.6568627450980393; 0.7204301075268817; 0.602905112242973; 0.8282520325203251; 0.8542976939203354; 0.8228511530398323
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6125     0.57916667 0.6092437  0.63445378 0.63445378]; 0.5630252100840336; 0.5238095238095238; 0.7730607966457023; 0.9114971050454921; 0.9229480737018425; 0.9103852596314906; 0.5593220338983051; 0.5561797752808989; 0.5630060887577678; 0.5170454545454545; 0.5083798882681564; 0.5238528654823928; 0.7738903394255874; 0.7767295597484277; 0.7730607966457023
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.58823529 0.58403361 0.53361345 0.6092437  0.54201681]; 0.5543175487465181; 0.5571030640668524; 0.8328092243186582; 1.0; 1.0; 1.0; 0.5675675675675677; 0.5706521739130435; 0.5538975155279503; 0.5667574931880109; 0.5942857142857143; 0.5580124223602485; 0.8344577062791906; 0.8427672955974843; 0.8328092243186583
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.60416667 0.59583333 0.65833333 0.60084034 0.54201681]; 0.550561797752809; 0.5589887640449438; 0.8128930817610063; 0.9667221297836938; 0.9715719063545151; 0.9665551839464883; 0.5675675675675677; 0.6069364161849711; 0.5521020878739062; 0.5943152454780362; 0.6284153005464481; 0.5569822167472125; 0.8177641653905054; 0.839622641509434; 0.8128930817610064
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.78991597 0.78151261 0.76890756 0.76890756 0.77118644]; 0.6; 0.5861111111111111; 0.7447589098532494; 0.83993399339934; 0.8569023569023569; 0.8367003367003366; 0.6170212765957447; 0.6304347826086957; 0.5993083003952568; 0.5940054495912807; 0.6193181818181818; 0.5868330039525691; 0.7508951406649615; 0.7693920335429769; 0.7447589098532494
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.74166667 0.76666667 0.76666667 0.69166667 0.75210084]; 0.5661971830985916; 0.6; 0.8280922431865828; 0.9732888146911519; 0.9732888146911519; 0.9732888146911519; 0.6225490196078431; 0.7215909090909091; 0.5674993651599797; 0.6602870813397129; 0.770949720670391; 0.5985430421533774; 0.8379446640316205; 0.8888888888888888; 0.8280922431865828
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.70416667 0.70833333 0.68067227 0.71008403 0.73109244]; 0.6134453781512605; 0.6330532212885154; 0.8244234800838575; 0.9446308724832214; 0.9430485762144054; 0.9447236180904524; 0.6461538461538462; 0.7039106145251397; 0.6131912623187497; 0.6449864498644986; 0.6685393258426966; 0.6331523444855941; 0.8282931829830856; 0.8469601677148847; 0.8244234800838574
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65384615 0.6958042  0.67832168 0.61538462 0.65140845]; 0.6458333333333334; 0.6291666666666667; 0.6577568134171907; 0.6260733801717407; 0.561624649859944; 0.6645658263305322; 0.6586345381526104; 0.6507936507936508; 0.6455722639933166; 0.6396761133603239; 0.6929824561403509; 0.6322055137844612; 0.6325267304445695; 0.589098532494759; 0.6577568134171907
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; 12; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.67013889 0.73263889 0.73611111 0.72569444 0.68881119]; 0.6638297872340425; 0.6680851063829787; 0.9072327044025157; 0.9861878453038675; 0.9930458970792768; 0.9860917941585536; 0.6694560669456067; 0.6722689075630253; 0.6637206606780643; 0.6517857142857143; 0.6293103448275862; 0.6675963488843814; 0.9073783359497646; 0.9088050314465409; 0.9072327044025158
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73611111 0.68402778 0.71678322 0.6993007  0.72377622]; 0.5864978902953587; 0.6413502109704642; 0.8579664570230608; 0.9387186629526463; 0.9400278940027894; 0.9386331938633193; 0.6343283582089553; 0.6854838709677419; 0.5816799885812161; 0.6502057613168724; 0.6991150442477876; 0.6439123608335711; 0.8608115048793016; 0.8784067085953878; 0.8579664570230607
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62937063 0.54195804 0.52447552 0.58391608 0.62237762]; 0.5690376569037657; 0.5564853556485355; 0.6535639412997903; 0.7064935064935065; 0.7608391608391608; 0.6839160839160839; 0.6142322097378278; 0.6833333333333333; 0.5685574229691877; 0.5954198473282444; 0.6554621848739496; 0.5568977591036415; 0.680521991300145; 0.7379454926624738; 0.6535639412997903
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.58741259 0.57692308 0.61188811 0.58098592]; 0.5541666666666667; 0.5333333333333333; 0.8820754716981132; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.5286343612334802; 0.5217391304347826; 0.5528695652173914; 0.5757575757575758; 0.608; 0.5300869565217392; 0.8827514330380406; 0.8878406708595388; 0.8820754716981132
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.53846154 0.57342657 0.58741259 0.5979021  0.59090909]; 0.5564853556485355; 0.602510460251046; 0.8857442348008385; 0.9881367759944173; 0.9902097902097902; 0.9881118881118882; 0.5725806451612903; 0.5819672131147541; 0.555940871514642; 0.5851528384279475; 0.5726495726495726; 0.6018985568165895; 0.8858638743455498; 0.8867924528301887; 0.8857442348008386
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; 12; ica_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.72222222 0.73611111 0.72916667 0.73958333 0.73076923]; 0.6553191489361702; 0.676595744680851; 0.7437106918238994; 0.7713498622589532; 0.7788595271210014; 0.7691237830319888; 0.6367713004484306; 0.6396396396396397; 0.6544972391746586; 0.6724137931034483; 0.6290322580645161; 0.6793809938971229; 0.7435762978500263; 0.7431865828092243; 0.7437106918238994
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75174825 0.70979021 0.71678322 0.74475524 0.78521127]; 0.6583333333333333; 0.6375; 0.8668763102725366; 0.9400141143260409; 0.9327731092436975; 0.9404761904761905; 0.7007299270072993; 0.7868852459016393; 0.6561544873575993; 0.6741573033707865; 0.7627118644067796; 0.6395526535148652; 0.8702757916241063; 0.8930817610062893; 0.8668763102725366
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76573427 0.72027972 0.76223776 0.71328671 0.70422535]; 0.6041666666666666; 0.6; 0.8490566037735849; 0.9316420014094432; 0.9257703081232493; 0.9320728291316527; 0.624505928853755; 0.6694915254237288; 0.6052375659905529; 0.616; 0.6311475409836066; 0.5994720755765491; 0.850156087408949; 0.8563941299790356; 0.8490566037735848
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.60416667 0.59375    0.52083333 0.54166667]; 0.55; 0.46875; 0.53875; 0.3652694610778443; 0.25416666666666665; 0.5583333333333333; 0.28; 0.1728395061728395; 0.5547741834661666; 0.14141414141414144; 0.08433734939759036; 0.4837271162572367; 0.30769230769230776; 0.20297029702970298; 0.5421417141714171
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; 4; ica_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.76595745 0.77659574 0.73404255 0.76595745 0.80851064]; 0.6602564102564102; 0.5961538461538461; 0.8516624040920716; 1.0; 1.0; 1.0; 0.6936416184971098; 0.8; 0.6654320987654321; 0.5882352941176471; 0.6164383561643836; 0.5973758045882158; 0.8542713567839195; 0.8877284595300261; 0.8523855330231584
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.8125     0.73958333 0.71875    0.6875     0.81914894]; 0.6918238993710691; 0.6477987421383647; 0.8442211055276382; 0.9596602972399151; 0.9456066945606695; 0.9602510460251047; 0.6993865030674846; 0.7307692307692307; 0.6925451092117758; 0.6543209876543209; 0.6973684210526315; 0.6498890298034241; 0.8442211055276382; 0.8549618320610687; 0.844354365162048
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.46875    0.5        0.5625     0.57291667]; 0.51875; 0.4375; 0.55375; 0.6184738955823292; 0.6416666666666667; 0.6041666666666667; 0.5217391304347826; 0.5121951219512195; 0.5189180737961226; 0.48275862068965514; 0.5121951219512195; 0.4355847404627892; 0.5714285714285714; 0.5891089108910891; 0.5533928392839285
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.52083333 0.52083333 0.48958333 0.5106383  0.4787234 ]; 0.5316455696202531; 0.4873417721518987; 0.8042929292929293; 1.0; 1.0; 1.0; 0.5647058823529413; 0.5783132530120482; 0.5291566265060241; 0.5317919075144508; 0.5168539325842697; 0.48306464745155514; 0.8107448107448108; 0.8097560975609757; 0.8040927084663517
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.51041667 0.52083333 0.41489362 0.45744681 0.54255319]; 0.47468354430379744; 0.5189873417721519; 0.7949367088607595; 0.9936842105263158; 0.9957805907172996; 0.9936708860759493; 0.4779874213836478; 0.4691358024691358; 0.4748276414943081; 0.5365853658536586; 0.5301204819277109; 0.5183935742971887; 0.7969924812030076; 0.7930174563591023; 0.7949663117271091
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.85416667 0.82291667 0.85416667 0.78125   ]; 0.60625; 0.6875; 0.79375; 0.8916666666666667; 0.8916666666666667; 0.8916666666666666; 0.6134969325153374; 0.6410256410256411; 0.607098186366479; 0.7023809523809522; 0.7283950617283951; 0.6869823409907798; 0.7965474722564735; 0.8095238095238095; 0.7937893361833511
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.77083333 0.69791667 0.69791667 0.79166667]; 0.625; 0.5625; 0.82625; 0.9812889812889812; 0.9833333333333333; 0.9812500000000001; 0.6774193548387097; 0.75; 0.618421052631579; 0.5783132530120482; 0.676056338028169; 0.5739832251938598; 0.8331332533013205; 0.8784810126582279; 0.8268948273167682
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.69791667 0.75       0.79166667 0.71875   ]; 0.6125; 0.5875; 0.81375; 0.9556025369978858; 0.9416666666666667; 0.9562499999999999; 0.6219512195121951; 0.6144578313253012; 0.6124237208574558; 0.5714285714285715; 0.5789473684210527; 0.587092731829574; 0.8116308470290771; 0.8045112781954887; 0.813726960793505
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; 6; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.6971831  0.69014085 0.69014085 0.61267606 0.63380282]; 0.6822033898305084; 0.5847457627118644; 0.6522842639593909; 0.6580459770114943; 0.6450704225352113; 0.6647887323943662; 0.6835443037974683; 0.6982758620689655; 0.6824712643678162; 0.5916666666666667; 0.5867768595041323; 0.5846927775781531; 0.649616368286445; 0.643581081081081; 0.6522990151168118
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.81944444 0.76056338 0.73239437 0.76760563]; 0.6302521008403361; 0.6848739495798319; 0.8630252100840337; 1.0; 1.0; 1.0; 0.6834532374100719; 0.753968253968254; 0.6225198412698413; 0.6606334841628959; 0.6822429906542056; 0.6846329457087823; 0.8656224237427865; 0.8898305084745762; 0.8632485875706214
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.75694444 0.77083333 0.70833333 0.78169014 0.71830986]; 0.6218487394957983; 0.592436974789916; 0.8263422818791947; 0.9720670391061452; 0.9720670391061452; 0.9720670391061451; 0.6153846153846154; 0.5901639344262295; 0.6226681741096665; 0.5836909871244635; 0.5528455284552846; 0.5938140685754684; 0.8250211327134404; 0.8092868988391376; 0.8265449774331511
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.54861111 0.54861111 0.52083333 0.50704225 0.57042254]; 0.5168067226890757; 0.5294117647058824; 0.674496644295302; 0.7873183619550859; 0.8324022346368715; 0.7751396648044692; 0.5818181818181819; 0.6060606060606061; 0.5058604917095483; 0.5371900826446281; 0.5752212389380531; 0.5316106194690265; 0.695447409733124; 0.7346600331674958; 0.6737816294869737
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.50704225 0.6056338  0.47887324 0.5        0.47887324]; 0.5550847457627118; 0.5169491525423728; 0.8147208121827412; 1.0; 1.0; 1.0; 0.5816733067729083; 0.6033057851239669; 0.5538268056054617; 0.49557522123893805; 0.49557522123893805; 0.5160802935462983; 0.8155012636899747; 0.8217317487266553; 0.8147444578371894
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52083333 0.49305556 0.56944444 0.53472222 0.49295775]; 0.5188284518828452; 0.5271966527196653; 0.8060200668896321; 0.9944598337950139; 1.0; 0.9944289693593314; 0.5106382978723404; 0.5555555555555556; 0.5220525869380831; 0.5498007968127488; 0.575; 0.5269957983193276; 0.8079470198675496; 0.8313458262350937; 0.8064775108186962
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.79166667 0.78472222 0.72222222 0.75694444 0.75352113]; 0.6276150627615062; 0.6652719665271967; 0.7307692307692307; 0.7823613086770982; 0.766016713091922; 0.7869080779944291; 0.639676113360324; 0.6370967741935484; 0.6272440392706872; 0.6899224806201549; 0.7542372881355932; 0.6663748424149041; 0.7334437086092714; 0.7371048252911814; 0.7307372865951705
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.75       0.74305556 0.72916667 0.79861111]; 0.6625; 0.65; 0.8091666666666667; 0.9085714285714286; 0.8833333333333333; 0.9111111111111111; 0.6334841628959276; 0.6306306306306306; 0.6602765556253929; 0.6315789473684211; 0.5853658536585366; 0.6516572858036273; 0.8006962576153176; 0.7744107744107744; 0.8088225489215588
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.68055556 0.61805556 0.74305556 0.76388889 0.68309859]; 0.6569037656903766; 0.6778242677824268; 0.8327759197324415; 0.9432918395573996; 0.9498607242339833; 0.9428969359331475; 0.6306306306306307; 0.5882352941176471; 0.6566176470588236; 0.6484018264840182; 0.6173913043478261; 0.6756311360448808; 0.8281786941580755; 0.8128161888701517; 0.8326104161597856
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5625     0.56770833 0.52083333 0.53645833 0.52631579]; 0.5078369905956113; 0.5329153605015674; 0.5338345864661654; 0.324074074074074; 0.21920668058455114; 0.5427974947807933; 0.16042780748663102; 0.09036144578313253; 0.5255728797543113; 0.13872832369942198; 0.07692307692307693; 0.523124115148655; 0.26190476190476186; 0.1647940074906367; 0.5352271924245636
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.72105263 0.69473684 0.68947368 0.71578947 0.71808511]; 0.5949367088607594; 0.560126582278481; 0.8310126582278481; 1.0; 1.0; 1.0; 0.5460992907801419; 0.49044585987261147; 0.5942795337098907; 0.5156794425087108; 0.49333333333333335; 0.5569076305220884; 0.8239947264337507; 0.8002560819462228; 0.8306662136890063
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.79166667 0.78125    0.8        0.78421053 0.72631579]; 0.6037735849056604; 0.6289308176100629; 0.8352201257861636; 0.9812108559498955; 0.9853249475890985; 0.9811320754716982; 0.6440677966101694; 0.7215189873417721; 0.6045094936708861; 0.6910994764397905; 0.7764705882352941; 0.6179650238473767; 0.845336481700118; 0.8894409937888199; 0.8345294140918623
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.54166667 0.54210526 0.45263158 0.54736842 0.55789474]; 0.48264984227129337; 0.5205047318611987; 0.5365699873896596; 0.4729559748427673; 0.3949579831932773; 0.5598739495798318; 0.45333333333333337; 0.4594594594594595; 0.4812090196705581; 0.5159235668789809; 0.4576271186440678; 0.528813559322034; 0.47835344215755854; 0.4207240948813982; 0.5377505824725463
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.47395833 0.546875   0.58947368 0.50526316]; 0.49056603773584906; 0.559748427672956; 0.8103015075376885; 1.0; 1.0; 1.0; 0.4671052631578947; 0.48299319727891155; 0.49003461033536216; 0.5070422535211268; 0.47058823529411764; 0.55650623885918; 0.8044041450777202; 0.7982005141388174; 0.8100339180030696
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.47894737 0.52105263 0.49473684 0.46315789 0.45789474]; 0.5063291139240507; 0.509493670886076; 0.7888748419721872; 0.9759162303664922; 0.9810526315789474; 0.9757894736842105; 0.5; 0.52; 0.506987951807229; 0.5110410094637224; 0.5436241610738255; 0.5113330386207451; 0.7891414141414141; 0.8074935400516796; 0.7892665720060379
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.72395833 0.73958333 0.72105263 0.75789474]; 0.6194968553459119; 0.6320754716981132; 0.6991206030150754; 0.7342888643880926; 0.696652719665272; 0.747907949790795; 0.5841924398625429; 0.5743243243243243; 0.6165739268680446; 0.6163934426229508; 0.5949367088607594; 0.6318433544303798; 0.6813040585495674; 0.6530612244897959; 0.6984365528389573
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.77368421 0.81578947 0.73684211 0.76842105 0.75789474]; 0.6424050632911392; 0.6424050632911392; 0.8002528445006322; 0.9042553191489361; 0.8947368421052632; 0.9052631578947369; 0.6686217008797655; 0.7169811320754716; 0.6419300564835957; 0.6626865671641792; 0.7350993377483444; 0.646337547662051; 0.8044554455445546; 0.8280254777070064; 0.8004619232951594
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.73684211 0.71578947 0.72631579 0.66315789 0.68421053]; 0.6645569620253164; 0.6392405063291139; 0.8217446270543616; 0.934322033898305; 0.9284210526315789; 0.9347368421052631; 0.6580645161290323; 0.6538461538461539; 0.664423076923077; 0.6415094339622642; 0.6181818181818182; 0.6402167369054786; 0.8206106870229009; 0.8103015075376885; 0.821817420435511
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6092437  0.61344538 0.65966387 0.61764706 0.56355932]; 0.6027777777777777; 0.5944444444444444; 0.6090146750524109; 0.5204616998950682; 0.4175084175084175; 0.6153198653198653; 0.5372168284789645; 0.43455497382198954; 0.6137271910530067; 0.49655172413793114; 0.4260355029585799; 0.5847455001703894; 0.5193298969072164; 0.4224318658280922; 0.6090146750524109
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.75630252 0.65546218 0.66386555 0.7394958  0.68644068]; 0.6361111111111111; 0.7083333333333334; 0.8742138364779874; 0.9966386554621849; 0.9983164983164983; 0.9966329966329965; 0.6135693215339234; 0.5561497326203209; 0.6393465426107384; 0.6728971962616822; 0.6242774566473989; 0.7051868566659454; 0.8702702702702703; 0.8438155136268344; 0.8742138364779874
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.725      0.68487395 0.75210084 0.72268908 0.66806723]; 0.6201117318435754; 0.5782122905027933; 0.8244234800838575; 0.9591836734693876; 0.9463087248322147; 0.9597315436241611; 0.6304347826086957; 0.6270270270270271; 0.6198718950164037; 0.5597667638483964; 0.5549132947976878; 0.5774566473988438; 0.8224695283518813; 0.8134171907756813; 0.8244234800838574
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51680672 0.53781513 0.54621849 0.50840336 0.53781513]; 0.5376044568245125; 0.49303621169916434; 0.6284067085953878; 0.7150749802683505; 0.761344537815126; 0.6966386554621848; 0.5829145728643216; 0.6408839779005525; 0.5367341237817369; 0.5404040404040404; 0.601123595505618; 0.4939319634986653; 0.655992236778263; 0.7085953878406709; 0.6284067085953879
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51680672 0.4789916  0.52521008 0.51260504 0.48305085]; 0.5277777777777778; 0.5027777777777778; 0.8170859538784067; 1.0; 1.0; 1.0; 0.5595854922279792; 0.6033519553072626; 0.5281953146702059; 0.5175202156334232; 0.5303867403314917; 0.5026235377635112; 0.8205655526992288; 0.8364779874213837; 0.8170859538784067
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.52941176 0.5        0.46638655 0.51680672 0.48739496]; 0.48467966573816157; 0.5431754874651811; 0.810796645702306; 0.9899497487437187; 0.9932773109243698; 0.9899159663865547; 0.49035812672176315; 0.52046783625731; 0.48629774791588903; 0.5794871794871795; 0.601063829787234; 0.540297996764962; 0.8145865434001028; 0.8312368972746331; 0.810796645702306
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.775      0.78151261 0.79831933 0.78571429 0.70588235]; 0.61731843575419; 0.6396648044692738; 0.7541928721174004; 0.8236316246741963; 0.7953020134228188; 0.8296979865771812; 0.6327077747989275; 0.6781609195402298; 0.618971764117941; 0.6717557251908397; 0.717391304347826; 0.6374312843578211; 0.7553468961919666; 0.7589098532494759; 0.7541928721174005
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; 10; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.77916667 0.77916667 0.77083333 0.74583333 0.7875    ]; 0.596045197740113; 0.6214689265536724; 0.8191823899371069; 0.9427609427609427; 0.9333333333333333; 0.9433333333333334; 0.6166219839142091; 0.6388888888888888; 0.5953065134099617; 0.649214659685864; 0.7126436781609196; 0.6229885057471265; 0.8224395265054041; 0.8375262054507338; 0.8191823899371069
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68907563 0.7394958  0.75210084 0.7394958  0.72689076]; 0.6685236768802229; 0.6573816155988857; 0.8134171907756813; 0.9006968641114983; 0.8689075630252101; 0.9042016806722689; 0.6956521739130436; 0.7472527472527473; 0.6674116843608369; 0.6684636118598383; 0.7005649717514124; 0.657974793568014; 0.8136125654450261; 0.8144654088050315; 0.8134171907756813
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.53146853 0.54895105 0.57692308 0.54195804 0.52097902]; 0.5481171548117155; 0.5271966527196653; 0.5550314465408805; 0.4075471698113208; 0.3020979020979021; 0.5608391608391607; 0.32499999999999996; 0.2184873949579832; 0.5467436974789917; 0.2802547770700637; 0.18333333333333332; 0.5286414565826331; 0.383442265795207; 0.27672955974842767; 0.5550314465408804
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; 12; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73958333 0.69097222 0.75       0.68181818 0.71678322]; 0.6313559322033898; 0.5932203389830508; 0.9019916142557652; 0.9972183588317107; 0.9986072423398329; 0.9972144846796657; 0.6614785992217899; 0.6538461538461539; 0.6288098693759071; 0.5752212389380531; 0.6132075471698113; 0.5950653120464441; 0.9026548672566371; 0.9088050314465409; 0.9019916142557652
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72377622 0.71328671 0.72027972 0.6993007  0.70774648]; 0.6333333333333333; 0.6416666666666667; 0.8668763102725366; 0.9438202247191012; 0.9411764705882353; 0.9439775910364144; 0.6879432624113475; 0.8290598290598291; 0.6381071503022723; 0.6884057971014492; 0.7723577235772358; 0.6383156139253701; 0.8718466195761857; 0.9056603773584906; 0.8668763102725366
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56293706 0.47552448 0.52447552 0.54545455 0.52816901]; 0.5041666666666667; 0.5416666666666666; 0.5382599580712788; 0.5226939970717424; 0.5; 0.5434173669467787; 0.4848484848484848; 0.4628099173553719; 0.504514202375165; 0.52991452991453; 0.5210084033613446; 0.5414959372178624; 0.5188421627525942; 0.4979035639412998; 0.5382599580712788
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.46853147 0.50699301 0.47552448 0.48251748 0.51056338]; 0.5041666666666667; 0.5208333333333334; 0.8773584905660378; 1.0; 1.0; 1.0; 0.5296442687747036; 0.5537190082644629; 0.5037502604347525; 0.5188284518828452; 0.5210084033613446; 0.5208347801930691; 0.878125; 0.8836477987421384; 0.8773584905660379
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.46853147 0.46853147 0.51398601 0.49647887]; 0.5375; 0.5083333333333333; 0.8768343815513627; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.5680933852140078; 0.5572519083969466; 0.5355066881434274; 0.5123966942148761; 0.5688073394495413; 0.5134113033125569; 0.8779220779220779; 0.8857442348008385; 0.8768343815513627
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74125874 0.75174825 0.6958042  0.74125874 0.72887324]; 0.7333333333333333; 0.6791666666666667; 0.7410901467505241; 0.7413919413919414; 0.7086834733893558; 0.7528011204481795; 0.7310924369747899; 0.75; 0.7338709677419355; 0.6637554585152838; 0.6129032258064516; 0.6814516129032258; 0.730349344978166; 0.7012578616352201; 0.7410901467505241
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; 12; ica_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73611111 0.73263889 0.68402778 0.74125874 0.76923077]; 0.6822033898305084; 0.711864406779661; 0.8574423480083857; 0.908445706174592; 0.8913649025069638; 0.91016713091922; 0.7081712062256809; 0.7459016393442623; 0.6799683635317803; 0.7118644067796609; 0.7368421052631579; 0.7126833477135462; 0.8569926393270243; 0.8542976939203354; 0.8574423480083858
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.73263889 0.74305556 0.72916667 0.76388889 0.70629371]; 0.625531914893617; 0.6; 0.8453878406708596; 0.9196872778962332; 0.8998609179415855; 0.9214186369958276; 0.5849056603773585; 0.5391304347826087; 0.623731884057971; 0.5948275862068966; 0.575; 0.6005434782608695; 0.8406266882766072; 0.8155136268343816; 0.8453878406708595
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.63541667 0.65625    0.65625    0.71875   ]; 0.61875; 0.6125; 0.66; 0.6208651399491094; 0.5083333333333333; 0.6895833333333333; 0.5547445255474452; 0.4523809523809524; 0.6275062656641602; 0.5633802816901409; 0.5194805194805194; 0.6091378501017055; 0.5952380952380952; 0.49875311720698257; 0.660404127525797
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.625      0.69791667 0.69791667 0.72340426 0.72340426]; 0.6012658227848101; 0.7151898734177216; 0.8636363636363636; 1.0; 1.0; 1.0; 0.5771812080536912; 0.5972222222222222; 0.60093669250646; 0.7272727272727274; 0.7692307692307693; 0.7158653846153845; 0.8632911392405063; 0.8788659793814433; 0.8639379401857711
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.67708333 0.65625    0.75       0.69791667]; 0.58125; 0.575; 0.82875; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.5379310344827586; 0.46987951807228917; 0.5855891096854953; 0.46875; 0.410958904109589; 0.5618012911352542; 0.8175765645805593; 0.7752525252525253; 0.8282203220322033
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.57291667 0.55208333 0.52083333 0.5        0.45744681]; 0.4591194968553459; 0.4716981132075472; 0.5917085427135679; 0.6906187624750499; 0.7238493723849372; 0.6757322175732217; 0.4556962025316456; 0.47368421052631576; 0.4597336715282181; 0.5058823529411764; 0.4942528735632184; 0.4693486590038314; 0.6079613992762364; 0.6268656716417911; 0.5913516175467839
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.53125    0.54166667 0.58333333 0.4787234  0.4787234 ]; 0.46835443037974683; 0.5759493670886076; 0.8093434343434344; 1.0; 1.0; 1.0; 0.45454545454545453; 0.4375; 0.46875; 0.5988023952095809; 0.6024096385542169; 0.5745381526104417; 0.8105395232120451; 0.8054862842892768; 0.8093927585129248
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.42708333 0.54166667 0.53125    0.53191489 0.53191489]; 0.4936708860759494; 0.4873417721518987; 0.7916666666666666; 0.9916317991631799; 0.9957983193277311; 0.9915966386554622; 0.5061728395061729; 0.5125; 0.4934294871794871; 0.49056603773584906; 0.4936708860759494; 0.4873417721518987; 0.7934918648310387; 0.7984886649874056; 0.791649395784842
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.77083333 0.73404255 0.78723404 0.73404255]; 0.6772151898734177; 0.6329113924050633; 0.7506329113924051; 0.8253968253968254; 0.8776371308016878; 0.8143459915611814; 0.7052023121387283; 0.7261904761904762; 0.673906048906049; 0.6627906976744184; 0.6705882352941176; 0.6298146655922643; 0.7679623085983511; 0.8029556650246306; 0.7491340825123153
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.6875     0.69791667 0.69148936 0.73404255]; 0.7025316455696202; 0.689873417721519; 0.8737373737373737; 0.9915966386554622; 0.9915966386554622; 0.9915966386554622; 0.6967741935483871; 0.675; 0.7028846153846154; 0.6993865030674846; 0.7037037037037037; 0.6895141895141895; 0.8740554156171284; 0.8696741854636592; 0.8737683904417533
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.77083333 0.74468085 0.74468085 0.74468085]; 0.6265822784810127; 0.5886075949367089; 0.8291139240506329; 0.9766454352441614; 0.9704641350210971; 0.9767932489451477; 0.6549707602339181; 0.6666666666666666; 0.6238738738738738; 0.5751633986928105; 0.6111111111111112; 0.5904392764857881; 0.830188679245283; 0.8396946564885496; 0.8291672274886072
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.63888889 0.63888889 0.65277778 0.67361111 0.65972222]; 0.5958333333333333; 0.5958333333333333; 0.6416666666666667; 0.5888501742160279; 0.46944444444444444; 0.6722222222222223; 0.5358851674641149; 0.4827586206896552; 0.5921857619577309; 0.5570776255707762; 0.46923076923076923; 0.6073426573426574; 0.5708582834331337; 0.47194719471947194; 0.6433810047671435
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.63194444 0.71527778 0.68055556 0.66666667]; 0.625; 0.6208333333333333; 0.8491666666666666; 1.0; 1.0; 1.0; 0.6564885496183206; 0.7543859649122807; 0.6311612364243944; 0.6539923954372624; 0.6991869918699187; 0.6188242651657286; 0.8546184738955822; 0.8911222780569514; 0.849375401051693
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.66666667 0.6875     0.69014085 0.67605634]; 0.6050420168067226; 0.5756302521008403; 0.8171140939597316; 0.9680111265646731; 0.9720670391061452; 0.9678770949720671; 0.6384615384615385; 0.7033898305084746; 0.6058615819209039; 0.6130268199233717; 0.6722689075630253; 0.5756302521008403; 0.8241935483870968; 0.8588235294117647; 0.81718395901074
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.47916667 0.5        0.54861111 0.47916667 0.53521127]; 0.46443514644351463; 0.502092050209205; 0.7642140468227425; 0.9525101763907733; 0.9777158774373259; 0.9512534818941505; 0.43859649122807015; 0.42735042735042733; 0.4636752136752137; 0.5062240663900415; 0.48412698412698413; 0.5031254389661469; 0.7661691542288558; 0.7674418604651163; 0.7641923107039387
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.58333333 0.52112676 0.54929577 0.47887324 0.51408451]; 0.4810126582278481; 0.4430379746835443; 0.784991568296796; 1.0; 1.0; 1.0; 0.5020242914979757; 0.5486725663716814; 0.4840137025406793; 0.45454545454545453; 0.4954954954954955; 0.44616044616044614; 0.787676935886761; 0.8155172413793104; 0.7856464094685329
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.46527778 0.50694444 0.43055556 0.45138889 0.54166667]; 0.5333333333333333; 0.425; 0.7883333333333333; 0.9944289693593316; 0.9916666666666667; 0.9944444444444445; 0.5447154471544715; 0.5193798449612403; 0.5344646972553949; 0.3947368421052632; 0.4090909090909091; 0.4237762237762238; 0.7869127516778524; 0.7829716193656093; 0.7883244120122556
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.70138889 0.67361111 0.65277778 0.65277778 0.80985915]; 0.6401673640167364; 0.6150627615062761; 0.7148829431438127; 0.7654676258992805; 0.7409470752089137; 0.7729805013927578; 0.6160714285714285; 0.6106194690265486; 0.6386430678466077; 0.5818181818181818; 0.5203252032520326; 0.6179212223156715; 0.7006145741878841; 0.6705882352941176; 0.7146618381129489
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.63194444 0.61805556 0.70833333 0.6875    ]; 0.65; 0.7416666666666667; 0.8275; 0.9149232914923291; 0.9111111111111111; 0.9152777777777777; 0.625; 0.5691056910569106; 0.6520742130498228; 0.7459016393442623; 0.7520661157024794; 0.7415792763386346; 0.8253164556962026; 0.8096026490066225; 0.82762011644962
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.70138889 0.73611111 0.69444444 0.71527778]; 0.5833333333333334; 0.6083333333333333; 0.8258333333333333; 0.9790794979079498; 0.975; 0.9791666666666667; 0.5867768595041322; 0.5916666666666667; 0.5833333333333333; 0.6083333333333333; 0.5793650793650794; 0.609857978279031; 0.8256880733944953; 0.8168316831683168; 0.8259242590925757
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; 8; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.54210526 0.51578947 0.53157895 0.53684211 0.51578947]; 0.5569620253164557; 0.4810126582278481; 0.5252844500632111; 0.2512562814070352; 0.15789473684210525; 0.5294736842105263; 0.2222222222222222; 0.12987012987012986; 0.5464165464165465; 0.19607843137254902; 0.11494252873563218; 0.5222599967621823; 0.23445463812436287; 0.1432129514321295; 0.5311700187199158
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.66666667 0.68421053 0.68421053 0.67894737]; 0.610062893081761; 0.660377358490566; 0.8540880503144654; 1.0; 1.0; 1.0; 0.6196319018404908; 0.6121212121212121; 0.609982174688057; 0.6687116564417178; 0.689873417721519; 0.6605617088607595; 0.8555417185554172; 0.85875; 0.8540585443037975
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.68229167 0.69270833 0.61458333 0.68947368 0.75263158]; 0.60062893081761; 0.6132075471698113; 0.8190954773869347; 0.9599156118143459; 0.9518828451882845; 0.9602510460251046; 0.6318840579710145; 0.6942675159235668; 0.6017921430549512; 0.6666666666666667; 0.7935483870967742; 0.6176330892539086; 0.8267148014440433; 0.8696202531645569; 0.8194734682281638
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.49479167 0.53684211 0.51578947 0.51578947 0.55789474]; 0.5205047318611987; 0.4794952681388013; 0.592686002522068; 0.6857688634192932; 0.7542016806722689; 0.6544117647058824; 0.5730337078651684; 0.6; 0.5142857142857143; 0.5352112676056339; 0.5900621118012422; 0.4777233635929288; 0.6325369738339023; 0.6889714993804213; 0.5909555828095945
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.55729167 0.55729167 0.46875    0.578125   0.56315789]; 0.45454545454545453; 0.49216300940438873; 0.7894736842105263; 1.0; 1.0; 1.0; 0.43870967741935485; 0.4503311258278146; 0.454332229580574; 0.5000000000000001; 0.47928994082840237; 0.4929783037475345; 0.7889447236180905; 0.785982478097622; 0.7894780646447959
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.50520833 0.453125   0.44736842 0.48421053 0.52631579]; 0.5157232704402516; 0.4779874213836478; 0.7937106918238994; 0.9915966386554623; 0.989517819706499; 0.9916142557651991; 0.5389221556886229; 0.5625; 0.5154272151898734; 0.5029940119760479; 0.5029940119760479; 0.4766625689019312; 0.7975308641975308; 0.8034825870646766; 0.7935987998936614
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69270833 0.69791667 0.609375   0.671875   0.71578947]; 0.6865203761755486; 0.6739811912225705; 0.6829573934837093; 0.7289048473967684; 0.8475991649269311; 0.6847599164926932; 0.7076023391812865; 0.75625; 0.6863011006289308; 0.6749999999999999; 0.6878980891719745; 0.6741959581662341; 0.7150900900900901; 0.7977386934673367; 0.6832443467336684
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.67708333 0.7        0.72105263 0.73684211 0.71578947]; 0.6277602523659306; 0.6277602523659306; 0.8366960907944514; 0.9755058572949947; 0.9621848739495799; 0.975840336134454; 0.6424242424242425; 0.6127167630057804; 0.6292750481695568; 0.6066666666666667; 0.6275862068965518; 0.627746591820369; 0.8349267049075844; 0.8249370277078085; 0.8367109380963285
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65104167 0.72395833 0.69270833 0.66666667 0.74736842]; 0.6112852664576802; 0.664576802507837; 0.8070175438596491; 0.9192025183630641; 0.9144050104384134; 0.919624217118998; 0.6395348837209301; 0.6790123456790124; 0.6102068097821813; 0.701949860724234; 0.7636363636363637; 0.6610389610389611; 0.8140096618357489; 0.8362282878411911; 0.8067217388573044
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.53333333 0.5        0.59243697 0.54201681 0.58823529]; 0.5686274509803921; 0.5406162464985994; 0.5545073375262054; 0.3741176470588235; 0.2663316582914573; 0.5544388609715243; 0.4166666666666667; 0.30386740331491713; 0.572388247112004; 0.3492063492063492; 0.25; 0.5366022099447514; 0.3777452415812591; 0.27044025157232704; 0.5545073375262054
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; 10; ica_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.72083333 0.7        0.7375     0.725      0.7375    ]; 0.6610169491525424; 0.596045197740113; 0.8621593291404612; 1.0; 1.0; 1.0; 0.6685082872928177; 0.6470588235294118; 0.6618527650581191; 0.5431309904153354; 0.5089820359281437; 0.591389413685997; 0.8597333333333333; 0.8448637316561844; 0.8621593291404612
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.66806723 0.64285714 0.67647059 0.66101695]; 0.6194444444444445; 0.6305555555555555; 0.8207547169811321; 0.9400000000000001; 0.9494949494949495; 0.9393939393939393; 0.6513994910941476; 0.7032967032967034; 0.6185022842326214; 0.6699751861042182; 0.7584269662921348; 0.6319607358933201; 0.8286573146292585; 0.8668763102725366; 0.8207547169811321
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.4875     0.54583333 0.5210084  0.55882353 0.55882353]; 0.5042016806722689; 0.5042016806722689; 0.5487421383647799; 0.5707027942421676; 0.5644891122278057; 0.5753768844221105; 0.5069637883008355; 0.5055555555555555; 0.5041902071563088; 0.5014084507042254; 0.5028248587570622; 0.5041902071563089; 0.545646437994723; 0.5419287211740041; 0.5487421383647798
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.54201681 0.51260504 0.50420168 0.51680672 0.55462185]; 0.48467966573816157; 0.47075208913649025; 0.8034591194968553; 1.0; 1.0; 1.0; 0.4903581267217631; 0.478494623655914; 0.4849120517123501; 0.4722222222222222; 0.4913294797687861; 0.4714711914972963; 0.8039728175640355; 0.8060796645702306; 0.8034591194968553
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.49583333 0.5        0.5125     0.5        0.49579832]; 0.4676056338028169; 0.5126760563380282; 0.8024109014675053; 0.987510407993339; 0.989983305509182; 0.9874791318864774; 0.4764542936288089; 0.47513812154696133; 0.46745411824474503; 0.5207756232686981; 0.5402298850574713; 0.5132088651806693; 0.8039521580863235; 0.810272536687631; 0.8024109014675053
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64583333 0.67083333 0.72689076 0.72689076 0.70588235]; 0.6498599439775911; 0.6414565826330533; 0.6844863731656184; 0.7160292921074044; 0.7370184254606366; 0.7077051926298157; 0.6518105849582173; 0.6324324324324324; 0.6505185417976116; 0.630057803468208; 0.6337209302325582; 0.6411847894406034; 0.6887280248190278; 0.6981132075471698; 0.6844863731656183
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; 10; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.64583333 0.7125     0.675      0.64583333 0.69166667]; 0.6468926553672316; 0.6892655367231638; 0.8343815513626834; 0.9309462915601024; 0.91; 0.9325; 0.6153846153846153; 0.5586592178770949; 0.6479010375099761; 0.6496815286624203; 0.5828571428571429; 0.6880766161213088; 0.8256070640176599; 0.7840670859538784; 0.8343815513626835
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65546218 0.63445378 0.72268908 0.66386555 0.68907563]; 0.6434540389972145; 0.6545961002785515; 0.8238993710691824; 0.9291736930860034; 0.9260504201680673; 0.9294117647058824; 0.6559139784946236; 0.6666666666666666; 0.6429924242424243; 0.6593406593406593; 0.6818181818181818; 0.6551167411823149; 0.8251821019771072; 0.8312368972746331; 0.8238993710691824
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; 12; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.54166667 0.54895105 0.53146853 0.51748252 0.53146853]; 0.49159663865546216; 0.5210084033613446; 0.5319706498951782; 0.32719836400818; 0.22346368715083798; 0.5405027932960894; 0.14184397163120566; 0.07936507936507936; 0.5173611111111112; 0.12307692307692308; 0.07142857142857142; 0.49603174603174605; 0.28502802241793435; 0.18658280922431866; 0.5319706498951783
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73611111 0.67708333 0.71328671 0.71678322 0.68181818]; 0.5991561181434599; 0.620253164556962; 0.8977987421383647; 0.9930555555555556; 0.99721059972106; 0.9930264993026499; 0.5777777777777778; 0.5462184873949579; 0.599380430138157; 0.5945945945945946; 0.559322033898305; 0.619997151402934; 0.8966613672496025; 0.8867924528301887; 0.8977987421383649
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.72916667 0.69791667 0.71180556 0.64236111 0.68402778]; 0.6923076923076923; 0.6196581196581197; 0.8878406708595388; 0.9634734665747761; 0.9708333333333333; 0.9631944444444445; 0.7049180327868853; 0.7107438016528925; 0.691655086667154; 0.6113537117903929; 0.6194690265486725; 0.6196518686462371; 0.8887733887733887; 0.8962264150943396; 0.8878406708595388
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; 12; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52083333 0.5        0.48958333 0.50699301 0.48601399]; 0.5042372881355932; 0.4703389830508475; 0.5131027253668763; 0.657356608478803; 0.9178272980501393; 0.5215877437325905; 0.6377708978328174; 0.8956521739130435; 0.5139417894358606; 0.6130030959752322; 0.8181818181818182; 0.46126482213438735; 0.6495662014334213; 0.9025157232704403; 0.5131027253668763
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.52083333 0.46875    0.46153846 0.52447552 0.53846154]; 0.4810126582278481; 0.5189873417721519; 0.8757861635220126; 1.0; 1.0; 1.0; 0.45333333333333337; 0.425; 0.4817307692307692; 0.5086206896551724; 0.5042735042735043; 0.5188034188034187; 0.8746694870438921; 0.8668763102725366; 0.8757861635220124
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.5        0.52097902 0.48601399 0.50352113]; 0.4666666666666667; 0.5; 0.8626834381551363; 0.9901685393258427; 0.9873949579831933; 0.9901960784313726; 0.48387096774193555; 0.49586776859504134; 0.46642127925550386; 0.5121951219512196; 0.5294117647058824; 0.5002430724355857; 0.8633993743482795; 0.8679245283018868; 0.8626834381551363
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.71180556 0.72916667 0.6958042  0.67132867 0.6993007 ]; 0.6540084388185654; 0.6413502109704642; 0.7185534591194969; 0.7416201117318436; 0.7405857740585774; 0.7419804741980475; 0.7007299270072993; 0.8; 0.6521367521367522; 0.6743295019157088; 0.7521367521367521; 0.6427350427350427; 0.7269954245043213; 0.749475890985325; 0.7185534591194969
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.6875     0.72727273 0.75174825 0.6993007  0.6958042 ]; 0.6050420168067226; 0.5798319327731093; 0.8233752620545073; 0.8992248062015504; 0.8910614525139665; 0.9001396648044693; 0.5523809523809524; 0.46774193548387094; 0.6110639501980759; 0.49494949494949503; 0.4298245614035088; 0.5737832484436899; 0.8155446086480569; 0.7809224318658281; 0.8233752620545074
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70138889 0.70138889 0.71328671 0.62237762 0.70629371]; 0.6286919831223629; 0.6455696202531646; 0.8464360587002097; 0.9164941338854383; 0.9260808926080892; 0.9156206415620641; 0.6173913043478261; 0.6228070175438597; 0.6284766795036372; 0.6842105263157895; 0.7398373983739838; 0.6418485237483953; 0.8493573264781491; 0.8658280922431866; 0.8464360587002095
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.88541667 0.96875    0.90625    0.96875   ]; 0.50625; 0.54375; 0.81; 1.0; 1.0; 1.0; 0.658008658008658; 0.8941176470588236; 0.4803921568627451; 0.6784140969162995; 0.9746835443037974; 0.5490701672136271; 0.8379530916844349; 0.9727722772277227; 0.8083558355835583
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.96875    0.94791667 0.98958333 0.9787234  0.89361702]; 0.6139240506329114; 0.5506329113924051; 0.8333333333333334; 1.0; 1.0; 1.0; 0.6666666666666667; 0.7721518987341772; 0.6139240506329114; 0.6467661691542288; 0.8024691358024691; 0.5440917107583774; 0.8465116279069768; 0.914572864321608; 0.8329209499273015
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.96875    0.92708333 0.97916667 0.94791667 0.94680851]; 0.5723270440251572; 0.6037735849056604; 0.8341708542713567; 0.9979035639412999; 0.99581589958159; 0.997907949790795; 0.6136363636363635; 0.6923076923076923; 0.5745489078822412; 0.6440677966101694; 0.7215189873417721; 0.6045094936708861; 0.8409638554216867; 0.8813131313131313; 0.8344065656565656
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.82291667 0.89583333 0.8125     0.80208333]; 0.45; 0.49375; 0.78875; 1.0; 1.0; 1.0; 0.5643564356435644; 0.7307692307692307; 0.45684803001876173; 0.6048780487804879; 0.8493150684931506; 0.5223586836718627; 0.8094701240135287; 0.9181585677749361; 0.7915976212957809
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.86458333 0.875      0.92708333 0.86458333 0.90625   ]; 0.4875; 0.49375; 0.79625; 1.0; 1.0; 1.0; 0.5684210526315789; 0.6835443037974683; 0.48992030004688236; 0.5621621621621622; 0.7222222222222222; 0.514520202020202; 0.8093567251461988; 0.8849104859335039; 0.7982009642381456
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.91666667 0.84375    0.84375    0.84375   ]; 0.5375; 0.5125; 0.80875; 0.997920997920998; 1.0; 0.9979166666666667; 0.6442307692307693; 0.8072289156626506; 0.5269910812079487; 0.606060606060606; 0.7317073170731707; 0.5068792995622263; 0.8275084554678693; 0.9061728395061729; 0.807516799499922
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.9375     0.95833333 0.94791667 0.96875   ]; 0.575; 0.55; 0.82375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6136363636363636; 0.6067415730337079; 0.5709764203196709; 0.5555555555555555; 0.6081081081081081; 0.5540540540540541; 0.8274173806609546; 0.8387096774193549; 0.8236369545786951
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.94791667 0.92708333 0.9375     0.9375    ]; 0.525; 0.53125; 0.80625; 0.9916317991631799; 0.9875; 0.9916666666666667; 0.5777777777777778; 0.6753246753246753; 0.5304334219996871; 0.5454545454545455; 0.6617647058823529; 0.5482736572890026; 0.8116646415552855; 0.8675324675324675; 0.8084650289469567
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.90425532 0.93617021 0.95744681 0.92553191 0.9787234 ]; 0.48717948717948717; 0.5448717948717948; 0.8069053708439897; 1.0; 1.0; 1.0; 0.5000000000000001; 0.5633802816901409; 0.49345484672742346; 0.6077348066298343; 0.6547619047619048; 0.5357142857142857; 0.8138101109741059; 0.8461538461538461; 0.8070054945054945
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.95138889 0.9375     0.95138889 0.94444444 0.97916667]; 0.4791666666666667; 0.5666666666666667; 0.8066666666666666; 0.9958275382475661; 0.9944444444444445; 0.9958333333333333; 0.5874587458745875; 0.7478991596638656; 0.48138759636085837; 0.6578947368421052; 0.8547008547008547; 0.5736918907650616; 0.8250377073906484; 0.9177852348993288; 0.8074025512244988
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.9375     0.9375     0.91666667 0.95138889 0.95138889]; 0.5875; 0.5958333333333333; 0.8366666666666667; 1.0; 1.0; 1.0; 0.6837060702875398; 0.8492063492063492; 0.5737259816207185; 0.6959247648902821; 0.8538461538461538; 0.5723776223776225; 0.8550295857988165; 0.9383116883116883; 0.8338818715531043
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.95138889 0.91666667 0.95833333 0.91549296 0.96478873]; 0.5588235294117647; 0.5672268907563025; 0.825503355704698; 1.0; 1.0; 1.0; 0.6181818181818182; 0.7327586206896551; 0.5631006218202375; 0.6113207547169811; 0.6982758620689655; 0.5704494064443189; 0.8343949044585988; 0.888135593220339; 0.8261275972746214
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.81944444 0.81944444 0.78873239 0.73943662 0.85211268]; 0.5252100840336135; 0.46218487394957986; 0.7773109243697479; 0.9666666666666667; 0.9747899159663865; 0.9663865546218489; 0.614334470989761; 0.6818181818181818; 0.5060034305317324; 0.5428571428571428; 0.6229508196721312; 0.45802713397399664; 0.7950502706883217; 0.8412438625204582; 0.7755442110529752
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.93055556 0.89583333 0.82394366 0.85915493 0.85211268]; 0.4495798319327731; 0.5126050420168067; 0.7924369747899159; 1.0; 1.0; 1.0; 0.5435540069686411; 0.7155963302752294; 0.4702012659128085; 0.6027397260273973; 0.7394957983193278; 0.5126050420168068; 0.8089713843774168; 0.8940170940170941; 0.794115985025076
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.78169014 0.92253521 0.83802817 0.88732394 0.84507042]; 0.4703389830508475; 0.5; 0.7944162436548223; 1.0; 1.0; 1.0; 0.5791245791245792; 0.6825396825396826; 0.4549062049062049; 0.5785714285714285; 0.680672268907563; 0.49845579257343964; 0.8111888111888113; 0.87; 0.7932474226804124
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.93055556 0.95833333 0.96527778 0.97916667 0.95138889]; 0.5; 0.5166666666666667; 0.8016666666666666; 0.9972222222222222; 0.9972222222222222; 0.9972222222222222; 0.5121951219512195; 0.525; 0.49999999999999994; 0.5572519083969466; 0.6759259259259259; 0.5311447811447811; 0.8061889250814331; 0.8418367346938775; 0.8024543150593569
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.90972222 0.90972222 0.93055556 0.94444444 0.94366197]; 0.5230125523012552; 0.5439330543933054; 0.8135451505016722; 1.0; 1.0; 1.0; 0.6174496644295302; 0.7419354838709677; 0.514446002805049; 0.6202090592334495; 0.7295081967213115; 0.539967773574331; 0.8288564850345357; 0.8925619834710744; 0.8126092489267385
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.86805556 0.94444444 0.91549296 0.91549296 0.91549296]; 0.5840336134453782; 0.6008403361344538; 0.8344537815126051; 0.99581589958159; 1.0; 0.9957983193277311; 0.5560538116591929; 0.5585585585585585; 0.5824288855784919; 0.6184738955823293; 0.6015625; 0.60078125; 0.834314550042052; 0.8322147651006712; 0.834457550900504
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.95263158 0.93684211 0.94736842 0.92631579 0.94680851]; 0.5474683544303798; 0.5569620253164557; 0.8208860759493671; 1.0; 1.0; 1.0; 0.6166219839142091; 0.732484076433121; 0.5486319753234787; 0.6585365853658536; 0.7988165680473372; 0.5388640663365938; 0.8365106874638938; 0.905; 0.8198076923076923
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.91666667 0.97395833 0.95789474 0.91578947 0.95789474]; 0.5691823899371069; 0.559748427672956; 0.8257861635220126; 1.0; 1.0; 1.0; 0.6422976501305484; 0.7884615384615384; 0.5732431149097815; 0.6618357487922705; 0.8303030303030303; 0.5491384432560904; 0.8418046830382638; 0.9235588972431078; 0.8254158122579175
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.95263158 0.94210526 0.92631579 0.92631579 0.93684211]; 0.5632911392405063; 0.6265822784810127; 0.8369152970922883; 0.9978902953586498; 0.9957894736842106; 0.9978947368421053; 0.6011560693641619; 0.6709677419354839; 0.5652975355640153; 0.6628571428571429; 0.7483870967741936; 0.6288519334802646; 0.843065693430657; 0.8828025477707007; 0.8372607469091897
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.86315789 0.87368421 0.83684211 0.83684211 0.83684211]; 0.5569620253164557; 0.5158227848101266; 0.8141592920353983; 0.9989462592202318; 0.9978947368421053; 0.9989473684210526; 0.6464646464646464; 0.8205128205128205; 0.5602564102564103; 0.6046511627906977; 0.78; 0.5285542168674698; 0.8302540415704388; 0.9206145966709347; 0.8154883220558169
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.86979167 0.83333333 0.87368421 0.85789474 0.83684211]; 0.5125786163522013; 0.4528301886792453; 0.7930817610062894; 1.0; 1.0; 1.0; 0.6153846153846153; 0.7848101265822784; 0.5142800632911393; 0.5735294117647058; 0.740506329113924; 0.454628164556962; 0.8135977337110482; 0.905422446406053; 0.7933636698780578
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.828125   0.78645833 0.86979167 0.80729167 0.86979167]; 0.4875; 0.559375; 0.809375; 1.0; 1.0; 1.0; 0.5543478260869564; 0.6375; 0.48750000000000004; 0.5840707964601771; 0.6346153846153846; 0.5612101313320825; 0.8170365926814638; 0.8555276381909548; 0.8096046151153778
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.91145833 0.9        0.89473684 0.94210526 0.87894737]; 0.5362776025236593; 0.5236593059936908; 0.7831021437578815; 0.9523809523809523; 0.9663865546218487; 0.9516806722689076; 0.5083612040133779; 0.5277777777777778; 0.5355651894669236; 0.5049180327868852; 0.47530864197530864; 0.5247510951812027; 0.780891719745223; 0.7838874680306905; 0.7831128882442011
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.89583333 0.89583333 0.93684211 0.93157895 0.97894737]; 0.5786163522012578; 0.5440251572327044; 0.8232704402515724; 0.997907949790795; 1.0; 0.9979035639412999; 0.6104651162790697; 0.621301775147929; 0.575751558714904; 0.5645645645645646; 0.6308724832214765; 0.5491640522616258; 0.8279240661359462; 0.8503144654088051; 0.8232704402515724
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.921875   0.91666667 0.94210526 0.92105263 0.91052632]; 0.5440251572327044; 0.5377358490566038; 0.8138364779874214; 0.9957894736842106; 0.9916142557651991; 0.9958071278825995; 0.5983379501385042; 0.675; 0.5431962025316456; 0.5835694050991501; 0.7006802721088435; 0.549170545411147; 0.8221153846153847; 0.8724489795918368; 0.8146364004658936
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.95       0.95798319 0.94957983 0.94117647 0.97058824]; 0.5782122905027933; 0.5502793296089385; 0.8359538784067087; 0.9991603694374475; 0.9983221476510067; 0.9991610738255033; 0.6780383795309168; 0.888268156424581; 0.5782122905027933; 0.6581740976645435; 0.8659217877094972; 0.5502793296089385; 0.8531206006569685; 0.9528301886792453; 0.8359538784067087
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.9375     0.96218487 0.94957983 0.91596639 0.92857143]; 0.5642458100558659; 0.6061452513966481; 0.8443396226415094; 1.0; 1.0; 1.0; 0.638888888888889; 0.8625; 0.5928661616161617; 0.6901098901098902; 0.7929292929292929; 0.5839646464646464; 0.8571428571428572; 0.9339622641509434; 0.8443396226415095
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92857143 0.88235294 0.92016807 0.94117647 0.88983051]; 0.6111111111111112; 0.525; 0.8370020964360587; 1.0; 1.0; 1.0; 0.6929824561403509; 0.797979797979798; 0.5903479236812571; 0.5976470588235295; 0.7839506172839507; 0.5485409652076318; 0.8496858385693572; 0.9213836477987422; 0.8370020964360587
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.82916667 0.8375     0.8625     0.80416667 0.81932773]; 0.48450704225352115; 0.48169014084507045; 0.8066037735849056; 0.9983277591973244; 0.996661101836394; 0.998330550918197; 0.5869074492099323; 0.7065217391304348; 0.476067887109077; 0.5445544554455446; 0.6432748538011696; 0.4873982964658022; 0.8193832599118943; 0.8773584905660378; 0.8066037735849056
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.85       0.8375     0.8697479  0.81092437 0.86554622]; 0.4733893557422969; 0.4677871148459384; 0.8018867924528302; 1.0; 1.0; 1.0; 0.5668202764976958; 0.7028571428571428; 0.4778021978021978; 0.5560747663551402; 0.6538461538461539; 0.46406593406593405; 0.8161478599221791; 0.8794549266247379; 0.8018867924528301
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.81512605 0.85294118 0.75630252 0.80672269 0.83898305]; 0.5055555555555555; 0.46111111111111114; 0.7966457023060797; 0.9865319865319865; 0.9865319865319865; 0.9865319865319866; 0.5898617511520737; 0.6844919786096256; 0.49831535346666256; 0.5314009661835749; 0.6358381502890174; 0.4676516954653643; 0.8094302554027505; 0.8637316561844863; 0.7966457023060797
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; 10; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.9375     0.89583333 0.93333333 0.93333333 0.9125    ]; 0.5875706214689266; 0.5225988700564972; 0.8275681341719078; 0.9882943143812708; 0.985; 0.9883333333333333; 0.6439024390243903; 0.75; 0.5884831460674158; 0.5699745547073791; 0.6292134831460674; 0.5219931052093973; 0.8354177088544271; 0.8752620545073375; 0.8275681341719078
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.93333333 0.92436975 0.92436975 0.90336134 0.93697479]; 0.5391061452513967; 0.5726256983240223; 0.8301886792452831; 0.9949832775919732; 0.9983221476510067; 0.9949664429530201; 0.5864661654135338; 0.6923076923076923; 0.5472120472120472; 0.6348448687350835; 0.7037037037037037; 0.5648696033311418; 0.8391261171797417; 0.8857442348008385; 0.8301886792452831
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.94166667 0.95833333 0.95833333 0.94537815 0.95798319]; 0.5140449438202247; 0.5842696629213483; 0.8291404612159329; 0.9958228905597327; 0.9966555183946488; 0.995819397993311; 0.6041189931350114; 0.6984126984126984; 0.5019009599847923; 0.6224489795918366; 0.7305389221556886; 0.5927826885910719; 0.839091806515301; 0.8909853249475891; 0.8291404612159329
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.95104895 0.95104895 0.94755245 0.93006993 0.97535211]; 0.5458333333333333; 0.5416666666666666; 0.8852201257861635; 1.0; 1.0; 1.0; 0.6726726726726727; 0.9180327868852459; 0.5395248680188942; 0.6686746987951808; 0.940677966101695; 0.5482078355098639; 0.8953655040611563; 0.9821802935010482; 0.8852201257861635
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.90909091 0.91258741 0.92307692 0.93706294 0.92605634]; 0.5291666666666667; 0.5458333333333333; 0.8836477987421384; 1.0; 1.0; 1.0; 0.6435331230283912; 0.85; 0.5291666666666667; 0.6561514195583596; 0.8666666666666667; 0.5458333333333334; 0.8923375363724538; 0.9643605870020965; 0.8836477987421383
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.95454545 0.93006993 0.93006993 0.94755245 0.92957746]; 0.6708333333333333; 0.625; 0.9077568134171907; 0.9951151430565248; 0.9985994397759104; 0.9950980392156863; 0.7208480565371025; 0.8360655737704918; 0.6680327868852459; 0.6853146853146853; 0.8305084745762712; 0.6283689913864963; 0.9120879120879121; 0.9570230607966457; 0.9077568134171908
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; 12; svd_trunc_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.82986111 0.83333333 0.82986111 0.82867133 0.81468531]; 0.5084745762711864; 0.4872881355932203; 0.8757861635220126; 1.0; 1.0; 1.0; 0.5735294117647058; 0.6610169491525424; 0.5084745762711864; 0.5724381625441696; 0.6864406779661016; 0.4872881355932203; 0.8809643395278753; 0.9192872117400419; 0.8757861635220126
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.86013986 0.82517483 0.78671329 0.84265734 0.79370629]; 0.4769874476987448; 0.5648535564853556; 0.8726415094339622; 0.99025069637883; 0.9944055944055944; 0.9902097902097903; 0.558303886925795; 0.7053571428571429; 0.49047384701912256; 0.6413793103448276; 0.7322834645669292; 0.5536417322834646; 0.8790443006470879; 0.9255765199161425; 0.8726415094339622
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78321678 0.8041958  0.82867133 0.86013986 0.82394366]; 0.5333333333333333; 0.5541666666666667; 0.8852201257861635; 1.0; 1.0; 1.0; 0.5254237288135593; 0.5794392523364486; 0.537839926920104; 0.6192170818505338; 0.6541353383458647; 0.5420209402009698; 0.8874035989717223; 0.9046121593291404; 0.8852201257861635
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94097222 0.93402778 0.91608392 0.92307692 0.94755245]; 0.5907172995780591; 0.6244725738396625; 0.8972746331236897; 0.9930555555555556; 0.99721059972106; 0.9930264993026499; 0.5570776255707763; 0.5350877192982456; 0.5886820710312367; 0.5972850678733032; 0.5365853658536586; 0.6279418057338468; 0.8957446808510638; 0.8825995807127882; 0.8972746331236897
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.90559441 0.92657343 0.8986014  0.91608392 0.91901408]; 0.5583333333333333; 0.5541666666666667; 0.8846960167714885; 0.9951014695591323; 0.9957983193277311; 0.9950980392156863; 0.6159420289855072; 0.7203389830508474; 0.5609891636565711; 0.6022304832713754; 0.6639344262295082; 0.5523061961656016; 0.8885511651469098; 0.9192872117400419; 0.8846960167714885
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.94055944 0.9020979  0.92307692 0.91958042 0.93356643]; 0.5690376569037657; 0.6108786610878661; 0.8909853249475891; 0.9916201117318435; 0.993006993006993; 0.9916083916083915; 0.6254545454545455; 0.7413793103448276; 0.573941687692739; 0.6593406593406594; 0.7317073170731707; 0.6072329688814129; 0.894949494949495; 0.9287211740041929; 0.8909853249475891
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.90625    0.90625    0.875      0.89583333]; 0.6625; 0.53125; 0.83875; 1.0; 1.0; 1.0; 0.7272727272727272; 0.9113924050632911; 0.6655727457415221; 0.6153846153846154; 0.8955223880597015; 0.5821697961803884; 0.8522336769759451; 0.9637305699481865; 0.8429763960852044
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.85416667 0.83333333 0.79787234 0.84042553 0.80851064]; 0.689873417721519; 0.6708860759493671; 0.8544303797468354; 0.9704641350210971; 0.9704641350210971; 0.9704641350210971; 0.7199999999999999; 0.7325581395348837; 0.6857235142118863; 0.6867469879518072; 0.75; 0.6737804878048781; 0.8588957055214724; 0.8771929824561403; 0.854197514245973
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.84375    0.86458333 0.88541667 0.89583333]; 0.64375; 0.65; 0.85375; 0.9917355371900827; 1.0; 0.9916666666666666; 0.6459627329192545; 0.6666666666666666; 0.6443089430894308; 0.6705882352941176; 0.6627906976744186; 0.6489629164047768; 0.856441717791411; 0.8638613861386139; 0.8536478647864787
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.61458333 0.64583333 0.73958333 0.70833333]; 0.53125; 0.55625; 0.76125; 0.9094567404426559; 0.9416666666666667; 0.90625; 0.61139896373057; 0.6082474226804123; 0.5104729176894125; 0.5748502994011977; 0.6575342465753424; 0.5643993071957172; 0.7771295215869313; 0.8121951219512196; 0.7599437148217636
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.67708333 0.65625    0.69148936 0.60638298 0.71276596]; 0.47468354430379744; 0.45569620253164556; 0.7822784810126582; 0.9936842105263158; 0.9957805907172996; 0.9936708860759493; 0.48447204968944096; 0.5416666666666666; 0.48013565891472865; 0.4880952380952381; 0.5694444444444444; 0.4649547803617571; 0.7860696517412935; 0.8293963254593176; 0.7838913167638886
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.61458333 0.625      0.67708333 0.59375   ]; 0.49375; 0.50625; 0.795; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.47058823529411764; 0.5; 0.49431818181818177; 0.5093167701863354; 0.5394736842105263; 0.5078320802005012; 0.7934508816120908; 0.8118556701030928; 0.7954909418476629
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.88541667 0.89583333 0.90425532 0.82978723 0.87234043]; 0.7468354430379747; 0.5189873417721519; 0.8139240506329114; 0.9333333333333332; 0.9156118143459916; 0.9345991561181435; 0.7674418604651162; 0.7764705882352941; 0.7443996776792908; 0.5476190476190476; 0.5897435897435898; 0.5198717948717949; 0.8173913043478261; 0.8225; 0.8138141025641026
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.88541667 0.9375     0.88541667 0.88297872 0.92553191]; 0.5759493670886076; 0.6265822784810127; 0.8282828282828283; 0.9786324786324787; 0.9621848739495799; 0.9789915966386555; 0.6378378378378379; 0.7283950617283951; 0.5719897386564053; 0.6549707602339181; 0.691358024691358; 0.6248997915664583; 0.8349514563106797; 0.86; 0.8279591836734694
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.90625    0.86458333 0.875      0.90625   ]; 0.69375; 0.60625; 0.85125; 0.9853862212943633; 0.9833333333333333; 0.9854166666666667; 0.6838709677419355; 0.7910447761194029; 0.7073503450489487; 0.6519337016574586; 0.7195121951219512; 0.6033458411507192; 0.8539877300613496; 0.8946015424164524; 0.8524102602593211
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.90972222 0.94444444 0.93055556 0.90277778 0.8943662 ]; 0.6234309623430963; 0.6861924686192469; 0.8411371237458194; 0.9656121045392022; 0.9777158774373259; 0.9651810584958217; 0.6484375; 0.8058252427184466; 0.6455596801827528; 0.740484429065744; 0.84251968503937; 0.6757241282339707; 0.8506289308176102; 0.9185059422750425; 0.8422842726202231
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.88888889 0.88028169 0.90140845 0.83802817 0.88028169]; 0.6919831223628692; 0.6877637130801688; 0.857504215851602; 0.9690140845070423; 0.9662921348314607; 0.9691011235955057; 0.7224334600760457; 0.7480314960629921; 0.6876521116678597; 0.704; 0.7719298245614035; 0.6908429610611895; 0.8618152085036794; 0.8827470686767169; 0.857332787309496
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.88888889 0.9084507  0.91549296 0.93661972 0.86619718]; 0.6371308016877637; 0.6624472573839663; 0.8448566610455311; 0.9747191011235955; 0.9747191011235955; 0.9747191011235956; 0.6791044776119404; 0.7222222222222222; 0.6313813813813814; 0.6825396825396826; 0.7610619469026548; 0.6668212960319725; 0.8506493506493505; 0.880672268907563; 0.8447354576348306
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.63888889 0.64583333 0.65277778 0.61805556 0.5625    ]; 0.55; 0.49166666666666664; 0.7616666666666667; 0.9243243243243242; 0.95; 0.9222222222222222; 0.6142857142857143; 0.6825396825396826; 0.5430242272347536; 0.5734265734265733; 0.6776859504132231; 0.49010347940829224; 0.7810107197549769; 0.8401976935749588; 0.760739656230987
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.625      0.59859155 0.6056338  0.57746479 0.55633803]; 0.4472573839662447; 0.5485232067510548; 0.7993254637436762; 1.0; 1.0; 1.0; 0.48627450980392156; 0.5794392523364486; 0.4589503953989935; 0.5962264150943396; 0.6370967741935484; 0.5442121039109336; 0.8068181818181818; 0.8466780238500852; 0.7997997798716203
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.61111111 0.61111111 0.59722222 0.625     ]; 0.475; 0.5666666666666667; 0.8083333333333333; 1.0; 1.0; 1.0; 0.496; 0.5391304347826087; 0.47756521739130436; 0.6312056737588653; 0.6742424242424242; 0.5547138047138047; 0.8162939297124601; 0.841845140032949; 0.8079377470822418
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.91666667 0.88194444 0.9084507  0.87323944 0.88732394]; 0.6386554621848739; 0.6092436974789915; 0.8126050420168067; 0.940379403794038; 0.9719887955182073; 0.9383753501400561; 0.6838235294117647; 0.8230088495575221; 0.647504424778761; 0.6713780918727914; 0.753968253968254; 0.6001984126984127; 0.8275328692962104; 0.8976510067114094; 0.8124618669920683
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.90140845 0.86619718 0.83098592 0.86619718 0.90140845]; 0.6186440677966102; 0.6822033898305084; 0.8401015228426396; 0.9654178674351584; 0.9436619718309859; 0.9661971830985916; 0.6808510638297872; 0.8275862068965517; 0.6221264367816092; 0.7368421052631579; 0.9130434782608695; 0.6879266978081208; 0.8501189532117367; 0.9146757679180887; 0.8407271457040107
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.91666667 0.87323944 0.8943662  0.87323944 0.84507042]; 0.6624472573839663; 0.6497890295358649; 0.845699831365936; 0.9716713881019831; 0.9634831460674157; 0.9719101123595505; 0.6638655462184874; 0.7181818181818181; 0.6661775232641375; 0.6937269372693727; 0.6861313868613139; 0.6430656934306569; 0.8493827160493828; 0.8557213930348259; 0.8455279349393684
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.89583333 0.84375    0.89473684 0.91578947 0.9       ]; 0.610062893081761; 0.6226415094339622; 0.8138364779874214; 0.9449152542372881; 0.9350104821802935; 0.9454926624737946; 0.6666666666666666; 0.775; 0.6090189873417722; 0.664804469273743; 0.7531645569620253; 0.6234572784810127; 0.8231780167264039; 0.8666666666666667; 0.8138364779874215
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; 8; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.84375    0.859375   0.88541667 0.87894737 0.87894737]; 0.5849056603773585; 0.6320754716981132; 0.8172110552763819; 0.9564315352697096; 0.9644351464435147; 0.9560669456066946; 0.6470588235294118; 0.7960526315789473; 0.5938094483195941; 0.6945169712793734; 0.8260869565217391; 0.6296039878150097; 0.8309122603137711; 0.9039190897597977; 0.8177523039310849
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.82291667 0.86315789 0.83157895 0.83684211 0.86315789]; 0.7381703470031545; 0.6656151419558359; 0.8600252206809584; 0.9656607700312175; 0.9747899159663865; 0.9653361344537816; 0.7675070028011205; 0.8838709677419355; 0.7413181999203504; 0.7150537634408601; 0.83125; 0.664032643312102; 0.8686390532544379; 0.9279393173198482; 0.8601960737542639
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.68229167 0.65104167 0.62631579 0.69473684]; 0.5534591194968553; 0.48742138364779874; 0.7487437185929648; 0.9031600407747197; 0.9267782426778243; 0.9006276150627616; 0.584795321637427; 0.5780346820809249; 0.5510863065577037; 0.49221183800623053; 0.5031847133757962; 0.48761720140839504; 0.75669099756691; 0.7698019801980198; 0.7484213982622752
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.70833333 0.67708333 0.65789474 0.67894737 0.6       ]; 0.5220125786163522; 0.5377358490566038; 0.8088050314465409; 0.9947643979057592; 0.9958071278825996; 0.9947589098532496; 0.580110497237569; 0.6730769230769231; 0.5248100664767332; 0.5714285714285714; 0.6049382716049383; 0.5364434947768281; 0.8168674698795181; 0.8528301886792453; 0.8088050314465409
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.57368421 0.66315789 0.60526316 0.56315789 0.60526316]; 0.439873417721519; 0.4620253164556962; 0.7806573957016435; 1.0; 1.0; 1.0; 0.4553846153846154; 0.47435897435897434; 0.4403044871794872; 0.4817073170731707; 0.5031847133757962; 0.46228418058726917; 0.7835308796007486; 0.7969543147208121; 0.7807189709624212
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.86979167 0.82631579 0.84210526 0.83157895 0.86842105]; 0.6971608832807571; 0.722397476340694; 0.8278688524590164; 0.9062170706006323; 0.9033613445378151; 0.9065126050420168; 0.7419354838709677; 0.8313253012048193; 0.6904970876885023; 0.7456647398843931; 0.86; 0.7294011976047905; 0.8362327534493103; 0.8800505050505051; 0.8279345724244969
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.88541667 0.859375   0.85416667 0.890625   0.88421053]; 0.6833855799373041; 0.6677115987460815; 0.8546365914786967; 0.9739311783107403; 0.9749478079331941; 0.9739039665970772; 0.7217630853994491; 0.803680981595092; 0.6806866446436999; 0.6954022988505748; 0.7908496732026143; 0.6725332703362469; 0.8610778443113773; 0.9044025157232705; 0.8548229807080772
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.88947368 0.88947368 0.88421053 0.87894737 0.87894737]; 0.6867088607594937; 0.6930379746835443; 0.8653603034134008; 0.9821615949632738; 0.9852631578947368; 0.9821052631578947; 0.7195467422096318; 0.8246753246753247; 0.6901154401154401; 0.7282913165266107; 0.7784431137724551; 0.6878792750070329; 0.8719182200841852; 0.9108040201005025; 0.86507122124618
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; 10; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.82773109 0.8697479  0.83613445 0.87394958 0.8697479 ]; 0.6518105849582173; 0.6211699164345403; 0.8312368972746331; 0.9486963835155592; 0.9478991596638655; 0.9487394957983193; 0.691358024691358; 0.7608695652173914; 0.6490062111801242; 0.6494845360824743; 0.72; 0.6235869565217391; 0.8375378405650857; 0.870020964360587; 0.8312368972746331
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.87394958 0.8487395  0.8907563  0.87394958 0.88135593]; 0.6333333333333333; 0.6333333333333333; 0.8411949685534591; 0.9676348547717842; 0.9814814814814815; 0.9671717171717171; 0.7040358744394619; 0.8722222222222222; 0.6333333333333333; 0.6986301369863014; 0.85; 0.6333333333333333; 0.8549545236955483; 0.9360587002096437; 0.8411949685534591
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.85833333 0.8487395  0.90756303 0.86554622 0.82773109]; 0.6899441340782123; 0.7318435754189944; 0.8731656184486373; 0.9707602339181287; 0.9748322147651006; 0.9706375838926175; 0.7071240105540898; 0.7204301075268817; 0.6887034258564642; 0.7159763313609467; 0.7034883720930233; 0.7307764441110277; 0.8735632183908045; 0.8763102725366876; 0.8731656184486373
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63445378 0.64705882 0.62184874 0.57983193 0.61864407]; 0.5277777777777778; 0.525; 0.749475890985325; 0.8866832092638546; 0.9023569023569024; 0.8846801346801346; 0.5251396648044694; 0.5402298850574713; 0.5281794586577679; 0.544; 0.5483870967741935; 0.5241935483870968; 0.7538619979402679; 0.7672955974842768; 0.749475890985325
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65       0.68067227 0.61344538 0.6302521  0.66806723]; 0.5642458100558659; 0.49441340782122906; 0.8191823899371069; 0.9932998324958124; 0.9949664429530202; 0.9932885906040269; 0.5828877005347595; 0.6228571428571429; 0.5655269320843092; 0.5147453083109921; 0.5245901639344263; 0.4937236533957846; 0.8222565687789799; 0.8364779874213837; 0.8191823899371069
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.59166667 0.60833333 0.58333333 0.61666667 0.61764706]; 0.5154929577464789; 0.5633802816901409; 0.8149895178197065; 0.9784411276948591; 0.9849749582637729; 0.9782971619365609; 0.5351351351351351; 0.592814371257485; 0.5198114409478914; 0.5799457994579946; 0.5691489361702128; 0.5630175818575615; 0.8185089974293058; 0.8343815513626834; 0.8149895178197065
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.875      0.8625     0.86554622 0.90756303 0.83613445]; 0.6918767507002801; 0.6890756302521008; 0.8427672955974843; 0.9348722176422094; 0.949748743718593; 0.9338358458961475; 0.7043010752688171; 0.7359550561797753; 0.6919998744586027; 0.7101827676240208; 0.7597765363128491; 0.6888770322013684; 0.8475609756097561; 0.8742138364779874; 0.8427672955974843
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.87083333 0.85416667 0.85294118 0.8487395  0.82773109]; 0.5882352941176471; 0.5938375350140056; 0.820230607966457; 0.9573221757322176; 0.9581239530988275; 0.957286432160804; 0.631578947368421; 0.711864406779661; 0.5892655367231638; 0.6437346437346438; 0.7277777777777777; 0.5927024482109228; 0.8285857071464268; 0.8689727463312369; 0.8202306079664571
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8125     0.83193277 0.82352941 0.83193277 0.84033613]; 0.7262569832402235; 0.729050279329609; 0.8752620545073375; 0.9638351555929353; 0.9614093959731543; 0.9639261744966443; 0.73224043715847; 0.73224043715847; 0.726120218579235; 0.7121661721068249; 0.6857142857142857; 0.7281030444964871; 0.8742071881606764; 0.8668763102725366; 0.8752620545073374
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.87152778 0.88541667 0.86013986 0.83566434 0.85314685]; 0.7130801687763713; 0.5949367088607594; 0.8679245283018868; 0.9387186629526463; 0.9400278940027894; 0.9386331938633193; 0.7424242424242423; 0.8235294117647058; 0.7126121635094715; 0.6546762589928058; 0.7711864406779662; 0.5956772539524284; 0.8725985844287159; 0.9046121593291404; 0.8679245283018867
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86013986 0.87062937 0.87762238 0.81818182 0.80985915]; 0.7458333333333333; 0.7291666666666666; 0.9088050314465409; 0.9665271966527197; 0.9705882352941176; 0.9663865546218489; 0.769811320754717; 0.8360655737704918; 0.744303973325924; 0.752851711026616; 0.8389830508474576; 0.7309669352597944; 0.9113149847094801; 0.9371069182389937; 0.9088050314465409
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.81818182 0.83916084 0.85664336 0.84265734 0.84615385]; 0.6903765690376569; 0.6150627615062761; 0.8846960167714885; 0.9626556016597511; 0.9734265734265735; 0.9622377622377623; 0.7259259259259259; 0.8376068376068376; 0.6933935827378451; 0.6541353383458647; 0.7131147540983607; 0.6129676334594367; 0.8890010090817356; 0.9234800838574424; 0.8846960167714885
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65625    0.6013986  0.66433566 0.65384615 0.62937063]; 0.4495798319327731; 0.4831932773109244; 0.7709643605870021; 0.8761002031144212; 0.9036312849162011; 0.8722067039106145; 0.5338078291814947; 0.6637168141592921; 0.45985840707964604; 0.5591397849462365; 0.624; 0.475716814159292; 0.7854688267059402; 0.8385744234800838; 0.770964360587002
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.6048951  0.6048951  0.6013986  0.61619718]; 0.5416666666666666; 0.55; 0.8825995807127882; 0.99581589958159; 1.0; 0.9957983193277311; 0.5833333333333334; 0.6311475409836066; 0.5401500416782441; 0.5714285714285715; 0.6101694915254238; 0.5509863851069742; 0.885128205128205; 0.9046121593291404; 0.8825995807127882
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64685315 0.5979021  0.63986014 0.63986014 0.58802817]; 0.5541666666666667; 0.5875; 0.8768343815513627; 0.9797627355198884; 0.9831932773109243; 0.9796918767507002; 0.570281124497992; 0.5634920634920635; 0.5536758563074353; 0.6055776892430278; 0.6666666666666666; 0.5912698412698412; 0.8784273150543197; 0.889937106918239; 0.8768343815513626
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.84027778 0.83916084 0.86013986 0.84965035 0.83566434]; 0.7142857142857143; 0.6512605042016807; 0.8516771488469602; 0.9094650205761317; 0.9259776536312849; 0.9078212290502794; 0.7443609022556391; 0.825; 0.7133474576271186; 0.6795366795366796; 0.7457627118644068; 0.6520480225988701; 0.8572869389813415; 0.8909853249475891; 0.8516771488469601
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.85664336 0.84615385 0.88811189 0.83566434 0.84265734]; 0.7071129707112971; 0.6694560669456067; 0.8983228511530398; 0.9686411149825783; 0.972027972027972; 0.9685314685314685; 0.7222222222222223; 0.7583333333333333; 0.7068977591036414; 0.6748971193415637; 0.6890756302521008; 0.6695378151260505; 0.899481865284974; 0.909853249475891; 0.8983228511530399
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82517483 0.83916084 0.82167832 0.81818182 0.81338028]; 0.7166666666666667; 0.6291666666666667; 0.8915094339622641; 0.9649859943977591; 0.9649859943977591; 0.9649859943977591; 0.7424242424242424; 0.8166666666666667; 0.7166666666666668; 0.6715867158671587; 0.7583333333333333; 0.6291666666666667; 0.8945491594498218; 0.9203354297693921; 0.8915094339622642
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.84375    0.91666667 0.82291667 0.88297872 0.79787234]; 0.6265822784810127; 0.6455696202531646; 0.851010101010101; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.6628571428571428; 0.7837837837837838; 0.635939510939511; 0.7052631578947368; 0.788235294117647; 0.6338436744560838; 0.8595238095238096; 0.9093198992443325; 0.8508624812677359
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.72916667 0.75       0.82291667 0.73958333 0.74468085]; 0.660377358490566; 0.6918238993710691; 0.8592964824120602; 0.9808917197452229; 0.9665271966527197; 0.9811715481171548; 0.6625; 0.6708860759493671; 0.6604430379746835; 0.6754966887417219; 0.6623376623376623; 0.6909249287298067; 0.8567774936061381; 0.8481012658227848; 0.8592127276744848
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.86458333 0.77083333 0.87234043 0.84042553 0.78723404]; 0.6772151898734177; 0.6645569620253164; 0.8670886075949367; 0.9978947368421053; 1.0; 0.9978902953586498; 0.6577181208053692; 0.6125; 0.6780448717948717; 0.624113475177305; 0.5789473684210527; 0.6614249037227214; 0.8627450980392157; 0.8396946564885496; 0.8669506028034687
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.5625     0.51041667 0.47916667 0.59375   ]; 0.45625; 0.50625; 0.735; 0.9033613445378151; 0.8958333333333334; 0.9041666666666667; 0.48520710059171596; 0.47126436781609193; 0.4548102660998268; 0.49681528662420377; 0.4588235294117647; 0.5094117647058823; 0.7356608478802993; 0.7160194174757282; 0.7355870283254929
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.52083333 0.55208333 0.5625     0.66666667]; 0.54375; 0.54375; 0.8175; 1.0; 1.0; 1.0; 0.48226950354609927; 0.43037974683544306; 0.5423503672448821; 0.5100671140939597; 0.4691358024691358; 0.5446944835130488; 0.8103896103896104; 0.78; 0.8175
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.58333333 0.52083333 0.61702128 0.4787234  0.65957447]; 0.569620253164557; 0.5253164556962026; 0.8126582278481013; 0.9894291754756872; 0.9873417721518988; 0.9894514767932489; 0.6; 0.6375; 0.56875; 0.5614035087719298; 0.5274725274725275; 0.5249302935870099; 0.8181818181818183; 0.8161764705882353; 0.8125384970742223
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.71875    0.75       0.73958333 0.82978723]; 0.559748427672956; 0.6352201257861635; 0.7650753768844221; 0.8752642706131077; 0.8661087866108786; 0.8765690376569037; 0.588235294117647; 0.78125; 0.5958881578947368; 0.7010309278350516; 0.8192771084337349; 0.6267438173747621; 0.7765830346475507; 0.8419689119170984; 0.7673259193731834
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.80208333 0.85416667 0.79166667 0.86458333]; 0.55; 0.63125; 0.82375; 0.9789915966386554; 0.9708333333333333; 0.9791666666666666; 0.5909090909090908; 0.6265060240963856; 0.5470192458144265; 0.6335403726708073; 0.6891891891891891; 0.6352922690131991; 0.8265682656826568; 0.8463476070528967; 0.8239182203998974
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.66666667 0.78125    0.76041667]; 0.675; 0.6125; 0.82125; 0.9389473684210526; 0.9291666666666667; 0.9395833333333333; 0.6941176470588234; 0.686046511627907; 0.6741043368950346; 0.6265060240963856; 0.7222222222222222; 0.6224747474747475; 0.8236744759556103; 0.8391959798994975; 0.8213392834820872
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.72916667 0.77083333 0.76388889 0.77464789]; 0.602510460251046; 0.5941422594142259; 0.7416387959866221; 0.8408163265306122; 0.8607242339832869; 0.8370473537604456; 0.644194756554307; 0.6991869918699187; 0.5995934959349594; 0.6367041198501873; 0.7456140350877193; 0.6008070175438596; 0.7565011820330969; 0.8053691275167785; 0.741851230425056
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.77083333 0.84027778 0.75       0.74305556 0.74305556]; 0.6375; 0.5916666666666667; 0.815; 0.9478138222849083; 0.9333333333333333; 0.9486111111111112; 0.6133333333333334; 0.5564516129032258; 0.6402947719688543; 0.5585585585585585; 0.5636363636363636; 0.5895104895104895; 0.8079584775086506; 0.7861952861952862; 0.8147148048138148
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.77083333 0.72916667 0.75694444 0.65277778 0.70833333]; 0.6166666666666667; 0.6083333333333333; 0.84; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.6592592592592592; 0.7355371900826446; 0.6156677547051879; 0.6239999999999999; 0.7090909090909091; 0.616083916083916; 0.8451612903225807; 0.8866328257191202; 0.8406891550598886
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.54166667 0.60416667 0.48591549 0.54225352 0.5       ]; 0.4579831932773109; 0.46638655462184875; 0.6957983193277311; 0.8502824858757063; 0.8431372549019608; 0.8515406162464987; 0.4463519313304721; 0.41935483870967744; 0.45967741935483875; 0.44052863436123346; 0.45454545454545453; 0.4655539772727273; 0.6900684931506849; 0.6818950930626058; 0.6957054764144415
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; 6; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.56338028 0.52816901 0.52816901 0.57746479 0.61971831]; 0.5254237288135594; 0.5338983050847458; 0.8121827411167513; 1.0; 1.0; 1.0; 0.5130434782608696; 0.5086206896551724; 0.5251436781609196; 0.5416666666666666; 0.5603448275862069; 0.5343390804597701; 0.811864406779661; 0.8160136286201022; 0.81220849498232
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.49305556 0.55555556 0.49305556 0.54225352 0.52112676]; 0.453781512605042; 0.5546218487394958; 0.7919463087248322; 0.9831460674157303; 0.9776536312849162; 0.9832402234636872; 0.4628099173553718; 0.5045045045045045; 0.45697666170107115; 0.5725806451612903; 0.5546875; 0.5546164772727273; 0.7936772046589018; 0.7989949748743719; 0.7919344622271018
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.76388889 0.78472222 0.78472222 0.67605634]; 0.602510460251046; 0.6234309623430963; 0.7725752508361204; 0.8769448373408769; 0.8635097493036211; 0.8788300835654597; 0.6387832699619771; 0.6614173228346457; 0.5985658042744657; 0.64; 0.6504065040650406; 0.6226170451359686; 0.777049180327869; 0.7783251231527094; 0.7724675019511418
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.81944444 0.72916667 0.67361111 0.79861111 0.76056338]; 0.5815899581589958; 0.6276150627615062; 0.8177257525083612; 0.9587482219061166; 0.9387186629526463; 0.9596100278551531; 0.5726495726495726; 0.6090909090909091; 0.583615221987315; 0.5972850678733032; 0.584070796460177; 0.625368731563422; 0.8117443868739206; 0.8075601374570447; 0.81746085048748
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.71527778 0.73611111 0.73611111 0.77777778 0.8028169 ]; 0.6276150627615062; 0.5941422594142259; 0.8210702341137124; 0.96045197740113; 0.947075208913649; 0.9610027855153204; 0.6482213438735177; 0.6949152542372882; 0.6284493626558342; 0.6008230452674896; 0.7019230769230769; 0.606517094017094; 0.8222591362126246; 0.8519793459552496; 0.8219246323272184
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.78645833 0.78645833 0.75       0.80729167 0.78645833]; 0.615625; 0.6375; 0.749375; 0.834016393442623; 0.8479166666666667; 0.83125; 0.6413994169096209; 0.6748466257668712; 0.6144933765777031; 0.6777777777777778; 0.7393939393939394; 0.6342130987292277; 0.7611673615247171; 0.7908415841584159; 0.7489561456145615
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.77894737 0.75789474 0.83157895 0.74736842 0.7287234 ]; 0.620253164556962; 0.6044303797468354; 0.8088607594936709; 0.9383783783783785; 0.9156118143459916; 0.939873417721519; 0.6491228070175438; 0.7302631578947368; 0.624277920410783; 0.6246246246246246; 0.6303030303030303; 0.6032309853501907; 0.8112499999999999; 0.820480404551201; 0.8088460324403659
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.77083333 0.68229167 0.78421053 0.72105263 0.7       ]; 0.6666666666666666; 0.660377358490566; 0.820125786163522; 0.9235668789808916; 0.9119496855345912; 0.9245283018867925; 0.6624203821656051; 0.6303030303030303; 0.6680926916221033; 0.6493506493506493; 0.6493506493506493; 0.6600411783338612; 0.8171355498721228; 0.8027638190954773; 0.8201476526207865
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.53645833 0.484375   0.48421053 0.54736842 0.59473684]; 0.5125786163522013; 0.4937106918238994; 0.8012578616352202; 1.0; 1.0; 1.0; 0.5345345345345345; 0.5329341317365269; 0.5115001784510449; 0.4888888888888889; 0.5202702702702703; 0.49542925278219396; 0.8027465667915106; 0.8118686868686869; 0.8012977519556466
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.49479167 0.55729167 0.578125   0.53684211 0.53684211]; 0.5408805031446541; 0.5251572327044025; 0.8134422110552764; 1.0; 1.0; 1.0; 0.5379746835443037; 0.5089820359281437; 0.5425704881627473; 0.5266457680250783; 0.5526315789473685; 0.5263157894736843; 0.8133249528598365; 0.8117942283563363; 0.813444283989489
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.47916667 0.51041667 0.47916667 0.453125   0.54210526]; 0.5235109717868338; 0.5109717868338558; 0.8032581453634086; 0.9937238493723849; 0.9916492693110647; 0.9937369519832986; 0.525; 0.5185185185185185; 0.523590469450342; 0.48684210526315785; 0.49333333333333335; 0.5099802761341223; 0.8012658227848102; 0.8002528445006322; 0.8032320123124278
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.83333333 0.75789474 0.78421053 0.74210526]; 0.6037735849056604; 0.6226415094339622; 0.7685534591194969; 0.8693790149892934; 0.8511530398322851; 0.8721174004192872; 0.6134969325153374; 0.6578947368421053; 0.6060558021559924; 0.6341463414634148; 0.6753246753246753; 0.6242477035159962; 0.7682619647355163; 0.7790549169859514; 0.7687096146268048
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.71354167 0.77604167 0.75789474 0.75263158 0.75263158]; 0.6666666666666666; 0.6257861635220126; 0.8264150943396227; 0.9447453954496208; 0.9140461215932913; 0.9465408805031446; 0.6845238095238095; 0.7371794871794872; 0.6679724596391263; 0.6382978723404256; 0.65625; 0.6255933544303798; 0.8261964735516373; 0.8272383354350568; 0.8264171601892975
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.78125    0.76041667 0.78125    0.77368421 0.8       ]; 0.6069182389937107; 0.6666666666666666; 0.8046482412060302; 0.9152542372881356; 0.9037656903765691; 0.9163179916317992; 0.6268656716417911; 0.6402439024390244; 0.6058362369337978; 0.6728395061728395; 0.6606060606060606; 0.6669043374925729; 0.8059887710542732; 0.8004956629491945; 0.8047064302007119
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.76666667 0.7375     0.76890756 0.7605042  0.73529412]; 0.6274509803921569; 0.5882352941176471; 0.749475890985325; 0.8260105448154658; 0.7872696817420436; 0.8341708542713567; 0.6545454545454545; 0.7283236994219653; 0.6304661975370696; 0.6388206388206388; 0.7065217391304348; 0.5844747423975873; 0.7523316062176166; 0.7610062893081762; 0.749475890985325
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.73333333 0.73333333 0.75630252 0.72268908 0.6302521 ]; 0.7142857142857143; 0.6918767507002801; 0.8464360587002097; 0.9305912596401029; 0.9095477386934674; 0.9321608040201006; 0.6964285714285714; 0.639344262295082; 0.716223855285472; 0.65625; 0.603448275862069; 0.6897022800075372; 0.8392759188151399; 0.8018867924528302; 0.8464360587002095
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.775      0.77083333 0.70588235 0.74789916 0.71008403]; 0.6862745098039216; 0.6274509803921569; 0.8443396226415094; 0.9554794520547947; 0.9346733668341709; 0.9564489112227805; 0.688888888888889; 0.6850828729281768; 0.6862914364640884; 0.6253521126760564; 0.6306818181818182; 0.6274956052235059; 0.8422729686670207; 0.8312368972746331; 0.8443396226415094
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.57563025 0.45378151 0.50840336 0.52521008 0.53781513]; 0.5487465181058496; 0.5181058495821727; 0.5372117400419287; 0.5745341614906833; 0.6218487394957983; 0.5394957983193278; 0.5824742268041238; 0.6108108108108108; 0.5467847157502329; 0.5386666666666666; 0.5804597701149425; 0.519959614787201; 0.5694783032666992; 0.6121593291404612; 0.5372117400419287
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.52521008 0.51260504 0.56302521 0.58403361 0.55508475]; 0.49722222222222223; 0.5444444444444444; 0.8191823899371069; 1.0; 1.0; 1.0; 0.5617433414043584; 0.6338797814207651; 0.4949059924052978; 0.5729166666666667; 0.6214689265536724; 0.5457071408724646; 0.8261964735516373; 0.859538784067086; 0.8191823899371069
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.50833333 0.57083333 0.46218487 0.52521008 0.50840336]; 0.5126050420168067; 0.5518207282913166; 0.8149895178197065; 0.9841269841269842; 0.9865996649916248; 0.9840871021775545; 0.5112359550561797; 0.48663101604278075; 0.513903743315508; 0.5321637426900585; 0.5352941176470588; 0.5510695187165775; 0.8137203166226913; 0.8081761006289309; 0.8149895178197065
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.775      0.7394958  0.7605042  0.76890756]; 0.6106442577030813; 0.6302521008403361; 0.7657232704402516; 0.8461538461538461; 0.8107202680067002; 0.8525963149078728; 0.6233062330623307; 0.6804733727810651; 0.6141728566032986; 0.6526315789473683; 0.6595744680851063; 0.6286038020898903; 0.7638668779714739; 0.7578616352201258; 0.7657232704402517
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.79831933 0.77310924 0.77731092 0.77310924 0.80672269]; 0.6406685236768802; 0.5988857938718662; 0.8228511530398323; 0.9439171699741156; 0.9193277310924369; 0.9453781512605042; 0.6861313868613139; 0.8057142857142857; 0.6447049689440993; 0.6619718309859155; 0.7663043478260869; 0.5945807453416149; 0.8306613226452906; 0.8689727463312369; 0.8228511530398323
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66386555 0.74369748 0.67226891 0.68487395 0.74152542]; 0.7; 0.6805555555555556; 0.8286163522012578; 0.9112627986348124; 0.898989898989899; 0.9124579124579124; 0.7258883248730964; 0.7647058823529411; 0.6973818429105746; 0.6866485013623979; 0.7283236994219653; 0.6823436678928009; 0.8308329022245216; 0.8417190775681341; 0.8286163522012577
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.73076923 0.75874126 0.70979021 0.72027972 0.73943662]; 0.5791666666666667; 0.6333333333333333; 0.8176100628930818; 0.8840262582056893; 0.8487394957983193; 0.888655462184874; 0.6039215686274509; 0.6470588235294118; 0.5797277588721439; 0.6451612903225807; 0.6611570247933884; 0.6330995208000556; 0.8143009605122733; 0.79979035639413; 0.8176100628930817
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78671329 0.8006993  0.73076923 0.73426573 0.71478873]; 0.6708333333333333; 0.7; 0.8736897274633124; 0.935251798561151; 0.9103641456582633; 0.9369747899159664; 0.6457399103139014; 0.6792452830188679; 0.6717121937482399; 0.7073170731707317; 0.6492537313432836; 0.706702337369755; 0.8703604088219473; 0.8480083857442348; 0.8736897274633124
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73263889 0.73611111 0.71180556 0.77272727 0.70629371]; 0.6567796610169492; 0.6991525423728814; 0.8616352201257862; 0.9198855507868383; 0.8955431754874652; 0.9220055710306407; 0.6009852216748769; 0.5258620689655172; 0.6545977011494253; 0.6697674418604651; 0.6; 0.7008620689655173; 0.8546255506607929; 0.8134171907756813; 0.8616352201257862
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.56944444 0.4965035  0.52447552 0.49300699]; 0.5316455696202531; 0.5274261603375527; 0.5959119496855346; 0.6267029972752045; 0.6415620641562064; 0.6178521617852162; 0.5612648221343873; 0.6016949152542372; 0.5319398946019085; 0.5409836065573771; 0.5546218487394958; 0.5273109243697479; 0.6076335877862595; 0.6257861635220126; 0.5959119496855345
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; 12; svd_trunc_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.56597222 0.48611111 0.52777778 0.51041667 0.54195804]; 0.5574468085106383; 0.5106382978723404; 0.8841719077568134; 0.9986072423398329; 0.9972183588317107; 0.9986091794158554; 0.5666666666666667; 0.5811965811965812; 0.5575474431406635; 0.48430493273542596; 0.4576271186440678; 0.510864841373316; 0.8836229594523433; 0.8794549266247379; 0.8841719077568133
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52447552 0.50699301 0.54195804 0.50699301 0.52112676]; 0.5666666666666667; 0.5708333333333333; 0.8841719077568134; 0.9902370990237099; 0.9943977591036415; 0.9901960784313726; 0.584; 0.5748031496062992; 0.5661626367500522; 0.5253456221198157; 0.504424778761062; 0.5671730193017909; 0.8837453971593898; 0.8805031446540881; 0.8841719077568134
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.76736111 0.76736111 0.74825175 0.73776224 0.74475524]; 0.6455696202531646; 0.679324894514768; 0.790356394129979; 0.8211624441132638; 0.7684797768479776; 0.8326359832635983; 0.6315789473684211; 0.6428571428571429; 0.6454285714285714; 0.6984126984126985; 0.704; 0.6778928571428571; 0.7804610318331504; 0.7452830188679245; 0.7903563941299789
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; 12; svd_trunc_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.78125    0.75694444 0.78819444 0.74825175 0.74125874]; 0.6779661016949152; 0.5508474576271186; 0.8705450733752621; 0.9535382416011436; 0.9289693593314763; 0.9547353760445682; 0.680672268907563; 0.7105263157894737; 0.6790336496980155; 0.5391304347826087; 0.5081967213114754; 0.5523439746908254; 0.8677021960364222; 0.8490566037735849; 0.8705450733752622
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.78472222 0.77083333 0.75174825 0.70979021 0.76573427]; 0.6075949367088608; 0.6371308016877637; 0.8574423480083857; 0.9338078291814946; 0.9149232914923291; 0.9351464435146444; 0.6713780918727915; 0.7786885245901639; 0.6023877405559515; 0.6640624999999999; 0.7391304347826086; 0.6400570206699928; 0.8600823045267489; 0.8763102725366876; 0.8574423480083856
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.70833333 0.6875     0.82291667 0.73958333]; 0.61875; 0.60625; 0.80125; 0.9260042283298098; 0.9125; 0.9270833333333334; 0.6347305389221557; 0.6309523809523809; 0.6181077694235588; 0.5987261146496815; 0.5340909090909091; 0.6142676767676768; 0.8005018820577164; 0.7742718446601942; 0.8020843759383445
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.73958333 0.79166667 0.70833333 0.75       0.71276596]; 0.6729559748427673; 0.6540880503144654; 0.7964824120603015; 0.8817204301075269; 0.8577405857740585; 0.8849372384937239; 0.6533333333333333; 0.6621621621621622; 0.6722575516693164; 0.6540880503144655; 0.611764705882353; 0.6572337042925278; 0.7906976744186046; 0.7688442211055276; 0.7964824120603016
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.67708333 0.69791667 0.65625    0.70212766]; 0.6289308176100629; 0.5660377358490566; 0.8027638190954773; 0.939203354297694; 0.9372384937238494; 0.9393305439330543; 0.6242038216560509; 0.6049382716049383; 0.629392212725546; 0.5868263473053892; 0.6363636363636364; 0.5681818181818181; 0.8039950062421973; 0.8110831234256927; 0.8027846694822699
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.54166667 0.52083333 0.48958333 0.54166667]; 0.45625; 0.54375; 0.58125; 0.6391752577319587; 0.6458333333333334; 0.6354166666666667; 0.4727272727272727; 0.48148148148148145; 0.4559306141584622; 0.5165562913907285; 0.527027027027027; 0.542583280955374; 0.5817727840199751; 0.589873417721519; 0.5813564619471793
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.5        0.55208333 0.5106383  0.54255319 0.60638298]; 0.5316455696202531; 0.5189873417721519; 0.810126582278481; 1.0; 1.0; 1.0; 0.5842696629213483; 0.6265060240963856; 0.5265863453815262; 0.5476190476190476; 0.5609756097560976; 0.5173299101412068; 0.8170731707317073; 0.8333333333333334; 0.8097079037800687
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.51041667 0.51041667 0.53191489 0.53191489 0.46808511]; 0.5253164556962026; 0.4810126582278481; 0.8012658227848102; 1.0; 1.0; 1.0; 0.46808510638297873; 0.44; 0.5212048192771084; 0.4675324675324675; 0.45; 0.48141025641025637; 0.7958387516254877; 0.7806122448979592; 0.8011101425494822
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.69791667 0.65625    0.65625    0.65625   ]; 0.60625; 0.48125; 0.69875; 0.7930283224400871; 0.7583333333333333; 0.8020833333333333; 0.6519337016574586; 0.686046511627907; 0.5997800125707102; 0.5088757396449705; 0.5584415584415584; 0.48404005632921293; 0.7021013597033374; 0.7047146401985112; 0.6987049271521523
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.73958333 0.80208333 0.8125     0.72916667]; 0.6; 0.6125; 0.795; 0.9227642276422764; 0.9458333333333333; 0.9208333333333334; 0.6190476190476191; 0.6190476190476191; 0.5989974937343359; 0.617283950617284; 0.5747126436781609; 0.6161234451267517; 0.8004866180048662; 0.8004866180048662; 0.7948448514188855
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.6875     0.76041667 0.6875     0.59574468]; 0.6037735849056604; 0.6415094339622641; 0.8103015075376885; 0.9352818371607515; 0.9372384937238494; 0.9351464435146444; 0.631578947368421; 0.6352941176470588; 0.6014308426073132; 0.6068965517241379; 0.6197183098591549; 0.6394046094750321; 0.810062893081761; 0.8151898734177215; 0.8103380788534991
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.625      0.59722222 0.70138889 0.65277778]; 0.5666666666666667; 0.6083333333333333; 0.7575; 0.8717241379310344; 0.8777777777777778; 0.8708333333333333; 0.5272727272727273; 0.4496124031007752; 0.5761575529017389; 0.5688073394495413; 0.5081967213114754; 0.6100305640455682; 0.7497850386930354; 0.7135842880523732; 0.7583201576085294
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.74305556 0.74647887 0.76760563 0.79577465]; 0.5798319327731093; 0.6050420168067226; 0.8109243697478992; 0.9557774607703281; 0.938375350140056; 0.9565826330532213; 0.5652173913043478; 0.5701754385964912; 0.579442558007923; 0.5765765765765767; 0.5871559633027523; 0.6036555010312211; 0.8048568950563748; 0.8; 0.8106557377049181
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.8125     0.72222222 0.70138889 0.74305556 0.72222222]; 0.5791666666666667; 0.5541666666666667; 0.7875; 0.9333333333333333; 0.9138888888888889; 0.9347222222222222; 0.5738396624472574; 0.544; 0.5806956521739131; 0.5244444444444444; 0.5042735042735043; 0.5529497602668334; 0.781491002570694; 0.7574750830564784; 0.7876004177824198
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.58333333 0.52816901 0.52816901 0.45774648]; 0.4831932773109244; 0.542016806722689; 0.584873949579832; 0.6246418338108883; 0.6106442577030813; 0.6330532212885154; 0.49795918367346936; 0.45185185185185184; 0.488061848256023; 0.540084388185654; 0.5714285714285714; 0.5436507936507936; 0.5813559322033899; 0.5678807947019867; 0.58513493660014
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.5625     0.50694444 0.50694444 0.4084507  0.46478873]; 0.5252100840336135; 0.4411764705882353; 0.7936241610738255; 1.0; 1.0; 1.0; 0.5568627450980391; 0.6120689655172413; 0.5273459581684568; 0.47430830039525695; 0.4838709677419355; 0.4393039049235993; 0.7990196078431372; 0.8177257525083612; 0.7935430109343152
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.44444444 0.55555556 0.53521127 0.52112676 0.47887324]; 0.5252100840336135; 0.47478991596638653; 0.7932773109243697; 0.9887640449438203; 0.9859943977591037; 0.9887955182072831; 0.5232067510548524; 0.49206349206349204; 0.527281746031746; 0.4588744588744589; 0.4649122807017544; 0.4743916242218449; 0.7915254237288135; 0.7822445561139029; 0.7933145208900038
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.75       0.69014085 0.6056338  0.66901408]; 0.6008403361344538; 0.6596638655462185; 0.6831932773109244; 0.6814580031695722; 0.6022408963585434; 0.7184873949579833; 0.5365853658536585; 0.4661016949152542; 0.5997175141242939; 0.6161137440758294; 0.5603448275862069; 0.6572215941209723; 0.6399235912129895; 0.5668358714043993; 0.6824162662531179
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.60416667 0.68309859 0.6971831  0.76056338]; 0.6554621848739496; 0.6302521008403361; 0.7873949579831933; 0.8819345661450926; 0.8683473389355743; 0.8837535014005603; 0.6771653543307087; 0.6825396825396826; 0.6537698412698413; 0.6641221374045801; 0.71900826446281; 0.6287349014621743; 0.7924528301886792; 0.7996688741721855; 0.7872064507379698
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.74647887 0.73943662 0.66197183]; 0.6428571428571429; 0.6092436974789915; 0.819327731092437; 0.9475177304964538; 0.9355742296918768; 0.9481792717086835; 0.6863468634686347; 0.744; 0.6374867256637168; 0.6593406593406593; 0.7692307692307693; 0.6118881118881119; 0.8278622898318655; 0.8631051752921536; 0.8190314370538603
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.671875   0.71354167 0.67368421 0.71052632 0.70526316]; 0.610062893081761; 0.6289308176100629; 0.7226415094339622; 0.7756482525366404; 0.7211740041928721; 0.7914046121593292; 0.5602836879432626; 0.4968553459119497; 0.6100628930817611; 0.572463768115942; 0.5031847133757962; 0.6273687542034261; 0.6948096885813149; 0.6330390920554855; 0.7224166602059109
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.69270833 0.68421053 0.74210526 0.71578947]; 0.5534591194968553; 0.6698113207547169; 0.7849056603773585; 0.8975188781014024; 0.8721174004192872; 0.90041928721174; 0.6055555555555555; 0.7465753424657534; 0.5680551130933419; 0.7314578005115089; 0.8033707865168539; 0.651685393258427; 0.7961859356376639; 0.8339575530586767; 0.7845326421820633
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.640625   0.66842105 0.65789474 0.73157895 0.66842105]; 0.6466876971608833; 0.6309148264984227; 0.8259773013871374; 0.9495166487647692; 0.9285714285714286; 0.9506302521008403; 0.6521739130434783; 0.6774193548387096; 0.6473516527279969; 0.6422018348623852; 0.6402439024390244; 0.6305794675593814; 0.8253164556962026; 0.820125786163522; 0.825992096621584
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.55263158 0.55789474 0.56842105 0.54210526 0.50531915]; 0.4651898734177215; 0.509493670886076; 0.5702531645569621; 0.6162162162162163; 0.6012658227848101; 0.6255274261603376; 0.4735202492211838; 0.49673202614379086; 0.46615742411484024; 0.5533141210374639; 0.5423728813559322; 0.5049993903182539; 0.5737602008788449; 0.568407960199005; 0.5702864543263065
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52083333 0.5        0.53157895 0.51578947 0.46842105]; 0.5314465408805031; 0.49056603773584906; 0.8044025157232705; 1.0; 1.0; 1.0; 0.39676113360323884; 0.3288590604026846; 0.5194591160001589; 0.3816793893129771; 0.3105590062111801; 0.492859120939985; 0.7874231032125768; 0.7318932655654383; 0.8036801321600542
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.53645833 0.515625   0.51578947 0.53684211 0.54736842]; 0.44339622641509435; 0.4968553459119497; 0.7861635220125787; 0.9968520461699895; 0.9958071278825996; 0.9968553459119497; 0.4158415841584159; 0.41721854304635764; 0.4421422056549154; 0.5061728395061729; 0.47126436781609193; 0.4995210727969348; 0.7848101265822784; 0.773067331670823; 0.7862798587288125
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.70833333 0.65263158 0.72631579 0.72105263]; 0.6383647798742138; 0.6257861635220126; 0.7327044025157232; 0.782707622298066; 0.7211740041928721; 0.79979035639413; 0.6101694915254238; 0.5555555555555556; 0.639957264957265; 0.5993265993265993; 0.5894039735099338; 0.6240433041202365; 0.7110808973487422; 0.6620253164556962; 0.7322626582278481
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; 8; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.6875     0.734375   0.6875     0.72105263 0.72631579]; 0.5849056603773585; 0.6415094339622641; 0.7945979899497487; 0.9110867178924259; 0.8682008368200836; 0.9152719665271967; 0.5769230769230769; 0.5625; 0.5850474683544304; 0.632258064516129; 0.5975609756097561; 0.6429363319607223; 0.7866927592954991; 0.7518703241895262; 0.794922503866915
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69791667 0.72631579 0.72105263 0.73157895 0.72105263]; 0.583596214511041; 0.6561514195583596; 0.808953341740227; 0.9340425531914893; 0.9222689075630253; 0.9348739495798319; 0.5657894736842104; 0.5477707006369427; 0.5832603503184713; 0.6449511400651466; 0.6346153846153846; 0.6558170090778787; 0.804642166344294; 0.7908745247148289; 0.8088626074013292
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7        0.73333333 0.71666667 0.68333333 0.75630252]; 0.5915492957746479; 0.5915492957746479; 0.6912997903563941; 0.7555192150449714; 0.7712854757929883; 0.7504173622704507; 0.6233766233766234; 0.6703910614525139; 0.5908773489080751; 0.6347607052896724; 0.7159090909090909; 0.5925914169629253; 0.7062344139650872; 0.7421383647798742; 0.6912997903563941
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.74166667 0.73109244 0.66806723 0.72689076 0.65966387]; 0.5754189944134078; 0.5921787709497207; 0.7940251572327044; 0.9178910976663786; 0.8909395973154363; 0.9203020134228187; 0.5846994535519126; 0.601123595505618; 0.575561797752809; 0.6137566137566137; 0.6444444444444445; 0.5918851435705368; 0.7932667017359284; 0.790356394129979; 0.7940251572327043
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.66806723 0.69747899 0.72268908 0.72689076 0.74369748]; 0.6239554317548747; 0.6239554317548747; 0.7987421383647799; 0.9008695652173914; 0.8705882352941177; 0.9042016806722689; 0.5945945945945946; 0.5409836065573771; 0.6256054396423248; 0.5686900958466453; 0.5056818181818182; 0.6216933681073026; 0.7861915367483296; 0.740041928721174; 0.7987421383647798
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.55       0.53333333 0.50416667 0.5125     0.48319328]; 0.5070422535211268; 0.4676056338028169; 0.5759958071278826; 0.6288573811509591; 0.6293823038397329; 0.6285475792988314; 0.5070422535211269; 0.5487804878048781; 0.5099923381432768; 0.49329758713136723; 0.4816753926701571; 0.4664474524326395; 0.5801764400622731; 0.5859538784067087; 0.5759958071278827
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; 10; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.48333333 0.4875     0.55833333 0.55462185 0.56722689]; 0.4943820224719101; 0.48314606741573035; 0.8092243186582809; 1.0; 1.0; 1.0; 0.4705882352941177; 0.4819277108433735; 0.4935954343690552; 0.5080213903743316; 0.5; 0.4819277108433735; 0.8094240837696336; 0.810272536687631; 0.8092243186582809
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.55833333 0.51666667 0.44166667 0.50833333 0.50420168]; 0.5014084507042254; 0.5154929577464789; 0.8134171907756813; 0.9941812136325853; 0.998330550918197; 0.9941569282136896; 0.4985835694050991; 0.4888888888888889; 0.5015873015873016; 0.5425531914893617; 0.5828571428571429; 0.5164285714285715; 0.815734989648033; 0.8259958071278826; 0.8134171907756813
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69747899 0.68487395 0.66386555 0.70168067 0.69915254]; 0.6611111111111111; 0.6138888888888889; 0.6808176100628931; 0.6723163841807909; 0.601010101010101; 0.7070707070707071; 0.6234567901234569; 0.5738636363636364; 0.6592144268774703; 0.5559105431309903; 0.47282608695652173; 0.617094861660079; 0.6415538552089465; 0.5712788259958071; 0.6808176100628931
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7125     0.69583333 0.68067227 0.67647059 0.72268908]; 0.5826330532212886; 0.6190476190476191; 0.7877358490566038; 0.8976109215017066; 0.88107202680067; 0.8994974874371859; 0.639225181598063; 0.7333333333333333; 0.5813559322033899; 0.6746411483253588; 0.7966101694915254; 0.620527306967985; 0.7978032950574139; 0.8375262054507338; 0.7877358490566038
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70168067 0.67226891 0.63865546 0.66386555 0.69491525]; 0.6444444444444445; 0.6333333333333333; 0.8144654088050315; 0.9192439862542956; 0.9006734006734006; 0.9208754208754207; 0.6717948717948719; 0.7401129943502824; 0.6460127813281467; 0.6842105263157894; 0.7814207650273224; 0.6308233768639437; 0.8204868154158215; 0.8480083857442348; 0.8144654088050314
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68181818 0.72027972 0.70629371 0.73776224 0.69230769]; 0.5690376569037657; 0.5397489539748954; 0.6881551362683438; 0.7306064880112835; 0.7244755244755244; 0.7328671328671328; 0.6385964912280702; 0.7777777777777778; 0.5733151183970856; 0.6283783783783783; 0.7622950819672131; 0.5349936948297604; 0.7023511755877939; 0.7358490566037735; 0.6881551362683438
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72377622 0.67132867 0.64685315 0.70979021 0.68309859]; 0.6083333333333333; 0.6375; 0.8590146750524109; 0.9357664233576642; 0.8977591036414566; 0.938375350140056; 0.6328125; 0.6377952755905512; 0.6065082572643021; 0.6359832635983264; 0.672566371681416; 0.6394327921399207; 0.8557640750670241; 0.8364779874213837; 0.8590146750524109
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.6875     0.70486111 0.69791667 0.69444444 0.67482517]; 0.6297872340425532; 0.5659574468085107; 0.8349056603773585; 0.9123783031988874; 0.9123783031988874; 0.9123783031988874; 0.6297872340425532; 0.6115702479338843; 0.6303465274757141; 0.5321100917431193; 0.5087719298245614; 0.5643033202841815; 0.8334214701216287; 0.8259958071278826; 0.8349056603773585
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.50694444 0.4965035  0.53496503 0.53146853 0.47552448]; 0.5168067226890757; 0.5084033613445378; 0.7232704402515723; 0.7864357864357865; 0.7611731843575419; 0.7932960893854748; 0.5188284518828452; 0.512396694214876; 0.5168821077911987; 0.4753363228699552; 0.452991452991453; 0.5074874620329166; 0.7142857142857143; 0.6918238993710691; 0.7232704402515723
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53819444 0.5        0.51398601 0.57342657 0.54545455]; 0.5; 0.49159663865546216; 0.8742138364779874; 1.0; 1.0; 1.0; 0.48927038626609437; 0.4634146341463415; 0.5012725344644751; 0.4894514767932489; 0.5043478260869565; 0.49201131141746196; 0.8738170347003156; 0.8710691823899371; 0.8742138364779874
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5        0.52097902 0.53146853 0.51748252 0.52816901]; 0.49583333333333335; 0.5291666666666667; 0.8747379454926625; 0.9965059399021663; 0.9985994397759104; 0.9964985994397759; 0.5020576131687242; 0.4621212121212121; 0.49957912457912457; 0.4932735426008969; 0.5092592592592593; 0.5273569023569024; 0.8740115972588297; 0.8689727463312369; 0.8747379454926625
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; 12; svd_trunc_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.64583333 0.72222222 0.69791667 0.67132867 0.66433566]; 0.6567796610169492; 0.6652542372881356; 0.7374213836477987; 0.743801652892562; 0.6894150417827298; 0.7625348189415042; 0.6161137440758294; 0.5603448275862069; 0.6551724137931034; 0.648888888888889; 0.6083333333333333; 0.6662356321839081; 0.7164685908319185; 0.6635220125786163; 0.7374213836477987
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.66783217 0.68181818 0.73076923 0.67605634]; 0.6791666666666667; 0.6833333333333333; 0.8380503144654088; 0.8915159944367176; 0.8977591036414566; 0.8907563025210083; 0.6280193236714975; 0.5508474576271186; 0.6770630730758543; 0.6122448979591837; 0.4918032786885246; 0.6865796054459572; 0.8321564367191743; 0.8029350104821803; 0.8380503144654088
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.73611111 0.6993007  0.72027972 0.6993007  0.65034965]; 0.5882352941176471; 0.6134453781512605; 0.8343815513626834; 0.910891089108911; 0.8994413407821229; 0.9120111731843575; 0.5377358490566038; 0.504424778761062; 0.584212389380531; 0.5964912280701754; 0.544; 0.6171327433628319; 0.8295577130528586; 0.8060796645702306; 0.8343815513626834
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svd; 26; 174; 200; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4620253164556962; 0.5759493670886076; 0.5075949367088608; 0.6666666666666666; 1.0; 0.5; 0.6320346320346321; 1.0; 0.5; 0.7309236947791165; 1.0; 0.5; 0.6733837111670865; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svd; 26; 174; 200; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.45625; 0.4875; 0.48875; 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_4_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.47916667 0.4375     0.46875    0.47916667 0.45744681]; 0.5534591194968553; 0.4779874213836478; 0.6620603015075377; 0.8060708263069141; 1.0; 0.7594142259414226; 0.6666666666666667; 0.8255813953488372; 0.5292290538388023; 0.5951219512195123; 0.7530864197530864; 0.47269705603038936; 0.7339268051434225; 0.9137931034482759; 0.6568965517241379
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.42708333 0.51041667 0.46808511 0.5212766  0.53191489]; 0.620253164556962; 0.5189873417721519; 0.5379746835443038; 0.5336048879837066; 0.5527426160337553; 0.5168776371308017; 0.6629213483146068; 0.6704545454545454; 0.6137987012987013; 0.5476190476190476; 0.5897435897435898; 0.5198717948717949; 0.5639187574671446; 0.5856079404466501; 0.536990016734953
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.55208333 0.47916667 0.45833333 0.53125   ]; 0.43125; 0.5375; 0.79375; 1.0; 1.0; 1.0; 0.4739884393063584; 0.47126436781609193; 0.4274130058258542; 0.6063829787234043; 0.6551724137931034; 0.5262163438828531; 0.8038049940546966; 0.8164251207729468; 0.7929275862932093
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.45833333 0.45833333 0.55208333 0.4787234  0.45744681]; 0.47468354430379744; 0.5063291139240507; 0.7967171717171717; 1.0; 1.0; 1.0; 0.5029940119760479; 0.4772727272727273; 0.47435064935064936; 0.48; 0.5217391304347826; 0.5080605764533463; 0.7969735182849937; 0.8; 0.7967254408060453
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.52083333 0.44791667 0.5625     0.52083333]; 0.575; 0.51875; 0.61; 0.6556701030927835; 0.6625; 0.6520833333333332; 0.5802469135802468; 0.6351351351351351; 0.5791954745443118; 0.5837837837837838; 0.6585365853658537; 0.5151657285803628; 0.625; 0.6565656565656566; 0.6104610461046105
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; 4; svd_trunc_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.5        0.38297872 0.5106383  0.5        0.45744681]; 0.5222929936305732; 0.5095541401273885; 0.806615776081425; 1.0; 1.0; 1.0; 0.5810055865921787; 0.6341463414634146; 0.5170731707317073; 0.5649717514124295; 0.5882352941176471; 0.5024509803921569; 0.8164251207729468; 0.8387096774193549; 0.805777815210983
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.48958333 0.5        0.52083333 0.5212766  0.60638298]; 0.5063291139240507; 0.5506329113924051; 0.8106060606060606; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.4583333333333333; 0.4520547945205479; 0.5024979854955681; 0.584795321637427; 0.5681818181818182; 0.5483766233766234; 0.810126582278481; 0.8020050125313283; 0.8106717174615929
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svd; 26; 174; 200; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5504201680672269; 0.47058823529411764; 0.5042016806722689; 0.6666666666666666; 1.0; 0.5; 0.7100271002710028; 1.0; 0.5; 0.6399999999999999; 1.0; 0.5; 0.6703910614525139; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svd; 26; 174; 200; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5252100840336135; 0.46638655462184875; 0.49831932773109244; 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; 714; 238; 238; 0.6; 0.2; 0.2; [0.4375     0.47916667 0.48591549 0.43661972 0.52816901]; 0.5210084033613446; 0.5210084033613446; 0.6487394957983194; 0.7898230088495575; 1.0; 0.7338935574229692; 0.6013986013986014; 0.7678571428571429; 0.5347222222222222; 0.5985915492957745; 0.7327586206896551; 0.5262153759185981; 0.7164179104477613; 0.9025641025641026; 0.6529349438440347
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.5625     0.56944444 0.59722222 0.50694444 0.52777778]; 0.4666666666666667; 0.4708333333333333; 0.7533333333333333; 0.9423347398030941; 0.9305555555555556; 0.9430555555555556; 0.4838709677419355; 0.46511627906976744; 0.466792373769118; 0.4730290456431535; 0.43846153846153846; 0.47377622377622375; 0.7533333333333333; 0.7302100161550888; 0.7540895175439816
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.49305556 0.48611111 0.47916667 0.49305556 0.48611111]; 0.525; 0.4708333333333333; 0.7991666666666667; 1.0; 1.0; 1.0; 0.5327868852459017; 0.5038759689922481; 0.5267127592708988; 0.4454148471615721; 0.4434782608695652; 0.4697391304347826; 0.7979882648784578; 0.7880794701986755; 0.7992410773812171
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.45138889 0.4375     0.45138889 0.44444444 0.48611111]; 0.4791666666666667; 0.475; 0.79; 0.9986091794158554; 0.9972222222222222; 0.9986111111111111; 0.4769874476987448; 0.4672131147540984; 0.47936926924145595; 0.47058823529411764; 0.47863247863247865; 0.47508859703981654; 0.7892976588628763; 0.7879799666110183; 0.7899966388795524
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.48611111 0.47222222 0.48611111 0.45774648 0.49295775]; 0.5084033613445378; 0.4789915966386555; 0.4974832214765101; 0.11386138613861387; 0.06424581005586592; 0.49999999999999994; 0.03305785123966942; 0.01680672268907563; 0.5084033613445378; 0.046153846153846156; 0.023622047244094488; 0.5118110236220472; 0.08549618320610687; 0.046357615894039736; 0.5036209848177682
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.49305556 0.59027778 0.54166667 0.45138889 0.48591549]; 0.5481171548117155; 0.5397489539748954; 0.8177257525083612; 1.0; 1.0; 1.0; 0.5423728813559322; 0.5470085470085471; 0.5480944374386998; 0.5599999999999999; 0.5645161290322581; 0.5387798036465637; 0.818936877076412; 0.8216666666666667; 0.8177125279642058
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.55555556 0.5625     0.5        0.51408451 0.51408451]; 0.5126050420168067; 0.5; 0.8; 0.99581589958159; 1.0; 0.9957983193277311; 0.5245901639344263; 0.5; 0.5136363636363637; 0.47111111111111115; 0.4818181818181818; 0.49872159090909096; 0.7993254637436762; 0.7966386554621848; 0.7999999999999999
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svd; 26; 174; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5062893081761006; 0.4811320754716981; 0.49748427672955975; 0.6666666666666666; 1.0; 0.5; 0.6722338204592901; 1.0; 0.5; 0.6496815286624203; 1.0; 0.5; 0.6644267114657707; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svd; 26; 174; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5283018867924528; 0.48427672955974843; 0.5025157232704403; 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; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.49473684 0.50526316 0.50526316 0.50526316 0.5       ]; 0.45569620253164556; 0.5063291139240507; 0.6352718078381795; 0.79232693911593; 1.0; 0.7378947368421053; 0.5721393034825871; 0.696969696969697; 0.44451133855107366; 0.6157635467980296; 0.7716049382716049; 0.49943883277216605; 0.7125062282012955; 0.8915211970074813; 0.6316580344011766
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.57291667 0.51578947 0.54736842 0.51578947 0.53157895]; 0.5457413249211357; 0.4637223974763407; 0.5933165195460277; 0.6512118018967334; 0.6491596638655462; 0.6523109243697479; 0.5662650602409639; 0.5696969696969697; 0.5447169059011164; 0.4620253164556962; 0.4506172839506173; 0.4640183193946635; 0.596117720726362; 0.5927770859277709; 0.5933234088642686
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; 8; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.45833333 0.44270833 0.41145833 0.47368421 0.50526316]; 0.5566037735849056; 0.4937106918238994; 0.8103015075376885; 1.0; 1.0; 1.0; 0.5466237942122186; 0.5629139072847682; 0.5569060554387913; 0.4721311475409836; 0.45; 0.49398734177215187; 0.8078880407124681; 0.8048162230671736; 0.8102536906120427
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.49479167 0.53125    0.54210526 0.56842105 0.48421053]; 0.5062893081761006; 0.44339622641509435; 0.7867924528301887; 0.9947534102833158; 0.9937106918238994; 0.9947589098532496; 0.5078369905956112; 0.5031055900621118; 0.5063298650947501; 0.4234527687296417; 0.41935483870967744; 0.44280625371066695; 0.7853071564281191; 0.7818411097099621; 0.7867800278788204
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; 8; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.51041667 0.52631579 0.53684211 0.53157895 0.51052632]; 0.48264984227129337; 0.47318611987381703; 0.7849936948297604; 0.9894957983193278; 0.9894957983193278; 0.9894957983193278; 0.48427672955974843; 0.4935897435897436; 0.4828197165153687; 0.5102639296187683; 0.5209580838323353; 0.47047904191616774; 0.7883302296710117; 0.7947434292866082; 0.7849193639444478
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.51578947 0.52105263 0.51052632 0.51578947 0.55851064]; 0.509493670886076; 0.5316455696202531; 0.8082278481012658; 1.0; 1.0; 1.0; 0.5658263305322129; 0.6196319018404908; 0.5058943822927945; 0.5647058823529411; 0.631578947368421; 0.5353016688061617; 0.8158054711246201; 0.8504435994930292; 0.8082812182041632
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51578947 0.46842105 0.54736842 0.44736842 0.47368421]; 0.48417721518987344; 0.49683544303797467; 0.7958280657395702; 0.9989462592202318; 0.9978947368421053; 0.9989473684210526; 0.46905537459283386; 0.4864864864864865; 0.4843146718146718; 0.5137614678899083; 0.5121951219512195; 0.4962291399229781; 0.7959570435881238; 0.8005082592121983; 0.7958516138828287
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svd; 26; 174; 200; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5042016806722689; 0.4957983193277311; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6703910614525139; 1.0; 0.5; 0.6629213483146068; 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; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.525; 0.475; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6885245901639345; 1.0; 0.5; 0.6440677966101694; 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; 1194; 398; 398; 0.6; 0.2; 0.2; [0.48333333 0.475      0.5210084  0.5        0.49159664]; 0.484593837535014; 0.5042016806722689; 0.6436058700209644; 0.6354285714285715; 0.4656616415410385; 0.7328308207705192; 0.3428571428571428; 0.2608695652173913; 0.4917064589092737; 0.3917525773195876; 0.32947976878612717; 0.49897901482784623; 0.5297372060857538; 0.40146750524109015; 0.6436058700209644
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.47478992 0.51680672 0.50420168 0.51680672 0.49152542]; 0.49444444444444446; 0.5472222222222223; 0.5162473794549266; 0.5223140495867767; 0.531986531986532; 0.5134680134680134; 0.5; 0.5027624309392266; 0.4943979752461496; 0.5744125326370757; 0.6145251396648045; 0.5475940615451095; 0.5283597342871742; 0.5419287211740041; 0.5162473794549266
ensemble_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.5625     0.52916667 0.52941176 0.53781513 0.48739496]; 0.45098039215686275; 0.5014005602240896; 0.8039832285115304; 1.0; 1.0; 1.0; 0.449438202247191; 0.4419889502762431; 0.4511081115017579; 0.463855421686747; 0.4375; 0.500517955801105; 0.8012752391073328; 0.790356394129979; 0.8039832285115304
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.47916667 0.5125     0.54621849 0.44537815 0.48319328]; 0.49299719887955185; 0.49019607843137253; 0.8050314465408805; 0.9924559932942163; 0.9916247906197655; 0.992462311557789; 0.5173333333333333; 0.5388888888888889; 0.492608286252354; 0.4972375690607735; 0.5084745762711864; 0.49034839924670426; 0.8072538860103626; 0.8165618448637316; 0.8050314465408805
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49159664 0.48319328 0.47478992 0.5        0.52118644]; 0.4888888888888889; 0.4777777777777778; 0.7573375262054507; 0.9233361415332773; 0.9225589225589226; 0.9234006734006733; 0.5282051282051282; 0.5567567567567567; 0.48694980694980694; 0.5078534031413613; 0.5542857142857143; 0.4798455598455598; 0.7636549259826442; 0.7840670859538784; 0.7573375262054508
ensemble_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.55       0.48333333 0.5210084  0.54621849 0.52521008]; 0.5210084033613446; 0.5378151260504201; 0.8238993710691824; 1.0; 1.0; 1.0; 0.5315068493150684; 0.5105263157894737; 0.5217302237630004; 0.4923076923076923; 0.47904191616766467; 0.5342578001890955; 0.821656050955414; 0.8113207547169812; 0.8238993710691824
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.5        0.45798319 0.56722689 0.53361345 0.55462185]; 0.5195530726256983; 0.5195530726256983; 0.8155136268343816; 0.9932998324958124; 0.9949664429530202; 0.9932885906040269; 0.5634517766497462; 0.6065573770491803; 0.5175644028103045; 0.5376344086021505; 0.5714285714285714; 0.520686963309914; 0.8204081632653061; 0.8427672955974843; 0.8155136268343816
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svd; 26; 174; 200; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.5168067226890757; 0.4831932773109244; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6814404432132964; 1.0; 0.5; 0.6515580736543909; 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; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.48333333333333334; 0.5166666666666667; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6516853932584269; 1.0; 0.5; 0.6813186813186815; 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; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48611111 0.47902098 0.51048951 0.51048951 0.53146853]; 0.5042016806722689; 0.47478991596638653; 0.6787211740041929; 0.6516007532956686; 0.48324022346368717; 0.7416201117318436; 0.33707865168539325; 0.2702702702702703; 0.48946584379655245; 0.34554973821989526; 0.25984251968503935; 0.49028162020288; 0.5716282320055904; 0.42872117400419285; 0.6787211740041929
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48611111 0.51748252 0.50699301 0.54195804 0.54195804]; 0.46218487394957986; 0.5168067226890757; 0.5136268343815513; 0.4199830651989839; 0.3463687150837989; 0.5216480446927374; 0.40740740740740744; 0.3826086956521739; 0.45959703075291625; 0.5147679324894514; 0.4959349593495935; 0.517532697066101; 0.4320685434516524; 0.370020964360587; 0.5136268343815513
ensemble_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.48251748 0.49300699 0.4965035  0.45804196 0.47202797]; 0.4602510460251046; 0.48535564853556484; 0.8679245283018868; 1.0; 1.0; 1.0; 0.4366812227074236; 0.43103448275862066; 0.4594196804037005; 0.4675324675324676; 0.43902439024390244; 0.4867535744322961; 0.8666666666666667; 0.8584905660377359; 0.8679245283018868
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.51048951 0.41258741 0.44055944 0.46503497 0.48951049]; 0.49372384937238495; 0.47280334728033474; 0.870020964360587; 0.9993011879804332; 1.0; 0.9993006993006993; 0.48068669527896996; 0.4666666666666667; 0.49383753501400557; 0.45689655172413796; 0.44537815126050423; 0.4726890756302521; 0.869198312236287; 0.8637316561844863; 0.8700209643605868
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.48958333 0.4965035  0.52097902 0.51398601 0.49300699]; 0.47478991596638653; 0.4831932773109244; 0.570230607966457; 0.5724962630792226; 0.5349162011173184; 0.600558659217877; 0.3961352657004831; 0.35964912280701755; 0.47014714204867003; 0.45333333333333337; 0.4112903225806452; 0.4863469156762875; 0.536723163841808; 0.4979035639412998; 0.5702306079664571
ensemble_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.46853147 0.52797203 0.5        0.56993007 0.5       ]; 0.49372384937238495; 0.5062761506276151; 0.8747379454926625; 1.0; 1.0; 1.0; 0.4669603524229075; 0.4649122807017544; 0.4924561403508772; 0.5123966942148761; 0.496; 0.5067719298245614; 0.8741442864665613; 0.870020964360587; 0.8747379454926624
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.45138889 0.43706294 0.51048951 0.49300699 0.53146853]; 0.5294117647058824; 0.5168067226890757; 0.8778825995807128; 0.9958100558659218; 0.9958100558659218; 0.9958100558659218; 0.5757575757575758; 0.5984251968503937; 0.5244378236504221; 0.5344129554655871; 0.5945945945945946; 0.5217067461161949; 0.8800823468862583; 0.8962264150943396; 0.8778825995807129
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; 4; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.94791667 0.96875    0.92708333 0.96808511 0.95744681]; 0.5063291139240507; 0.5949367088607594; 0.8207070707070707; 1.0; 1.0; 1.0; 0.6020408163265306; 0.7763157894736842; 0.5162066752246469; 0.6923076923076923; 0.8372093023255814; 0.5713824289405686; 0.8386363636363636; 0.9225; 0.8196683673469387
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; 4; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.96875    0.94791667 0.96875    0.96808511 0.9787234 ]; 0.569620253164557; 0.5506329113924051; 0.8244949494949495; 1.0; 1.0; 1.0; 0.7043478260869566; 1.0; 0.5584415584415585; 0.6844444444444445; 0.9871794871794872; 0.5560897435897436; 0.8506981740064447; 0.9974811083123426; 0.8240570098523738
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.96875    0.92708333 0.95833333 0.96875    0.96808511]; 0.4779874213836478; 0.5534591194968553; 0.8065326633165829; 1.0; 1.0; 1.0; 0.5870646766169154; 0.8676470588235294; 0.5272301228183581; 0.6570048309178743; 0.8607594936708861; 0.5553797468354431; 0.8261851015801355; 0.9481865284974094; 0.8106786301023631
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.89583333 0.875      0.89583333 0.90625   ]; 0.4625; 0.4625; 0.78; 0.991701244813278; 0.9958333333333333; 0.9916666666666667; 0.5; 0.5443037974683544; 0.4635099234255352; 0.5376344086021505; 0.6097560975609756; 0.45872420262664165; 0.7904761904761904; 0.827930174563591; 0.779879874249214
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.9375     0.90425532 0.91489362 0.94680851]; 0.4620253164556962; 0.4936708860759494; 0.7911392405063291; 1.0; 1.0; 1.0; 0.53551912568306; 0.7; 0.48636363636363633; 0.5789473684210527; 0.7051282051282052; 0.49631410256410263; 0.8051948051948051; 0.8857142857142857; 0.7934744268077601
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.95833333 0.92708333 0.96875    0.94791667]; 0.5125; 0.46875; 0.79625; 1.0; 1.0; 1.0; 0.6454545454545455; 0.8452380952380952; 0.4949874686716792; 0.5933014354066986; 0.8732394366197183; 0.5096534261750276; 0.8206820682068207; 0.9443037974683545; 0.7980778246601032
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.97916667 0.96875    0.9375     0.9375     0.96875   ]; 0.55; 0.5; 0.81; 1.0; 1.0; 1.0; 0.47058823529411764; 0.4383561643835616; 0.541017162651551; 0.42028985507246375; 0.32222222222222224; 0.5253968253968254; 0.7984084880636605; 0.7468982630272953; 0.8104768393222119
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.96875    0.96875    0.93617021 0.94680851 0.94680851]; 0.5063291139240507; 0.5632911392405063; 0.8139240506329114; 1.0; 1.0; 1.0; 0.40909090909090906; 0.36; 0.49927710843373485; 0.5306122448979592; 0.4936708860759494; 0.5632911392405063; 0.804780876494024; 0.7749360613810742; 0.8135331935978053
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.94791667 0.9375     0.95833333 0.95744681 0.94680851]; 0.5126582278481012; 0.5759493670886076; 0.8169191919191919; 0.9979035639412999; 1.0; 0.9978991596638656; 0.5882352941176471; 0.5913978494623656; 0.4956989247311828; 0.6035502958579881; 0.6538461538461539; 0.5769230769230769; 0.8259303721488596; 0.8410757946210269; 0.8160992550128633
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.97183099 0.97887324 0.94366197 0.95774648 0.97183099]; 0.5508474576271186; 0.5338983050847458; 0.8147208121827412; 0.9957805907172996; 0.9971830985915493; 0.995774647887324; 0.6418918918918919; 0.753968253968254; 0.5360750360750361; 0.6333333333333334; 0.8715596330275229; 0.5578270606082496; 0.8324407039020658; 0.9220338983050848; 0.8149020842876775
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.97916667 0.96527778 0.94444444 0.97222222 0.95070423]; 0.5271966527196653; 0.5690376569037657; 0.818561872909699; 0.9986091794158554; 1.0; 0.9986072423398329; 0.627062706270627; 0.7851239669421488; 0.5239179156744642; 0.6688102893890676; 0.8253968253968254; 0.554291333052395; 0.8372093023255814; 0.9207920792079208; 0.8171757006209095
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.95833333 0.96527778 0.95138889 0.98591549 0.95774648]; 0.6008403361344538; 0.5546218487394958; 0.8296979865771812; 0.9972067039106145; 0.9972067039106145; 0.9972067039106145; 0.6689895470383275; 0.8205128205128205; 0.6044712862894681; 0.6214285714285714; 0.8365384615384616; 0.5861796785304247; 0.8417770849571318; 0.9326424870466321; 0.8325528911579001
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.90972222 0.88888889 0.86111111 0.84722222 0.91666667]; 0.4583333333333333; 0.5; 0.7866666666666666; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.5149253731343284; 0.5847457627118644; 0.4604056682411781; 0.5275590551181102; 0.5537190082644629; 0.49954857976248357; 0.7938808373590982; 0.8230383973288815; 0.7867271853532927
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.88888889 0.89583333 0.87323944 0.88732394 0.90140845]; 0.4831932773109244; 0.5294117647058824; 0.8008403361344538; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.5138339920948616; 0.5416666666666666; 0.4826977401129943; 0.5692307692307692; 0.5826771653543307; 0.5255728169113996; 0.8068459657701712; 0.8195364238410596; 0.8005531948556834
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.875      0.90972222 0.93055556 0.9084507  0.92253521]; 0.48739495798319327; 0.5; 0.7961409395973155; 0.9971988795518207; 0.994413407821229; 0.9972067039106145; 0.5579710144927537; 0.6363636363636364; 0.48484848484848486; 0.5672727272727273; 0.639344262295082; 0.4963962690785755; 0.8079051383399208; 0.8502495840266223; 0.795683167647829
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.96527778 0.95138889 0.98611111 0.9375     0.96527778]; 0.5791666666666667; 0.525; 0.82; 0.9986091794158554; 0.9972222222222222; 0.9986111111111111; 0.5429864253393665; 0.5128205128205128; 0.5775484677923702; 0.5128205128205129; 0.5084745762711864; 0.5247290914142817; 0.8160136286201023; 0.8050420168067227; 0.8198763803041877
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.95833333 0.95138889 0.97222222 0.97222222 0.95833333]; 0.6583333333333333; 0.6458333333333334; 0.86; 0.9986091794158554; 0.9972222222222222; 0.9986111111111111; 0.7132867132867133; 0.8360655737704918; 0.6553209224784662; 0.7138047138047139; 0.8688524590163934; 0.6420533481522646; 0.8709677419354839; 0.9387417218543046; 0.8594715320680919
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.9375     0.97183099 0.97183099 0.95070423 0.95774648]; 0.5780590717299579; 0.5316455696202531; 0.8220910623946037; 1.0; 1.0; 1.0; 0.5901639344262295; 0.6260869565217392; 0.5794369208838204; 0.5647058823529413; 0.6260869565217392; 0.5343549536707056; 0.8257638315441784; 0.8532423208191127; 0.8224544937428897
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.96354167 0.94791667 0.96354167 0.95833333 0.94736842]; 0.5329153605015674; 0.5015673981191222; 0.806390977443609; 0.9989550679205852; 0.9979123173277662; 0.9989561586638831; 0.6494117647058824; 0.8518518518518519; 0.5278367539514036; 0.6131386861313869; 0.802547770700637; 0.5062121569552568; 0.8276631344116007; 0.9298245614035088; 0.8063909774436089
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.88541667 0.96354167 0.89583333 0.95263158 0.95789474]; 0.5125786163522013; 0.5849056603773585; 0.8197236180904522; 1.0; 1.0; 1.0; 0.6403712296983758; 0.8679245283018868; 0.5125786163522013; 0.691588785046729; 0.9192546583850931; 0.5806464374728013; 0.8418732782369146; 0.9573934837092731; 0.8193768426103041
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.953125   0.94791667 0.94791667 0.92708333 0.94270833]; 0.58125; 0.59375; 0.83375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5889570552147239; 0.6274509803921569; 0.5831865680403898; 0.6285714285714286; 0.6918238993710691; 0.5943591546544786; 0.8372093023255814; 0.8636363636363636; 0.8340459045904592
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.86458333 0.859375   0.84210526 0.88421053 0.91052632]; 0.5440251572327044; 0.559748427672956; 0.8157232704402516; 0.9915966386554623; 0.989517819706499; 0.9916142557651991; 0.6174142480211081; 0.6882352941176471; 0.5333068362480127; 0.5930232558139534; 0.6666666666666666; 0.5636363636363635; 0.8250746268656717; 0.86375; 0.8154193037974683
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.89473684 0.92631579 0.92105263 0.89473684 0.89361702]; 0.4936708860759494; 0.4588607594936709; 0.7892405063291139; 0.9978858350951374; 0.9957805907172996; 0.9978902953586498; 0.5238095238095238; 0.5751633986928104; 0.49617065640161995; 0.5340599455040871; 0.6282051282051282; 0.4609775641025641; 0.79805942995755; 0.8403575989782887; 0.7896894644828709
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.890625   0.85789474 0.92631579 0.86315789 0.88421053]; 0.5078864353312302; 0.47318611987381703; 0.7963430012610341; 1.0; 1.0; 1.0; 0.5737704918032787; 0.7394366197183099; 0.5297183098591549; 0.5706940874035991; 0.6568047337278107; 0.4601591236206621; 0.810779144698301; 0.8792884371029225; 0.7969658706165427
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.92708333 0.96354167 0.93684211 0.95789474 0.95789474]; 0.5566037735849056; 0.5723270440251572; 0.8150943396226416; 0.982010582010582; 0.9727463312368972; 0.9821802935010482; 0.5840707964601771; 0.6226415094339622; 0.5566037735849056; 0.6114285714285714; 0.6729559748427673; 0.5723270440251572; 0.8200734394124848; 0.8427672955974843; 0.8150943396226416
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.97916667 0.95833333 0.94791667 0.94736842 0.95263158]; 0.5314465408805031; 0.5062893081761006; 0.803391959798995; 0.9926854754440961; 0.9937238493723849; 0.9926778242677825; 0.6265664160401002; 0.7575757575757576; 0.5225787284610814; 0.59846547314578; 0.740506329113924; 0.507753164556962; 0.820835718374356; 0.8951310861423221; 0.8028120664592773
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.94791667 0.96354167 0.94791667 0.93229167 0.95263158]; 0.554858934169279; 0.5579937304075235; 0.8208020050125313; 0.9968652037617555; 0.9958246346555324; 0.9968684759916493; 0.6055555555555555; 0.7315436241610739; 0.565771812080537; 0.6259946949602122; 0.7763157894736842; 0.5677986132997164; 0.8311688311688312; 0.9025641025641026; 0.8226055806938161
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.93333333 0.94166667 0.96218487 0.9789916  0.94957983]; 0.5938375350140056; 0.5238095238095238; 0.8270440251572327; 0.9874055415617129; 0.9849246231155779; 0.9874371859296482; 0.6827133479212254; 0.8478260869565217; 0.5857627544609199; 0.6205357142857143; 0.8034682080924855; 0.5321688866549384; 0.8425572519083969; 0.9255765199161425; 0.8270440251572326
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.93333333 0.95416667 0.97478992 0.94117647 0.94117647]; 0.5406162464985994; 0.5630252100840336; 0.8322851153039832; 1.0; 1.0; 1.0; 0.6510638297872341; 0.8947368421052632; 0.5548953027730616; 0.6722689075630253; 0.8602150537634409; 0.549990567817393; 0.8504672897196262; 0.9538784067085954; 0.8322851153039832
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.95416667 0.97083333 0.95378151 0.94957983 0.94537815]; 0.5798319327731093; 0.6190476190476191; 0.8490566037735849; 0.998324958123953; 0.998324958123953; 0.998324958123953; 0.6052631578947368; 0.672514619883041; 0.5835691378985097; 0.6565656565656566; 0.6989247311827957; 0.6155442369364271; 0.8538071065989848; 0.8815513626834381; 0.8490566037735848
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; 10; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.87916667 0.89915966 0.93697479 0.87394958 0.89915966]; 0.4692737430167598; 0.4692737430167598; 0.7976939203354297; 0.9949664429530202; 0.9949664429530202; 0.9949664429530203; 0.5581395348837209; 0.6417112299465241; 0.46120649216624443; 0.5497630331753555; 0.6783625730994152; 0.4782187197047878; 0.8111545988258317; 0.8689727463312369; 0.7976939203354297
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.86134454 0.8907563  0.8907563  0.88655462 0.94117647]; 0.49025069637883006; 0.5431754874651811; 0.8176100628930818; 0.9991603694374475; 1.0; 0.9991596638655462; 0.5632458233890215; 0.6742857142857143; 0.4947515527950311; 0.6168224299065421; 0.717391304347826; 0.538695652173913; 0.8292443572129539; 0.8857442348008385; 0.8176100628930818
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.8907563  0.8697479  0.87394958 0.87815126 0.88235294]; 0.5682451253481894; 0.5153203342618384; 0.8254716981132075; 0.9966329966329966; 0.9949579831932773; 0.9966386554621849; 0.5682451253481895; 0.6219512195121951; 0.5725140712945591; 0.5693069306930693; 0.5897435897435898; 0.5082864290181364; 0.8293182983085596; 0.8480083857442348; 0.8254716981132075
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.92083333 0.95833333 0.93277311 0.95378151 0.92857143]; 0.5210084033613446; 0.5266106442577031; 0.8186582809224319; 0.994991652754591; 0.998324958123953; 0.9949748743718593; 0.4639498432601881; 0.4065934065934066; 0.5232967032967033; 0.5072886297376094; 0.49714285714285716; 0.526043956043956; 0.8139784946236558; 0.7935010482180294; 0.8186582809224319
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.95378151 0.96218487 0.94957983 0.93697479 0.95378151]; 0.5905292479108635; 0.5988857938718662; 0.8443396226415094; 0.9949409780775718; 0.9915966386554622; 0.9949579831932773; 0.6121372031662268; 0.6170212765957447; 0.5892123926838373; 0.6269430051813473; 0.7076023391812866; 0.6038011695906433; 0.8477703741670938; 0.8668763102725366; 0.8443396226415094
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.95798319 0.94117647 0.94957983 0.92016807 0.96638655]; 0.5376044568245125; 0.6100278551532033; 0.8385744234800838; 0.9983193277310924; 0.9983193277310924; 0.9983193277310924; 0.6391304347826087; 0.84; 0.5449999999999999; 0.6902654867256638; 0.8478260869565217; 0.6039130434782609; 0.8534728829686014; 0.940251572327044; 0.8385744234800838
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95833333 0.93706294 0.94405594 0.96153846 0.95104895]; 0.5504201680672269; 0.5882352941176471; 0.8883647798742138; 0.9944289693593316; 0.9972067039106145; 0.9944134078212291; 0.6372881355932204; 0.8173913043478261; 0.5591021562389538; 0.6733333333333332; 0.8211382113821138; 0.5801343230823612; 0.8951255539143279; 0.9528301886792453; 0.8883647798742138
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94097222 0.95138889 0.96503497 0.95804196 0.95454545]; 0.6160337552742616; 0.5991561181434599; 0.899895178197065; 0.9965253648366921; 1.0; 0.996513249651325; 0.6915254237288135; 0.8571428571428571; 0.6150121065375302; 0.6619217081850535; 0.788135593220339; 0.599950149551346; 0.9052109181141439; 0.9559748427672956; 0.899895178197065
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.94755245 0.95454545 0.95804196 0.97552448 0.9471831 ]; 0.625; 0.6166666666666667; 0.9014675052410901; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.6616541353383458; 0.7333333333333333; 0.6249999999999999; 0.6592592592592593; 0.7416666666666667; 0.6166666666666667; 0.9042769857433808; 0.9308176100628931; 0.9014675052410902
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.83916084 0.87412587 0.88461538 0.86713287 0.88028169]; 0.45416666666666666; 0.5166666666666667; 0.8663522012578616; 0.9943820224719101; 0.9915966386554622; 0.9943977591036415; 0.5435540069686411; 0.7027027027027027; 0.47150639011104123; 0.6282051282051282; 0.7596899224806202; 0.49696207835742723; 0.8739495798319328; 0.9266247379454927; 0.8663522012578616
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.8986014  0.88111888 0.83216783 0.88461538 0.88732394]; 0.4625; 0.4708333333333333; 0.8632075471698113; 0.9964912280701755; 0.9943977591036415; 0.9964985994397759; 0.5904761904761905; 0.75; 0.4525862068965517; 0.5836065573770491; 0.7672413793103449; 0.48039488320355955; 0.8723716381418092; 0.9350104821802935; 0.8632075471698113
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.86013986 0.87062937 0.9020979  0.86363636 0.9020979 ]; 0.4769874476987448; 0.497907949790795; 0.870020964360587; 0.9979006298110568; 0.9972027972027973; 0.9979020979020979; 0.5551601423487544; 0.6782608695652174; 0.48429172510518936; 0.6; 0.7258064516129032; 0.4889901823281908; 0.8766169154228856; 0.9234800838574424; 0.870020964360587
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95486111 0.94055944 0.94055944 0.94055944 0.96153846]; 0.5; 0.5462184873949579; 0.8736897274633124; 0.9902506963788301; 0.9930167597765364; 0.9902234636871508; 0.4711111111111111; 0.4649122807017544; 0.49858517260894164; 0.5609756097560976; 0.5564516129032258; 0.5457696661007356; 0.8736234923964341; 0.8731656184486373; 0.8736897274633124
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.91958042 0.96503497 0.95454545 0.96503497 0.96126761]; 0.5125; 0.5375; 0.8789308176100629; 0.9979035639412999; 1.0; 0.9978991596638656; 0.5224489795918368; 0.5245901639344263; 0.5122950819672132; 0.5355648535564854; 0.5423728813559322; 0.5375798833009169; 0.879373368146214; 0.8825995807127882; 0.8789308176100629
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.95454545 0.92657343 0.94755245 0.94405594 0.95104895]; 0.4811715481171548; 0.5523012552301255; 0.8763102725366876; 0.9965059399021663; 0.9972027972027973; 0.9965034965034965; 0.39215686274509803; 0.33613445378151263; 0.48056722689075637; 0.5023255813953489; 0.45; 0.5527310924369748; 0.8724324324324325; 0.8459119496855346; 0.8763102725366877
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; 4; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.85416667 0.88541667 0.91666667 0.89361702 0.86170213]; 0.6012658227848101; 0.6582278481012658; 0.8396464646464646; 0.9789029535864979; 0.9747899159663865; 0.9789915966386555; 0.6926829268292682; 0.8875; 0.5975961538461538; 0.7452830188679246; 0.8777777777777778; 0.6227124183006536; 0.8574635241301908; 0.9362745098039216; 0.8366268382352942
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.88541667 0.85416667 0.88541667 0.86458333 0.87234043]; 0.5911949685534591; 0.5911949685534591; 0.8266331658291457; 0.983050847457627; 0.9707112970711297; 0.9832635983263599; 0.6242774566473988; 0.7297297297297297; 0.6001589825119237; 0.6285714285714286; 0.7534246575342466; 0.6034565148136349; 0.8317073170731708; 0.883419689119171; 0.828295210413244
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.86458333 0.91666667 0.85416667 0.91489362 0.84042553]; 0.6455696202531646; 0.6582278481012658; 0.8497474747474747; 0.9811320754716982; 0.9831932773109243; 0.98109243697479; 0.7052631578947368; 0.8481012658227848; 0.6455696202531646; 0.7127659574468086; 0.8375; 0.6559294871794872; 0.8608187134502924; 0.9269521410579346; 0.8495520198960559
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.71875    0.70833333 0.67708333 0.78125   ]; 0.45625; 0.5; 0.79125; 1.0; 1.0; 1.0; 0.4912280701754386; 0.5526315789473685; 0.46083959899749377; 0.5180722891566265; 0.5584415584415584; 0.5021123454858395; 0.7955936352509181; 0.8269720101781171; 0.7918643834674369
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.73958333 0.65625    0.625      0.64583333]; 0.5625; 0.5625; 0.825; 1.0; 1.0; 1.0; 0.6236559139784946; 0.6904761904761905; 0.5557644110275689; 0.5930232558139535; 0.6455696202531646; 0.563525550867323; 0.8329355608591885; 0.8660049627791563; 0.8246901388203086
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.62765957 0.67021277 0.58510638 0.68085106 0.64130435]; 0.5512820512820513; 0.4807692307692308; 0.8064102564102564; 1.0; 1.0; 1.0; 0.5270270270270271; 0.46987951807228917; 0.5568575672553226; 0.4635761589403974; 0.3977272727272727; 0.49298128342245995; 0.803129074315515; 0.7604938271604939; 0.8082469135802469
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.9375     0.92708333 0.98958333 0.90625   ]; 0.6625; 0.6375; 0.85125; 0.9852631578947368; 0.975; 0.9854166666666667; 0.7127659574468085; 0.8481012658227848; 0.6647913736521331; 0.7289719626168224; 0.8571428571428571; 0.6024844720496894; 0.8643101482326112; 0.9243902439024391; 0.8493746091307067
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.91666667 0.97916667 0.95744681 0.95744681 0.91489362]; 0.5886075949367089; 0.5886075949367089; 0.8329113924050633; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.6596858638743456; 0.7411764705882353; 0.5760676873489121; 0.6060606060606061; 0.7246376811594203; 0.6038918742875753; 0.8409638554216867; 0.8925831202046036; 0.8335096052150838
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.92708333 0.90625    0.92553191 0.94680851 0.93617021]; 0.6582278481012658; 0.6075949367088608; 0.8531645569620253; 1.0; 1.0; 1.0; 0.7187499999999999; 0.8313253012048193; 0.648995983935743; 0.6702127659574467; 0.7974683544303798; 0.6075949367088608; 0.8641686182669788; 0.924812030075188; 0.8524315904851643
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.88888889 0.875      0.88888889 0.90277778 0.93661972]; 0.606694560669456; 0.5941422594142259; 0.8403010033444817; 1.0; 1.0; 1.0; 0.6642857142857143; 0.8157894736842105; 0.6158947368421053; 0.6643598615916955; 0.8135593220338984; 0.5968623056450484; 0.8515928515928516; 0.9272419627749577; 0.841306931800702
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.90277778 0.93055556 0.88888889 0.93055556 0.92361111]; 0.5916666666666667; 0.6666666666666666; 0.8516666666666667; 1.0; 1.0; 1.0; 0.6643835616438356; 0.8660714285714286; 0.6088169642857143; 0.7315436241610738; 0.8790322580645161; 0.6593437152391546; 0.8641221374045801; 0.9496644295302014; 0.8523156584737099
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.93661972 0.9084507  0.90140845 0.93661972 0.85915493]; 0.652542372881356; 0.6567796610169492; 0.862098138747885; 1.0; 1.0; 1.0; 0.698529411764706; 0.7983193277310925; 0.6512964160022984; 0.6582278481012659; 0.75; 0.6666666666666666; 0.8662838392124692; 0.9134948096885813; 0.8632043584866748
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; 6; ipca_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.67605634 0.6971831  0.76056338 0.71830986 0.75      ]; 0.5635593220338984; 0.5466101694915254; 0.7745762711864407; 0.9220055710306406; 0.9350282485875706; 0.9209039548022598; 0.6171003717472119; 0.7094017094017094; 0.5647848883143001; 0.624561403508772; 0.7295081967213115; 0.5401926948518838; 0.7908805031446541; 0.8482293423271501; 0.774199850039214
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.61805556 0.65972222 0.66666667 0.70138889 0.62676056]; 0.5146443514644351; 0.49372384937238495; 0.7951505016722408; 0.9888888888888889; 0.9916434540389972; 0.988857938718663; 0.5671641791044777; 0.6031746031746031; 0.5095519033572131; 0.546816479400749; 0.6293103448275862; 0.4975820016820858; 0.8047808764940241; 0.8402662229617305; 0.7949230274472519
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.6971831  0.66901408 0.64084507]; 0.5252100840336135; 0.49159663865546216; 0.7915966386554621; 0.9803921568627451; 0.9803921568627451; 0.9803921568627451; 0.5498007968127491; 0.5307692307692308; 0.5246438746438746; 0.4474885844748858; 0.4666666666666667; 0.4889724310776943; 0.7905405405405406; 0.7905405405405406; 0.7915913405043841
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.92361111 0.88888889 0.88028169 0.85211268 0.82394366]; 0.5042016806722689; 0.5546218487394958; 0.7991596638655463; 0.9789621318373073; 0.9775910364145658; 0.9789915966386554; 0.546153846153846; 0.5966386554621849; 0.5042016806722689; 0.5655737704918032; 0.6160714285714286; 0.5580357142857143; 0.8036154478225143; 0.8316326530612245; 0.7995372567631704
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.86805556 0.89583333 0.83802817 0.88732394 0.90140845]; 0.6512605042016807; 0.6680672268907563; 0.8521008403361344; 0.9803921568627451; 0.9803921568627451; 0.9803921568627451; 0.695970695970696; 0.7983193277310925; 0.6512605042016807; 0.6949806949806949; 0.8035714285714286; 0.6755952380952381; 0.8587479935794543; 0.9098639455782312; 0.8527725043505775
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.90277778 0.875      0.88732394 0.87323944 0.8943662 ]; 0.7478991596638656; 0.726890756302521; 0.8890756302521008; 0.9901547116736991; 0.9859943977591037; 0.9901960784313726; 0.7272727272727273; 0.7339449541284404; 0.7468174383045303; 0.7325102880658437; 0.7807017543859649; 0.7290605546123373; 0.8875638841567289; 0.8982758620689655; 0.8893018654607122
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.9375     0.92708333 0.88541667 0.94210526 0.95789474]; 0.5691823899371069; 0.6352201257861635; 0.8266331658291457; 0.9757127771911298; 0.9665271966527197; 0.9759414225941423; 0.6459948320413437; 0.8169934640522876; 0.5781937017231135; 0.7114427860696517; 0.8666666666666667; 0.6261437908496732; 0.8410138248847926; 0.9170854271356784; 0.8266331658291458
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.88020833 0.90104167 0.93157895 0.90526316]; 0.6823899371069182; 0.6792452830188679; 0.8574120603015075; 0.9751037344398341; 0.9832635983263598; 0.9748953974895398; 0.733509234828496; 0.852760736196319; 0.6779932713239659; 0.731578947368421; 0.8580246913580247; 0.6758072174738842; 0.8682530470110272; 0.9315068493150684; 0.8567546920846572
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.921875   0.88541667 0.90104167 0.90526316 0.92631579]; 0.6257861635220126; 0.6477987421383647; 0.8479899497487438; 0.98840885142255; 0.9811715481171548; 0.9884937238493724; 0.6757493188010898; 0.7607361963190185; 0.622303582030477; 0.6871508379888268; 0.7987012987012987; 0.6523994298384542; 0.8554360812425329; 0.9006289308176101; 0.848055996149081
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.63157895 0.62631579 0.63684211 0.63684211 0.64361702]; 0.5031645569620253; 0.5253164556962026; 0.8056962025316455; 1.0; 1.0; 1.0; 0.5368731563421828; 0.5515151515151515; 0.5009231386714831; 0.5398773006134969; 0.5569620253164557; 0.5253164556962024; 0.8096714197148172; 0.8193224592220828; 0.8055743841448855
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.59895833 0.58854167 0.55208333 0.5625     0.56842105]; 0.5517241379310345; 0.49843260188087773; 0.8101503759398496; 1.0; 1.0; 1.0; 0.5731343283582089; 0.5517241379310345; 0.5517241379310345; 0.48387096774193555; 0.49019607843137253; 0.4981100874084574; 0.8109794135995009; 0.8064516129032258; 0.8101878317680686
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.59895833 0.60416667 0.56770833 0.67894737 0.59473684]; 0.4968553459119497; 0.5125786163522013; 0.8015075376884422; 0.9989528795811519; 0.997907949790795; 0.9989539748953975; 0.4968553459119497; 0.5096774193548387; 0.4971699980209776; 0.5373134328358209; 0.5732484076433121; 0.5133322783558175; 0.8034825870646767; 0.8177215189873418; 0.8016288392941696
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.90104167 0.91666667 0.91145833 0.90625    0.875     ]; 0.653125; 0.63125; 0.826875; 0.9501039501039502; 0.9520833333333333; 0.9500000000000001; 0.7146529562982006; 0.7853107344632768; 0.6374106119868832; 0.6589595375722542; 0.75; 0.6369047619047619; 0.836770771950501; 0.8776266996291718; 0.8262975470332965
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.859375   0.88541667 0.86842105 0.85263158 0.86315789]; 0.6918238993710691; 0.720125786163522; 0.8622641509433963; 0.9665970772442589; 0.9706498951781971; 0.9664570230607967; 0.7215909090909091; 0.8193548387096774; 0.6949534929744706; 0.7601078167115903; 0.834319526627219; 0.7124617767364284; 0.8697204045211183; 0.9126092384519351; 0.8618812985669054
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.91145833 0.88541667 0.90104167 0.88020833 0.859375  ]; 0.65; 0.625; 0.85125; 0.9937238493723849; 0.9895833333333334; 0.99375; 0.7142857142857143; 0.8433734939759037; 0.6424659677671727; 0.679144385026738; 0.8300653594771242; 0.6335955539900592; 0.8617886178861789; 0.9286608260325406; 0.8513466427291293
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.93277311 0.92016807 0.89915966 0.93697479 0.89830508]; 0.6361111111111111; 0.6166666666666667; 0.8584905660377359; 0.9991575400168492; 0.9983164983164983; 0.9991582491582491; 0.7158351409978309; 0.9217877094972067; 0.6376894348591006; 0.6946902654867257; 0.8674033149171271; 0.6152659032686194; 0.8714285714285713; 0.9591194968553459; 0.8584905660377359
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.91666667 0.88655462 0.91176471 0.91176471 0.88235294]; 0.6061452513966481; 0.6201117318435754; 0.8459119496855346; 0.9857740585774059; 0.988255033557047; 0.985738255033557; 0.6028169014084507; 0.6257309941520468; 0.606983144134847; 0.6304347826086958; 0.6203208556149733; 0.620101948275323; 0.8467153284671532; 0.8511530398322851; 0.8459119496855346
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8907563  0.87394958 0.90336134 0.8487395  0.90677966]; 0.6666666666666666; 0.5805555555555556; 0.8553459119496856; 0.9958018471872376; 0.9983164983164983; 0.9957912457912458; 0.6969696969696969; 0.75; 0.6647727272727273; 0.6177215189873417; 0.6931818181818182; 0.58300395256917; 0.8607467204843593; 0.8941299790356394; 0.8553459119496855
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; 10; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.67916667 0.6125     0.62916667 0.57916667 0.59663866]; 0.49577464788732395; 0.49577464788732395; 0.8118448637316562; 0.9991659716430359; 1.0; 0.9991652754590985; 0.5374677002583981; 0.5942857142857143; 0.4971428571428572; 0.5445292620865141; 0.5944444444444444; 0.49436507936507934; 0.8185952501263264; 0.8490566037735849; 0.8118448637316562
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65966387 0.75210084 0.62605042 0.62605042 0.67372881]; 0.5055555555555555; 0.5055555555555555; 0.810272536687631; 0.9949494949494949; 0.9949494949494949; 0.9949494949494948; 0.5658536585365854; 0.6823529411764706; 0.5148606811145511; 0.600896860986547; 0.7052631578947368; 0.4938080495356037; 0.8228962818003913; 0.8815513626834381; 0.810272536687631
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71428571 0.69747899 0.63865546 0.63445378 0.70338983]; 0.5333333333333333; 0.5111111111111111; 0.8039832285115304; 0.9749163879598662; 0.9814814814814815; 0.9747474747474747; 0.5254237288135594; 0.5314285714285715; 0.5332818532818533; 0.5; 0.4756756756756757; 0.5121235521235521; 0.8033648790746583; 0.80083857442348; 0.8039832285115304
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.88333333 0.88235294 0.90336134 0.85294118 0.90336134]; 0.6703910614525139; 0.6871508379888268; 0.8385744234800838; 0.9343434343434343; 0.9312080536912751; 0.9345637583892618; 0.7093596059113301; 0.7783783783783784; 0.6666458365880331; 0.7113402061855669; 0.7976878612716763; 0.6907358225277301; 0.8446014127144298; 0.8773584905660378; 0.8385744234800839
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8625     0.90833333 0.91176471 0.86134454 0.90336134]; 0.6554621848739496; 0.680672268907563; 0.8626834381551363; 0.9789739276703112; 0.9748743718592965; 0.9790619765494137; 0.6573816155988857; 0.6704545454545454; 0.6556692616775489; 0.6918918918918918; 0.7071823204419889; 0.6802957056755399; 0.8633993743482795; 0.8679245283018868; 0.8626834381551363
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.81512605 0.86554622 0.8697479  0.83613445 0.8220339 ]; 0.6472222222222223; 0.6888888888888889; 0.8611111111111112; 0.9781879194630873; 0.9814814814814815; 0.9781144781144779; 0.6595174262734586; 0.7028571428571428; 0.6487258687258687; 0.7185929648241206; 0.772972972972973; 0.6864864864864865; 0.8650025471217524; 0.889937106918239; 0.861111111111111
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.89583333 0.89930556 0.88811189 0.9020979  0.91958042]; 0.6540084388185654; 0.6075949367088608; 0.8815513626834381; 0.9643107067879636; 0.9609483960948396; 0.9644351464435146; 0.7530120481927711; 0.9398496240601504; 0.6141555812608444; 0.6736842105263158; 0.9230769230769231; 0.6419895893580104; 0.8895405669599218; 0.9538784067085954; 0.8815513626834381
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88461538 0.90909091 0.88811189 0.88461538 0.89160839]; 0.602510460251046; 0.6610878661087866; 0.8852201257861635; 0.9699510831586302; 0.9706293706293706; 0.9699300699300699; 0.6666666666666667; 0.7983193277310925; 0.603326330532213; 0.7157894736842104; 0.85; 0.6602941176470588; 0.8905547226386806; 0.9339622641509434; 0.8852201257861636
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8986014  0.87062937 0.85664336 0.91258741 0.86013986]; 0.6694560669456067; 0.6820083682008368; 0.9150943396226415; 0.9951014695591323; 0.9944055944055944; 0.9951048951048951; 0.7084870848708487; 0.8275862068965517; 0.673955705074292; 0.7076923076923077; 0.7479674796747967; 0.680018222596019; 0.9173469387755102; 0.9423480083857443; 0.9150943396226415
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59440559 0.66083916 0.61538462 0.59440559 0.63732394]; 0.4625; 0.5333333333333333; 0.7950733752620545; 0.897680763983629; 0.9215686274509803; 0.8949579831932772; 0.4777327935222673; 0.5130434782608696; 0.4645217391304348; 0.552; 0.552; 0.5325217391304348; 0.8008150789607744; 0.8238993710691824; 0.7950733752620545
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.63541667 0.66783217 0.65034965 0.62587413 0.65734266]; 0.4957983193277311; 0.5042016806722689; 0.8752620545073375; 1.0; 1.0; 1.0; 0.5348837209302325; 0.5847457627118644; 0.49653954802259886; 0.5563909774436091; 0.6166666666666667; 0.5032485875706214; 0.878323108384458; 0.90041928721174; 0.8752620545073375
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.64685315 0.66433566 0.63986014 0.69366197]; 0.5083333333333333; 0.49166666666666664; 0.8548218029350105; 0.9743944636678201; 0.9859943977591037; 0.9740896358543417; 0.5241935483870968; 0.5416666666666666; 0.5083333333333333; 0.5; 0.5083333333333333; 0.49166666666666664; 0.856995353639649; 0.870020964360587; 0.8548218029350105
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.83680556 0.87412587 0.88811189 0.89160839 0.86013986]; 0.6218487394957983; 0.5840336134453782; 0.8438155136268344; 0.9242529534398888; 0.9287709497206704; 0.9238826815642458; 0.6399999999999999; 0.7017543859649122; 0.6250707413695529; 0.6264150943396226; 0.6693548387096774; 0.580291454442558; 0.8474923234390992; 0.8679245283018868; 0.8438155136268344
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.875      0.88541667 0.88888889 0.85416667 0.89160839]; 0.6382978723404256; 0.7063829787234043; 0.8977987421383647; 0.9715869715869717; 0.9749652294853964; 0.9714881780250348; 0.6382978723404256; 0.635593220338983; 0.6383094306823119; 0.7136929460580913; 0.7350427350427351; 0.7065044183688252; 0.8983845752996352; 0.9035639412997903; 0.8977987421383649
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.87847222 0.875      0.85664336 0.85314685 0.86363636]; 0.6455696202531646; 0.6835443037974683; 0.9072327044025157; 0.9874125874125874; 0.9846582984658299; 0.9874476987447699; 0.6692913385826771; 0.7522123893805309; 0.6502997430773623; 0.7104247104247104; 0.7419354838709677; 0.6807022552098202; 0.9089037570766856; 0.9255765199161425; 0.9072327044025157
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.82291667 0.83333333 0.84042553 0.86170213 0.84042553]; 0.6645569620253164; 0.6645569620253164; 0.8139240506329114; 0.907865168539326; 0.8523206751054853; 0.9135021097046413; 0.6748466257668712; 0.6790123456790124; 0.6641814975148308; 0.6344827586206897; 0.6301369863013698; 0.6621273166800966; 0.804780876494024; 0.7749360613810742; 0.8135331935978053
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.92708333 0.875      0.85416667 0.91666667]; 0.6625; 0.6125; 0.85375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6966292134831461; 0.7948717948717948; 0.6657285803627266; 0.6395348837209303; 0.7051282051282052; 0.6147592245153222; 0.858866103739445; 0.898989898989899; 0.8541979197919792
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.86458333 0.875      0.875      0.76595745]; 0.6289308176100629; 0.6666666666666666; 0.8329145728643216; 0.9563409563409563; 0.9623430962343096; 0.9560669456066945; 0.6143790849673201; 0.5949367088607594; 0.6287183544303798; 0.6293706293706293; 0.5769230769230769; 0.6650047483380817; 0.8288288288288288; 0.8131313131313131; 0.8328156565656566
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.51041667 0.48958333 0.54166667 0.60416667]; 0.51875; 0.45625; 0.5625; 0.5848214285714285; 0.5458333333333333; 0.6125; 0.5276073619631902; 0.5119047619047619; 0.5191102756892231; 0.4596273291925466; 0.46835443037974683; 0.45639943741209565; 0.5466321243523314; 0.5235732009925558; 0.5627941571713408
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5        0.58333333 0.54166667 0.5625     0.47916667]; 0.4875; 0.5375; 0.805; 1.0; 1.0; 1.0; 0.49382716049382713; 0.5; 0.48749999999999993; 0.5647058823529413; 0.5783132530120482; 0.5359098732592709; 0.8078817733990148; 0.8138957816377171; 0.8049327774687327
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.44791667 0.54166667 0.44791667 0.5625    ]; 0.43125; 0.4375; 0.7725; 0.997920997920998; 1.0; 0.9979166666666667; 0.4129032258064516; 0.4155844155844156; 0.43068377405726804; 0.40789473684210525; 0.3924050632911392; 0.43694327238631037; 0.7690355329949239; 0.7651515151515151; 0.7724272427242724
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.66666667 0.82291667 0.70833333 0.83333333]; 0.6; 0.58125; 0.68375; 0.7662835249042146; 0.8333333333333334; 0.7458333333333335; 0.6666666666666666; 0.8205128205128205; 0.6053783614759225; 0.6378378378378378; 0.7108433734939759; 0.5762009075262088; 0.7185761957730811; 0.8054862842892768; 0.6834448965306033
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.85416667 0.84375    0.88541667 0.82291667]; 0.59375; 0.675; 0.83875; 0.9751037344398341; 0.9791666666666666; 0.975; 0.5806451612903225; 0.625; 0.5965909090909091; 0.7204301075268817; 0.7528089887640449; 0.6651368887482196; 0.8432563791008505; 0.8653366583541147; 0.8386833667710423
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.83333333 0.75       0.77083333 0.77083333]; 0.65625; 0.63125; 0.84625; 0.9810526315789473; 0.9708333333333333; 0.98125; 0.6258503401360545; 0.6301369863013698; 0.6541489529207998; 0.609271523178808; 0.5897435897435898; 0.6302376485303315; 0.8408796895213454; 0.8312020460358056; 0.8459188714286607
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.76760563 0.76760563 0.77464789 0.73943662 0.75714286]; 0.635593220338983; 0.5677966101694916; 0.7983050847457627; 0.92816091954023; 0.9124293785310734; 0.9293785310734464; 0.6614173228346456; 0.7777777777777778; 0.6467013888888888; 0.5677966101694913; 0.638095238095238; 0.5747728098873137; 0.7993254637436762; 0.8359788359788359; 0.7997186186419465
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.84722222 0.79861111 0.72916667 0.74305556 0.78472222]; 0.6041666666666666; 0.6458333333333334; 0.835; 0.9746478873239437; 0.9611111111111111; 0.9750000000000001; 0.5957446808510638; 0.6194690265486725; 0.6050101038255175; 0.6613545816733067; 0.5886524822695035; 0.6579626047711155; 0.8344481605351171; 0.8127035830618893; 0.8355326789029583
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75       0.81944444 0.72222222 0.75694444 0.74647887]; 0.6694560669456067; 0.6443514644351465; 0.8319397993311036; 0.9476661951909477; 0.9331476323119777; 0.9484679665738162; 0.6801619433198381; 0.7; 0.6693277310924369; 0.669260700389105; 0.6771653543307087; 0.642154105736783; 0.8340214698596201; 0.8333333333333334; 0.8319209039548023
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.50694444 0.54225352 0.54225352 0.54225352 0.50704225]; 0.5358649789029536; 0.5316455696202531; 0.602866779089376; 0.6376811594202898; 0.6179775280898876; 0.648876404494382; 0.5258620689655173; 0.5304347826086957; 0.5357091945830363; 0.5506072874493927; 0.5396825396825397; 0.531102531102531; 0.5970915312232677; 0.5845896147403685; 0.6029909024465849
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.55555556 0.48611111 0.59027778 0.55555556 0.59859155]; 0.5439330543933054; 0.5690376569037657; 0.8202341137123745; 0.9958158995815899; 0.9944289693593314; 0.9958217270194987; 0.5400843881856541; 0.5565217391304348; 0.5443899018232818; 0.5896414342629481; 0.5736434108527132; 0.5686398872445385; 0.8215767634854773; 0.8208955223880597; 0.8202285369107246
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.57638889 0.52083333 0.54166667 0.54861111 0.54861111]; 0.4625; 0.525; 0.7908333333333334; 0.9888579387186631; 0.9861111111111112; 0.988888888888889; 0.4463519313304721; 0.45217391304347826; 0.46208695652173915; 0.5128205128205128; 0.4838709677419355; 0.5264182424916575; 0.7881856540084388; 0.7796327212020033; 0.7908146967074908
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.75       0.76388889 0.77083333 0.74647887 0.8028169 ]; 0.6260504201680672; 0.6638655462184874; 0.7332214765100671; 0.7898448519040903; 0.7821229050279329; 0.791899441340782; 0.6641509433962265; 0.7652173913043478; 0.6305761753269707; 0.7222222222222223; 0.8125; 0.6517045454545455; 0.7480190174326465; 0.7853577371048253; 0.7327803913950522
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72222222 0.79166667 0.85211268 0.81690141 0.78169014]; 0.680672268907563; 0.6176470588235294; 0.8378151260504202; 0.9628571428571427; 0.9439775910364145; 0.9635854341736694; 0.6885245901639344; 0.6412213740458015; 0.685096668331312; 0.5955555555555555; 0.6146788990825688; 0.6174169689211294; 0.8349016253207869; 0.8174204355108877; 0.8378839108414472
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.8125     0.80555556 0.83802817 0.73239437 0.76760563]; 0.6050420168067226; 0.5630252100840336; 0.8008403361344538; 0.9433962264150944; 0.9103641456582633; 0.9453781512605041; 0.5566037735849056; 0.5; 0.6041666666666666; 0.5398230088495575; 0.5; 0.564655172413793; 0.7897071872227153; 0.7453936348408711; 0.801027340186034
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.74479167 0.74736842 0.74736842 0.74210526 0.77894737]; 0.6782334384858044; 0.6403785488958991; 0.7793190416141236; 0.8543478260869565; 0.8256302521008403; 0.8592436974789917; 0.6577181208053691; 0.6666666666666666; 0.6774509803921568; 0.6524390243902439; 0.6184971098265896; 0.6425818882466283; 0.7736093143596378; 0.7512562814070352; 0.779425609057948
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.77604167 0.77368421 0.76315789 0.75263158 0.78947368]; 0.668769716088328; 0.6624605678233438; 0.8505674653215637; 0.9736564805057956; 0.9705882352941176; 0.9737394957983193; 0.6579804560260586; 0.6273291925465838; 0.6694338270425227; 0.6397306397306397; 0.6089743589743589; 0.6616300366300367; 0.8473921442369607; 0.8297604035308953; 0.8505674653215637
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.6875     0.72105263 0.71052632 0.72105263 0.72105263]; 0.6340694006309149; 0.6656151419558359; 0.8335435056746532; 0.9553191489361702; 0.9432773109243697; 0.9558823529411765; 0.6931216931216931; 0.7987804878048781; 0.6281484138370796; 0.7087912087912087; 0.8113207547169812; 0.6651540482445665; 0.8430439952437576; 0.8873591989987485; 0.8331332208462612
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.5625     0.58947368 0.57894737 0.55263158]; 0.5094339622641509; 0.5534591194968553; 0.5540880503144654; 0.5438401775804662; 0.5136268343815513; 0.5691823899371069; 0.45454545454545453; 0.3939393939393939; 0.5139631610219846; 0.5389610389610391; 0.48255813953488375; 0.5597722204523733; 0.5257525083612041; 0.4828009828009828; 0.5558334810912131
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.5        0.46354167 0.47395833 0.5        0.53645833]; 0.490625; 0.48125; 0.794375; 1.0; 1.0; 1.0; 0.4922118380062305; 0.4759036144578313; 0.49119856047566895; 0.47468354430379744; 0.45454545454545453; 0.4821114369501467; 0.7939887288666249; 0.781750924784217; 0.7945510010486357
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.52604167 0.5        0.55729167 0.56842105 0.57368421]; 0.49056603773584906; 0.5345911949685535; 0.7977386934673367; 0.9874999999999999; 0.9916317991631799; 0.9874476987447699; 0.4937500000000001; 0.5163398692810458; 0.49150326797385624; 0.5345911949685536; 0.5151515151515151; 0.5353535353535354; 0.7984981226533167; 0.8015075376884422; 0.7977386934673367
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.79166667 0.77083333 0.75       0.80208333 0.75263158]; 0.5893416927899686; 0.6551724137931034; 0.7869674185463659; 0.8941176470588235; 0.872651356993737; 0.8966597077244259; 0.5919003115264798; 0.5900621118012422; 0.5893348533689755; 0.6540880503144654; 0.6709677419354839; 0.6556058221872542; 0.783989834815756; 0.7761006289308177; 0.7869267189597908
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; 8; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.78421053 0.76842105 0.76315789 0.74736842 0.79473684]; 0.6170886075949367; 0.6392405063291139; 0.7970922882427307; 0.9083155650319829; 0.8968421052631579; 0.9094736842105264; 0.6492753623188405; 0.7368421052631579; 0.6214698331193839; 0.6833333333333333; 0.7735849056603774; 0.6383848095180868; 0.8046256847230676; 0.8409669211195929; 0.7973678826703492
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.74736842 0.79473684 0.74736842 0.74210526 0.8       ]; 0.7120253164556962; 0.6107594936708861; 0.8451327433628318; 0.9668449197860962; 0.9515789473684211; 0.9673684210526315; 0.7129337539432177; 0.738562091503268; 0.712839327960223; 0.6238532110091743; 0.6257668711656442; 0.6102690564978548; 0.8448385053831539; 0.843236409608091; 0.8451327433628318
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.78333333 0.80416667 0.80252101 0.83193277 0.75630252]; 0.6218487394957983; 0.5994397759103641; 0.8123689727463312; 0.9309153713298791; 0.9028475711892797; 0.9329983249581241; 0.5945945945945946; 0.5469613259668509; 0.6229124811652436; 0.5217391304347826; 0.4431818181818182; 0.5972815168257157; 0.8; 0.750524109014675; 0.8123689727463312
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.77916667 0.79411765 0.77731092 0.78571429 0.84453782]; 0.5977653631284916; 0.5670391061452514; 0.8155136268343816; 0.9549702633814784; 0.9429530201342282; 0.9555369127516778; 0.6307692307692307; 0.7028571428571428; 0.6000624512099922; 0.6134663341645885; 0.6721311475409836; 0.5646370023419205; 0.8211382113821137; 0.8469601677148847; 0.8155136268343816
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.725      0.71848739 0.74369748 0.68907563 0.77731092]; 0.6089385474860335; 0.611731843575419; 0.8317610062893082; 0.964406779661017; 0.9546979865771812; 0.9647651006711409; 0.669811320754717; 0.7634408602150538; 0.6026506626656664; 0.6370757180156659; 0.7093023255813954; 0.6154038509627406; 0.8384499245093104; 0.8731656184486373; 0.8317610062893082
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.60504202 0.59243697 0.55462185 0.51260504 0.53361345]; 0.5598885793871866; 0.5264623955431755; 0.5555555555555556; 0.5819935691318329; 0.6084033613445378; 0.5630252100840336; 0.5511363636363638; 0.5739644970414202; 0.5606664590470258; 0.5595854922279793; 0.5684210526315789; 0.5238554967299907; 0.5721493440968718; 0.5943396226415094; 0.5555555555555556
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; 10; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.55833333 0.50416667 0.57916667 0.53361345 0.54621849]; 0.5252808988764045; 0.547752808988764; 0.8259958071278826; 0.998324958123953; 0.9966555183946488; 0.9983277591973244; 0.5420054200542006; 0.5649717514124294; 0.525502635482751; 0.5636856368563685; 0.5810055865921788; 0.5475649401887448; 0.8281573498964804; 0.8385744234800838; 0.8259958071278826
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.50840336 0.44537815 0.49579832 0.5        0.51271186]; 0.49166666666666664; 0.4777777777777778; 0.7950733752620545; 0.9830795262267343; 0.9781144781144782; 0.9831649831649832; 0.5343511450381678; 0.5706521739130435; 0.4898715415019763; 0.5; 0.5340909090909091; 0.47900197628458496; 0.7995899538698105; 0.8176100628930818; 0.7950733752620545
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.80672269 0.71848739 0.76470588 0.78991597 0.80252101]; 0.6462395543175488; 0.6128133704735376; 0.7405660377358491; 0.8083682008368201; 0.8117647058823529; 0.807563025210084; 0.6422535211267605; 0.6440677966101694; 0.6462097224809089; 0.6293333333333334; 0.6483516483516484; 0.6123114173961632; 0.7428571428571429; 0.749475890985325; 0.7405660377358491
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.775      0.73333333 0.76890756 0.73529412 0.77310924]; 0.5966386554621849; 0.6106442577030813; 0.8212788259958071; 0.9501718213058419; 0.9262981574539364; 0.9514237855946399; 0.657142857142857; 0.745945945945946; 0.5909962287869265; 0.6533665835411471; 0.7616279069767442; 0.6159490886235072; 0.8282115869017632; 0.8616352201257862; 0.8212788259958071
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.7375     0.71848739 0.71848739 0.79411765]; 0.5714285714285714; 0.5966386554621849; 0.7982180293501048; 0.9240069084628671; 0.8961474036850922; 0.9262981574539363; 0.5785123966942148; 0.6176470588235294; 0.5735294117647058; 0.6288659793814434; 0.6524064171122995; 0.5938502673796792; 0.7983237297014143; 0.7987421383647799; 0.7982180293501048
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.75874126 0.75524476 0.74825175 0.75174825 0.75874126]; 0.6401673640167364; 0.6150627615062761; 0.8878406708595388; 0.9745762711864406; 0.965034965034965; 0.9748251748251748; 0.6640624999999999; 0.7203389830508474; 0.6411612270626138; 0.6434108527131784; 0.6859504132231405; 0.6141616472895364; 0.8891191709844559; 0.89937106918239; 0.8878406708595388
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; 12; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.78472222 0.76388889 0.78125    0.78819444 0.74825175]; 0.5957446808510638; 0.5914893617021276; 0.8789308176100629; 0.9719495091164095; 0.9638386648122392; 0.9721835883171072; 0.6570397111913359; 0.7520661157024794; 0.590945338552994; 0.627906976744186; 0.7105263157894737; 0.5949325793823401; 0.8822029576746558; 0.9067085953878407; 0.8789308176100629
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76573427 0.79370629 0.70629371 0.77972028 0.77112676]; 0.5958333333333333; 0.5875; 0.8385744234800838; 0.9213483146067415; 0.9187675070028011; 0.9215686274509803; 0.6572438162544169; 0.7815126050420168; 0.5973678727689422; 0.657439446366782; 0.7851239669421488; 0.5858392943954441; 0.8456913827655311; 0.8846960167714885; 0.8385744234800839
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.54861111 0.57342657 0.55244755 0.57342657]; 0.5232067510548524; 0.5864978902953587; 0.5587002096436059; 0.5651274982770503; 0.5718270571827058; 0.5599721059972106; 0.5271966527196653; 0.5206611570247934; 0.5232616129951554; 0.5701754385964912; 0.5603448275862069; 0.5859575377600456; 0.5610010427528676; 0.5639412997903563; 0.5587002096436059
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53496503 0.56643357 0.52797203 0.55944056 0.5       ]; 0.4875; 0.5333333333333333; 0.8768343815513627; 1.0; 1.0; 1.0; 0.4810126582278481; 0.475; 0.48750000000000004; 0.5483870967741935; 0.5666666666666667; 0.5333333333333333; 0.8771562990067956; 0.8794549266247379; 0.8768343815513626
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51041667 0.49305556 0.45454545 0.49300699 0.54195804]; 0.4978902953586498; 0.459915611814346; 0.8632075471698113; 0.9902370990237099; 0.9902370990237099; 0.99023709902371; 0.4711111111111111; 0.4491525423728814; 0.49768551488391977; 0.43362831858407075; 0.4117647058823529; 0.46011964107676967; 0.8615384615384616; 0.8511530398322851; 0.8632075471698113
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74125874 0.74475524 0.78321678 0.79020979 0.75      ]; 0.6333333333333333; 0.6208333333333333; 0.8018867924528302; 0.8593639575971732; 0.8515406162464986; 0.8606442577030813; 0.674074074074074; 0.8125; 0.64453125; 0.6666666666666666; 0.7109375; 0.6143973214285714; 0.8069458631256383; 0.8280922431865828; 0.8018867924528301
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.71180556 0.76041667 0.75347222 0.76736111 0.79370629]; 0.625531914893617; 0.6212765957446809; 0.8789308176100629; 0.9619181946403385; 0.9485396383866481; 0.9624478442280946; 0.6451612903225807; 0.6896551724137931; 0.6263401912489134; 0.6666666666666666; 0.7478991596638656; 0.6196392350043466; 0.8804966373512674; 0.8920335429769392; 0.8789308176100628
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76923077 0.76223776 0.81818182 0.73426573 0.78169014]; 0.6416666666666667; 0.5916666666666667; 0.8674004192872118; 0.950959488272921; 0.9369747899159664; 0.9516806722689075; 0.6666666666666666; 0.7107438016528925; 0.6410861865407319; 0.608; 0.6386554621848739; 0.5920550038197097; 0.8678851174934725; 0.8710691823899371; 0.8674004192872118
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.71875    0.83333333 0.8125     0.79166667]; 0.5375; 0.5875; 0.73875; 0.8622754491017964; 0.9; 0.85625; 0.6372549019607843; 0.8783783783783784; 0.5612822124450032; 0.6826923076923077; 0.9102564102564102; 0.5953721075672295; 0.7710843373493975; 0.8979591836734694; 0.7418717486994798
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.70833333 0.76595745 0.72340426 0.73404255]; 0.6772151898734177; 0.6012658227848101; 0.8265822784810126; 0.9509594882729212; 0.9409282700421941; 0.9514767932489452; 0.7411167512690355; 0.7525773195876289; 0.6549771843839783; 0.6272189349112426; 0.7571428571428571; 0.6172077922077922; 0.8359281437125748; 0.8638613861386139; 0.8257130764889961
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.76041667 0.82291667 0.71276596 0.74468085 0.78723404]; 0.5886075949367089; 0.6329113924050633; 0.8253164556962025; 0.968944099378882; 0.9873417721518988; 0.9683544303797468; 0.6012269938650308; 0.6621621621621622; 0.592985842985843; 0.618421052631579; 0.6438356164383562; 0.633682514101531; 0.8270676691729324; 0.859375; 0.826239224137931
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.54166667 0.5212766  0.45744681 0.43617021]; 0.5379746835443038; 0.46835443037974683; 0.8; 0.9978947368421053; 1.0; 0.9978902953586498; 0.5165562913907285; 0.5571428571428572; 0.5399350649350649; 0.4473684210526315; 0.44155844155844154; 0.4676928010261343; 0.7969151670951158; 0.8072916666666666; 0.8001975574712643
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; 4; ipca_diff; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.44680851 0.46808511 0.5        0.40425532 0.48913043]; 0.5705128205128205; 0.46794871794871795; 0.8076923076923077; 1.0; 1.0; 1.0; 0.5503355704697986; 0.5061728395061729; 0.5730864197530865; 0.39416058394160586; 0.35064935064935066; 0.46646391583100444; 0.8010610079575596; 0.7704081632653061; 0.807884494003787
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.46875    0.5        0.53125    0.55319149 0.59574468]; 0.4873417721518987; 0.5632911392405063; 0.8042929292929293; 0.9896049896049895; 1.0; 0.9894957983193277; 0.5030674846625767; 0.4606741573033708; 0.4912066438690767; 0.5174825174825174; 0.5138888888888888; 0.5592700258397932; 0.8030495552731893; 0.7919799498746867; 0.8043869215022288
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.78125    0.79166667 0.71276596 0.76595745]; 0.5253164556962026; 0.5443037974683544; 0.7209595959595959; 0.8464730290456433; 0.8571428571428571; 0.8445378151260504; 0.5161290322580645; 0.49382716049382713; 0.5261343594676928; 0.5813953488372093; 0.6097560975609756; 0.5417201540436457; 0.726823238566131; 0.7331670822942643; 0.720803489996237
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.78125    0.76041667 0.66666667 0.79166667 0.69791667]; 0.60625; 0.54375; 0.805; 0.956896551724138; 0.925; 0.9583333333333335; 0.5655172413793104; 0.5466666666666666; 0.6027450980392157; 0.5408805031446541; 0.5657894736842105; 0.5447994987468672; 0.796875; 0.782608695652174; 0.804507281811417
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.83333333 0.73958333 0.76041667 0.76595745 0.77659574]; 0.7025316455696202; 0.6455696202531646; 0.8333333333333334; 0.9379014989293362; 0.9201680672268907; 0.9390756302521008; 0.6928104575163399; 0.654320987654321; 0.7037838704505371; 0.582089552238806; 0.5652173913043478; 0.6365412799218367; 0.8249336870026525; 0.8015463917525774; 0.8327038889455957
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.72222222 0.65277778 0.71126761 0.77464789 0.73239437]; 0.6008403361344538; 0.5672268907563025; 0.7352941176470589; 0.834978843441467; 0.8291316526610645; 0.8361344537815126; 0.5777777777777778; 0.5327868852459017; 0.6026003391746749; 0.5462555066079295; 0.5166666666666667; 0.5676553672316385; 0.7286821705426357; 0.7061769616026711; 0.7354911880771392
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.77464789 0.74647887 0.73239437 0.6971831  0.73239437]; 0.635593220338983; 0.6101694915254238; 0.8121827411167513; 0.9369627507163324; 0.9211267605633803; 0.9380281690140845; 0.7114093959731543; 0.8833333333333333; 0.6313218390804598; 0.6805555555555557; 0.8672566371681416; 0.62062018850277; 0.8271028037383178; 0.9030612244897959; 0.812641723356009
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.71527778 0.68055556 0.64583333 0.72222222]; 0.6416666666666667; 0.6; 0.7891666666666667; 0.899290780141844; 0.8805555555555555; 0.9013888888888889; 0.5656565656565656; 0.4628099173553719; 0.6431696645600389; 0.5151515151515151; 0.4015748031496063; 0.6122918263535642; 0.7702089009990917; 0.6973684210526315; 0.7904071834992887
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.54225352 0.53521127 0.52816901 0.50704225 0.56338028]; 0.4533898305084746; 0.5296610169491526; 0.5262267343485617; 0.6019900497512438; 0.6816901408450704; 0.5492957746478874; 0.5095057034220533; 0.6442307692307693; 0.47363053613053613; 0.5963636363636363; 0.6456692913385826; 0.5200823520913096; 0.5827123695976155; 0.6672354948805461; 0.5274096937489978
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.48611111 0.57746479 0.56338028 0.57746479 0.49295775]; 0.4472573839662447; 0.48523206751054854; 0.7866779089376054; 1.0; 1.0; 1.0; 0.4609053497942387; 0.49122807017543857; 0.4488660676080445; 0.4830508474576271; 0.5089285714285714; 0.4864642857142857; 0.7875734676742233; 0.8058419243986255; 0.7870269224642135
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57042254 0.52816901 0.52816901 0.49295775 0.51408451]; 0.4661016949152542; 0.4788135593220339; 0.7868020304568528; 0.9957805907172996; 0.9971830985915493; 0.995774647887324; 0.44247787610619466; 0.423728813559322; 0.4661016949152542; 0.44343891402714936; 0.392; 0.48428828828828824; 0.7823834196891193; 0.7575250836120402; 0.7871529527649241
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.77777778 0.70833333 0.72916667 0.71527778 0.75694444]; 0.6; 0.6166666666666667; 0.7441666666666666; 0.8428005284015851; 0.8861111111111111; 0.8347222222222221; 0.6417910447761194; 0.6666666666666666; 0.5945945945945945; 0.632; 0.6694915254237288; 0.6175326479577661; 0.75921568627451; 0.7973640856672158; 0.7435387038791392
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72916667 0.65277778 0.73611111 0.68055556 0.69014085]; 0.6276150627615062; 0.606694560669456; 0.8319397993311036; 0.9745762711864406; 0.9610027855153204; 0.9749303621169917; 0.593607305936073; 0.5603448275862069; 0.6257008690776563; 0.6050420168067226; 0.5625; 0.6100788288288288; 0.8274678111587983; 0.7993366500829188; 0.8322146994090818
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70833333 0.73239437 0.68309859 0.70422535 0.76760563]; 0.5907172995780591; 0.620253164556962; 0.7993254637436762; 0.9282700421940928; 0.9269662921348315; 0.928370786516854; 0.5975103734439834; 0.6050420168067226; 0.5906566016237004; 0.5871559633027523; 0.5289256198347108; 0.6222214306070104; 0.7965811965811966; 0.7818791946308725; 0.7994141735866227
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.68421053 0.81052632 0.7        0.72105263 0.69680851]; 0.620253164556962; 0.6392405063291139; 0.7113924050632912; 0.7442396313364055; 0.6814345991561181; 0.7658227848101266; 0.6026490066225165; 0.5723270440251572; 0.6205584264711774; 0.6122448979591837; 0.6081081081081081; 0.6373873873873874; 0.6885245901639344; 0.645326504481434; 0.7106482334672501
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; 8; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.734375   0.75       0.71354167 0.734375   0.75      ]; 0.56875; 0.534375; 0.785; 0.9399367755532139; 0.9291666666666667; 0.9406249999999999; 0.5337837837837838; 0.5337837837837838; 0.5663104965430547; 0.5114754098360655; 0.4727272727272727; 0.5363636363636364; 0.7780645161290323; 0.7604035308953342; 0.7847866477277166
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.77083333 0.75       0.75789474 0.73684211 0.73157895]; 0.5817610062893082; 0.5817610062893082; 0.7924528301886793; 0.9331941544885177; 0.9371069182389937; 0.9329140461215932; 0.5856697819314642; 0.6064516129032258; 0.5823669107460914; 0.572347266881029; 0.5705128205128205; 0.5815527065527065; 0.7924528301886793; 0.799492385786802; 0.7925142726938997
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.57291667 0.5625     0.47894737 0.51578947 0.52631579]; 0.5377358490566038; 0.46855345911949686; 0.5459119496855346; 0.5779625779625779; 0.5828092243186582; 0.5744234800838575; 0.4948453608247423; 0.4897959183673469; 0.5343716433941998; 0.4495114006514658; 0.4394904458598726; 0.4681924278988805; 0.5371794871794873; 0.5364916773367477; 0.5457489289032318
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.55729167 0.54166667 0.51578947 0.51578947 0.54210526]; 0.5188679245283019; 0.5; 0.8037735849056604; 1.0; 1.0; 1.0; 0.5080385852090032; 0.4759036144578313; 0.5208465440710209; 0.5225225225225225; 0.5272727272727272; 0.49893048128342243; 0.804755944931164; 0.7957920792079208; 0.8039062697829886
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51578947 0.52631579 0.49473684 0.48947368 0.47894737]; 0.5126582278481012; 0.47151898734177217; 0.7926675094816688; 0.9926238145416226; 0.991578947368421; 0.9926315789473685; 0.5246913580246914; 0.5629139072847682; 0.5147902869757175; 0.47648902821316613; 0.46060606060606063; 0.4720248846076661; 0.7939698492462313; 0.7989886219974716; 0.7926675094816686
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; 8; ipca_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.734375   0.71578947 0.81052632 0.65263158 0.67368421]; 0.6309148264984227; 0.6214511041009464; 0.7005044136191677; 0.7468085106382979; 0.7373949579831933; 0.75; 0.6568914956011731; 0.6829268292682927; 0.6290451139805516; 0.664804469273743; 0.725609756097561; 0.6177068388330942; 0.710189139719341; 0.7238805970149254; 0.7001755926251098
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.70833333 0.68229167 0.71578947 0.67368421 0.74736842]; 0.6069182389937107; 0.6352201257861635; 0.7968553459119497; 0.9123931623931624; 0.8951781970649895; 0.9140461215932913; 0.6200607902735563; 0.6666666666666666; 0.609090909090909; 0.6463414634146343; 0.6503067484662577; 0.6348307935879676; 0.7972379158819838; 0.8007566204287516; 0.7968651358103607
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.69473684 0.68947368 0.69473684 0.72105263 0.63157895]; 0.6550632911392406; 0.5949367088607594; 0.8065739570164349; 0.9250814332247556; 0.8968421052631579; 0.9273684210526315; 0.6625386996904025; 0.66875; 0.6548878205128205; 0.5923566878980892; 0.6078431372549019; 0.5953326115722362; 0.803594351732991; 0.7944162436548223; 0.8065280210717436
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70588235 0.70168067 0.74789916 0.74369748 0.75423729]; 0.5611111111111111; 0.6166666666666667; 0.6918238993710691; 0.7326007326007326; 0.6734006734006734; 0.7542087542087542; 0.487012987012987; 0.43103448275862066; 0.5569150908416759; 0.603448275862069; 0.5645161290322581; 0.6184649610678532; 0.6636155606407323; 0.6079664570230608; 0.6918238993710693
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.675      0.71428571 0.71428571 0.7394958  0.71428571]; 0.6229050279329609; 0.6033519553072626; 0.7987421383647799; 0.9089361702127658; 0.8959731543624161; 0.910234899328859; 0.6511627906976744; 0.711864406779661; 0.6238880044948029; 0.635897435897436; 0.6850828729281768; 0.602428442113806; 0.8032786885245902; 0.8218029350104822; 0.7987421383647798
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.69747899 0.68907563 0.68907563 0.71008403 0.74369748]; 0.5988857938718662; 0.6183844011142061; 0.7976939203354297; 0.9125728559533722; 0.9210084033613445; 0.9117647058823528; 0.5714285714285714; 0.5393258426966292; 0.5983922031162704; 0.6051873198847262; 0.580110497237569; 0.6187069340120428; 0.7951167728237792; 0.7851153039832285; 0.7976939203354299
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52916667 0.4875     0.53781513 0.54621849 0.51680672]; 0.4649859943977591; 0.5070028011204482; 0.6912997903563941; 0.8156146179401993; 0.8224455611390284; 0.8140703517587939; 0.47382920110192833; 0.49142857142857144; 0.4654945054945055; 0.5083798882681565; 0.5; 0.5071428571428571; 0.694025974025974; 0.70020964360587; 0.6912997903563941
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49579832 0.51260504 0.55882353 0.53781513 0.53813559]; 0.45555555555555555; 0.5083333333333333; 0.8045073375262054; 1.0; 1.0; 1.0; 0.5; 0.5157894736842106; 0.4520123839009288; 0.46200607902735563; 0.4470588235294118; 0.5051083591331269; 0.8046097433211106; 0.8050314465408805; 0.8045073375262054
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.44166667 0.4375     0.43697479 0.51260504 0.50420168]; 0.484593837535014; 0.4733893557422969; 0.8034591194968553; 0.9974811083123425; 0.9949748743718593; 0.9974874371859297; 0.4945054945054945; 0.4918032786885246; 0.4844073864706991; 0.47191011235955066; 0.4827586206896552; 0.4736197475032975; 0.8037676609105181; 0.8050314465408805; 0.8034591194968552
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.72083333 0.76666667 0.67916667 0.725      0.69747899]; 0.6028169014084507; 0.5746478873239437; 0.7023060796645703; 0.7535714285714286; 0.7045075125208681; 0.7696160267111852; 0.5634674922600619; 0.5083798882681564; 0.6036217623158964; 0.5492537313432836; 0.5227272727272727; 0.5742127983748095; 0.6805399325084364; 0.6341719077568134; 0.7023060796645703
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70588235 0.68907563 0.67647059 0.68487395 0.69491525]; 0.6333333333333333; 0.5972222222222222; 0.7935010482180294; 0.9014321819713564; 0.9006734006734006; 0.9015151515151514; 0.6140350877192982; 0.5585106382978723; 0.6368134586838199; 0.5565749235474007; 0.5290697674418605; 0.5943221177634834; 0.7877155172413793; 0.7662473794549266; 0.7935010482180292
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.74166667 0.71008403 0.69747899 0.71008403 0.70168067]; 0.61731843575419; 0.6005586592178771; 0.8066037735849056; 0.9253981559094719; 0.9261744966442953; 0.9253355704697986; 0.5678233438485805; 0.4918032786885246; 0.6201873536299767; 0.5372168284789645; 0.4742857142857143; 0.5977985948477752; 0.7971412864211105; 0.759958071278826; 0.8066037735849056
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.72222222 0.74825175 0.72377622 0.75174825]; 0.5485232067510548; 0.569620253164557; 0.710167714884696; 0.7724867724867724; 0.8145048814504882; 0.7601115760111575; 0.6445182724252493; 0.8290598290598291; 0.5520299145299146; 0.6458333333333333; 0.775; 0.5669871794871795; 0.7367920038077108; 0.8113207547169812; 0.7101677148846961
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.72727273 0.71328671 0.70629371 0.71126761]; 0.6291666666666667; 0.575; 0.8548218029350105; 0.938483547925608; 0.9187675070028011; 0.9397759103641455; 0.7003367003367004; 0.8; 0.6136363636363636; 0.6076923076923078; 0.7181818181818181; 0.5860139860139861; 0.8583120204603581; 0.8794549266247379; 0.8548218029350105
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71678322 0.68881119 0.71328671 0.69230769 0.70070423]; 0.625; 0.6041666666666666; 0.8333333333333334; 0.9057406094968108; 0.8949579831932774; 0.9068627450980391; 0.6564885496183206; 0.7610619469026548; 0.6324994773883352; 0.6494464944649446; 0.6929133858267716; 0.5986690822939169; 0.8364197530864197; 0.8522012578616353; 0.8333333333333334
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54195804 0.47202797 0.55944056 0.53146853 0.47887324]; 0.4708333333333333; 0.5083333333333333; 0.5712788259958071; 0.6685945633314054; 0.8095238095238095; 0.5987394957983193; 0.5480427046263344; 0.6581196581196581; 0.4754012924744632; 0.6040268456375839; 0.7317073170731707; 0.5026057952887221; 0.645580589254766; 0.7809224318658281; 0.5712788259958071
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53125    0.48951049 0.49300699 0.51398601 0.50699301]; 0.5168067226890757; 0.5; 0.8773584905660378; 1.0; 1.0; 1.0; 0.5228215767634855; 0.5338983050847458; 0.5169491525423728; 0.5142857142857143; 0.525; 0.49978813559322033; 0.8779979144942648; 0.8825995807127882; 0.8773584905660377
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.52447552 0.52797203 0.5034965  0.48591549]; 0.49166666666666664; 0.5083333333333333; 0.8721174004192872; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.4786324786324786; 0.45528455284552843; 0.4925995413800292; 0.528; 0.5641025641025641; 0.5096935584740463; 0.8723849372384936; 0.8742138364779874; 0.8721174004192872
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68881119 0.66783217 0.68181818 0.68531469 0.67482517]; 0.6192468619246861; 0.6527196652719666; 0.7866876310272537; 0.8348688873139616; 0.8237762237762237; 0.8370629370629371; 0.5991189427312775; 0.6017699115044248; 0.6183452732125299; 0.681992337164751; 0.7063492063492064; 0.6496347801657537; 0.7856766719325962; 0.7819706498951782; 0.7866876310272536
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.65034965 0.70629371 0.74125874 0.70979021]; 0.6092436974789915; 0.5756302521008403; 0.8516771488469602; 0.9368346344925479; 0.9217877094972067; 0.9378491620111732; 0.5714285714285715; 0.5; 0.6140350877192983; 0.5167464114832535; 0.47368421052631576; 0.5715195246179966; 0.8457765667574931; 0.8134171907756813; 0.8516771488469601
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.70833333 0.71328671 0.6993007  0.7027972  0.71328671]; 0.5714285714285714; 0.5882352941176471; 0.8270440251572327; 0.9075391180654339; 0.8910614525139665; 0.909217877094972; 0.5277777777777778; 0.4596774193548387; 0.5763299377475948; 0.5196078431372548; 0.4649122807017544; 0.5832625919637804; 0.819277108433735; 0.7840670859538784; 0.8270440251572327
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.72916667 0.59375    0.65625    0.61458333 0.75531915]; 0.5974842767295597; 0.610062893081761; 0.6482412060301508; 0.6592920353982301; 0.6234309623430963; 0.6778242677824267; 0.6404494382022472; 0.5816326530612245; 0.6022917363666779; 0.5633802816901409; 0.5263157894736842; 0.6065313887127457; 0.6373056994818653; 0.5956416464891041; 0.6503012409991212
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; 4; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.60416667 0.5625     0.69791667 0.5106383  0.56382979]; 0.6582278481012658; 0.6392405063291139; 0.8194444444444444; 0.9301310043668122; 0.8949579831932774; 0.9327731092436974; 0.6582278481012659; 0.6842105263157895; 0.6591784338896021; 0.6369426751592356; 0.5747126436781609; 0.6465112514165452; 0.815006468305304; 0.7855361596009975; 0.8198780542250512
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.64583333 0.63541667 0.64583333 0.72916667]; 0.54375; 0.59375; 0.76375; 0.8917197452229298; 0.875; 0.89375; 0.5921787709497207; 0.6794871794871795; 0.5470606629143215; 0.6198830409356726; 0.6883116883116883; 0.5971678923486152; 0.7697929354445798; 0.8; 0.7641975308641975
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.44791667 0.53125    0.5        0.46875    0.55208333]; 0.45625; 0.5; 0.54875; 0.6283524904214559; 0.6833333333333333; 0.5958333333333333; 0.53475935828877; 0.5813953488372093; 0.4461030798240101; 0.5454545454545454; 0.5853658536585366; 0.4978111319574734; 0.5920903954802261; 0.6421568627450981; 0.546843737494998
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.54166667 0.57291667 0.5106383  0.4893617  0.5212766 ]; 0.4620253164556962; 0.46835443037974683; 0.7860759493670886; 1.0; 1.0; 1.0; 0.4444444444444444; 0.4146341463414634; 0.4638960205391527; 0.5227272727272728; 0.5287356321839081; 0.46155091468350334; 0.7895392278953922; 0.7807881773399015; 0.786227422003284
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.52083333 0.44791667 0.625      0.52083333]; 0.50625; 0.5375; 0.79875; 0.9834024896265561; 0.9875; 0.9833333333333333; 0.4697986577181208; 0.43209876543209874; 0.5071886232223785; 0.5256410256410255; 0.5189873417721519; 0.5372714486638538; 0.795425667090216; 0.7825; 0.7987499999999998
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.73958333 0.65957447 0.73404255 0.58510638]; 0.6329113924050633; 0.689873417721519; 0.6734177215189874; 0.6560364464692484; 0.6075949367088608; 0.6814345991561183; 0.6741573033707865; 0.6521739130434783; 0.6291172595520422; 0.6956521739130435; 0.7; 0.6897435897435898; 0.6683804627249358; 0.6356968215158925; 0.6748037913353742
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.61458333 0.58333333 0.59375    0.70833333 0.63829787]; 0.610062893081761; 0.5911949685534591; 0.8077889447236181; 0.9451476793248945; 0.9372384937238494; 0.9456066945606695; 0.6630434782608696; 0.6853932584269663; 0.5998394863563403; 0.6107784431137725; 0.6296296296296297; 0.5904558404558405; 0.8145454545454546; 0.8215158924205379; 0.807398773083654
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.65625    0.63541667 0.5625     0.6875    ]; 0.59375; 0.64375; 0.8025; 0.9243697478991596; 0.9166666666666666; 0.9249999999999999; 0.6285714285714286; 0.632183908045977; 0.5900645567627145; 0.6503067484662577; 0.7464788732394366; 0.6541383130242128; 0.8058968058968059; 0.8241206030150754; 0.8026075651891298
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.625      0.66666667 0.65277778 0.63194444 0.57638889]; 0.6125; 0.6125; 0.6341666666666667; 0.7061556329849012; 0.8444444444444444; 0.6486111111111111; 0.68259385665529; 0.8130081300813008; 0.6073587658953513; 0.6690391459074732; 0.8545454545454545; 0.631118881118881; 0.6940766550522649; 0.8397976391231029; 0.6365380287872516
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.66666667 0.70138889 0.61805556 0.5915493 ]; 0.5857740585774058; 0.606694560669456; 0.7851170568561873; 0.9108635097493036; 0.9108635097493036; 0.9108635097493036; 0.6206896551724137; 0.7043478260869566; 0.59007713884993; 0.6690140845070423; 0.7916666666666666; 0.6059173669467787; 0.7965162311955661; 0.8468013468013468; 0.7855269192478496
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.61805556 0.64583333 0.66197183 0.59859155 0.62676056]; 0.5714285714285714; 0.6386554621848739; 0.8142857142857143; 0.9530583214793742; 0.938375350140056; 0.9537815126050421; 0.5952380952380952; 0.625; 0.5709745762711864; 0.6614173228346456; 0.6268656716417911; 0.6403559127439724; 0.8172043010752688; 0.8085106382978723; 0.8144453018777791
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.49305556 0.5        0.43661972 0.44366197 0.54225352]; 0.46835443037974683; 0.4978902953586498; 0.5269814502529511; 0.6359447004608295; 0.7752808988764045; 0.5561797752808989; 0.556338028169014; 0.6528925619834711; 0.4643773154744942; 0.5440613026819924; 0.6068376068376068; 0.49925213675213675; 0.6029723991507432; 0.7171717171717171; 0.5266601829101829
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52083333 0.45138889 0.45833333 0.51388889 0.45833333]; 0.6208333333333333; 0.4791666666666667; 0.82; 1.0; 1.0; 1.0; 0.6127659574468085; 0.6153846153846154; 0.6207004377736085; 0.4813278008298755; 0.49572649572649574; 0.4795705649364186; 0.8193979933110368; 0.8249158249158249; 0.82004867153382
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.50694444 0.45138889 0.39583333 0.52112676 0.49295775]; 0.46218487394957986; 0.5336134453781513; 0.7911073825503355; 0.986111111111111; 0.9916201117318436; 0.9860335195530726; 0.4710743801652893; 0.5277777777777778; 0.4677350427350427; 0.5577689243027888; 0.5223880597014925; 0.5352324913892078; 0.7947238252267106; 0.8033333333333333; 0.7910247747747747
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.58333333 0.69444444 0.68309859 0.58450704 0.58450704]; 0.6680672268907563; 0.726890756302521; 0.6588235294117647; 0.6410958904109589; 0.6554621848739496; 0.6330532212885154; 0.6926070038910506; 0.7542372881355932; 0.6687853107344632; 0.7619047619047619; 0.8188976377952756; 0.7202596297084486; 0.6777777777777778; 0.7093023255813954; 0.6582225913621262
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75       0.70138889 0.63194444 0.57638889 0.62676056]; 0.5564853556485355; 0.5732217573221757; 0.774247491638796; 0.9153005464480876; 0.9331476323119777; 0.913649025069638; 0.5137614678899082; 0.47863247863247865; 0.5548900098080426; 0.5853658536585366; 0.576; 0.5730877192982456; 0.7742474916387959; 0.7703826955074875; 0.7742669780058445
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65972222 0.6875     0.65277778 0.67605634 0.71126761]; 0.5336134453781513; 0.5882352941176471; 0.7667785234899329; 0.9010043041606887; 0.8770949720670391; 0.9036312849162011; 0.5577689243027888; 0.5882352941176471; 0.5336134453781513; 0.588235294117647; 0.5737704918032787; 0.5886093838326738; 0.7655986509274875; 0.7579298831385642; 0.7668232889554542
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.67894737 0.61052632 0.65789474 0.65263158 0.60526316]; 0.6645569620253164; 0.5886075949367089; 0.6403286978508217; 0.6262626262626262; 0.5873684210526315; 0.6494736842105263; 0.6666666666666667; 0.6794871794871795; 0.6647435897435898; 0.5987654320987654; 0.6736111111111112; 0.5955264857881137; 0.6288323548597521; 0.6219354838709678; 0.6399640244633649
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.61458333 0.62105263 0.63684211 0.58947368 0.66842105]; 0.6182965299684543; 0.6277602523659306; 0.78562421185372; 0.8949011446409989; 0.9033613445378151; 0.89390756302521; 0.5567765567765568; 0.5205479452054794; 0.6111511655851958; 0.6040268456375839; 0.5389221556886228; 0.6327944111776447; 0.7780678851174935; 0.7553865652724968; 0.7854724545308532
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.625      0.65625    0.625      0.65104167 0.57368421]; 0.6081504702194357; 0.5956112852664577; 0.7694235588972431; 0.8766233766233766; 0.8455114822546973; 0.8810020876826722; 0.570446735395189; 0.5123456790123457; 0.6096760242195487; 0.5627118644067797; 0.50920245398773; 0.597549944942583; 0.7562913907284767; 0.7101990049751243; 0.7698722297602895
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.46842105 0.46315789 0.46842105 0.49473684 0.5212766 ]; 0.49683544303797467; 0.47151898734177217; 0.5113924050632911; 0.47775175644028106; 0.43037974683544306; 0.529535864978903; 0.4132841328413284; 0.3522012578616352; 0.4977566798862316; 0.42214532871972316; 0.3674698795180723; 0.47706827309236954; 0.45403111739745405; 0.40175219023779724; 0.512655864645147
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.54166667 0.5625     0.515625   0.46315789 0.52105263]; 0.4811320754716981; 0.4811320754716981; 0.7920854271356784; 0.9989550679205852; 1.0; 0.9989539748953975; 0.46945337620578786; 0.4866666666666667; 0.48142857142857143; 0.4761904761904762; 0.4716981132075472; 0.4811320754716981; 0.7909033480732786; 0.795425667090216; 0.7921227714333068
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.51041667 0.47395833 0.48947368 0.54210526 0.51052632]; 0.46855345911949686; 0.5251572327044025; 0.789937106918239; 0.9853249475890985; 0.9853249475890985; 0.9853249475890985; 0.44590163934426225; 0.4563758389261745; 0.46783288987728844; 0.5597667638483964; 0.5962732919254659; 0.5242512956442615; 0.7915106117353308; 0.8055908513341804; 0.7900930595400666
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.64583333 0.60416667 0.6        0.66842105 0.68421053]; 0.60062893081761; 0.6446540880503144; 0.6352201257861635; 0.6480331262939959; 0.6561844863731656; 0.6436058700209644; 0.6092307692307691; 0.5963855421686747; 0.6008243500317056; 0.6343042071197411; 0.6533333333333333; 0.6451190476190476; 0.6375000000000001; 0.6431273644388399; 0.6352399682921928
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.60416667 0.58333333 0.58421053 0.58947368 0.62105263]; 0.6666666666666666; 0.5974842767295597; 0.7962264150943397; 0.905857740585774; 0.9077568134171907; 0.9056603773584906; 0.6535947712418301; 0.6410256410256411; 0.6661918328584995; 0.5816993464052287; 0.577922077922078; 0.5968878682293316; 0.7933673469387756; 0.7903430749682337; 0.7961678014940795
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.61578947 0.61052632 0.6        0.57894737 0.57978723]; 0.6170886075949367; 0.620253164556962; 0.789873417721519; 0.9043112513144059; 0.9071729957805907; 0.9040084388185653; 0.5870307167235495; 0.5512820512820513; 0.6162660256410256; 0.5652173913043479; 0.5131578947368421; 0.6163350449293967; 0.7815789473684212; 0.7595907928388747; 0.789569832509663
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.625      0.61344538 0.69747899 0.64285714]; 0.6106442577030813; 0.6106442577030813; 0.6415094339622641; 0.6699186991869919; 0.6901172529313233; 0.6599664991624791; 0.5971014492753624; 0.5722222222222222; 0.610969868173258; 0.6170798898071626; 0.632768361581921; 0.6108286252354049; 0.6470588235294118; 0.6572327044025157; 0.6415094339622641
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.6625     0.68333333 0.67916667 0.63333333 0.58403361]; 0.6450704225352113; 0.6028169014084507; 0.7767295597484277; 0.8691358024691357; 0.8814691151919867; 0.8672787979966611; 0.6834170854271358; 0.768361581920904; 0.6454167460166318; 0.6219839142091154; 0.651685393258427; 0.6026788548213039; 0.785498489425982; 0.8176100628930818; 0.7767295597484277
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.60084034 0.6302521  0.68067227 0.64705882 0.61016949]; 0.6027777777777777; 0.5805555555555556; 0.7657232704402516; 0.8706677937447167; 0.867003367003367; 0.8712121212121212; 0.5653495440729484; 0.5138121546961326; 0.6032747924318651; 0.5492537313432836; 0.5139664804469274; 0.5801876601129665; 0.7579859231185707; 0.7337526205450734; 0.7657232704402516
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; 10; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.55       0.55882353 0.55042017 0.48739496 0.54201681]; 0.4860335195530726; 0.48324022346368717; 0.7426624737945493; 0.8957264957264958; 0.8791946308724832; 0.8976510067114093; 0.5053763440860216; 0.5026737967914439; 0.4852550270506927; 0.4444444444444445; 0.4327485380116959; 0.4810801513587891; 0.7381333333333334; 0.7253668763102725; 0.7426624737945493
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.47478992 0.52521008 0.55462185 0.49159664 0.52521008]; 0.5013927576601671; 0.4958217270194986; 0.8113207547169812; 1.0; 1.0; 1.0; 0.5277044854881267; 0.5405405405405406; 0.5001553277415347; 0.49299719887955185; 0.5057471264367817; 0.4961168064616341; 0.8130841121495328; 0.8207547169811321; 0.8113207547169812
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51260504 0.48319328 0.50840336 0.48739496 0.48319328]; 0.5181058495821727; 0.5069637883008357; 0.8144654088050315; 0.9966329966329966; 0.9949579831932773; 0.9966386554621849; 0.47416413373860183; 0.46153846153846156; 0.5149797570850203; 0.522911051212938; 0.5105263157894737; 0.5067424478355652; 0.8125; 0.8039832285115304; 0.8144654088050314
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68067227 0.61764706 0.60084034 0.66386555 0.62184874]; 0.6518105849582173; 0.6072423398328691; 0.6373165618448637; 0.6243386243386244; 0.5949579831932773; 0.6420168067226891; 0.5928338762214984; 0.5; 0.6539548022598869; 0.5407166123778502; 0.4689265536723164; 0.6053423977152791; 0.6041189931350115; 0.5534591194968553; 0.6373165618448637
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65       0.59663866 0.55882353 0.59663866 0.63865546]; 0.6284916201117319; 0.6536312849162011; 0.8118448637316562; 0.9141414141414141; 0.9110738255033557; 0.9144295302013422; 0.659846547314578; 0.7633136094674556; 0.6356250587019817; 0.7075471698113207; 0.7936507936507936; 0.6453461068845684; 0.8207688467299052; 0.8616352201257862; 0.8118448637316562
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.58333333 0.63445378 0.55882353 0.66386555 0.59243697]; 0.5810055865921788; 0.5642458100558659; 0.7809224318658281; 0.9061976549413735; 0.9077181208053692; 0.906040268456376; 0.5639534883720931; 0.5132275132275133; 0.585016123477662; 0.5517241379310345; 0.5680473372781065; 0.5644469490623337; 0.7783669141039237; 0.7693920335429769; 0.7809224318658281
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.67482517 0.65384615 0.60839161 0.63380282]; 0.6291666666666667; 0.6125; 0.6362683438155137; 0.6150375939849624; 0.572829131652661; 0.6414565826330532; 0.5898617511520737; 0.5423728813559322; 0.6277438177271464; 0.579185520361991; 0.5245901639344263; 0.6139899972214504; 0.6074660633484164; 0.5628930817610063; 0.6362683438155137
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64335664 0.65734266 0.61888112 0.61888112 0.65492958]; 0.6; 0.6125; 0.810272536687631; 0.8819112627986349; 0.9047619047619048; 0.8788515406162464; 0.5752212389380531; 0.5416666666666666; 0.6; 0.5866666666666667; 0.55; 0.6125; 0.8110647181628393; 0.8144654088050315; 0.810272536687631
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58391608 0.59090909 0.5979021  0.6013986  0.60915493]; 0.6291666666666667; 0.6208333333333333; 0.8186582809224319; 0.8817663817663818; 0.8669467787114846; 0.8837535014005602; 0.6590038314176245; 0.6991869918699187; 0.6273712737127372; 0.6459143968871596; 0.7094017094017094; 0.6229935376276841; 0.8199791883454735; 0.8259958071278826; 0.8186582809224319
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53846154 0.48951049 0.55944056 0.49300699 0.5       ]; 0.5291666666666667; 0.5125; 0.5859538784067087; 0.6455696202531646; 0.7142857142857143; 0.607843137254902; 0.5603112840466925; 0.5950413223140496; 0.5286130981318148; 0.5650557620817843; 0.6386554621848739; 0.5135426071254948; 0.6248812915479582; 0.689727463312369; 0.5859538784067085
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.55208333 0.52097902 0.52797203 0.51748252 0.51748252]; 0.5126050420168067; 0.46638655462184875; 0.8726415094339622; 1.0; 1.0; 1.0; 0.45794392523364486; 0.4375; 0.5084325396825397; 0.46861924686192463; 0.4444444444444444; 0.4677579365079365; 0.8710875331564987; 0.860587002096436; 0.8726415094339622
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.52777778 0.51388889 0.4965035  0.46153846 0.46503497]; 0.540084388185654; 0.5021097046413502; 0.8784067085953878; 0.9965059399021663; 0.9944211994421199; 0.9965132496513249; 0.5281385281385281; 0.5596330275229358; 0.5415352637614679; 0.5241935483870968; 0.5078125; 0.5016126720183487; 0.8785340314136125; 0.8794549266247379; 0.8784067085953877
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.64236111 0.65972222 0.67132867 0.66783217 0.61188811]; 0.6286919831223629; 0.5780590717299579; 0.649895178197065; 0.6374622356495467; 0.5885634588563459; 0.6652719665271967; 0.5728155339805824; 0.5086206896551724; 0.6262111712738672; 0.5145631067961164; 0.4380165289256198; 0.5810772299800513; 0.6152073732718895; 0.559748427672956; 0.6498951781970651
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.6875     0.65277778 0.61188811 0.61888112 0.61888112]; 0.6033755274261603; 0.6497890295358649; 0.8223270440251572; 0.8894952251023192; 0.9093444909344491; 0.8870292887029289; 0.6083333333333334; 0.6033057851239669; 0.6033770304930179; 0.6343612334801763; 0.6206896551724138; 0.6491878027928184; 0.8246249353336782; 0.8354297693920335; 0.8223270440251573
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65034965 0.62937063 0.65034965 0.5979021  0.66083916]; 0.5774058577405857; 0.6150627615062761; 0.8087002096436059; 0.8766140602582496; 0.8545454545454545; 0.8797202797202797; 0.5589519650655022; 0.5079365079365079; 0.5814018822868381; 0.5779816513761468; 0.5575221238938053; 0.6120943952802361; 0.8017381857686041; 0.7735849056603774; 0.8087002096436058
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.5625     0.48958333 0.55208333 0.54166667 0.55319149]; 0.5471698113207547; 0.5220125786163522; 0.8140703517587939; 1.0; 1.0; 1.0; 0.6896551724137931; 0.898876404494382; 0.499438202247191; 0.6545454545454545; 0.8780487804878049; 0.5104529616724739; 0.8408602150537635; 0.9536585365853658; 0.809730822696828
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.65625    0.75       0.64583333 0.77083333 0.64583333]; 0.63125; 0.6125; 0.84875; 1.0; 1.0; 1.0; 0.6335403726708074; 0.7083333333333334; 0.6382575757575757; 0.6025641025641025; 0.6266666666666667; 0.6133333333333333; 0.848180677540778; 0.8733850129198967; 0.8495254362420306
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.76041667 0.78125    0.79166667 0.76595745]; 0.5660377358490566; 0.5786163522012578; 0.8291457286432161; 1.0; 1.0; 1.0; 0.5868263473053892; 0.6901408450704225; 0.5780249679897567; 0.633879781420765; 0.6590909090909091; 0.5689820742637645; 0.8357487922705314; 0.8693467336683417; 0.8291457286432161
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.69791667 0.65625    0.78125    0.59574468 0.69148936]; 0.6392405063291139; 0.6329113924050633; 0.7904040404040404; 0.8973843058350099; 0.9369747899159664; 0.8928571428571428; 0.6503067484662577; 0.5955056179775281; 0.6455788959452857; 0.6329113924050632; 0.5747126436781609; 0.6394689978954184; 0.7970660146699265; 0.7874396135265701; 0.790545203588682
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58333333 0.64583333 0.75       0.75       0.60638298]; 0.660377358490566; 0.5974842767295597; 0.7713567839195979; 0.8709677419354839; 0.9037656903765691; 0.8661087866108788; 0.7; 0.8181818181818182; 0.6651884700665189; 0.6144578313253012; 0.6623376623376623; 0.5994615140956605; 0.7838479809976246; 0.8396946564885496; 0.7722046483435303
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.75       0.65957447 0.59574468 0.75531915]; 0.4620253164556962; 0.5506329113924051; 0.7759493670886076; 0.9567010309278349; 0.9789029535864979; 0.9556962025316457; 0.5685279187817258; 0.7567567567567568; 0.47956885456885456; 0.6432160804020101; 0.8767123287671232; 0.5736502820306204; 0.7990919409761634; 0.9166666666666666; 0.7797619047619047
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.73958333 0.75       0.71875    0.65957447]; 0.5408805031446541; 0.5786163522012578; 0.6909547738693468; 0.7705627705627706; 0.7447698744769874; 0.7782426778242677; 0.535031847133758; 0.5675675675675675; 0.5426073131955484; 0.5988023952095809; 0.5555555555555556; 0.5821256038647343; 0.6870229007633587; 0.6699751861042184; 0.691221689744221
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.73958333 0.65625    0.66666667 0.63541667]; 0.5875; 0.6; 0.815; 0.9617021276595745; 0.9416666666666667; 0.9624999999999999; 0.6373626373626373; 0.7733333333333333; 0.5984313725490197; 0.6666666666666666; 0.7529411764705882; 0.5898039215686275; 0.8246445497630331; 0.87; 0.815
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.6875     0.73958333 0.69791667 0.71276596]; 0.5660377358490566; 0.5660377358490566; 0.7763819095477387; 0.9145299145299145; 0.895397489539749; 0.9163179916317992; 0.5490196078431372; 0.4772727272727273; 0.5766645326504481; 0.5660377358490565; 0.5421686746987951; 0.567136968928345; 0.7717948717948717; 0.7341463414634146; 0.7776949323897384
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.53472222 0.56944444 0.57638889 0.53472222 0.52083333]; 0.5333333333333333; 0.5208333333333334; 0.8025; 0.9860724233983287; 0.9833333333333333; 0.9861111111111113; 0.6190476190476191; 0.8425925925925926; 0.5614478114478114; 0.6325878594249201; 0.8114754098360656; 0.5159071964434565; 0.8211320754716981; 0.9220338983050848; 0.804459572103362
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.75694444 0.68055556 0.66666667 0.67361111 0.71527778]; 0.6333333333333333; 0.6125; 0.8491666666666666; 1.0; 1.0; 1.0; 0.6479999999999999; 0.6864406779661016; 0.6342039455404278; 0.6172839506172839; 0.5859375; 0.6143973214285714; 0.8507831821929102; 0.8514851485148515; 0.8491432476580991
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.78169014 0.75352113 0.68309859 0.71126761 0.73943662]; 0.6228813559322034; 0.6949152542372882; 0.8629441624365483; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.6666666666666667; 0.7063492063492064; 0.6168109668109669; 0.6974789915966387; 0.7545454545454545; 0.6987012987012986; 0.8665568369028006; 0.8900169204737732; 0.8629441624365483
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66901408 0.64788732 0.66901408 0.67605634 0.67605634]; 0.6440677966101694; 0.597457627118644; 0.6522842639593909; 0.7017994858611825; 0.7690140845070422; 0.6732394366197182; 0.6410256410256411; 0.6410256410256411; 0.6440422322775263; 0.5887445887445888; 0.544; 0.6008288288288288; 0.6693483507642799; 0.6968174204355109; 0.651827513636559
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.70833333 0.74305556 0.66197183 0.69014085]; 0.6638655462184874; 0.6092436974789915; 0.8280201342281879; 0.9559228650137741; 0.9692737430167597; 0.9553072625698324; 0.6581196581196581; 0.6470588235294118; 0.6638655462184875; 0.5974025974025974; 0.5847457627118644; 0.6090395480225989; 0.8278757346767424; 0.8285714285714286; 0.8280210576692989
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.6875     0.61805556 0.61805556 0.62676056 0.61267606]; 0.542016806722689; 0.5378151260504201; 0.7953020134228188; 0.9651324965132496; 0.9664804469273743; 0.9650837988826816; 0.6064981949458483; 0.6268656716417911; 0.5297789896670494; 0.6206896551724139; 0.8035714285714286; 0.5525793650793651; 0.8099688473520249; 0.8609271523178808; 0.7944091543902329
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72222222 0.73611111 0.75       0.72222222 0.74647887]; 0.6150627615062761; 0.606694560669456; 0.7508361204013378; 0.8506666666666668; 0.8885793871866295; 0.8440111420612814; 0.6229508196721312; 0.6608695652173913; 0.6167251051893408; 0.6239999999999999; 0.6964285714285714; 0.6119938132733408; 0.7604501607717042; 0.8071672354948806; 0.7519442734851453
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.76388889 0.65972222 0.75       0.69444444 0.71126761]; 0.5732217573221757; 0.5648535564853556; 0.7817725752508361; 0.9201741654571843; 0.883008356545961; 0.9233983286908078; 0.6015625; 0.6311475409836066; 0.5719840269020597; 0.6000000000000001; 0.6554621848739496; 0.5652310924369748; 0.7834024896265559; 0.7866666666666666; 0.7817561521252796
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.67361111 0.73611111 0.75       0.77464789 0.72535211]; 0.6092436974789915; 0.5462184873949579; 0.7751677852348994; 0.9073305670816044; 0.9162011173184358; 0.9064245810055866; 0.6642599277978339; 0.71875; 0.600284090909091; 0.5970149253731343; 0.7272727272727273; 0.5589488636363636; 0.7886435331230284; 0.8389261744966443; 0.7751677852348993
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.609375   0.59375    0.609375   0.54210526 0.57894737]; 0.5628930817610063; 0.5031446540880503; 0.8071608040201005; 0.9895178197064989; 0.9874476987447699; 0.9895397489539749; 0.6650602409638554; 0.8679245283018868; 0.5628930817610063; 0.6325581395348837; 0.8343558282208589; 0.4945972689491391; 0.8293496386881603; 0.9325; 0.8065277777777778
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.64736842 0.62631579 0.67894737 0.63157895 0.66489362]; 0.6265822784810127; 0.6360759493670886; 0.8474683544303797; 0.9914893617021276; 0.9831223628691983; 0.9915611814345991; 0.650887573964497; 0.6790123456790124; 0.6252204585537918; 0.6417445482866043; 0.6959459459459459; 0.6396396396396395; 0.8492808005003127; 0.8660714285714286; 0.8476085786073224
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.73684211 0.62631579 0.68947368]; 0.6698113207547169; 0.5911949685534591; 0.829559748427673; 0.9625; 0.9685534591194969; 0.9622641509433962; 0.693877551020408; 0.7125748502994012; 0.667545703295396; 0.5937500000000001; 0.6050955414012739; 0.5913676464770344; 0.8330252618607517; 0.8439450686641697; 0.8294503543574334
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.625      0.63157895 0.66315789 0.64736842]; 0.5849056603773585; 0.6069182389937107; 0.650314465408805; 0.6939611054247697; 0.710691823899371; 0.6865828092243187; 0.6271186440677966; 0.69375; 0.5842167721518987; 0.6498599439775911; 0.6946107784431138; 0.6022722766387755; 0.6706161137440757; 0.7039800995024875; 0.6496999734153659
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; 8; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.73958333 0.60526316 0.71578947 0.73684211 0.67894737]; 0.580441640378549; 0.5993690851735016; 0.8121059268600253; 0.9616161616161616; 1.0; 0.9600840336134454; 0.6189111747851004; 0.6585365853658537; 0.5776343057548223; 0.6253687315634218; 0.6708860759493671; 0.5995939813709099; 0.8224076281287247; 0.8646616541353384; 0.8117724514331514
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63684211 0.67368421 0.62631579 0.63684211 0.62631579]; 0.5759493670886076; 0.5632911392405063; 0.7831858407079646; 0.9267285861713106; 0.9452631578947368; 0.9252631578947369; 0.510948905109489; 0.45751633986928103; 0.5723164521432295; 0.5273972602739726; 0.4935897435897436; 0.5624198717948717; 0.7765472312703583; 0.7602040816326531; 0.7829842463301109
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.77083333 0.703125   0.75789474 0.73157895 0.72631579]; 0.5817610062893082; 0.6132075471698113; 0.7069182389937106; 0.7692307692307693; 0.7337526205450734; 0.7798742138364779; 0.5128205128205129; 0.42168674698795183; 0.5891328471781864; 0.5214007782101168; 0.4527027027027027; 0.6028219395866454; 0.6763888888888889; 0.6156763590391909; 0.706461458618469
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.71578947 0.64736842 0.68421053 0.66842105 0.67368421]; 0.6392405063291139; 0.6107594936708861; 0.838811630847029; 0.980728051391863; 0.9642105263157895; 0.9810526315789474; 0.6935483870967742; 0.80625; 0.637099358974359; 0.6611570247933884; 0.7894736842105263; 0.6172978177150192; 0.8472139005392451; 0.8983481575603558; 0.8391111856984169
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.6875     0.671875   0.671875   0.66666667 0.71354167]; 0.6125; 0.60625; 0.77; 0.879837067209776; 0.9; 0.8770833333333333; 0.6684491978609626; 0.7668711656441718; 0.6095502325036145; 0.6480446927374302; 0.7204968944099379; 0.6055314660728935; 0.7852975495915986; 0.8370646766169154; 0.7696629915747892
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.59243697 0.55042017 0.57563025 0.61864407]; 0.5416666666666666; 0.5055555555555555; 0.8170859538784067; 0.9949324324324325; 0.9915824915824916; 0.9949494949494949; 0.6389496717724288; 0.7934782608695652; 0.5359436758893281; 0.6113537117903929; 0.7954545454545454; 0.5118577075098814; 0.8337303477846595; 0.9171907756813418; 0.8170859538784068
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68067227 0.71428571 0.68067227 0.68907563 0.6779661 ]; 0.5861111111111111; 0.6583333333333333; 0.8522012578616353; 0.9915110356536503; 0.9831649831649831; 0.9915824915824916; 0.612987012987013; 0.6629213483146067; 0.5869551796518089; 0.6854219948849105; 0.7362637362637363; 0.6574577108284974; 0.8556806550665302; 0.8763102725366876; 0.8522012578616353
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65546218 0.69747899 0.68487395 0.66806723 0.68487395]; 0.6518105849582173; 0.5905292479108635; 0.8453878406708596; 0.9804587935429057; 0.9697478991596639; 0.9806722689075631; 0.659400544959128; 0.6722222222222223; 0.6517535692116699; 0.5811965811965812; 0.5698324022346368; 0.590471756672874; 0.8443271767810026; 0.8385744234800838; 0.8453878406708596
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62605042 0.64705882 0.69327731 0.71008403 0.65546218]; 0.6211699164345403; 0.6211699164345403; 0.7793501048218029; 0.8791565287915653; 0.9109243697478991; 0.8747899159663866; 0.6222222222222222; 0.6549707602339181; 0.6226981460744059; 0.6476683937823833; 0.6648936170212766; 0.6189965161129775; 0.787266296109146; 0.8165618448637316; 0.7793501048218029
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; 10; svd_reconstruct; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70416667 0.63333333 0.6625     0.7        0.64285714]; 0.6140845070422535; 0.5549295774647888; 0.8055555555555556; 0.9390048154093098; 0.9766277128547579; 0.9365609348914858; 0.6140845070422536; 0.615819209039548; 0.6140893798006729; 0.5212121212121212; 0.48314606741573035; 0.5551323557417636; 0.8078715691351631; 0.8176100628930818; 0.8055555555555556
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.60833333 0.65546218 0.64705882 0.65546218 0.65966387]; 0.6201117318435754; 0.5810055865921788; 0.8307127882599581; 0.9693454846727424; 0.9815436241610739; 0.9689597315436241; 0.6023391812865498; 0.544973544973545; 0.6245577784039323; 0.537037037037037; 0.514792899408284; 0.5775022698099621; 0.8275493860117459; 0.8123689727463312; 0.8307127882599581
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69166667 0.7        0.70588235 0.67647059 0.71428571]; 0.6386554621848739; 0.6218487394957983; 0.7033542976939203; 0.7457912457912458; 0.7420435510887772; 0.7470686767169178; 0.6465753424657534; 0.6413043478260869; 0.6385712490575521; 0.6361185983827493; 0.6820809248554913; 0.6236491580799196; 0.7058212058212058; 0.7117400419287212; 0.7033542976939203
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63445378 0.64705882 0.68907563 0.66806723 0.66949153]; 0.6888888888888889; 0.6555555555555556; 0.8537735849056604; 0.9632164242942687; 0.9478114478114478; 0.9638047138047138; 0.6818181818181819; 0.6896551724137931; 0.688913607712273; 0.6736842105263158; 0.6881720430107527; 0.6544308490915832; 0.8532351394003156; 0.850104821802935; 0.8537735849056604
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.65833333 0.73333333 0.71666667 0.7375     0.625     ]; 0.6384180790960452; 0.615819209039548; 0.7809224318658281; 0.8686006825938568; 0.8483333333333334; 0.8716666666666667; 0.5704697986577181; 0.5089820359281437; 0.6314963655576548; 0.5750000000000001; 0.4919786096256685; 0.6232348137948701; 0.7664804469273743; 0.7190775681341719; 0.7809224318658281
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.56597222 0.5979021  0.6013986  0.57692308 0.56993007]; 0.5294117647058824; 0.5252100840336135; 0.8768343815513627; 0.9929971988795517; 0.9902234636871509; 0.9930167597765363; 0.6363636363636362; 0.8376068376068376; 0.5345058981422618; 0.6366559485530546; 0.8181818181818182; 0.5202020202020202; 0.8851978505129457; 0.949685534591195; 0.8768343815513626
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65384615 0.61188811 0.67482517 0.64335664 0.6584507 ]; 0.6791666666666667; 0.6958333333333333; 0.9213836477987422; 1.0; 1.0; 1.0; 0.6695278969957081; 0.65; 0.6791666666666666; 0.669683257918552; 0.6166666666666667; 0.6958333333333333; 0.9202975557917109; 0.9077568134171907; 0.921383647798742
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66783217 0.70979021 0.70629371 0.74825175 0.67605634]; 0.6208333333333333; 0.525; 0.889412997903564; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.6591760299625468; 0.6929133858267716; 0.6163681973381645; 0.5546875; 0.6283185840707964; 0.5306947251062644; 0.8915167095115681; 0.9088050314465409; 0.889412997903564
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.63286713 0.61888112 0.65734266 0.64788732]; 0.6833333333333333; 0.6166666666666667; 0.7882599580712788; 0.8506329113924052; 0.9411764705882353; 0.834733893557423; 0.7054263565891473; 0.7222222222222222; 0.6812865497076024; 0.6068376068376069; 0.6228070175438597; 0.6169590643274854; 0.8050193050193051; 0.8742138364779874; 0.7882599580712788
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.61538462 0.72727273 0.67132867 0.67957746]; 0.5708333333333333; 0.6208333333333333; 0.8574423480083857; 0.946938775510204; 0.9747899159663865; 0.9453781512605042; 0.5654008438818565; 0.5491803278688525; 0.5712003334259517; 0.5882352941176471; 0.5508474576271186; 0.6196860238955264; 0.8589211618257262; 0.8679245283018868; 0.8574423480083857
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.66666667 0.63986014 0.67132867 0.62587413 0.61188811]; 0.6218487394957983; 0.5504201680672269; 0.8317610062893082; 0.9132867132867133; 0.9120111731843575; 0.9134078212290503; 0.55; 0.4700854700854701; 0.6193402557038921; 0.46766169154228854; 0.3884297520661157; 0.5531892350074168; 0.8246859639541234; 0.7914046121593291; 0.8317610062893082
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; 12; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.67482517 0.6958042  0.66083916 0.68531469 0.68531469]; 0.5941422594142259; 0.6401673640167364; 0.7468553459119497; 0.7919556171983356; 0.7986013986013986; 0.7902097902097902; 0.6072874493927125; 0.6637168141592921; 0.5977314229526619; 0.6791044776119404; 0.7222222222222222; 0.6354473942969519; 0.7531936637710781; 0.7725366876310272; 0.7468553459119497
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67361111 0.64236111 0.70979021 0.6958042  0.69230769]; 0.6244725738396625; 0.6329113924050633; 0.8149895178197065; 0.8729361091170136; 0.8479776847977685; 0.8765690376569037; 0.6212765957446809; 0.5658914728682171; 0.6301679586563308; 0.5538461538461539; 0.5; 0.622093023255814; 0.8063631376851345; 0.7704402515723271; 0.8149895178197065
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68055556 0.70833333 0.6993007  0.68881119 0.72377622]; 0.6160337552742616; 0.6075949367088608; 0.8029350104821803; 0.8606676342525398; 0.8270571827057183; 0.8661087866108786; 0.6160337552742616; 0.6822429906542056; 0.6218907260963336; 0.67595818815331; 0.7461538461538462; 0.5927030913012221; 0.8023133543638277; 0.79979035639413; 0.8029350104821803
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.67708333 0.63829787 0.56382979 0.65957447]; 0.5632911392405063; 0.5189873417721519; 0.8; 0.9726315789473684; 0.9746835443037974; 0.9725738396624473; 0.6101694915254238; 0.6585365853658537; 0.5595314505776637; 0.5529411764705883; 0.5595238095238095; 0.5162483912483913; 0.8077858880778589; 0.8238213399503722; 0.7995075691999923
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.70833333 0.71875    0.625      0.69791667]; 0.575; 0.64375; 0.84; 0.9937106918238994; 0.9875; 0.99375; 0.5584415584415584; 0.5443037974683544; 0.5746210345366464; 0.658682634730539; 0.6470588235294118; 0.6435294117647059; 0.8395989974937343; 0.8292079207920792; 0.8401090109010901
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.66666667 0.63541667 0.67708333]; 0.55; 0.5625; 0.78875; 0.9416846652267818; 0.9083333333333333; 0.9437499999999999; 0.5324675324675324; 0.5189873417721519; 0.5496171276761994; 0.573170731707317; 0.5402298850574713; 0.5646354904739411; 0.7836107554417413; 0.7536945812807881; 0.7892838388637443
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.61458333 0.68085106 0.59574468 0.5106383 ]; 0.6329113924050633; 0.6139240506329114; 0.6278481012658228; 0.7048903878583475; 0.8818565400843882; 0.630801687763713; 0.6704545454545453; 0.7468354430379747; 0.6329113924050632; 0.6347305389221558; 0.6091954022988506; 0.6144568560790028; 0.6858974358974359; 0.7965260545905707; 0.6243612185097557
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.6875     0.70833333 0.75       0.69791667]; 0.6625; 0.63125; 0.77125; 0.8559670781893004; 0.8666666666666667; 0.8541666666666666; 0.7567567567567567; 0.8842105263157894; 0.6113360323886641; 0.7281105990783411; 0.8977272727272727; 0.6016414141414141; 0.8021621621621623; 0.8770685579196218; 0.7647942259094132
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.59375    0.60416667 0.62765957 0.60638298]; 0.5886075949367089; 0.5316455696202531; 0.8093434343434344; 0.9745762711864406; 0.9663865546218487; 0.9747899159663865; 0.6198830409356725; 0.6794871794871795; 0.5897435897435898; 0.5647058823529411; 0.631578947368421; 0.5353016688061617; 0.8142681426814268; 0.8443877551020408; 0.8096938775510204
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.625      0.67708333 0.71875    0.6875    ]; 0.56875; 0.60625; 0.74125; 0.8459958932238192; 0.8583333333333333; 0.8437499999999999; 0.5868263473053892; 0.5764705882352941; 0.5682352941176471; 0.6358381502890174; 0.6470588235294118; 0.6035294117647059; 0.7496977025392987; 0.7560975609756098; 0.7408692933083176
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.72916667 0.73958333 0.72916667 0.77659574]; 0.5849056603773585; 0.6415094339622641; 0.7864321608040201; 0.8989247311827957; 0.8744769874476988; 0.901673640167364; 0.6117647058823529; 0.65; 0.584493670886076; 0.6503067484662576; 0.6625; 0.641376582278481; 0.7869674185463658; 0.7869674185463659; 0.786430812547742
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.64583333 0.66666667 0.625      0.66666667]; 0.60625; 0.5875; 0.78625; 0.9106382978723404; 0.8916666666666667; 0.9125; 0.6227544910179641; 0.5977011494252874; 0.6070697527948355; 0.6373626373626373; 0.6105263157894737; 0.5821862348178138; 0.7912087912087914; 0.7677725118483413; 0.7873254093633242
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; 6; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.61971831 0.6056338  0.61267606 0.65492958 0.57746479]; 0.6398305084745762; 0.5254237288135594; 0.817258883248731; 0.9730496453900709; 0.9661971830985916; 0.9732394366197183; 0.6530612244897959; 0.7142857142857143; 0.6434331797235023; 0.540983606557377; 0.6111111111111112; 0.5321180555555556; 0.8190954773869348; 0.8504347826086956; 0.8181333715349902
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.625      0.61805556 0.66666667 0.61805556 0.6971831 ]; 0.6401673640167364; 0.5941422594142259; 0.8152173913043478; 0.944927536231884; 0.9080779944289693; 0.947075208913649; 0.6838235294117648; 0.7560975609756098; 0.6366694701429773; 0.6135458167330677; 0.6695652173913044; 0.5968793828892006; 0.8178070898598516; 0.830820770519263; 0.8152434403514512
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.65492958 0.6056338  0.64788732 0.69014085 0.65492958]; 0.5677966101694916; 0.6440677966101694; 0.8248730964467005; 0.9702970297029704; 0.9661971830985916; 0.9704225352112678; 0.6106870229007634; 0.6779661016949152; 0.5677966101694916; 0.6470588235294117; 0.6260162601626016; 0.6448665371609468; 0.8285004142502072; 0.8389261744966443; 0.8247531896374006
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.59722222 0.66666667 0.6056338  0.67605634 0.6056338 ]; 0.6260504201680672; 0.6932773109243697; 0.6420168067226891; 0.674074074074074; 0.7647058823529411; 0.6302521008403361; 0.6641509433962264; 0.8627450980392157; 0.6556372549019608; 0.7491408934707904; 0.8134328358208955; 0.675947187141217; 0.6881405563689604; 0.7925801011804384; 0.6425212063691137
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.64583333 0.68055556 0.60416667 0.66666667 0.68055556]; 0.675; 0.5791666666666667; 0.8216666666666667; 0.9502133712660028; 0.9277777777777778; 0.951388888888889; 0.713235294117647; 0.8151260504201681; 0.6761580665323981; 0.6130268199233716; 0.6779661016949152; 0.5807863295359822; 0.8268608414239482; 0.8559463986599665; 0.8218372125969815
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.63380282 0.56338028 0.57746479 0.56338028 0.61267606]; 0.5508474576271186; 0.5466101694915254; 0.7800338409475466; 0.9364005412719891; 0.9746478873239437; 0.9338028169014085; 0.5826771653543307; 0.6915887850467289; 0.5628486560892559; 0.5702811244979918; 0.6173913043478261; 0.5483650736615163; 0.7906602254428342; 0.8509532062391681; 0.781674950227022
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.74305556 0.73611111 0.74305556 0.73943662 0.73239437]; 0.6386554621848739; 0.5714285714285714; 0.7046979865771812; 0.7677053824362606; 0.7569832402234636; 0.7709497206703911; 0.6791044776119404; 0.7711864406779662; 0.6397598870056498; 0.625; 0.68; 0.5656637168141594; 0.7174959871589085; 0.7437603993344426; 0.7043675093118913
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; 6; svd_reconstruct; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70138889 0.78873239 0.74647887 0.71830986 0.75352113]; 0.620253164556962; 0.6329113924050633; 0.7934232715008431; 0.9008746355685131; 0.8679775280898876; 0.9044943820224719; 0.6186440677966101; 0.6403508771929824; 0.6209884467265725; 0.6200873362445414; 0.5772357723577236; 0.6351091142490372; 0.7871416159860991; 0.7639123102866779; 0.7934232715008432
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.64583333 0.63888889 0.67361111 0.66666667 0.75      ]; 0.5541666666666667; 0.5958333333333333; 0.7641666666666667; 0.888888888888889; 0.8777777777777778; 0.8902777777777777; 0.6051660516605165; 0.780952380952381; 0.5793650793650793; 0.6367041198501873; 0.7456140350877193; 0.6029657477025898; 0.7734187349879903; 0.8341968911917098; 0.7665348385105086
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.60416667 0.74736842 0.61052632 0.62105263]; 0.6132075471698113; 0.5691823899371069; 0.7968553459119497; 0.9336143308746049; 0.9287211740041929; 0.9339622641509434; 0.6754617414248021; 0.7804878048780488; 0.607776369971492; 0.6346666666666667; 0.7628205128205128; 0.5727682811016145; 0.8103347034644746; 0.8657465495608532; 0.7966815976051429
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.62105263 0.67894737 0.67368421 0.67894737 0.65425532]; 0.6107594936708861; 0.5316455696202531; 0.8012658227848102; 0.9534127843986999; 0.9282700421940928; 0.9546413502109705; 0.5967213114754099; 0.5947712418300654; 0.6102690564978548; 0.5163398692810458; 0.4968553459119497; 0.5318671634018347; 0.7953063885267275; 0.7760814249363868; 0.801138949244012
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.65625    0.6875     0.72916667 0.71875    0.65625   ]; 0.5875; 0.675; 0.829375; 0.9606801275239106; 0.9416666666666667; 0.9614583333333332; 0.5479452054794521; 0.47904191616766467; 0.5924621345544204; 0.6060606060606061; 0.5405405405405406; 0.6656191074795725; 0.8176352705410822; 0.769811320754717; 0.8290050392593461
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.64736842 0.65263158 0.68421053 0.68947368 0.63157895]; 0.6265822784810127; 0.5886075949367089; 0.6403286978508217; 0.6939942802669209; 0.7663157894736842; 0.6621052631578948; 0.6989795918367346; 0.8616352201257862; 0.62508512598646; 0.6649484536082475; 0.8543046357615894; 0.5998795906080674; 0.6889010388190269; 0.802547770700637; 0.6415499204820625
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.625      0.578125   0.62105263 0.66842105 0.6       ]; 0.5660377358490566; 0.610062893081761; 0.8182389937106919; 0.970873786407767; 0.9433962264150944; 0.9716981132075472; 0.625; 0.7371794871794872; 0.5692070275403609; 0.6736842105263158; 0.7852760736196319; 0.6055412626162675; 0.8274626865671642; 0.8706030150753769; 0.818173044061618
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.58854167 0.578125   0.65625    0.61458333 0.6       ]; 0.6018808777429467; 0.6112852664576802; 0.8151629072681704; 0.9536842105263157; 0.9457202505219207; 0.954070981210856; 0.6116207951070336; 0.6666666666666666; 0.6055226824457594; 0.6416184971098265; 0.6981132075471698; 0.6115566037735849; 0.818237831176833; 0.8426395939086294; 0.8155029652711464
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.671875   0.69791667 0.765625   0.66145833 0.734375  ]; 0.61875; 0.646875; 0.715625; 0.7659574468085107; 0.75; 0.7708333333333333; 0.608974358974359; 0.5864197530864198; 0.6191592436318174; 0.6565349544072948; 0.6352941176470588; 0.6476470588235294; 0.7122074636306135; 0.6933497536945813; 0.7159642169488135
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.77368421 0.65263158 0.72105263 0.66315789 0.67021277]; 0.6075949367088608; 0.6360759493670886; 0.7765822784810127; 0.8779443254817987; 0.8649789029535865; 0.8797468354430379; 0.6265060240963856; 0.6419753086419753; 0.6067019400352733; 0.6567164179104478; 0.6918238993710691; 0.6357208668829868; 0.7795128044971893; 0.7849056603773585; 0.7765292633096984
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.734375   0.79166667 0.75263158 0.77368421]; 0.6352201257861635; 0.5911949685534591; 0.7719849246231156; 0.8769716088328077; 0.8723849372384938; 0.8776150627615064; 0.6441717791411042; 0.6687898089171974; 0.6356371404834434; 0.5859872611464968; 0.5714285714285714; 0.5914467697907189; 0.7718416090509114; 0.7713567839195979; 0.7719849246231156
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; 10; svd_reconstruct; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.63333333 0.67916667 0.61666667 0.57983193 0.6092437 ]; 0.6207865168539326; 0.5308988764044944; 0.7830188679245284; 0.9041095890410958; 0.882943143812709; 0.9063545150501672; 0.6793349168646081; 0.7857142857142857; 0.6169950738916256; 0.5639686684073107; 0.6206896551724138; 0.5328723001136795; 0.7900608519269777; 0.8165618448637316; 0.7830188679245282
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6512605  0.6092437  0.62184874 0.62605042 0.61764706]; 0.6323119777158774; 0.637883008356546; 0.8349056603773585; 0.9538729329852045; 0.9210084033613445; 0.9554621848739496; 0.6930232558139535; 0.8232044198895028; 0.630703333540257; 0.6948356807511736; 0.8314606741573034; 0.6394872431559997; 0.8428927680798005; 0.8857442348008385; 0.8349056603773586
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.63333333 0.67083333 0.64285714 0.65546218 0.67226891]; 0.6246498599439776; 0.6330532212885154; 0.8218029350104822; 0.9358426005132592; 0.916247906197655; 0.9371859296482412; 0.6338797814207651; 0.6338797814207651; 0.6244111550781987; 0.6180758017492712; 0.6091954022988506; 0.6324665536084417; 0.8189563365282215; 0.8060796645702306; 0.8218029350104822
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.61666667 0.66666667 0.60833333 0.62184874 0.67647059]; 0.6264044943820225; 0.6404494382022472; 0.639412997903564; 0.6925845932325414; 0.8043478260869565; 0.6429765886287626; 0.6840855106888362; 0.7700534759358288; 0.618754548618802; 0.678391959798995; 0.7988165680473372; 0.6480713856279467; 0.6884057971014492; 0.7966457023060797; 0.6394129979035639
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.61666667 0.6        0.6302521  0.57563025 0.58823529]; 0.5882352941176471; 0.6134453781512605; 0.8349056603773585; 0.9742268041237113; 0.949748743718593; 0.9748743718592965; 0.6573426573426573; 0.8392857142857143; 0.6021825396825398; 0.6933333333333335; 0.8253968253968254; 0.6001984126984127; 0.8458149779735683; 0.9056603773584906; 0.8349056603773585
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.61666667 0.63333333 0.58403361 0.53781513 0.63445378]; 0.5658263305322129; 0.5518207282913166; 0.809748427672956; 0.9591836734693877; 0.9447236180904522; 0.9597989949748744; 0.6134663341645885; 0.7068965517241379; 0.5692952703975881; 0.6097560975609756; 0.6830601092896175; 0.5484266063689467; 0.817312531454454; 0.8511530398322851; 0.809748427672956
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.6875     0.61764706 0.65546218 0.67226891]; 0.5938375350140056; 0.6274509803921569; 0.6624737945492662; 0.6877133105802047; 0.6750418760469011; 0.693467336683417; 0.5938375350140056; 0.5520833333333334; 0.5972537878787878; 0.5907692307692308; 0.5818181818181818; 0.6242424242424243; 0.6526429341963323; 0.6341719077568134; 0.6624737945492662
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.69583333 0.72083333 0.7625     0.71008403 0.74369748]; 0.6179775280898876; 0.547752808988764; 0.7610062893081762; 0.8651399491094148; 0.8528428093645485; 0.867056856187291; 0.6; 0.6107784431137725; 0.6175585337261985; 0.5613079019073569; 0.544973544973545; 0.5479358742831797; 0.7582184517497349; 0.749475890985325; 0.7610062893081762
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.71008403 0.74369748 0.67226891 0.69327731 0.71008403]; 0.5988857938718662; 0.5738161559888579; 0.7573375262054507; 0.8623548922056385; 0.8739495798319328; 0.8605042016806723; 0.6210526315789473; 0.6378378378378379; 0.5976545511028271; 0.5920000000000001; 0.6379310344827587; 0.575722273998136; 0.7638959714431413; 0.7851153039832285; 0.7573375262054508
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.62937063 0.6013986  0.5979021  0.56338028]; 0.5541666666666667; 0.5625; 0.8658280922431866; 0.9687943262411347; 0.9565826330532213; 0.969187675070028; 0.5560165975103735; 0.5929203539823009; 0.5563026966761898; 0.5783132530120481; 0.5669291338582677; 0.5622256288760364; 0.8652631578947368; 0.8616352201257862; 0.8658280922431866
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69791667 0.66319444 0.70629371 0.68531469 0.68181818]; 0.5485232067510548; 0.5991561181434599; 0.8684486373165619; 0.9650249821556031; 0.9428172942817294; 0.9658298465829847; 0.5596707818930041; 0.6181818181818182; 0.5531853972798855; 0.6415094339622641; 0.6692913385826772; 0.5937365783822477; 0.8685175484546883; 0.8689727463312369; 0.8684486373165619
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62847222 0.64685315 0.67482517 0.6958042  0.67832168]; 0.6554621848739496; 0.5882352941176471; 0.860587002096436; 0.9383954154727794; 0.914804469273743; 0.9399441340782124; 0.6403508771929824; 0.6347826086956522; 0.6547896783315659; 0.5663716814159293; 0.5203252032520326; 0.590597384234712; 0.8562162162162162; 0.8301886792452831; 0.860587002096436
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59440559 0.65384615 0.62587413 0.65734266 0.62323944]; 0.6458333333333334; 0.6791666666666667; 0.639937106918239; 0.6720799500312304; 0.7535014005602241; 0.6323529411764706; 0.7098976109215018; 0.8813559322033898; 0.6496943595443179; 0.744186046511628; 0.9180327868852459; 0.6751180883578772; 0.6870159453302961; 0.790356394129979; 0.639937106918239
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.58333333 0.61538462 0.62237762 0.59440559]; 0.6033755274261603; 0.5907172995780591; 0.8857442348008385; 0.9808102345415778; 0.9623430962343096; 0.9811715481171548; 0.6666666666666667; 0.8103448275862069; 0.6076517526360786; 0.6666666666666666; 0.8016528925619835; 0.5861712738671987; 0.88989898989899; 0.9234800838574424; 0.8857442348008385
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.61888112 0.63986014 0.63286713 0.62587413 0.6443662 ]; 0.5708333333333333; 0.5791666666666667; 0.8066037735849056; 0.8865979381443299; 0.9033613445378151; 0.884453781512605; 0.628158844765343; 0.75; 0.5766129032258065; 0.6480836236933798; 0.75; 0.5732758620689655; 0.8172362555720654; 0.8647798742138365; 0.8066037735849056
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68881119 0.68881119 0.62937063 0.71328671 0.68661972]; 0.65; 0.65; 0.6776729559748428; 0.691085003455425; 0.7002801120448179; 0.6869747899159664; 0.641025641025641; 0.6521739130434783; 0.6500869565217391; 0.6347826086956522; 0.584; 0.6528695652173914; 0.6781789638932496; 0.6792452830188679; 0.6776729559748427
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.625      0.62937063 0.65734266 0.67132867]; 0.679324894514768; 0.70042194092827; 0.8359538784067087; 0.8810888252148996; 0.8577405857740585; 0.8842398884239888; 0.6779661016949152; 0.7079646017699115; 0.6805952041107622; 0.70042194092827; 0.6693548387096774; 0.7019340565229804; 0.8325307651150348; 0.8155136268343816; 0.8359538784067085
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.65972222 0.67013889 0.66319444 0.72222222 0.68181818]; 0.6680851063829787; 0.5829787234042553; 0.8113207547169812; 0.8698727015558699; 0.8553546592489569; 0.8720445062586927; 0.6213592233009709; 0.5871559633027523; 0.6626256006989952; 0.5625000000000001; 0.5; 0.5894495412844036; 0.8047722342733189; 0.7777777777777778; 0.8113207547169811
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.76041667 0.75       0.65957447 0.72340426 0.67021277]; 0.6518987341772152; 0.6075949367088608; 0.8025316455696202; 0.91156462585034; 0.8481012658227848; 0.9177215189873419; 0.708994708994709; 0.8271604938271605; 0.647346480679814; 0.69; 0.7419354838709677; 0.5786600496277915; 0.8120481927710843; 0.8199513381995134; 0.8017962495746908
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.84375    0.73958333 0.69791667 0.77083333]; 0.56875; 0.56875; 0.77; 0.8940092165898618; 0.8083333333333333; 0.9041666666666667; 0.5766871165644172; 0.6619718309859155; 0.5781769267289127; 0.6145251396648044; 0.6043956043956044; 0.5630673674151935; 0.7628865979381444; 0.736318407960199; 0.7701692542313558
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.73404255 0.78723404 0.72340426 0.81914894 0.77659574]; 0.6474358974358975; 0.6602564102564102; 0.7902813299232737; 0.8733031674208144; 0.8212765957446808; 0.8808510638297872; 0.6783625730994152; 0.7631578947368421; 0.6503289473684211; 0.6936416184971099; 0.821917808219178; 0.6699950486879023; 0.7913486005089058; 0.8098958333333334; 0.7906263086264658
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.60416667 0.69791667 0.6875     0.67708333]; 0.6125; 0.6125; 0.68375; 0.7667269439421338; 0.8833333333333333; 0.73125; 0.7075471698113208; 0.8522727272727273; 0.5858585858585859; 0.7019230769230769; 0.8795180722891566; 0.6020966984822406; 0.7399794450154163; 0.8759124087591241; 0.6783161015517986
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.67708333 0.65625    0.65625    0.6875    ]; 0.65; 0.71875; 0.8425; 0.9478079331941545; 0.9458333333333333; 0.9479166666666666; 0.6818181818181819; 0.8; 0.6588235294117647; 0.7540983606557377; 0.8023255813953488; 0.7119736015084852; 0.8496420047732697; 0.8877805486284289; 0.8423865149157183
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.63541667 0.57291667 0.60416667 0.66666667]; 0.60625; 0.6; 0.805; 0.937365010799136; 0.9041666666666667; 0.9395833333333334; 0.5935483870967742; 0.5411764705882353; 0.6105882352941175; 0.6363636363636364; 0.6363636363636364; 0.5959595959595959; 0.8035264483627205; 0.7723970944309927; 0.8060951880423697
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.65625    0.71875    0.73958333 0.65625    0.70833333]; 0.6625; 0.6125; 0.71; 0.75; 0.725; 0.7583333333333334; 0.6931818181818182; 0.6853932584269663; 0.6595980376641875; 0.6436781609195402; 0.7567567567567568; 0.6225644248900063; 0.7149877149877152; 0.7220843672456576; 0.709908682363383
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.80208333 0.71875    0.72916667 0.71875   ]; 0.675; 0.59375; 0.81125; 0.9282700421940928; 0.9166666666666666; 0.9291666666666666; 0.6533333333333333; 0.6363636363636364; 0.673603504928806; 0.5806451612903225; 0.5555555555555556; 0.5942334739803095; 0.8061617458279846; 0.7889447236180904; 0.811139028475712
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.6875     0.77659574 0.74468085 0.72340426]; 0.5822784810126582; 0.6265822784810127; 0.7974683544303798; 0.9253731343283582; 0.9156118143459916; 0.9261603375527426; 0.5416666666666666; 0.47560975609756095; 0.5864890885750964; 0.6143790849673203; 0.6025641025641025; 0.6262820512820513; 0.7911227154046997; 0.7632241813602015; 0.7976426250312458
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.61111111 0.66901408 0.68309859 0.73943662]; 0.6176470588235294; 0.6218487394957983; 0.7689075630252101; 0.8613569321533924; 0.8179271708683473; 0.8683473389355741; 0.6255144032921811; 0.6666666666666666; 0.6196236559139784; 0.6511627906976745; 0.6774193548387096; 0.6194114318053197; 0.7667514843087362; 0.7596638655462185; 0.7689075630252101
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.66666667 0.67361111 0.73611111 0.67361111]; 0.6333333333333333; 0.6333333333333333; 0.8175; 0.9364844903988183; 0.8805555555555555; 0.9402777777777778; 0.6562500000000001; 0.711864406779661; 0.6346207279799944; 0.6879432624113476; 0.7461538461538462; 0.6230769230769231; 0.819753086419753; 0.819078947368421; 0.8174786628733997
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70833333 0.69014085 0.68309859 0.61267606 0.72535211]; 0.6160337552742616; 0.6919831223628692; 0.8229342327150084; 0.9313432835820895; 0.8764044943820225; 0.9353932584269663; 0.6566037735849057; 0.71900826446281; 0.6138144770589911; 0.7181467181467182; 0.7560975609756098; 0.6894522892597347; 0.8241206030150754; 0.82; 0.8229692832764504
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.60416667 0.73611111 0.63888889 0.75       0.69444444]; 0.6416666666666667; 0.6; 0.66; 0.7139240506329114; 0.7833333333333333; 0.6861111111111111; 0.6532258064516129; 0.6532258064516129; 0.6412680756395995; 0.6097560975609756; 0.6578947368421053; 0.6027568922305765; 0.6822429906542056; 0.7324414715719063; 0.6602406693407704
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.64583333 0.625      0.67361111 0.68055556]; 0.625; 0.65; 0.7458333333333333; 0.8141843971631205; 0.7972222222222223; 0.8180555555555555; 0.7115384615384616; 0.8951612903225806; 0.6156840934371524; 0.6888888888888889; 0.8532110091743119; 0.6670635198543315; 0.763014763014763; 0.8279932546374368; 0.7467808118327216
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.69444444 0.6875     0.59027778 0.65492958 0.63380282]; 0.6386554621848739; 0.5840336134453782; 0.7684563758389261; 0.8675400291120815; 0.8324022346368715; 0.8729050279329609; 0.6717557251908396; 0.7333333333333333; 0.6378531073446327; 0.6526315789473683; 0.7622950819672131; 0.579423403052572; 0.7763371150729336; 0.7983333333333333; 0.7682545045045045
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; 6; svd_reconstruct; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.68055556 0.69014085 0.71830986 0.73943662 0.67605634]; 0.6371308016877637; 0.5611814345991561; 0.6897133220910624; 0.7174603174603174; 0.6348314606741573; 0.75; 0.5904761904761905; 0.5585585585585585; 0.6324538824538823; 0.5772357723577235; 0.568; 0.5607857142857143; 0.6611418047882137; 0.606418918918919; 0.6895730958230958
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.65972222 0.65277778 0.63194444 0.64788732]; 0.6234309623430963; 0.5523012552301255; 0.7817725752508361; 0.9041916167664671; 0.841225626740947; 0.9108635097493035; 0.6086956521739131; 0.5833333333333334; 0.6235994397759104; 0.5327510917030567; 0.488; 0.5554035087719298; 0.7684117125110915; 0.7168874172185431; 0.7824301950957581
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.80555556 0.73611111 0.70138889 0.70138889]; 0.6916666666666667; 0.6416666666666667; 0.7666666666666667; 0.8255813953488372; 0.7888888888888889; 0.8333333333333333; 0.7238805970149255; 0.8151260504201681; 0.6926869921522327; 0.6950354609929078; 0.7368421052631579; 0.6301032956222332; 0.7738287560581584; 0.7826797385620915; 0.7663398692810457
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.703125   0.69270833 0.734375   0.6875     0.66842105]; 0.6300940438871473; 0.5736677115987461; 0.7675438596491229; 0.8704318936877077; 0.8204592901878914; 0.8778705636743215; 0.6335403726708075; 0.6455696202531646; 0.6302382262756505; 0.6263736263736263; 0.7215189873417721; 0.5750452079566003; 0.7665198237885463; 0.7660377358490567; 0.767538218736014
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.67708333 0.65263158 0.62105263 0.69473684 0.58947368]; 0.6435331230283912; 0.61198738170347; 0.8203026481715007; 0.9457364341085273; 0.8970588235294118; 0.9485294117647058; 0.6169491525423728; 0.5260115606936416; 0.655366891457932; 0.5684210526315789; 0.5472972972972973; 0.6079681752758677; 0.8078219824679703; 0.7515683814303639; 0.8206511108672733
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.62105263 0.64210526 0.70526316 0.64210526 0.59473684]; 0.5791139240506329; 0.6487341772151899; 0.8116308470290771; 0.9405286343612336; 0.8989473684210526; 0.943157894736842; 0.572347266881029; 0.577922077922078; 0.5790844957511624; 0.6542056074766356; 0.660377358490566; 0.6486600168249009; 0.8064935064935065; 0.7880710659898477; 0.8115418302241431
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; 8; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.69473684 0.60526316 0.63157895 0.66315789 0.60106383]; 0.6993670886075949; 0.6740506329113924; 0.6677215189873418; 0.7193133047210301; 0.8839662447257384; 0.6550632911392404; 0.7262247838616714; 0.8344370860927153; 0.7050973309251455; 0.7267904509283819; 0.7527472527472527; 0.6599557159258652; 0.7220751720487031; 0.8451053283767038; 0.6638204520279379
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.734375   0.61458333 0.72916667 0.70526316 0.58947368]; 0.5974842767295597; 0.6194968553459119; 0.7644472361809045; 0.8690228690228691; 0.8744769874476988; 0.8682008368200838; 0.6404494382022472; 0.7215189873417721; 0.598259493670886; 0.6684931506849315; 0.782051282051282; 0.6225071225071225; 0.7771836007130125; 0.8257575757575758; 0.7647537878787879
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.60416667 0.65104167 0.65263158 0.66842105 0.66842105]; 0.6194968553459119; 0.610062893081761; 0.7748427672955975; 0.8819226750261233; 0.8846960167714885; 0.8815513626834381; 0.6430678466076696; 0.6374269005847953; 0.6180331781835541; 0.6242424242424242; 0.6866666666666666; 0.6141666666666666; 0.7798277982779828; 0.7944862155388471; 0.7747683602946762
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.64210526 0.66842105 0.64736842 0.69473684 0.69148936]; 0.6107594936708861; 0.6867088607594937; 0.6810126582278481; 0.7019027484143763; 0.70042194092827; 0.7025316455696203; 0.6144200626959248; 0.593939393939394; 0.611539233393538; 0.6837060702875398; 0.6729559748427673; 0.6867964587589633; 0.6806083650190116; 0.6729323308270677; 0.681095321423764
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.671875   0.66145833 0.6875     0.703125   0.69270833]; 0.625; 0.6875; 0.79375; 0.8791208791208791; 0.8333333333333334; 0.8854166666666667; 0.6153846153846154; 0.6233766233766234; 0.6249413237365045; 0.6815286624203822; 0.6772151898734177; 0.6873730270354743; 0.78515625; 0.7613636363636364; 0.7934293429342933
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.734375   0.734375   0.703125   0.67708333 0.74736842]; 0.5768025078369906; 0.6238244514106583; 0.7593984962406015; 0.8634920634920635; 0.8517745302713987; 0.8653444676409184; 0.5970149253731343; 0.591715976331361; 0.5758579881656805; 0.6153846153846154; 0.6153846153846154; 0.6236432279377064; 0.7587939698492462; 0.7512437810945274; 0.7594602743856476
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; 10; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.62916667 0.64166667 0.65416667 0.65833333 0.64583333]; 0.5875706214689266; 0.635593220338983; 0.7594339622641509; 0.8419243986254296; 0.8166666666666667; 0.8466666666666667; 0.5944444444444446; 0.5911602209944752; 0.5874876249481046; 0.6345609065155806; 0.6473988439306358; 0.6358541180979147; 0.7554608417687799; 0.7431865828092243; 0.7594339622641509
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; 10; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.67083333 0.67916667 0.69583333 0.69166667 0.74166667]; 0.5508474576271186; 0.6016949152542372; 0.8055555555555556; 0.937112488928255; 0.8816666666666667; 0.9408333333333334; 0.5737265415549598; 0.6114285714285714; 0.5515243415802076; 0.6393861892583121; 0.6983240223463687; 0.6005905826017558; 0.8040147913365029; 0.7976939203354297; 0.8055555555555555
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62916667 0.66666667 0.63865546 0.65966387 0.68487395]; 0.6750700280112045; 0.6050420168067226; 0.8301886792452831; 0.9407603890362511; 0.8911222780569514; 0.9438860971524288; 0.6898395721925135; 0.6861702127659575; 0.674446053128541; 0.5936599423631124; 0.6094674556213018; 0.605265642704268; 0.8250539956803455; 0.80083857442348; 0.830188679245283
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66386555 0.65546218 0.64705882 0.65546218 0.6440678 ]; 0.6166666666666667; 0.6805555555555556; 0.689203354297694; 0.7588652482269503; 0.9006734006734006; 0.7138047138047138; 0.6424870466321243; 0.7167630057803468; 0.6204135884516707; 0.7103274559193954; 0.7540106951871658; 0.6775833822756638; 0.7295941632466939; 0.8385744234800838; 0.6892033542976939
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65       0.65416667 0.62184874 0.63865546 0.68487395]; 0.6890756302521008; 0.6414565826330533; 0.8307127882599581; 0.9270833333333334; 0.8944723618090452; 0.9296482412060302; 0.6975476839237057; 0.7529411764705882; 0.6919786096256685; 0.6767676767676768; 0.7165775401069518; 0.6377005347593583; 0.831331592689295; 0.8343815513626834; 0.8307127882599582
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.61344538 0.60084034 0.58823529 0.63865546 0.63445378]; 0.5905292479108635; 0.6323119777158774; 0.8165618448637316; 0.9392643284858854; 0.9226890756302522; 0.9403361344537816; 0.5882352941176471; 0.5833333333333334; 0.5905493482309125; 0.625; 0.6145251396648045; 0.6322625698324023; 0.8136315228966985; 0.80083857442348; 0.8165618448637316
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75833333 0.70833333 0.68487395 0.68487395 0.70168067]; 0.6414565826330533; 0.6638655462184874; 0.7059748427672956; 0.7415359207266722; 0.7520938023450586; 0.73785594639866; 0.6815920398009951; 0.6989795918367347; 0.6352040816326531; 0.6610169491525424; 0.7267080745341615; 0.6694764862466726; 0.7147941026944585; 0.7368972746331237; 0.7059748427672956
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.675      0.68907563 0.66806723 0.67226891 0.66806723]; 0.6368715083798883; 0.6424581005586593; 0.7914046121593291; 0.8780487804878048; 0.8456375838926175; 0.8825503355704697; 0.5833333333333333; 0.5352941176470588; 0.632008760951189; 0.6167664670658681; 0.5478723404255319; 0.6474655819774718; 0.7781493868450391; 0.7316561844863732; 0.7914046121593291
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.66666667 0.67647059 0.67226891 0.65546218 0.67647059]; 0.5977653631284916; 0.6396648044692738; 0.7845911949685535; 0.8818493150684931; 0.8640939597315436; 0.884228187919463; 0.5739644970414202; 0.5271739130434783; 0.5997938530734633; 0.6194690265486726; 0.603448275862069; 0.638680659670165; 0.7772357723577236; 0.7515723270440252; 0.7845911949685536
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70629371 0.67482517 0.68181818 0.64335664 0.63732394]; 0.6416666666666667; 0.6125; 0.8050314465408805; 0.8596363636363635; 0.8277310924369747; 0.8648459383753502; 0.6504065040650406; 0.6557377049180327; 0.6414281744929147; 0.6141078838174274; 0.6271186440677966; 0.6127396499027508; 0.8002148227712138; 0.7809224318658281; 0.8050314465408805
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.68181818 0.62587413 0.63986014 0.66197183]; 0.625; 0.6666666666666666; 0.8490566037735849; 0.9132352941176471; 0.8697478991596639; 0.9173669467787116; 0.6341463414634146; 0.6190476190476191; 0.62531328320802; 0.6610169491525425; 0.6842105263157895; 0.66750208855472; 0.8436482084690554; 0.8144654088050315; 0.8490566037735849
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.71527778 0.67482517 0.69230769 0.65734266]; 0.5864978902953587; 0.6118143459915611; 0.8165618448637316; 0.8852223816355811; 0.8605299860529986; 0.8884239888423988; 0.6315789473684211; 0.7; 0.585042735042735; 0.6290322580645161; 0.6666666666666666; 0.6124999999999999; 0.8165618448637316; 0.8165618448637316; 0.8165618448637315
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69097222 0.66783217 0.64685315 0.62237762 0.66083916]; 0.6386554621848739; 0.6386554621848739; 0.6928721174004193; 0.7460122699386503; 0.8491620111731844; 0.7108938547486033; 0.6906474820143884; 0.8135593220338984; 0.6401129943502826; 0.6884057971014492; 0.7916666666666666; 0.6373587570621468; 0.7316849816849818; 0.8375262054507338; 0.6928721174004193
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.69444444 0.62587413 0.67482517 0.65034965]; 0.70042194092827; 0.6033755274261603; 0.8349056603773585; 0.8903508771929826; 0.8493723849372385; 0.895397489539749; 0.7279693486590039; 0.7786885245901639; 0.6980399144689949; 0.6690140845070421; 0.8260869565217391; 0.6097647897362795; 0.8353371667537899; 0.8375262054507338; 0.8349056603773585
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.66083916 0.6013986  0.64685315 0.65384615 0.67132867]; 0.5815899581589958; 0.6359832635983264; 0.810272536687631; 0.878892733564014; 0.8881118881118881; 0.8776223776223776; 0.6153846153846154; 0.6557377049180327; 0.5800056045957684; 0.6561264822134387; 0.7094017094017094; 0.6374877399467564; 0.81511746680286; 0.8364779874213837; 0.810272536687631
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59090909 0.74125874 0.65734266 0.64335664 0.70774648]; 0.7041666666666667; 0.6833333333333333; 0.6829140461215933; 0.6970899470899471; 0.7380952380952381; 0.6792717086834734; 0.6872246696035242; 0.6666666666666666; 0.7032520325203251; 0.6607142857142857; 0.6016260162601627; 0.6854283927454659; 0.6917982679572084; 0.7117400419287212; 0.6829140461215935
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70833333 0.70138889 0.65034965 0.68531469 0.65734266]; 0.620253164556962; 0.6244725738396625; 0.809748427672956; 0.8680057388809181; 0.8437935843793585; 0.8716875871687587; 0.6511627906976744; 0.6829268292682927; 0.6177792041078305; 0.6276150627615062; 0.6578947368421053; 0.6256953359007275; 0.8080380750925437; 0.80083857442348; 0.809748427672956
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.65734266 0.63986014 0.65384615 0.75704225]; 0.6791666666666667; 0.6291666666666667; 0.80083857442348; 0.844927536231884; 0.8165266106442577; 0.8501400560224089; 0.6857142857142857; 0.7; 0.6791666666666667; 0.636734693877551; 0.65; 0.6291666666666668; 0.7967914438502673; 0.7809224318658281; 0.80083857442348
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.625      0.6875     0.6875     0.60638298]; 0.6352201257861635; 0.7421383647798742; 0.7839195979899497; 0.8223844282238443; 0.7071129707112971; 0.8472803347280334; 0.6741573033707866; 0.7228915662650602; 0.6311826252377932; 0.7853403141361257; 0.8426966292134831; 0.7284911717495988; 0.7794871794871795; 0.7396593673965937; 0.7854140992827124
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.6875     0.66666667 0.58333333 0.67021277 0.63829787]; 0.6645569620253164; 0.6012658227848101; 0.7424242424242424; 0.7832512315270935; 0.6680672268907563; 0.815126050420168; 0.6015037593984962; 0.5882352941176471; 0.6552287581699348; 0.5531914893617021; 0.5492957746478874; 0.5964869677837138; 0.7; 0.6312997347480106; 0.7373366143619573
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.70833333 0.63541667 0.65625    0.625      0.70212766]; 0.6289308176100629; 0.6037735849056604; 0.7713567839195979; 0.8578199052132702; 0.7573221757322176; 0.8744769874476986; 0.549618320610687; 0.5373134328358209; 0.6164828033744322; 0.588235294117647; 0.5113636363636364; 0.6148367477592829; 0.7422096317280453; 0.6649746192893401; 0.770298254918302
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.75       0.625      0.66666667 0.62765957]; 0.6289308176100629; 0.6415094339622641; 0.657035175879397; 0.6694736842105263; 0.6652719665271967; 0.6715481171548118; 0.6549707602339182; 0.6829268292682927; 0.6271777003484321; 0.6705202312138728; 0.6904761904761905; 0.6385714285714286; 0.6666666666666666; 0.674074074074074; 0.656730131666193
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.60416667 0.61458333 0.69791667 0.65625   ]; 0.625; 0.61875; 0.77875; 0.8721461187214611; 0.7958333333333333; 0.8833333333333333; 0.6808510638297871; 0.7901234567901234; 0.6229098296608845; 0.7081339712918661; 0.8705882352941177; 0.6019607843137256; 0.7880239520958084; 0.8103448275862069; 0.778268860493611
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.69791667 0.70833333 0.66666667 0.70212766 0.53191489]; 0.6329113924050633; 0.569620253164557; 0.7790404040404041; 0.8893905191873588; 0.8277310924369747; 0.8970588235294118; 0.6375; 0.7285714285714285; 0.6426948051948053; 0.6494845360824743; 0.75; 0.5574324324324325; 0.7804265997490591; 0.7933673469387755; 0.7791836734693877
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.66666667 0.60416667 0.53125    0.54255319]; 0.660377358490566; 0.6352201257861635; 0.6771356783919598; 0.6454767726161369; 0.5523012552301255; 0.6966527196652719; 0.5909090909090909; 0.5131578947368421; 0.6541693088142042; 0.5857142857142857; 0.4880952380952381; 0.6440476190476191; 0.6226138032305433; 0.531328320802005; 0.6775029513329924
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.76041667 0.67708333 0.66666667 0.70212766]; 0.6226415094339622; 0.6037735849056604; 0.7763819095477387; 0.8705882352941177; 0.7740585774058577; 0.884937238493724; 0.5774647887323944; 0.5; 0.6266233766233766; 0.6037735849056604; 0.5581395348837209; 0.6078368907295317; 0.7548209366391184; 0.6732186732186732; 0.7787687196427555
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.71875    0.69791667 0.69791667 0.75531915]; 0.710691823899371; 0.559748427672956; 0.7864321608040201; 0.88; 0.8284518828451883; 0.8870292887029289; 0.7012987012987013; 0.6835443037974683; 0.7105221518987342; 0.5454545454545455; 0.5316455696202531; 0.5595727848101266; 0.7757255936675461; 0.7405541561712846; 0.7863171783362688
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.69444444 0.65277778 0.73239437 0.6056338  0.56338028]; 0.634453781512605; 0.6008403361344538; 0.6865546218487395; 0.6689774696707106; 0.5406162464985994; 0.7324929971988795; 0.6200873362445415; 0.5916666666666667; 0.6348163841807909; 0.5922746781115878; 0.6106194690265486; 0.6013097345132743; 0.6410009624639076; 0.5644067796610169; 0.6855367231638418
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.54861111 0.65277778 0.63888889 0.59722222]; 0.6708333333333333; 0.6333333333333333; 0.7808333333333334; 0.846153846153846; 0.7333333333333333; 0.8666666666666667; 0.6609442060085836; 0.6936936936936937; 0.6724282421956841; 0.623931623931624; 0.6347826086956522; 0.6333913043478261; 0.7589367552703942; 0.7064846416382252; 0.7791380862914252
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.61805556 0.59859155 0.61971831 0.63380282 0.66197183]; 0.6497890295358649; 0.6751054852320675; 0.8220910623946037; 0.9230769230769231; 0.8595505617977528; 0.928370786516854; 0.5513513513513514; 0.4322033898305085; 0.6488748041589517; 0.6130653266331658; 0.5304347826086957; 0.6709550962223807; 0.7984718242597898; 0.7096774193548387; 0.8213378721564814
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.67361111 0.64583333 0.70138889 0.64084507 0.68309859]; 0.5840336134453782; 0.6218487394957983; 0.6426174496644296; 0.718192627824019; 0.8435754189944135; 0.6689944134078212; 0.6754098360655738; 0.8306451612903226; 0.5732173174872666; 0.7019867549668874; 0.9137931034482759; 0.6290276992651216; 0.7058011049723757; 0.8545150501672241; 0.6419039897300767
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; 6; svd_reconstruct; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.61971831 0.62676056 0.58450704 0.59859155 0.61428571]; 0.6652542372881356; 0.6440677966101694; 0.8101694915254237; 0.9085457271364318; 0.8559322033898306; 0.9138418079096045; 0.6488888888888888; 0.8021978021978022; 0.6907540735126942; 0.6639999999999999; 0.7217391304347827; 0.64599353215954; 0.8038528896672504; 0.8196428571428571; 0.8106278801843319
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.61111111 0.72222222 0.625      0.65972222]; 0.6416666666666667; 0.5916666666666667; 0.7841666666666667; 0.8914616497829233; 0.8555555555555555; 0.8958333333333334; 0.6838235294117648; 0.7560975609756098; 0.6387325411715655; 0.6259541984732825; 0.7321428571428571; 0.6004464285714286; 0.7885714285714286; 0.8117647058823529; 0.7843947496353914
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.61111111 0.64583333 0.63888889 0.64583333 0.65972222]; 0.5833333333333334; 0.6041666666666666; 0.6425; 0.6020408163265306; 0.49166666666666664; 0.675; 0.4736842105263158; 0.35714285714285715; 0.5952380952380953; 0.5581395348837209; 0.4878048780487805; 0.6071503022722535; 0.5679758308157099; 0.4630541871921182; 0.6452326773524043
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.75       0.68055556 0.76760563 0.70422535 0.66197183]; 0.5546218487394958; 0.6050420168067226; 0.7361344537815127; 0.830860534124629; 0.7843137254901961; 0.8403361344537814; 0.5350877192982456; 0.5258620689655172; 0.5539146410401357; 0.624; 0.6; 0.6055555555555556; 0.7274305555555555; 0.6948590381426202; 0.7366969807408161
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.66901408 0.66901408 0.68309859 0.66197183 0.65      ]; 0.6822033898305084; 0.597457627118644; 0.7838983050847458; 0.8661417322834647; 0.7768361581920904; 0.8799435028248588; 0.6753246753246753; 0.639344262295082; 0.6837072188668393; 0.5539906103286385; 0.5267857142857143; 0.5940380184331798; 0.7636700648748841; 0.7006802721088435; 0.7836171630814489
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.625      0.6875     0.67708333 0.63020833 0.58947368]; 0.6394984326018809; 0.6238244514106583; 0.7023809523809523; 0.7037037037037036; 0.5949895615866388; 0.7494780793319417; 0.6020761245674742; 0.5178571428571429; 0.6463457899716177; 0.5419847328244276; 0.45222929936305734; 0.6211763780765904; 0.6509919177075679; 0.5509950248756219; 0.703527815468114
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.64583333 0.69473684 0.65789474 0.65263158 0.66315789]; 0.6182965299684543; 0.6403785488958991; 0.7843631778058008; 0.8733727810650889; 0.7752100840336135; 0.8876050420168067; 0.5953177257525083; 0.5855263157894737; 0.6170055821371611; 0.6481481481481483; 0.65625; 0.6402269108280254; 0.7670299727520435; 0.7144670050761421; 0.7839252318613794
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.71875    0.65104167 0.73684211 0.72105263 0.72631579]; 0.5849056603773585; 0.6320754716981132; 0.7578616352201258; 0.8468468468468469; 0.7882599580712788; 0.8574423480083856; 0.5975609756097562; 0.6049382716049383; 0.5845204178537512; 0.6332288401253918; 0.6688741721854304; 0.6338382836975057; 0.749185667752443; 0.7278481012658228; 0.7576740506329114
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.6875     0.66315789 0.58421053 0.62105263]; 0.6352201257861635; 0.6257861635220126; 0.6446540880503144; 0.7074468085106383; 0.8364779874213837; 0.6540880503144655; 0.6588235294117646; 0.7671232876712328; 0.6451895508123606; 0.6860158311345647; 0.7878787878787878; 0.6194295900178253; 0.6940985381700054; 0.8134517766497462; 0.6461273845842248
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.70833333 0.63157895 0.64736842 0.69473684]; 0.5849056603773585; 0.6666666666666666; 0.8069182389937107; 0.9247546346782988; 0.8888888888888888; 0.9276729559748427; 0.6047904191616766; 0.6392405063291139; 0.5852452531645569; 0.6863905325443788; 0.703030303030303; 0.66524064171123; 0.8067967275015733; 0.80125; 0.8069541139240506
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.60526316 0.62631579 0.64210526 0.71052632 0.61702128]; 0.6424050632911392; 0.6550632911392406; 0.7670886075949367; 0.8395604395604397; 0.8059071729957806; 0.8459915611814347; 0.6743515850144092; 0.73125; 0.6412660256410256; 0.6929577464788732; 0.7409638554216867; 0.6504819277108433; 0.771712158808933; 0.7775; 0.7669551282051281
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.65625    0.625      0.66145833 0.6875     0.59375   ]; 0.6125; 0.61875; 0.655625; 0.6064516129032258; 0.4895833333333333; 0.6822916666666666; 0.4789915966386554; 0.36774193548387096; 0.6050830889540566; 0.5040650406504065; 0.3974358974358974; 0.6133520950594121; 0.562351072279587; 0.4475347661188369; 0.6533100283004568
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.64210526 0.66315789 0.67368421 0.63157895 0.65425532]; 0.6044303797468354; 0.6550632911392406; 0.7651898734177215; 0.8492849284928493; 0.8143459915611815; 0.8554852320675106; 0.617737003058104; 0.5771428571428572; 0.6077203647416415; 0.6093189964157707; 0.5985915492957746; 0.6498704872915654; 0.7551155115511552; 0.7231352718078382; 0.7652431745604464
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.72395833 0.734375   0.73157895 0.68947368]; 0.5723270440251572; 0.6320754716981132; 0.7462311557788944; 0.8178528347406514; 0.7092050209205021; 0.8420502092050209; 0.6114285714285714; 0.6604938271604939; 0.5706315289648624; 0.6588921282798834; 0.70625; 0.6316060126582279; 0.7345597897503285; 0.69875; 0.7464709595959595
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.60833333 0.69747899 0.67226891 0.6512605 ]; 0.6554621848739496; 0.6722689075630253; 0.7987421383647799; 0.864406779661017; 0.7688442211055276; 0.8793969849246231; 0.6854219948849105; 0.7362637362637363; 0.6538461538461539; 0.6880000000000001; 0.7371428571428571; 0.6735164835164835; 0.7899343544857769; 0.7568134171907757; 0.7987421383647799
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.675      0.66666667 0.70168067 0.71008403 0.65966387]; 0.6386554621848739; 0.6358543417366946; 0.7940251572327044; 0.8738229755178909; 0.7772194304857621; 0.8877721943048577; 0.6578249336870027; 0.7126436781609196; 0.6404748445449406; 0.6524064171122994; 0.6666666666666666; 0.6350574712643677; 0.7832322118036404; 0.7442348008385744; 0.7940251572327044
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.70168067 0.70588235 0.68067227 0.64705882 0.68067227]; 0.6267409470752089; 0.6072423398328691; 0.7641509433962265; 0.8393021120293848; 0.7680672268907563; 0.8529411764705882; 0.6455026455026456; 0.6971428571428572; 0.6284627329192546; 0.639386189258312; 0.6793478260869565; 0.605388198757764; 0.7578040904198062; 0.7379454926624738; 0.7641509433962265
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6625     0.72083333 0.7        0.68907563 0.63445378]; 0.5589887640449438; 0.5730337078651685; 0.6383647798742138; 0.721287490855889; 0.8244147157190636; 0.6814381270903009; 0.6708595387840671; 0.935672514619883; 0.5732416627153469; 0.6960000000000001; 0.9405405405405406; 0.5579895685158843; 0.705631399317406; 0.8668763102725366; 0.6383647798742138
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.66386555 0.66386555 0.63865546 0.65546218 0.64705882]; 0.6685236768802229; 0.649025069637883; 0.7730607966457023; 0.8433333333333334; 0.8504201680672269; 0.8420168067226892; 0.679245283018868; 0.7455621301775148; 0.6727810650887575; 0.6896551724137931; 0.7368421052631579; 0.6435689816256617; 0.7809812847749116; 0.8092243186582809; 0.7730607966457024
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.64583333 0.65546218 0.66386555 0.6092437  0.57563025]; 0.6536312849162011; 0.664804469273743; 0.7966457023060797; 0.8752166377816292; 0.8473154362416108; 0.8791946308724833; 0.6196319018404909; 0.5738636363636364; 0.6523164335664337; 0.6470588235294118; 0.6043956043956044; 0.6658341658341658; 0.7868131868131868; 0.750524109014675; 0.7966457023060797
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65833333 0.68333333 0.69327731 0.64285714 0.67226891]; 0.6274509803921569; 0.6246498599439776; 0.7274633123689728; 0.7405128205128204; 0.6046901172529313; 0.7881072026800671; 0.607669616519174; 0.5919540229885057; 0.6265781043904277; 0.6193181818181819; 0.5956284153005464; 0.6254004145468248; 0.687875150060024; 0.60062893081761; 0.7274633123689728
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; 10; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65546218 0.70168067 0.71428571 0.60504202 0.66806723]; 0.5988857938718662; 0.596100278551532; 0.7405660377358491; 0.8144144144144144; 0.7596638655462185; 0.826890756302521; 0.6345177664974619; 0.6756756756756757; 0.5964585274930102; 0.6005509641873279; 0.6264367816091954; 0.5970021745883815; 0.7348687734333155; 0.7190775681341719; 0.7405660377358491
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65966387 0.63865546 0.66386555 0.64705882 0.71186441]; 0.5944444444444444; 0.6388888888888888; 0.7693920335429769; 0.8571428571428571; 0.8282828282828283; 0.8619528619528619; 0.525974025974026; 0.44751381215469616; 0.5952652859656162; 0.5886075949367088; 0.5195530726256983; 0.6382295749868823; 0.7516930022573364; 0.6981132075471698; 0.7693920335429769
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63286713 0.69230769 0.66083916 0.66083916 0.62237762]; 0.6861924686192469; 0.694560669456067; 0.6629979035639413; 0.674983585029547; 0.7188811188811188; 0.6538461538461539; 0.736842105263158; 0.8823529411764706; 0.6870098039215686; 0.7265917602996256; 0.8083333333333333; 0.6940826330532213; 0.6901204819277109; 0.750524109014675; 0.6629979035639413
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72027972 0.65734266 0.67132867 0.65034965 0.67253521]; 0.6291666666666667; 0.6125; 0.8155136268343816; 0.8659305993690852; 0.7689075630252101; 0.8809523809523809; 0.6615969581749048; 0.7016129032258065; 0.6266685205784205; 0.6234817813765183; 0.6637931034482759; 0.6141546162402669; 0.8020247469066366; 0.7473794549266247; 0.8155136268343817
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.63986014 0.69230769 0.67482517 0.66549296]; 0.625; 0.6083333333333333; 0.8087002096436059; 0.8604471858134156; 0.7815126050420168; 0.8732492997198879; 0.6153846153846154; 0.6050420168067226; 0.6248350579901383; 0.6016949152542372; 0.5867768595041323; 0.6085144801722342; 0.7934352009054896; 0.7348008385744235; 0.8087002096436058
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; 12; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.69097222 0.67361111 0.625      0.63194444 0.63636364]; 0.6553191489361702; 0.625531914893617; 0.649895178197065; 0.6859660163624921; 0.7579972183588317; 0.652990264255911; 0.6639004149377594; 0.625; 0.6582943925233645; 0.5887850467289719; 0.5887850467289719; 0.622517523364486; 0.6731898238747553; 0.7211740041928721; 0.649895178197065
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.67482517 0.66083916 0.62237762 0.66197183]; 0.7041666666666667; 0.6458333333333334; 0.8689727463312369; 0.929745889387145; 0.8711484593837535; 0.9341736694677871; 0.7078189300411523; 0.6615384615384615; 0.7080419580419579; 0.6153846153846153; 0.6181818181818182; 0.6437062937062937; 0.8612652608213096; 0.8134171907756813; 0.8689727463312369
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68181818 0.66433566 0.65034965 0.65384615 0.64084507]; 0.6416666666666667; 0.6125; 0.8134171907756813; 0.8773388773388773; 0.8865546218487395; 0.8760504201680672; 0.6260869565217391; 0.631578947368421; 0.641186299081036; 0.6234817813765182; 0.6111111111111112; 0.6125730994152047; 0.8145833333333333; 0.8197064989517819; 0.8134171907756813
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.67361111 0.6958042  0.66083916 0.68181818]; 0.6033755274261603; 0.5316455696202531; 0.6734800838574424; 0.6769706336939723; 0.6108786610878661; 0.7085076708507672; 0.5765765765765766; 0.5289256198347108; 0.6049800512966657; 0.497737556561086; 0.47413793103448276; 0.5304573952693075; 0.641335636154289; 0.5838574423480084; 0.6734800838574424
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; 12; svd_reconstruct; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.62847222 0.68055556 0.6993007  0.72027972]; 0.5847457627118644; 0.6059322033898306; 0.7594339622641509; 0.8046647230320699; 0.7688022284122563; 0.8133704735376044; 0.5983606557377049; 0.6186440677966102; 0.5847457627118644; 0.6463878326996197; 0.7203389830508474; 0.6059322033898304; 0.7557211282597127; 0.7442348008385744; 0.7594339622641509
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.66319444 0.66319444 0.67013889 0.72377622 0.66433566]; 0.576271186440678; 0.5932203389830508; 0.7573375262054507; 0.7969581749049429; 0.7298050139275766; 0.814066852367688; 0.6; 0.625; 0.5754310344827587; 0.5897435897435898; 0.5948275862068966; 0.5932471264367816; 0.7426347971095052; 0.70020964360587; 0.7573375262054508
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.63541667 0.63829787 0.57446809 0.65957447]; 0.5886075949367089; 0.620253164556962; 0.6810126582278481; 0.6361031518624641; 0.46835443037974683; 0.7320675105485233; 0.5112781954887218; 0.4657534246575342; 0.5799355358581789; 0.5890410958904109; 0.5058823529411764; 0.6296535052377116; 0.5987261146496815; 0.4759493670886076; 0.6810126582278481
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.63541667 0.60416667 0.63829787 0.69148936]; 0.6265822784810127; 0.5569620253164557; 0.6944444444444444; 0.7034120734908137; 0.5630252100840336; 0.7626050420168067; 0.5203252032520326; 0.4155844155844156; 0.6213724547057882; 0.5; 0.3645833333333333; 0.6097110215053764; 0.6242236024844721; 0.48905109489051096; 0.7025307967890875
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.64583333 0.65625    0.67021277 0.67021277 0.58510638]; 0.5632911392405063; 0.620253164556962; 0.7784810126582279; 0.8925233644859812; 0.8059071729957806; 0.9029535864978904; 0.5766871165644172; 0.5875; 0.5629807692307692; 0.6052631578947368; 0.6301369863013698; 0.6209508460918614; 0.7644683714670255; 0.7282051282051282; 0.7778525641025642
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.6875     0.71875    0.72916667 0.69791667 0.70212766]; 0.5471698113207547; 0.44654088050314467; 0.6708542713567839; 0.8060836501901141; 0.8870292887029289; 0.7866108786610878; 0.5764705882352941; 0.620253164556962; 0.547626582278481; 0.4761904761904762; 0.5333333333333333; 0.45119047619047614; 0.6967592592592592; 0.7659033078880407; 0.6720335398000997
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.59375    0.6875     0.625      0.63541667]; 0.55625; 0.5875; 0.80625; 0.9629629629629629; 0.975; 0.9625; 0.5534591194968554; 0.6111111111111112; 0.5612373737373737; 0.5769230769230771; 0.6428571428571429; 0.5936507936507937; 0.8064918851435706; 0.8455497382198953; 0.8079423332247803
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.64583333 0.54255319 0.65957447 0.71276596]; 0.569620253164557; 0.5759493670886076; 0.7810126582278482; 0.9173913043478261; 0.890295358649789; 0.919831223628692; 0.5466666666666666; 0.5125; 0.5703525641025641; 0.5620915032679739; 0.5375; 0.5764423076923078; 0.7732634338138925; 0.743073047858942; 0.7812057351253998
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.60416667 0.69791667 0.63541667 0.54255319 0.60638298]; 0.6329113924050633; 0.620253164556962; 0.6578282828282829; 0.5321100917431192; 0.36554621848739494; 0.6785714285714286; 0.5671641791044775; 0.5135135135135135; 0.6258043758043759; 0.5081967213114754; 0.40789473684210525; 0.6124839537869063; 0.5351629502572899; 0.4020618556701031; 0.6527636011023782
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; 4; svd_reconstruct; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.64893617 0.59574468 0.72340426 0.59574468 0.57446809]; 0.6346153846153846; 0.6410256410256411; 0.6636828644501279; 0.53125; 0.3617021276595745; 0.6808510638297872; 0.5648854961832062; 0.49333333333333335; 0.6293827160493828; 0.6455696202531644; 0.6071428571428571; 0.6438492063492063; 0.5681444991789819; 0.43908629441624364; 0.6654194358679156
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.63541667 0.66666667 0.70833333 0.66666667]; 0.55; 0.55625; 0.755; 0.8781609195402298; 0.7958333333333333; 0.8895833333333334; 0.5324675324675325; 0.5061728395061729; 0.5505547741834662; 0.5477707006369427; 0.5657894736842105; 0.5567042606516291; 0.7372654155495978; 0.6926952141057935; 0.7545361926608373
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; 6; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.59859155 0.6056338  0.62676056 0.66901408 0.59859155]; 0.6186440677966102; 0.6186440677966102; 0.6810490693739425; 0.6261859582542695; 0.4647887323943662; 0.7225352112676057; 0.4705882352941176; 0.37383177570093457; 0.597768601028762; 0.48863636363636365; 0.3644067796610169; 0.6186440677966102; 0.56815578465063; 0.42758620689655175; 0.6764176881658838
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.72222222 0.625      0.61805556 0.68309859 0.59859155]; 0.6050420168067226; 0.5588235294117647; 0.697986577181208; 0.7160493827160493; 0.5670391061452514; 0.7751396648044693; 0.4597701149425288; 0.36363636363636365; 0.5880681818181819; 0.4502617801047121; 0.3333333333333333; 0.5795107033639143; 0.6137339055793992; 0.47906197654941374; 0.6983545176864715
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.70138889 0.67605634 0.61267606 0.64084507]; 0.6260504201680672; 0.6764705882352942; 0.7815126050420168; 0.8517350157728706; 0.7563025210084033; 0.8683473389355741; 0.5781990521327014; 0.5083333333333333; 0.62704802259887; 0.6515837104072398; 0.6371681415929203; 0.6745840707964601; 0.7560975609756098; 0.6830508474576271; 0.7806920903954802
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.64583333 0.64583333 0.66666667]; 0.5666666666666667; 0.625; 0.6475; 0.6901217861975644; 0.7083333333333334; 0.6819444444444446; 0.6148148148148148; 0.680327868852459; 0.5647402056126702; 0.6370967741935483; 0.6638655462184874; 0.6253212028613098; 0.6634844868735084; 0.6938435940099834; 0.6474226317295326
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; 6; svd_reconstruct; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.67605634 0.64084507 0.5915493  0.63380282 0.65714286]; 0.5677966101694916; 0.559322033898305; 0.7686440677966102; 0.9035971223021583; 0.8870056497175142; 0.9053672316384181; 0.5405405405405405; 0.5217391304347826; 0.5666546891843334; 0.584; 0.6083333333333333; 0.5584770114942529; 0.7660668380462724; 0.7589134125636672; 0.7686276030669436
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.59722222 0.59027778 0.54861111 0.65277778 0.68055556]; 0.5708333333333333; 0.55; 0.7266666666666667; 0.8330955777460771; 0.8111111111111111; 0.8375; 0.5296803652968036; 0.47540983606557374; 0.5724506807446512; 0.47572815533980584; 0.4298245614035088; 0.5442773600668338; 0.7087033747779751; 0.6694630872483222; 0.7262878350148896
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.54929577 0.63380282 0.61267606 0.66197183 0.64285714]; 0.5720338983050848; 0.5932203389830508; 0.6093220338983051; 0.49425287356321834; 0.3644067796610169; 0.6271186440677965; 0.3221476510067114; 0.22429906542056074; 0.5423820908498153; 0.4782608695652174; 0.36065573770491804; 0.6013805004314063; 0.46081871345029235; 0.3379073756432247; 0.6061396174698536
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63194444 0.63888889 0.63194444 0.6875     0.65492958]; 0.5732217573221757; 0.606694560669456; 0.6739130434782609; 0.6433823529411764; 0.48746518105849584; 0.7298050139275766; 0.4631578947368421; 0.3728813559322034; 0.5707381986272587; 0.5727272727272728; 0.4846153846153846; 0.618454481298518; 0.5911949685534591; 0.4645799011532125; 0.6771116823253329
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.66666667 0.66666667 0.64583333 0.57638889]; 0.55; 0.5958333333333333; 0.7658333333333334; 0.8848484848484849; 0.8111111111111111; 0.8944444444444444; 0.546218487394958; 0.5327868852459017; 0.5502917477076966; 0.5650224215246635; 0.5384615384615384; 0.5944340212632895; 0.7493309545049063; 0.7011686143572621; 0.7657257381270504
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.58333333 0.57291667 0.61458333 0.59895833 0.60526316]; 0.6081504702194357; 0.6144200626959248; 0.6309523809523809; 0.5217391304347826; 0.3883089770354906; 0.6440501043841336; 0.47698744769874474; 0.3475609756097561; 0.6157159716758458; 0.48535564853556484; 0.36477987421383645; 0.6136399371069182; 0.5054575986565911; 0.37531172069825436; 0.6322402432206636
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.56315789 0.60526316 0.65263158 0.66842105 0.59574468]; 0.5727848101265823; 0.5379746835443038; 0.6537974683544304; 0.6356164383561643; 0.48945147679324896; 0.7194092827004219; 0.46640316205533594; 0.3782051282051282; 0.5703525641025641; 0.4469696969696969; 0.34705882352941175; 0.5536663980660758; 0.5613472333600641; 0.4375; 0.6565705128205128
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.74736842 0.65263158 0.68421053 0.72631579]; 0.5886075949367089; 0.5537974683544303; 0.7439949431099874; 0.8408551068883611; 0.7452631578947368; 0.8589473684210526; 0.5962732919254659; 0.5962732919254659; 0.5884592266078942; 0.5816023738872403; 0.6577181208053692; 0.5593979825583733; 0.7301798800799467; 0.6980891719745222; 0.7436493538668094
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; 8; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.61458333 0.63157895 0.66315789 0.66842105 0.63157895]; 0.5867507886435331; 0.6151419558359621; 0.6557377049180327; 0.6906019007391764; 0.6869747899159664; 0.6922268907563024; 0.599388379204893; 0.6012269938650306; 0.586327782646801; 0.6234567901234569; 0.6392405063291139; 0.6152177374412864; 0.658322903629537; 0.6599749058971142; 0.6557162235442477
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.58333333 0.6        0.58947368 0.62105263]; 0.610062893081761; 0.5880503144654088; 0.8031446540880504; 0.9394572025052192; 0.9433962264150944; 0.9392033542976939; 0.6196319018404908; 0.6011904761904762; 0.6105952380952381; 0.5841269841269842; 0.6301369863013698; 0.5912312838483593; 0.8042526579111945; 0.8128950695322377; 0.8031934671816382
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63157895 0.66315789 0.61578947 0.56315789 0.61578947]; 0.6075949367088608; 0.5569620253164557; 0.7692793931731985; 0.8953367875647669; 0.9094736842105263; 0.8936842105263157; 0.6149068322981366; 0.6305732484076433; 0.6077394543925009; 0.5483870967741935; 0.5666666666666667; 0.557429718875502; 0.7714464621164684; 0.7877237851662404; 0.7694868925831202
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.625      0.64583333 0.57368421 0.61052632 0.63684211]; 0.550314465408805; 0.5974842767295597; 0.6352201257861635; 0.5690376569037657; 0.4276729559748428; 0.6761006289308176; 0.411522633744856; 0.2857142857142857; 0.5799200799200799; 0.42857142857142855; 0.3037974683544304; 0.5956487341772152; 0.5101351351351352; 0.3728395061728395; 0.6402659069325736
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.58333333 0.57291667 0.66842105 0.60526316 0.63157895]; 0.5911949685534591; 0.610062893081761; 0.6886792452830188; 0.6638772663877266; 0.4989517819706499; 0.7473794549266247; 0.4841269841269841; 0.3836477987421384; 0.5911949685534592; 0.5571428571428572; 0.49056603773584906; 0.610062893081761; 0.6036829463570857; 0.4742138364779874; 0.6886792452830189
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69270833 0.72395833 0.65625    0.68947368 0.66842105]; 0.5849056603773585; 0.5723270440251572; 0.7556532663316583; 0.8568047337278106; 0.7573221757322176; 0.8734309623430961; 0.6047904191616766; 0.6121212121212121; 0.5838383838383838; 0.575; 0.5575757575757576; 0.5729055258467023; 0.7404936624416277; 0.6868811881188119; 0.756705900181855
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.60833333 0.59583333 0.60504202 0.61764706 0.61344538]; 0.5742296918767507; 0.6050420168067226; 0.6210691823899371; 0.4781553398058253; 0.32998324958123953; 0.6398659966499163; 0.48299319727891155; 0.3736842105263158; 0.588039710053577; 0.45559845559845563; 0.3532934131736527; 0.5898046013236685; 0.4749455337690632; 0.34276729559748426; 0.6210691823899371
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; 10; svd_reconstruct; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.60833333 0.62083333 0.63333333 0.675      0.6092437 ]; 0.6; 0.6028169014084507; 0.7075471698113207; 0.7114375655823714; 0.5659432387312187; 0.7704507512520868; 0.5; 0.4034090909090909; 0.5983525901472828; 0.49822064056939497; 0.39106145251396646; 0.6046216353478923; 0.6324110671936759; 0.5031446540880503; 0.7075471698113207
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.69583333 0.62605042 0.63865546 0.69327731]; 0.5966386554621849; 0.5714285714285714; 0.7751572327044025; 0.8795620437956204; 0.8073701842546064; 0.8894472361809046; 0.5443037974683544; 0.49710982658959535; 0.5936636089469717; 0.5432835820895522; 0.4945652173913043; 0.5738722040713746; 0.7544361763022324; 0.6907756813417191; 0.7751572327044025
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6302521  0.6092437  0.62605042 0.6092437  0.62605042]; 0.5738161559888579; 0.6155988857938719; 0.6247379454926625; 0.6376811594202899; 0.6285714285714286; 0.6428571428571428; 0.6416861826697893; 0.7740112994350282; 0.5765660892779536; 0.6682692307692306; 0.7637362637362637; 0.6135065499472279; 0.6448412698412698; 0.6813417190775681; 0.6247379454926625
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65833333 0.6625     0.68907563 0.69747899 0.63865546]; 0.5350140056022409; 0.5378151260504201; 0.7237945492662474; 0.8321917808219177; 0.8140703517587939; 0.8358458961474037; 0.5951219512195123; 0.6740331491712708; 0.5330393018583627; 0.5714285714285714; 0.625; 0.5390193370165746; 0.7315333672949568; 0.7526205450733753; 0.7237945492662473
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.57083333 0.59243697 0.61764706 0.62605042 0.58403361]; 0.5782122905027933; 0.5726256983240223; 0.7520964360587002; 0.857142857142857; 0.8506711409395973; 0.8582214765100671; 0.5863013698630136; 0.5879120879120879; 0.5780469530469531; 0.5590778097982709; 0.5511363636363636; 0.5722714785214785; 0.7503957783641161; 0.7452830188679245; 0.7520964360587002
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.64166667 0.62605042 0.67226891 0.65966387 0.57563025]; 0.5279329608938548; 0.5726256983240223; 0.6357442348008385; 0.5766174801362088; 0.4261744966442953; 0.6870805369127516; 0.35249042145593873; 0.24731182795698925; 0.5393535883970992; 0.38554216867469876; 0.27906976744186046; 0.5615778944736185; 0.5003594536304816; 0.36477987421383645; 0.6357442348008385
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6        0.64166667 0.67226891 0.60504202 0.63865546]; 0.5546218487394958; 0.6050420168067226; 0.6855345911949685; 0.668141592920354; 0.5058626465661642; 0.7487437185929648; 0.4498269896193772; 0.3869047619047619; 0.5453042328042328; 0.5579937304075234; 0.4708994708994709; 0.6134259259259258; 0.6031746031746033; 0.4779874213836478; 0.6855345911949685
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.60833333 0.63333333 0.64285714 0.69327731 0.6302521 ]; 0.5854341736694678; 0.5994397759103641; 0.759958071278826; 0.8434864104967198; 0.7537688442211056; 0.8601340033500837; 0.6021505376344085; 0.5833333333333334; 0.5856060606060607; 0.5902578796561606; 0.6242424242424243; 0.6011837121212121; 0.743847874720358; 0.6970649895178197; 0.7599580712788261
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65384615 0.63286713 0.61888112 0.63986014 0.5915493 ]; 0.4791666666666667; 0.5375; 0.6268343815513627; 0.5625; 0.42857142857142855; 0.6666666666666667; 0.3243243243243243; 0.23076923076923078; 0.5017482517482518; 0.33532934131736525; 0.2545454545454545; 0.5157342657342657; 0.5055555555555554; 0.38155136268343814; 0.6268343815513626
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6013986  0.63986014 0.65734266 0.60839161 0.62676056]; 0.5458333333333333; 0.625; 0.7038784067085954; 0.6684782608695652; 0.5168067226890757; 0.7436974789915967; 0.5022831050228311; 0.4583333333333333; 0.5458333333333333; 0.5754716981132074; 0.5083333333333333; 0.6250000000000001; 0.6319218241042346; 0.5083857442348009; 0.7038784067085955
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.64236111 0.66319444 0.64335664 0.62587413]; 0.5889830508474576; 0.5720338983050848; 0.799266247379455; 0.8562548562548563; 0.7674094707520891; 0.8711699164345404; 0.5610859728506787; 0.5585585585585585; 0.5872792792792793; 0.5702127659574469; 0.536; 0.5743063063063063; 0.7802639127940332; 0.7127882599580713; 0.799266247379455
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.66783217 0.62237762 0.63636364 0.61971831]; 0.55; 0.625; 0.640461215932914; 0.6666666666666666; 0.6834733893557423; 0.6582633053221287; 0.6170212765957447; 0.7699115044247787; 0.5621211065430981; 0.7019867549668874; 0.8346456692913385; 0.612013100132395; 0.6650390625; 0.7138364779874213; 0.640461215932914
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58741259 0.59090909 0.57342657 0.64685315 0.59859155]; 0.7166666666666667; 0.575; 0.8411949685534591; 0.909952606635071; 0.9411764705882353; 0.9068627450980392; 0.7166666666666666; 0.7049180327868853; 0.7168657960544597; 0.5677966101694916; 0.5677966101694916; 0.5748819116421228; 0.8448540706605222; 0.8647798742138365; 0.8411949685534591
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62587413 0.57692308 0.62237762 0.59090909 0.61888112]; 0.602510460251046; 0.5439330543933054; 0.7924528301886793; 0.8679504814305365; 0.8825174825174825; 0.8657342657342658; 0.6415094339622641; 0.6967213114754098; 0.600497407874457; 0.5622489959839357; 0.5982905982905983; 0.5450469384895614; 0.798780487804878; 0.8238993710691824; 0.7924528301886794
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.60763889 0.62237762 0.65384615 0.62587413 0.5979021 ]; 0.5210084033613446; 0.542016806722689; 0.6834381551362684; 0.6449207828518173; 0.48324022346368717; 0.7339385474860336; 0.3804347826086957; 0.28; 0.5338053097345133; 0.32298136645962733; 0.23008849557522124; 0.5270442477876107; 0.5740479548660085; 0.42662473794549266; 0.6834381551362684
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.57342657 0.60839161 0.6048951  0.61267606]; 0.5666666666666667; 0.5833333333333334; 0.689203354297694; 0.6602620087336244; 0.5294117647058824; 0.7275910364145658; 0.4468085106382979; 0.358974358974359; 0.5616010006253909; 0.5192307692307692; 0.43902439024390244; 0.5870335626433187; 0.6151849448410123; 0.4968553459119497; 0.689203354297694
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61458333 0.58680556 0.55944056 0.6048951  0.61888112]; 0.6455696202531646; 0.5864978902953587; 0.80083857442348; 0.8450704225352113; 0.7531380753138075; 0.8619246861924685; 0.5483870967741936; 0.45132743362831856; 0.6369540393948043; 0.5333333333333333; 0.45161290322580644; 0.5930630887810449; 0.7729988052568698; 0.6781970649895178; 0.8008385744234802
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.54166667 0.48958333 0.48958333 0.53125    0.55208333]; 0.53125; 0.49375; 0.5225; 0.6103448275862069; 0.7375; 0.5291666666666667; 0.6305418719211823; 0.8205128205128205; 0.5383051907442151; 0.6301369863013698; 0.8023255813953488; 0.46873035826524195; 0.6187624750499001; 0.7673267326732673; 0.52002700270027
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.75       0.75       0.77083333 0.75      ]; 0.475; 0.5625; 0.8075; 1.0; 1.0; 1.0; 0.5280898876404494; 0.6025641025641025; 0.4781113195747342; 0.6534653465346535; 0.7857142857142857; 0.5507518796992481; 0.8209302325581396; 0.8781094527363185; 0.8071451786294658
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.77083333 0.77083333 0.71875    0.77083333]; 0.60625; 0.53125; 0.8225; 0.991701244813278; 0.9958333333333333; 0.9916666666666667; 0.6557377049180327; 0.6818181818181818; 0.5978535353535352; 0.6031746031746033; 0.6404494382022472; 0.5174078176926729; 0.8337236533957846; 0.8537170263788969; 0.8211143878630777
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.82291667 0.79166667 0.75531915 0.86170213]; 0.5126582278481012; 0.4810126582278481; 0.7929292929292929; 0.9894291754756871; 0.9831932773109243; 0.9894957983193278; 0.6350710900473934; 0.8701298701298701; 0.5214846881513548; 0.6132075471698114; 0.7558139534883721; 0.4542958656330749; 0.8169642857142856; 0.912718204488778; 0.7913974654157445
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.89583333 0.88541667 0.86170213 0.82978723 0.89361702]; 0.5126582278481012; 0.5063291139240507; 0.8037974683544303; 1.0; 1.0; 1.0; 0.5032258064516129; 0.527027027027027; 0.5135135135135135; 0.45833333333333337; 0.42857142857142855; 0.5044091710758378; 0.7994825355756792; 0.7963917525773195; 0.8036685131045801
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.76041667 0.75       0.8125     0.72916667]; 0.51875; 0.54375; 0.8125; 1.0; 1.0; 1.0; 0.5549132947976878; 0.5393258426966292; 0.5161417945877512; 0.6054054054054054; 0.691358024691358; 0.5418815439912485; 0.8210023866348448; 0.8390243902439024; 0.8118198874296435
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.69791667 0.75       0.75531915 0.71276596]; 0.5126582278481012; 0.5506329113924051; 0.6893939393939394; 0.8115384615384617; 0.8865546218487395; 0.7941176470588234; 0.5389221556886227; 0.4891304347826087; 0.517292490118577; 0.5419354838709677; 0.5; 0.5540540540540541; 0.7078384798099763; 0.7198067632850241; 0.6879457096848401
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.69791667 0.78125    0.8125     0.69791667]; 0.59375; 0.4375; 0.79625; 0.9831223628691983; 0.9708333333333333; 0.9833333333333333; 0.6242774566473988; 0.6352941176470588; 0.5909803921568627; 0.4705882352941177; 0.4819277108433735; 0.43576905022688156; 0.8004895960832313; 0.8014705882352942; 0.7961434573829532
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66666667 0.76041667 0.64583333 0.66666667 0.75531915]; 0.5157232704402516; 0.5157232704402516; 0.7902010050251256; 0.9727463312368972; 0.9707112970711297; 0.9728033472803347; 0.5217391304347826; 0.4827586206896552; 0.5191570881226054; 0.46153846153846156; 0.515625; 0.5157072368421053; 0.7861715749039693; 0.7871794871794872; 0.7901414677276746
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.47222222 0.48611111 0.46527778 0.54225352 0.42253521]; 0.49159663865546216; 0.5336134453781513; 0.5092281879194631; 0.6280295047418335; 0.8324022346368715; 0.5069832402234636; 0.5953177257525084; 0.689922480620155; 0.4734016072825546; 0.5992779783393501; 0.7545454545454545; 0.5491477272727272; 0.6163934426229508; 0.7872696817420436; 0.5087608912911898
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.76388889 0.74305556 0.73239437 0.65492958 0.68309859]; 0.5168067226890757; 0.5252100840336135; 0.8084033613445378; 1.0; 1.0; 1.0; 0.5381526104417671; 0.5726495726495726; 0.5177297450024723; 0.5387755102040817; 0.5454545454545454; 0.5248640248640248; 0.8112582781456953; 0.8235294117647058; 0.8084033613445378
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.73611111 0.73611111 0.78472222 0.76388889 0.80555556]; 0.5458333333333333; 0.49166666666666664; 0.8025; 0.9916201117318436; 0.9861111111111112; 0.9916666666666667; 0.5977859778597786; 0.648; 0.5413913043478261; 0.5378787878787878; 0.5966386554621849; 0.49253420376415036; 0.8105515587529977; 0.8394039735099338; 0.8022523223254368
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.875      0.83333333 0.83333333 0.83333333 0.85211268]; 0.5188284518828452; 0.5355648535564853; 0.8110367892976589; 1.0; 1.0; 1.0; 0.5936395759717314; 0.7433628318584071; 0.5304115746593623; 0.623728813559322; 0.7479674796747967; 0.5291561536305018; 0.8256172839506173; 0.8991596638655462; 0.8114766705351026
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.85211268 0.79577465 0.86619718 0.78873239 0.85915493]; 0.4788135593220339; 0.5211864406779662; 0.8003384094754653; 1.0; 1.0; 1.0; 0.525096525096525; 0.6355140186915887; 0.49217561399695714; 0.6062717770034843; 0.6904761904761905; 0.5088744588744588; 0.8121019108280254; 0.8673469387755102; 0.8006768363911221
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75       0.8125     0.73611111 0.82638889 0.83098592]; 0.5523012552301255; 0.5774058577405857; 0.8235785953177257; 0.9958041958041958; 0.9916434540389972; 0.9958217270194987; 0.5836575875486382; 0.6; 0.55; 0.6070038910505837; 0.6190476190476191; 0.5750105351875263; 0.8283157038242474; 0.8344262295081967; 0.8233564594639959
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; 6; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.75352113 0.75352113 0.71126761 0.72535211 0.75      ]; 0.5254237288135594; 0.5254237288135594; 0.711864406779661; 0.838888888888889; 0.8531073446327684; 0.8361581920903955; 0.6363636363636362; 0.8376068376068376; 0.5280471162824104; 0.6363636363636364; 0.7716535433070866; 0.5050928266994148; 0.7455089820359281; 0.8327759197324415; 0.7102023928559115
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.68055556 0.72916667 0.8125     0.75       0.81944444]; 0.49583333333333335; 0.4041666666666667; 0.7733333333333333; 0.9888579387186631; 0.9861111111111112; 0.988888888888889; 0.5363984674329502; 0.5737704918032787; 0.49451236454570713; 0.42570281124497994; 0.4380165289256198; 0.4038822140426419; 0.7785016286644952; 0.7927031509121062; 0.7732359975666059
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64084507 0.77464789 0.71830986 0.65492958 0.64788732]; 0.5635593220338984; 0.5211864406779662; 0.8062605752961083; 0.9816124469589816; 0.9774647887323944; 0.9816901408450706; 0.6360424028268551; 0.743801652892562; 0.5588573481854113; 0.5735849056603773; 0.6386554621848739; 0.5201824319471378; 0.8175298804780875; 0.8621848739495799; 0.8058794897856928
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.56770833 0.515625   0.546875   0.515625   0.52105263]; 0.5015673981191222; 0.5736677115987461; 0.575187969924812; 0.629951690821256; 0.6805845511482255; 0.6002087682672235; 0.5691056910569106; 0.6907894736842105; 0.5100653955247401; 0.6458333333333334; 0.8104575163398693; 0.5829396015434286; 0.6208053691275168; 0.7079081632653061; 0.5774762491203378
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.72105263 0.66842105 0.73684211 0.69473684 0.68085106]; 0.5158227848101266; 0.5474683544303798; 0.8126582278481013; 1.0; 1.0; 1.0; 0.4631578947368421; 0.4258064516129032; 0.5141454618312963; 0.5311475409836065; 0.5126582278481012; 0.5474683544303798; 0.8075422626788036; 0.7890724269377383; 0.8125690003541152
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.765625   0.74736842 0.73157895 0.73684211]; 0.5283018867924528; 0.5220125786163522; 0.8037735849056604; 0.9894736842105263; 0.9853249475890985; 0.989517819706499; 0.5901639344262295; 0.72; 0.5385714285714285; 0.5978835978835979; 0.7290322580645161; 0.5270928161488225; 0.8158205430932705; 0.8836317135549873; 0.8050584310349194
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.76041667 0.77604167 0.76315789 0.78421053 0.81578947]; 0.6226415094339622; 0.5534591194968553; 0.8188679245283019; 0.9721627408993576; 0.9517819706498952; 0.9727463312368972; 0.6666666666666666; 0.7453416149068323; 0.621078450765518; 0.5773809523809524; 0.6339869281045751; 0.556387403446227; 0.823312883435583; 0.8482932996207333; 0.8190152355425319
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.79166667 0.77604167 0.77894737 0.79473684]; 0.5251572327044025; 0.550314465408805; 0.8146984924623115; 0.9989528795811519; 0.997907949790795; 0.9989539748953975; 0.5907859078590787; 0.6606060606060606; 0.519845513963161; 0.5855072463768116; 0.6392405063291139; 0.550870253164557; 0.823247453565009; 0.8576779026217228; 0.8144268147748313
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.765625   0.80208333 0.81770833 0.765625   0.796875  ]; 0.503125; 0.53125; 0.806875; 1.0; 1.0; 1.0; 0.5691056910569106; 0.6818181818181818; 0.5095837897042715; 0.6192893401015229; 0.7439024390243902; 0.525797373358349; 0.8206616366802089; 0.8859649122807017; 0.807072231701448
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.70833333 0.75789474 0.80526316 0.73684211 0.77894737]; 0.5331230283911672; 0.49842271293375395; 0.699873896595208; 0.7995255041518387; 0.707983193277311; 0.8224789915966387; 0.5460122699386503; 0.5527950310559007; 0.5328077719382067; 0.4820846905537459; 0.5211267605633803; 0.5005633802816901; 0.6775067750677507; 0.6418485237483954; 0.6988672606350403
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.71875    0.74479167 0.73157895 0.75263158 0.78421053]; 0.5408805031446541; 0.48427672955974843; 0.7937106918238994; 0.9810126582278481; 0.9748427672955975; 0.9811320754716981; 0.5966850828729281; 0.7152317880794702; 0.549232660506801; 0.5367231638418078; 0.6333333333333333; 0.49226190476190473; 0.8028846153846154; 0.8586118251928021; 0.7950694593944306
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68947368 0.73684211 0.69473684 0.71052632 0.75789474]; 0.5189873417721519; 0.5221518987341772; 0.7914032869785083; 0.9709364908503767; 0.9494736842105264; 0.9715789473684211; 0.6102564102564103; 0.7391304347826086; 0.514726507713885; 0.5994694960212202; 0.7290322580645161; 0.5260068122620717; 0.8054245283018868; 0.8634639696586599; 0.7914032869785083
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51260504 0.53781513 0.55882353 0.46638655 0.53813559]; 0.5888888888888889; 0.5; 0.5655136268343816; 0.6172650878533231; 0.6801346801346801; 0.5782828282828283; 0.5865921787709498; 0.5965909090909091; 0.589056324110672; 0.5408163265306122; 0.5760869565217391; 0.49827075098814233; 0.5973773676542011; 0.6446540880503144; 0.5655136268343816
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69583333 0.7        0.74789916 0.71848739 0.7605042 ]; 0.5182072829131653; 0.5154061624649859; 0.8186582809224319; 0.9991617770326907; 0.998324958123953; 0.9991624790619765; 0.6; 0.7010869565217391; 0.5123931892435285; 0.5890736342042756; 0.7167630057803468; 0.521424981151043; 0.8307240704500979; 0.889937106918239; 0.8186582809224319
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.69166667 0.70168067 0.71428571 0.68067227]; 0.5630252100840336; 0.5210084033613446; 0.8233752620545073; 0.9916387959866221; 0.9932998324958124; 0.9916247906197655; 0.597938144329897; 0.6105263157894737; 0.5597541758588087; 0.5236768802228412; 0.562874251497006; 0.5235423889063977; 0.8265568708183221; 0.8417190775681341; 0.8233752620545073
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; 10; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8125     0.80833333 0.80416667 0.825      0.79411765]; 0.5183098591549296; 0.5690140845070423; 0.8207547169811321; 0.9847715736040609; 0.9716193656093489; 0.984974958263773; 0.5289256198347108; 0.5614035087719298; 0.5198321891685737; 0.5963060686015832; 0.6141304347826086; 0.5672991355199593; 0.8222453222453222; 0.8291404612159329; 0.820754716981132
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8        0.825      0.81092437 0.81932773 0.82773109]; 0.5686274509803921; 0.5070028011204482; 0.8254716981132075; 0.997485331098072; 0.9966499162479062; 0.9974874371859296; 0.6051282051282051; 0.644808743169399; 0.5666572451479179; 0.5440414507772021; 0.603448275862069; 0.5093744111550782; 0.8308786185881157; 0.8574423480083857; 0.8254716981132075
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.79411765 0.76890756 0.76470588 0.75630252 0.78991597]; 0.5431754874651811; 0.4986072423398329; 0.8181341719077568; 0.9974726200505476; 0.9949579831932773; 0.9974789915966387; 0.5591397849462365; 0.5621621621621622; 0.5425753339546443; 0.5108695652173914; 0.5402298850574713; 0.49984467225846535; 0.8199273482096523; 0.8280922431865828; 0.8181341719077567
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.72916667 0.70833333 0.71008403 0.68067227 0.72268908]; 0.5182072829131653; 0.5098039215686274; 0.6734800838574424; 0.7730263157894737; 0.7872696817420436; 0.7688442211055276; 0.6090909090909091; 0.73224043715847; 0.512671942717166; 0.6085011185682327; 0.7816091954022989; 0.516487657810439; 0.7037565382786496; 0.7756813417190775; 0.6734800838574424
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.7394958  0.68907563 0.7605042  0.72268908 0.68644068]; 0.5222222222222223; 0.5416666666666666; 0.8076519916142557; 0.9745762711864406; 0.968013468013468; 0.9747474747474747; 0.5248618784530387; 0.5277777777777778; 0.5222222222222221; 0.555256064690027; 0.5722222222222222; 0.5416666666666666; 0.8081547307893361; 0.810272536687631; 0.8076519916142558
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.71666667 0.69166667 0.73333333 0.69747899 0.72268908]; 0.547752808988764; 0.47752808988764045; 0.8029350104821803; 0.9754445385266722; 0.9632107023411371; 0.9757525083612041; 0.572944297082228; 0.574468085106383; 0.5461626139817629; 0.5; 0.5535714285714286; 0.48157294832826747; 0.8051813471502591; 0.8144654088050315; 0.8029350104821803
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.46180556 0.58680556 0.53496503 0.53146853 0.4965035 ]; 0.5232067510548524; 0.5654008438818565; 0.5807127882599581; 0.6246786632390745; 0.6778242677824268; 0.592747559274756; 0.5498007968127488; 0.575; 0.522542735042735; 0.5896414342629482; 0.6324786324786325; 0.5662393162393162; 0.6112730806608357; 0.6593291404612159; 0.5807127882599581
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.74825175 0.73426573 0.76223776 0.74295775]; 0.5125; 0.5458333333333333; 0.8810272536687631; 0.9992992291520673; 0.9985994397759104; 0.9992997198879552; 0.5979381443298969; 0.6796875; 0.5005580357142857; 0.5947955390334572; 0.7142857142857143; 0.5563616071428572; 0.8857574232511324; 0.9224318658280922; 0.8810272536687632
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65384615 0.72727273 0.6958042  0.73426573 0.68531469]; 0.5104602510460251; 0.5481171548117155; 0.8721174004192872; 0.9867411025819958; 0.9888111888111888; 0.9867132867132868; 0.5584905660377358; 0.6065573770491803; 0.5084068936527952; 0.5813953488372093; 0.6410256410256411; 0.550021017234132; 0.8752556237218814; 0.8972746331236897; 0.8721174004192872
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.77622378 0.81818182 0.80769231 0.77272727 0.78521127]; 0.5041666666666667; 0.5458333333333333; 0.8658280922431866; 0.9800853485064012; 0.9649859943977591; 0.9803921568627452; 0.5182186234817814; 0.5517241379310345; 0.5057007786429366; 0.5622489959839359; 0.5645161290322581; 0.5451890989988877; 0.8654048370136699; 0.8626834381551363; 0.8658280922431866
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.79370629 0.7972028  0.77972028 0.78321678 0.78873239]; 0.55; 0.49583333333333335; 0.8784067085953878; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5909090909090909; 0.6610169491525424; 0.5518199499861073; 0.5754385964912281; 0.6721311475409836; 0.49284523478744097; 0.8824721377912866; 0.9129979035639413; 0.8784067085953877
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76923077 0.77272727 0.80769231 0.82167832 0.77112676]; 0.49583333333333335; 0.5416666666666666; 0.8768343815513627; 0.9971910112359551; 0.9943977591036415; 0.9971988795518207; 0.5179282868525897; 0.5508474576271186; 0.4967352042233954; 0.5769230769230769; 0.6147540983606558; 0.540427896637955; 0.8785529715762274; 0.8909853249475891; 0.8768343815513626
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.71180556 0.68531469 0.65034965 0.66783217 0.67132867]; 0.5546218487394958; 0.5504201680672269; 0.7028301886792453; 0.7611336032388664; 0.7877094972067039; 0.7527932960893854; 0.4952380952380952; 0.4444444444444444; 0.5528007346189164; 0.49289099526066343; 0.4297520661157025; 0.5524828706646888; 0.7020493956910142; 0.70020964360587; 0.7028301886792453
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76223776 0.76573427 0.6993007  0.77972028 0.72183099]; 0.525; 0.5; 0.8679245283018868; 0.9872881355932203; 0.9789915966386554; 0.9873949579831933; 0.625; 0.7661290322580645; 0.5166852057842046; 0.5862068965517242; 0.7327586206896551; 0.5075083426028921; 0.8746268656716418; 0.9213836477987422; 0.8679245283018868
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.73426573 0.71328671 0.72377622 0.73426573 0.73239437]; 0.525; 0.4583333333333333; 0.8522012578616353; 0.9731638418079096; 0.9649859943977591; 0.973389355742297; 0.6174496644295302; 0.71875; 0.5111607142857143; 0.5220588235294118; 0.6339285714285714; 0.4693080357142857; 0.8580060422960726; 0.8930817610062893; 0.8522012578616353
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.63541667 0.60416667 0.63541667 0.55208333]; 0.55625; 0.5625; 0.585; 0.6619469026548672; 0.7791666666666667; 0.6020833333333334; 0.5988700564971752; 0.7162162162162162; 0.5674104336895034; 0.5930232558139535; 0.5862068965517241; 0.5602267359470949; 0.636761487964989; 0.7256857855361596; 0.5846474040462752
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.92708333 0.89583333 0.9375     0.91666667]; 0.51875; 0.48125; 0.8; 1.0; 1.0; 1.0; 0.6051282051282052; 0.7763157894736842; 0.5310150375939849; 0.5743589743589744; 0.7088607594936709; 0.4840600093764651; 0.8160919540229885; 0.8987341772151899; 0.8012189404594467
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.94680851 0.90425532 0.96808511 0.96808511 0.88043478]; 0.5448717948717948; 0.5705128205128205; 0.8217948717948718; 0.9978586723768736; 0.9957264957264957; 0.9978632478632479; 0.6162162162162163; 0.8636363636363636; 0.5873737373737374; 0.6794258373205743; 0.8255813953488372; 0.5413621262458472; 0.8385598141695704; 0.9352331606217616; 0.8229465295494596
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.85416667 0.83333333 0.82291667 0.84375    0.76595745]; 0.4779874213836478; 0.5345911949685535; 0.8027638190954773; 1.0; 1.0; 1.0; 0.5257142857142857; 0.5168539325842697; 0.47271268057784915; 0.5888888888888889; 0.6235294117647059; 0.5279809220985692; 0.8115246098439376; 0.8184019370460048; 0.8021513601679111
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.94791667 0.85416667 0.86458333 0.88541667]; 0.44375; 0.5; 0.78875; 1.0; 1.0; 1.0; 0.5027932960893855; 0.5769230769230769; 0.44699812382739207; 0.5744680851063829; 0.6352941176470588; 0.49098039215686273; 0.8004722550177095; 0.8411910669975186; 0.7883537198967441
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.90625    0.83333333 0.92708333 0.93617021 0.94680851]; 0.5; 0.4873417721518987; 0.7941919191919192; 0.9937106918238993; 0.9957983193277311; 0.9936974789915967; 0.5269461077844312; 0.6285714285714286; 0.5131493506493506; 0.5423728813559321; 0.7384615384615385; 0.5251447477253929; 0.8014616321559075; 0.8820375335120644; 0.7990139934863424
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; 4; ica_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.96875    0.97916667 0.94791667 0.90425532 0.96808511]; 0.5569620253164557; 0.5759493670886076; 0.827020202020202; 1.0; 1.0; 1.0; 0.6534653465346534; 0.8148148148148148; 0.5502645502645502; 0.6633165829145727; 0.8461538461538461; 0.5793269230769231; 0.8437856328392247; 0.9319899244332494; 0.8267544558875107
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.92708333 0.95833333 0.94791667 0.97916667]; 0.46875; 0.4875; 0.79; 0.997920997920998; 1.0; 0.9979166666666667; 0.5454545454545455; 0.6296296296296297; 0.46671354899203; 0.6019417475728156; 0.7209302325581395; 0.46857322438717786; 0.8077803203661328; 0.8673218673218673; 0.7886227657220024
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [1.         0.95833333 0.88541667 0.96875    0.94791667]; 0.55; 0.50625; 0.81125; 1.0; 1.0; 1.0; 0.6288659793814433; 0.7093023255813954; 0.5370835952231301; 0.582010582010582; 0.6962025316455697; 0.5085950929832787; 0.8250289687137892; 0.8790123456790123; 0.8103922487888732
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.54166667 0.54225352 0.6056338  0.6056338 ]; 0.6176470588235294; 0.6302521008403361; 0.6142857142857143; 0.5454545454545454; 0.47058823529411764; 0.607843137254902; 0.5687203791469194; 0.47619047619047616; 0.6264880952380953; 0.56; 0.4827586206896552; 0.6266252119841719; 0.5530671859785784; 0.4741235392320534; 0.6152343584485139
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.88194444 0.88194444 0.92253521 0.94366197 0.85211268]; 0.5840336134453782; 0.5546218487394958; 0.8243697478991596; 0.9943977591036415; 0.9943977591036415; 0.9943977591036415; 0.623574144486692; 0.6356589147286822; 0.579297347272598; 0.5619834710743802; 0.6181818181818182; 0.5590909090909091; 0.8285479901558654; 0.8473154362416108; 0.8243311187942061
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.96527778 0.95138889 0.96478873 0.94366197 0.9084507 ]; 0.5714285714285714; 0.5756302521008403; 0.826890756302521; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.6666666666666666; 0.8031496062992126; 0.5547279563027594; 0.6599326599326599; 0.8166666666666667; 0.5735875706214689; 0.8434650455927052; 0.9188741721854304; 0.8254780417241147
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.88194444 0.9375     0.89583333 0.86111111]; 0.575; 0.5708333333333333; 0.8291666666666667; 1.0; 1.0; 1.0; 0.6304347826086957; 0.6796875; 0.5675223214285714; 0.6254545454545454; 0.6515151515151515; 0.5618686868686869; 0.8387096774193548; 0.8596774193548387; 0.8281145717463849
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; 6; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.84722222 0.83333333 0.86111111 0.84027778 0.81690141]; 0.5313807531380753; 0.5481171548117155; 0.8160535117056856; 1.0; 1.0; 1.0; 0.588235294117647; 0.7079646017699115; 0.5404902373928923; 0.625; 0.6976744186046512; 0.5352008456659619; 0.8278560250391237; 0.8801996672212978; 0.8157300857114893
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.85416667 0.84027778 0.85211268 0.84507042 0.8943662 ]; 0.5294117647058824; 0.5294117647058824; 0.8117647058823529; 1.0; 1.0; 1.0; 0.5725190839694656; 0.6521739130434783; 0.5334040296924709; 0.5692307692307693; 0.6271186440677966; 0.530225988700565; 0.8187702265372168; 0.8576271186440678; 0.8121468926553671
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.96527778 0.97916667 0.96527778 0.91666667 0.93055556]; 0.5; 0.48333333333333334; 0.7916666666666666; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.5275590551181103; 0.5317460317460317; 0.49832915622389307; 0.49180327868852464; 0.5555555555555556; 0.48989898989898994; 0.7947454844006567; 0.8148148148148148; 0.7918958562522919
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; 6; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.95774648 0.96478873 0.96478873 0.9084507  0.92142857]; 0.4915254237288136; 0.5550847457627118; 0.809322033898305; 1.0; 1.0; 1.0; 0.5918367346938777; 0.7631578947368421; 0.5004314063848145; 0.6464646464646464; 0.8571428571428571; 0.5697004608294931; 0.8267898383371826; 0.9258620689655173; 0.811264367816092
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.96527778 0.97916667 0.96527778 0.90140845 0.93661972]; 0.5378151260504201; 0.4831932773109244; 0.8036912751677853; 0.9986013986013986; 0.9972067039106145; 0.9986033519553073; 0.6099290780141843; 0.7478260869565218; 0.544644750795334; 0.5913621262458473; 0.712; 0.47104424778761056; 0.8197226502311247; 0.8896321070234113; 0.8034019120975642
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; 8; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.68229167 0.66145833 0.65263158 0.64736842]; 0.5911949685534591; 0.6037735849056604; 0.6337939698492462; 0.6464864864864865; 0.6255230125523012; 0.657949790794979; 0.5255474452554745; 0.47368421052631576; 0.5862396956246037; 0.5563380281690141; 0.5163398692810458; 0.6005941770647653; 0.6068779501011463; 0.5747126436781609; 0.6328445789466206
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.92105263 0.91578947 0.87894737 0.86842105 0.90957447]; 0.5221518987341772; 0.5506329113924051; 0.8139240506329114; 0.9989462592202318; 1.0; 0.998945147679325; 0.5907859078590786; 0.6728395061728395; 0.5182379349046016; 0.6120218579234973; 0.7133757961783439; 0.5516564515482915; 0.8254156769596199; 0.8764186633039092; 0.8136858246633905
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.921875   0.94270833 0.953125   0.921875   0.93157895]; 0.5517241379310345; 0.5768025078369906; 0.8239348370927319; 0.9968717413972888; 0.9979123173277662; 0.9968684759916493; 0.6103542234332425; 0.691358024691358; 0.5495006683966345; 0.6280991735537191; 0.6909090909090909; 0.5727272727272728; 0.8336293664890468; 0.8734491315136477; 0.8234334265163175
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.78125    0.8125     0.828125   0.86979167 0.82631579]; 0.5862068965517241; 0.5862068965517241; 0.8302005012531328; 0.9927007299270073; 0.9937369519832986; 0.9926931106471816; 0.6047904191616766; 0.6234567901234568; 0.5856137453801997; 0.5849056603773586; 0.62; 0.5881065088757397; 0.8317815021725635; 0.8470290771175727; 0.8303468366954323
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.80526316 0.84210526 0.82631579 0.83684211 0.83157895]; 0.5727848101265823; 0.5284810126582279; 0.8185840707964602; 0.9968387776606955; 0.9957894736842106; 0.9968421052631579; 0.5741324921135647; 0.4918918918918919; 0.5894573963276254; 0.44194756554307113; 0.4306569343065693; 0.517004444806916; 0.8127853881278538; 0.7816813048933501; 0.8188661301536814
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.8125     0.84210526 0.78947368 0.82105263 0.78421053]; 0.5299684542586751; 0.5457413249211357; 0.8045397225725095; 0.9822361546499477; 0.9873949579831933; 0.9821428571428572; 0.5604719764011801; 0.5864197530864198; 0.5286937475109518; 0.5885714285714286; 0.6130952380952381; 0.5414469479066795; 0.8116646415552856; 0.8287841191066998; 0.8041356492969396
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.94791667 0.953125   0.91052632 0.93684211 0.94210526]; 0.5817610062893082; 0.559748427672956; 0.8276729559748428; 0.998950682056663; 0.9979035639412998; 0.9989517819706499; 0.6472148541114058; 0.7261904761904762; 0.5730952380952381; 0.6111111111111112; 0.7096774193548387; 0.5634276667326341; 0.8378698224852071; 0.885; 0.8273101265822784
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.97368421 0.92105263 0.94210526 0.95263158 0.96808511]; 0.4778481012658228; 0.5253164556962026; 0.8; 0.9989440337909187; 0.9978902953586498; 0.998945147679325; 0.4518272425249169; 0.4563758389261745; 0.4766909134750633; 0.5253164556962026; 0.5123456790123457; 0.5256533589866923; 0.7979539641943735; 0.7949044585987262; 0.7999679525698034
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.95833333 0.95789474 0.92631579 0.94210526 0.96842105]; 0.5993690851735016; 0.61198738170347; 0.8423707440100883; 1.0; 1.0; 1.0; 0.6253687315634219; 0.6424242424242425; 0.5975279106858055; 0.6191950464396285; 0.6802721088435374; 0.6166066426570629; 0.8451053283767038; 0.8654822335025381; 0.8425155528414946
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.61344538 0.6092437  0.6092437  0.61440678]; 0.5361111111111111; 0.575; 0.6058700209643606; 0.5901328273244781; 0.5235690235690236; 0.6363636363636364; 0.49240121580547114; 0.4576271186440678; 0.5348244882837826; 0.5565217391304348; 0.5245901639344263; 0.5758544040011115; 0.5648148148148148; 0.5115303983228512; 0.6058700209643606
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.89583333 0.91666667 0.92436975 0.89495798 0.87815126]; 0.5770308123249299; 0.5854341736694678; 0.8411949685534591; 0.996661101836394; 1.0; 0.9966499162479062; 0.6326034063260341; 0.7558139534883721; 0.5833123821495915; 0.6651583710407238; 0.7945945945945946; 0.5775298554368321; 0.8522671867381765; 0.9161425576519916; 0.841194968553459
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.92083333 0.91666667 0.92916667 0.925      0.94957983]; 0.5352112676056338; 0.49859154929577465; 0.8170859538784067; 0.9949832775919734; 0.993322203672788; 0.994991652754591; 0.6004842615012107; 0.6966292134831461; 0.5347552847076747; 0.555; 0.6271186440677966; 0.4989525804608646; 0.8262817322050771; 0.870020964360587; 0.8170859538784065
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; 10; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8625     0.85416667 0.82916667 0.82916667 0.87815126]; 0.5380281690140845; 0.5859154929577465; 0.8370020964360587; 1.0; 1.0; 1.0; 0.511904761904762; 0.46236559139784944; 0.5418336832728893; 0.5714285714285714; 0.5798816568047337; 0.5856397531335495; 0.8343100692594566; 0.8207547169811321; 0.8370020964360587
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.82773109 0.83613445 0.84453782 0.83193277 0.82352941]; 0.5738161559888579; 0.5654596100278552; 0.8370020964360587; 0.9983164983164983; 0.9966386554621849; 0.9983193277310924; 0.5808219178082192; 0.5668449197860963; 0.5741201343116528; 0.5894736842105263; 0.6511627906976745; 0.5688969033702276; 0.8391101914123125; 0.850104821802935; 0.8370020964360587
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8125     0.825      0.84453782 0.85294118 0.81932773]; 0.5630252100840336; 0.5546218487394958; 0.8338574423480084; 0.9983277591973244; 1.0; 0.9983249581239532; 0.5916230366492146; 0.5978835978835979; 0.5608465608465609; 0.5364431486880468; 0.5476190476190477; 0.5542328042328043; 0.8349817803227485; 0.8406708595387841; 0.8338574423480084
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.925      0.975      0.94583333 0.92436975 0.89495798]; 0.4859550561797753; 0.5140449438202247; 0.8128930817610063; 0.9991631799163181; 0.9983277591973244; 0.9991638795986622; 0.4786324786324786; 0.5153374233128835; 0.48823865984297027; 0.5459317585301837; 0.538860103626943; 0.5117613401570298; 0.8147379346133887; 0.8228511530398323; 0.8128930817610063
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.93333333 0.92436975 0.95798319 0.95378151 0.94537815]; 0.553072625698324; 0.5586592178770949; 0.8333333333333334; 1.0; 1.0; 1.0; 0.5744680851063829; 0.6067415730337079; 0.553370786516854; 0.5927835051546392; 0.6388888888888888; 0.5582084893882646; 0.8374233128834356; 0.8584905660377359; 0.8333333333333333
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.95416667 0.93697479 0.94957983 0.92436975 0.91596639]; 0.6005586592178771; 0.5558659217877095; 0.8417190775681341; 1.0; 1.0; 1.0; 0.5925925925925927; 0.574585635359116; 0.6008521397134563; 0.5281899109792285; 0.5028248587570622; 0.5552798326934483; 0.8393617021276596; 0.8270440251572327; 0.8417190775681341
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59375    0.61805556 0.56643357 0.63286713 0.68181818]; 0.6244725738396625; 0.6413502109704642; 0.640461215932914; 0.6273653566229986; 0.601115760111576; 0.6429567642956764; 0.6396761133603239; 0.6694915254237288; 0.6246617290984189; 0.6743295019157087; 0.7394957983193278; 0.6409343398376299; 0.6354941551540915; 0.6268343815513627; 0.640461215932914
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88461538 0.87412587 0.84965035 0.87062937 0.82167832]; 0.48535564853556484; 0.5941422594142259; 0.8815513626834381; 0.9958217270194986; 1.0; 0.9958041958041959; 0.5684210526315789; 0.680672268907563; 0.48616946778711484; 0.6596491228070175; 0.7833333333333333; 0.5933473389355742; 0.8873379860418744; 0.9329140461215933; 0.8815513626834383
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94444444 0.9375     0.92307692 0.93706294 0.93356643]; 0.5780590717299579; 0.5822784810126582; 0.8925576519916143; 0.9958100558659218; 0.9944211994421199; 0.99581589958159; 0.6212121212121212; 0.7192982456140351; 0.5832263585793753; 0.6451612903225806; 0.7317073170731707; 0.576379974326059; 0.8962025316455696; 0.9276729559748428; 0.8925576519916142
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.79861111 0.82167832 0.82867133 0.81468531 0.82867133]; 0.6008403361344538; 0.6596638655462185; 0.9077568134171907; 1.0; 1.0; 1.0; 0.6153846153846154; 0.6386554621848739; 0.6008403361344538; 0.6823529411764705; 0.7310924369747899; 0.6596638655462185; 0.9089968976215097; 0.9213836477987422; 0.9077568134171908
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.84722222 0.82986111 0.81818182 0.81118881 0.74125874]; 0.5443037974683544; 0.5063291139240507; 0.8820754716981132; 1.0; 1.0; 1.0; 0.4953271028037383; 0.4344262295081967; 0.547647897362794; 0.4657534246575343; 0.4434782608695652; 0.5045260156806843; 0.8794858061060524; 0.860587002096436; 0.8820754716981132
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.86458333 0.85416667 0.80902778 0.82291667 0.83916084]; 0.49361702127659574; 0.5404255319148936; 0.879979035639413; 0.9986111111111111; 1.0; 0.9986091794158554; 0.5440613026819924; 0.6016949152542372; 0.4931551499348109; 0.5939849624060151; 0.6752136752136753; 0.5409966681153122; 0.8835790543975598; 0.910901467505241; 0.879979035639413
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.91666667 0.9375     0.94405594 0.9020979  0.95104895]; 0.5274261603375527; 0.5316455696202531; 0.8679245283018868; 0.9796205200281096; 0.9721059972105998; 0.9797768479776849; 0.6; 0.6942148760330579; 0.5238315759475634; 0.5992779783393501; 0.7155172413793104; 0.5354445711028784; 0.8727272727272727; 0.9056603773584906; 0.8679245283018869
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94791667 0.92013889 0.95104895 0.95104895 0.95804196]; 0.5274261603375527; 0.5147679324894515; 0.8810272536687631; 1.0; 1.0; 1.0; 0.585185185185185; 0.6638655462184874; 0.5268480273465318; 0.555984555984556; 0.6101694915254238; 0.5151687793761572; 0.8843606724401426; 0.909853249475891; 0.8810272536687632
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88461538 0.93006993 0.96153846 0.94055944 0.95454545]; 0.5899581589958159; 0.5774058577405857; 0.8951781970649895; 0.9993011879804332; 1.0; 0.9993006993006993; 0.6016260162601627; 0.6016260162601627; 0.5896061115783571; 0.6217228464419475; 0.7155172413793104; 0.5813358564620129; 0.897119341563786; 0.9140461215932913; 0.8951781970649895
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.58333333 0.64893617 0.67021277 0.63829787]; 0.6392405063291139; 0.689873417721519; 0.669620253164557; 0.6191646191646192; 0.5316455696202531; 0.6729957805907173; 0.6068965517241379; 0.5945945945945946; 0.6365830115830117; 0.6838709677419355; 0.6883116883116883; 0.6898348565015231; 0.6308345120226307; 0.5747422680412371; 0.6679681489459917
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.85416667 0.80208333 0.77083333 0.85416667 0.83333333]; 0.6125; 0.66875; 0.84625; 0.9833333333333333; 0.9833333333333333; 0.9833333333333333; 0.5866666666666667; 0.6111111111111112; 0.6123737373737373; 0.6826347305389222; 0.6867469879518072; 0.6680488186512283; 0.8456712672521958; 0.8531645569620253; 0.8463353649007657
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.73958333 0.76041667 0.82978723 0.78723404 0.78723404]; 0.5759493670886076; 0.6012658227848101; 0.8240506329113924; 0.9810526315789474; 0.9831223628691983; 0.9810126582278481; 0.5677419354838709; 0.6984126984126984; 0.5965747702589808; 0.6358381502890174; 0.7638888888888888; 0.6145025839793281; 0.8268991282689913; 0.8924731182795699; 0.827815506508206
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.58333333 0.55208333 0.54166667 0.5625    ]; 0.525; 0.5; 0.805; 1.0; 1.0; 1.0; 0.45714285714285713; 0.45714285714285713; 0.5174603174603174; 0.4736842105263158; 0.45; 0.5; 0.7979274611398963; 0.7897435897435897; 0.8046278924327704
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.64583333 0.59375    0.625      0.53191489 0.64893617]; 0.6012658227848101; 0.5316455696202531; 0.827020202020202; 1.0; 1.0; 1.0; 0.5882352941176471; 0.6081081081081081; 0.6016731016731016; 0.5066666666666667; 0.5066666666666667; 0.5304417670682732; 0.8241335044929397; 0.8294573643410853; 0.8270743611828884
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.60638298 0.56382979 0.55319149 0.54255319 0.5       ]; 0.532051282051282; 0.5448717948717948; 0.8132992327365729; 0.9957627118644067; 1.0; 0.9957446808510638; 0.5575757575757575; 0.575; 0.5309210526315788; 0.5359477124183006; 0.5061728395061729; 0.5464197530864198; 0.8151898734177216; 0.8131313131313131; 0.8133014078609935
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.80208333 0.83333333 0.8125     0.79787234]; 0.5849056603773585; 0.5974842767295597; 0.7487437185929648; 0.8582995951417004; 0.8870292887029289; 0.8535564853556485; 0.6451612903225807; 0.7792207792207793; 0.5908299018055116; 0.6404494382022472; 0.7037037037037037; 0.5954415954415955; 0.7668997668997668; 0.8287153652392947; 0.7489441487850609
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.85416667 0.8125     0.83333333 0.83333333 0.84375   ]; 0.63125; 0.53125; 0.83; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.638036809815951; 0.6842105263157895; 0.6337719298245613; 0.5283018867924528; 0.56; 0.5329411764705883; 0.830423940149626; 0.8516624040920716; 0.8304766788186518
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.79166667 0.76041667 0.78125    0.71276596]; 0.610062893081761; 0.5974842767295597; 0.8203517587939698; 0.9649484536082473; 0.9790794979079498; 0.9644351464435146; 0.6352941176470589; 0.675; 0.6096518987341772; 0.6144578313253012; 0.6455696202531646; 0.5977848101265824; 0.8258221680876979; 0.8517587939698492; 0.8203517587939698
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; 6; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.56338028 0.58450704 0.57042254 0.59859155 0.62676056]; 0.7245762711864406; 0.7457627118644068; 0.6539763113367174; 0.5696969696969696; 0.5295774647887324; 0.6; 0.736842105263158; 0.7054263565891473; 0.7265449539955082; 0.7368421052631579; 0.7924528301886793; 0.7500725689404935; 0.6396475770925111; 0.6152542372881356; 0.6539109024278515
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.79166667 0.85211268 0.8028169  0.80985915]; 0.592436974789916; 0.6008403361344538; 0.8361344537815126; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.6254826254826256; 0.7043478260869566; 0.5960763520678685; 0.652014652014652; 0.7542372881355932; 0.6021186440677966; 0.8433734939759036; 0.8898305084745762; 0.8365819209039548
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.77083333 0.79166667 0.76056338 0.71126761 0.78873239]; 0.6512605042016807; 0.5630252100840336; 0.8260504201680672; 0.9721448467966574; 0.9775910364145658; 0.9719887955182074; 0.7313915857605179; 0.8625954198473282; 0.6275593921666548; 0.6510067114093959; 0.8016528925619835; 0.5589461044006498; 0.8437735849056603; 0.9178981937602627; 0.8238372208043998
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.64583333 0.56944444 0.625      0.6056338  0.54929577]; 0.5546218487394958; 0.5462184873949579; 0.7776845637583892; 0.9298486932599724; 0.9441340782122905; 0.9287709497206704; 0.5181818181818182; 0.49137931034482757; 0.5530667043527417; 0.5344827586206896; 0.5166666666666667; 0.5464689265536723; 0.7752332485156912; 0.7693602693602694; 0.7776567233088972
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.55555556 0.59722222 0.61971831 0.59859155 0.56338028]; 0.592436974789916; 0.5504201680672269; 0.8285714285714286; 1.0; 1.0; 1.0; 0.5726872246696035; 0.625; 0.5960820895522388; 0.580392156862745; 0.5967741935483871; 0.5483870967741935; 0.8294314381270903; 0.8478632478632478; 0.8288903016175744
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.65277778 0.70833333 0.64788732 0.57746479 0.58450704]; 0.49159663865546216; 0.5714285714285714; 0.8126050420168067; 1.0; 1.0; 1.0; 0.5328185328185328; 0.5609756097560976; 0.48918345705196187; 0.578512396694215; 0.5882352941176471; 0.5714285714285715; 0.8164609053497942; 0.8280467445742905; 0.8125005296475514
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.75       0.83333333 0.66197183 0.6971831  0.71830986]; 0.634453781512605; 0.5882352941176471; 0.8008403361344538; 0.9250720461095101; 0.8991596638655462; 0.927170868347339; 0.6419753086419753; 0.6842105263157895; 0.6364601018675721; 0.6423357664233577; 0.7272727272727273; 0.5858585858585859; 0.8042939719240297; 0.8226351351351351; 0.800949674590979
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.8028169  0.74647887 0.80985915 0.78169014 0.80985915]; 0.6694915254237288; 0.5805084745762712; 0.8307952622673435; 0.9669064748201438; 0.9464788732394366; 0.967605633802817; 0.6854838709677419; 0.7083333333333334; 0.6688218390804599; 0.5991902834008096; 0.6981132075471698; 0.5913642960812773; 0.8319327731092436; 0.8519793459552496; 0.8311477428611522
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.82638889 0.77777778 0.77777778 0.84507042]; 0.5439330543933054; 0.5439330543933054; 0.7892976588628763; 0.9531680440771351; 0.9637883008356546; 0.9526462395543176; 0.637873754152824; 0.7868852459016393; 0.5387417682499649; 0.6449511400651465; 0.853448275862069; 0.5527403980936361; 0.811094452773613; 0.9061976549413735; 0.7894928174539922
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.71354167 0.67894737 0.65263158 0.67368421 0.70526316]; 0.61198738170347; 0.6782334384858044; 0.6765447667087011; 0.6734693877551021; 0.6239495798319328; 0.6974789915966387; 0.528735632183908; 0.4423076923076923; 0.6093526039178213; 0.592; 0.5; 0.6671597633136095; 0.6317300789662599; 0.5641025641025641; 0.674731182795699
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.74210526 0.77368421 0.76842105 0.73157895 0.69148936]; 0.6075949367088608; 0.629746835443038; 0.8316455696202532; 0.9733191035218783; 0.9620253164556962; 0.9736286919831223; 0.557142857142857; 0.6; 0.6064516129032258; 0.64; 0.5810055865921788; 0.6372181217632427; 0.827496757457847; 0.8148148148148148; 0.8314977461777963
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.73958333 0.73958333 0.77368421 0.77894737 0.76842105]; 0.5849056603773585; 0.5880503144654088; 0.8044025157232705; 0.949685534591195; 0.949685534591195; 0.949685534591195; 0.6451612903225806; 0.7142857142857143; 0.5771428571428572; 0.6202898550724638; 0.6903225806451613; 0.5905600633287157; 0.8138839018551766; 0.85; 0.804113924050633
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.56842105 0.57894737 0.6        0.57368421 0.57368421]; 0.560126582278481; 0.5632911392405063; 0.8249051833122629; 1.0; 1.0; 1.0; 0.508833922261484; 0.4897959183673469; 0.555548846757638; 0.5632911392405063; 0.5426829268292683; 0.564104621309371; 0.8211749515816656; 0.8091603053435115; 0.824806283325022
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63020833 0.57291667 0.63020833 0.60526316 0.51578947]; 0.5345911949685535; 0.5314465408805031; 0.8090452261306532; 0.9926854754440961; 0.9937238493723849; 0.9926778242677825; 0.513157894736842; 0.5032258064516129; 0.5338214921828617; 0.5358255451713396; 0.5443037974683544; 0.5315268987341772; 0.8078381795195955; 0.8078381795195955; 0.809037691507613
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.609375   0.58421053 0.58947368 0.60526316]; 0.5628930817610063; 0.5188679245283019; 0.8088050314465409; 0.9874213836477987; 0.9874213836477987; 0.9874213836477987; 0.5875370919881306; 0.5823529411764706; 0.5614467408585057; 0.5142857142857143; 0.5192307692307693; 0.5188746438746439; 0.8107098381070984; 0.8107098381070984; 0.8087856687358872
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80729167 0.80729167 0.77604167 0.78947368 0.8       ]; 0.5566037735849056; 0.5566037735849056; 0.7902010050251256; 0.9453781512605042; 0.9414225941422594; 0.9456066945606695; 0.591304347826087; 0.6623376623376623; 0.5598273677541971; 0.5865102639296188; 0.6060606060606061; 0.5546642899584076; 0.7960927960927962; 0.8180677540777918; 0.7901659525105942
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.765625   0.79166667 0.78645833 0.77083333 0.74210526]; 0.5987460815047022; 0.6206896551724138; 0.8051378446115288; 0.9337606837606838; 0.9123173277661796; 0.9352818371607515; 0.5923566878980893; 0.5705521472392638; 0.599378637722196; 0.5870307167235496; 0.5850340136054422; 0.6180984021515583; 0.7984445884640312; 0.7807351077313055; 0.8048656951295934
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75520833 0.765625   0.77604167 0.81052632 0.74736842]; 0.5691823899371069; 0.5911949685534591; 0.8021356783919598; 0.950207468879668; 0.9581589958158996; 0.9497907949790795; 0.6346666666666666; 0.8040540540540541; 0.5843799682034976; 0.6782178217821783; 0.8203592814371258; 0.5790538129039933; 0.8192771084337349; 0.9003783102143758; 0.8025045493499915
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65966387 0.71008403 0.64705882 0.68067227 0.67647059]; 0.649025069637883; 0.6434540389972145; 0.6666666666666666; 0.6514598540145985; 0.6; 0.6789915966386555; 0.5961538461538463; 0.5166666666666667; 0.6493947858472998; 0.5816993464052287; 0.4972067039106145; 0.6430477963997517; 0.6289381563593932; 0.5649895178197065; 0.6666666666666667
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.72083333 0.70588235 0.73529412 0.74369748]; 0.6246498599439776; 0.6358543417366946; 0.840146750524109; 0.9660314830157416; 0.9765494137353434; 0.9656616415410385; 0.6127167630057804; 0.5824175824175825; 0.6254945054945055; 0.6264367816091954; 0.6228571428571429; 0.6356043956043955; 0.8395581273014202; 0.8364779874213837; 0.840146750524109
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74789916 0.77731092 0.71428571 0.78151261 0.74152542]; 0.6194444444444445; 0.5944444444444444; 0.8296645702306079; 0.9646464646464646; 0.9646464646464646; 0.9646464646464645; 0.6496163682864451; 0.6939890710382514; 0.6181809761970918; 0.6032608695652174; 0.6271186440677966; 0.5949800870612207; 0.8330765279917822; 0.850104821802935; 0.8296645702306079
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.55833333 0.60833333 0.55882353 0.57983193 0.56302521]; 0.5714285714285714; 0.5490196078431373; 0.7835429769392034; 0.9183841714756802; 0.932998324958124; 0.9170854271356784; 0.5690140845070423; 0.5489130434782609; 0.5721443830108066; 0.5464788732394367; 0.5606936416184971; 0.5493685599396834; 0.7852314092563704; 0.7914046121593291; 0.7835429769392033
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; 10; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.53333333 0.54583333 0.61666667 0.61344538 0.5210084 ]; 0.5617977528089888; 0.598314606741573; 0.8417190775681341; 0.9974937343358397; 0.9983277591973244; 0.9974916387959866; 0.5828877005347595; 0.6488095238095238; 0.5664260385005065; 0.6416040100250626; 0.6808510638297872; 0.5934017223910841; 0.8467005076142133; 0.8742138364779874; 0.8417190775681342
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55882353 0.60084034 0.57563025 0.56302521 0.55882353]; 0.5348189415041783; 0.5376044568245125; 0.8244234800838575; 0.9983164983164983; 0.9966386554621849; 0.9983193277310924; 0.5102639296187684; 0.5028901734104047; 0.5337031512213313; 0.5513513513513514; 0.5483870967741935; 0.5371993287339176; 0.8235913638757241; 0.8197064989517819; 0.8244234800838575
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8        0.76666667 0.79583333 0.775      0.73109244]; 0.5408450704225352; 0.5154929577464789; 0.740041928721174; 0.8666114333057165; 0.8731218697829716; 0.8656093489148582; 0.5975308641975308; 0.7159763313609467; 0.5488483807342368; 0.6073059360730594; 0.7150537634408602; 0.5054558758032703; 0.7580487804878049; 0.8144654088050315; 0.740041928721174
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; 10; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.80416667 0.76666667 0.7875     0.76666667 0.78333333]; 0.6299435028248588; 0.5536723163841808; 0.8338574423480084; 0.9768211920529801; 0.9833333333333333; 0.9766666666666667; 0.6506666666666667; 0.6971428571428572; 0.6306943335993616; 0.5989847715736041; 0.659217877094972; 0.5524660814046289; 0.8396560445118867; 0.870020964360587; 0.8338574423480083
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75       0.80416667 0.71428571 0.76890756 0.73529412]; 0.5994397759103641; 0.6218487394957983; 0.8160377358490566; 0.9388097233864209; 0.9380234505862647; 0.938860971524288; 0.573134328358209; 0.5454545454545454; 0.598694123556002; 0.6218487394957983; 0.6132596685082873; 0.6219707433450526; 0.8137931034482758; 0.8039832285115304; 0.8160377358490565
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.70629371 0.72727273 0.68531469 0.72027972 0.65734266]; 0.6736401673640168; 0.5564853556485355; 0.679769392033543; 0.688548504741065; 0.6601398601398601; 0.7013986013986013; 0.6285714285714287; 0.5689655172413793; 0.6706616204093075; 0.5309734513274336; 0.4878048780487805; 0.5585576114381834; 0.6618705035971224; 0.6268343815513627; 0.6797693920335429
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.72569444 0.71527778 0.77972028 0.71678322 0.7027972 ]; 0.5864978902953587; 0.6413502109704642; 0.8862683438155137; 0.9761904761904762; 0.9721059972105998; 0.9762900976290099; 0.5625000000000001; 0.5163934426229508; 0.588631503920171; 0.6046511627906976; 0.5652173913043478; 0.6391660727013542; 0.8837707552222818; 0.8647798742138365; 0.8862683438155134
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.76736111 0.71875    0.79020979 0.6958042  0.67832168]; 0.5991561181434599; 0.5485232067510548; 0.8626834381551363; 0.958217270194986; 0.9595536959553695; 0.9581589958158995; 0.636015325670498; 0.7094017094017094; 0.6005341880341881; 0.5868725868725868; 0.6333333333333333; 0.5474358974358974; 0.8660531697341514; 0.8878406708595388; 0.8626834381551363
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.55594406 0.61538462 0.56993007 0.59090909 0.59507042]; 0.5833333333333334; 0.575; 0.6666666666666666; 0.7122015915119363; 0.7521008403361344; 0.696078431372549; 0.6062992125984251; 0.6260162601626016; 0.58223889931207; 0.5785123966942148; 0.5982905982905983; 0.5755680633729414; 0.6826347305389221; 0.7169811320754716; 0.6666666666666666
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.54166667 0.61805556 0.6013986  0.59440559 0.62237762]; 0.5949367088607594; 0.5189873417721519; 0.8852201257861635; 0.9937543372657878; 0.99860529986053; 0.993723849372385; 0.6000000000000001; 0.6101694915254238; 0.5950007121492665; 0.516949152542373; 0.5126050420168067; 0.519014385415183; 0.8857589984350547; 0.889937106918239; 0.8852201257861635
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.57692308 0.58391608 0.6048951  0.56643357 0.54545455]; 0.5313807531380753; 0.5606694560669456; 0.8569182389937107; 0.9613793103448275; 0.9748251748251748; 0.9608391608391608; 0.5757575757575758; 0.6666666666666666; 0.5373333333333332; 0.6366782006920415; 0.736; 0.5522105263157895; 0.8637044433349975; 0.9067085953878407; 0.8569182389937107
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.71527778 0.75874126 0.77622378 0.76223776 0.76573427]; 0.6134453781512605; 0.6302521008403361; 0.8380503144654088; 0.9097270818754374; 0.9078212290502793; 0.9099162011173184; 0.6229508196721312; 0.6608695652173913; 0.6149876281371509; 0.6507936507936508; 0.6666666666666666; 0.6289855072463767; 0.8394805194805195; 0.8469601677148847; 0.8380503144654089
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.74305556 0.75874126 0.72027972 0.6958042  0.79020979]; 0.6260504201680672; 0.5714285714285714; 0.8653039832285115; 0.9535211267605633; 0.9455307262569832; 0.9539106145251396; 0.6536964980544747; 0.7; 0.6254237288135593; 0.6015625; 0.652542372881356; 0.5721045197740113; 0.8670460424211072; 0.8784067085953878; 0.8653039832285115
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73263889 0.73958333 0.73076923 0.75174825 0.73076923]; 0.5822784810126582; 0.5147679324894515; 0.8432914046121593; 0.9411764705882353; 0.9483960948396095; 0.9407252440725244; 0.6206896551724139; 0.6694214876033058; 0.5804003989740667; 0.5381526104417671; 0.5775862068965517; 0.5160658307210031; 0.8470588235294118; 0.8679245283018868; 0.8432914046121593
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.60416667 0.57291667 0.66666667 0.61458333]; 0.65; 0.60625; 0.62625; 0.5945945945945946; 0.55; 0.625; 0.6455696202531647; 0.5930232558139535; 0.6546197360150849; 0.5771812080536913; 0.5375; 0.60625; 0.6018641810918774; 0.5566502463054187; 0.6273098947263134
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.78125    0.77083333 0.72916667 0.80208333]; 0.65625; 0.68125; 0.8675; 1.0; 1.0; 1.0; 0.6405228758169935; 0.5568181818181818; 0.6672979797979798; 0.6832298136645963; 0.6790123456790124; 0.6812783247382403; 0.8664987405541562; 0.8410757946210269; 0.8681082297913318
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.75       0.76041667 0.70833333 0.81914894]; 0.5911949685534591; 0.5974842767295597; 0.8304020100502513; 0.9873949579831933; 0.9832635983263598; 0.9874476987447699; 0.6448087431693988; 0.686046511627907; 0.5827492832112138; 0.6235294117647059; 0.6708860759493671; 0.5979430379746835; 0.8371531966224367; 0.8589108910891089; 0.8299656496261871
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.55208333 0.58333333 0.53125    0.57446809 0.4787234 ]; 0.5759493670886076; 0.4936708860759494; 0.6565656565656566; 0.7216035634743876; 0.680672268907563; 0.7373949579831933; 0.5562913907284768; 0.5675675675675675; 0.5754504504504504; 0.5238095238095238; 0.5057471264367817; 0.4923101829367007; 0.6458333333333333; 0.6215538847117794; 0.6568329219996556
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.5        0.51041667 0.51041667 0.60416667]; 0.46875; 0.575; 0.80875; 1.0; 1.0; 1.0; 0.46540880503144655; 0.5285714285714286; 0.4753968253968254; 0.6179775280898876; 0.6395348837209303; 0.5697674418604651; 0.8127294981640147; 0.8383838383838383; 0.809043404340434
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.51041667 0.47916667 0.55319149 0.57446809 0.44680851]; 0.5569620253164557; 0.5; 0.8050632911392405; 0.9894736842105263; 0.9915611814345991; 0.989451476793249; 0.5731707317073171; 0.6351351351351351; 0.5616151866151866; 0.46258503401360546; 0.4473684210526316; 0.49807445442875486; 0.8040712468193384; 0.8165374677002584; 0.8052910663563326
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; 4; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.875      0.8125     0.82291667 0.84042553]; 0.6226415094339622; 0.6415094339622641; 0.7675879396984925; 0.8502202643171807; 0.8075313807531381; 0.8577405857740585; 0.6385542168674699; 0.6625; 0.6223892405063292; 0.6627218934911243; 0.6511627906976745; 0.6406498884995222; 0.7655259822560203; 0.745679012345679; 0.7679801711344763
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.82291667 0.80208333 0.74468085 0.85106383 0.71276596]; 0.6392405063291139; 0.5822784810126582; 0.7759493670886076; 0.8820960698689956; 0.8523206751054853; 0.8860759493670887; 0.6918918918918918; 0.7710843373493976; 0.6322088353413654; 0.6071428571428572; 0.6219512195121951; 0.5807124518613608; 0.781750924784217; 0.7885572139303483; 0.7757219059342463
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.83333333 0.80851064 0.78723404 0.76595745 0.74468085]; 0.5095541401273885; 0.5732484076433121; 0.7913486005089059; 0.9567099567099567; 0.9364406779661016; 0.9576271186440679; 0.5745856353591161; 0.5909090909090909; 0.4983530961791831; 0.5889570552147239; 0.7384615384615385; 0.5974916387959867; 0.7965260545905707; 0.8251928020565553; 0.791689600020721
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52777778 0.52777778 0.5625     0.51388889 0.57042254]; 0.4811715481171548; 0.5313807531380753; 0.5267558528428093; 0.326530612244898; 0.22284122562674094; 0.5403899721448469; 0.1142857142857143; 0.06451612903225806; 0.4974754558204768; 0.2112676056338028; 0.125; 0.5330882352941176; 0.266839378238342; 0.17081260364842454; 0.5297570606775006
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65972222 0.70138889 0.73611111 0.79577465 0.66197183]; 0.6890756302521008; 0.7100840336134454; 0.8783557046979866; 0.9971988795518207; 0.994413407821229; 0.9972067039106145; 0.6754385964912281; 0.6416666666666667; 0.6894774011299435; 0.6497461928934011; 0.6153846153846154; 0.6994833524684272; 0.8726953467954345; 0.8539518900343642; 0.8777956171483297
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.80555556 0.78472222 0.75       0.72222222 0.77464789]; 0.6317991631799164; 0.7071129707112971; 0.846989966555184; 0.9645390070921985; 0.947075208913649; 0.9651810584958217; 0.5686274509803922; 0.5132743362831859; 0.6256847871892119; 0.6818181818181818; 0.6097560975609756; 0.7100504625735913; 0.8379096545615587; 0.7949579831932773; 0.8467302395167716
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.59027778 0.59722222 0.56944444 0.54166667]; 0.5416666666666666; 0.575; 0.7783333333333333; 0.9272237196765499; 0.9555555555555556; 0.9250000000000002; 0.5454545454545455; 0.5739130434782609; 0.5429565217391304; 0.575; 0.5847457627118644; 0.5751597666018339; 0.7826797385620914; 0.8077571669477235; 0.778672652666613
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.42361111 0.57042254 0.50704225 0.53521127 0.54225352]; 0.46835443037974683; 0.5232067510548524; 0.7984822934232715; 1.0; 1.0; 1.0; 0.49193548387096775; 0.5258620689655172; 0.4695426047306925; 0.5191489361702127; 0.5446428571428571; 0.5243214285714286; 0.8; 0.8184931506849316; 0.798781459063396
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.5        0.47916667 0.52777778 0.51388889 0.52083333]; 0.4791666666666667; 0.4791666666666667; 0.7866666666666666; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.489795918367347; 0.49586776859504134; 0.4790263212723106; 0.4725738396624472; 0.49122807017543857; 0.4797410192147034; 0.7870216306156405; 0.7949579831932773; 0.786735189943746
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; 6; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.81690141 0.79577465 0.79577465 0.71830986 0.8028169 ]; 0.6610169491525424; 0.7033898305084746; 0.7554991539763113; 0.8011444921316166; 0.7887323943661971; 0.8042253521126761; 0.6551724137931034; 0.6846846846846847; 0.6623423423423423; 0.72; 0.6976744186046512; 0.7039773962182134; 0.7552921253175274; 0.7495798319327731; 0.7555394900720084
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.78472222 0.79577465 0.79577465 0.77464789]; 0.6512605042016807; 0.7058823529411765; 0.8327731092436975; 0.9333333333333333; 0.9019607843137255; 0.9355742296918766; 0.5911330049261083; 0.5607476635514018; 0.6429692516230292; 0.6464646464646465; 0.5663716814159292; 0.6991858407079646; 0.8175985334555453; 0.7729636048526863; 0.8310168758358049
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72222222 0.74305556 0.70833333 0.75694444 0.75694444]; 0.6666666666666666; 0.6875; 0.8133333333333334; 0.9026798307475319; 0.8888888888888888; 0.9041666666666666; 0.6521739130434783; 0.6; 0.6695652173913044; 0.6606334841628959; 0.6134453781512605; 0.6868879783318287; 0.8068965517241379; 0.7748344370860927; 0.8135917151873416
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; 8; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.640625   0.65104167 0.59895833 0.59473684 0.62631579]; 0.6320754716981132; 0.6415094339622641; 0.6287688442211056; 0.5408163265306123; 0.4435146443514644; 0.6234309623430963; 0.5776173285198555; 0.49079754601226994; 0.6357213536512963; 0.5899280575539569; 0.5222929936305732; 0.6400284843929264; 0.5586258401792382; 0.46867167919799496; 0.6291721116392998
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.765625   0.76041667 0.70833333 0.76041667 0.78125   ]; 0.628125; 0.603125; 0.844375; 0.9968847352024921; 1.0; 0.9968750000000001; 0.5543071161048689; 0.46540880503144655; 0.627114340403922; 0.5574912891986064; 0.47619047619047616; 0.6098057644110276; 0.8358602504943969; 0.7856257744733581; 0.8448935934157458
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.78125    0.70833333 0.77604167 0.73958333 0.78947368]; 0.5987460815047022; 0.5768025078369906; 0.806390977443609; 0.9518828451882845; 0.9498956158663883; 0.9519832985386221; 0.6321839080459769; 0.6586826347305389; 0.5957886857863222; 0.6197183098591549; 0.6962025316455697; 0.5779149304190581; 0.81374321880651; 0.8395522388059702; 0.8061397557666214
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.57368421 0.54736842 0.51578947 0.51052632 0.57446809]; 0.5221518987341772; 0.5379746835443038; 0.5867088607594937; 0.6516634050880625; 0.7025316455696202; 0.6244725738396625; 0.5519287833827894; 0.6038961038961039; 0.5241702741702742; 0.5680473372781065; 0.5925925925925926; 0.5365560365560366; 0.6152032999410725; 0.660759493670886; 0.5867088607594937
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.50520833 0.50520833 0.49479167 0.53684211 0.57368421]; 0.5345911949685535; 0.4779874213836478; 0.8027638190954773; 1.0; 1.0; 1.0; 0.5403726708074534; 0.5918367346938775; 0.538608425826471; 0.4939024390243903; 0.48214285714285715; 0.4777380952380953; 0.8044831880448319; 0.8146279949558638; 0.8028083654378818
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.53645833 0.52083333 0.51052632 0.54210526 0.52631579]; 0.49056603773584906; 0.48427672955974843; 0.7943396226415095; 0.9989528795811519; 1.0; 0.9989517819706498; 0.5235294117647059; 0.577922077922078; 0.4932293316439658; 0.5287356321839081; 0.5935483870967742; 0.4869582426281417; 0.8009738283627511; 0.8371501272264631; 0.794818844707759
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.74479167 0.796875   0.71354167 0.76041667 0.71354167]; 0.6625; 0.634375; 0.726875; 0.7725321888412018; 0.75; 0.7791666666666667; 0.6645962732919255; 0.6604938271604939; 0.6625253945929052; 0.6006825938566553; 0.5789473684210527; 0.6317355889724311; 0.7175177763413059; 0.698992443324937; 0.7266674375433618
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.73958333 0.71875    0.734375   0.72105263 0.72105263]; 0.710691823899371; 0.6635220125786163; 0.8209798994974874; 0.911340206185567; 0.9246861924686193; 0.9100418410041841; 0.7070063694267515; 0.6894409937888198; 0.7109625351109705; 0.6603174603174602; 0.6265060240963856; 0.6652266962587191; 0.8217636022514072; 0.8161490683229814; 0.8210351440725453
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.76041667 0.75789474 0.73684211 0.73684211 0.75789474]; 0.6214511041009464; 0.6309148264984227; 0.8045397225725095; 0.9227513227513228; 0.9159663865546218; 0.9233193277310925; 0.5833333333333334; 0.5419354838709678; 0.6197331740342493; 0.5951557093425605; 0.5512820512820513; 0.629678292721771; 0.7963206307490144; 0.770012706480305; 0.8042804458559221
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6092437  0.6092437  0.55462185 0.64285714 0.61864407]; 0.625; 0.6305555555555555; 0.6226415094339622; 0.5330578512396694; 0.43434343434343436; 0.6195286195286195; 0.5686900958466453; 0.5056818181818182; 0.6224061264822135; 0.5932721712538226; 0.5271739130434783; 0.6329051383399209; 0.5522388059701493; 0.46540880503144655; 0.6226415094339622
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; 10; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.71666667 0.72083333 0.7125     0.69327731 0.73529412]; 0.6741573033707865; 0.6376404494382022; 0.8616352201257862; 0.984179850124896; 0.9882943143812709; 0.984113712374582; 0.6914893617021278; 0.7428571428571429; 0.6752959747434886; 0.6578249336870027; 0.6850828729281768; 0.6368271507498027; 0.8648925281473899; 0.8857442348008385; 0.8616352201257862
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.80416667 0.69166667 0.70416667 0.70833333 0.71428571]; 0.7070422535211267; 0.6338028169014085; 0.8511530398322851; 0.9582637729549248; 0.9582637729549248; 0.9582637729549248; 0.7248677248677248; 0.7210526315789474; 0.7059808612440192; 0.6348314606741572; 0.6848484848484848; 0.6371610845295056; 0.8530020703933747; 0.8637316561844863; 0.8511530398322851
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; 10; ica_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.55416667 0.525      0.5375     0.5625     0.54166667]; 0.5112994350282486; 0.5254237288135594; 0.6472746331236897; 0.7457886676875957; 0.8116666666666666; 0.7233333333333333; 0.5642317380352645; 0.6222222222222222; 0.5093869731800766; 0.5409836065573771; 0.5689655172413793; 0.5261494252873563; 0.6747220879652005; 0.7316561844863732; 0.6472746331236897
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.48739496 0.51680672 0.48739496 0.5210084  0.52941176]; 0.5097493036211699; 0.5515320334261838; 0.8233752620545073; 1.0; 1.0; 1.0; 0.5243243243243242; 0.5359116022099447; 0.5095288348128375; 0.5729442970822282; 0.6067415730337079; 0.5519895710472407; 0.8260196179659267; 0.8385744234800838; 0.8233752620545073
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.52916667 0.55462185 0.53781513 0.55042017 0.48739496]; 0.5167597765363129; 0.5223463687150838; 0.8191823899371069; 0.9991617770326907; 1.0; 0.9991610738255033; 0.5126760563380282; 0.5141242937853108; 0.5167306551799482; 0.5263157894736842; 0.5248618784530387; 0.5223179448762368; 0.8192771084337348; 0.8197064989517819; 0.8191823899371069
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7375     0.72916667 0.72083333 0.74789916 0.74369748]; 0.6910112359550562; 0.6853932584269663; 0.7311320754716981; 0.7471763683753258; 0.7190635451505016; 0.7566889632107023; 0.6726190476190476; 0.6457142857142857; 0.6902604577742699; 0.6906077348066298; 0.6906077348066298; 0.6853038674033148; 0.7225527312060573; 0.70020964360587; 0.7311320754716981
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; 10; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.73333333 0.78571429 0.77310924 0.78571429 0.75630252]; 0.664804469273743; 0.6396648044692738; 0.8128930817610063; 0.9070567986230637; 0.8842281879194631; 0.9093959731543625; 0.696969696969697; 0.770949720670391; 0.664804469273743; 0.6766917293233082; 0.7541899441340782; 0.6396648044692738; 0.8175779253960143; 0.8385744234800838; 0.8128930817610063
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.71666667 0.72916667 0.69747899 0.73109244 0.71008403]; 0.6330532212885154; 0.6666666666666666; 0.7955974842767296; 0.8817567567567568; 0.8743718592964824; 0.8827470686767169; 0.6597402597402597; 0.6902173913043478; 0.6312358632822317; 0.6647887323943662; 0.6820809248554913; 0.6671274189494848; 0.7972972972972973; 0.8039832285115304; 0.7955974842767295
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; 12; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.60763889 0.61458333 0.60763889 0.6048951  0.56993007]; 0.6101694915254238; 0.6779661016949152; 0.6168763102725366; 0.495971351835273; 0.38579387186629527; 0.6079387186629526; 0.5399999999999999; 0.47368421052631576; 0.6056945642795513; 0.6545454545454545; 0.5901639344262295; 0.6810468794938165; 0.5243981782693559; 0.4224318658280922; 0.6168763102725368
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; 12; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69791667 0.71527778 0.71678322 0.69230769 0.71678322]; 0.6286919831223629; 0.6160337552742616; 0.8983228511530398; 0.9895324494068389; 0.9888423988842399; 0.9895397489539749; 0.6363636363636364; 0.6581196581196581; 0.629059829059829; 0.6255144032921811; 0.6333333333333333; 0.6158119658119658; 0.8988529718456726; 0.9035639412997903; 0.8983228511530398
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.73076923 0.68881119 0.73076923 0.77972028 0.72887324]; 0.6916666666666667; 0.6416666666666667; 0.889412997903564; 0.963957597173145; 0.9551820728291317; 0.9642857142857143; 0.7338129496402878; 0.864406779661017; 0.6944984717977216; 0.6814814814814815; 0.7540983606557377; 0.6397610447346485; 0.892511462047886; 0.9182389937106918; 0.889412997903564
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53472222 0.52447552 0.52447552 0.52797203 0.49300699]; 0.5168067226890757; 0.542016806722689; 0.5838574423480084; 0.6205059920106525; 0.6508379888268156; 0.6019553072625698; 0.538152610441767; 0.5153846153846153; 0.516951566951567; 0.5155555555555555; 0.5370370370370371; 0.5415954415954417; 0.5981781376518218; 0.6194968553459119; 0.5838574423480084
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56643357 0.52797203 0.53146853 0.54545455 0.56338028]; 0.525; 0.5375; 0.8820754716981132; 1.0; 1.0; 1.0; 0.525; 0.5121951219512195; 0.5253283302063789; 0.5194805194805194; 0.5128205128205128; 0.5368980612883052; 0.8815165876777252; 0.8773584905660378; 0.8820754716981133
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.54895105 0.56993007 0.51398601 0.45104895 0.55944056]; 0.5271966527196653; 0.5523012552301255; 0.879979035639413; 0.9936842105263157; 0.9902097902097902; 0.9937062937062937; 0.5735849056603773; 0.6229508196721312; 0.5251506235112793; 0.5367965367965368; 0.5299145299145299; 0.5518425108589042; 0.8807912545549194; 0.8867924528301887; 0.879979035639413
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74825175 0.75174825 0.75874126 0.77972028 0.72183099]; 0.6291666666666667; 0.6208333333333333; 0.7442348008385744; 0.7790530846484935; 0.7605042016806722; 0.7843137254901961; 0.6615969581749049; 0.6692307692307692; 0.6255244755244754; 0.6345381526104418; 0.7181818181818181; 0.6283216783216783; 0.7439664218258133; 0.7431865828092243; 0.7442348008385744
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71678322 0.76573427 0.7027972  0.66783217 0.71478873]; 0.6958333333333333; 0.7583333333333333; 0.8925576519916143; 0.9480337078651685; 0.9453781512605042; 0.9481792717086834; 0.6995884773662552; 0.7024793388429752; 0.6957774845475381; 0.7563025210084033; 0.7563025210084033; 0.7583165497604001; 0.8923884514435695; 0.8909853249475891; 0.8925576519916142
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.77083333 0.71875    0.77622378 0.72727273 0.69230769]; 0.6371308016877637; 0.6919831223628692; 0.8480083857442348; 0.9074204946996468; 0.895397489539749; 0.9086471408647141; 0.638655462184874; 0.7037037037037037; 0.6425495262704565; 0.7114624505928854; 0.6976744186046512; 0.6914298018949181; 0.8478488982161595; 0.8469601677148847; 0.8480083857442349
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.51041667 0.54166667 0.53125    0.5625     0.53191489]; 0.5220125786163522; 0.4528301886792453; 0.5175879396984925; 0.14007782101167315; 0.07531380753138076; 0.5376569037656904; 0.11627906976744184; 0.0641025641025641; 0.5135327635327636; 0.12121212121212122; 0.06521739130434782; 0.5251460090850097; 0.13122171945701355; 0.07090464547677261; 0.5302843640820556
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; 4; ica_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.78125    0.74468085 0.78723404 0.79787234 0.77659574]; 0.6496815286624203; 0.6305732484076433; 0.8562340966921119; 1.0; 1.0; 1.0; 0.6625766871165644; 0.782608695652174; 0.6640316205533596; 0.6777777777777778; 0.7721518987341772; 0.6296656929568323; 0.8613496932515337; 0.9140625; 0.857528762437811
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.65625    0.6875     0.70212766 0.68085106 0.68085106]; 0.6075949367088608; 0.6835443037974683; 0.8531645569620253; 0.9914893617021276; 0.9831223628691983; 0.9915611814345991; 0.6075949367088608; 0.64; 0.6091566265060241; 0.6951219512195123; 0.7916666666666666; 0.69234496124031; 0.8535353535353536; 0.8802083333333334; 0.8538972701149425
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.42708333 0.5        0.44791667 0.51041667]; 0.525; 0.54375; 0.56125; 0.5683760683760684; 0.5541666666666667; 0.5791666666666667; 0.4571428571428572; 0.5079365079365079; 0.522009491081656; 0.5680473372781065; 0.5454545454545454; 0.5435606060606061; 0.5482625482625483; 0.5447570332480819; 0.5608870740812536
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; 4; ica_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.54255319 0.5        0.56382979 0.56382979 0.4787234 ]; 0.5384615384615384; 0.4807692307692308; 0.8043478260869565; 1.0; 1.0; 1.0; 0.5068493150684932; 0.49333333333333335; 0.5367901234567901; 0.4840764331210191; 0.4470588235294118; 0.484092792046396; 0.8020698576972832; 0.7848101265822784; 0.8045497661335165
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.46875    0.4375     0.47916667 0.55208333 0.5       ]; 0.5157232704402516; 0.4779874213836478; 0.7977386934673367; 0.9979035639412999; 0.99581589958159; 0.997907949790795; 0.5599999999999999; 0.6282051282051282; 0.5178062678062678; 0.5202312138728323; 0.5113636363636364; 0.4739916773367477; 0.8048484848484849; 0.8197530864197531; 0.7973445739004136
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.8125     0.73958333 0.71875    0.82291667]; 0.65625; 0.6125; 0.755; 0.8329809725158562; 0.8208333333333333; 0.8354166666666666; 0.6994535519125683; 0.8533333333333334; 0.667843137254902; 0.6770833333333333; 0.8227848101265823; 0.6150961087669948; 0.7688679245283019; 0.8274111675126904; 0.7560701157760495
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.67708333 0.78125    0.75       0.80208333]; 0.63125; 0.65; 0.8175; 0.9333333333333333; 0.9041666666666667; 0.9354166666666668; 0.556390977443609; 0.5285714285714286; 0.6198412698412699; 0.6543209876543209; 0.6091954022988506; 0.6539127696425759; 0.8078947368421052; 0.7732997481108312; 0.81717096586683
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.70833333 0.78125    0.75       0.79166667]; 0.6875; 0.68125; 0.835; 0.9352818371607515; 0.9333333333333333; 0.9354166666666667; 0.7340425531914895; 0.7419354838709677; 0.6769378911892152; 0.7017543859649124; 0.7058823529411765; 0.6796078431372549; 0.8424821002386634; 0.8444976076555024; 0.8345524687492172
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.56944444 0.50704225 0.6056338  0.49295775 0.55633803]; 0.5232067510548524; 0.4978902953586498; 0.5320404721753794; 0.3228511530398323; 0.21629213483146068; 0.5463483146067415; 0.3391812865497076; 0.24369747899159663; 0.5243911123771542; 0.327683615819209; 0.2196969696969697; 0.5336580086580086; 0.32727272727272727; 0.22240527182866557; 0.5395273336690823
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.69444444 0.6971831  0.71126761 0.67605634]; 0.6890756302521008; 0.6176470588235294; 0.8613445378151261; 1.0; 1.0; 1.0; 0.717557251908397; 0.7401574803149606; 0.6853940554727956; 0.6127659574468085; 0.6857142857142857; 0.624812030075188; 0.8637489677952106; 0.8879456706281834; 0.8616101065287339
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.71830986 0.70422535 0.73239437 0.75352113 0.79577465]; 0.6059322033898306; 0.6652542372881356; 0.8417935702199661; 0.9787234042553192; 0.971830985915493; 0.9788732394366197; 0.5974025974025974; 0.6571428571428571; 0.6110141766630317; 0.7127272727272727; 0.784; 0.6577657657657658; 0.8455821635012387; 0.8752136752136752; 0.8421294506721644
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.57638889 0.52112676 0.59859155 0.54929577 0.54225352]; 0.45569620253164556; 0.4767932489451477; 0.6264755480607083; 0.731638418079096; 0.7275280898876404; 0.7331460674157303; 0.4901185770750988; 0.543859649122807; 0.45892169448010267; 0.4745762711864407; 0.45528455284552843; 0.47764227642276424; 0.6299081035923141; 0.6357504215851602; 0.6264755480607083
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; 6; ica_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.48591549 0.52112676 0.54225352 0.57746479 0.50714286]; 0.4872881355932203; 0.5338983050847458; 0.8042372881355933; 1.0; 1.0; 1.0; 0.47619047619047616; 0.49107142857142855; 0.48747119815668205; 0.5564516129032258; 0.5564516129032258; 0.5326900921658986; 0.8053917438921651; 0.8101694915254237; 0.8042372881355931
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.48611111 0.54861111 0.53472222 0.5        0.54166667]; 0.5375; 0.5125; 0.8091666666666667; 0.9986130374479889; 1.0; 0.9986111111111111; 0.5355648535564853; 0.5333333333333333; 0.5375; 0.5224489795918368; 0.5714285714285714; 0.5161830357142857; 0.8099585062240664; 0.8243243243243243; 0.8093661095305833
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.75694444 0.70833333 0.72916667 0.63194444]; 0.6625; 0.6208333333333333; 0.6866666666666666; 0.7213114754098361; 0.7333333333333333; 0.7166666666666667; 0.6798418972332015; 0.688; 0.6613913043478261; 0.6192468619246863; 0.6491228070175439; 0.6221804511278195; 0.6928104575163399; 0.7078464106844741; 0.6867019075052987
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.71527778 0.76760563 0.71126761 0.68309859]; 0.7058823529411765; 0.6134453781512605; 0.8033613445378152; 0.8991596638655462; 0.8991596638655462; 0.8991596638655462; 0.6601941747572815; 0.6126126126126126; 0.7000070937078811; 0.5964912280701754; 0.5811965811965812; 0.6129123401850676; 0.7961672473867596; 0.7811965811965812; 0.8029949848131666
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.65972222 0.75352113 0.70422535 0.75352113]; 0.680672268907563; 0.6512605042016807; 0.8319327731092437; 0.9428172942817294; 0.9467787114845938; 0.9425770308123249; 0.696; 0.696; 0.679858407079646; 0.6639676113360323; 0.6666666666666666; 0.6507246376811593; 0.8352553542009884; 0.8380165289256198; 0.8318287772833227
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.58333333 0.68947368 0.54736842 0.57368421]; 0.6069182389937107; 0.5691823899371069; 0.5880503144654088; 0.4579310344827586; 0.3480083857442348; 0.5880503144654088; 0.4813278008298755; 0.3717948717948718; 0.6025641025641026; 0.43621399176954734; 0.3375796178343949; 0.566305336867508; 0.4582299421009098; 0.35063291139240504; 0.5865664556962025
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.65625    0.73157895 0.69473684 0.62631579]; 0.6761006289308176; 0.6289308176100629; 0.8578616352201258; 0.9947753396029257; 0.9979035639412998; 0.9947589098532496; 0.6622950819672131; 0.63125; 0.6763844936708862; 0.609271523178808; 0.5822784810126582; 0.6286392405063292; 0.8554987212276215; 0.8415094339622642; 0.8578616352201258
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.6875     0.703125   0.703125   0.671875   0.69791667]; 0.628125; 0.61875; 0.825625; 0.9600840336134454; 0.9520833333333333; 0.9604166666666667; 0.6468842729970327; 0.6449704142011834; 0.6271209686899957; 0.5986842105263158; 0.5548780487804879; 0.6203877423389619; 0.824858757062147; 0.8081180811808119; 0.8259141867149293
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.578125   0.52631579 0.53684211 0.51052632 0.52631579]; 0.5110410094637224; 0.4605678233438486; 0.6349306431273645; 0.7512291052114061; 0.8025210084033614; 0.7342436974789917; 0.5706371191135735; 0.6023391812865497; 0.5032243851638227; 0.5014577259475219; 0.5733333333333334; 0.46630738522954085; 0.663567693201627; 0.7164366373902133; 0.6345174314961206
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.53157895 0.49473684 0.55263158 0.46315789 0.54787234]; 0.49050632911392406; 0.49050632911392406; 0.7962025316455696; 1.0; 1.0; 1.0; 0.5015479876160991; 0.5; 0.4902597402597403; 0.5278592375366569; 0.5421686746987951; 0.4877510040160643; 0.8002481389578164; 0.8042394014962594; 0.7960785696427312
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.58854167 0.515625   0.53645833 0.53645833 0.5       ]; 0.50625; 0.521875; 0.80125; 0.9927310488058152; 0.9958333333333333; 0.9927083333333334; 0.5459770114942528; 0.5688622754491018; 0.5033853860905639; 0.5486725663716813; 0.5923566878980892; 0.5231722089797195; 0.8072727272727273; 0.8283582089552238; 0.8011137778444462
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; 8; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.72395833 0.69791667 0.72395833 0.68229167 0.7       ]; 0.6677115987460815; 0.6833855799373041; 0.7098997493734336; 0.7445109780439122; 0.778705636743215; 0.7327766179540711; 0.6580645161290323; 0.5964912280701754; 0.6732456140350878; 0.6405693950177936; 0.6081081081081081; 0.6783230599020071; 0.7093534212178281; 0.7080200501253133; 0.7098997493734336
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.78125    0.66145833 0.6875     0.74210526 0.68421053]; 0.6415094339622641; 0.6823899371069182; 0.7952261306532663; 0.8847352024922118; 0.891213389121339; 0.8838912133891214; 0.6779661016949152; 0.7317073170731707; 0.6385809312638581; 0.6892307692307692; 0.7272727272727273; 0.6837583148558759; 0.8014616321559075; 0.8266331658291457; 0.7952261306532663
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.76315789 0.75263158 0.73157895 0.71052632 0.7393617 ]; 0.5886075949367089; 0.6645569620253164; 0.8126582278481013; 0.9365750528541226; 0.9345991561181435; 0.9367088607594937; 0.5937500000000001; 0.6462585034013606; 0.5923600209314495; 0.6863905325443787; 0.7204968944099379; 0.6634742536565819; 0.8154613466334164; 0.8363171355498721; 0.8128954098801993
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57142857 0.57142857 0.50840336 0.53361345 0.55508475]; 0.5611111111111111; 0.5305555555555556; 0.54979035639413; 0.3696682464454977; 0.26262626262626265; 0.5521885521885521; 0.3923076923076923; 0.2833333333333333; 0.561111111111111; 0.33725490196078434; 0.2388888888888889; 0.5305555555555556; 0.36791758646063283; 0.2620545073375262; 0.54979035639413
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70588235 0.70588235 0.70168067 0.71428571 0.72033898]; 0.6416666666666667; 0.6138888888888889; 0.8558700209643606; 0.9941324392288349; 0.9983164983164983; 0.9941077441077442; 0.6030769230769231; 0.5798816568047337; 0.6381083676693826; 0.6084507042253522; 0.5654450261780105; 0.6170420397162242; 0.8531767218366259; 0.8375262054507338; 0.8558700209643606
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.75416667 0.6875     0.69327731 0.71008403 0.7605042 ]; 0.6134453781512605; 0.6022408963585434; 0.8307127882599581; 0.9637742207245156; 0.9581239530988275; 0.9639865996649916; 0.5519480519480519; 0.47752808988764045; 0.6130657209214738; 0.5359477124183006; 0.4581005586592179; 0.6026457849475865; 0.8206551915602444; 0.7746331236897275; 0.8307127882599581
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.48739496 0.5        0.56722689 0.48739496 0.48739496]; 0.5069637883008357; 0.5236768802228412; 0.5613207547169812; 0.5962014863748968; 0.6067226890756302; 0.5890756302521009; 0.5014084507042254; 0.52046783625731; 0.5075743436605699; 0.5488126649076517; 0.5531914893617021; 0.5222097797685704; 0.5696658097686376; 0.5807127882599581; 0.5613207547169812
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.50416667 0.49579832 0.55882353 0.51680672 0.50840336]; 0.49441340782122906; 0.505586592178771; 0.8123689727463312; 1.0; 1.0; 1.0; 0.514745308310992; 0.5274725274725275; 0.4938499000999001; 0.5279999999999999; 0.5625; 0.5065247252747253; 0.8154639175257732; 0.8291404612159329; 0.812368972746331
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5210084  0.57563025 0.50840336 0.55882353 0.54661017]; 0.5027777777777778; 0.48333333333333334; 0.8055555555555556; 0.9949494949494949; 0.9949494949494949; 0.9949494949494948; 0.5068870523415977; 0.5027322404371585; 0.5027785495971103; 0.48044692737430167; 0.4858757062146893; 0.48337501157728996; 0.8056574122577265; 0.8060796645702306; 0.8055555555555556
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72689076 0.68487395 0.71008403 0.75630252 0.71610169]; 0.6722222222222223; 0.675; 0.7389937106918238; 0.7795473595976531; 0.7828282828282829; 0.7786195286195287; 0.6722222222222223; 0.6759776536312849; 0.6722429704620513; 0.6507462686567164; 0.6022099447513812; 0.6754066483533443; 0.736228813559322; 0.7285115303983228; 0.7389937106918238
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.74583333 0.7375     0.76890756 0.70588235 0.67226891]; 0.6414565826330533; 0.6386554621848739; 0.8045073375262054; 0.9013605442176871; 0.8877721943048577; 0.9028475711892797; 0.681592039800995; 0.7445652173913043; 0.6381785624528775; 0.6631853785900783; 0.7341040462427746; 0.6415085448605178; 0.8097909229984701; 0.8322851153039832; 0.8045073375262053
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.71848739 0.7605042  0.67226891 0.72268908 0.63865546]; 0.6323119777158774; 0.6350974930362117; 0.8045073375262054; 0.9083333333333333; 0.9159663865546218; 0.907563025210084; 0.6811594202898551; 0.7704918032786885; 0.629564083457526; 0.6781326781326781; 0.7840909090909091; 0.6379470938897168; 0.8154379020286987; 0.8637316561844863; 0.8045073375262054
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58741259 0.56643357 0.55944056 0.61188811 0.57042254]; 0.5666666666666667; 0.5958333333333333; 0.5828092243186582; 0.40559440559440557; 0.28431372549019607; 0.5833333333333333; 0.5357142857142858; 0.5217391304347826; 0.5648695652173913; 0.5488372093023256; 0.472; 0.6012173913043478; 0.44722222222222224; 0.33752620545073375; 0.5828092243186583
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.72727273 0.70629371 0.72727273 0.7027972  0.70629371]; 0.6820083682008368; 0.6778242677824268; 0.9171907756813418; 0.9965108164689462; 0.9986013986013986; 0.9965034965034965; 0.6666666666666665; 0.6440677966101694; 0.6815380305364898; 0.6637554585152838; 0.628099173553719; 0.6784563664378765; 0.9164021164021164; 0.9077568134171907; 0.9171907756813417
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.69230769 0.71328671 0.64685315 0.66783217 0.69014085]; 0.7166666666666667; 0.6833333333333333; 0.8930817610062893; 0.9574468085106383; 0.9453781512605042; 0.957983193277311; 0.6964285714285715; 0.65; 0.7166666666666667; 0.6724137931034482; 0.65; 0.6833333333333332; 0.8906752411575564; 0.8710691823899371; 0.8930817610062893
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52797203 0.4965035  0.49300699 0.45454545 0.54195804]; 0.5397489539748954; 0.48535564853556484; 0.8679245283018868; 0.9867039888033591; 0.986013986013986; 0.9867132867132867; 0.5045045045045045; 0.5045045045045045; 0.5374085022522522; 0.48962655601659755; 0.4609375; 0.48722550675675674; 0.8668076109936574; 0.859538784067086; 0.8679245283018868
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.46527778 0.48251748 0.52447552 0.47902098 0.53496503]; 0.5126050420168067; 0.5294117647058824; 0.8805031446540881; 1.0; 1.0; 1.0; 0.49565217391304345; 0.5; 0.5120967741935484; 0.5555555555555557; 0.5645161290322581; 0.5278720996038483; 0.8808777429467086; 0.8836477987421384; 0.8805031446540881
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54545455 0.51398601 0.54195804 0.53496503 0.49295775]; 0.5; 0.5166666666666667; 0.8726415094339622; 0.9950877192982457; 0.9929971988795518; 0.9950980392156863; 0.5522388059701493; 0.578125; 0.49441964285714285; 0.5166666666666667; 0.5535714285714286; 0.5189732142857143; 0.8742886704604242; 0.8857442348008385; 0.8726415094339623
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75174825 0.72727273 0.68881119 0.75524476 0.70070423]; 0.6333333333333333; 0.6083333333333333; 0.7175052410901468; 0.750524109014675; 0.7521008403361344; 0.75; 0.683453237410072; 0.7983193277310925; 0.6346968539481909; 0.6594202898550725; 0.7520661157024794; 0.6071254948260296; 0.7284634760705291; 0.7578616352201258; 0.7175052410901468
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.66783217 0.72377622 0.72027972 0.66549296]; 0.6791666666666667; 0.7375; 0.8658280922431866; 0.9174964438122334; 0.9033613445378151; 0.9187675070028011; 0.672340425531915; 0.6694915254237288; 0.6790080577938317; 0.7319148936170213; 0.7049180327868853; 0.7380522367324257; 0.8635394456289979; 0.8490566037735849; 0.8658280922431866
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65972222 0.73611111 0.71328671 0.67132867 0.71678322]; 0.6624472573839663; 0.569620253164557; 0.8380503144654088; 0.9106263194933146; 0.902370990237099; 0.911436541143654; 0.6923076923076923; 0.6818181818181818; 0.6599567099567099; 0.5486725663716814; 0.5904761904761905; 0.5717532467532468; 0.8379653906659675; 0.8375262054507338; 0.8380503144654088
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.9375     0.92708333 0.97916667 0.94791667]; 0.55; 0.5; 0.81; 1.0; 1.0; 1.0; 0.6727272727272727; 0.9135802469135802; 0.5453977183934989; 0.6330275229357798; 0.8961038961038961; 0.5143170082929118; 0.8344226579520697; 0.9623115577889447; 0.8107577689442236
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.98958333 0.96875    0.94791667 0.94791667 0.9375    ]; 0.56875; 0.58125; 0.82625; 0.9937629937629938; 0.9958333333333333; 0.99375; 0.6698564593301435; 0.8333333333333334; 0.5548245614035088; 0.6633165829145728; 0.9565217391304348; 0.6266125179168658; 0.843644544431946; 0.9541984732824428; 0.8284505879925727
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.95833333 0.95833333 0.96875    0.95744681 0.93617021]; 0.5506329113924051; 0.4620253164556962; 0.8017676767676768; 0.9979035639412999; 1.0; 0.9978991596638656; 0.6203208556149733; 0.7945205479452054; 0.5678485092667205; 0.5502645502645502; 0.7878787878787878; 0.5080698287220027; 0.8159437280187575; 0.9230769230769231; 0.8073215940685821
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.78125    0.84375    0.82291667 0.89583333]; 0.45; 0.48125; 0.785; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5463917525773195; 0.6385542168674698; 0.4426537318103583; 0.5829145728643216; 0.7631578947368421; 0.49467418546365916; 0.8027522935779817; 0.8771929824561403; 0.785229907686923
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.92708333 0.85416667 0.85416667 0.85416667]; 0.45625; 0.48125; 0.7875; 1.0; 1.0; 1.0; 0.5396825396825397; 0.6; 0.44666666666666666; 0.5513513513513513; 0.6538461538461539; 0.48545966228893056; 0.8009367681498829; 0.8486352357320099; 0.787038020888675
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.88541667 0.83333333 0.77083333 0.82291667]; 0.49375; 0.54375; 0.805; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.5803108808290155; 0.7088607594936709; 0.4964056883888108; 0.5780346820809248; 0.704225352112676; 0.5599778445956638; 0.8151658767772512; 0.882051282051282; 0.8068792995622264
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.92708333 0.94791667 0.92708333 0.9375     0.96808511]; 0.6415094339622641; 0.5408805031446541; 0.8366834170854272; 1.0; 1.0; 1.0; 0.583941605839416; 0.5333333333333333; 0.6357142857142857; 0.5228758169934641; 0.47619047619047616; 0.5447619047619048; 0.8307291666666667; 0.8015075376884422; 0.8366834170854272
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.97916667 0.91666667 0.95833333 0.89361702 0.9893617 ]; 0.5949367088607594; 0.6518987341772152; 0.8459595959595959; 0.9936842105263158; 0.9915966386554622; 0.9936974789915967; 0.6279069767441862; 0.6428571428571429; 0.5916988416988417; 0.6258503401360545; 0.5974025974025974; 0.6505531505531505; 0.8463476070528966; 0.8421052631578947; 0.845989018347395
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.92708333 0.95833333 0.90625    0.94791667]; 0.59375; 0.5875; 0.835; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6829268292682926; 0.8536585365853658; 0.5870856785490932; 0.6413043478260869; 0.7763157894736842; 0.5964912280701753; 0.847926267281106; 0.9246231155778895; 0.8354458861471536
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.93055556 0.96527778 0.93055556 0.97916667 0.96527778]; 0.5375; 0.5333333333333333; 0.8141666666666667; 1.0; 1.0; 1.0; 0.6837606837606837; 0.9090909090909091; 0.4962121212121212; 0.65; 0.896551724137931; 0.5450500556173526; 0.8396836808051762; 0.9605263157894737; 0.8121888335704125
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.95833333 0.91666667 0.95833333 0.95138889 0.93055556]; 0.6208333333333333; 0.5541666666666667; 0.835; 1.0; 1.0; 1.0; 0.689419795221843; 0.8015873015873016; 0.6113199665831245; 0.6219081272084807; 0.7857142857142857; 0.5686383928571428; 0.8472222222222222; 0.9180602006688964; 0.8352759475105279
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.94444444 0.88888889 0.93055556 0.96527778 0.86805556]; 0.5666666666666667; 0.575; 0.8283333333333334; 1.0; 1.0; 1.0; 0.6438356164383562; 0.7768595041322314; 0.5649003403014098; 0.6357142857142857; 0.7235772357723578; 0.5711903272878882; 0.8405572755417957; 0.8990066225165563; 0.8278590159562648
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.79166667 0.84722222 0.78472222 0.8125     0.81944444]; 0.5625; 0.5083333333333333; 0.8141666666666667; 1.0; 1.0; 1.0; 0.6181818181818183; 0.7264957264957265; 0.5664998957681884; 0.5845070422535212; 0.6859504132231405; 0.5068407528300577; 0.8256450351837373; 0.882943143812709; 0.8143951599462216
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.84027778 0.88194444 0.89583333 0.8943662  0.83098592]; 0.5084033613445378; 0.5378151260504201; 0.8095637583892618; 1.0; 1.0; 1.0; 0.5584905660377358; 0.6607142857142857; 0.5168650793650793; 0.5955882352941176; 0.6982758620689655; 0.5417608818541548; 0.8188347964884277; 0.8754266211604096; 0.8106506043095777
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.88888889 0.84722222 0.85416667 0.86805556]; 0.5291666666666667; 0.5541666666666667; 0.8166666666666667; 1.0; 1.0; 1.0; 0.5767790262172283; 0.6311475409836066; 0.5274381772714644; 0.5931558935361216; 0.6902654867256637; 0.5616681764336979; 0.824; 0.865546218487395; 0.8170706299048545
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.97222222 0.93055556 0.95774648 0.95070423 0.93661972]; 0.5840336134453782; 0.5798319327731093; 0.8277310924369747; 0.9915966386554622; 0.9915966386554622; 0.9915966386554622; 0.6055776892430278; 0.6333333333333333; 0.5836158192090395; 0.6031746031746033; 0.6333333333333333; 0.5793785310734463; 0.8315529991783073; 0.847571189279732; 0.8276641781137277
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.95833333 0.94444444 0.95833333 0.95833333 0.95138889]; 0.5416666666666666; 0.5333333333333333; 0.8108333333333333; 0.9930651872399445; 0.9944444444444445; 0.9930555555555556; 0.6283783783783784; 0.788135593220339; 0.5457071408724646; 0.6477987421383649; 0.8306451612903226; 0.5230812013348165; 0.8299625468164793; 0.920265780730897; 0.8104673385259835
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.97222222 0.95833333 0.95833333 0.97222222 0.95138889]; 0.5791666666666667; 0.6208333333333333; 0.84; 1.0; 1.0; 1.0; 0.5665236051502146; 0.5789473684210527; 0.579156223893066; 0.6459143968871597; 0.6747967479674797; 0.6194496560350219; 0.8413223140495868; 0.8525963149078727; 0.8400626682333725
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; 8; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.96315789 0.95789474 0.95263158 0.96842105 0.96315789]; 0.569620253164557; 0.6329113924050633; 0.8407079646017699; 1.0; 1.0; 1.0; 0.6548223350253807; 0.8431372549019608; 0.5780103452423915; 0.7114427860696518; 0.8827160493827161; 0.626422959756293; 0.8556701030927835; 0.9455696202531646; 0.840840365682138
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; 8; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.94791667 0.9375     0.93229167 0.96315789 0.93684211]; 0.6069182389937107; 0.610062893081761; 0.8435929648241206; 1.0; 1.0; 1.0; 0.7016706443914081; 0.8963414634146342; 0.5975213810579665; 0.7075471698113208; 0.8982035928143712; 0.5947971606455962; 0.8615897720956087; 0.957972805933251; 0.8416939380879538
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.92105263 0.9        0.95789474 0.93684211 0.93085106]; 0.5664556962025317; 0.5506329113924051; 0.8227848101265823; 0.9989462592202318; 1.0; 0.998945147679325; 0.6118980169971672; 0.675; 0.5650641025641026; 0.6055555555555554; 0.7218543046357616; 0.5578968492875778; 0.8315282791817087; 0.8802547770700637; 0.8231462564595602
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.83157895 0.83684211 0.81578947 0.80526316 0.80851064]; 0.5253164556962026; 0.5411392405063291; 0.8132911392405063; 1.0; 1.0; 1.0; 0.596774193548387; 0.8222222222222222; 0.5630448127685697; 0.6489104116222759; 0.7613636363636364; 0.5128246753246752; 0.8297749567224466; 0.9159235668789809; 0.8139366262067861
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.9        0.91578947 0.89473684 0.88421053 0.87368421]; 0.4525316455696203; 0.5063291139240507; 0.7920353982300885; 1.0; 1.0; 1.0; 0.5552699228791773; 0.7248322147651006; 0.46720652654422695; 0.5979381443298969; 0.6987951807228916; 0.49606425702811247; 0.8094962362478285; 0.8848101265822785; 0.7921525380386141
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.83854167 0.83333333 0.83854167 0.84895833 0.86458333]; 0.5625; 0.503125; 0.81; 0.9948186528497409; 1.0; 0.9947916666666667; 0.5906432748538012; 0.6392405063291139; 0.563447413658384; 0.5495750708215298; 0.6381578947368421; 0.5095551378446115; 0.8168674698795181; 0.8582278481012658; 0.8105954055321145
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.94270833 0.95833333 0.88947368 0.91578947 0.94210526]; 0.6320754716981132; 0.5943396226415094; 0.839622641509434; 0.9905362776025236; 0.9874213836477987; 0.9905660377358491; 0.6704225352112676; 0.7300613496932515; 0.6295468038788838; 0.6366197183098592; 0.738562091503268; 0.5995840760546643; 0.8464780252859723; 0.8865069356872636; 0.8397402934396166
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.95263158 0.93684211 0.94736842 0.92631579 0.96315789]; 0.6582278481012658; 0.5379746835443038; 0.8394437420986094; 1.0; 1.0; 1.0; 0.6538461538461539; 0.6538461538461539; 0.6581730769230769; 0.5379746835443039; 0.5; 0.541095890410959; 0.8390367553865652; 0.8264669163545568; 0.8396098986382259
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.96354167 0.96875    0.91578947 0.93157895 0.93684211]; 0.6226415094339622; 0.5754716981132075; 0.8389937106918239; 0.9989528795811519; 1.0; 0.9989517819706498; 0.6774193548387097; 0.8235294117647058; 0.6299465240641711; 0.6321525885558582; 0.7295597484276729; 0.5754716981132075; 0.8488783943329398; 0.9112801013941698; 0.8395351817832272
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.94583333 0.94957983 0.92436975 0.94537815 0.93697479]; 0.6480446927374302; 0.6368715083798883; 0.8626834381551363; 0.9949579831932773; 0.9932885906040269; 0.9949664429530201; 0.7162162162162162; 0.8324607329842932; 0.6347932407436436; 0.6798029556650246; 0.8263473053892215; 0.6487757469354485; 0.8715686274509804; 0.9318658280922432; 0.8626834381551363
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; 10; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94537815 0.96638655 0.92857143 0.94117647 0.95798319]; 0.637883008356546; 0.6295264623955432; 0.8616352201257862; 0.9991603694374475; 1.0; 0.9991596638655462; 0.6976744186046512; 0.8241758241758241; 0.6352517538958217; 0.6779661016949152; 0.7909604519774012; 0.6317439622524368; 0.8702064896755162; 0.9276729559748428; 0.8616352201257861
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.9375     0.91666667 0.93333333 0.925      0.9375    ]; 0.6440677966101694; 0.6129943502824858; 0.8621593291404612; 1.0; 1.0; 1.0; 0.7136363636363636; 0.8351063829787234; 0.6314086131761087; 0.6745843230403801; 0.8554216867469879; 0.627178928479877; 0.8723920426977196; 0.9423480083857443; 0.8621593291404612
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.84583333 0.80416667 0.81512605 0.85294118 0.83613445]; 0.5070028011204482; 0.5238095238095238; 0.8181341719077568; 0.9991617770326907; 0.998324958123953; 0.9991624790619765; 0.6223175965665236; 0.8579881656804734; 0.5247387636913006; 0.6428571428571428; 0.8138297872340425; 0.5075066095933526; 0.8374707259953161; 0.9371069182389937; 0.8181341719077568
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.82083333 0.85833333 0.85       0.83333333 0.82352941]; 0.5267605633802817; 0.5549295774647888; 0.8291404612159329; 1.0; 1.0; 1.0; 0.6216216216216216; 0.7624309392265194; 0.5220200673144091; 0.6325581395348837; 0.7816091954022989; 0.5593128849939671; 0.8426640926640926; 0.9150943396226415; 0.8291404612159329
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8125     0.875      0.80672269 0.8697479  0.85294118]; 0.4957983193277311; 0.5126050420168067; 0.8139412997903563; 0.9991631799163181; 1.0; 0.9991624790619765; 0.5408163265306122; 0.5792349726775956; 0.49364047484454493; 0.5492227979274612; 0.6091954022988506; 0.5149802148106275; 0.8200709579320831; 0.8480083857442348; 0.8139412997903565
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.93333333 0.92083333 0.95378151 0.91176471 0.93697479]; 0.5434173669467787; 0.5882352941176471; 0.8333333333333334; 0.9933222036727881; 0.9966499162479062; 0.9932998324958123; 0.6218097447795824; 0.788235294117647; 0.5545454545454545; 0.6605080831408776; 0.7647058823529411; 0.5794117647058824; 0.8457807953443258; 0.9140461215932913; 0.8333333333333334
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.95833333 0.91666667 0.90756303 0.94957983 0.90756303]; 0.6106442577030813; 0.6134453781512605; 0.8532494758909853; 0.9974895397489539; 0.998324958123953; 0.9974874371859297; 0.6445012787723785; 0.7368421052631579; 0.6157328805885682; 0.6650485436893204; 0.7365591397849462; 0.6080456517638182; 0.8598598598598598; 0.90041928721174; 0.8532494758909854
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.9375     0.90416667 0.91666667 0.92916667 0.90756303]; 0.6140845070422535; 0.5915492957746479; 0.8511530398322851; 0.998330550918197; 0.998330550918197; 0.998330550918197; 0.6821345707656612; 0.7170731707317073; 0.5952032520325203; 0.6027397260273971; 0.7333333333333333; 0.6105691056910569; 0.8575727181544633; 0.8962264150943396; 0.8511530398322852
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.96527778 0.94791667 0.94405594 0.94405594 0.94755245]; 0.5443037974683544; 0.5443037974683544; 0.8857442348008385; 0.9986033519553074; 0.99721059972106; 0.9986052998605299; 0.660377358490566; 0.9051724137931034; 0.55175976061556; 0.6727272727272727; 0.9173553719008265; 0.536263892846965; 0.8951923076923076; 0.9758909853249476; 0.8857442348008385
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.96503497 0.94755245 0.96853147 0.91608392 0.94055944]; 0.5481171548117155; 0.5690376569037657; 0.8883647798742138; 0.9986033519553074; 1.0; 0.9986013986013986; 0.5970149253731344; 0.6956521739130435; 0.5534712482468442; 0.6199261992619925; 0.6774193548387096; 0.5647966339410939; 0.8919330289193302; 0.9213836477987422; 0.8883647798742139
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.94444444 0.92307692 0.92657343 0.94405594 0.93356643]; 0.5756302521008403; 0.5840336134453782; 0.8951781970649895; 1.0; 1.0; 1.0; 0.6159695817490494; 0.7232142857142857; 0.5838293650793651; 0.6597938144329897; 0.7619047619047619; 0.5729166666666666; 0.8992950654582075; 0.9360587002096437; 0.8951781970649896
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.82867133 0.83916084 0.84265734 0.85314685 0.86013986]; 0.5355648535564853; 0.4476987447698745; 0.8715932914046122; 0.9986013986013986; 0.9986013986013986; 0.9986013986013986; 0.6049822064056938; 0.7522123893805309; 0.5467411153251861; 0.5448275862068965; 0.626984126984127; 0.43738586880179803; 0.8775612193903047; 0.9203354297693921; 0.8715932914046122
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.83680556 0.89160839 0.86363636 0.87762238 0.83566434]; 0.4831932773109244; 0.5; 0.8731656184486373; 1.0; 1.0; 1.0; 0.555956678700361; 0.616; 0.476141592920354; 0.5333333333333333; 0.6017699115044248; 0.5048849557522124; 0.8767820773930753; 0.9025157232704403; 0.8731656184486373
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.86363636 0.84265734 0.84265734 0.83566434 0.82167832]; 0.4602510460251046; 0.502092050209205; 0.870020964360587; 1.0; 1.0; 1.0; 0.5376344086021506; 0.6756756756756757; 0.47455658783783783; 0.5734767025089605; 0.625; 0.4926801801801802; 0.875251509054326; 0.9119496855345912; 0.8700209643605871
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.91608392 0.92307692 0.92307692 0.94405594 0.94014085]; 0.49583333333333335; 0.5166666666666667; 0.8537735849056604; 0.9708333333333334; 0.9789915966386554; 0.9705882352941176; 0.550185873605948; 0.6065573770491803; 0.4939566546262851; 0.5606060606060607; 0.6271186440677966; 0.5184773548207835; 0.8585909782057779; 0.8878406708595388; 0.8537735849056604
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93706294 0.95454545 0.90909091 0.95104895 0.92605634]; 0.525; 0.5458333333333333; 0.8810272536687631; 0.9972027972027971; 0.9985994397759104; 0.9971988795518207; 0.5681818181818181; 0.6198347107438017; 0.5242030696576151; 0.5691699604743083; 0.6050420168067226; 0.5463226612959233; 0.8834103749357987; 0.9014675052410901; 0.8810272536687631
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.90277778 0.94791667 0.92708333 0.95833333 0.93706294]; 0.5446808510638298; 0.5531914893617021; 0.8873165618448637; 0.9979152189020153; 0.9986091794158554; 0.9979137691237832; 0.5868725868725868; 0.6333333333333333; 0.5427536231884058; 0.5569620253164557; 0.5739130434782609; 0.5536231884057972; 0.888888888888889; 0.9014675052410901; 0.8873165618448637
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.84375    0.80208333 0.91666667 0.88541667]; 0.725; 0.65625; 0.82625; 0.9156118143459917; 0.9041666666666667; 0.9166666666666667; 0.7283950617283951; 0.8082191780821918; 0.7316957959376477; 0.6540880503144655; 0.7222222222222222; 0.6622474747474748; 0.8251572327044024; 0.8519480519480519; 0.8271788452511344
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.86458333 0.90625    0.94791667 0.96875   ]; 0.6875; 0.63125; 0.86125; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.6478873239436619; 0.5974025974025974; 0.6842434673759975; 0.593103448275862; 0.589041095890411; 0.6278538812785389; 0.8552803129074316; 0.841025641025641; 0.8607567229518449
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.88541667 0.85416667 0.79787234 0.88297872 0.81914894]; 0.689873417721519; 0.6392405063291139; 0.8417721518987342; 0.9606625258799172; 0.9789029535864979; 0.959915611814346; 0.7407407407407406; 0.9210526315789473; 0.6983311938382541; 0.7106598984771573; 0.9090909090909091; 0.6459034792368126; 0.8561565017261219; 0.9538461538461539; 0.843173076923077
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; 4; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.63541667 0.61702128 0.71276596 0.62765957 0.69148936]; 0.5796178343949044; 0.5796178343949044; 0.7977099236641222; 0.9433962264150942; 0.9533898305084746; 0.9427966101694915; 0.5975609756097561; 0.6712328767123288; 0.5856164383561644; 0.6117647058823529; 0.6753246753246753; 0.5814123376623377; 0.8039457459926018; 0.844559585492228; 0.7985297927461139
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; 4; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.71875    0.79166667 0.72916667 0.72340426 0.76595745]; 0.5189873417721519; 0.5189873417721519; 0.8042929292929293; 0.9937106918238993; 0.9957983193277311; 0.9936974789915967; 0.5730337078651685; 0.53125; 0.515625; 0.5421686746987951; 0.6; 0.5228915662650603; 0.8112058465286236; 0.8141809290953546; 0.8039573052787476
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.58333333 0.625      0.65957447 0.63829787]; 0.4810126582278481; 0.4810126582278481; 0.7840909090909091; 0.9853862212943632; 0.9915966386554622; 0.9852941176470589; 0.5060240963855421; 0.5316455696202531; 0.48101265822784806; 0.4743589743589744; 0.4805194805194805; 0.48100048100048104; 0.7865168539325842; 0.799492385786802; 0.7841683034461647
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.88541667 0.92708333 0.90625    0.91489362]; 0.6540880503144654; 0.6163522012578616; 0.8542713567839196; 1.0; 1.0; 1.0; 0.6583850931677019; 0.6625; 0.6540348101265823; 0.6666666666666666; 0.6559139784946236; 0.608260019550342; 0.8588807785888077; 0.8567961165048543; 0.8541793082524272
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; 4; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.87234043 0.92553191 0.90425532 0.90425532 0.88297872]; 0.6410256410256411; 0.6410256410256411; 0.8465473145780051; 0.9826839826839826; 0.9659574468085106; 0.9829787234042553; 0.6888888888888889; 0.775; 0.6375; 0.6626506024096386; 0.7746478873239436; 0.6520298260149129; 0.8514851485148514; 0.8911917098445595; 0.8471110064374313
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.875      0.88541667 0.89583333 0.92553191]; 0.6729559748427673; 0.6540880503144654; 0.8492462311557789; 0.9723991507430998; 0.9581589958158996; 0.9728033472803348; 0.7011494252873564; 0.7625; 0.6723892405063291; 0.6857142857142856; 0.7894736842105263; 0.6597970830691186; 0.8536585365853657; 0.8860759493670886; 0.849521765207235
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.93055556 0.9375     0.90277778 0.93055556 0.86805556]; 0.7041666666666667; 0.675; 0.8691666666666666; 0.9888579387186631; 0.9861111111111112; 0.988888888888889; 0.7543252595155711; 0.872; 0.6968695652173913; 0.7214285714285714; 0.8416666666666667; 0.675; 0.8780108780108781; 0.9338842975206612; 0.8686228210292382
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.8125     0.83333333 0.88888889 0.92253521 0.83802817]; 0.6554621848739496; 0.6974789915966386; 0.8531879194630873; 0.9707927677329623; 0.9748603351955307; 0.9706703910614526; 0.6639344262295083; 0.7570093457943925; 0.664764214881929; 0.7372262773722628; 0.8487394957983193; 0.6974789915966388; 0.8585286984640258; 0.9092465753424658; 0.8542943403028118
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.88888889 0.88888889 0.92957746 0.82394366 0.88732394]; 0.5882352941176471; 0.6470588235294118; 0.8361344537815126; 0.9817671809256662; 0.9803921568627451; 0.9817927170868347; 0.6573426573426573; 0.734375; 0.5762784090909091; 0.6818181818181819; 0.7758620689655172; 0.6502261164499717; 0.8456057007125891; 0.8885191347753744; 0.8356008237544105
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.70138889 0.74305556 0.65277778 0.70833333]; 0.49166666666666664; 0.5125; 0.7558333333333334; 0.9260273972602739; 0.9388888888888889; 0.925; 0.5413533834586467; 0.6101694915254238; 0.49360933592664635; 0.5714285714285714; 0.6046511627906976; 0.5050282840980514; 0.7691095350669818; 0.8039538714991763; 0.7552652999991666
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; 6; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.69014085 0.67605634 0.64084507 0.64788732 0.6971831 ]; 0.559322033898305; 0.5169491525423728; 0.8155668358714044; 1.0; 1.0; 1.0; 0.6388888888888888; 0.7301587301587301; 0.546897546897547; 0.5289256198347109; 0.6095238095238096; 0.5261359505634315; 0.8241935483870969; 0.8720136518771331; 0.8160403829855465
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.63888889 0.61111111 0.6875     0.68055556 0.6056338 ]; 0.5313807531380753; 0.5523012552301255; 0.8168896321070234; 1.0; 1.0; 1.0; 0.5555555555555556; 0.5737704918032787; 0.5304749894913829; 0.5286343612334801; 0.5607476635514018; 0.5531011045029737; 0.8170426065162908; 0.8316326530612245; 0.8171321160042964
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.86111111 0.88194444 0.90972222 0.89583333 0.91549296]; 0.6192468619246861; 0.6401673640167364; 0.8168896321070234; 0.9426229508196721; 0.9610027855153204; 0.9415041782729805; 0.6403162055335968; 0.7714285714285715; 0.6357142857142857; 0.6838235294117647; 0.744; 0.6351578947368421; 0.8257756563245823; 0.8811544991511036; 0.8178424884552882
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.90140845 0.88028169 0.88028169 0.88732394 0.86619718]; 0.6864406779661016; 0.673728813559322; 0.8570219966159053; 0.9747191011235955; 0.9774647887323944; 0.9746478873239437; 0.6991869918699187; 0.7818181818181819; 0.6924963924963925; 0.6907630522088354; 0.7049180327868853; 0.6726344549899339; 0.859983429991715; 0.8841567291311755; 0.8572044149857557
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.86805556 0.85416667 0.82394366 0.80985915 0.88028169]; 0.6638655462184874; 0.5882352941176471; 0.8369747899159664; 0.9778393351800554; 0.988795518207283; 0.9775910364145659; 0.6721311475409837; 0.7454545454545455; 0.6696022727272728; 0.6287878787878788; 0.6535433070866141; 0.5835284103000639; 0.8422764227642277; 0.8720538720538721; 0.8370336474363319
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.85416667 0.890625   0.84736842 0.84210526 0.86315789]; 0.5974842767295597; 0.6226415094339622; 0.8125786163522013; 0.9474789915966387; 0.9454926624737946; 0.9475890985324948; 0.6831683168316832; 0.8313253012048193; 0.586715282181357; 0.6875; 0.8627450980392157; 0.6313725490196078; 0.828735632183908; 0.9057788944723618; 0.8124612356492791
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.890625   0.89473684 0.92631579 0.91052632 0.90526316]; 0.6182965299684543; 0.6277602523659306; 0.8366960907944514; 0.9791666666666667; 0.9873949579831933; 0.9789915966386555; 0.6492753623188405; 0.7368421052631579; 0.6229665071770335; 0.6810810810810811; 0.7875; 0.626234076433121; 0.8453731343283581; 0.8984771573604061; 0.8370831902090251
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.89473684 0.88947368 0.88421053 0.88947368 0.84736842]; 0.680379746835443; 0.6360759493670886; 0.8628318584070797; 0.9989462592202318; 0.9978947368421053; 0.9989473684210526; 0.7262872628726287; 0.8758169934640523; 0.6863747544007378; 0.6742209631728046; 0.7828947368421053; 0.6414473684210527; 0.8701376421304609; 0.9320512820512821; 0.8637812519982095
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.609375   0.65625    0.625      0.63541667 0.65789474]; 0.47335423197492166; 0.4952978056426332; 0.7305764411027569; 0.8935721812434141; 0.8851774530271399; 0.8945720250521921; 0.4939759036144578; 0.5125; 0.4732311320754716; 0.5222551928783382; 0.5534591194968553; 0.4954795597484276; 0.7342398022249691; 0.7443609022556391; 0.7305764411027569
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.64583333 0.60526316 0.58421053 0.66315789]; 0.48427672955974843; 0.5094339622641509; 0.7987421383647799; 1.0; 1.0; 1.0; 0.514792899408284; 0.5506329113924051; 0.48469145569620253; 0.515527950310559; 0.5533333333333333; 0.5117857142857143; 0.801734820322181; 0.824203821656051; 0.7990584325671559
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.55208333 0.62631579 0.62631579 0.69473684 0.65789474]; 0.5457413249211357; 0.5205047318611987; 0.805170239596469; 0.9864158829676071; 0.9915966386554622; 0.986344537815126; 0.5838150289017341; 0.6011904761904762; 0.5422059763502717; 0.5220125786163522; 0.5570469798657718; 0.522571108980505; 0.809376927822332; 0.8272383354350568; 0.8051702395964692
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.89583333 0.92708333 0.86315789 0.83684211 0.85789474]; 0.6855345911949685; 0.5911949685534591; 0.8220125786163522; 0.9448491155046826; 0.9517819706498952; 0.9444444444444444; 0.6835443037974684; 0.7105263157894737; 0.6865884590995561; 0.6107784431137726; 0.6455696202531646; 0.5915348101265823; 0.824332712600869; 0.843710292249047; 0.8222287451282595
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.84895833 0.85416667 0.86315789 0.87368421 0.82105263]; 0.7044025157232704; 0.6540880503144654; 0.8528301886792453; 0.9680170575692963; 0.9517819706498952; 0.9685534591194968; 0.7283236994219654; 0.7590361445783133; 0.7018864933417883; 0.6474358974358974; 0.7062937062937062; 0.6588611388611388; 0.8533834586466167; 0.8664122137404581; 0.8529822262732142
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.83333333 0.875      0.87894737 0.84210526 0.80526316]; 0.6415094339622641; 0.5911949685534591; 0.8345911949685535; 0.9798941798941798; 0.9706498951781971; 0.9800838574423482; 0.6779661016949153; 0.7792207792207793; 0.6457079505859994; 0.6348314606741573; 0.6726190476190477; 0.5863095238095238; 0.8410876132930514; 0.8710888610763454; 0.8344066302853282
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.89583333 0.8875     0.92436975 0.87815126 0.91176471]; 0.6610644257703081; 0.6722689075630253; 0.8548218029350105; 0.9670886075949368; 0.9597989949748744; 0.9673366834170855; 0.6936708860759494; 0.7784090909090909; 0.6626852084379709; 0.7167070217917676; 0.8176795580110497; 0.6702034153691613; 0.8610135474159559; 0.89937106918239; 0.8548218029350105
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.85833333 0.87083333 0.86554622 0.85294118 0.84033613]; 0.6302521008403361; 0.6302521008403361; 0.8375262054507338; 0.9618573797678275; 0.9715242881072027; 0.9614740368509214; 0.6972477064220184; 0.8397790055248618; 0.6272758663987945; 0.6748768472906403; 0.7784090909090909; 0.6322984681064792; 0.8486328125; 0.910901467505241; 0.8375262054507336
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.825      0.87083333 0.87083333 0.83333333 0.88655462]; 0.6309859154929578; 0.6816901408450704; 0.8558700209643606; 0.9742738589211618; 0.9799666110183639; 0.9741235392320535; 0.6288951841359773; 0.6166666666666667; 0.6311904761904762; 0.6869806094182825; 0.7085714285714285; 0.6820634920634921; 0.856696195935383; 0.8616352201257862; 0.8558700209643606
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; 10; svd_trunc_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.61666667 0.65833333 0.67083333 0.7125     0.675     ]; 0.5225988700564972; 0.5112994350282486; 0.7416142557651991; 0.8785197103781174; 0.91; 0.8741666666666668; 0.5185185185185186; 0.5384615384615384; 0.5232848232848232; 0.5506493506493506; 0.572972972972973; 0.5083799776107468; 0.7508842849924203; 0.7788259958071279; 0.7416142557651992
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.65833333 0.70168067 0.61344538 0.6512605  0.66386555]; 0.4776536312849162; 0.5391061452513967; 0.8155136268343816; 1.0; 1.0; 1.0; 0.5265822784810126; 0.5714285714285714; 0.47605519480519487; 0.5454545454545455; 0.5625; 0.5394917582417582; 0.8194871794871795; 0.8375262054507338; 0.8155136268343816
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67226891 0.6092437  0.65966387 0.63865546 0.6512605 ]; 0.5459610027855153; 0.532033426183844; 0.8139412997903563; 0.9798994974874372; 0.9831932773109243; 0.9798319327731093; 0.5676392572944297; 0.622093023255814; 0.5490144260664096; 0.5902439024390245; 0.6470588235294118; 0.5270177838577291; 0.8207975769813226; 0.8522012578616353; 0.8139412997903563
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.86666667 0.87083333 0.8875     0.89583333 0.8697479 ]; 0.6281690140845071; 0.6309859154929578; 0.8218029350104822; 0.9362054681027341; 0.9432387312186978; 0.9357262103505842; 0.6930232558139535; 0.8277777777777777; 0.6253174603174603; 0.6797066014669928; 0.7942857142857143; 0.6332539682539682; 0.8338220918866079; 0.8941299790356394; 0.8218029350104822
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.85294118 0.82773109 0.85714286 0.85714286 0.80084746]; 0.7472222222222222; 0.7333333333333333; 0.8841719077568134; 0.9710884353741498; 0.9612794612794613; 0.9713804713804715; 0.7407407407407407; 0.7471264367816092; 0.7472191323692993; 0.7446808510638299; 0.7526881720430108; 0.7326659251019652; 0.883867577509196; 0.8815513626834381; 0.8841719077568135
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8625     0.925      0.8625     0.87083333 0.88235294]; 0.6507042253521127; 0.6253521126760564; 0.8422431865828093; 0.9634551495016612; 0.9682804674457429; 0.9632721202003338; 0.6945812807881773; 0.8103448275862069; 0.6537911983234901; 0.6825775656324582; 0.7900552486187845; 0.6220391185622658; 0.8516510596352884; 0.9056603773584906; 0.8422431865828092
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86013986 0.87062937 0.87762238 0.90909091 0.88028169]; 0.6833333333333333; 0.6583333333333333; 0.8841719077568134; 0.9562803608605136; 0.9649859943977591; 0.9558823529411765; 0.7226277372262773; 0.825; 0.6833333333333333; 0.7092198581560284; 0.8333333333333334; 0.6583333333333333; 0.8893340010015022; 0.9308176100628931; 0.8841719077568134
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.86458333 0.84722222 0.88111888 0.86363636 0.87412587]; 0.6540084388185654; 0.6624472573839663; 0.8920335429769392; 0.9695290858725762; 0.9762900976290098; 0.9693165969316597; 0.698529411764706; 0.7916666666666666; 0.6522435897435896; 0.6923076923076923; 0.7692307692307693; 0.6637820512820514; 0.8957489878542509; 0.9276729559748428; 0.8920335429769393
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82867133 0.88811189 0.87412587 0.84265734 0.8943662 ]; 0.625; 0.6458333333333334; 0.8867924528301887; 0.9710656316160903; 0.9635854341736695; 0.9712885154061626; 0.6370967741935484; 0.6370967741935484; 0.6245828698553948; 0.6046511627906976; 0.5603448275862069; 0.643075639599555; 0.8851063829787232; 0.8721174004192872; 0.8867924528301887
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65625    0.625      0.62937063 0.63986014 0.63986014]; 0.5358649789029536; 0.5189873417721519; 0.8018867924528302; 0.8933518005540165; 0.899581589958159; 0.8926080892608089; 0.5895522388059702; 0.6638655462184874; 0.5353226036177182; 0.5546875; 0.6016949152542372; 0.5193348525851018; 0.8079268292682927; 0.8333333333333334; 0.8018867924528302
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64335664 0.66083916 0.62237762 0.63286713 0.63380282]; 0.5583333333333333; 0.5375; 0.8862683438155137; 1.0; 1.0; 1.0; 0.5619834710743802; 0.6071428571428571; 0.5613839285714286; 0.5612648221343872; 0.5546875; 0.5362723214285714; 0.8871554862194487; 0.8941299790356394; 0.8862683438155136
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59027778 0.61538462 0.61538462 0.64685315 0.68531469]; 0.5042016806722689; 0.5462184873949579; 0.8815513626834381; 1.0; 1.0; 1.0; 0.48695652173913045; 0.49557522123893805; 0.503787610619469; 0.5714285714285714; 0.576; 0.5446371681415929; 0.8819226750261233; 0.8846960167714885; 0.8815513626834381
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.875      0.86458333 0.87062937 0.88111888 0.87762238]; 0.6329113924050633; 0.6413502109704642; 0.8548218029350105; 0.9267271458478715; 0.9260808926080892; 0.9267782426778243; 0.6947368421052632; 0.7674418604651163; 0.6198320413436693; 0.6743295019157088; 0.8148148148148148; 0.6554694229112834; 0.8600303183425972; 0.8920335429769392; 0.8548218029350104
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.87762238 0.85664336 0.84615385 0.81468531 0.84859155]; 0.6333333333333333; 0.6833333333333333; 0.8878406708595388; 0.9651324965132497; 0.969187675070028; 0.9649859943977591; 0.6666666666666667; 0.7586206896551724; 0.6373748609566184; 0.7164179104477612; 0.7741935483870968; 0.6802002224694106; 0.8911495422177009; 0.9182389937106918; 0.8878406708595387
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88461538 0.88461538 0.8986014  0.86013986 0.88732394]; 0.6625; 0.675; 0.9082809224318659; 0.9887798036465637; 0.9873949579831933; 0.988795518207283; 0.6639004149377593; 0.6201550387596899; 0.6659333752357008; 0.6722689075630253; 0.7207207207207207; 0.6781898177247014; 0.9081364829396326; 0.9067085953878407; 0.9082809224318658
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.86458333 0.83333333 0.875      0.80208333 0.85416667]; 0.61875; 0.625; 0.78375; 0.8916666666666667; 0.8916666666666667; 0.8916666666666666; 0.6995073891625615; 0.8452380952380952; 0.606829573934837; 0.6938775510204082; 0.8192771084337349; 0.6174307620090753; 0.8031854379977248; 0.8673218673218673; 0.7822614425667861
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.83333333 0.83333333 0.85416667 0.77659574 0.81914894]; 0.6139240506329114; 0.5949367088607594; 0.8118686868686869; 0.9480519480519479; 0.9201680672268907; 0.949579831932773; 0.6211180124223603; 0.6024096385542169; 0.6145381526104419; 0.5555555555555555; 0.6349206349206349; 0.6016708437761069; 0.8057366362451108; 0.8046875; 0.8116574754901961
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.76041667 0.80208333 0.75       0.82291667]; 0.6125; 0.64375; 0.82625; 0.9586776859504132; 0.9666666666666667; 0.9583333333333334; 0.6770833333333333; 0.7386363636363636; 0.5984848484848485; 0.6815642458100559; 0.7261904761904762; 0.6394110275689222; 0.8374269005847953; 0.8689320388349514; 0.8249299369432488
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.46875    0.48958333 0.48958333 0.4375     0.58333333]; 0.61875; 0.475; 0.57625; 0.6225680933852139; 0.6666666666666666; 0.5958333333333333; 0.6211180124223602; 0.6756756756756757; 0.6227215587680703; 0.48148148148148145; 0.4875; 0.475; 0.5949820788530465; 0.631979695431472; 0.5770735915581006
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.52083333 0.55208333 0.5        0.46875    0.4893617 ]; 0.49056603773584906; 0.5220125786163522; 0.8027638190954773; 1.0; 1.0; 1.0; 0.5149700598802395; 0.524390243902439; 0.4894678492239468; 0.5365853658536586; 0.5789473684210527; 0.5244134432466708; 0.8059332509270705; 0.8211586901763224; 0.802809921529264
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.58333333 0.5106383  0.54255319 0.55319149 0.54255319]; 0.5286624203821656; 0.5286624203821656; 0.8078880407124682; 0.9936575052854123; 0.9957627118644068; 0.9936440677966102; 0.4788732394366197; 0.44155844155844154; 0.5270292207792208; 0.5194805194805194; 0.5194805194805194; 0.5284902597402596; 0.8036410923276983; 0.7923076923076923; 0.8077700077700076
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; 4; svd_trunc_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.76041667 0.8125     0.82291667 0.8125     0.77659574]; 0.6981132075471698; 0.6792452830188679; 0.8228643216080402; 0.9078947368421051; 0.8661087866108786; 0.9121338912133892; 0.7; 0.7368421052631579; 0.6997463538363983; 0.718232044198895; 0.7303370786516854; 0.6723113964686999; 0.823086574654956; 0.8118811881188119; 0.8230324307940998
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.875      0.84375    0.82291667 0.83333333]; 0.6125; 0.6625; 0.84; 0.9745762711864409; 0.9583333333333334; 0.9750000000000001; 0.651685393258427; 0.6666666666666666; 0.6073059360730593; 0.6896551724137931; 0.7792207792207793; 0.6667188233453294; 0.8446601941747574; 0.8613861386138614; 0.8397839783978397
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.72916667 0.8125     0.76041667 0.79166667]; 0.625; 0.60625; 0.8325; 0.9768421052631578; 0.9666666666666667; 0.9770833333333335; 0.6808510638297871; 0.7901234567901234; 0.6229098296608845; 0.6834170854271358; 0.8717948717948718; 0.6127267041901188; 0.8445475638051043; 0.9122807017543859; 0.8326989543684647
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.80555556 0.83333333 0.75694444 0.83333333 0.79861111]; 0.5625; 0.5541666666666667; 0.7425; 0.8643356643356643; 0.8583333333333333; 0.8652777777777778; 0.6181818181818182; 0.7391304347826086; 0.5695652173913043; 0.563265306122449; 0.6509433962264151; 0.5642776682624613; 0.7497975708502024; 0.7969018932874354; 0.7441698480976757
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.74305556 0.78472222 0.79861111 0.80555556 0.8125    ]; 0.65; 0.6375; 0.8175; 0.9302325581395349; 0.8888888888888888; 0.9333333333333332; 0.6744186046511629; 0.75; 0.6532258064516128; 0.6588235294117646; 0.6774193548387096; 0.636123470522803; 0.8176519567027477; 0.8183333333333334; 0.8174999999999999
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.8125     0.86805556 0.79861111 0.79166667 0.77083333]; 0.5708333333333333; 0.6208333333333333; 0.8066666666666666; 0.9467787114845939; 0.9388888888888889; 0.9472222222222223; 0.5829959514170041; 0.6486486486486487; 0.5762623088204484; 0.6160337552742615; 0.6517857142857143; 0.6227678571428572; 0.8063439065108515; 0.8284734133790738; 0.807267500854853
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; 6; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.6056338  0.55633803 0.54929577 0.57042254 0.59285714]; 0.5042372881355932; 0.5084745762711864; 0.5711864406779661; 0.6105563480741798; 0.6045197740112994; 0.6144067796610169; 0.5650557620817844; 0.6333333333333333; 0.5020114942528735; 0.5766423357664233; 0.6171875; 0.4984085648148149; 0.5932475884244373; 0.6129568106312292; 0.5703192357654416
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.49305556 0.51388889 0.51388889 0.54166667 0.56944444]; 0.49166666666666664; 0.5625; 0.8108333333333333; 1.0; 1.0; 1.0; 0.5343511450381679; 0.5223880597014925; 0.48760912419036884; 0.5882352941176471; 0.6097560975609756; 0.5612883051907442; 0.8164915117219079; 0.8184764991896273; 0.8106104622877811
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.5625     0.52083333 0.53472222 0.46478873 0.5       ]; 0.4369747899159664; 0.453781512605042; 0.7726510067114094; 0.9902097902097903; 0.9888268156424581; 0.9902234636871509; 0.40707964601769914; 0.36507936507936506; 0.44146825396825395; 0.39252336448598135; 0.3620689655172414; 0.45152628603730915; 0.7653679653679653; 0.7366666666666667; 0.7728941441441441
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.83802817 0.76760563 0.83098592 0.8028169  0.79577465]; 0.6228813559322034; 0.614406779661017; 0.7918781725888325; 0.9032258064516129; 0.8676056338028169; 0.9070422535211267; 0.6509803921568628; 0.6693548387096774; 0.6203917050691243; 0.6192468619246861; 0.6324786324786325; 0.6145586439704087; 0.7908163265306123; 0.7802013422818792; 0.7919778042467416
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.76388889 0.75       0.86805556 0.82394366 0.84507042]; 0.6386554621848739; 0.6428571428571429; 0.839765100671141; 0.9715909090909092; 0.9553072625698324; 0.9720670391061453; 0.6692307692307692; 0.71900826446281; 0.6372819100091828; 0.6586345381526103; 0.7068965517241379; 0.644431882419446; 0.8425391591096455; 0.8588235294117647; 0.8397970243373732
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79166667 0.77083333 0.8125     0.80985915 0.77464789]; 0.6680672268907563; 0.6302521008403361; 0.8422818791946308; 0.9703808180535967; 0.9608938547486033; 0.9706703910614527; 0.6519823788546255; 0.6727272727272727; 0.6683948863636364; 0.6641221374045801; 0.7016129032258065; 0.6271222410865874; 0.8430717863105176; 0.8530405405405406; 0.8423536036036037
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.78947368 0.77368421 0.78421053 0.78947368 0.73404255]; 0.6582278481012658; 0.6455696202531646; 0.7936708860759494; 0.8881856540084387; 0.8881856540084389; 0.888185654008439; 0.6470588235294118; 0.6265822784810127; 0.6582278481012659; 0.6363636363636362; 0.6282051282051282; 0.6453525641025641; 0.7912932138284251; 0.7842639593908629; 0.7936471312105828
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.77604167 0.84375    0.76842105 0.74210526 0.72631579]; 0.5566037735849056; 0.6163522012578616; 0.8182389937106919; 0.9729166666666665; 0.9790356394129979; 0.9727463312368971; 0.6356589147286821; 0.8092105263157895; 0.5672558655675333; 0.6919191919191919; 0.8303030303030303; 0.607961972667855; 0.8341939185312678; 0.9156171284634761; 0.8183613280508335
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.6875     0.703125   0.69473684 0.71578947 0.75263158]; 0.6572327044025157; 0.6918238993710691; 0.8352201257861636; 0.9420442571127503; 0.9371069182389937; 0.9423480083857442; 0.712401055408971; 0.7941176470588235; 0.6470588235294117; 0.7167630057803468; 0.8551724137931035; 0.7050428542953956; 0.8434886499402627; 0.8914141414141414; 0.8354313814840131
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.47395833 0.56315789 0.49473684 0.52105263]; 0.5754716981132075; 0.5094339622641509; 0.6018867924528302; 0.6698841698841698; 0.7274633123689728; 0.6415094339622641; 0.5945945945945945; 0.6073619631901841; 0.5746487235305759; 0.543859649122807; 0.5923566878980892; 0.5104640582347589; 0.630040911747516; 0.6762860727728983; 0.6016991524015816
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.56842105 0.57894737 0.55789474 0.52105263 0.58510638]; 0.5569620253164557; 0.5126582278481012; 0.8139240506329114; 1.0; 1.0; 1.0; 0.5424836601307189; 0.5220125786163522; 0.5571846332572207; 0.4761904761904762; 0.4430379746835443; 0.5126582278481012; 0.810077519379845; 0.7926675094816688; 0.8139509917497063
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.56315789 0.57368421 0.52105263 0.51578947]; 0.509493670886076; 0.4873417721518987; 0.7907711757269279; 0.9853249475890985; 0.9894736842105263; 0.9852631578947368; 0.5454545454545454; 0.58125; 0.508573717948718; 0.5; 0.5159235668789809; 0.4875215318671634; 0.7955528103767758; 0.8131313131313131; 0.7907428717555299
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; 8; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.78125    0.72395833 0.77604167 0.77894737 0.73157895]; 0.6069182389937107; 0.6446540880503144; 0.7832914572864321; 0.8870116156283; 0.8786610878661087; 0.8880753138075314; 0.6478873239436619; 0.732484076433121; 0.6084780630612809; 0.6705539358600583; 0.71875; 0.6441851265822784; 0.790273556231003; 0.8176100628930818; 0.7833345170174317
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.70833333 0.78125    0.74736842 0.77368421 0.73157895]; 0.6666666666666666; 0.7421383647798742; 0.8465408805031447; 0.9397849462365591; 0.9161425576519916; 0.941299790356394; 0.6344827586206896; 0.6052631578947368; 0.6640773620798985; 0.7112676056338029; 0.6352201257861635; 0.7421383647798743; 0.8377659574468084; 0.799492385786802; 0.8461302327936504
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.75789474 0.75263158 0.75789474 0.77894737 0.73404255]; 0.6708860759493671; 0.6170886075949367; 0.8234177215189873; 0.9414316702819957; 0.9156118143459916; 0.9430379746835444; 0.6848484848484848; 0.6890243902439024; 0.6701700898587934; 0.6158730158730159; 0.6643835616438356; 0.6204270749395648; 0.8219527760051053; 0.8214285714285714; 0.823402727925341
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77731092 0.72689076 0.7605042  0.81512605 0.74576271]; 0.6527777777777778; 0.6277777777777778; 0.7620545073375262; 0.8397699260476582; 0.8602693602693603; 0.8358585858585859; 0.7126436781609196; 0.8469945355191257; 0.6494859683245346; 0.6926605504587156; 0.8531073446327684; 0.6314717051032694; 0.7825670498084292; 0.8563941299790356; 0.7620545073375262
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; 10; svd_trunc_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.77916667 0.7375     0.75833333 0.75833333 0.75833333]; 0.652542372881356; 0.6638418079096046; 0.8558700209643606; 0.9720101781170483; 0.955; 0.9725; 0.6328358208955224; 0.6162790697674418; 0.6515461282903143; 0.6647887323943662; 0.6483516483516484; 0.6642921032455916; 0.8528624933119315; 0.8354297693920335; 0.8558700209643606
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.76666667 0.70416667 0.71848739 0.76470588 0.76890756]; 0.6358543417366946; 0.6554621848739496; 0.8291404612159329; 0.9380831212892282; 0.9262981574539364; 0.9388609715242882; 0.6614583333333334; 0.6939890710382514; 0.6343508573582062; 0.6630136986301369; 0.6954022988505747; 0.6564443188241944; 0.8309128630705395; 0.839622641509434; 0.8291404612159329
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52083333 0.52083333 0.55042017 0.50420168 0.53361345]; 0.5350140056022409; 0.5266106442577031; 0.7316561844863732; 0.8511354079058032; 0.847571189279732; 0.8517587939698492; 0.5337078651685394; 0.5307262569832403; 0.5350260498399347; 0.5318559556786704; 0.5393258426966292; 0.5266461615717783; 0.7313746065057712; 0.7306079664570231; 0.7316561844863732
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55882353 0.55462185 0.54201681 0.51680672 0.5720339 ]; 0.5055555555555555; 0.5444444444444444; 0.8207547169811321; 1.0; 1.0; 1.0; 0.5291005291005291; 0.5235602094240838; 0.5043836550078998; 0.5340909090909091; 0.5562130177514792; 0.5451222156820223; 0.821689259645464; 0.8259958071278826; 0.8207547169811321
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.54166667 0.52083333 0.52083333 0.53361345 0.47058824]; 0.5112359550561798; 0.5224719101123596; 0.8170859538784067; 0.9958228905597327; 0.9966555183946488; 0.995819397993311; 0.49418604651162784; 0.4913294797687861; 0.5106920622887646; 0.5142857142857142; 0.4918032786885246; 0.5233582867431062; 0.8154415653093602; 0.8081761006289309; 0.8170859538784068
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; 10; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70833333 0.78333333 0.74583333 0.775      0.76470588]; 0.6957746478873239; 0.676056338028169; 0.8149895178197065; 0.8865619546247819; 0.8480801335559266; 0.8914858096828048; 0.6949152542372882; 0.6758241758241759; 0.6962935908022614; 0.6483180428134556; 0.6127167630057804; 0.6744902496347583; 0.8067870826491517; 0.7725366876310272; 0.8149895178197065
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.79831933 0.76470588 0.74369748 0.75630252 0.7605042 ]; 0.637883008356546; 0.6796657381615598; 0.8522012578616353; 0.9681309216192937; 0.9445378151260504; 0.9689075630252101; 0.6107784431137725; 0.5828571428571429; 0.6365372670807453; 0.6742209631728046; 0.6467391304347826; 0.6805124223602484; 0.8474025974025974; 0.8207547169811321; 0.8522012578616353
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.775      0.7605042  0.77731092 0.78151261]; 0.5518207282913166; 0.5770308123249299; 0.8024109014675053; 0.9426086956521739; 0.9078726968174204; 0.9447236180904521; 0.5698924731182795; 0.585635359116022; 0.5513404068307384; 0.5863013698630137; 0.6079545454545454; 0.5774579357106981; 0.8002119766825649; 0.7914046121593291; 0.8024109014675052
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.75347222 0.81468531 0.75874126 0.79020979 0.83916084]; 0.6176470588235294; 0.5168067226890757; 0.8359538784067087; 0.9239516702203268; 0.9078212290502793; 0.9252793296089387; 0.6285714285714286; 0.6695652173913044; 0.6193354542241074; 0.5454545454545455; 0.5609756097560976; 0.515270413573701; 0.8356955380577428; 0.8343815513626834; 0.8359538784067087
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; 12; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.77083333 0.77777778 0.75347222 0.78125    0.73776224]; 0.7021276595744681; 0.6510638297872341; 0.879979035639413; 0.9453513129879347; 0.9262865090403338; 0.9464534075104312; 0.7154471544715446; 0.7333333333333333; 0.7014492753623188; 0.6796875; 0.7565217391304347; 0.6532608695652175; 0.880167451596023; 0.8815513626834381; 0.8799790356394129
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.79370629 0.73776224 0.72027972 0.70629371 0.74647887]; 0.675; 0.6541666666666667; 0.8925576519916143; 0.9688826025459688; 0.9593837535014006; 0.9691876750700281; 0.708955223880597; 0.811965811965812; 0.6783406295601417; 0.6914498141263941; 0.7560975609756098; 0.6515530539920784; 0.8949256791389031; 0.9150943396226415; 0.8925576519916142
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58041958 0.56643357 0.59090909 0.54195804 0.5915493 ]; 0.5166666666666667; 0.55; 0.7620545073375262; 0.8380281690140845; 0.8333333333333334; 0.8389355742296919; 0.5433070866141733; 0.5702479338842975; 0.5162164039169387; 0.5573770491803279; 0.5714285714285714; 0.5501770956316411; 0.7632950990615225; 0.7672955974842768; 0.7620545073375262
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.55594406 0.54545455 0.52097902 0.52797203 0.55244755]; 0.5230125523012552; 0.5313807531380753; 0.8794549266247379; 0.9972027972027973; 0.9972027972027973; 0.9972027972027973; 0.5403225806451614; 0.5630252100840336; 0.5231792717086834; 0.5519999999999999; 0.575; 0.5311974789915966; 0.8807053941908713; 0.889937106918239; 0.8794549266247379
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.4965035  0.53146853 0.54195804 0.59090909 0.55944056]; 0.47280334728033474; 0.5146443514644351; 0.8621593291404612; 0.9853044086773969; 0.9846153846153847; 0.9853146853146854; 0.48360655737704916; 0.4645669291338583; 0.4733548931383577; 0.5126050420168068; 0.5446428571428571; 0.516415916760405; 0.8623757195185767; 0.8637316561844863; 0.8621593291404612
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.75694444 0.78125    0.74825175 0.76573427 0.74475524]; 0.6413502109704642; 0.6666666666666666; 0.8296645702306079; 0.8832487309644671; 0.8493723849372385; 0.8877266387726639; 0.6188340807174887; 0.6; 0.6401639344262295; 0.6609442060085836; 0.6311475409836066; 0.6677476835352816; 0.8228882833787465; 0.7914046121593291; 0.8296645702306079
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.79513889 0.74305556 0.74825175 0.79020979 0.71678322]; 0.6033755274261603; 0.6118143459915611; 0.8432914046121593; 0.9191123836793128; 0.895397489539749; 0.9211994421199441; 0.6147540983606558; 0.5952380952380952; 0.603925353925354; 0.6068376068376069; 0.6396396396396397; 0.6134706134706135; 0.8405333333333334; 0.8259958071278826; 0.8432914046121593
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75524476 0.73426573 0.73776224 0.77972028 0.73943662]; 0.6958333333333333; 0.6666666666666666; 0.8878406708595388; 0.9565217391304348; 0.9397759103641457; 0.9572829131652661; 0.7137254901960784; 0.7777777777777778; 0.6978319783197832; 0.689922480620155; 0.7235772357723578; 0.6652074213049823; 0.8883089770354906; 0.8920335429769392; 0.8878406708595387
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.79166667 0.70833333 0.77083333 0.70212766 0.72340426]; 0.6772151898734177; 0.6645569620253164; 0.7159090909090909; 0.709832134292566; 0.6218487394957983; 0.7457983193277311; 0.6666666666666666; 0.5666666666666667; 0.6950980392156862; 0.6394557823129252; 0.5802469135802469; 0.6667468334135; 0.6861924686192469; 0.6014669926650367; 0.7197935485518395
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.71875    0.6875     0.80851064 0.80851064]; 0.7025316455696202; 0.5822784810126582; 0.8333333333333334; 0.9591397849462365; 0.9369747899159664; 0.9600840336134453; 0.6967741935483871; 0.7605633802816901; 0.7078678970373967; 0.6413043478260868; 0.7108433734939759; 0.5754216867469879; 0.835820895522388; 0.8571428571428571; 0.8335714285714286
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.78125    0.76041667 0.70833333 0.75      ]; 0.59375; 0.55625; 0.805; 0.956896551724138; 0.925; 0.9583333333333335; 0.656084656084656; 0.7209302325581395; 0.5834380892520427; 0.5895953757225434; 0.68; 0.563529411764706; 0.811138014527845; 0.8354114713216958; 0.8049237807736299
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.51041667 0.46875    0.5        0.53125    0.58510638]; 0.48427672955974843; 0.5031446540880503; 0.5917085427135679; 0.6419213973799126; 0.6150627615062761; 0.6569037656903767; 0.4305555555555555; 0.43661971830985913; 0.4796734955185659; 0.42335766423357657; 0.3625; 0.5040348101265822; 0.5602165087956699; 0.5307692307692308; 0.590507768093975
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.63541667 0.5106383  0.64893617 0.53191489]; 0.5; 0.4873417721518987; 0.7974683544303798; 1.0; 1.0; 1.0; 0.4697986577181208; 0.43209876543209874; 0.501763668430335; 0.46357615894039733; 0.4430379746835443; 0.48734177215189867; 0.7932816537467701; 0.7732997481108312; 0.7975913498823877
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.47916667 0.51041667 0.58333333 0.51041667 0.5106383 ]; 0.4968553459119497; 0.4968553459119497; 0.7989949748743719; 1.0; 1.0; 1.0; 0.5061728395061729; 0.5061728395061729; 0.49667616334283005; 0.452054794520548; 0.42857142857142855; 0.4947735191637631; 0.796437659033079; 0.7884130982367759; 0.7989684538802927
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.82291667 0.79166667 0.77083333 0.77083333]; 0.625; 0.6; 0.78125; 0.887912087912088; 0.8416666666666667; 0.8937499999999999; 0.6103896103896105; 0.5949367088607594; 0.6246288482575402; 0.5675675675675675; 0.5060240963855421; 0.6036613988421218; 0.7688243064729194; 0.7238805970149254; 0.7815382884572113
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.76041667 0.75       0.70833333 0.79166667]; 0.61875; 0.61875; 0.83375; 0.9766454352441615; 0.9583333333333334; 0.9770833333333334; 0.6114649681528662; 0.5853658536585366; 0.6196060037523452; 0.5673758865248227; 0.5405405405405406; 0.6132935260842237; 0.8270481144343304; 0.803030303030303; 0.8334458445844585
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.80208333 0.73958333 0.8125     0.78125   ]; 0.6125; 0.63125; 0.8275; 0.9642105263157894; 0.9541666666666667; 0.9645833333333333; 0.5753424657534247; 0.4827586206896552; 0.624940954180444; 0.5874125874125875; 0.49411764705882355; 0.6403921568627451; 0.819371727748691; 0.7597087378640777; 0.8295966369732759
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.60416667 0.69014085 0.71126761 0.63380282]; 0.6428571428571429; 0.6596638655462185; 0.6840336134453782; 0.6808510638297872; 0.6274509803921569; 0.7058823529411764; 0.5641025641025641; 0.45081967213114754; 0.647823629169022; 0.5524861878453038; 0.4672897196261682; 0.6420418063779697; 0.6363636363636364; 0.5614334470989761; 0.6822067897746537
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.78472222 0.71527778 0.72916667 0.70833333 0.75      ]; 0.6666666666666666; 0.5583333333333333; 0.8216666666666667; 0.96; 0.9333333333333333; 0.9611111111111111; 0.6875; 0.7333333333333333; 0.6666666666666667; 0.5826771653543308; 0.6166666666666667; 0.5583333333333333; 0.8231404958677686; 0.83; 0.8216666666666668
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.67361111 0.57638889 0.61805556 0.6971831  0.6971831 ]; 0.6764705882352942; 0.592436974789916; 0.8271812080536913; 0.9550561797752809; 0.9497206703910615; 0.9553072625698323; 0.6515837104072398; 0.6101694915254238; 0.6759180790960453; 0.5907172995780591; 0.56; 0.5941592920353982; 0.8239316239316238; 0.8019966722129783; 0.8273942751927836
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.53472222 0.52816901 0.57042254 0.52816901 0.54225352]; 0.5485232067510548; 0.459915611814346; 0.6677908937605397; 0.7782426778242678; 0.7837078651685393; 0.7766853932584269; 0.5485232067510548; 0.5752212389380531; 0.5497073936625749; 0.44827586206896547; 0.4126984126984127; 0.4631059631059631; 0.6677908937605396; 0.6655462184873949; 0.6677984899543573
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.46527778 0.48611111 0.49295775 0.5        0.54225352]; 0.47478991596638653; 0.5336134453781513; 0.8016806722689076; 1.0; 1.0; 1.0; 0.497991967871486; 0.4696969696969697; 0.4754145225843339; 0.5506072874493927; 0.576271186440678; 0.5339689265536723; 0.8049586776859505; 0.8023064250411862; 0.8016677922804558
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.46527778 0.45833333 0.52112676 0.50704225 0.49295775]; 0.5126050420168067; 0.4831932773109244; 0.795798319327731; 0.994413407821229; 0.9971988795518207; 0.9943977591036415; 0.5084745762711865; 0.4838709677419355; 0.5138653084323713; 0.4853556485355648; 0.46774193548387094; 0.4838709677419355; 0.795969773299748; 0.7834710743801653; 0.7960090414635869
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64788732 0.69014085 0.68309859 0.66197183 0.67605634]; 0.6483050847457628; 0.6610169491525424; 0.6861252115059222; 0.7086834733893558; 0.7126760563380282; 0.7070422535211267; 0.6527196652719666; 0.7289719626168224; 0.6551836557270158; 0.6992481203007518; 0.768595041322314; 0.6582105641394178; 0.6956521739130435; 0.7272727272727273; 0.6866747609652453
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; 6; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.68055556 0.74305556 0.69444444 0.72222222 0.73611111]; 0.5791666666666667; 0.5916666666666667; 0.815; 0.9684499314128944; 0.9805555555555555; 0.9680555555555556; 0.62453531598513; 0.711864406779661; 0.5813420394554043; 0.6259541984732825; 0.6833333333333333; 0.5916666666666667; 0.8238095238095238; 0.8678929765886287; 0.8151757241747131
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.64788732 0.77464789 0.68309859 0.70422535 0.75714286]; 0.6016949152542372; 0.6313559322033898; 0.8135593220338984; 0.943884892086331; 0.9265536723163842; 0.944915254237288; 0.5765765765765766; 0.5765765765765766; 0.6002882882882883; 0.6506024096385542; 0.648; 0.6303063063063062; 0.8113207547169812; 0.8016949152542373; 0.8135593220338982
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; 8; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.67368421 0.67368421 0.70526316 0.68947368 0.66842105]; 0.569620253164557; 0.6234177215189873; 0.7680151706700379; 0.8785249457700651; 0.8526315789473684; 0.8821052631578947; 0.5526315789473684; 0.5419354838709678; 0.5691043878982168; 0.6072607260726072; 0.5935483870967742; 0.6228611500701262; 0.7599738391105297; 0.7401273885350318; 0.767805225007792
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.73958333 0.74479167 0.70526316 0.75263158 0.73684211]; 0.5660377358490566; 0.5723270440251572; 0.7628930817610063; 0.8903088391906284; 0.8763102725366876; 0.8920335429769392; 0.6290322580645162; 0.7222222222222222; 0.563034188034188; 0.6421052631578947; 0.7770700636942676; 0.5748704355738419; 0.7770549970431697; 0.8253768844221105; 0.7628143867954381
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.71354167 0.72631579 0.72631579 0.62105263]; 0.6289308176100629; 0.610062893081761; 0.8062893081761007; 0.9305263157894738; 0.9266247379454927; 0.930817610062893; 0.5563909774436091; 0.5068493150684932; 0.6197037273016884; 0.6025641025641026; 0.5371428571428571; 0.6182217782217783; 0.7984293193717277; 0.7644110275689223; 0.8064479380268854
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.45833333 0.48958333 0.5        0.49479167 0.5       ]; 0.471875; 0.54375; 0.7925; 0.9821989528795811; 0.9770833333333333; 0.9822916666666667; 0.46006389776357826; 0.48; 0.4723529411764706; 0.5705882352941177; 0.5914634146341463; 0.5425265791119449; 0.7935323383084576; 0.8035264483627204; 0.7925820827421541
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.47368421 0.52105263 0.48421053 0.52105263 0.43684211]; 0.4588607594936709; 0.5316455696202531; 0.7983565107458913; 1.0; 1.0; 1.0; 0.44299674267100975; 0.4563758389261745; 0.45872684161877586; 0.5432098765432098; 0.5333333333333333; 0.5315673289183223; 0.7982289690069577; 0.7997465145754119; 0.7983600164302029
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.51041667 0.44791667 0.46315789 0.50526316 0.54210526]; 0.4779874213836478; 0.48427672955974843; 0.789937106918239; 0.9958071278825996; 0.9958071278825996; 0.9958071278825997; 0.45033112582781454; 0.40963855421686746; 0.4811350665821179; 0.4675324675324675; 0.4768211920529801; 0.4839195780624182; 0.7864450127877239; 0.77455919395466; 0.7899177879321039
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; 8; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.75520833 0.6875     0.76315789 0.67368421]; 0.5786163522012578; 0.6446540880503144; 0.7273869346733668; 0.7965179542981501; 0.7656903765690377; 0.8043933054393306; 0.5759493670886076; 0.5652173913043478; 0.5787870396012185; 0.6295081967213114; 0.6; 0.6449367088607596; 0.7181818181818181; 0.6921151439299124; 0.7275203714605425
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.77083333 0.72395833 0.77083333 0.72916667 0.68947368]; 0.47962382445141066; 0.5799373040752351; 0.768796992481203; 0.9281997918834548; 0.9311064718162839; 0.9279749478079332; 0.5257142857142857; 0.6052631578947368; 0.48526630948629057; 0.6193181818181818; 0.6606060606060606; 0.577056277056277; 0.7781118460613349; 0.8128140703517588; 0.7689070351758793
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.70833333 0.68947368 0.76315789 0.75789474 0.67894737]; 0.5741324921135647; 0.5993690851735016; 0.7957124842370744; 0.9340425531914893; 0.9222689075630253; 0.9348739495798319; 0.4866920152091255; 0.40764331210191085; 0.5725716560509554; 0.5278810408921932; 0.42771084337349397; 0.6078951567860847; 0.779891304347826; 0.718397997496871; 0.7963019212389056
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69166667 0.74583333 0.68067227 0.69327731 0.68907563]; 0.6246498599439776; 0.5966386554621849; 0.7038784067085954; 0.7709497206703911; 0.8090452261306532; 0.7596314907872697; 0.6417112299465241; 0.6779661016949152; 0.6250941619585687; 0.6170212765957447; 0.6444444444444445; 0.5962335216572504; 0.7179231153270094; 0.7536687631027253; 0.7038784067085954
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7125     0.67916667 0.7        0.69583333 0.67226891]; 0.6985915492957746; 0.6450704225352113; 0.8249475890985325; 0.913006029285099; 0.8848080133555927; 0.9156928213689483; 0.6666666666666666; 0.601123595505618; 0.6988668824985717; 0.6227544910179641; 0.5875706214689266; 0.6449089062400812; 0.8160792951541851; 0.7767295597484277; 0.8249475890985325
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.75630252 0.74789916 0.70588235 0.71848739 0.68907563]; 0.5877437325905293; 0.6155988857938719; 0.7961215932914046; 0.9112833763996555; 0.8890756302521008; 0.9134453781512605; 0.562130177514793; 0.5307262569832403; 0.5875853507138423; 0.591715976331361; 0.5555555555555556; 0.6157666045934203; 0.7882416984213391; 0.7589098532494759; 0.7961215932914047
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; 10; svd_trunc_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.52083333 0.53333333 0.4875     0.4875     0.46666667]; 0.4689265536723164; 0.4887005649717514; 0.539308176100629; 0.5502645502645502; 0.52; 0.575; 0.44047619047619047; 0.4180790960451977; 0.46892655367231634; 0.48433048433048437; 0.480225988700565; 0.4887005649717514; 0.5172981878088962; 0.4937106918238994; 0.5393081761006289
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.50416667 0.49583333 0.47478992 0.47058824 0.48739496]; 0.49019607843137253; 0.5210084033613446; 0.8149895178197065; 1.0; 1.0; 1.0; 0.4518072289156626; 0.41899441340782123; 0.490396083108405; 0.47706422018348627; 0.43820224719101125; 0.5207771012491369; 0.809498111171074; 0.7861635220125787; 0.8149895178197065
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.4875     0.47916667 0.4875     0.5375     0.47058824]; 0.5183098591549296; 0.4225352112676056; 0.7987421383647799; 0.9933110367892977; 0.991652754590985; 0.993322203672788; 0.5128205128205129; 0.4918032786885246; 0.5191574532977508; 0.3880597014925374; 0.37790697674418605; 0.42119392553056295; 0.7959617428267799; 0.7851153039832285; 0.7987421383647799
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7605042  0.71848739 0.71428571 0.67226891 0.67226891]; 0.6016713091922006; 0.6239554317548747; 0.730083857442348; 0.7847411444141688; 0.7260504201680672; 0.8008403361344538; 0.594900849858357; 0.5526315789473685; 0.6047181563375896; 0.5846153846153845; 0.5621301775147929; 0.6205387729679227; 0.7105115233277122; 0.6624737945492662; 0.730083857442348
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.71848739 0.6512605  0.69747899 0.67226891 0.71610169]; 0.6527777777777778; 0.6222222222222222; 0.8270440251572327; 0.9407725321888412; 0.9225589225589226; 0.9419191919191919; 0.6081504702194358; 0.5542857142857143; 0.65011583011583; 0.5750000000000001; 0.4972972972972973; 0.6257915057915058; 0.8170731707317074; 0.7725366876310272; 0.8270440251572327
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.72689076 0.73109244 0.72689076 0.71428571 0.70338983]; 0.5666666666666667; 0.6027777777777777; 0.8066037735849056; 0.9397590361445785; 0.9191919191919192; 0.9410774410774411; 0.6176470588235294; 0.6666666666666666; 0.5614035087719298; 0.6503667481662592; 0.7777777777777778; 0.6111111111111112; 0.8135421930267812; 0.8438155136268344; 0.8066037735849056
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70979021 0.68181818 0.7027972  0.69230769 0.73239437]; 0.6333333333333333; 0.625; 0.7206498951781971; 0.7429398986241854; 0.7184873949579832; 0.7514005602240896; 0.5925925925925927; 0.5714285714285714; 0.6294642857142857; 0.6186440677966102; 0.5703125; 0.62890625; 0.7092198581560284; 0.6813417190775681; 0.720649895178197
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69791667 0.7027972  0.71328671 0.72027972 0.68531469]; 0.634453781512605; 0.6386554621848739; 0.8338574423480084; 0.8971428571428571; 0.8770949720670391; 0.8994413407821229; 0.6063348416289593; 0.5537190082644629; 0.6358338631065904; 0.6160714285714286; 0.5897435897435898; 0.6378470014833652; 0.8281842818428183; 0.80083857442348; 0.8338574423480085
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.69097222 0.7027972  0.73076923 0.71328671 0.71678322]; 0.5966386554621849; 0.6302521008403361; 0.8322851153039832; 0.9024390243902439; 0.8784916201117319; 0.9050279329608939; 0.6097560975609756; 0.6637168141592921; 0.599858407079646; 0.6691729323308271; 0.712; 0.6259115044247787; 0.8321091290661071; 0.8312368972746331; 0.8322851153039833
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.53472222 0.49652778 0.54195804 0.51748252 0.52447552]; 0.48523206751054854; 0.4345991561181435; 0.5178197064989518; 0.4557377049180328; 0.3877266387726639; 0.5369595536959554; 0.39; 0.319672131147541; 0.49027084818246613; 0.3738317757009346; 0.34782608695652173; 0.4321097647897363; 0.43696450428396577; 0.3742138364779874; 0.5178197064989518
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; 12; svd_trunc_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.50694444 0.44791667 0.51041667 0.52083333 0.47202797]; 0.502127659574468; 0.4851063829787234; 0.8752620545073375; 1.0; 1.0; 1.0; 0.5224489795918368; 0.5378151260504201; 0.5016661837148653; 0.4979253112033195; 0.5172413793103449; 0.48551144595769347; 0.8762993762993763; 0.8836477987421384; 0.8752620545073376
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.49305556 0.5034965  0.46503497 0.55244755 0.56993007]; 0.5084033613445378; 0.5252100840336135; 0.8752620545073375; 0.9944211994421199; 0.9958100558659218; 0.994413407821229; 0.5063291139240507; 0.5042016806722689; 0.5084033613445378; 0.5191489361702126; 0.5126050420168067; 0.5252100840336135; 0.8751311647429171; 0.8742138364779874; 0.8752620545073375
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.7027972  0.72377622 0.74125874 0.67132867 0.67253521]; 0.5791666666666667; 0.5958333333333333; 0.7489517819706499; 0.7968185104844541; 0.7717086834733894; 0.8032212885154062; 0.6245353159851301; 0.7241379310344828; 0.5838431590656286; 0.6367041198501873; 0.6854838709677419; 0.592741935483871; 0.7503908285565399; 0.7547169811320755; 0.7489517819706499
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.71180556 0.68181818 0.67132867 0.67132867 0.64685315]; 0.6974789915966386; 0.5966386554621849; 0.8427672955974843; 0.9066478076379066; 0.8952513966480447; 0.9078212290502793; 0.7049180327868853; 0.7049180327868853; 0.6972866026003393; 0.6129032258064515; 0.6551724137931034; 0.5980780101752402; 0.8426023084994754; 0.8417190775681341; 0.8427672955974842
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68881119 0.72027972 0.74475524 0.70629371 0.65140845]; 0.5541666666666667; 0.6041666666666666; 0.8359538784067087; 0.9221052631578948; 0.9201680672268907; 0.9222689075630252; 0.5836575875486382; 0.6097560975609756; 0.5527412966437357; 0.6303501945525293; 0.6923076923076923; 0.6063164477798624; 0.8385765858690046; 0.8522012578616353; 0.8359538784067085
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.57291667 0.61458333 0.65957447 0.64893617 0.62765957]; 0.5316455696202531; 0.5506329113924051; 0.5911392405063292; 0.6163793103448275; 0.6033755274261603; 0.6244725738396624; 0.5316455696202531; 0.4883720930232558; 0.5358527131782945; 0.5748502994011976; 0.5647058823529412; 0.5494762288477034; 0.5906210392902408; 0.571078431372549; 0.5918219381993635
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.54166667 0.55208333 0.57446809 0.4787234  0.59574468]; 0.5063291139240507; 0.4936708860759494; 0.7936708860759494; 0.9894736842105263; 0.9915611814345991; 0.989451476793249; 0.524390243902439; 0.5180722891566265; 0.50570281124498; 0.4805194805194805; 0.5; 0.49404761904761907; 0.794451450189155; 0.799492385786802; 0.7936855868327949
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.46875    0.53125    0.5625     0.45833333 0.55208333]; 0.5; 0.58125; 0.7875; 0.951578947368421; 0.9416666666666667; 0.9520833333333334; 0.4871794871794871; 0.4810126582278481; 0.4997655883731833; 0.5179856115107914; 0.4931506849315068; 0.5741615493623051; 0.7792207792207793; 0.7653061224489796; 0.7870648259303722
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; 4; svd_trunc_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.5212766  0.5212766  0.5106383  0.55319149 0.4893617 ]; 0.532051282051282; 0.5256410256410257; 0.5741687979539642; 0.5772727272727273; 0.5404255319148936; 0.6042553191489362; 0.5228758169934641; 0.47619047619047616; 0.5367063492063492; 0.4558823529411765; 0.4189189189189189; 0.5204350692155569; 0.54320987654321; 0.5038167938931297; 0.5745305049157166
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.47916667 0.52083333 0.47916667 0.44791667 0.5       ]; 0.4968553459119497; 0.5345911949685535; 0.7487437185929648; 0.8940092165898618; 0.8117154811715481; 0.9037656903765692; 0.4117647058823529; 0.35443037974683544; 0.49596518987341776; 0.4307692307692308; 0.4057971014492754; 0.5195652173913043; 0.7142857142857143; 0.6459948320413437; 0.7459803011062465
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.44791667 0.44791667 0.5        0.55208333 0.44791667]; 0.5125; 0.50625; 0.7825; 0.9639065817409765; 0.9458333333333333; 0.9645833333333332; 0.4657534246575342; 0.44155844155844154; 0.5099358472852449; 0.43971631205673756; 0.38271604938271603; 0.5078137208938897; 0.7704485488126648; 0.7336683417085427; 0.7822570564264106
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.64583333 0.52083333 0.61458333 0.59375   ]; 0.6125; 0.51875; 0.59; 0.5531914893617021; 0.4875; 0.60625; 0.6352941176470588; 0.6136363636363636; 0.6123737373737375; 0.41221374045801523; 0.40298507462686567; 0.5025678061306371; 0.5469613259668508; 0.5012658227848101; 0.5889045163306766
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.5625     0.58333333 0.60416667 0.5625    ]; 0.53125; 0.55625; 0.80375; 0.977035490605428; 0.975; 0.9770833333333333; 0.6073298429319373; 0.6590909090909091; 0.5170454545454546; 0.5590062111801242; 0.6164383561643836; 0.5610927413005826; 0.8110709987966307; 0.8403990024937655; 0.8036581478634242
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.52083333 0.47916667 0.51041667 0.45833333]; 0.6; 0.6; 0.8125; 0.9541666666666666; 0.9541666666666667; 0.9541666666666666; 0.632183908045977; 0.632183908045977; 0.5969138718312077; 0.6404494382022472; 0.6551724137931034; 0.5947094945677845; 0.8197115384615384; 0.8236714975845411; 0.8120948161497835
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; 6; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57042254 0.58450704 0.54929577 0.58450704 0.5915493 ]; 0.5889830508474576; 0.5805084745762712; 0.5820642978003384; 0.5552238805970149; 0.523943661971831; 0.5802816901408451; 0.5650224215246638; 0.5121951219512195; 0.5923807468163177; 0.5170731707317073; 0.4732142857142857; 0.5753168202764978; 0.5500910746812387; 0.511864406779661; 0.581945716903344
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.5        0.54929577 0.55633803 0.58450704 0.53521127]; 0.5527426160337553; 0.5189873417721519; 0.8018549747048904; 0.9791376912378303; 0.9887640449438202; 0.9789325842696629; 0.5431034482758621; 0.5779816513761468; 0.5546158256880733; 0.49107142857142855; 0.4435483870967742; 0.5226591493005995; 0.8; 0.797962648556876; 0.8018288954677177
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.47916667 0.52816901 0.48591549 0.52112676 0.47183099]; 0.540084388185654; 0.5147679324894515; 0.784991568296796; 0.9566433566433566; 0.9606741573033708; 0.9564606741573034; 0.5622489959839359; 0.56; 0.5389285714285714; 0.534412955465587; 0.5892857142857143; 0.5186428571428572; 0.7894302229562346; 0.806070826306914; 0.784991568296796
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; 6; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52083333 0.53472222 0.51388889 0.58333333 0.51408451]; 0.5313807531380753; 0.4476987447698745; 0.5175585284280937; 0.4585365853658536; 0.39275766016713093; 0.5362116991643454; 0.5213675213675213; 0.488; 0.5334736842105263; 0.43103448275862066; 0.4132231404958678; 0.44813699397674744; 0.4662349676225717; 0.41652892561983473; 0.5187551565493421
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; 6; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52777778 0.47222222 0.48611111 0.45833333 0.55633803]; 0.5104602510460251; 0.4476987447698745; 0.7040133779264214; 0.8724179829890644; 1.0; 0.8537604456824512; 0.5584905660377358; 0.6115702479338843; 0.5091749544754167; 0.4545454545454546; 0.4824561403508772; 0.44922807017543864; 0.7338345864661655; 0.8215488215488216; 0.7047943443292279
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.49305556 0.5        0.45774648 0.47183099]; 0.47058823529411764; 0.4495798319327731; 0.7512605042016807; 0.9438848920863309; 0.9187675070028011; 0.9453781512605042; 0.43749999999999994; 0.4049586776859504; 0.4717101080737444; 0.3849765258215962; 0.36283185840707965; 0.4454159292035398; 0.7385159010600707; 0.7072758037225042; 0.7509667833303673
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.58333333 0.57638889 0.50694444 0.60416667 0.57042254]; 0.5606694560669456; 0.5230125523012552; 0.5794314381270903; 0.6162162162162161; 0.6350974930362117; 0.6044568245125348; 0.5748987854251013; 0.6016949152542372; 0.5611780361395153; 0.5681818181818182; 0.6048387096774194; 0.5198106591865358; 0.5979216626698641; 0.6222961730449251; 0.5792153134132189
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; 6; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54861111 0.55555556 0.50694444 0.54166667 0.55633803]; 0.606694560669456; 0.5313807531380753; 0.8177257525083612; 0.9833795013850415; 0.9888579387186629; 0.9832869080779943; 0.6016949152542372; 0.568; 0.608561403508772; 0.5333333333333334; 0.5470085470085471; 0.531700994815749; 0.8180300500834725; 0.8153078202995009; 0.8177379437631959
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.49305556 0.52083333 0.57042254 0.54225352 0.52112676]; 0.48739495798319327; 0.5252100840336135; 0.7705882352941177; 0.9463276836158191; 0.938375350140056; 0.9467787114845939; 0.5307692307692309; 0.5433070866141733; 0.4833652550187983; 0.5022026431718062; 0.5533980582524272; 0.5285508809780655; 0.7715481171548118; 0.7853492333901193; 0.7707840694313781
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.58333333 0.52604167 0.59375    0.61979167 0.56770833]; 0.58125; 0.625; 0.585625; 0.5500550055005501; 0.5208333333333334; 0.5739583333333333; 0.54421768707483; 0.49079754601226994; 0.5829783908405299; 0.5945945945945945; 0.5333333333333333; 0.6279569892473118; 0.5577051367578385; 0.5173267326732673; 0.5863148814881488
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.51041667 0.5625     0.56315789 0.48947368 0.53157895]; 0.5691823899371069; 0.5314465408805031; 0.8150943396226416; 0.99163179916318; 0.9937106918238994; 0.9916142557651992; 0.5537459283387622; 0.551948051948052; 0.5686569528032943; 0.5415384615384615; 0.5432098765432098; 0.5312203228869895; 0.8148614609571788; 0.8158890290037831; 0.8150963338243509
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.54736842 0.57368421 0.5        0.53157895 0.51595745]; 0.5474683544303798; 0.509493670886076; 0.7860759493670886; 0.9583333333333334; 0.9704641350210971; 0.9578059071729959; 0.5517241379310344; 0.5432098765432098; 0.5475789642456309; 0.5079365079365079; 0.4968944099378882; 0.5097375275495892; 0.7879548306148055; 0.7879548306148055; 0.7860591522167258
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; 8; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.515625   0.515625   0.45833333 0.51041667 0.47894737]; 0.4827586206896552; 0.48589341692789967; 0.5244360902255639; 0.5464135021097045; 0.5407098121085595; 0.5511482254697286; 0.4169611307420495; 0.3782051282051282; 0.48051360704734936; 0.3787878787878788; 0.3225806451612903; 0.4814122738001574; 0.49230769230769234; 0.46582278481012657; 0.5238543204447655
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.50520833 0.52083333 0.52105263 0.48947368 0.51052632]; 0.5220125786163522; 0.46226415094339623; 0.740251572327044; 0.8958333333333334; 0.8113207547169812; 0.9056603773584906; 0.44525547445255476; 0.391025641025641; 0.5195868945868946; 0.3547169811320755; 0.31333333333333335; 0.45428571428571435; 0.7056307911617961; 0.632183908045977; 0.7386446182113404
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.46875    0.45833333 0.47894737 0.47368421 0.46315789]; 0.5283018867924528; 0.5314465408805031; 0.7836477987421384; 0.9509269356597602; 0.9140461215932913; 0.9528301886792453; 0.48630136986301375; 0.46405228758169936; 0.5259655377302437; 0.4808362369337979; 0.44516129032258067; 0.5293291114189591; 0.7700534759358288; 0.7337579617834394; 0.783028049214701
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.55729167 0.59375    0.515625   0.58854167 0.60526316]; 0.5736677115987461; 0.5893416927899686; 0.5833333333333334; 0.5738758029978587; 0.5594989561586639; 0.5845511482254697; 0.5107913669064748; 0.45222929936305734; 0.5717936620272077; 0.5236363636363636; 0.4260355029585799; 0.5996844181459565; 0.5527908540685945; 0.5105590062111801; 0.5839773539273347
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; 8; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.56770833 0.58854167 0.515625   0.61979167 0.5       ]; 0.603125; 0.546875; 0.81375; 0.9730848861283644; 0.9791666666666666; 0.9729166666666667; 0.6231454005934719; 0.660377358490566; 0.6034806047111215; 0.577259475218659; 0.6111111111111112; 0.5460618846694796; 0.818955042527339; 0.8414481897627965; 0.8137153339302091
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.55208333 0.55208333 0.546875   0.53645833 0.53645833]; 0.515625; 0.540625; 0.790625; 0.9660144181256436; 0.9770833333333333; 0.9656250000000001; 0.5317220543806646; 0.5; 0.517361111111111; 0.5242718446601942; 0.525974025974026; 0.5400954467219528; 0.792054624456859; 0.7876543209876543; 0.7906626035318018
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.57983193 0.59243697 0.56722689 0.55042017 0.60169492]; 0.5888888888888889; 0.5583333333333333; 0.5822851153039832; 0.5167652859960551; 0.44107744107744107; 0.5875420875420876; 0.5375000000000001; 0.5029239766081871; 0.5847953216374271; 0.5391304347826087; 0.49206349206349204; 0.5618212197159566; 0.5253126861226922; 0.46226415094339623; 0.5822851153039832
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; 10; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55882353 0.55042017 0.54621849 0.57563025 0.5210084 ]; 0.5236768802228412; 0.5738161559888579; 0.8066037735849056; 0.9621530698065601; 0.9613445378151261; 0.96218487394958; 0.5183098591549297; 0.5575757575757576; 0.52621055920025; 0.6086956521739131; 0.6134020618556701; 0.5703373945641987; 0.8093023255813954; 0.8207547169811321; 0.8066037735849058
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55882353 0.56722689 0.5210084  0.53361345 0.49576271]; 0.55; 0.5138888888888888; 0.7830188679245284; 0.9352396972245585; 0.936026936026936; 0.9351851851851851; 0.5149700598802396; 0.48314606741573035; 0.5492653414001729; 0.4956772334293948; 0.4725274725274725; 0.5143536239041857; 0.7786096256684493; 0.7631027253668763; 0.7830188679245282
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.47083333 0.4875     0.4625     0.4625     0.48319328]; 0.532394366197183; 0.4788732394366197; 0.5094339622641509; 0.436958614051973; 0.3789649415692821; 0.5116861435726211; 0.48125; 0.4301675977653631; 0.5332656170644997; 0.42367601246105924; 0.38636363636363635; 0.4780980192991366; 0.4428571428571429; 0.389937106918239; 0.5094339622641509
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; 10; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.46666667 0.45       0.5375     0.46638655 0.50840336]; 0.4691011235955056; 0.5028089887640449; 0.7295597484276729; 0.8885586924219911; 1.0; 0.8745819397993311; 0.4932975871313673; 0.5348837209302325; 0.47124620829120323; 0.5254691689008043; 0.532608695652174; 0.5017694641051567; 0.7533460803059273; 0.8259958071278826; 0.7295597484276729
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.44583333 0.47083333 0.45833333 0.51260504 0.49579832]; 0.449438202247191; 0.4803370786516854; 0.7646750524109015; 0.9398230088495575; 0.8879598662207357; 0.9431438127090301; 0.42690058479532167; 0.4101123595505618; 0.449438202247191; 0.48467966573816157; 0.4887640449438202; 0.4803370786516854; 0.7547788093937738; 0.7243186582809225; 0.7646750524109015
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.60504202 0.55882353 0.55462185 0.61344538 0.60504202]; 0.5793871866295265; 0.5543175487465181; 0.5786163522012578; 0.5505925250683684; 0.507563025210084; 0.5857142857142856; 0.5465465465465464; 0.5170454545454546; 0.5781948584202683; 0.5294117647058824; 0.4918032786885246; 0.5555607302533533; 0.5457627118644067; 0.5062893081761006; 0.5786163522012578
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55042017 0.50840336 0.56722689 0.55882353 0.53813559]; 0.5277777777777778; 0.5666666666666667; 0.8275681341719078; 0.9974811083123425; 1.0; 0.9974747474747474; 0.47852760736196315; 0.43575418994413406; 0.5272693601654371; 0.543859649122807; 0.5138121546961326; 0.5669619432698539; 0.8230231307154385; 0.8018867924528302; 0.8275681341719078
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.54621849 0.56302521 0.54201681 0.55462185 0.54237288]; 0.5416666666666666; 0.5416666666666666; 0.7704402515723271; 0.9087837837837837; 0.9057239057239057; 0.9090909090909091; 0.5945945945945945; 0.6648351648351648; 0.5402827509569083; 0.5576407506702413; 0.5842696629213483; 0.5421348314606742; 0.7769857433808554; 0.79979035639413; 0.770440251572327
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.59722222 0.5625     0.56293706 0.58741259 0.57342657]; 0.569620253164557; 0.5358649789029536; 0.5775681341719078; 0.5308056872037914; 0.4686192468619247; 0.5857740585774058; 0.45161290322580644; 0.358974358974359; 0.5669871794871795; 0.4444444444444444; 0.36666666666666664; 0.538034188034188; 0.5115151515151515; 0.44234800838574423; 0.5775681341719078
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.56944444 0.57986111 0.57342657 0.51048951 0.56643357]; 0.5654008438818565; 0.5780590717299579; 0.8663522012578616; 0.9637883008356546; 0.9651324965132496; 0.9637377963737797; 0.5462555066079294; 0.5636363636363636; 0.5652827487473157; 0.6031746031746033; 0.5984251968503937; 0.5764853256979242; 0.866840731070496; 0.870020964360587; 0.8663522012578616
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54545455 0.54545455 0.53846154 0.51048951 0.57394366]; 0.5458333333333333; 0.525; 0.8626834381551363; 0.9728978457261988; 0.9803921568627451; 0.9726890756302521; 0.4976958525345622; 0.46956521739130436; 0.5427826086956522; 0.5169491525423728; 0.488; 0.5266086956521739; 0.861522198731501; 0.8542976939203354; 0.8626834381551362
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.44755245 0.50699301 0.53146853 0.51398601 0.54195804]; 0.4769874476987448; 0.5104602510460251; 0.5078616352201258; 0.3826395039858282; 0.3020979020979021; 0.5125874125874126; 0.3842364532019704; 0.30952380952380953; 0.48662031184155075; 0.3937823834196892; 0.336283185840708; 0.5014749262536874; 0.38426229508196724; 0.30712788259958074; 0.5078616352201257
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51388889 0.43055556 0.48251748 0.5034965  0.5       ]; 0.5358649789029536; 0.42616033755274263; 0.7924528301886793; 0.9053030303030303; 1.0; 0.895397489539749; 0.5669291338582677; 0.6101694915254238; 0.5361771827375018; 0.456; 0.4789915966386555; 0.4259364762854294; 0.8103448275862069; 0.8867924528301887; 0.7924528301886793
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.45454545 0.48251748 0.47202797 0.43706294 0.49295775]; 0.4875; 0.4708333333333333; 0.8244234800838575; 0.9373618275607959; 0.8907563025210085; 0.9404761904761905; 0.4484304932735426; 0.4; 0.4913043478260869; 0.4773662551440329; 0.5043478260869565; 0.4721739130434782; 0.816236972024136; 0.779874213836478; 0.8244234800838575
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.53819444 0.59090909 0.58041958 0.57342657 0.67132867]; 0.5378151260504201; 0.5756302521008403; 0.5822851153039832; 0.5646359583952452; 0.5307262569832403; 0.590782122905028; 0.4607843137254902; 0.3790322580645161; 0.5447792869269948; 0.4712041884816754; 0.39473684210526316; 0.5683361629881155; 0.5422171165996554; 0.4947589098532495; 0.5822851153039832
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52797203 0.55244755 0.51398601 0.54895105 0.55944056]; 0.5941422594142259; 0.5606694560669456; 0.8721174004192872; 0.970464135021097; 0.965034965034965; 0.9706293706293706; 0.616600790513834; 0.6554621848739496; 0.5943977591036415; 0.5849802371541502; 0.6166666666666667; 0.5604341736694678; 0.8734439834024896; 0.8825995807127882; 0.8721174004192872
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52797203 0.49300699 0.51398601 0.54895105 0.54195804]; 0.5774058577405857; 0.5690376569037657; 0.8632075471698113; 0.96; 0.9566433566433566; 0.9601398601398602; 0.6159695817490495; 0.675; 0.5769957983193277; 0.5761316872427984; 0.5882352941176471; 0.5691176470588236; 0.8648368720870016; 0.8752620545073375; 0.8632075471698113
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; 4; ipca_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.96808511 1.         0.92553191 1.         0.94680851]; 0.5064102564102564; 0.5128205128205128; 0.8043478260869565; 1.0; 1.0; 1.0; 0.641860465116279; 0.8214285714285714; 0.4801587301587301; 0.6346153846153846; 0.8148148148148148; 0.5007407407407407; 0.8286674132138858; 0.925; 0.8015052356020943
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.91666667 0.90625    0.9787234  0.91489362 0.84042553]; 0.5443037974683544; 0.5949367088607594; 0.8227848101265823; 0.9914893617021276; 0.9831223628691983; 0.9915611814345991; 0.5813953488372093; 0.6172839506172839; 0.5424082090748757; 0.6235294117647058; 0.6091954022988506; 0.5933300955156224; 0.8275862068965516; 0.8296296296296296; 0.8226070226070226
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.97916667 0.94791667 0.97916667 0.91489362 0.9787234 ]; 0.569620253164557; 0.6518987341772152; 0.8446969696969697; 1.0; 1.0; 1.0; 0.5853658536585367; 0.6486486486486487; 0.5743243243243243; 0.6583850931677019; 0.7571428571428571; 0.6626623376623376; 0.8464419475655431; 0.887434554973822; 0.846156301877155
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.84375    0.95833333 0.9375     0.96875    0.93617021]; 0.4968553459119497; 0.46540880503144655; 0.7889447236180904; 0.9937106918238993; 0.9916317991631799; 0.993723849372385; 0.6190476190476191; 0.8125; 0.4948575949367088; 0.5728643216080401; 0.7215189873417721; 0.46700949367088607; 0.8103837471783295; 0.9020100502512562; 0.7889447236180904
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.875      0.84375    0.91666667 0.86458333]; 0.5125; 0.4875; 0.8; 1.0; 1.0; 1.0; 0.5937499999999999; 0.7307692307692307; 0.5178236397748592; 0.5729166666666666; 0.7051282051282052; 0.492808005003127; 0.8148148148148149; 0.8888888888888888; 0.8008800880088007
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.88541667 0.86458333 0.86458333 0.91489362]; 0.4025157232704403; 0.5031446540880503; 0.7801507537688442; 0.9979035639412999; 0.99581589958159; 0.997907949790795; 0.527363184079602; 0.7066666666666667; 0.4188095238095238; 0.6183574879227053; 0.8205128205128205; 0.5090218423551757; 0.8022598870056498; 0.9056122448979592; 0.7820140432410587
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.94791667 0.92708333 0.9375     0.9375     0.96808511]; 0.4528301886792453; 0.559748427672956; 0.7977386934673367; 0.9915966386554622; 0.9874476987447699; 0.99163179916318; 0.423841059602649; 0.42105263157894735; 0.4514901712111604; 0.5833333333333334; 0.5903614457831325; 0.5583386176284084; 0.7974842767295597; 0.7964824120603015; 0.7977386934673367
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.96875    0.97916667 0.95833333 0.95744681 0.94680851]; 0.5822784810126582; 0.5316455696202531; 0.8232323232323232; 1.0; 1.0; 1.0; 0.6857142857142857; 0.8; 0.5470588235294118; 0.6185567010309277; 0.7894736842105263; 0.5410783055198973; 0.8409090909090909; 0.9158415841584159; 0.821322853934878
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.88541667 0.98958333 0.90425532 0.93617021 0.93617021]; 0.6012658227848101; 0.5443037974683544; 0.8291139240506329; 1.0; 1.0; 1.0; 0.6557377049180327; 0.75; 0.5993589743589743; 0.5813953488372092; 0.6756756756756757; 0.5521235521235521; 0.8371531966224367; 0.887468030690537; 0.8296989276259702
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.98611111 0.97222222 0.95833333 0.94444444 0.96527778]; 0.5041666666666667; 0.4875; 0.7983333333333333; 1.0; 1.0; 1.0; 0.660968660968661; 0.9666666666666667; 0.5041666666666667; 0.6475644699140402; 0.9741379310344828; 0.5031979977753058; 0.8295774647887324; 0.988255033557047; 0.7995910929374639
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.95070423 0.93661972 0.96478873 0.95070423 0.95714286]; 0.6016949152542372; 0.5338983050847458; 0.8254237288135593; 0.9971751412429379; 0.9971751412429378; 0.9971751412429378; 0.6299212598425197; 0.6956521739130435; 0.6040244340639598; 0.5864661654135337; 0.6782608695652174; 0.5374775422206253; 0.8322475570032573; 0.875; 0.8259228187919463
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.95833333 0.9375     0.96527778 0.91666667 0.91549296]; 0.5899581589958159; 0.5523012552301255; 0.8285953177257525; 1.0; 1.0; 1.0; 0.6754966887417218; 0.816; 0.5790526315789473; 0.6491803278688525; 0.868421052631579; 0.5662105263157895; 0.8452830188679247; 0.9364548494983278; 0.8285953177257526
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.91666667 0.89583333 0.8943662  0.86619718 0.88028169]; 0.5042016806722689; 0.4327731092436975; 0.7857142857142857; 0.9971910112359551; 0.9943977591036415; 0.9971988795518207; 0.6335403726708074; 0.75; 0.4632352941176471; 0.5514950166112957; 0.7280701754385965; 0.4446802490096209; 0.8089887640449439; 0.8896210873146623; 0.7835755522336604
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.93055556 0.90972222 0.93055556 0.93661972 0.92253521]; 0.42436974789915966; 0.4369747899159664; 0.7709731543624161; 0.9971988795518207; 0.994413407821229; 0.9972067039106145; 0.5650793650793651; 0.8018018018018018; 0.4481449953890899; 0.5786163522012578; 0.7796610169491526; 0.4398305084745763; 0.7973273942093541; 0.9148211243611585; 0.7731130415194223
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.87323944 0.92253521 0.93661972 0.8943662  0.96478873]; 0.5084745762711864; 0.461864406779661; 0.7935702199661591; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.6027397260273972; 0.7096774193548387; 0.4976958525345622; 0.5448028673835126; 0.6333333333333333; 0.45890804597701146; 0.809375; 0.8647746243739566; 0.7925931440909235
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.93055556 0.97222222 0.92361111 0.97222222 0.96527778]; 0.5458333333333333; 0.5416666666666666; 0.8108333333333333; 0.9889196675900276; 0.9916666666666667; 0.988888888888889; 0.6007326007326006; 0.7008547008547008; 0.549614342297269; 0.5669291338582677; 0.5901639344262295; 0.5408446790775215; 0.8182546036829463; 0.8530884808013356; 0.810903641399004
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; 6; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.95138889 0.97887324 0.92957746 0.95070423 0.96478873]; 0.5485232067510548; 0.4810126582278481; 0.806070826306914; 1.0; 1.0; 1.0; 0.6137184115523466; 0.6390977443609023; 0.535895026026605; 0.5176470588235295; 0.5892857142857143; 0.48664285714285715; 0.8151125401929261; 0.8435940099833611; 0.8055576887523642
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.94444444 0.9375     0.95833333 0.95138889 0.95070423]; 0.5774058577405857; 0.6317991631799164; 0.8403010033444817; 0.9972222222222222; 1.0; 0.9972144846796657; 0.63003663003663; 0.7226890756302521; 0.5780112044817927; 0.6834532374100719; 0.7661290322580645; 0.6265427769985974; 0.8497246262785209; 0.8970099667774086; 0.8399191248028457
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.95833333 0.97916667 0.94270833 0.95833333 0.97894737]; 0.5579937304075235; 0.5015673981191222; 0.8120300751879699; 1.0; 1.0; 1.0; 0.6980728051391862; 0.9878787878787879; 0.5426406926406926; 0.6520787746170679; 1.0; 0.5323529411764706; 0.8405951115834219; 0.9974779319041615; 0.8131847940965391
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.95833333 0.94270833 0.93684211 0.96842105 0.93684211]; 0.5534591194968553; 0.5849056603773585; 0.8245283018867925; 0.9947862356621481; 1.0; 0.9947589098532496; 0.6395939086294415; 0.7974683544303798; 0.5549841772151899; 0.6748768472906403; 0.8303030303030303; 0.5752822341057635; 0.8413871517907902; 0.925; 0.8238924050632912
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.94791667 0.95833333 0.97395833 0.97395833 0.93229167]; 0.5625; 0.515625; 0.814375; 0.997920997920998; 1.0; 0.9979166666666667; 0.6111111111111112; 0.6962025316455697; 0.5641506485388342; 0.5533141210374639; 0.5925925925925926; 0.5146507266760432; 0.8220491312162973; 0.8575; 0.814375
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; 8; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.89473684 0.9        0.91052632 0.90526316 0.92105263]; 0.4430379746835443; 0.4651898734177215; 0.7793931731984829; 0.9957805907172996; 0.9936842105263158; 0.9957894736842106; 0.5748792270531401; 0.7212121212121212; 0.4301424844471202; 0.606060606060606; 0.8024691358024691; 0.4564293730960397; 0.8051367950865438; 0.899002493765586; 0.7777063750879212
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.828125   0.86979167 0.875      0.85263158 0.86315789]; 0.4559748427672956; 0.5125786163522013; 0.7939698492462312; 1.0; 1.0; 1.0; 0.6077097505668935; 0.8758169934640523; 0.47124183006535947; 0.6485260770975056; 0.8881987577639752; 0.5077936463979111; 0.8215451577801959; 0.9532828282828283; 0.7947664141414141
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.89583333 0.86979167 0.90526316 0.91052632 0.9       ]; 0.46855345911949686; 0.5188679245283019; 0.7962264150943397; 0.9979035639412998; 0.9979035639412998; 0.9979035639412998; 0.5633074935400517; 0.7218543046357616; 0.480687631359797; 0.6165413533834586; 0.7454545454545455; 0.5099821746880571; 0.8137931034482758; 0.89281210592686; 0.7964687882206445
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.94791667 0.953125   0.94791667 0.97395833 0.96842105]; 0.5924764890282131; 0.5987460815047022; 0.8345864661654135; 0.99375; 0.9958246346555324; 0.9937369519832985; 0.644808743169399; 0.7108433734939759; 0.5874478305378377; 0.6424581005586592; 0.782312925170068; 0.6120866951431736; 0.843230403800475; 0.8964646464646465; 0.8350482436303333
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; 8; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.93157895 0.94210526 0.96842105 0.95263158 0.97340426]; 0.6613924050632911; 0.5981012658227848; 0.8518987341772152; 1.0; 1.0; 1.0; 0.6805970149253732; 0.7261146496815286; 0.6617994632055441; 0.6186186186186187; 0.6645161290322581; 0.5993388098577439; 0.8551980198019802; 0.8791348600508906; 0.8520359438793496
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.94736842 0.95789474 0.95263158 0.95263158 0.94680851]; 0.6044303797468354; 0.5917721518987342; 0.8386075949367089; 0.9989462592202318; 1.0; 0.998945147679325; 0.622356495468278; 0.6358024691358025; 0.603615520282187; 0.5878594249201279; 0.5786163522012578; 0.5918559468012659; 0.8399246704331451; 0.8415094339622642; 0.8385891118855907
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; 10; ipca_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.94166667 0.975      0.9625     0.96666667 0.94583333]; 0.5; 0.5084745762711864; 0.8113207547169812; 0.9924937447873228; 0.9916666666666667; 0.9924999999999999; 0.6193548387096773; 0.8323699421965318; 0.507345192092741; 0.6419753086419754; 0.861878453038674; 0.500303388369048; 0.8325581395348837; 0.9381551362683438; 0.8113207547169811
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.96666667 0.975      0.98319328 0.95798319 0.94957983]; 0.6162464985994398; 0.5994397759103641; 0.8522012578616353; 0.998324958123953; 0.998324958123953; 0.998324958123953; 0.6975717439293598; 0.8186528497409327; 0.5983508151143688; 0.6619385342789598; 0.8536585365853658; 0.6185391128522684; 0.863768115942029; 0.9371069182389937; 0.8522012578616354
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.93697479 0.97478992 0.95378151 0.96638655 0.95762712]; 0.5805555555555556; 0.5555555555555556; 0.8333333333333334; 0.9941225860621328; 0.9966329966329966; 0.994107744107744; 0.6847599164926931; 0.8631578947368421; 0.5639318885448916; 0.6428571428571429; 0.8470588235294118; 0.5708978328173375; 0.8498583569405099; 0.9433962264150944; 0.8333333333333334
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; 10; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.90416667 0.89495798 0.89495798 0.8697479  0.90336134]; 0.5251396648044693; 0.5586592178770949; 0.8244234800838575; 0.9941027801179443; 0.9899328859060402; 0.9941275167785234; 0.6188340807174888; 0.7885714285714286; 0.5308977361436378; 0.6488888888888888; 0.7978142076502732; 0.553192818110851; 0.8391742678828613; 0.9161425576519916; 0.8244234800838572
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.85294118 0.84453782 0.88235294 0.91176471 0.86134454]; 0.532033426183844; 0.4428969359331476; 0.8066037735849056; 0.9991589571068125; 0.9983193277310924; 0.9991596638655462; 0.6199095022624433; 0.7248677248677249; 0.5212573918456271; 0.5238095238095238; 0.6470588235294118; 0.45315904139433555; 0.8200877620672842; 0.8815513626834381; 0.8066037735849056
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.86134454 0.90336134 0.88655462 0.88655462 0.9279661 ]; 0.4888888888888889; 0.4444444444444444; 0.7987421383647799; 1.0; 1.0; 1.0; 0.572093023255814; 0.6758241758241759; 0.48678849240646993; 0.5454545454545454; 0.6741573033707865; 0.44696876157550314; 0.8134110787172013; 0.8773584905660378; 0.7987421383647798
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.9625     0.96666667 0.9625     0.95416667 0.93277311]; 0.5577464788732395; 0.5633802816901409; 0.8333333333333334; 0.994991652754591; 0.994991652754591; 0.994991652754591; 0.6065162907268171; 0.6612021857923497; 0.5544383021985004; 0.5953002610966058; 0.6627906976744186; 0.5663680264328377; 0.8393939393939395; 0.8710691823899371; 0.8333333333333334
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94957983 0.94537815 0.93277311 0.9789916  0.96218487]; 0.6740947075208914; 0.6239554317548747; 0.8679245283018868; 1.0; 1.0; 1.0; 0.6608695652173913; 0.6263736263736264; 0.674768734090768; 0.64; 0.6779661016949152; 0.6246973365617433; 0.8680628272251308; 0.8689727463312369; 0.8679245283018868
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.94583333 0.89915966 0.97058824 0.94957983 0.96218487]; 0.6201117318435754; 0.5698324022346368; 0.8459119496855346; 0.9966555183946488; 1.0; 0.9966442953020135; 0.6699029126213593; 0.8117647058823529; 0.6292866082603255; 0.6384976525821595; 0.723404255319149; 0.5617021276595745; 0.855457227138643; 0.9119496855345912; 0.8459119496855347
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.96503497 0.94755245 0.95104895 0.96503497 0.98239437]; 0.5583333333333333; 0.5875; 0.889412997903564; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.6490066225165563; 0.8376068376068376; 0.565144882218053; 0.6754098360655738; 0.8373983739837398; 0.5810923493850323; 0.8962124938514511; 0.9549266247379455; 0.8894129979035641
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.94755245 0.95104895 0.94405594 0.94405594 0.95070423]; 0.6083333333333333; 0.6041666666666666; 0.8967505241090147; 0.9944055944055945; 0.9957983193277311; 0.9943977591036415; 0.6412213740458015; 0.7368421052631579; 0.614452798663325; 0.6643109540636043; 0.746031746031746; 0.5967000835421887; 0.9002531645569619; 0.9318658280922432; 0.8967505241090147
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95138889 0.95454545 0.95804196 0.96503497 0.96153846]; 0.6302521008403361; 0.6386554621848739; 0.9067085953878407; 0.9972027972027971; 0.9958100558659218; 0.9972067039106145; 0.6333333333333333; 0.5846153846153846; 0.6349002849002849; 0.5742574257425743; 0.5370370370370371; 0.6300569800569802; 0.9049145299145298; 0.8878406708595388; 0.9067085953878407
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; 12; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88111888 0.90559441 0.88111888 0.86363636 0.88461538]; 0.4769874476987448; 0.5146443514644351; 0.8689727463312369; 0.9936842105263157; 0.9902097902097902; 0.9937062937062937; 0.5387453874538746; 0.6697247706422018; 0.4925546930134086; 0.5999999999999999; 0.6692307692307692; 0.4997529992942837; 0.8741188318227594; 0.909853249475891; 0.8689727463312369
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.8986014  0.90559441 0.86713287 0.86363636 0.8556338 ]; 0.4583333333333333; 0.5; 0.8674004192872118; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5666666666666668; 0.7024793388429752; 0.4562816862282103; 0.6129032258064516; 0.7983193277310925; 0.5024654489895132; 0.8756756756756756; 0.9339622641509434; 0.8674004192872118
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.875      0.87152778 0.87762238 0.87412587 0.88461538]; 0.4978902953586498; 0.42616033755274263; 0.8658280922431866; 0.9993021632937892; 0.99860529986053; 0.9993026499302651; 0.5910652920962199; 0.6771653543307087; 0.4840372226198998; 0.5142857142857142; 0.6545454545454545; 0.441445955619184; 0.872255489021956; 0.9161425576519916; 0.8658280922431865
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.95138889 0.95138889 0.93706294 0.94405594 0.94405594]; 0.5232067510548524; 0.5358649789029536; 0.8794549266247379; 0.9951219512195121; 0.99581589958159; 0.995118549511855; 0.5830258302583026; 0.6528925619834711; 0.5204117982331149; 0.5955882352941176; 0.6982758620689655; 0.5392205756625819; 0.8837209302325582; 0.9161425576519916; 0.8794549266247379
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.94405594 0.95454545 0.97902098 0.95454545 0.95804196]; 0.5899581589958159; 0.6569037656903766; 0.9035639412997903; 0.9972027972027973; 0.9972027972027973; 0.9972027972027973; 0.6048387096774193; 0.6818181818181818; 0.5967230443974629; 0.6940298507462687; 0.7209302325581395; 0.6513742071881606; 0.9054470709146968; 0.9234800838574424; 0.9035639412997905
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.92708333 0.94444444 0.95104895 0.94755245 0.96503497]; 0.6118143459915611; 0.5864978902953587; 0.8983228511530398; 0.9972144846796658; 0.99860529986053; 0.9972105997210601; 0.6461538461538462; 0.711864406779661; 0.6122347243982338; 0.6230769230769231; 0.680672268907563; 0.5860988463181883; 0.9008179959100204; 0.9234800838574424; 0.8983228511530399
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.90625    0.89583333 0.91666667 0.93617021]; 0.6415094339622641; 0.660377358490566; 0.8605527638190955; 1.0; 1.0; 1.0; 0.7219512195121951; 0.8314606741573034; 0.6157303370786518; 0.7032967032967035; 0.8311688311688312; 0.6655844155844156; 0.8716763005780348; 0.9308641975308642; 0.8592939913485523
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.90625    0.92708333 0.91666667 0.89583333]; 0.7125; 0.61875; 0.86625; 1.0; 1.0; 1.0; 0.7676767676767677; 0.8941176470588236; 0.700392156862745; 0.6965174129353234; 0.9459459459459459; 0.6415776241357637; 0.8782707622298066; 0.9674185463659147; 0.8665022906393163
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.89583333 0.95833333 0.875      0.89583333 0.91489362]; 0.6981132075471698; 0.6729559748427673; 0.8706030150753769; 0.9937629937629938; 1.0; 0.993723849372385; 0.7623762376237624; 0.9390243902439024; 0.6902914159011719; 0.7499999999999999; 0.896551724137931; 0.6496647509578544; 0.8843995510662177; 0.9656862745098039; 0.8681524156054174
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.66666667 0.6875     0.69791667 0.75      ]; 0.51875; 0.49375; 0.7675; 0.9426229508196722; 0.9583333333333334; 0.9416666666666668; 0.6130653266331659; 0.6559139784946236; 0.49213609372492373; 0.5846153846153846; 0.6951219512195121; 0.4885866166353971; 0.7891156462585034; 0.8385542168674699; 0.7647316538882805
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.72916667 0.64583333 0.65625    0.65957447]; 0.44025157232704404; 0.559748427672956; 0.7952261306532663; 0.9916317991631799; 0.9916317991631799; 0.9916317991631799; 0.43312101910828027; 0.43037974683544306; 0.44018987341772153; 0.5; 0.49295774647887325; 0.5532970550576185; 0.7896774193548387; 0.7866323907455013; 0.7950360970926524
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.625      0.6875     0.62765957 0.71276596]; 0.5632911392405063; 0.569620253164557; 0.821969696969697; 0.9916317991631799; 0.9957983193277311; 0.9915966386554622; 0.6229508196721312; 0.6263736263736264; 0.5519927833360669; 0.5466666666666666; 0.5694444444444444; 0.5696059431524547; 0.8261405672009864; 0.8354114713216958; 0.8217978072721012
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.90625    0.94791667 0.9375     0.93617021]; 0.6918238993710691; 0.5911949685534591; 0.8567839195979899; 1.0; 1.0; 1.0; 0.6956521739130435; 0.7272727272727273; 0.6929046563192904; 0.5806451612903225; 0.6617647058823529; 0.6001131221719457; 0.8564231738035264; 0.8854166666666666; 0.8577568770226536
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.95833333 0.88541667 0.92553191 0.89361702 0.92553191]; 0.6645569620253164; 0.6139240506329114; 0.8493670886075949; 0.9894291754756872; 0.9873417721518988; 0.9894514767932489; 0.6900584795321637; 0.7972972972972973; 0.6724581724581725; 0.6592178770949721; 0.7023809523809523; 0.6079472329472329; 0.8554070473876063; 0.8911392405063291; 0.8493670886075948
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.92708333 0.90625    0.94791667 0.96875   ]; 0.625; 0.5375; 0.83125; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.7087378640776698; 0.8588235294117647; 0.6094117647058823; 0.6262626262626263; 0.8157894736842105; 0.5507518796992481; 0.8471121177802945; 0.9326683291770573; 0.8309958187238671
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.93055556 0.88888889 0.93055556 0.92253521 0.87323944]; 0.6554621848739496; 0.6218487394957983; 0.8406040268456376; 0.9746478873239436; 0.9664804469273743; 0.9748603351955307; 0.7248322147651007; 0.9; 0.6533898305084747; 0.7169811320754716; 0.912; 0.6064424778761062; 0.8567119155354449; 0.9419568822553898; 0.8393994937592739
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.84722222 0.89583333 0.97222222 0.89583333 0.85416667]; 0.6083333333333333; 0.5916666666666667; 0.8366666666666667; 0.9944598337950138; 0.9972222222222222; 0.9944444444444445; 0.673611111111111; 0.8220338983050848; 0.6118366212836899; 0.6474820143884893; 0.72; 0.5860869565217391; 0.8478260869565216; 0.9054726368159204; 0.8363209080227006
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.96527778 0.9084507  0.8943662  0.8943662  0.94366197]; 0.620253164556962; 0.6033755274261603; 0.8448566610455311; 1.0; 1.0; 1.0; 0.6120689655172414; 0.6454545454545455; 0.6219398711524696; 0.6299212598425198; 0.6896551724137931; 0.6051581647192933; 0.8464106844741235; 0.8711340206185567; 0.8453352222298082
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.6875     0.69444444 0.70422535 0.70422535]; 0.4789915966386555; 0.542016806722689; 0.7734899328859061; 0.9499323410013533; 0.9804469273743017; 0.9483240223463688; 0.5441176470588235; 0.6115702479338843; 0.4767252949071131; 0.6007326007326008; 0.7068965517241379; 0.5460712266817411; 0.7897196261682242; 0.8521008403361344; 0.7736216094477992
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.70833333 0.64583333 0.72916667 0.68055556]; 0.4666666666666667; 0.49583333333333335; 0.7866666666666666; 0.9903713892709767; 1.0; 0.9902777777777777; 0.539568345323741; 0.635593220338983; 0.46943595443178665; 0.5433962264150943; 0.6101694915254238; 0.497707696582384; 0.7984251968503937; 0.8506711409395973; 0.7870905373572159
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.65277778 0.71527778 0.68055556 0.68309859]; 0.5397489539748954; 0.5271966527196653; 0.810200668896321; 0.9944598337950139; 1.0; 0.9944289693593314; 0.5833333333333334; 0.6260162601626016; 0.5371460611157836; 0.5670498084291188; 0.6218487394957983; 0.5275910364145658; 0.8179631114675222; 0.848585690515807; 0.8100071309721893
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.90972222 0.9375     0.90277778 0.91666667 0.89583333]; 0.6458333333333334; 0.6291666666666667; 0.8275; 0.9551020408163265; 0.975; 0.9541666666666667; 0.6931407942238266; 0.8347826086956521; 0.6533913043478261; 0.6691449814126393; 0.8035714285714286; 0.6400669642857143; 0.838407494145199; 0.9148211243611585; 0.8293518346112482
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.91666667 0.90277778 0.90277778 0.89583333 0.91666667]; 0.625; 0.6583333333333333; 0.8425; 0.9762900976290098; 0.9722222222222222; 0.9763888888888889; 0.6120689655172413; 0.6228070175438597; 0.6248955722639933; 0.6771653543307086; 0.688; 0.6570434782608694; 0.8428927680798005; 0.8464106844741235; 0.8425065069625193
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.875      0.86111111 0.86111111 0.85416667 0.92361111]; 0.6375; 0.625; 0.8441666666666666; 0.9860335195530725; 0.9805555555555555; 0.9861111111111112; 0.6813186813186812; 0.768595041322314; 0.6363983609972914; 0.6186440677966101; 0.6697247706422018; 0.6287555150920933; 0.8473469387755102; 0.8796610169491526; 0.8447485412614616
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.9375     0.90104167 0.93229167 0.93684211 0.92105263]; 0.5408805031446541; 0.5566037735849056; 0.8096733668341709; 0.9832285115303984; 0.9811715481171548; 0.9832635983263599; 0.5966850828729281; 0.7105263157894737; 0.5480342422320863; 0.6240000000000001; 0.75; 0.5601851851851851; 0.820816085156712; 0.8829516539440203; 0.8105825267238712
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.89473684 0.91578947 0.86842105 0.86842105 0.87894737]; 0.6613924050632911; 0.6930379746835443; 0.8710493046776233; 1.0; 1.0; 1.0; 0.7176781002638521; 0.8343558282208589; 0.6557400056136974; 0.7220630372492836; 0.8344370860927153; 0.6990367248645395; 0.8784266984505364; 0.9340937896070975; 0.8712083071616825
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.9        0.92631579 0.87368421 0.86842105 0.86315789]; 0.7088607594936709; 0.7151898734177216; 0.877370417193426; 0.9873150105708245; 0.9831578947368421; 0.9873684210526316; 0.7430167597765364; 0.83125; 0.7072916666666667; 0.736842105263158; 0.8689655172413793; 0.7268804194394031; 0.882138517618469; 0.9307692307692308; 0.8781028198733934
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; 8; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.77368421 0.71578947 0.72105263 0.76842105 0.74210526]; 0.4873417721518987; 0.5063291139240507; 0.7673830594184576; 0.9484536082474226; 0.968421052631579; 0.9473684210526314; 0.5714285714285714; 0.6792452830188679; 0.48611945679605817; 0.5806451612903225; 0.7012987012987013; 0.5111431778098445; 0.7860465116279071; 0.8578680203045685; 0.7677249421422088
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.71052632 0.64736842 0.6        0.7        0.64893617]; 0.49050632911392406; 0.4778481012658228; 0.7886075949367088; 0.9916142557651992; 0.9978902953586498; 0.9915611814345993; 0.5135951661631419; 0.5629139072847682; 0.49357816576359625; 0.4984802431610942; 0.5290322580645161; 0.4788018433179724; 0.7930607187112764; 0.8205128205128205; 0.7890064102564103
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.63020833 0.66145833 0.66842105 0.68421053 0.66842105]; 0.5534591194968553; 0.5; 0.8012578616352202; 0.9843912591050988; 0.9916142557651991; 0.9842767295597484; 0.5942857142857142; 0.6265060240963856; 0.5500951173113507; 0.5196374622356495; 0.589041095890411; 0.5067298502707869; 0.8075517661388549; 0.8403041825095057; 0.8015503434395219
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; 8; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.9        0.93157895 0.92105263 0.89473684 0.96276596]; 0.6234177215189873; 0.6613924050632911; 0.8462025316455696; 0.9819724284199363; 0.9767932489451476; 0.9820675105485233; 0.6123778501628664; 0.6225165562913907; 0.6233794902669075; 0.6805970149253732; 0.6993865030674846; 0.6601507678736116; 0.8466876971608832; 0.8515228426395939; 0.8462159667743424
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.921875   0.90625    0.90625    0.88541667 0.92631579]; 0.6896551724137931; 0.7115987460815048; 0.8721804511278195; 0.9865005192107995; 0.9916492693110647; 0.9864300626304803; 0.7113702623906707; 0.7484662576687117; 0.68833569293692; 0.7309941520467836; 0.7621951219512195; 0.710129819040126; 0.8762135922330095; 0.8957816377171216; 0.8719414517699533
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.890625   0.92708333 0.90104167 0.890625   0.90526316]; 0.6802507836990596; 0.6300940438871473; 0.8558897243107769; 0.989517819706499; 0.9853862212943633; 0.989561586638831; 0.7371134020618557; 0.8313953488372093; 0.6673983546907135; 0.6666666666666667; 0.7283950617283951; 0.6285287410552803; 0.8643867924528302; 0.9015990159901599; 0.8550140673820531
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.89166667 0.90336134 0.90756303 0.90336134 0.91596639]; 0.6452513966480447; 0.6675977653631285; 0.8542976939203354; 0.973109243697479; 0.9714765100671141; 0.9731543624161073; 0.6939759036144577; 0.8135593220338984; 0.6471111527296564; 0.718676122931442; 0.8397790055248618; 0.6656522146268378; 0.8629191321499013; 0.9171907756813418; 0.8542976939203355
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.90833333 0.94166667 0.9375     0.95       0.91596639]; 0.6619718309859155; 0.676056338028169; 0.8715932914046122; 0.9916805324459236; 0.994991652754591; 0.991652754590985; 0.7101449275362319; 0.8448275862068966; 0.6655077157553819; 0.7160493827160495; 0.8011049723756906; 0.6735409919349716; 0.8787728847105394; 0.9308176100628931; 0.8715932914046122
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.89495798 0.90756303 0.87815126 0.88235294 0.91949153]; 0.5972222222222222; 0.6166666666666667; 0.8422431865828093; 0.9848484848484849; 0.9848484848484849; 0.9848484848484849; 0.671201814058957; 0.8131868131868132; 0.5947956537844179; 0.6698564593301436; 0.7865168539325843; 0.6185331522410175; 0.8529555446995603; 0.9150943396226415; 0.8422431865828091
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64705882 0.64705882 0.66806723 0.62605042 0.63559322]; 0.5416666666666666; 0.5333333333333333; 0.7651991614255765; 0.9083665338645418; 0.9595959595959596; 0.9031986531986531; 0.5691906005221932; 0.5989010989010989; 0.5410235831584146; 0.5625000000000001; 0.6067415730337079; 0.5341400172860848; 0.7784371909000989; 0.8249475890985325; 0.7651991614255765
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.59663866 0.6512605  0.64705882 0.64705882 0.62605042]; 0.5097493036211699; 0.5459610027855153; 0.8197064989517819; 0.9958088851634534; 0.9983193277310924; 0.9957983193277311; 0.5368421052631579; 0.576271186440678; 0.5106630657478115; 0.5653333333333334; 0.5824175824175825; 0.5454460793443845; 0.8234086242299795; 0.8406708595387841; 0.8197064989517819
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64285714 0.68067227 0.63865546 0.61344538 0.69067797]; 0.4888888888888889; 0.5166666666666667; 0.7945492662473794; 0.9716666666666667; 0.9814814814814815; 0.9713804713804713; 0.4556213017751479; 0.44; 0.4875675675675676; 0.5193370165745858; 0.5081081081081081; 0.5169111969111969; 0.7936842105263158; 0.790356394129979; 0.7945492662473794
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.875      0.93697479 0.90756303 0.92436975 0.89495798]; 0.6424581005586593; 0.6005586592178771; 0.8296645702306079; 0.9540034071550255; 0.9395973154362416; 0.9546979865771812; 0.6424581005586592; 0.6764705882352942; 0.6440863579474343; 0.6342710997442454; 0.6595744680851063; 0.5974342928660826; 0.8309932397295893; 0.8375262054507338; 0.8296645702306079
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.88655462 0.83613445 0.92016807 0.90756303 0.93697479]; 0.6545961002785515; 0.6155988857938719; 0.84958071278826; 0.9789739276703111; 0.9781512605042016; 0.9789915966386554; 0.696078431372549; 0.7888888888888889; 0.6542209807572935; 0.6790697674418605; 0.8156424581005587; 0.6161545623836127; 0.8584114454859397; 0.9119496855345912; 0.84958071278826
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8697479  0.86554622 0.81512605 0.8907563  0.85169492]; 0.625; 0.6361111111111111; 0.8438155136268344; 0.9727891156462585; 0.9629629629629629; 0.973063973063973; 0.6650124069478908; 0.7204301075268817; 0.6217093066370041; 0.661498708010336; 0.735632183908046; 0.639321468298109; 0.8484231943031537; 0.8742138364779874; 0.8438155136268344
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; 12; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.91666667 0.92361111 0.89583333 0.90972222 0.8951049 ]; 0.7319148936170212; 0.7106382978723405; 0.9156184486373166; 0.9789325842696629; 0.9694019471488178; 0.9791376912378302; 0.75098814229249; 0.8482142857142857; 0.7371152729384436; 0.7301587301587301; 0.7479674796747967; 0.708805168408827; 0.9165370658372213; 0.9266247379454927; 0.9156184486373166
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.88541667 0.88888889 0.91608392 0.87412587 0.88811189]; 0.6919831223628692; 0.70042194092827; 0.9171907756813418; 0.9902642559109875; 0.99302649930265; 0.9902370990237098; 0.7224334600760457; 0.7786885245901639; 0.689344262295082; 0.7237354085603114; 0.808695652173913; 0.7035281539558089; 0.9193054136874362; 0.9433962264150944; 0.9171907756813418
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.87762238 0.88461538 0.83566434 0.84265734 0.89160839]; 0.6652719665271967; 0.6192468619246861; 0.9093291404612159; 0.9985994397759104; 0.9972027972027973; 0.9986013986013986; 0.68; 0.7870370370370371; 0.6759612666101217; 0.6714801444043322; 0.7099236641221374; 0.6095914616906983; 0.9115089514066496; 0.9339622641509434; 0.9093291404612159
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64335664 0.68881119 0.66083916 0.66783217 0.6443662 ]; 0.4666666666666667; 0.5583333333333333; 0.7971698113207547; 0.8949897048730268; 0.9131652661064426; 0.8928571428571428; 0.5114503816793894; 0.5537190082644629; 0.4659351343843323; 0.6044776119402985; 0.680672268907563; 0.5593443989165914; 0.8052340211373931; 0.8385744234800838; 0.7971698113207547
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67013889 0.69444444 0.7027972  0.63636364 0.72727273]; 0.48523206751054854; 0.5358649789029536; 0.8674004192872118; 0.9855670103092783; 1.0; 0.9853556485355648; 0.5579710144927537; 0.6416666666666667; 0.48322649572649573; 0.5985401459854014; 0.7008547008547008; 0.5379273504273504; 0.8738154613466335; 0.9182389937106918; 0.8674004192872118
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.71678322 0.65034965 0.67482517 0.68881119 0.72727273]; 0.47280334728033474; 0.4686192468619247; 0.8485324947589099; 0.9751381215469613; 0.9874125874125874; 0.9748251748251748; 0.4793388429752066; 0.5; 0.47357723577235766; 0.5019607843137255; 0.5203252032520326; 0.46705915335015424; 0.851413881748072; 0.8679245283018868; 0.8485324947589099
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.89930556 0.89930556 0.89236111 0.88888889 0.87412587]; 0.6085106382978723; 0.6553191489361702; 0.8957023060796646; 0.9819694868238558; 0.9847009735744089; 0.9819193324061195; 0.6229508196721311; 0.6551724137931034; 0.6090988119385685; 0.6798418972332015; 0.7226890756302521; 0.6544479860909882; 0.8973697782362042; 0.9119496855345912; 0.8957023060796645
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.84965035 0.89160839 0.90559441 0.88811189 0.90909091]; 0.606694560669456; 0.6736401673640168; 0.8930817610062893; 0.9776536312849162; 0.9790209790209791; 0.9776223776223777; 0.6412213740458015; 0.7636363636363637; 0.6182522903453136; 0.7272727272727273; 0.8062015503875969; 0.6621916842847075; 0.896969696969697; 0.9308176100628931; 0.8930817610062893
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.89930556 0.89583333 0.85314685 0.89160839 0.89160839]; 0.70042194092827; 0.6919831223628692; 0.9145702306079665; 0.9867411025819958; 0.9860529986052998; 0.9867503486750347; 0.7360594795539034; 0.8839285714285714; 0.7099642857142857; 0.7508532423208192; 0.88; 0.6810714285714285; 0.9182957393483709; 0.960167714884696; 0.9145702306079665
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.82291667 0.77083333 0.82291667 0.8125    ]; 0.60625; 0.70625; 0.795; 0.889795918367347; 0.9083333333333333; 0.8875; 0.631578947368421; 0.6506024096385542; 0.6045219840400564; 0.7486631016042781; 0.7692307692307693; 0.6962095875139352; 0.8066037735849056; 0.8260869565217391; 0.7938724938049111
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.86458333 0.8125     0.85416667 0.76041667 0.88297872]; 0.6477987421383647; 0.6540880503144654; 0.8567839195979899; 0.9937106918238993; 0.9916317991631799; 0.993723849372385; 0.711340206185567; 0.7752808988764045; 0.6304975922953451; 0.7179487179487181; 0.8333333333333334; 0.6433333333333334; 0.8683602771362586; 0.912621359223301; 0.8547481796116505
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.77083333 0.79166667 0.82291667 0.70833333]; 0.6375; 0.5375; 0.8275; 0.9875; 0.9875; 0.9875000000000002; 0.6704545454545454; 0.6941176470588235; 0.6337254901960784; 0.5487804878048781; 0.5357142857142857; 0.537593984962406; 0.8317073170731708; 0.8337408312958435; 0.8273563491517582
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.53125    0.46875    0.51041667 0.57446809 0.58510638]; 0.5759493670886076; 0.47468354430379744; 0.5441919191919192; 0.5950095969289828; 0.6512605042016807; 0.5567226890756303; 0.6564102564102564; 0.7272727272727273; 0.5564935064935065; 0.4779874213836478; 0.5352112676056338; 0.48024931196373644; 0.5874285714285713; 0.6473551637279596; 0.543930746420942
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.65625    0.64583333 0.61458333 0.55319149]; 0.5911949685534591; 0.5031446540880503; 0.8165829145728644; 0.995798319327731; 0.9916317991631799; 0.99581589958159; 0.6486486486486487; 0.7142857142857143; 0.5838095238095239; 0.5031446540880502; 0.5263157894736842; 0.5041217501585289; 0.821951219512195; 0.8446115288220551; 0.8165123135294156
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.59574468 0.46808511 0.56382979 0.53191489 0.54255319]; 0.5128205128205128; 0.532051282051282; 0.8017902813299232; 0.9872340425531915; 0.9872340425531915; 0.9872340425531916; 0.5; 0.4810126582278481; 0.5132336018411967; 0.5521472392638037; 0.5487804878048781; 0.5311470006591958; 0.8025477707006369; 0.7954545454545454; 0.80187235044748
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.78125    0.8125     0.78125    0.78125   ]; 0.6875; 0.68125; 0.82625; 0.9188034188034188; 0.8958333333333334; 0.9208333333333334; 0.7191011235955056; 0.7191011235955056; 0.6834942237695838; 0.7052023121387282; 0.7439024390243902; 0.6796435272045028; 0.8302808302808302; 0.8272506082725061; 0.8262217051645306
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.85416667 0.89361702 0.81914894 0.82978723]; 0.6645569620253164; 0.6518987341772152; 0.8531645569620253; 0.9828326180257511; 0.9662447257383966; 0.9831223628691983; 0.618705035971223; 0.6142857142857143; 0.6594155844155846; 0.6405228758169935; 0.5568181818181818; 0.6641233766233765; 0.8469656992084432; 0.8126582278481013; 0.8531645569620253
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.82291667 0.84042553 0.88297872 0.82978723 0.90425532]; 0.6496815286624203; 0.5923566878980892; 0.8473282442748091; 0.9978768577494692; 0.9957627118644068; 0.9978813559322034; 0.7027027027027027; 0.7738095238095238; 0.6403294194390085; 0.627906976744186; 0.6666666666666666; 0.5899122807017543; 0.855072463768116; 0.8827930174563591; 0.8465913139229847
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.88732394 0.84507042 0.83098592 0.82394366 0.72142857]; 0.576271186440678; 0.6567796610169492; 0.8211864406779661; 0.9566473988439307; 0.9350282485875706; 0.9576271186440678; 0.6323529411764706; 0.7747747747747747; 0.5873873873873874; 0.7177700348432055; 0.8046875; 0.6430844907407407; 0.8313349320543565; 0.8768971332209107; 0.820901718228854
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.85416667 0.76388889 0.77777778 0.85416667 0.80555556]; 0.6541666666666667; 0.6291666666666667; 0.8258333333333333; 0.9476661951909475; 0.9305555555555556; 0.9486111111111112; 0.6066350710900474; 0.5378151260504201; 0.653205083686367; 0.5700483091787439; 0.47580645161290325; 0.6344549499443827; 0.8142222222222222; 0.7595356550580431; 0.8261664874955207
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.68055556 0.75352113 0.72535211 0.76056338]; 0.634453781512605; 0.6470588235294118; 0.8521008403361344; 0.9929676511954995; 0.988795518207283; 0.9929971988795518; 0.66147859922179; 0.6589147286821705; 0.6322096579190668; 0.6410256410256411; 0.7142857142857143; 0.6541353383458647; 0.8535773710482529; 0.868020304568528; 0.8522071472759167
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.58333333 0.55555556 0.56338028 0.54929577 0.6056338 ]; 0.5294117647058824; 0.4789915966386555; 0.5857142857142857; 0.6512890094979648; 0.6722689075630253; 0.6400560224089638; 0.5130434782608695; 0.48760330578512395; 0.5301264392173483; 0.43119266055045874; 0.42727272727272725; 0.4753551136363636; 0.5839662447257383; 0.5884353741496599; 0.5857459262774877
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.55555556 0.5        0.56944444 0.50694444 0.57042254]; 0.497907949790795; 0.5564853556485355; 0.8110367892976589; 1.0; 1.0; 1.0; 0.5238095238095237; 0.532258064516129; 0.49656381486676016; 0.5092592592592593; 0.46218487394957986; 0.5560924369747899; 0.8094435075885328; 0.7973421926910299; 0.8111290088034274
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.52777778 0.50694444 0.52083333 0.53472222 0.5625    ]; 0.55; 0.4791666666666667; 0.7983333333333333; 0.9875862068965517; 0.9944444444444445; 0.9875; 0.5714285714285714; 0.549618320610687; 0.5500385181035087; 0.47698744769874474; 0.4523809523809524; 0.4805764411027569; 0.800986842105263; 0.7893030794165316; 0.798596651200547
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.80555556 0.84027778 0.84722222 0.85416667 0.80555556]; 0.5625; 0.5625; 0.785; 0.9318181818181819; 0.9111111111111111; 0.9333333333333332; 0.6125461254612545; 0.6535433070866141; 0.5568601491185283; 0.6037735849056602; 0.7207207207207207; 0.5735386549340037; 0.7919354838709677; 0.8210702341137124; 0.7851198346648296
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.79166667 0.74305556 0.81690141 0.76056338 0.81690141]; 0.6260504201680672; 0.6260504201680672; 0.8352941176470589; 0.9744318181818182; 0.9607843137254902; 0.9747899159663866; 0.6509803921568628; 0.6859504132231405; 0.6250264886628524; 0.6715867158671587; 0.7165354330708661; 0.6195289777966944; 0.8406504065040651; 0.8545454545454545; 0.8349650349650349
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.75694444 0.76056338 0.71126761 0.76056338]; 0.6134453781512605; 0.6428571428571429; 0.8201680672268907; 0.9476661951909477; 0.938375350140056; 0.9481792717086834; 0.6198347107438017; 0.5813953488372093; 0.6163857478131002; 0.6382978723404256; 0.5859375; 0.6475142045454545; 0.8192567567567568; 0.7899022801302932; 0.8211664178429244
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.77894737 0.79473684 0.80526316 0.80526316 0.7606383 ]; 0.6613924050632911; 0.6329113924050633; 0.8588607594936709; 1.0; 1.0; 1.0; 0.6968838526912182; 0.7365269461077845; 0.656854077080738; 0.6830601092896175; 0.8064516129032258; 0.6361450611099979; 0.8662267546490702; 0.907035175879397; 0.8584920777356169
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.75263158 0.76842105 0.80526316 0.72631579 0.81914894]; 0.6550632911392406; 0.6139240506329114; 0.8164556962025317; 0.9368983957219252; 0.9240506329113924; 0.9377637130801688; 0.6912181303116147; 0.782051282051282; 0.656650641025641; 0.6534090909090908; 0.6804733727810651; 0.6089441693837297; 0.8231707317073171; 0.8448060075093867; 0.816128996072235
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.77083333 0.74479167 0.78125    0.73958333 0.74479167]; 0.60625; 0.65; 0.848125; 0.9947643979057591; 0.9895833333333334; 0.9947916666666667; 0.6519337016574586; 0.7195121951219512; 0.6033458411507192; 0.6744186046511628; 0.725; 0.6499999999999999; 0.8537025888019266; 0.8818407960199005; 0.8479555738893472
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.61458333 0.62631579 0.61052632 0.57368421]; 0.4748427672955975; 0.5471698113207547; 0.7295597484276729; 0.8776978417266187; 0.8951781970649895; 0.8752620545073375; 0.47318611987381703; 0.47468354430379744; 0.4748417721518987; 0.5582822085889572; 0.5759493670886076; 0.5473496835443038; 0.7339108910891089; 0.7477931904161412; 0.7296055036145951
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.57291667 0.52083333 0.55789474 0.48947368 0.46842105]; 0.559748427672956; 0.5345911949685535; 0.8188679245283019; 1.0; 1.0; 1.0; 0.6089385474860335; 0.6337209302325582; 0.5531618349792928; 0.5374999999999999; 0.5657894736842105; 0.5359067850348764; 0.8235294117647058; 0.8389513108614233; 0.8187151991569473
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.55208333 0.546875   0.5        0.55208333 0.57894737]; 0.554858934169279; 0.4952978056426332; 0.8032581453634086; 0.9884575026232948; 0.9832985386221295; 0.9885177453027142; 0.572289156626506; 0.6050955414012739; 0.5556341904537234; 0.5135951661631419; 0.5182926829268293; 0.49463021243115657; 0.8056930693069306; 0.81375; 0.803231783919598
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.8125     0.796875   0.77368421 0.81052632 0.8       ]; 0.6572327044025157; 0.6289308176100629; 0.7962264150943397; 0.8946796959826276; 0.8637316561844863; 0.8983228511530398; 0.668693009118541; 0.6470588235294118; 0.6579888712241653; 0.6143790849673203; 0.6025641025641025; 0.6284425451092118; 0.7917737789203084; 0.7671232876712328; 0.7965222537466712
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.78645833 0.78645833 0.78421053 0.82105263 0.81052632]; 0.6540880503144654; 0.6792452830188679; 0.849685534591195; 0.9712460063897763; 0.9559748427672956; 0.9716981132075472; 0.6839080459770116; 0.7777777777777778; 0.6585858585858585; 0.7134831460674158; 0.7604790419161677; 0.6749415077130507; 0.8545343883140597; 0.8808030112923463; 0.849607054195984
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.765625   0.75520833 0.765625   0.77368421 0.76315789]; 0.6446540880503144; 0.6477987421383647; 0.8347989949748744; 0.959830866807611; 0.9497907949790795; 0.9602510460251047; 0.64576802507837; 0.64375; 0.6446598101265824; 0.6455696202531644; 0.6538461538461539; 0.6479107312440645; 0.8336495888678052; 0.8299748110831234; 0.8347869042884288
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.84033613 0.81092437 0.75210084 0.78991597 0.76271186]; 0.6638888888888889; 0.6222222222222222; 0.7924528301886793; 0.8779631255487269; 0.8417508417508418; 0.8829966329966329; 0.6492753623188405; 0.6549707602339181; 0.6634642160957951; 0.6201117318435754; 0.5873015873015873; 0.62406015037594; 0.785016286644951; 0.7578616352201258; 0.7924528301886793
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; 10; ipca_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.77083333 0.7875     0.75416667 0.80416667 0.75833333]; 0.6694915254237288; 0.6214689265536724; 0.8679245283018868; 0.9991673605328892; 1.0; 0.9991666666666666; 0.6507462686567164; 0.6264367816091954; 0.6687739463601533; 0.6081871345029239; 0.5777777777777777; 0.6222222222222223; 0.865814696485623; 0.8522012578616353; 0.8679245283018867
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.75416667 0.76470588 0.75210084 0.70168067 0.74369748]; 0.6508379888268156; 0.6620111731843575; 0.8422431865828093; 0.9531914893617021; 0.9395973154362416; 0.9538590604026845; 0.6736292428198434; 0.7247191011235955; 0.6512484394506867; 0.6720867208672087; 0.6888888888888889; 0.6618601747815231; 0.843798650752465; 0.8522012578616353; 0.8422431865828092
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.54621849 0.52941176 0.58403361 0.55462185 0.58474576]; 0.46944444444444444; 0.5055555555555555; 0.8066037735849056; 1.0; 1.0; 1.0; 0.4795640326975477; 0.5057471264367817; 0.47061549870226177; 0.5364583333333333; 0.553763440860215; 0.503893214682981; 0.8096957194430118; 0.8228511530398323; 0.8066037735849058
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61344538 0.57142857 0.57983193 0.59663866 0.55084746]; 0.5833333333333334; 0.5472222222222223; 0.8333333333333334; 0.9957947855340623; 0.9966329966329966; 0.9957912457912457; 0.5923913043478262; 0.6449704142011834; 0.586883112859754; 0.5766233766233766; 0.581151832460733; 0.5450137860528517; 0.8362512873326466; 0.8511530398322851; 0.8333333333333333
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.53781513 0.57563025 0.56302521 0.52941176 0.5720339 ]; 0.5166666666666667; 0.5; 0.8076519916142557; 0.9890664423885619; 0.98989898989899; 0.9890572390572392; 0.521978021978022; 0.5191256830601093; 0.5166249884227101; 0.5081967213114755; 0.5254237288135594; 0.5004167824395666; 0.8087545596664929; 0.8134171907756813; 0.8076519916142557
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.80252101 0.76890756 0.77310924 0.81932773 0.75630252]; 0.6657381615598886; 0.6406685236768802; 0.8060796645702306; 0.8966695132365499; 0.8823529411764706; 0.8983193277310924; 0.6954314720812181; 0.7873563218390804; 0.6693538365952159; 0.6950354609929078; 0.7945945945945946; 0.635803044423734; 0.8138832997987927; 0.8480083857442348; 0.8060796645702306
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.74369748 0.79411765 0.80672269 0.77310924 0.83613445]; 0.6155988857938719; 0.6044568245125348; 0.8223270440251572; 0.9489177489177488; 0.9210084033613445; 0.9504201680672267; 0.6229508196721312; 0.6195652173913043; 0.6154968944099378; 0.5895953757225433; 0.5828571428571429; 0.6039285714285714; 0.8184252811997856; 0.80083857442348; 0.8223270440251572
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.78571429 0.78991597 0.78151261 0.76470588 0.76694915]; 0.6388888888888888; 0.6416666666666667; 0.8354297693920335; 0.9526270456503015; 0.930976430976431; 0.9537037037037037; 0.6683673469387754; 0.7119565217391305; 0.6372282608695652; 0.6631853785900783; 0.7215909090909091; 0.6434041501976285; 0.8378099173553719; 0.850104821802935; 0.8354297693920335
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.77083333 0.76573427 0.75524476 0.78671329 0.75874126]; 0.592436974789916; 0.634453781512605; 0.8616352201257862; 0.943899018232819; 0.9399441340782123; 0.9441340782122905; 0.6104417670682732; 0.6846846846846847; 0.598247854153366; 0.6692015209125475; 0.6929133858267716; 0.6302404766971696; 0.8637770897832818; 0.8773584905660378; 0.8616352201257861
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.76041667 0.76736111 0.77622378 0.77272727 0.77622378]; 0.6413502109704642; 0.6075949367088608; 0.860062893081761; 0.9356471438900941; 0.902370990237099; 0.9379358437935843; 0.6046511627906976; 0.5462184873949579; 0.6417533114940891; 0.5633802816901409; 0.5084745762711864; 0.6071784646061814; 0.8525676421866372; 0.8092243186582809; 0.8600628930817612
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.77272727 0.78671329 0.79020979 0.77272727 0.77622378]; 0.5606694560669456; 0.5481171548117155; 0.8480083857442348; 0.9453513129879347; 0.9314685314685315; 0.9461538461538462; 0.5945945945945945; 0.5877862595419847; 0.5577820186598813; 0.546218487394958; 0.6018518518518519; 0.5528343228724908; 0.8478488982161595; 0.8469601677148847; 0.8480083857442349
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.51736111 0.56643357 0.58741259 0.52097902 0.56993007]; 0.6134453781512605; 0.5756302521008403; 0.5681341719077568; 0.6116923076923076; 0.6941340782122905; 0.5593575418994413; 0.6034482758620691; 0.5932203389830508; 0.6132768361581921; 0.6070038910505837; 0.65; 0.575; 0.6102175969725638; 0.6761006289308176; 0.5681341719077568
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.51398601 0.54545455 0.6013986  0.51408451]; 0.49583333333333335; 0.5375; 0.8752620545073375; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.4937238493723849; 0.5412844036697247; 0.4996498354226486; 0.5612648221343873; 0.5419847328244275; 0.5370474122837734; 0.8756530825496343; 0.8784067085953878; 0.8752620545073375
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.52447552 0.56993007 0.53846154 0.58041958 0.61538462]; 0.5230125523012552; 0.5188284518828452; 0.8632075471698113; 0.9776223776223776; 0.9776223776223776; 0.9776223776223776; 0.5581395348837209; 0.5901639344262295; 0.5215776937088412; 0.5267489711934157; 0.5470085470085471; 0.5194059128485358; 0.8648368720870016; 0.8752620545073375; 0.8632075471698113
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.74305556 0.81468531 0.76573427 0.75524476 0.77622378]; 0.634453781512605; 0.6218487394957983; 0.8176100628930818; 0.8743570903747244; 0.8310055865921788; 0.880586592178771; 0.6588235294117647; 0.717948717948718; 0.6358338631065903; 0.6153846153846154; 0.5950413223140496; 0.6223069859433495; 0.811891891891892; 0.7872117400419287; 0.8176100628930818
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.73426573 0.78671329 0.78321678 0.76223776 0.74125874]; 0.6359832635983264; 0.6778242677824268; 0.8820754716981132; 0.9565836298932384; 0.9398601398601398; 0.9573426573426573; 0.609865470852018; 0.591304347826087; 0.6343618513323984; 0.6778242677824268; 0.6532258064516129; 0.6787868162692846; 0.8794858061060524; 0.860587002096436; 0.8820754716981132
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.79166667 0.75874126 0.78671329 0.77972028 0.76573427]; 0.6512605042016807; 0.6134453781512605; 0.8752620545073375; 0.9551601423487545; 0.9371508379888268; 0.9560055865921787; 0.6584362139917695; 0.7142857142857143; 0.6547619047619048; 0.6515151515151516; 0.6825396825396826; 0.6091269841269842; 0.8755230125523012; 0.8773584905660378; 0.8752620545073375
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.78125    0.73958333 0.69791667 0.69148936]; 0.559748427672956; 0.6352201257861635; 0.7826633165829145; 0.901098901098901; 0.8577405857740585; 0.9058577405857741; 0.611111111111111; 0.6707317073170732; 0.5561450744377574; 0.6627906976744187; 0.7808219178082192; 0.6462249123924817; 0.7856257744733581; 0.8045685279187818; 0.782881278884764
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.75       0.80851064 0.77659574 0.79787234]; 0.5886075949367089; 0.5822784810126582; 0.7974683544303798; 0.9376344086021505; 0.919831223628692; 0.9388185654008437; 0.6368715083798883; 0.6785714285714286; 0.5825289575289576; 0.6526315789473685; 0.6888888888888889; 0.5650326797385621; 0.8081534772182255; 0.8199513381995134; 0.7965192047198095
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.6875     0.72916667 0.71875    0.78125   ]; 0.6875; 0.61875; 0.82375; 0.9353448275862069; 0.9041666666666667; 0.9375000000000001; 0.6710526315789473; 0.6219512195121951; 0.6891807379612258; 0.5906040268456376; 0.5714285714285714; 0.617039586919105; 0.8156862745098038; 0.7819548872180451; 0.8236457727860799
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.52083333 0.5625     0.53125    0.54166667]; 0.48125; 0.56875; 0.7575; 0.9149797570850202; 0.9416666666666667; 0.9125; 0.457516339869281; 0.45454545454545453; 0.4802847754654984; 0.5766871165644173; 0.618421052631579; 0.5711152882205515; 0.7604938271604939; 0.7837150127226463; 0.7579508724546893
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.51041667 0.55208333 0.46875    0.5        0.5106383 ]; 0.4430379746835443; 0.5316455696202531; 0.7954545454545454; 1.0; 1.0; 1.0; 0.4358974358974359; 0.4722222222222222; 0.44541343669250644; 0.5795454545454545; 0.6623376623376623; 0.5348725348725349; 0.7995049504950495; 0.834625322997416; 0.7963250071777203
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.54255319 0.43617021 0.5212766  0.61702128 0.4893617 ]; 0.46794871794871795; 0.4935897435897436; 0.7915601023017903; 0.9978678038379531; 0.9957446808510638; 0.9978723404255319; 0.48447204968944096; 0.4482758620689655; 0.47051474262868564; 0.4697986577181208; 0.4605263157894737; 0.49276315789473685; 0.7907573812580232; 0.7738693467336684; 0.7918825900335009
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.80208333 0.84375    0.8125     0.82291667]; 0.58125; 0.58125; 0.74375; 0.8631984585741811; 0.9333333333333333; 0.8520833333333333; 0.6528497409326425; 0.7159090909090909; 0.5662878787878788; 0.676328502415459; 0.8333333333333334; 0.5679824561403509; 0.7769314472252448; 0.866504854368932; 0.7399534581123011
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.80208333 0.83333333 0.75       0.76041667]; 0.61875; 0.5875; 0.795; 0.9211087420042644; 0.9; 0.9229166666666666; 0.6347305389221558; 0.6625; 0.61875; 0.5975609756097561; 0.620253164556962; 0.5879043600562588; 0.795; 0.7969924812030075; 0.795004968781055
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.72916667 0.73958333 0.76041667 0.75531915 0.75531915]; 0.5632911392405063; 0.5949367088607594; 0.8017676767676768; 0.948936170212766; 0.9369747899159664; 0.9495798319327732; 0.5306122448979592; 0.5131578947368421; 0.5614569961489089; 0.5844155844155844; 0.6338028169014085; 0.598510603853003; 0.7963683527885863; 0.7974025974025974; 0.8016497016497017
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.66666667 0.75       0.77083333 0.71830986]; 0.502092050209205; 0.602510460251046; 0.6914715719063546; 0.7885402455661663; 0.8050139275766016; 0.7841225626740946; 0.5258964143426296; 0.6055045871559633; 0.5104446012702892; 0.6494464944649446; 0.7333333333333333; 0.6019607843137255; 0.7059760956175298; 0.7534013605442177; 0.6924901539563194
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.77777778 0.70422535 0.73943662 0.72535211]; 0.6260504201680672; 0.6218487394957983; 0.8344537815126051; 0.9742120343839541; 0.9523809523809523; 0.9747899159663865; 0.593607305936073; 0.5909090909090909; 0.6235795454545454; 0.625; 0.6410256410256411; 0.622165713074804; 0.8297320656871219; 0.821917808219178; 0.8342262308422622
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.69014085 0.81690141 0.76056338 0.67605634 0.79577465]; 0.6101694915254238; 0.597457627118644; 0.8037225042301185; 0.9356223175965666; 0.9211267605633803; 0.9366197183098592; 0.5740740740740742; 0.4881889763779528; 0.620241277179802; 0.5739910313901346; 0.5039370078740157; 0.6051795131113198; 0.7961335676625659; 0.7438423645320197; 0.8056035557389591
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.45833333 0.52083333 0.47222222 0.44366197 0.45070423]; 0.5042016806722689; 0.5294117647058824; 0.5201342281879194; 0.4940828402366864; 0.4664804469273743; 0.5223463687150838; 0.48695652173913045; 0.5137614678899083; 0.5049427494488301; 0.504424778761062; 0.5; 0.5282258064516129; 0.49469964664310956; 0.4819277108433735; 0.5191962613136671
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.48611111 0.43055556 0.47916667 0.55633803 0.50704225]; 0.48739495798319327; 0.4957983193277311; 0.7969798657718121; 1.0; 1.0; 1.0; 0.5; 0.48031496062992124; 0.4879052280627084; 0.4690265486725664; 0.4690265486725664; 0.4945132743362832; 0.7959527824620575; 0.7892976588628763; 0.7970057317883404
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.45833333 0.52083333 0.56338028 0.57746479 0.57746479]; 0.5042016806722689; 0.40336134453781514; 0.7798319327731092; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.4957264957264957; 0.48333333333333334; 0.5043785310734463; 0.39830508474576276; 0.3790322580645161; 0.4044284097340124; 0.7787162162162162; 0.7670549084858569; 0.7799620892174616
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72222222 0.71527778 0.71830986 0.79577465 0.6971831 ]; 0.6050420168067226; 0.6176470588235294; 0.7184873949579832; 0.805699481865285; 0.8711484593837535; 0.7899159663865546; 0.6666666666666665; 0.8545454545454545; 0.6225852272727272; 0.6872852233676976; 0.8695652173913043; 0.6258395192647578; 0.7509293680297398; 0.8676975945017182; 0.7216777446192801
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.72222222 0.75352113 0.67605634 0.75352113]; 0.5966386554621849; 0.5714285714285714; 0.7924369747899159; 0.9304964539007092; 0.9187675070028011; 0.9313725490196078; 0.6065573770491804; 0.5967741935483871; 0.5966327108092813; 0.5565217391304348; 0.5981308411214953; 0.5738745808660912; 0.7905004240882104; 0.7925170068027211; 0.792437905394716
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.6875     0.75352113 0.74647887 0.65492958]; 0.6050420168067226; 0.5672268907563025; 0.7941176470588235; 0.9314285714285715; 0.9131652661064426; 0.9327731092436973; 0.5154639175257733; 0.45045045045045046; 0.5953039653827056; 0.48756218905472637; 0.47115384615384615; 0.5564724454649829; 0.7762557077625571; 0.743006993006993; 0.7922154706135289
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.75       0.77368421 0.76842105 0.76842105]; 0.5786163522012578; 0.6289308176100629; 0.7270440251572327; 0.8063829787234043; 0.7945492662473794; 0.8092243186582809; 0.6510416666666667; 0.8680555555555556; 0.6035680076628352; 0.702020202020202; 0.7897727272727273; 0.6096750960307298; 0.7476744186046511; 0.8067754077791719; 0.7268429371808848
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; 8; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.71875    0.73958333 0.72916667 0.68229167 0.69473684]; 0.5956112852664577; 0.5924764890282131; 0.7969924812030075; 0.9310710498409331; 0.9164926931106472; 0.9321503131524007; 0.6172106824925816; 0.6753246753246753; 0.5982683982683983; 0.6107784431137725; 0.6296296296296297; 0.5918848785090824; 0.7992565055762082; 0.8113207547169812; 0.7970461451487527
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.75520833 0.77083333 0.71875    0.71875    0.7       ]; 0.5768025078369906; 0.5736677115987461; 0.8007518796992481; 0.9505783385909569; 0.9436325678496869; 0.9509394572025053; 0.5714285714285714; 0.6122448979591837; 0.5793782629330803; 0.6344086021505375; 0.7065868263473054; 0.567109202647337; 0.805860805860806; 0.832282471626734; 0.8009482096614366
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52083333 0.57291667 0.46875    0.50520833 0.55729167]; 0.509375; 0.471875; 0.783125; 0.9781021897810218; 0.9770833333333333; 0.9781249999999999; 0.5078369905956113; 0.5225806451612903; 0.5097751710654936; 0.45307443365695793; 0.4605263157894737; 0.4713345864661654; 0.7813484562066794; 0.7878017789072427; 0.7831997824425513
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; 8; ipca_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.52083333 0.52604167 0.4375     0.53645833 0.45263158]; 0.554858934169279; 0.47648902821316613; 0.806390977443609; 1.0; 1.0; 1.0; 0.5696969696969696; 0.5949367088607594; 0.5552323295856593; 0.5102639296187683; 0.4943181818181818; 0.47443181818181823; 0.8103130755064457; 0.8118081180811808; 0.8062872008030425
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.50520833 0.48947368 0.6        0.52631579 0.45263158]; 0.4921135646687697; 0.501577287066246; 0.7944514501891551; 0.9926238145416227; 0.9894957983193278; 0.9926470588235294; 0.48562300319488816; 0.4444444444444444; 0.4961948249619482; 0.487012987012987; 0.46875; 0.501890923566879; 0.7923566878980892; 0.7707558859975217; 0.794877301150237
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; 8; ipca_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.77604167 0.75263158 0.74736842 0.81052632 0.73157895]; 0.5709779179810726; 0.5899053627760252; 0.7326607818411097; 0.8347280334728034; 0.8382352941176471; 0.8340336134453782; 0.6179775280898877; 0.6547619047619048; 0.5656359859379994; 0.6198830409356725; 0.6973684210526315; 0.5941387559808613; 0.7436517533252721; 0.7726130653266332; 0.7325090643088862
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.78645833 0.71875    0.734375   0.73958333 0.76041667]; 0.621875; 0.559375; 0.796875; 0.9331919406150583; 0.9166666666666666; 0.934375; 0.6134185303514376; 0.6037735849056604; 0.6217625688503456; 0.5377049180327869; 0.5503355704697986; 0.5587935162290514; 0.791800128122998; 0.7842639593908629; 0.7966886299417368
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.73684211 0.72631579 0.76842105 0.76315789 0.7606383 ]; 0.6107594936708861; 0.5632911392405063; 0.7873417721518987; 0.9183895538628946; 0.890295358649789; 0.9208860759493671; 0.5802047781569966; 0.5592105263157895; 0.6088735558408215; 0.5632911392405063; 0.55625; 0.5633814102564102; 0.7801047120418848; 0.7582697201017812; 0.7871953134513944
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; 10; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68907563 0.71008403 0.69747899 0.73109244 0.71008403]; 0.6128133704735376; 0.6295264623955432; 0.7122641509433962; 0.7442289935364729; 0.6773109243697479; 0.7672268907563026; 0.5587301587301589; 0.546583850931677; 0.606625258799172; 0.6029850746268657; 0.51010101010101; 0.6432492628144801; 0.6832083092902481; 0.6205450733752621; 0.7122641509433962
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.72083333 0.66666667 0.70416667 0.69166667 0.68067227]; 0.6169014084507042; 0.6281690140845071; 0.8160377358490566; 0.9293617021276596; 0.9115191986644408; 0.9307178631051752; 0.5952380952380952; 0.5813953488372093; 0.6158342864404627; 0.6451612903225806; 0.6557377049180327; 0.6272874571101791; 0.813595326606479; 0.8029350104821803; 0.8160377358490565
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74789916 0.73529412 0.72268908 0.66806723 0.70338983]; 0.6333333333333333; 0.6138888888888889; 0.8024109014675053; 0.9100169779286927; 0.9023569023569024; 0.9107744107744108; 0.6451612903225806; 0.6779661016949152; 0.6340650180605724; 0.6149584487534626; 0.6065573770491803; 0.6140131518014263; 0.8027210884353742; 0.8039832285115304; 0.8024109014675052
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49579832 0.53781513 0.51680672 0.49159664 0.52542373]; 0.5194444444444445; 0.43333333333333335; 0.7164570230607966; 0.8595890410958903; 0.8451178451178452; 0.8619528619528619; 0.504297994269341; 0.4943820224719101; 0.5191690332139771; 0.4301675977653631; 0.4230769230769231; 0.4334485738980121; 0.7114666666666668; 0.69916142557652; 0.7164570230607967
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.48333333 0.50833333 0.50840336 0.53361345 0.51680672]; 0.45938375350140054; 0.5154061624649859; 0.8081761006289309; 1.0; 1.0; 1.0; 0.48806366047745353; 0.5111111111111111; 0.4589453860640301; 0.5260273972602739; 0.5423728813559322; 0.5156308851224105; 0.8109504132231404; 0.8228511530398323; 0.8081761006289309
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.52521008 0.49579832 0.53781513 0.49579832 0.4789916 ]; 0.45125348189415043; 0.5097493036211699; 0.7976939203354297; 0.9890664423885619; 0.9882352941176471; 0.9890756302521009; 0.4188790560471976; 0.398876404494382; 0.4508194177168042; 0.48235294117647054; 0.4530386740331492; 0.5102272021851139; 0.7933618843683082; 0.7767295597484277; 0.7976939203354297
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.70588235 0.70168067 0.68067227 0.68487395 0.75      ]; 0.5583333333333333; 0.6083333333333333; 0.6761006289308176; 0.7005649717514124; 0.6262626262626263; 0.7323232323232324; 0.5444126074498568; 0.5277777777777778; 0.5583333333333333; 0.6050420168067226; 0.6; 0.6083333333333334; 0.6504524886877828; 0.6027253668763103; 0.6761006289308176
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.70588235 0.71848739 0.73109244 0.65966387 0.76470588]; 0.5571030640668524; 0.6350974930362117; 0.8071278825995807; 0.9326424870466322; 0.907563025210084; 0.934453781512605; 0.5714285714285714; 0.5638297872340425; 0.556768694786612; 0.6371191135734072; 0.672514619883041; 0.6367892248351374; 0.8052910052910054; 0.7976939203354297; 0.8071278825995807
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.76470588 0.75630252 0.71008403 0.79411765 0.72033898]; 0.5722222222222222; 0.6; 0.7966457023060797; 0.9233390119250425; 0.9124579124579124; 0.9242424242424242; 0.5674157303370787; 0.5804597701149425; 0.5724879495736003; 0.6288659793814433; 0.6559139784946236; 0.5980719317760474; 0.7977059436913452; 0.8018867924528302; 0.7966457023060796
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.73776224 0.72027972 0.69230769 0.73776224 0.70979021]; 0.6234309623430963; 0.6150627615062761; 0.7306079664570231; 0.7812911725955204; 0.8293706293706293; 0.7678321678321678; 0.6590909090909092; 0.7016129032258065; 0.6203716690042076; 0.629032258064516; 0.6782608695652174; 0.6173562412342216; 0.7467980295566502; 0.7945492662473794; 0.7306079664570231
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.70629371 0.68181818 0.68881119 0.70979021 0.73943662]; 0.6708333333333333; 0.6208333333333333; 0.8474842767295597; 0.9126353790613718; 0.8851540616246498; 0.9152661064425769; 0.6609442060085836; 0.6311475409836066; 0.6715059738816338; 0.6285714285714286; 0.652542372881356; 0.6213531536537927; 0.8438003220611917; 0.8238993710691824; 0.8474842767295598
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.6993007  0.7027972  0.67832168 0.6971831 ]; 0.6458333333333334; 0.5958333333333333; 0.8469601677148847; 0.9235048678720446; 0.9299719887955182; 0.9229691876750701; 0.6413502109704642; 0.6608695652173913; 0.6464347826086956; 0.6367041198501873; 0.68; 0.5921739130434783; 0.8496395468589084; 0.8647798742138365; 0.8469601677148847
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5        0.46853147 0.53146853 0.46153846 0.51408451]; 0.475; 0.48333333333333334; 0.6184486373165619; 0.6680555555555555; 0.6736694677871149; 0.6652661064425771; 0.48360655737704916; 0.48760330578512395; 0.47489408986735193; 0.4789915966386555; 0.4789915966386555; 0.4832974512118898; 0.6212278876170656; 0.6257861635220126; 0.6184486373165619
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5        0.49300699 0.53496503 0.49300699 0.4965035 ]; 0.4327731092436975; 0.4495798319327731; 0.860587002096436; 1.0; 1.0; 1.0; 0.4489795918367347; 0.4435483870967742; 0.4323005093378608; 0.4377682403433476; 0.4473684210526316; 0.44949066213921907; 0.8607329842931937; 0.8616352201257862; 0.8605870020964361
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.47222222 0.50699301 0.47902098 0.49300699 0.55594406]; 0.47058823529411764; 0.5252100840336135; 0.8710691823899371; 0.9951151430565247; 0.9958100558659218; 0.9951117318435754; 0.4793388429752066; 0.4915254237288136; 0.47076271186440677; 0.5232067510548524; 0.5166666666666667; 0.5252824858757063; 0.8713389121338911; 0.8731656184486373; 0.8710691823899371
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69444444 0.69791667 0.70979021 0.70629371 0.72377622]; 0.5443037974683544; 0.6286919831223629; 0.7368972746331237; 0.7848101265822784; 0.7782426778242678; 0.7866108786610879; 0.5714285714285714; 0.5853658536585366; 0.5426829268292683; 0.6333333333333333; 0.6666666666666666; 0.6300813008130081; 0.7377220480668757; 0.740041928721174; 0.7368972746331237
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70486111 0.71527778 0.63888889 0.69097222 0.68881119]; 0.5829787234042553; 0.6085106382978723; 0.8422431865828093; 0.92166549047283; 0.9082058414464534; 0.9228094575799722; 0.6016260162601627; 0.6727272727272727; 0.5883636363636364; 0.640625; 0.656; 0.6052727272727274; 0.843147472642001; 0.8480083857442348; 0.8422431865828093
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.69230769 0.75874126 0.7027972  0.77622378 0.73943662]; 0.5375; 0.5916666666666667; 0.8238993710691824; 0.9108771929824562; 0.9089635854341737; 0.911064425770308; 0.5934065934065934; 0.6044776119402985; 0.5286539003097719; 0.608; 0.7169811320754716; 0.6047592227541536; 0.8275154004106775; 0.8448637316561844; 0.8238993710691824
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.64583333 0.73958333 0.71875    0.70212766]; 0.5911949685534591; 0.5849056603773585; 0.7198492462311558; 0.8059071729957805; 0.799163179916318; 0.807531380753138; 0.6060606060606061; 0.5747126436781609; 0.592911877394636; 0.5285714285714286; 0.5138888888888888; 0.5787835249042145; 0.7137355584082157; 0.6984924623115578; 0.7198492462311558
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.75       0.76041667 0.66666667 0.71875   ]; 0.55; 0.6375; 0.80875; 0.949671772428884; 0.9041666666666667; 0.9520833333333334; 0.6086956521739131; 0.6829268292682927; 0.5465916197623515; 0.7211538461538461; 0.8152173913043478; 0.6061381074168798; 0.8197879858657243; 0.8405797101449275; 0.807595554554329
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.6875     0.70833333 0.65625    0.63829787]; 0.6037735849056604; 0.6037735849056604; 0.7977386934673367; 0.9272349272349273; 0.9330543933054394; 0.9267782426778242; 0.5594405594405594; 0.5194805194805194; 0.601203674374406; 0.6440677966101694; 0.6627906976744186; 0.5985186365084422; 0.7990012484394506; 0.7960199004975125; 0.7977561431421573
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5625     0.5625     0.52083333 0.44680851 0.55319149]; 0.4936708860759494; 0.4936708860759494; 0.5467171717171717; 0.594704684317719; 0.6134453781512605; 0.5819327731092437; 0.5348837209302325; 0.6133333333333333; 0.49943775100401605; 0.5402298850574713; 0.5802469135802469; 0.4914221580888247; 0.5710872162485066; 0.6065989847715736; 0.5470180853506109
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.47916667 0.46875    0.5        0.5212766  0.5       ]; 0.46835443037974683; 0.47468354430379744; 0.7891414141414141; 1.0; 1.0; 1.0; 0.5058823529411763; 0.524390243902439; 0.4661424903722722; 0.48447204968944096; 0.5131578947368421; 0.4760911424903722; 0.7930607187112764; 0.8080808080808081; 0.7891414141414141
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.5625     0.5625     0.46875    0.5        0.42553191]; 0.46835443037974683; 0.5506329113924051; 0.803030303030303; 0.9979035639412999; 1.0; 0.9978991596638656; 0.46835443037974683; 0.4805194805194805; 0.46865480198813536; 0.5298013245033113; 0.5405405405405406; 0.550032175032175; 0.801526717557252; 0.8097686375321337; 0.8031473460613523
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.6875     0.58333333 0.60416667 0.66666667]; 0.6375; 0.6625; 0.66125; 0.6735112936344969; 0.6833333333333333; 0.6687500000000001; 0.5915492957746479; 0.5526315789473685; 0.6334586466165415; 0.6493506493506493; 0.5882352941176471; 0.6674509803921569; 0.6538952745849298; 0.6384039900249376; 0.6613072581703636
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.69791667 0.66666667 0.6875     0.72340426 0.73404255]; 0.6455696202531646; 0.620253164556962; 0.803030303030303; 0.912280701754386; 0.8739495798319328; 0.9159663865546219; 0.6056338028169014; 0.5308641975308642; 0.6485489818823152; 0.5588235294117646; 0.4578313253012048; 0.6289156626506024; 0.787465940054496; 0.7189054726368159; 0.8043245311902028
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.77083333 0.75       0.76595745 0.68085106 0.84042553]; 0.5949367088607594; 0.6139240506329114; 0.8063291139240506; 0.9393939393939394; 0.9156118143459916; 0.9409282700421941; 0.632183908045977; 0.6626506024096386; 0.5913253012048193; 0.6553672316384181; 0.6823529411764706; 0.6082997582594681; 0.8118081180811809; 0.8148148148148148; 0.8061087061087061
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.68309859 0.65492958 0.62676056 0.63380282 0.68571429]; 0.5847457627118644; 0.6398305084745762; 0.6491525423728813; 0.6547085201793722; 0.6186440677966102; 0.6737288135593221; 0.5950413223140496; 0.5950413223140496; 0.5844771828961552; 0.6118721461187214; 0.5929203539823009; 0.6379235916252968; 0.6336283185840709; 0.608843537414966; 0.6490163633020777
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.69444444 0.64583333 0.63888889 0.63194444]; 0.5833333333333334; 0.6416666666666667; 0.82; 0.956896551724138; 0.925; 0.9583333333333335; 0.5867768595041322; 0.6068376068376068; 0.5839066082968523; 0.6717557251908397; 0.6875; 0.6383928571428572; 0.82; 0.8132231404958677; 0.8200569483991943
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.63888889 0.64084507 0.65492958 0.58450704 0.55633803]; 0.5949367088607594; 0.6033755274261603; 0.7976391231028668; 0.9277456647398844; 0.901685393258427; 0.9297752808988764; 0.5675675675675677; 0.525; 0.5958333333333334; 0.5803571428571429; 0.5371900826446281; 0.6048019378740382; 0.789103690685413; 0.7520938023450586; 0.7979484291861116
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; 6; ipca_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.53472222 0.5        0.51388889 0.52816901 0.52112676]; 0.542016806722689; 0.5084033613445378; 0.5360738255033557; 0.5155555555555555; 0.4860335195530726; 0.5432960893854748; 0.5067873303167421; 0.45161290322580644; 0.5459818902093945; 0.4558139534883721; 0.4083333333333333; 0.5092514124293784; 0.5022502250225022; 0.4634551495016611; 0.5368123205135423
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.46527778 0.56944444 0.46478873 0.48591549 0.62676056]; 0.4831932773109244; 0.4495798319327731; 0.7865546218487395; 1.0; 1.0; 1.0; 0.5020242914979757; 0.5254237288135594; 0.483545197740113; 0.45643153526970953; 0.4365079365079365; 0.4503968253968254; 0.7886855241264559; 0.7886855241264559; 0.7865329148645862
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.53472222 0.47887324 0.50704225 0.44366197 0.47887324]; 0.4430379746835443; 0.4430379746835443; 0.7765598650927488; 0.9985974754558204; 1.0; 0.9985955056179776; 0.4358974358974359; 0.4112903225806452; 0.44458321438766774; 0.4406779661016949; 0.45614035087719296; 0.4435173299101412; 0.775993237531699; 0.7727272727272727; 0.776566339066339
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; 6; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.65492958 0.61971831 0.66197183 0.63380282 0.64788732]; 0.6398305084745762; 0.6949152542372882; 0.6759729272419628; 0.6366559485530546; 0.5577464788732395; 0.6816901408450705; 0.5893719806763285; 0.5169491525423728; 0.6398305084745762; 0.6250000000000001; 0.6; 0.6823529411764706; 0.6248775710088149; 0.5567190226876091; 0.6724481812945435
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.625      0.70833333 0.66197183 0.64084507 0.70422535]; 0.5798319327731093; 0.6260504201680672; 0.8058823529411765; 0.9394812680115274; 0.9131652661064426; 0.9411764705882352; 0.673202614379085; 0.8442622950819673; 0.5729932165065008; 0.7003367003367004; 0.8387096774193549; 0.616723259762309; 0.8218966846569007; 0.8839137645107794; 0.8048188924768548
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.59027778 0.63380282 0.66197183 0.67605634 0.63380282]; 0.6160337552742616; 0.6329113924050633; 0.7934232715008431; 0.9057665260196905; 0.9044943820224719; 0.9058988764044943; 0.6829268292682927; 0.784; 0.6062857142857143; 0.6859205776173286; 0.7851239669421488; 0.6296309489883157; 0.8078431372549019; 0.8554817275747508; 0.7924668911846356
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.60526316 0.63157895 0.63157895 0.66315789 0.64210526]; 0.6677215189873418; 0.6740506329113924; 0.6656131479140329; 0.6595970307529162; 0.6547368421052632; 0.6621052631578946; 0.7107438016528926; 0.80625; 0.6659455128205128; 0.7208672086720868; 0.7732558139534884; 0.664405684754522; 0.6841791044776119; 0.7100371747211895; 0.6646960067154335
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.58854167 0.640625   0.61052632 0.65789474 0.63157895]; 0.6415094339622641; 0.6194968553459119; 0.8377358490566038; 0.9756613756613757; 0.9664570230607966; 0.9758909853249476; 0.625; 0.6012658227848101; 0.6412579113924051; 0.5754385964912281; 0.5359477124183006; 0.6164587046939989; 0.8318122555410691; 0.8096446700507615; 0.8374906642024381
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.61458333 0.59895833 0.58333333 0.61979167 0.65104167]; 0.6125; 0.6125; 0.79125; 0.9102296450939458; 0.9083333333333333; 0.9104166666666667; 0.4700854700854701; 0.3767123287671233; 0.593528578176665; 0.48760330578512395; 0.38562091503267976; 0.6029900982349027; 0.7670850767085077; 0.7060333761232349; 0.7890702812406675
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.50520833 0.46354167 0.42631579 0.56315789 0.57894737]; 0.5031446540880503; 0.44339622641509435; 0.7062893081761006; 0.8622129436325677; 0.8658280922431866; 0.8616352201257861; 0.5153374233128833; 0.5562913907284768; 0.5056906055438791; 0.4620060790273556; 0.4691358024691358; 0.4429012345679012; 0.7104773713577185; 0.7253164556962025; 0.7064082278481012
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.4375     0.44270833 0.45833333 0.46354167 0.484375  ]; 0.53125; 0.54375; 0.815; 1.0; 1.0; 1.0; 0.5664739884393063; 0.5764705882352941; 0.528235294117647; 0.5437500000000001; 0.5918367346938775; 0.547363454052141; 0.8179581795817958; 0.8343789209535759; 0.8150723994556174
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.48958333 0.45789474 0.47894737 0.48421053 0.47368421]; 0.501577287066246; 0.555205047318612; 0.8102143757881463; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5240963855421686; 0.5506329113924051; 0.5017315500358251; 0.5816023738872403; 0.5730994152046783; 0.553672995273572; 0.81408276714021; 0.8186335403726708; 0.8100850160250037
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; 8; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65789474 0.65263158 0.61578947 0.62105263 0.63157895]; 0.6487341772151899; 0.6392405063291139; 0.6700379266750948; 0.6373626373626374; 0.5494736842105263; 0.6873684210526316; 0.5714285714285715; 0.49333333333333335; 0.6412449799196788; 0.5899280575539568; 0.5324675324675324; 0.6366041366041365; 0.6150442477876106; 0.5353016688061617; 0.6680244334068168
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.65104167 0.68229167 0.68229167 0.61979167 0.63020833]; 0.63125; 0.628125; 0.788125; 0.8975903614457831; 0.93125; 0.8937499999999999; 0.6424242424242425; 0.5824175824175825; 0.639034878165313; 0.5734767025089605; 0.5333333333333333; 0.6225490196078431; 0.788785046728972; 0.7795566502463054; 0.7882554824835588
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.61979167 0.671875   0.65625    0.57291667 0.66666667]; 0.615625; 0.6; 0.795; 0.9203722854188212; 0.9270833333333334; 0.9197916666666667; 0.6119873817034701; 0.6178343949044586; 0.6156656637098981; 0.6257309941520469; 0.6524390243902439; 0.5986554096310195; 0.7982779827798278; 0.8102372034956304; 0.7949809296577025
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63445378 0.64285714 0.63445378 0.64705882 0.65254237]; 0.6916666666666667; 0.6138888888888889; 0.6561844863731656; 0.643859649122807; 0.6178451178451179; 0.6582491582491582; 0.6837606837606838; 0.631578947368421; 0.6952012383900928; 0.5351170568561874; 0.47058823529411764; 0.6063467492260062; 0.6335195530726256; 0.5943396226415094; 0.6561844863731656
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.67916667 0.70416667 0.6375     0.71666667 0.67226891]; 0.5774647887323944; 0.5295774647887324; 0.760482180293501; 0.8823529411764707; 0.8764607679465777; 0.8831385642737897; 0.46808510638297873; 0.39520958083832336; 0.5672856414829914; 0.4630225080385852; 0.3829787234042553; 0.5387947509236845; 0.7436904094223218; 0.6949685534591195; 0.760482180293501
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.65416667 0.60084034 0.60504202 0.65546218]; 0.5854341736694678; 0.6358543417366946; 0.7877358490566038; 0.8924640135478408; 0.8827470686767169; 0.8936348408710219; 0.5795454545454546; 0.5604395604395604; 0.5859340659340659; 0.6242774566473988; 0.6171428571428571; 0.6354945054945054; 0.7844598190526877; 0.7725366876310272; 0.7877358490566038
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.5210084  0.47058824 0.48739496 0.49579832 0.5210084 ]; 0.48746518105849584; 0.5097493036211699; 0.5094339622641509; 0.665893271461717; 0.9647058823529412; 0.5159663865546218; 0.6461538461538462; 0.9491525423728814; 0.4938070404172099; 0.6679245283018868; 0.9725274725274725; 0.5032128888061091; 0.6625811103100215; 0.9633123689727463; 0.5094339622641509
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.4875     0.45833333 0.54621849 0.53781513 0.49159664]; 0.49019607843137253; 0.5014005602240896; 0.8113207547169812; 1.0; 1.0; 1.0; 0.49444444444444446; 0.4972067039106145; 0.49017638566317234; 0.46706586826347307; 0.43820224719101125; 0.5012240286234386; 0.809322033898305; 0.80083857442348; 0.8113207547169811
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.49583333 0.49583333 0.45833333 0.5375     0.49579832]; 0.4591549295774648; 0.4676056338028169; 0.7976939203354297; 0.9958158995815899; 0.993322203672788; 0.9958263772954925; 0.48108108108108105; 0.48633879781420764; 0.4582856779768712; 0.46760563380281694; 0.48255813953488375; 0.4680550260515949; 0.7989583333333334; 0.8039832285115304; 0.7976939203354296
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67083333 0.67083333 0.65966387 0.59243697 0.66386555]; 0.6302521008403361; 0.6246498599439776; 0.640461215932914; 0.6645367412140575; 0.6968174204355109; 0.6482412060301508; 0.5975609756097561; 0.5568181818181818; 0.6292378201908588; 0.593939393939394; 0.5414364640883977; 0.6258318684078352; 0.6408376963350785; 0.6415094339622641; 0.6404612159329139
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63445378 0.68487395 0.58823529 0.6512605  0.64705882]; 0.6713091922005571; 0.5905292479108635; 0.7856394129979035; 0.8801996672212977; 0.8890756302521008; 0.8789915966386554; 0.702020202020202; 0.7393617021276596; 0.6679264650989176; 0.6016260162601625; 0.6491228070175439; 0.5931784247853678; 0.7920691408235891; 0.8165618448637316; 0.7856394129979036
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.63333333 0.60833333 0.6512605  0.62184874 0.63445378]; 0.6386554621848739; 0.6106442577030813; 0.7914046121593291; 0.8916666666666666; 0.8961474036850922; 0.8911222780569514; 0.6666666666666667; 0.7166666666666667; 0.637994350282486; 0.640826873385013; 0.7005649717514124; 0.6113935969868173; 0.7983789260385006; 0.8259958071278826; 0.7914046121593291
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; 12; ipca_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.65625    0.6875     0.73611111 0.68402778 0.625     ]; 0.5170940170940171; 0.5341880341880342; 0.6677148846960168; 0.7245989304812833; 0.7527777777777778; 0.7138888888888889; 0.5461847389558233; 0.5666666666666667; 0.5157894736842106; 0.551440329218107; 0.5877192982456141; 0.5355263157894736; 0.6810865191146881; 0.709643605870021; 0.6677148846960167
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.68402778 0.65034965 0.61888112 0.67832168 0.66083916]; 0.6218487394957983; 0.5966386554621849; 0.8469601677148847; 0.9246088193456615; 0.9078212290502793; 0.9259776536312849; 0.53125; 0.4322033898305085; 0.6202683615819209; 0.5051546391752577; 0.4083333333333333; 0.5982344632768362; 0.8370535714285714; 0.7861635220125787; 0.8469601677148847
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62587413 0.62587413 0.58391608 0.59440559 0.63732394]; 0.5875; 0.6583333333333333; 0.8443396226415094; 0.9187675070028011; 0.9187675070028011; 0.9187675070028011; 0.5892116182572613; 0.6068376068376068; 0.5879716489472587; 0.672; 0.6829268292682927; 0.6577027308734626; 0.8452318916102136; 0.850104821802935; 0.8443396226415094
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; 12; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.53146853 0.48601399 0.55244755 0.47902098 0.47552448]; 0.5062761506276151; 0.502092050209205; 0.7311320754716981; 0.8117326057298773; 0.8321678321678322; 0.806993006993007; 0.5; 0.5042735042735043; 0.5062351127924898; 0.5142857142857143; 0.5163934426229508; 0.501786464901219; 0.7365177195685672; 0.7515723270440252; 0.7311320754716982
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.45486111 0.48251748 0.45104895 0.48251748]; 0.5316455696202531; 0.5358649789029536; 0.8841719077568134; 1.0; 1.0; 1.0; 0.5152838427947598; 0.5086206896551724; 0.5311698489598176; 0.5299145299145298; 0.512396694214876; 0.5363707609005415; 0.8835002635740644; 0.8784067085953878; 0.8841719077568133
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.51388889 0.53846154 0.49300699 0.52097902 0.53146853]; 0.49159663865546216; 0.4831932773109244; 0.8710691823899371; 0.9986033519553073; 0.9986033519553073; 0.9986033519553073; 0.47161572052401746; 0.453781512605042; 0.49159663865546216; 0.4896265560165975; 0.4957983193277311; 0.4831932773109243; 0.8706624605678234; 0.8679245283018868; 0.8710691823899371
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; 12; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63541667 0.625      0.68181818 0.61538462 0.67132867]; 0.6075949367088608; 0.6666666666666666; 0.6713836477987422; 0.697272122421823; 0.7308228730822873; 0.6827057182705719; 0.6463878326996199; 0.7083333333333334; 0.6063034188034189; 0.7041198501872659; 0.8034188034188035; 0.6683760683760684; 0.6915887850467289; 0.7368972746331237; 0.6713836477987422
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.62587413 0.68881119 0.62587413 0.67605634]; 0.5916666666666667; 0.6208333333333333; 0.820230607966457; 0.8921568627450981; 0.8921568627450981; 0.892156862745098; 0.6201550387596899; 0.6611570247933884; 0.5910827140773665; 0.6403162055335969; 0.680672268907563; 0.6213278699909717; 0.8231046931407942; 0.8364779874213837; 0.8202306079664571
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.61538462 0.62587413 0.62237762 0.63380282]; 0.6083333333333333; 0.525; 0.8464360587002097; 0.9406838799720865; 0.9439775910364145; 0.9404761904761905; 0.6492537313432836; 0.725; 0.6083333333333334; 0.5581395348837209; 0.6; 0.525; 0.8504338948443083; 0.8731656184486373; 0.8464360587002097
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.57291667 0.65625    0.53125    0.59375    0.63829787]; 0.5345911949685535; 0.5094339622641509; 0.8090452261306532; 1.0; 1.0; 1.0; 0.6476190476190476; 0.8947368421052632; 0.5497780596068484; 0.6138613861386139; 0.8611111111111112; 0.5397509578544062; 0.8292134831460675; 0.9534883720930233; 0.8129300051174162
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.70833333 0.73404255 0.73404255 0.64893617]; 0.5949367088607594; 0.6075949367088608; 0.8354430379746836; 0.9914893617021276; 0.9831223628691983; 0.9915611814345991; 0.6144578313253012; 0.6623376623376623; 0.5966009299342633; 0.6124999999999999; 0.6282051282051282; 0.607852564102564; 0.8366834170854272; 0.8494897959183674; 0.8355489180596862
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.66666667 0.6875     0.6875    ]; 0.54375; 0.6; 0.82625; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.5465838509316772; 0.5789473684210527; 0.5454260651629073; 0.6363636363636365; 0.6588235294117647; 0.596078431372549; 0.8294478527607362; 0.8428927680798005; 0.8262082888018051
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.72916667 0.64583333 0.72916667 0.69791667]; 0.61875; 0.575; 0.78875; 0.9196787148594378; 0.9541666666666667; 0.9166666666666666; 0.6390532544378698; 0.6835443037974683; 0.6195499296765119; 0.575; 0.5609756097560976; 0.5753595997498437; 0.7956469165659008; 0.8204488778054863; 0.7886705541909638
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.61458333 0.73958333 0.78125    0.71875   ]; 0.60625; 0.65; 0.8375; 0.9775967413441955; 1.0; 0.9770833333333334; 0.6358381502890174; 0.632183908045977; 0.6037631868997009; 0.6781609195402298; 0.7283950617283951; 0.649007657446476; 0.8448687350835322; 0.8676470588235294; 0.8368847539015607
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.70833333 0.72340426 0.61702128 0.59574468 0.57446809]; 0.5923566878980892; 0.5796178343949044; 0.8193384223918575; 0.9748953974895397; 0.9872881355932204; 0.9745762711864407; 0.5949367088607596; 0.5802469135802469; 0.5927550357374919; 0.5657894736842105; 0.5375; 0.5804383116883117; 0.8197969543147209; 0.8136020151133502; 0.8193974085849527
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.77083333 0.80208333 0.85416667 0.71875   ]; 0.55625; 0.59375; 0.71875; 0.8209255533199195; 0.85; 0.8145833333333334; 0.6033519553072626; 0.6428571428571429; 0.5516917293233082; 0.6560846560846562; 0.7126436781609196; 0.5823492363407338; 0.7398843930635838; 0.7785888077858881; 0.7170579000369028
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.83333333 0.6875     0.68085106 0.73404255]; 0.6012658227848101; 0.5063291139240507; 0.7676767676767676; 0.9067245119305857; 0.8781512605042017; 0.9096638655462185; 0.6594594594594596; 0.7349397590361446; 0.594136546184739; 0.5063291139240506; 0.5333333333333333; 0.5076305220883535; 0.7711442786069652; 0.7828282828282829; 0.7676767676767676
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.73958333 0.63541667 0.76041667 0.63541667]; 0.55; 0.5875; 0.77875; 0.918580375782881; 0.9166666666666666; 0.91875; 0.6470588235294117; 0.7333333333333333; 0.5238095238095237; 0.6562499999999999; 0.75; 0.5789473684210527; 0.7977142857142856; 0.8429951690821256; 0.7764198643338089
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.52083333 0.50694444 0.57638889 0.5625     0.50704225]; 0.5648535564853556; 0.49372384937238495; 0.8068561872909699; 0.9916201117318436; 0.9888579387186629; 0.9916434540389972; 0.6904761904761905; 0.9133858267716536; 0.5415143419572553; 0.6158730158730158; 0.9065420560747663; 0.5328164825828376; 0.831016825164594; 0.9578414839797639; 0.8081081383414573
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.67361111 0.72222222 0.68055556 0.71830986 0.74647887]; 0.5630252100840336; 0.6050420168067226; 0.8338926174496645; 1.0; 1.0; 1.0; 0.6231884057971016; 0.7166666666666667; 0.561723163841808; 0.6642857142857143; 0.7380952380952381; 0.5967261904761905; 0.8443396226415095; 0.8890728476821192; 0.8331418660179304
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.71830986 0.71126761 0.64084507 0.6056338  0.66901408]; 0.538135593220339; 0.6567796610169492; 0.8350253807106599; 0.9929078014184397; 0.9859154929577465; 0.9929577464788732; 0.5622489959839357; 0.5833333333333334; 0.5373563218390806; 0.7054545454545456; 0.708029197080292; 0.646943891469439; 0.8413344182262001; 0.8447712418300654; 0.8346663226694186
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.75694444 0.68055556 0.67605634 0.61971831 0.6056338 ]; 0.6134453781512605; 0.5882352941176471; 0.7764705882352941; 0.8978494623655914; 0.9355742296918768; 0.8935574229691876; 0.6541353383458647; 0.6904761904761905; 0.6086309523809523; 0.6141732283464567; 0.6046511627906976; 0.5867292511201194; 0.7895569620253164; 0.815359477124183; 0.7753267973856209
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.68055556 0.65972222 0.67361111 0.67361111]; 0.6708333333333333; 0.5791666666666667; 0.8125; 0.9411764705882353; 1.0; 0.9375; 0.6748971193415638; 0.7256637168141593; 0.6738554804543238; 0.5910931174089069; 0.6186440677966102; 0.5798138371769936; 0.8207171314741036; 0.871404399323181; 0.813370508364382
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.60416667 0.68055556 0.70138889 0.63194444 0.68309859]; 0.5941422594142259; 0.6150627615062761; 0.818561872909699; 0.962059620596206; 0.9888579387186629; 0.9610027855153203; 0.5907172995780591; 0.6140350877192983; 0.5950175438596492; 0.640625; 0.7008547008547008; 0.6168207930503012; 0.8237205523964257; 0.8593220338983051; 0.819099960843542
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.74305556 0.80555556 0.71830986 0.73943662 0.76056338]; 0.5672268907563025; 0.5756302521008403; 0.6949579831932773; 0.7616191904047975; 0.711484593837535; 0.7773109243697479; 0.6113207547169811; 0.675; 0.5663135593220339; 0.6039215686274509; 0.652542372881356; 0.576271186440678; 0.6941870261162595; 0.692436974789916; 0.6949579831932773
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.72222222 0.69014085 0.73239437 0.64084507]; 0.6008403361344538; 0.5714285714285714; 0.7924369747899159; 0.9277456647398843; 0.8991596638655462; 0.9299719887955181; 0.6332046332046332; 0.7454545454545455; 0.6110085227272728; 0.6015625; 0.7264150943396226; 0.5866923956546598; 0.7953603976801988; 0.837696335078534; 0.7940507607321358
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.70138889 0.73611111 0.64788732 0.74647887 0.6971831 ]; 0.6260504201680672; 0.5714285714285714; 0.7907563025210084; 0.9176136363636365; 0.9047619047619048; 0.9187675070028011; 0.6180257510729614; 0.6605504587155964; 0.6287248417608989; 0.6277372262773723; 0.6825396825396826; 0.564484126984127; 0.7943848059454995; 0.8125; 0.7908653846153846
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.5625     0.55729167 0.57368421 0.55789474 0.56842105]; 0.5440251572327044; 0.5220125786163522; 0.8132075471698114; 1.0; 1.0; 1.0; 0.6827133479212254; 0.9069767441860465; 0.5117075501752151; 0.6513761467889909; 0.8987341772151899; 0.524367088607595; 0.8391987005955605; 0.9603469640644362; 0.810952536949204
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65104167 0.671875   0.66666667 0.68421053 0.68421053]; 0.5880503144654088; 0.6352201257861635; 0.839824120603015; 0.9915611814345991; 0.9832635983263598; 0.9916317991631799; 0.5760517799352751; 0.5632911392405063; 0.5878955696202532; 0.646341463414634; 0.6625; 0.6350474683544304; 0.8391167192429022; 0.835427135678392; 0.8398241206030151
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.69270833 0.68947368 0.71052632 0.68947368]; 0.610062893081761; 0.6226415094339622; 0.8220125786163522; 0.9586426299045598; 0.9475890985324947; 0.959119496855346; 0.6331360946745562; 0.6858974358974359; 0.6114672364672364; 0.6428571428571429; 0.7297297297297297; 0.629570747217806; 0.8249845392702535; 0.8540332906530089; 0.8225667071312016
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.66666667 0.6        0.6        0.61578947]; 0.6666666666666666; 0.5974842767295597; 0.8213836477987422; 0.9468085106382979; 0.9329140461215933; 0.9475890985324948; 0.6687500000000001; 0.6815286624203821; 0.6668512877319301; 0.6049382716049383; 0.593939393939394; 0.5976232917409388; 0.8207070707070707; 0.8135168961201502; 0.8214234290967376
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.71354167 0.72105263 0.64210526 0.66315789]; 0.5880503144654088; 0.6257861635220126; 0.8157232704402516; 0.9554404145077721; 0.9664570230607966; 0.9549266247379454; 0.6042296072507553; 0.6172839506172839; 0.5874881291547959; 0.6173633440514469; 0.6530612244897959; 0.6277002028881727; 0.8176726820161792; 0.8358778625954199; 0.8159488815464662
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.65789474 0.65263158 0.66315789 0.62631579 0.61052632]; 0.6424050632911392; 0.6550632911392406; 0.8236409608091024; 0.9421319796954314; 0.9768421052631578; 0.94; 0.6666666666666666; 0.7197452229299363; 0.6428914793894964; 0.658307210031348; 0.7046979865771812; 0.6577382148454768; 0.830188679245283; 0.8732394366197183; 0.8242601677480613
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.69270833 0.68421053 0.69473684 0.65789474 0.66315789]; 0.6435331230283912; 0.5741324921135647; 0.6941992433795713; 0.740983606557377; 0.7121848739495799; 0.7510504201680672; 0.6743515850144092; 0.7177914110429447; 0.6413632379890049; 0.5921450151057401; 0.6621621621621622; 0.5796017911402527; 0.6955430006277464; 0.7039390088945362; 0.694272383045516
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.7        0.73684211 0.75263158 0.74210526 0.67368421]; 0.5981012658227848; 0.6107594936708861; 0.7970922882427307; 0.9227421109902068; 0.8926315789473684; 0.9252631578947369; 0.6231454005934717; 0.6104651162790697; 0.5968992248062015; 0.6328358208955224; 0.726027397260274; 0.6188960515713134; 0.7982401005656821; 0.8007566204287516; 0.7970829996947306
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.78947368 0.68947368 0.74736842 0.66842105 0.73404255]; 0.5474683544303798; 0.6107594936708861; 0.7822784810126582; 0.9157667386609072; 0.8945147679324894; 0.9177215189873419; 0.5599999999999999; 0.6066666666666667; 0.5503212851405623; 0.6371681415929203; 0.6792452830188679; 0.6103232784521091; 0.7836477987421384; 0.7956577266922095; 0.7823959900713242
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58823529 0.5210084  0.52941176 0.55882353 0.54661017]; 0.5583333333333333; 0.5; 0.8181341719077568; 0.9932659932659933; 0.9932659932659933; 0.9932659932659933; 0.6900584795321637; 0.9030612244897959; 0.524701343952215; 0.6186440677966101; 0.8902439024390244; 0.5318566450970632; 0.8403129314312011; 0.9570230607966457; 0.8181341719077568
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74369748 0.72268908 0.71008403 0.69327731 0.61440678]; 0.6111111111111112; 0.5527777777777778; 0.8364779874213837; 0.9906700593723495; 0.9831649831649831; 0.9907407407407407; 0.6517412935323382; 0.7043010752688172; 0.6078976640711902; 0.575197889182058; 0.6264367816091954; 0.5551538746755654; 0.8408163265306122; 0.8637316561844863; 0.8364779874213837
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64166667 0.69583333 0.71008403 0.66806723 0.68067227]; 0.6022408963585434; 0.6274509803921569; 0.8422431865828093; 0.9780033840947546; 0.9681742043551089; 0.9782244556113904; 0.6141304347826086; 0.6384180790960452; 0.6025423728813559; 0.6336088154269972; 0.6388888888888888; 0.6273540489642184; 0.8426555148980658; 0.8448637316561844; 0.8422431865828093
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.61764706 0.6512605  0.63865546 0.70168067 0.65546218]; 0.637883008356546; 0.637883008356546; 0.7772536687631028; 0.8653061224489796; 0.8907563025210085; 0.861344537815126; 0.5751633986928104; 0.5176470588235295; 0.6318394024276377; 0.622093023255814; 0.5661375661375662; 0.6418923124805478; 0.7733333333333333; 0.759958071278826; 0.7772536687631028
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.66666667 0.67083333 0.70588235 0.6512605  0.66806723]; 0.6050420168067226; 0.6162464985994398; 0.8144654088050315; 0.9383116883116883; 0.9681742043551089; 0.9363484087102178; 0.6299212598425197; 0.6557377049180327; 0.6037309214245336; 0.636604774535809; 0.6896551724137931; 0.6180516299227435; 0.8221105527638192; 0.8574423480083857; 0.8144654088050315
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6875     0.6875     0.68907563 0.68067227 0.66806723]; 0.5714285714285714; 0.5770308123249299; 0.7976939203354297; 0.9332247557003258; 0.9597989949748744; 0.9313232830820771; 0.592; 0.6201117318435754; 0.5712918209779675; 0.5907859078590787; 0.6123595505617978; 0.5771294959512898; 0.8042596348884382; 0.8312368972746331; 0.7976939203354297
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69583333 0.65833333 0.71428571 0.69747899 0.68487395]; 0.6330532212885154; 0.6442577030812325; 0.7044025157232704; 0.7491803278688524; 0.7654941373534339; 0.7437185929648241; 0.6246418338108882; 0.5828877005347594; 0.6355614973262033; 0.6361031518624641; 0.6529411764705882; 0.6446524064171123; 0.7059436913451512; 0.709643605870021; 0.7044025157232705
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61344538 0.63865546 0.7394958  0.68907563 0.61864407]; 0.65; 0.6194444444444445; 0.8238993710691824; 0.9373390557939915; 0.9191919191919192; 0.9385521885521886; 0.6802030456852792; 0.7127659574468085; 0.6470806531420089; 0.6327077747989276; 0.686046511627907; 0.6222785749628896; 0.8260869565217391; 0.8364779874213837; 0.8238993710691824
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62916667 0.67916667 0.68067227 0.69327731 0.63445378]; 0.6694677871148459; 0.6554621848739496; 0.7919287211740041; 0.8691275167785235; 0.8676716917922948; 0.8693467336683417; 0.6810810810810811; 0.6774193548387096; 0.669119034144501; 0.6554621848739496; 0.6842105263157895; 0.6566213921901528; 0.7931214174048983; 0.7976939203354297; 0.7919287211740043
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.57291667 0.52777778 0.54195804 0.56643357 0.56293706]; 0.48945147679324896; 0.5358649789029536; 0.8684486373165619; 0.9859154929577465; 0.9762900976290098; 0.9860529986052999; 0.6322188449848024; 0.9454545454545454; 0.5199713672154617; 0.6686746987951807; 0.8740157480314961; 0.5097351467430208; 0.8793849111004325; 0.9591194968553459; 0.8684486373165619
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.66083916 0.68181818 0.65034965 0.61619718]; 0.6125; 0.675; 0.90041928721174; 0.9865152590489709; 0.9733893557422969; 0.9866946778711485; 0.6381322957198443; 0.6949152542372882; 0.6138510697415949; 0.6953125; 0.7295081967213115; 0.6740761322589609; 0.9011446409989595; 0.9077568134171907; 0.90041928721174
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.67013889 0.68881119 0.70629371 0.68181818 0.67832168]; 0.5630252100840336; 0.6680672268907563; 0.8857442348008385; 0.9752300070771409; 0.9622905027932961; 0.9755586592178772; 0.5517241379310345; 0.5161290322580645; 0.5650820599886814; 0.6183574879227053; 0.5614035087719298; 0.6637662705149971; 0.8822894168466523; 0.8563941299790356; 0.8857442348008386
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.7027972  0.65034965 0.67482517 0.65734266 0.64685315]; 0.6108786610878661; 0.5732217573221757; 0.7987421383647799; 0.8739159439626417; 0.916083916083916; 0.8678321678321678; 0.541871921182266; 0.46218487394957986; 0.6102591036414566; 0.43333333333333335; 0.325; 0.5742647058823529; 0.7959617428267799; 0.7851153039832285; 0.7987421383647799
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.72027972 0.68181818 0.63636364 0.67957746]; 0.6833333333333333; 0.5833333333333334; 0.8689727463312369; 0.9499323410013532; 0.9831932773109243; 0.9481792717086834; 0.7226277372262773; 0.8319327731092437; 0.684561427876936; 0.6453900709219859; 0.7520661157024794; 0.581915410792416; 0.8770894788593903; 0.9350104821802935; 0.8689727463312369
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.67013889 0.64685315 0.65734266 0.61538462 0.58041958]; 0.6050420168067226; 0.5504201680672269; 0.8453878406708596; 0.935967302452316; 0.9594972067039106; 0.9343575418994413; 0.548076923076923; 0.48717948717948717; 0.6030938758211486; 0.5327510917030568; 0.5041322314049587; 0.5512114148477785; 0.8451443569553806; 0.8438155136268344; 0.8453878406708596
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; 12; svd_reconstruct; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70833333 0.68402778 0.73263889 0.69444444 0.68531469]; 0.5957446808510638; 0.6212765957446809; 0.720125786163522; 0.7538677918424753; 0.7454798331015299; 0.756606397774687; 0.6303501945525293; 0.6923076923076923; 0.5961538461538461; 0.6563706563706564; 0.7203389830508474; 0.6208532522091843; 0.7244582043343651; 0.7358490566037735; 0.7201257861635221
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.68181818 0.67482517 0.72027972 0.70070423]; 0.675; 0.6208333333333333; 0.8459119496855346; 0.9094858797972484; 0.8795518207282913; 0.9124649859943977; 0.6422018348623852; 0.5932203389830508; 0.6736593498193941; 0.5919282511210763; 0.5409836065573771; 0.6221867185329258; 0.8386388583973655; 0.80083857442348; 0.8459119496855345
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68531469 0.73076923 0.68881119 0.71328671 0.67132867]; 0.6234309623430963; 0.6150627615062761; 0.8364779874213837; 0.9085794655414908; 0.9034965034965035; 0.9090909090909091; 0.6456692913385826; 0.6721311475409836; 0.622390360095278; 0.6229508196721312; 0.6495726495726496; 0.6157699313437018; 0.8375; 0.8427672955974843; 0.8364779874213837
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.54166667 0.52083333 0.58333333 0.53125   ]; 0.55625; 0.5875; 0.80625; 0.961038961038961; 0.925; 0.9625; 0.6282722513089005; 0.6976744186046512; 0.5447831552482715; 0.65625; 0.7974683544303798; 0.5900922019065479; 0.8165680473372782; 0.8518518518518519; 0.8056727613689639
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.71875    0.69791667 0.73404255 0.67021277 0.74468085]; 0.5949367088607594; 0.6075949367088608; 0.8215189873417722; 0.9673202614379084; 0.9367088607594937; 0.9683544303797469; 0.6444444444444445; 0.6666666666666666; 0.5868544600938966; 0.6477272727272727; 0.6785714285714286; 0.6027992277992278; 0.8269938650306747; 0.8259803921568627; 0.8213671594292167
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.60416667 0.61458333 0.54166667 0.62765957 0.63829787]; 0.5; 0.5189873417721519; 0.7803030303030303; 0.9586056644880174; 0.9243697478991597; 0.9600840336134454; 0.48366013071895425; 0.43529411764705883; 0.5053182917002418; 0.4933333333333333; 0.44047619047619047; 0.5242921492921493; 0.7716535433070866; 0.7223587223587223; 0.781958581958582
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.63541667 0.64583333 0.67708333 0.60416667]; 0.63125; 0.65625; 0.645; 0.6705426356589147; 0.7208333333333333; 0.6458333333333333; 0.7035175879396985; 0.8433734939759037; 0.6229854482866531; 0.6994535519125683; 0.8767123287671232; 0.6739883482916076; 0.6837416481069042; 0.7752525252525253; 0.6462896289628963
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.57291667 0.61458333 0.6875     0.65625    0.65625   ]; 0.5875; 0.65; 0.8275; 0.9656652360515021; 0.9375; 0.9666666666666667; 0.6796116504854368; 0.8235294117647058; 0.571764705882353; 0.7333333333333334; 0.9166666666666666; 0.6359649122807017; 0.8435374149659864; 0.9095354523227384; 0.8256117159311901
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.57291667 0.53125    0.52083333 0.52083333 0.5212766 ]; 0.5157232704402516; 0.5534591194968553; 0.7788944723618091; 0.9444444444444444; 0.99581589958159; 0.9414225941422594; 0.5217391304347826; 0.5060240963855421; 0.5161699429296133; 0.5942857142857142; 0.5652173913043478; 0.5512654120700843; 0.7904761904761904; 0.8019323671497585; 0.7779295343602195
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.6875     0.69791667 0.72916667 0.70833333]; 0.525; 0.55625; 0.69375; 0.7802690582959642; 0.725; 0.7958333333333334; 0.43283582089552236; 0.3918918918918919; 0.5157133878064111; 0.5103448275862069; 0.45121951219512196; 0.5589430894308943; 0.6620689655172414; 0.6060606060606061; 0.6928817881788178
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.79166667 0.67708333 0.69791667 0.65625   ]; 0.6875; 0.6125; 0.81125; 0.9157667386609071; 0.8833333333333333; 0.91875; 0.6527777777777777; 0.7230769230769231; 0.6931174089068827; 0.6309523809523809; 0.6625; 0.6125; 0.8051612903225807; 0.8103896103896104; 0.8112189015803474
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.76041667 0.67708333 0.72916667 0.77083333]; 0.6875; 0.66875; 0.81125; 0.8991596638655461; 0.8916666666666667; 0.8999999999999999; 0.6987951807228916; 0.7631578947368421; 0.6911027568922306; 0.6863905325443788; 0.725; 0.6687500000000001; 0.813810110974106; 0.8333333333333334; 0.8114686468646866
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.54861111 0.61111111 0.59722222 0.58333333 0.57638889]; 0.575; 0.48333333333333334; 0.7783333333333333; 0.9420289855072465; 0.9027777777777778; 0.9444444444444444; 0.5984251968503937; 0.6333333333333333; 0.575; 0.4999999999999999; 0.5636363636363636; 0.4895104895104895; 0.7768456375838925; 0.7847457627118644; 0.778438455126424
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.70138889 0.67361111 0.625      0.67605634 0.68309859]; 0.6260504201680672; 0.6302521008403361; 0.8431208053691275; 0.9858356940509915; 0.9720670391061452; 0.9860335195530726; 0.6396761133603239; 0.6528925619834711; 0.6255915801370348; 0.6788321167883211; 0.7265625; 0.622372159090909; 0.8475957620211898; 0.85667215815486; 0.8428659936073445
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.65492958 0.70422535 0.62676056 0.69014085 0.67605634]; 0.5677966101694916; 0.635593220338983; 0.8003384094754653; 0.9289940828402367; 0.8845070422535212; 0.9323943661971832; 0.575; 0.6216216216216216; 0.5708108108108108; 0.6614173228346457; 0.7368421052631579; 0.6389128559102674; 0.7982905982905982; 0.8051724137931034; 0.8004267384580137
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.61111111 0.625      0.6875     0.66901408 0.71830986]; 0.6302521008403361; 0.6638655462184874; 0.6568791946308725; 0.6929936305732485; 0.7597765363128491; 0.6634078212290503; 0.6857142857142857; 0.8571428571428571; 0.6428571428571429; 0.7333333333333334; 0.8661417322834646; 0.6492870823579485; 0.7003663003663003; 0.8006700167504187; 0.6566375293836126
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.56944444 0.59722222 0.60416667 0.59722222 0.5915493 ]; 0.502092050209205; 0.5899581589958159; 0.818561872909699; 1.0; 1.0; 1.0; 0.5440613026819923; 0.5916666666666667; 0.5017156862745098; 0.608; 0.6031746031746031; 0.5891979210563282; 0.8234336859235151; 0.8363636363636363; 0.8183510229195509
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.55555556 0.5625     0.61111111 0.56944444 0.54225352]; 0.5857740585774058; 0.5690376569037657; 0.8076923076923077; 0.9606741573033708; 0.9526462395543176; 0.9610027855153204; 0.5959183673469388; 0.6576576576576577; 0.5905475788288288; 0.6083650190114069; 0.6666666666666666; 0.5686274509803921; 0.8114754098360656; 0.8389830508474576; 0.8081053868098674
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.79166667 0.75       0.77464789 0.74647887 0.68309859]; 0.6302521008403361; 0.6302521008403361; 0.7075630252100841; 0.7604456824512534; 0.7647058823529411; 0.7591036414565826; 0.6333333333333333; 0.6031746031746031; 0.6319444444444444; 0.6788321167883212; 0.7153846153846154; 0.6215811965811966; 0.7175324675324676; 0.7210440456769984; 0.707142473445085
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.69014085 0.70422535 0.65492958 0.67605634 0.64285714]; 0.5720338983050848; 0.5677966101694916; 0.7745762711864407; 0.9090909090909091; 0.8898305084745762; 0.9110169491525423; 0.5809128630705394; 0.6194690265486725; 0.573962155550759; 0.5887096774193549; 0.5983606557377049; 0.5667241875179754; 0.7749576988155669; 0.7775891341256367; 0.7745813690932752
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.72222222 0.71527778 0.70833333 0.75      ]; 0.6166666666666667; 0.6666666666666666; 0.7925; 0.8907801418439716; 0.8722222222222222; 0.8930555555555555; 0.634920634920635; 0.6299212598425197; 0.6158455856734723; 0.6491228070175438; 0.6981132075471698; 0.6699521261616447; 0.789873417721519; 0.7892074198988196; 0.7924620295540226
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.61979167 0.59375    0.58421053 0.6        0.61578947]; 0.6194968553459119; 0.5817610062893082; 0.8226415094339623; 0.9703389830508474; 0.960167714884696; 0.9706498951781971; 0.6206896551724139; 0.668918918918919; 0.6226947535771065; 0.61671469740634; 0.6484848484848484; 0.5791443850267379; 0.8248447204968945; 0.8405063291139241; 0.8227531645569619
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.734375   0.68421053 0.65263158 0.66842105]; 0.6383647798742138; 0.6163522012578616; 0.8471698113207548; 0.9936842105263157; 0.989517819706499; 0.9937106918238993; 0.6127946127946128; 0.5909090909090909; 0.6369179600886918; 0.5986842105263158; 0.5652173913043478; 0.6170036001107726; 0.8433268858800773; 0.8257575757575758; 0.8470893141945773
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.61578947 0.62631579 0.71052632 0.66842105]; 0.6550632911392406; 0.6139240506329114; 0.8394437420986094; 0.9752421959095803; 0.9536842105263158; 0.9757894736842107; 0.6378737541528239; 0.6153846153846154; 0.6545673076923076; 0.6089743589743589; 0.5828220858895705; 0.6149404547094911; 0.8352788586251622; 0.8110831234256927; 0.8395517139971104
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.61458333 0.61458333 0.60416667 0.640625   0.59375   ]; 0.659375; 0.671875; 0.635; 0.6696428571428571; 0.78125; 0.6145833333333333; 0.6876790830945558; 0.75; 0.659375; 0.7154471544715446; 0.7674418604651163; 0.6641263356379634; 0.6822633297062024; 0.7721674876847291; 0.6329111550098772
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.60526316 0.65263158 0.55263158 0.57368421]; 0.6075949367088608; 0.6582278481012658; 0.8375474083438685; 0.9730312837108954; 0.9494736842105264; 0.9736842105263158; 0.6242424242424243; 0.7152777777777778; 0.616359819121447; 0.7016574585635359; 0.774390243902439; 0.6536424903722722; 0.8412600370599136; 0.8697318007662835; 0.8378696550765085
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.55729167 0.546875   0.57894737 0.57894737 0.58421053]; 0.6069182389937107; 0.5786163522012578; 0.8006289308176101; 0.9385593220338982; 0.9287211740041929; 0.9392033542976939; 0.6153846153846154; 0.625; 0.6068037974683544; 0.5988023952095808; 0.6451612903225806; 0.580249356817732; 0.8022457891453525; 0.8118686868686869; 0.8006711855396066
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.6875     0.69473684 0.67368421 0.70526316 0.64736842]; 0.6246056782334385; 0.6025236593059937; 0.6759142496847415; 0.7459867799811143; 0.8298319327731093; 0.7174369747899161; 0.672176308539945; 0.7672955974842768; 0.6241541278560625; 0.64; 0.7368421052631579; 0.6078149920255184; 0.7099322799097064; 0.7992376111817027; 0.6768403324994872
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.67708333 0.61578947 0.65789474 0.68421053]; 0.6226415094339622; 0.6132075471698113; 0.8113207547169812; 0.9387755102040816; 0.9161425576519916; 0.940251572327044; 0.6407185628742514; 0.6445783132530121; 0.6216312618896639; 0.6215384615384615; 0.6011904761904762; 0.6139285714285715; 0.8113207547169812; 0.7953144266337855; 0.8116495111346077
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.6875     0.66145833 0.65263158 0.64210526 0.66842105]; 0.6132075471698113; 0.5660377358490566; 0.7767295597484277; 0.899357601713062; 0.8805031446540881; 0.9014675052410901; 0.6350148367952522; 0.6772151898734177; 0.6136075949367089; 0.5632911392405063; 0.5668789808917197; 0.5660481860980339; 0.7763074984247007; 0.7777777777777778; 0.7767335004177109
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61764706 0.59243697 0.60504202 0.64285714 0.69067797]; 0.5055555555555555; 0.55; 0.7845911949685535; 0.9385281385281387; 0.9124579124579124; 0.9402356902356902; 0.6026785714285714; 0.7584269662921348; 0.5083343622669465; 0.6351351351351351; 0.7747252747252747; 0.5474749969131991; 0.7992183683439179; 0.8574423480083857; 0.7845911949685535
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6302521  0.6302521  0.63865546 0.69747899 0.61440678]; 0.6111111111111112; 0.6166666666666667; 0.8480083857442348; 0.989795918367347; 0.9797979797979798; 0.9898989898989898; 0.6; 0.5833333333333334; 0.6111111111111112; 0.5818181818181818; 0.5333333333333333; 0.6166666666666666; 0.84375; 0.8207547169811321; 0.8480083857442349
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.66806723 0.69747899 0.66386555 0.6779661 ]; 0.675; 0.5805555555555556; 0.840146750524109; 0.9680759275237273; 0.9444444444444444; 0.968855218855219; 0.6507462686567164; 0.6264367816091954; 0.6734334445680386; 0.5817174515235457; 0.5645161290322581; 0.5811086392287726; 0.8355795148247979; 0.8123689727463312; 0.840146750524109
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; 10; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6875     0.65833333 0.6625     0.67647059 0.63445378]; 0.5786516853932584; 0.6235955056179775; 0.640461215932914; 0.7031019202363369; 0.7959866220735786; 0.6638795986622072; 0.6359223300970873; 0.7081081081081081; 0.5733522996680891; 0.6581632653061225; 0.7543859649122807; 0.6285443338074918; 0.6821130676552363; 0.7714884696016772; 0.640461215932914
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62916667 0.61666667 0.6092437  0.66806723 0.57983193]; 0.5770308123249299; 0.6330532212885154; 0.8364779874213837; 0.9742710120068611; 0.9514237855946399; 0.9748743718592965; 0.6057441253263707; 0.655367231638418; 0.577683615819209; 0.6649616368286445; 0.7222222222222222; 0.6322975517890772; 0.8391752577319587; 0.8532494758909853; 0.8364779874213835
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.62916667 0.64583333 0.575      0.6302521  0.62184874]; 0.5786516853932584; 0.5730337078651685; 0.8149895178197065; 0.9565957446808511; 0.939799331103679; 0.9573578595317725; 0.5879120879120879; 0.5879120879120879; 0.5784388025767336; 0.580110497237569; 0.603448275862069; 0.5737021599090565; 0.814308258811152; 0.8113207547169812; 0.8149895178197065
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67083333 0.68907563 0.64705882 0.69747899 0.67226891]; 0.6508379888268156; 0.6480446927374302; 0.6682389937106918; 0.6795302013422819; 0.6795302013422819; 0.6795302013422819; 0.6397694524495677; 0.6453488372093024; 0.650631407851963; 0.6519337016574586; 0.6344086021505376; 0.6485996499124781; 0.667017359284587; 0.6645702306079665; 0.6682389937106917
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; 10; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.69327731 0.68067227 0.70588235 0.69747899 0.72268908]; 0.5905292479108635; 0.584958217270195; 0.7814465408805031; 0.8950563746747614; 0.8672268907563025; 0.8983193277310925; 0.6541176470588236; 0.7722222222222223; 0.5900217256362508; 0.6392251815980629; 0.7374301675977654; 0.5853817504655494; 0.790557508789553; 0.8249475890985325; 0.7814465408805031
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62184874 0.71428571 0.63865546 0.70588235 0.67226891]; 0.6518105849582173; 0.6295264623955432; 0.79979035639413; 0.8927335640138409; 0.8672268907563025; 0.8957983193277311; 0.6819338422391857; 0.7486033519553073; 0.6520794537554314; 0.6472148541114058; 0.6777777777777778; 0.6293916821849783; 0.8016614745586709; 0.8092243186582809; 0.79979035639413
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.62152778 0.55208333 0.59440559 0.63636364 0.61888112]; 0.5527426160337553; 0.540084388185654; 0.8773584905660378; 0.9866479269149684; 0.9790794979079498; 0.9867503486750349; 0.5859375000000001; 0.646551724137931; 0.5546808207466515; 0.5947955390334573; 0.6611570247933884; 0.5374750641208321; 0.8798767967145791; 0.8983228511530398; 0.8773584905660378
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.59375    0.69791667 0.64930556 0.63541667 0.60839161]; 0.6; 0.7148936170212766; 0.9025157232704403; 0.9823321554770318; 0.9666203059805285; 0.9826147426981919; 0.587719298245614; 0.5153846153846153; 0.61007326007326; 0.6455026455026456; 0.580952380952381; 0.7020146520146521; 0.898471615720524; 0.8626834381551363; 0.9025157232704404
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67482517 0.66433566 0.67132867 0.67832168 0.64788732]; 0.6458333333333334; 0.6291666666666667; 0.889937106918239; 0.9743589743589743; 0.957983193277311; 0.9747899159663866; 0.6009389671361502; 0.6095238095238096; 0.6417989417989418; 0.6454183266932272; 0.6; 0.6333333333333334; 0.8875802997858673; 0.8689727463312369; 0.889937106918239
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62237762 0.63636364 0.61888112 0.62237762 0.65492958]; 0.6541666666666667; 0.6583333333333333; 0.6383647798742138; 0.6835443037974683; 0.7941176470588235; 0.6323529411764706; 0.6639676113360323; 0.7192982456140351; 0.6572681704260652; 0.6962962962962964; 0.746031746031746; 0.6537176274018379; 0.6829044117647058; 0.7788259958071279; 0.6383647798742138
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65734266 0.64335664 0.63286713 0.66433566 0.63636364]; 0.6234309623430963; 0.5606694560669456; 0.8726415094339622; 0.9655667144906743; 0.9412587412587412; 0.9664335664335665; 0.5982142857142858; 0.5929203539823009; 0.6218570023879758; 0.5643153526970954; 0.5396825396825397; 0.5618766680713583; 0.869284561592254; 0.8469601677148847; 0.8726415094339623
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6013986  0.61888112 0.59440559 0.62937063 0.57394366]; 0.6125; 0.6416666666666667; 0.8527253668763103; 0.9286713286713286; 0.9299719887955182; 0.9285714285714286; 0.5714285714285714; 0.5688073394495413; 0.6088311506408013; 0.6640625; 0.648854961832061; 0.6409412423839205; 0.8523384130320547; 0.850104821802935; 0.8527253668763103
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64685315 0.72377622 0.70979021 0.72027972 0.72535211]; 0.6166666666666667; 0.5625; 0.6761006289308176; 0.7066202090592334; 0.7100840336134454; 0.7051820728291317; 0.6166666666666668; 0.6491228070175439; 0.6182121971595655; 0.5914396887159533; 0.6031746031746031; 0.5603592314118631; 0.6801242236024845; 0.6886792452830188; 0.6761006289308176
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65625    0.67482517 0.65034965 0.74475524 0.6993007 ]; 0.592436974789916; 0.6512605042016807; 0.8265199161425576; 0.8903413217138707; 0.8561452513966481; 0.8945530726256983; 0.622568093385214; 0.6956521739130435; 0.5957935666313185; 0.6891385767790261; 0.7479674796747967; 0.6478967833156593; 0.8258811152025249; 0.8228511530398323; 0.8265199161425577
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6958042  0.68531469 0.72727273 0.68881119 0.68661972]; 0.6333333333333333; 0.6375; 0.8385744234800838; 0.9061397318278052; 0.8991596638655462; 0.9068627450980391; 0.6479999999999999; 0.6864406779661016; 0.6342039455404278; 0.6448979591836735; 0.6475409836065574; 0.637329813837177; 0.8389121338912134; 0.8406708595387841; 0.8385744234800839
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.73958333 0.6875     0.60416667 0.72916667 0.69148936]; 0.5974842767295597; 0.610062893081761; 0.800251256281407; 0.9258426966292135; 0.8619246861924686; 0.9309623430962344; 0.5789473684210525; 0.6376811594202898; 0.6021739130434782; 0.6125; 0.6621621621621622; 0.6134340222575517; 0.7899603698811095; 0.7827225130890052; 0.799573816930976
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.60416667 0.69791667 0.6875     0.70833333 0.75      ]; 0.65; 0.61875; 0.8225; 0.9452954048140044; 0.9; 0.9479166666666666; 0.65; 0.6933333333333334; 0.6525490196078432; 0.6347305389221557; 0.654320987654321; 0.6182997343334896; 0.8188775510204082; 0.8106060606060606; 0.8223822382238224
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.83333333 0.65625    0.69148936 0.76595745]; 0.6518987341772152; 0.6518987341772152; 0.821969696969697; 0.9306487695749441; 0.8739495798319328; 0.9348739495798319; 0.6496815286624203; 0.6144578313253012; 0.6538955823293173; 0.6258503401360543; 0.6133333333333333; 0.6500401606425703; 0.8122503328894808; 0.7702020202020202; 0.821969696969697
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.65625    0.67021277 0.67021277 0.64893617]; 0.6708860759493671; 0.6329113924050633; 0.6531645569620254; 0.6996336996336997; 0.8059071729957806; 0.6540084388185654; 0.7291666666666667; 0.8974358974358975; 0.6737179487179487; 0.6914893617021277; 0.8333333333333334; 0.6354166666666667; 0.7041036717062636; 0.8295165394402035; 0.6540529800475576
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.63541667 0.73958333 0.75531915 0.67021277]; 0.6518987341772152; 0.6012658227848101; 0.6944444444444444; 0.7383966244725739; 0.7352941176470589; 0.7394957983193278; 0.717948717948718; 0.8974358974358975; 0.6549679487179487; 0.6735751295336788; 0.7831325301204819; 0.5915662650602409; 0.7192575406032483; 0.7769423558897243; 0.6938146893952438
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.73958333 0.66666667 0.61458333 0.70833333]; 0.575; 0.6125; 0.79125; 0.9237113402061855; 0.9333333333333333; 0.9229166666666666; 0.5903614457831325; 0.5975609756097561; 0.5744215134459038; 0.6436781609195402; 0.6588235294117647; 0.6094117647058823; 0.7975757575757576; 0.8083538083538083; 0.7909453520140542
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.79166667 0.76041667 0.75531915 0.76595745 0.75531915]; 0.6139240506329114; 0.6265822784810127; 0.7493670886075949; 0.8258928571428572; 0.7805907172995781; 0.8354430379746836; 0.5673758865248226; 0.5128205128205128; 0.6126602564102563; 0.6335403726708074; 0.6296296296296297; 0.6265031265031266; 0.7360000000000001; 0.696969696969697; 0.7495000769112443
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.65625    0.79787234 0.82978723 0.75531915]; 0.5949367088607594; 0.5189873417721519; 0.7582278481012659; 0.8853932584269663; 0.8312236286919831; 0.8924050632911392; 0.632183908045977; 0.632183908045977; 0.5907398413469321; 0.5777777777777778; 0.65; 0.5173076923076922; 0.7609511889862329; 0.7524752475247525; 0.7583619760939825
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.76041667 0.72916667 0.65625    0.70212766]; 0.6037735849056604; 0.6352201257861635; 0.7989949748743719; 0.9175475687103595; 0.9079497907949791; 0.9184100418410042; 0.6272189349112426; 0.6162790697674418; 0.6026600828289264; 0.5735294117647058; 0.5571428571428572; 0.6268860353130015; 0.7943444730077122; 0.7822784810126582; 0.7988699138230373
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; 6; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.59027778 0.6971831  0.64788732 0.66197183 0.66197183]; 0.569620253164557; 0.6244725738396625; 0.7967959527824621; 0.9285714285714286; 0.9129213483146067; 0.9297752808988765; 0.6194029850746269; 0.680327868852459; 0.5662508909479687; 0.6307053941908715; 0.6608695652173913; 0.6255167498218104; 0.8006617038875103; 0.8161888701517707; 0.7967959527824621
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.67361111 0.64788732 0.64788732 0.65492958]; 0.6050420168067226; 0.5882352941176471; 0.7823529411764706; 0.8970814132104454; 0.8179271708683473; 0.9061624649859944; 0.6987179487179488; 0.8257575757575758; 0.5779731275014295; 0.6689189189189189; 0.8461538461538461; 0.5924984106802289; 0.7942811755361399; 0.8250825082508251; 0.781548103440481
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.72916667 0.73611111 0.73611111 0.75694444 0.75      ]; 0.575; 0.625; 0.7925; 0.9155555555555556; 0.8583333333333333; 0.9208333333333333; 0.6046511627906976; 0.6964285714285714; 0.5825892857142857; 0.6917808219178082; 0.8145161290322581; 0.6184649610678532; 0.796734693877551; 0.8187919463087249; 0.7926741188497266
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.63194444 0.62676056 0.67605634 0.6971831 ]; 0.6386554621848739; 0.6176470588235294; 0.6504201680672269; 0.6978508217446271; 0.773109243697479; 0.665266106442577; 0.7278481012658228; 0.9663865546218487; 0.6386554621848739; 0.70926517571885; 0.940677966101695; 0.6203389830508474; 0.7070422535211269; 0.8451178451178452; 0.6507468420220098
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; 6; svd_reconstruct; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70833333 0.67605634 0.68309859 0.64788732 0.70422535]; 0.6497890295358649; 0.6244725738396625; 0.7765598650927488; 0.8717241379310344; 0.8876404494382022; 0.8693820224719101; 0.6914498141263941; 0.768595041322314; 0.6472285551439156; 0.6666666666666667; 0.7876106194690266; 0.631708535540965; 0.7898493259318; 0.8440677966101695; 0.7768996701171653
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.66666667 0.59027778 0.64788732 0.63380282 0.58450704]; 0.5714285714285714; 0.6260504201680672; 0.7823529411764706; 0.9036827195467422; 0.8935574229691877; 0.9047619047619047; 0.6136363636363636; 0.6639344262295082; 0.5690361786319955; 0.642570281124498; 0.6956521739130435; 0.6283138918345705; 0.7875307629204266; 0.8080808080808081; 0.7823961087383906
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.67361111 0.80555556 0.71830986 0.72535211 0.69014085]; 0.6092436974789915; 0.6050420168067226; 0.7394957983193278; 0.8219971056439941; 0.7955182072829131; 0.8277310924369747; 0.604255319148936; 0.5916666666666667; 0.6093926553672316; 0.5877192982456141; 0.5826086956521739; 0.6043124779073877; 0.7313691507798961; 0.7128378378378378; 0.7393620627316279
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72916667 0.79166667 0.70833333 0.71527778 0.75352113]; 0.6108786610878661; 0.6401673640167364; 0.7909698996655519; 0.8984263233190273; 0.8746518105849582; 0.9011142061281338; 0.620408163265306; 0.6333333333333333; 0.6107843137254902; 0.6587301587301587; 0.6693548387096774; 0.6390252454417953; 0.790969899665552; 0.7844112769485904; 0.7910252000257285
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.75352113 0.70422535 0.68309859 0.72535211 0.77464789]; 0.576271186440678; 0.5805084745762712; 0.733502538071066; 0.8215384615384616; 0.752112676056338; 0.8366197183098592; 0.609375; 0.6290322580645161; 0.5734447004608294; 0.6206896551724138; 0.6923076923076923; 0.5814479638009049; 0.7300771208226222; 0.714765100671141; 0.7336624138167992
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65104167 0.625      0.61458333 0.65263158 0.61052632]; 0.6257861635220126; 0.6352201257861635; 0.8090452261306532; 0.9222096956031567; 0.8556485355648535; 0.9278242677824268; 0.6404833836858005; 0.6928104575163399; 0.6282234105763518; 0.6352201257861636; 0.6158536585365854; 0.6358489071903707; 0.8020833333333333; 0.7748427672955975; 0.8090023121296056
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.625      0.65625    0.62105263 0.71052632]; 0.6572327044025157; 0.6477987421383647; 0.8178391959798995; 0.9222096956031567; 0.8556485355648535; 0.9278242677824268; 0.6784660766961651; 0.732484076433121; 0.6581675040550699; 0.6871508379888269; 0.7935483870967742; 0.6513754205422521; 0.8169191919191919; 0.8189873417721519; 0.8178477855992929
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.72916667 0.671875   0.67708333 0.609375   0.72395833]; 0.621875; 0.653125; 0.8025; 0.9096774193548387; 0.88125; 0.9125; 0.6158730158730159; 0.6178343949044586; 0.6218006330350514; 0.662613981762918; 0.6374269005847953; 0.6542839200910553; 0.7992376111817027; 0.7784653465346535; 0.8027427742774278
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.74479167 0.64583333 0.59375    0.64210526 0.68947368]; 0.6257861635220126; 0.6635220125786163; 0.6576633165829145; 0.7118337850045168; 0.8242677824267782; 0.6663179916317992; 0.6843501326259946; 0.8775510204081632; 0.643453872777181; 0.7344913151364764; 0.8409090909090909; 0.6422855313700384; 0.7111817700052994; 0.8377028714107366; 0.6565252662995529
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.68229167 0.6875     0.59473684 0.65263158 0.66842105]; 0.6635220125786163; 0.6477987421383647; 0.8371069182389937; 0.9563318777292578; 0.9182389937106918; 0.9580712788259959; 0.7235142118863049; 0.8383233532934131; 0.6542610143950509; 0.6853932584269663; 0.782051282051282; 0.6502849002849003; 0.8438818565400844; 0.875; 0.836867088607595
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.62631579 0.61578947 0.6        0.58421053 0.62234043]; 0.6075949367088608; 0.6582278481012658; 0.7721518987341772; 0.8617710583153347; 0.8417721518987342; 0.8649789029535866; 0.6593406593406592; 0.75; 0.6057692307692308; 0.6766467065868264; 0.7533333333333333; 0.6628112449799197; 0.7783251231527093; 0.8061224489795918; 0.7724079581581377
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.65625    0.77368421 0.7        0.65789474 0.72631579]; 0.61198738170347; 0.6056782334384858; 0.7023959646910467; 0.7661795407098122; 0.7710084033613446; 0.7647058823529411; 0.6144200626959248; 0.5730994152046783; 0.6153168308900103; 0.5819397993311037; 0.564935064935065; 0.6045534220380847; 0.700507614213198; 0.6891385767790262; 0.7025310718290037
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.71052632 0.68421053 0.73157895 0.66315789 0.63829787]; 0.6582278481012658; 0.6487341772151899; 0.7943037974683544; 0.8835164835164835; 0.8481012658227848; 0.8881856540084389; 0.6625; 0.6666666666666666; 0.6581740976645435; 0.6312292358803986; 0.6462585034013606; 0.6485730386829288; 0.7877204441541475; 0.7730769230769231; 0.7940384615384615
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.73157895 0.67368421 0.69473684 0.68947368 0.68617021]; 0.620253164556962; 0.5949367088607594; 0.7753164556962026; 0.8838219326818676; 0.8586497890295358; 0.8871308016877637; 0.607843137254902; 0.5961538461538461; 0.619951923076923; 0.5949367088607596; 0.5838509316770186; 0.5951512722901222; 0.7699287103046014; 0.7509481668773704; 0.7753473407263911
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65833333 0.64583333 0.65966387 0.6512605  0.67226891]; 0.5882352941176471; 0.6022408963585434; 0.8113207547169812; 0.9367764915405165; 0.88107202680067; 0.940536013400335; 0.5927977839335181; 0.5911602209944752; 0.5881937468608739; 0.6011235955056179; 0.6079545454545454; 0.6023198141637368; 0.8043478260869565; 0.7756813417190775; 0.8113207547169811
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; 10; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.68333333 0.67083333 0.69166667 0.6625     0.6625    ]; 0.6016949152542372; 0.6440677966101694; 0.820230607966457; 0.934369602763385; 0.9016666666666666; 0.9366666666666666; 0.6072423398328691; 0.6123595505617978; 0.6016343207354443; 0.64804469273743; 0.6590909090909091; 0.6441521961184883; 0.8170666666666666; 0.8029350104821803; 0.820230607966457
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63445378 0.68487395 0.6302521  0.68487395 0.62605042]; 0.6100278551532033; 0.6573816155988857; 0.8128930817610063; 0.9199318568994889; 0.907563025210084; 0.9210084033613445; 0.5857988165680473; 0.5351351351351351; 0.6123951537744641; 0.6191950464396285; 0.5747126436781609; 0.654923889406648; 0.8054495912806539; 0.7746331236897275; 0.8128930817610062
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; 10; svd_reconstruct; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.67083333 0.625      0.70833333 0.63333333 0.64583333]; 0.6384180790960452; 0.655367231638418; 0.6546121593291404; 0.696362286562732; 0.7816666666666666; 0.6591666666666666; 0.6847290640394089; 0.8081395348837209; 0.6430807564528495; 0.7162790697674419; 0.8461538461538461; 0.6498211091234347; 0.6981218506642236; 0.7987421383647799; 0.6546121593291405
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68067227 0.62184874 0.64285714 0.70588235 0.65546218]; 0.649025069637883; 0.6267409470752089; 0.7866876310272537; 0.8778054862842892; 0.8873949579831932; 0.8764705882352941; 0.6956521739130436; 0.8089887640449438; 0.6503507356136321; 0.6666666666666666; 0.7403314917127072; 0.6257837233844435; 0.7984150569588905; 0.8448637316561844; 0.7866876310272536
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.6125     0.6625     0.63333333 0.60833333 0.63333333]; 0.596045197740113; 0.615819209039548; 0.7919287211740041; 0.8975694444444444; 0.8616666666666667; 0.9016666666666667; 0.6206896551724139; 0.6536312849162011; 0.5953870710295291; 0.6382978723404256; 0.6857142857142857; 0.6166001596169194; 0.7916010498687664; 0.790356394129979; 0.7919287211740041
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; 10; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.72268908 0.72268908 0.71848739 0.71848739 0.72268908]; 0.5821727019498607; 0.5877437325905293; 0.6960167714884696; 0.7634228187919463; 0.7647058823529411; 0.7630252100840336; 0.5901639344262295; 0.6171428571428571; 0.583027950310559; 0.5888888888888889; 0.5760869565217391; 0.5880434782608696; 0.697601668404588; 0.7012578616352201; 0.6960167714884696
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; 10; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6512605  0.72268908 0.6302521  0.73529412 0.70588235]; 0.6629526462395543; 0.6323119777158774; 0.8139412997903563; 0.9094138543516875; 0.8605042016806723; 0.9142857142857144; 0.6430678466076697; 0.6337209302325582; 0.6617802512125357; 0.6451612903225807; 0.6417112299465241; 0.631902126601169; 0.8067501360914535; 0.7767295597484277; 0.8139412997903563
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.6875     0.725      0.70833333 0.725      0.71428571]; 0.6169014084507042; 0.571830985915493; 0.7803983228511531; 0.8892645815722738; 0.8781302170283807; 0.8906510851419032; 0.6439790575916231; 0.6648648648648648; 0.6147853736089031; 0.5978835978835978; 0.6647058823529411; 0.5755961844197138; 0.7843540916109111; 0.7987421383647799; 0.7803983228511531
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.64335664 0.66083916 0.64685315 0.64084507]; 0.6541666666666667; 0.6333333333333333; 0.8039832285115304; 0.8527918781725888; 0.8235294117647058; 0.8578431372549019; 0.6981818181818182; 0.768; 0.6492173913043479; 0.6333333333333333; 0.6608695652173913; 0.6344347826086957; 0.8025343189017952; 0.7966457023060797; 0.8039832285115305
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65384615 0.65384615 0.67482517 0.68881119 0.68309859]; 0.6375; 0.6208333333333333; 0.8705450733752621; 0.9492273730684327; 0.9033613445378151; 0.9516806722689075; 0.6390041493775934; 0.6470588235294118; 0.6375789985415654; 0.6255144032921812; 0.628099173553719; 0.6207722758524898; 0.865979381443299; 0.8364779874213837; 0.8705450733752621
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75347222 0.69444444 0.6875     0.71328671 0.62237762]; 0.576271186440678; 0.5338983050847458; 0.8197064989517819; 0.9046941678520627; 0.8857938718662952; 0.9066852367688022; 0.6; 0.6302521008403361; 0.5758098111039287; 0.5564516129032259; 0.5897435897435898; 0.5343675931911226; 0.8193277310924368; 0.8176100628930818; 0.8197064989517819
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65972222 0.65734266 0.58391608 0.62587413 0.60839161]; 0.7016806722689075; 0.7226890756302521; 0.64937106918239; 0.6645649432534679; 0.7360335195530726; 0.6284916201117318; 0.6816143497757847; 0.6129032258064516; 0.7055744199207696; 0.67; 0.5877192982456141; 0.7172467458970007; 0.6669985067197611; 0.7023060796645703; 0.64937106918239
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.65972222 0.66783217 0.62587413 0.67132867]; 0.679324894514768; 0.7088607594936709; 0.8328092243186582; 0.874820143884892; 0.8479776847977685; 0.8786610878661089; 0.6885245901639344; 0.7368421052631579; 0.6814291827128797; 0.7376425855513308; 0.7886178861788617; 0.7057124518613607; 0.8318397469688982; 0.8270440251572327; 0.8328092243186582
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.60763889 0.61538462 0.55594406 0.62937063 0.62237762]; 0.6008403361344538; 0.7058823529411765; 0.8139412997903563; 0.8663853727144866; 0.8603351955307262; 0.86731843575419; 0.6468401486988846; 0.696; 0.5957876106194689; 0.7307692307692307; 0.8407079646017699; 0.7123539823008851; 0.8180420297283443; 0.8364779874213837; 0.8139412997903563
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.68402778 0.71328671 0.72027972 0.66783217 0.68881119]; 0.6596638655462185; 0.6428571428571429; 0.7059748427672956; 0.728148657949071; 0.7388268156424581; 0.7241620111731844; 0.6920152091254753; 0.7398373983739838; 0.6568752209261223; 0.6502057613168724; 0.6869565217391305; 0.6442912689996465; 0.7136294027565083; 0.7327044025157232; 0.7059748427672956
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; 12; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.65734266 0.63286713 0.66783217 0.67482517 0.68531469]; 0.6610878661087866; 0.7112970711297071; 0.8370020964360587; 0.883248730964467; 0.8517482517482518; 0.8874125874125874; 0.6666666666666667; 0.680672268907563; 0.6611694677871148; 0.7183673469387756; 0.7333333333333333; 0.7112044817927171; 0.8334226031065881; 0.8155136268343816; 0.8370020964360587
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68181818 0.68881119 0.68881119 0.67132867 0.70422535]; 0.6541666666666667; 0.6041666666666666; 0.8370020964360587; 0.9050678087080657; 0.8879551820728291; 0.9068627450980392; 0.6278026905829597; 0.5982905982905983; 0.652803835730665; 0.5814977973568282; 0.5365853658536586; 0.605899520533667; 0.8319827120475419; 0.8071278825995807; 0.8370020964360587
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.625      0.79166667 0.72340426 0.74468085]; 0.6392405063291139; 0.6012658227848101; 0.7512626262626263; 0.8070175438596492; 0.6764705882352942; 0.8382352941176471; 0.5648854961832059; 0.5138888888888888; 0.6290374677002584; 0.5935483870967742; 0.5897435897435898; 0.601121794871795; 0.7124087591240876; 0.6288659793814433; 0.748838930284781
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.79166667 0.72916667 0.6875     0.70833333]; 0.61875; 0.60625; 0.7225; 0.7699530516431925; 0.6833333333333333; 0.7958333333333334; 0.5906040268456377; 0.5945945945945946; 0.6170647391577625; 0.5594405594405595; 0.5333333333333333; 0.6019607843137256; 0.6908077994428969; 0.6375321336760925; 0.7202259208526449
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.73958333 0.65625    0.70212766 0.70212766 0.62765957]; 0.5886075949367089; 0.5569620253164557; 0.7354430379746836; 0.8287037037037036; 0.7552742616033755; 0.8438818565400844; 0.5695364238410596; 0.5375; 0.5892628205128205; 0.5679012345679012; 0.6052631578947368; 0.5587291399229781; 0.7194630872483222; 0.6819338422391857; 0.7351734702379809
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.73958333 0.66666667 0.71875    0.66666667]; 0.6625; 0.55625; 0.665; 0.7356746765249538; 0.8291666666666667; 0.7020833333333334; 0.7065217391304348; 0.8227848101265823; 0.6644788248163775; 0.6321243523316062; 0.8026315789473685; 0.5679824561403509; 0.7080610021786492; 0.8227848101265823; 0.6669479606188466
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.66666667 0.625      0.60638298 0.55319149 0.67021277]; 0.5822784810126582; 0.6518987341772152; 0.7721518987341772; 0.8668171557562078; 0.810126582278481; 0.8755274261603375; 0.5714285714285714; 0.6376811594202898; 0.5885035010584595; 0.6857142857142856; 0.7894736842105263; 0.6569319640564827; 0.7668393782383419; 0.774869109947644; 0.7722384765424495
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.59375    0.6875     0.70833333 0.64583333 0.67708333]; 0.60625; 0.6125; 0.80375; 0.9333333333333333; 0.9333333333333333; 0.9333333333333333; 0.5401459854014599; 0.4625; 0.60625; 0.5303030303030304; 0.4861111111111111; 0.6010101010101009; 0.7903871829105474; 0.7551020408163265; 0.802796118447379
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.71875    0.71875    0.66666667 0.625     ]; 0.625; 0.58125; 0.6975; 0.730679156908665; 0.65; 0.7604166666666666; 0.6052631578947367; 0.5411764705882353; 0.6305882352941176; 0.5620915032679737; 0.4942528735632184; 0.5895921902062667; 0.669398907103825; 0.5946601941747572; 0.7006806125512962
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.75       0.76595745 0.61702128 0.69148936]; 0.5886075949367089; 0.6392405063291139; 0.7632911392405063; 0.847775175644028; 0.7637130801687764; 0.8628691983122363; 0.5255474452554745; 0.41379310344827586; 0.6083050024283633; 0.5899280575539568; 0.5324675324675324; 0.6366041366041365; 0.7339971550497867; 0.6433915211970075; 0.7651404906756246
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.6875     0.59574468 0.64893617 0.62765957]; 0.6708860759493671; 0.6962025316455697; 0.7822784810126582; 0.8309859154929577; 0.7468354430379747; 0.8481012658227848; 0.7011494252873564; 0.6931818181818182; 0.6680194805194806; 0.7037037037037036; 0.7215189873417721; 0.6962025316455696; 0.774278215223097; 0.7301980198019802; 0.7834927922844098
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; 6; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.6875     0.6875     0.79861111 0.73611111 0.6056338 ]; 0.6317991631799164; 0.5983263598326359; 0.7892976588628763; 0.8963414634146342; 0.8189415041782729; 0.9052924791086351; 0.6615384615384615; 0.7288135593220338; 0.6330018209833309; 0.6033057851239669; 0.6576576576576577; 0.6022663288288288; 0.7823834196891192; 0.7704081632653061; 0.7889869763694952
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.73611111 0.71527778 0.6875     0.63194444]; 0.5916666666666667; 0.5708333333333333; 0.7333333333333333; 0.8160741885625965; 0.7333333333333333; 0.8347222222222223; 0.5242718446601942; 0.45; 0.5916666666666668; 0.5381165919282512; 0.5128205128205128; 0.5694183864915572; 0.7026022304832714; 0.6331658291457286; 0.7328349875413551
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.68309859 0.6056338  0.58450704 0.67605634 0.69285714]; 0.6271186440677966; 0.6822033898305084; 0.8025423728813559; 0.891640866873065; 0.8135593220338984; 0.9011299435028249; 0.6036036036036037; 0.5447154471544715; 0.6307648032232535; 0.6543778801843317; 0.6016949152542372; 0.6822033898305084; 0.7852534562211982; 0.7159663865546219; 0.8032823385764563
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; 6; svd_reconstruct; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70833333 0.56338028 0.56338028 0.70422535 0.64084507]; 0.6540084388185654; 0.6624472573839663; 0.6526138279932546; 0.7016706443914081; 0.8258426966292135; 0.6488764044943821; 0.6495726495726496; 0.608; 0.6566785714285713; 0.6694214876033059; 0.6585365853658537; 0.6626016260162603; 0.6864535768645359; 0.7466887417218543; 0.6508357797956351
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.66666667 0.63888889 0.63194444 0.61267606 0.66197183]; 0.634453781512605; 0.634453781512605; 0.7374161073825504; 0.8072122052704578; 0.8128491620111732; 0.8058659217877095; 0.6329113924050632; 0.6696428571428571; 0.6364087301587302; 0.6506024096385542; 0.6639344262295082; 0.6336913510457886; 0.7406793703396852; 0.7550675675675675; 0.7375337837837838
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.66666667 0.67361111 0.65972222 0.66901408 0.66901408]; 0.6596638655462185; 0.6050420168067226; 0.7793624161073825; 0.8694362017804155; 0.8184357541899442; 0.8770949720670392; 0.7157894736842105; 0.7786259541984732; 0.6463223228936291; 0.6518518518518519; 0.7394957983193278; 0.6050420168067228; 0.7860048820179008; 0.7944078947368421; 0.7790532624369142
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.6971831  0.6056338  0.70422535 0.69014085 0.66428571]; 0.6101694915254238; 0.5932203389830508; 0.676271186440678; 0.6689419795221844; 0.5536723163841808; 0.7259887005649718; 0.5106382978723405; 0.41025641025641024; 0.6084895496660202; 0.4725274725274726; 0.36752136752136755; 0.5913237089707678; 0.6004184100418409; 0.4880952380952381; 0.6756354568854569
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65277778 0.68055556 0.64583333 0.68309859 0.62676056]; 0.6512605042016807; 0.5840336134453782; 0.7600671140939598; 0.8429003021148036; 0.7793296089385475; 0.8547486033519553; 0.6639676113360323; 0.6356589147286822; 0.652691842685442; 0.5638766519823788; 0.5517241379310345; 0.5832391181458451; 0.7482394366197184; 0.7048092868988391; 0.7607238285088423
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.6875     0.69444444 0.69444444 0.70422535 0.6971831 ]; 0.6596638655462185; 0.6428571428571429; 0.7567114093959731; 0.808641975308642; 0.7318435754189944; 0.8268156424581005; 0.6693877551020407; 0.6721311475409836; 0.6593414358394574; 0.6351931330472103; 0.7047619047619048; 0.64937343358396; 0.7424511545293072; 0.7145299145299145; 0.7559470000985653
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.6875     0.671875   0.66315789 0.63157895 0.67368421]; 0.6069182389937107; 0.6446540880503144; 0.7503144654088051; 0.8010012515644557; 0.6708595387840671; 0.8333333333333335; 0.558303886925795; 0.4619883040935672; 0.6187492540876; 0.5767790262172285; 0.506578947368421; 0.6388316423589093; 0.7057079318013343; 0.595; 0.7512974683544302
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; 8; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.63541667 0.75263158 0.73684211 0.60526316 0.64210526]; 0.6529968454258676; 0.6309148264984227; 0.7597730138713745; 0.8192488262910799; 0.7331932773109243; 0.8382352941176471; 0.6927374301675977; 0.7294117647058823; 0.6470188075230092; 0.6355140186915889; 0.68; 0.6334131736526947; 0.7511430437622468; 0.7223618090452262; 0.759915081737803
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.69270833 0.70833333 0.67708333 0.75       0.64583333]; 0.6; 0.671875; 0.775625; 0.8555045871559632; 0.7770833333333333; 0.86875; 0.6; 0.6114649681528662; 0.600211011683795; 0.704225352112676; 0.7183908045977011; 0.6674145803810424; 0.7679379444085326; 0.7324290998766955; 0.7762272242095771
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65625    0.67708333 0.70833333 0.67708333 0.66315789]; 0.6206896551724138; 0.6081504702194357; 0.6522556390977443; 0.7263064658990257; 0.8559498956158664; 0.6774530271398748; 0.6997518610421836; 0.8103448275862069; 0.6017241379310345; 0.6770025839793281; 0.8397435897435898; 0.6131233286141262; 0.7107868681605003; 0.8430160692212608; 0.6495893560845821
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.66145833 0.65104167 0.671875   0.640625   0.640625  ]; 0.6; 0.66875; 0.78375; 0.884297520661157; 0.8916666666666667; 0.8833333333333334; 0.6321839080459769; 0.6666666666666666; 0.5978494623655914; 0.6748466257668712; 0.7236842105263158; 0.6713659147869675; 0.7892813641900122; 0.8130489335006273; 0.7838594605236635
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.671875   0.640625   0.66315789 0.61052632 0.61052632]; 0.5880503144654088; 0.6037735849056604; 0.7704402515723271; 0.8820960698689955; 0.8469601677148847; 0.8867924528301887; 0.6180758017492712; 0.6463414634146342; 0.58615774469433; 0.6111111111111112; 0.6428571428571429; 0.6049651567944251; 0.7694251421351863; 0.7660377358490567; 0.7704402515723271
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.67894737 0.73157895 0.66842105 0.71578947 0.63829787]; 0.5791139240506329; 0.6329113924050633; 0.6968354430379747; 0.7124999999999999; 0.6012658227848101; 0.7573839662447258; 0.5460750853242322; 0.5161290322580645; 0.5779402925265478; 0.6158940397350994; 0.5636363636363636; 0.6361228175797712; 0.6566308243727599; 0.5768261964735516; 0.697446177117183
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; 8; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.671875   0.70833333 0.69270833 0.69791667 0.71578947]; 0.6081504702194357; 0.6426332288401254; 0.7913533834586466; 0.8922018348623854; 0.8121085594989561; 0.9018789144050103; 0.5928338762214984; 0.5870967741935483; 0.6075727773406766; 0.6524390243902438; 0.66875; 0.6425511006289308; 0.7790311877903119; 0.739294710327456; 0.7910937392036284
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.58854167 0.65789474 0.68947368 0.65263158 0.64210526]; 0.6466876971608833; 0.6403785488958991; 0.7862547288776797; 0.868144690781797; 0.7815126050420168; 0.8813025210084032; 0.5971223021582734; 0.5424836601307189; 0.6431930495775545; 0.606896551724138; 0.5751633986928104; 0.638191455443966; 0.7621052631578947; 0.6943734015345269; 0.7849976460408953
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.64583333 0.62605042 0.69747899 0.65966387]; 0.6442577030812325; 0.6554621848739496; 0.7966457023060797; 0.8761220825852782; 0.8174204355108877; 0.8844221105527638; 0.629737609329446; 0.5966850828729282; 0.6449334505273732; 0.6475644699140402; 0.6420454545454546; 0.6552768709191361; 0.7851605758582503; 0.7431865828092243; 0.7966457023060797
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; 10; svd_reconstruct; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.6375     0.67916667 0.7        0.69583333 0.6512605 ]; 0.647887323943662; 0.6028169014084507; 0.7625786163522013; 0.8292237442922374; 0.7579298831385642; 0.8439065108514191; 0.6458923512747875; 0.6404494382022472; 0.6479083349203326; 0.6028169014084508; 0.6045197740112994; 0.6028216847584587; 0.7487520798668884; 0.7075471698113207; 0.7625786163522013
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61344538 0.66806723 0.6302521  0.69747899 0.66525424]; 0.6666666666666666; 0.6416666666666667; 0.7720125786163522; 0.8280961182994455; 0.7542087542087542; 0.8434343434343434; 0.6808510638297872; 0.7032967032967034; 0.6662550932213854; 0.6649350649350648; 0.7191011235955056; 0.6425175947647858; 0.7639717851329355; 0.7379454926624738; 0.7720125786163522
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; 10; svd_reconstruct; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.65833333 0.61666667 0.65416667 0.72083333 0.65546218]; 0.6225352112676056; 0.6169014084507042; 0.6462264150943396; 0.6813532651455547; 0.7228714524207012; 0.6619365609348915; 0.6035502958579883; 0.5513513513513514; 0.6256756756756757; 0.575; 0.5411764705882353; 0.6138314785373609; 0.6500777604976672; 0.6572327044025157; 0.6462264150943396
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.66666667 0.65966387 0.63445378 0.68067227 0.67647059]; 0.6284916201117319; 0.6229050279329609; 0.769916142557652; 0.8556962025316455; 0.8506711409395973; 0.8565436241610738; 0.6666666666666667; 0.7430167597765364; 0.6284916201117319; 0.6564885496183205; 0.7206703910614525; 0.6229050279329609; 0.7779463834092059; 0.8060796645702306; 0.769916142557652
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62184874 0.63445378 0.64285714 0.64285714 0.62184874]; 0.6601671309192201; 0.6601671309192201; 0.7955974842767296; 0.87215411558669; 0.8369747899159664; 0.8773109243697479; 0.6494252873563219; 0.6726190476190477; 0.6609168536524558; 0.680628272251309; 0.680628272251309; 0.6587665170780355; 0.7916666666666666; 0.7767295597484277; 0.7955974842767296
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.66666667 0.63865546 0.65966387 0.64705882 0.69327731]; 0.6005586592178771; 0.6284916201117319; 0.6624737945492662; 0.6475095785440613; 0.5671140939597316; 0.691275167785235; 0.5572755417956656; 0.5142857142857142; 0.5986729117876659; 0.5932721712538227; 0.5300546448087432; 0.6307416081186573; 0.6198347107438017; 0.550314465408805; 0.6624737945492662
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68067227 0.72268908 0.71428571 0.70588235 0.68220339]; 0.5194444444444445; 0.5444444444444444; 0.7258909853249476; 0.8339285714285715; 0.7861952861952862; 0.8434343434343434; 0.4610591900311527; 0.4327485380116959; 0.5153160679476468; 0.528735632183908; 0.48677248677248675; 0.5474798106377053; 0.7076579094466182; 0.6635220125786163; 0.7258909853249476
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7125     0.6375     0.6512605  0.69747899 0.71008403]; 0.6582633053221288; 0.5742296918767507; 0.7589098532494759; 0.8324324324324325; 0.7738693467336684; 0.8442211055276382; 0.6611111111111111; 0.6467391304347826; 0.6586296808243277; 0.5846994535519127; 0.6184971098265896; 0.5755529027393818; 0.7494553376906319; 0.7211740041928721; 0.7589098532494759
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63636364 0.61538462 0.62237762 0.63986014 0.65140845]; 0.7125; 0.725; 0.8233752620545073; 0.8386581469648563; 0.7352941176470589; 0.8585434173669468; 0.739622641509434; 0.8305084745762712; 0.714434565156988; 0.7480916030534351; 0.8032786885245902; 0.7236732425673799; 0.810567734682406; 0.7557651991614256; 0.8233752620545074
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.72222222 0.62152778 0.63888889 0.70138889 0.65734266]; 0.6340425531914894; 0.6425531914893617; 0.8307127882599581; 0.8809338521400778; 0.7872044506258693; 0.8936022253129347; 0.5865384615384616; 0.5495495495495496; 0.6296134844521942; 0.6612903225806451; 0.6612903225806451; 0.6414559721011334; 0.8144744399770247; 0.7431865828092243; 0.8307127882599581
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.62847222 0.62847222 0.59440559 0.62237762 0.61188811]; 0.6413502109704642; 0.6877637130801688; 0.820230607966457; 0.8654970760233919; 0.8256624825662483; 0.8716875871687586; 0.6863468634686347; 0.7622950819672131; 0.6376692801140412; 0.6864406779661016; 0.7043478260869566; 0.6882394868139702; 0.8170666666666666; 0.8029350104821803; 0.820230607966457
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.65034965 0.66433566 0.67832168 0.67605634]; 0.65; 0.6166666666666667; 0.6719077568134172; 0.7126436781609194; 0.7815126050420168; 0.6848739495798319; 0.631578947368421; 0.6; 0.6499999999999999; 0.5964912280701755; 0.5666666666666667; 0.6166666666666667; 0.6904055390702275; 0.7316561844863732; 0.6719077568134172
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.69444444 0.65972222 0.6958042  0.65384615 0.68881119]; 0.5611814345991561; 0.5822784810126582; 0.7384696016771488; 0.8034528552456838; 0.8437935843793585; 0.793584379358438; 0.6462585034013606; 0.7723577235772358; 0.5528455284552846; 0.6526315789473685; 0.8157894736842105; 0.5908215661103979; 0.7606714628297363; 0.8312368972746331; 0.7384696016771488
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.67132867 0.67132867 0.66083916 0.66783217 0.63986014]; 0.6276150627615062; 0.6234309623430963; 0.7924528301886793; 0.8446671438797424; 0.8251748251748252; 0.8482517482517482; 0.673992673992674; 0.7666666666666667; 0.62703081232493; 0.6830985915492958; 0.8151260504201681; 0.6242296918767507; 0.797338792221085; 0.8165618448637316; 0.7924528301886793
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65277778 0.67708333 0.7027972  0.70629371 0.68531469]; 0.5527426160337553; 0.6244725738396625; 0.6713836477987422; 0.6565977742448331; 0.5760111576011158; 0.698744769874477; 0.6102941176470588; 0.6747967479674797; 0.5479246897732135; 0.6454183266932271; 0.7105263157894737; 0.6276208814719726; 0.6479505895564289; 0.6048218029350105; 0.6713836477987422
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.63986014 0.66783217 0.61888112 0.64788732]; 0.6625; 0.5875; 0.7877358490566038; 0.8283752860411899; 0.7605042016806722; 0.842436974789916; 0.6610878661087867; 0.6528925619834711; 0.6625807347732482; 0.5560538116591929; 0.5210084033613446; 0.5869504826724078; 0.7715736040609137; 0.7169811320754716; 0.7877358490566038
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63636364 0.6048951  0.66783217 0.62937063 0.66901408]; 0.65; 0.6541666666666667; 0.79979035639413; 0.8420279206465834; 0.8025210084033614; 0.8494397759103642; 0.6379310344827586; 0.6065573770491803; 0.6507363156432342; 0.6210045662100457; 0.576271186440678; 0.6528896915809949; 0.7891832229580574; 0.749475890985325; 0.79979035639413
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.66666667 0.66666667 0.64583333 0.60638298]; 0.6163522012578616; 0.5974842767295597; 0.6834170854271356; 0.6402266288951841; 0.47280334728033474; 0.7343096234309625; 0.5906040268456376; 0.5116279069767442; 0.6256769671870024; 0.4385964912280702; 0.35714285714285715; 0.5718298555377208; 0.5909090909090909; 0.4607594936708861; 0.6817513179077622
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; 4; svd_reconstruct; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.66666667 0.54166667 0.61458333 0.67021277 0.62765957]; 0.6265822784810127; 0.5759493670886076; 0.6906565656565656; 0.6757493188010899; 0.5210084033613446; 0.75; 0.5874125874125874; 0.5526315789473685; 0.6238767650834404; 0.5838509316770187; 0.5465116279069767; 0.578811369509044; 0.6348733233979136; 0.5325; 0.6922704081632653
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.60416667 0.63541667 0.64583333 0.65625    0.68085106]; 0.559748427672956; 0.5974842767295597; 0.7211055276381909; 0.7777777777777778; 0.6443514644351465; 0.8158995815899582; 0.4354838709677419; 0.36; 0.549047619047619; 0.5897435897435898; 0.5168539325842697; 0.6084269662921348; 0.6715976331360947; 0.5632754342431762; 0.7231135440935982
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.72916667 0.625      0.62765957 0.5       ]; 0.5506329113924051; 0.5759493670886076; 0.7853535353535354; 0.9341563786008231; 0.9537815126050421; 0.9327731092436975; 0.5234899328859061; 0.5131578947368421; 0.5492618741976893; 0.5562913907284769; 0.6268656716417911; 0.5826636050516647; 0.7837150127226464; 0.8083989501312336; 0.786194608885568
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.67708333 0.66666667 0.72916667 0.72916667]; 0.58125; 0.55; 0.80125; 0.9576271186440678; 0.9416666666666667; 0.9583333333333333; 0.5838509316770186; 0.5662650602409639; 0.5818338288217806; 0.5555555555555556; 0.5421686746987951; 0.5503051165701769; 0.7999999999999999; 0.7832512315270936; 0.8015240929209072
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.60416667 0.60416667 0.6875     0.71875    0.64583333]; 0.53125; 0.5875; 0.795; 0.9509594882729211; 0.9291666666666667; 0.9520833333333333; 0.5714285714285715; 0.6493506493506493; 0.5355186981693005; 0.6162790697674418; 0.6794871794871795; 0.5897435897435898; 0.7990196078431373; 0.8253164556962025; 0.7953742772308173
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.70833333 0.70833333 0.61458333]; 0.53125; 0.61875; 0.66875; 0.6366197183098592; 0.4708333333333333; 0.73125; 0.4186046511627907; 0.3333333333333333; 0.5337552742616034; 0.5119999999999999; 0.4444444444444444; 0.6029040404040403; 0.5648604269293924; 0.43765903307888043; 0.6647754624853862
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65625    0.64583333 0.72916667 0.61458333 0.63829787]; 0.5660377358490566; 0.6289308176100629; 0.7047738693467337; 0.7304785894206549; 0.606694560669456; 0.7761506276150627; 0.47328244274809156; 0.3974358974358974; 0.5629154795821463; 0.549618320610687; 0.46153846153846156; 0.6258309591642925; 0.6433990895295902; 0.5367088607594936; 0.703516525142839
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.76041667 0.67708333 0.64583333 0.70212766]; 0.610062893081761; 0.5786163522012578; 0.7801507537688442; 0.8949771689497719; 0.8200836820083682; 0.9037656903765691; 0.6025641025641025; 0.6025641025641025; 0.6099240265906933; 0.6171428571428571; 0.6352941176470588; 0.5744038155802861; 0.7724317295188557; 0.7388059701492538; 0.7805704977649823
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63194444 0.68055556 0.73239437 0.63380282 0.62676056]; 0.5252100840336135; 0.6050420168067226; 0.6966386554621848; 0.7288732394366199; 0.5798319327731093; 0.7843137254901962; 0.4744186046511628; 0.4473684210526316; 0.5220713073005093; 0.5346534653465347; 0.5; 0.596153846153846; 0.6335025380710659; 0.538860103626943; 0.6925069748903947
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.59027778 0.63888889 0.59859155 0.61971831 0.64788732]; 0.6092436974789915; 0.5714285714285714; 0.6798319327731093; 0.6555555555555556; 0.4957983193277311; 0.7394957983193277; 0.5633802816901409; 0.48; 0.6161061946902655; 0.5096153846153847; 0.452991452991453; 0.5694709331072967; 0.603537981269511; 0.48414023372287146; 0.6811564112776793
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.64583333 0.65972222 0.61805556 0.65972222 0.68309859]; 0.5899581589958159; 0.5899581589958159; 0.7566889632107023; 0.8513302034428795; 0.7576601671309192; 0.8676880222841227; 0.5663716814159292; 0.5245901639344263; 0.5913549110270422; 0.5739130434782609; 0.5116279069767442; 0.596723044397463; 0.7342465753424658; 0.659016393442623; 0.7586890840933251
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; 6; svd_reconstruct; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.67361111 0.70138889 0.64583333 0.71126761 0.61971831]; 0.6470588235294118; 0.5462184873949579; 0.6442953020134228; 0.6557863501483681; 0.61731843575419; 0.675977653631285; 0.6470588235294118; 0.6470588235294118; 0.6470588235294117; 0.564516129032258; 0.5932203389830508; 0.5466101694915254; 0.6344827586206897; 0.6184873949579832; 0.6442520726883718
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.68055556 0.66901408 0.65492958 0.61267606]; 0.6134453781512605; 0.6008403361344538; 0.7966386554621848; 0.9219858156028369; 0.9103641456582633; 0.92296918767507; 0.6290322580645161; 0.7027027027027027; 0.6190678867844222; 0.6415094339622641; 0.6692913385826772; 0.5959069305525999; 0.8013136288998357; 0.8201680672268907; 0.7966386554621848
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66197183 0.66197183 0.57746479 0.68309859 0.66197183]; 0.614406779661017; 0.6186440677966102; 0.7681895093062606; 0.8654124457308249; 0.8422535211267606; 0.8690140845070423; 0.6026200873362445; 0.6330275229357798; 0.6157263598930868; 0.6456692913385828; 0.656; 0.6162882882882883; 0.766609880749574; 0.7640067911714771; 0.768175402331101
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; 6; svd_reconstruct; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72222222 0.63888889 0.70833333 0.65972222 0.65492958]; 0.5230125523012552; 0.5606694560669456; 0.6454849498327759; 0.6210720887245841; 0.467966573816156; 0.7144846796657381; 0.3294117647058824; 0.23931623931623933; 0.517199103264677; 0.39306358381502887; 0.2982456140350877; 0.5491228070175439; 0.5203619909502262; 0.3898305084745763; 0.6421099737092354
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.61111111 0.63194444 0.59722222 0.58333333 0.57638889]; 0.6583333333333333; 0.6208333333333333; 0.6683333333333333; 0.5472837022132796; 0.37777777777777777; 0.6875; 0.6272727272727273; 0.5702479338842975; 0.6590735467740816; 0.6160337552742615; 0.6636363636363637; 0.6241258741258741; 0.5828092243186582; 0.4703891708967851; 0.6654080501446159
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.65277778 0.61111111 0.64084507 0.63380282 0.66901408]; 0.5840336134453782; 0.6218487394957983; 0.7689075630252101; 0.8647798742138365; 0.7703081232492998; 0.8795518207282913; 0.6055776892430279; 0.5588235294117647; 0.5882352941176471; 0.5871559633027523; 0.5663716814159292; 0.6191858407079645; 0.751131221719457; 0.6848184818481848; 0.7704914327049144
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.65104167 0.61578947 0.73157895 0.62105263]; 0.6069182389937107; 0.5849056603773585; 0.7069182389937106; 0.7231788079470198; 0.5723270440251572; 0.7809224318658281; 0.5519713261648745; 0.48125; 0.6077136075949366; 0.5714285714285714; 0.5432098765432098; 0.585707502374169; 0.6527570789865872; 0.5481852315394243; 0.7077209343537829
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.63684211 0.67368421 0.65789474 0.69473684 0.65789474]; 0.6012658227848101; 0.5917721518987342; 0.702275600505689; 0.7112299465240641; 0.56; 0.7726315789473684; 0.5467625899280576; 0.4550898203592814; 0.6100952457501105; 0.5409252669039145; 0.4720496894409938; 0.5940893608495291; 0.6396327467482785; 0.5205479452054794; 0.7050749995603778
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.65625    0.72916667 0.68421053 0.67368421 0.68947368]; 0.5440251572327044; 0.5974842767295597; 0.7572327044025158; 0.8714448236632538; 0.8029350104821803; 0.8815513626834381; 0.5245901639344261; 0.4968944099378882; 0.5446255489179886; 0.5460992907801417; 0.5099337748344371; 0.5932902407106319; 0.7366984993178718; 0.6844106463878327; 0.7566872208218814
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.59895833 0.65789474 0.66842105 0.63157895]; 0.5628930817610063; 0.5849056603773585; 0.6352201257861635; 0.6937561942517344; 0.7337526205450734; 0.6761006289308177; 0.5501618122977346; 0.5592105263157895; 0.5627377932783766; 0.6024096385542168; 0.6211180124223602; 0.5844443565296514; 0.6484848484848486; 0.6772151898734177; 0.6354825949367089
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; 8; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.66666667 0.69473684 0.60526316 0.66842105 0.57368421]; 0.555205047318612; 0.5930599369085173; 0.7402269861286255; 0.8469827586206896; 0.8256302521008403; 0.8508403361344538; 0.43373493975903615; 0.33540372670807456; 0.5587275043796783; 0.4777327935222672; 0.37341772151898733; 0.5923692381179843; 0.7106741573033708; 0.6364779874213836; 0.7404893097663175
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.66145833 0.61979167 0.6875     0.68947368 0.63684211]; 0.6415094339622641; 0.6226415094339622; 0.7669597989949749; 0.8553326293558605; 0.8472803347280334; 0.856694560669456; 0.6524390243902438; 0.656441717791411; 0.6411240847021571; 0.6226415094339622; 0.6513157894736842; 0.6238506658211793; 0.7671060891399875; 0.7704918032786885; 0.7669730605880302
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.625      0.6        0.58947368 0.61578947 0.61052632]; 0.5646687697160884; 0.6214511041009464; 0.6708701134930644; 0.6206896551724138; 0.453781512605042; 0.7226890756302521; 0.4888888888888888; 0.39285714285714285; 0.5756232023010547; 0.4871794871794871; 0.375; 0.6117424242424243; 0.565; 0.4258793969849246; 0.6718004579861332
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.61458333 0.65263158 0.65789474 0.61578947 0.61578947]; 0.5709779179810726; 0.6025236593059937; 0.6904161412358134; 0.6942590120160212; 0.5462184873949579; 0.7594537815126049; 0.5036496350364964; 0.42857142857142855; 0.5732600732600733; 0.5594405594405594; 0.49079754601226994; 0.6057883833957453; 0.6249045072574484; 0.51125; 0.6920117684478371
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.703125   0.6875     0.68229167 0.671875   0.64736842]; 0.5830721003134797; 0.6175548589341693; 0.7637844611528822; 0.8564705882352941; 0.7599164926931107; 0.872651356993737; 0.5932721712538227; 0.5987654320987654; 0.5828222064952426; 0.5933333333333334; 0.5973154362416108; 0.6163047769443347; 0.7447528774542992; 0.6962025316455697; 0.7631136727706758
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64583333 0.65       0.64705882 0.60084034 0.56722689]; 0.6190476190476191; 0.5602240896358543; 0.6446540880503144; 0.5629965947786606; 0.4154103852596315; 0.6775544388609714; 0.4925373134328358; 0.38823529411764707; 0.6085561497326203; 0.4290909090909091; 0.3155080213903743; 0.5724598930481282; 0.523876404494382; 0.3909853249475891; 0.6446540880503144
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62184874 0.57983193 0.62184874 0.65546218 0.62184874]; 0.6323119777158774; 0.6100278551532033; 0.7216981132075472; 0.7304890738813736; 0.5899159663865546; 0.7823529411764706; 0.5796178343949044; 0.5; 0.634180790960452; 0.5104895104895105; 0.4124293785310734; 0.6073135903644379; 0.6598334401024984; 0.539832285115304; 0.7216981132075472
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.64166667 0.6375     0.65416667 0.6092437  0.67647059]; 0.5955056179775281; 0.5365168539325843; 0.760482180293501; 0.867383512544803; 0.8093645484949833; 0.8762541806020067; 0.5688622754491017; 0.5428571428571428; 0.5946329913180741; 0.4827586206896552; 0.425414364640884; 0.5384214680347278; 0.7416619559072922; 0.6876310272536688; 0.7604821802935011
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; 10; svd_reconstruct; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.625      0.65       0.70416667 0.62083333 0.65833333]; 0.6299435028248588; 0.6073446327683616; 0.6483228511530398; 0.6884226884226885; 0.7383333333333333; 0.6658333333333333; 0.5944272445820433; 0.5517241379310345; 0.628639846743295; 0.5642633228840125; 0.5; 0.6091954022988506; 0.6521513737687922; 0.6593291404612159; 0.6483228511530399
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; 10; svd_reconstruct; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.57916667 0.65416667 0.6375     0.64583333 0.62916667]; 0.6638418079096046; 0.635593220338983; 0.7961215932914046; 0.8806096528365792; 0.8666666666666667; 0.8825; 0.6987341772151898; 0.7301587301587301; 0.6590187590187591; 0.6303724928366762; 0.6666666666666666; 0.6375661375661376; 0.7979220779220779; 0.8050314465408805; 0.7961215932914046
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.65546218 0.68907563 0.61764706 0.60084034 0.65546218]; 0.5626740947075209; 0.6155988857938719; 0.7835429769392034; 0.9013377926421404; 0.9058823529411765; 0.9008403361344537; 0.5722070844686649; 0.5833333333333334; 0.5626163873370578; 0.6057142857142856; 0.5921787709497207; 0.6155338299193047; 0.7841087297438578; 0.7861635220125787; 0.7835429769392034
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; 10; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.63333333 0.64285714 0.62605042 0.54621849 0.63445378]; 0.5754189944134078; 0.5977653631284916; 0.6388888888888888; 0.5579302587176603; 0.4161073825503356; 0.6703020134228188; 0.48299319727891155; 0.37967914438502676; 0.5845764142977765; 0.4586466165413534; 0.3567251461988304; 0.5874534821903242; 0.5244996549344376; 0.39832285115303984; 0.638888888888889
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.60084034 0.65546218 0.57983193 0.60084034 0.66101695]; 0.6222222222222222; 0.5916666666666667; 0.6981132075471698; 0.698249227600412; 0.5707070707070707; 0.7533670033670034; 0.5466666666666667; 0.4685714285714286; 0.6180694980694981; 0.4982935153583617; 0.3945945945945946; 0.5972972972972973; 0.6317135549872124; 0.5178197064989518; 0.6981132075471698
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70833333 0.68333333 0.7125     0.68333333 0.6302521 ]; 0.5295774647887324; 0.5577464788732395; 0.7473794549266247; 0.8526119402985074; 0.7629382303839732; 0.8681135225375627; 0.5399449035812672; 0.5444444444444444; 0.5293650793650793; 0.5552407932011332; 0.56; 0.5577777777777778; 0.7304250559284116; 0.6844863731656184; 0.7473794549266247
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; 12; svd_reconstruct; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.63541667 0.57638889 0.625      0.61111111 0.60763889]; 0.6495726495726496; 0.6239316239316239; 0.7431865828092243; 0.7183098591549295; 0.5666666666666667; 0.7777777777777778; 0.5773195876288659; 0.47058823529411764; 0.652685421994885; 0.5416666666666666; 0.45217391304347826; 0.6210449397150165; 0.6780551905387648; 0.5408805031446541; 0.7431865828092243
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64685315 0.60839161 0.65034965 0.63636364 0.63380282]; 0.5791666666666667; 0.65; 0.7416142557651991; 0.7288732394366199; 0.5798319327731093; 0.7843137254901962; 0.534562211981567; 0.4566929133858268; 0.5867535363389311; 0.5841584158415842; 0.5221238938053098; 0.6429517106821825; 0.6829581993569133; 0.5566037735849056; 0.7416142557651991
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.66783217 0.64335664 0.67832168 0.65140845]; 0.5458333333333333; 0.5583333333333333; 0.7887840670859538; 0.8558282208588958; 0.7815126050420168; 0.8683473389355741; 0.5321888412017167; 0.5; 0.5474137931034483; 0.5508474576271186; 0.5603448275862069; 0.5583982202447163; 0.7727016356457982; 0.7180293501048218; 0.7887840670859538
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.6013986  0.63636364 0.65034965 0.65140845]; 0.5708333333333333; 0.5875; 0.659853249475891; 0.6781857451403888; 0.6596638655462185; 0.6869747899159664; 0.5896414342629483; 0.6379310344827587; 0.5729977753058955; 0.5892116182572613; 0.5725806451612904; 0.5880144605116797; 0.6549707602339182; 0.6457023060796646; 0.6598532494758911
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; 12; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.65277778 0.61538462 0.64685315 0.64685315 0.5979021 ]; 0.6554621848739496; 0.6134453781512605; 0.8181341719077568; 0.8772178850248403; 0.8631284916201117; 0.8791899441340781; 0.682170542635659; 0.7096774193548387; 0.6530843237125071; 0.6260162601626017; 0.6754385964912281; 0.615945104697227; 0.8186095138525876; 0.8207547169811321; 0.8181341719077568
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62847222 0.61538462 0.61188811 0.58391608 0.63286713]; 0.6092436974789915; 0.6302521008403361; 0.8197064989517819; 0.8854532677442024; 0.8798882681564246; 0.886173184357542; 0.6204081632653062; 0.5757575757575758; 0.6133504859919954; 0.5809523809523809; 0.5754716981132075; 0.6248570611778159; 0.8168264110756124; 0.8039832285115304; 0.8197064989517819
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.61111111 0.6048951  0.64335664 0.61188811 0.6013986 ]; 0.5714285714285714; 0.592436974789916; 0.64937106918239; 0.578853046594982; 0.4511173184357542; 0.6717877094972067; 0.43333333333333335; 0.325; 0.5735169491525424; 0.41916167664670656; 0.2966101694915254; 0.5899717514124294; 0.5427204374572796; 0.4161425576519916; 0.6493710691823898
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.61458333 0.65384615 0.67832168 0.68181818 0.61538462]; 0.5798319327731093; 0.5966386554621849; 0.7033542976939203; 0.6848381601362862; 0.5614525139664804; 0.7416201117318436; 0.5495495495495496; 0.5213675213675214; 0.5788655788655789; 0.5752212389380531; 0.5371900826446281; 0.597654870382143; 0.6510480887792849; 0.5534591194968553; 0.7033542976939202
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.63636364 0.67482517 0.67832168 0.67605634]; 0.5375; 0.5916666666666667; 0.7945492662473794; 0.8610478359908883; 0.7941176470588235; 0.8718487394957982; 0.5276595744680852; 0.5081967213114754; 0.5379966657404835; 0.5775862068965517; 0.5677966101694916; 0.5912753542650737; 0.7802690582959642; 0.7295597484276729; 0.7945492662473793
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.52083333 0.55208333 0.64583333 0.55208333]; 0.5; 0.55; 0.58; 0.667870036101083; 0.7708333333333334; 0.6166666666666667; 0.5959595959595959; 0.7662337662337663; 0.5096229072132687; 0.6571428571428571; 0.8023255813953488; 0.5295411690760528; 0.6507276507276508; 0.7766749379652605; 0.5785137914007663
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.8125     0.80208333 0.72916667 0.72916667]; 0.4875; 0.5125; 0.79625; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.5232558139534885; 0.569620253164557; 0.48851383028598216; 0.5185185185185185; 0.5675675675675675; 0.5163419233186675; 0.7995079950799509; 0.8269720101781171; 0.7967783883814418
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.66666667 0.6875     0.6875     0.71875    0.6875    ]; 0.45; 0.53125; 0.78875; 0.9875518672199171; 0.9916666666666667; 0.9874999999999999; 0.5164835164835164; 0.6025641025641025; 0.4537210756722952; 0.5856353591160222; 0.726027397260274; 0.5469217446071485; 0.8; 0.8644501278772379; 0.7904157729850738
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.80208333 0.77083333 0.76041667 0.66666667 0.78125   ]; 0.48125; 0.4875; 0.7875; 0.989517819706499; 0.9833333333333333; 0.9895833333333334; 0.44295302013422816; 0.4177215189873418; 0.4804656977652758; 0.44594594594594594; 0.4024390243902439; 0.48968105065666034; 0.780361757105943; 0.7531172069825436; 0.7875861724135775
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.84375    0.79166667 0.72916667 0.75      ]; 0.49375; 0.51875; 0.8025; 1.0; 1.0; 1.0; 0.5929648241206029; 0.7283950617283951; 0.49077980934521026; 0.6010362694300517; 0.7341772151898734; 0.5214095952492577; 0.8188073394495413; 0.8925; 0.8025
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.86458333 0.82291667 0.75       0.8125    ]; 0.55625; 0.525; 0.81625; 1.0; 1.0; 1.0; 0.5103448275862069; 0.5138888888888888; 0.5523989898989898; 0.5; 0.4578313253012048; 0.5276169613519011; 0.8108108108108109; 0.7974683544303798; 0.8160181278324738
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.73958333 0.78125    0.70833333 0.72916667]; 0.425; 0.5875; 0.68875; 0.7908045977011494; 0.7166666666666667; 0.8104166666666668; 0.352112676056338; 0.26595744680851063; 0.45873629916183106; 0.45901639344262296; 0.3835616438356164; 0.5710911667453944; 0.6437768240343348; 0.5528255528255528; 0.6911710461328782
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.77083333 0.79166667 0.8125     0.79166667]; 0.53125; 0.5125; 0.7925; 0.9729729729729729; 0.975; 0.9729166666666667; 0.4966442953020134; 0.44047619047619047; 0.5360275689223057; 0.417910447761194; 0.39436619718309857; 0.5005538851084032; 0.7827225130890052; 0.7569620253164557; 0.7920612595718082
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.79166667 0.73958333 0.72916667 0.76041667]; 0.4625; 0.56875; 0.80125; 0.9916317991631799; 0.9875; 0.9916666666666667; 0.532608695652174; 0.6712328767123288; 0.4792945992757046; 0.6270270270270271; 0.6666666666666666; 0.5593607305936072; 0.8122786304604487; 0.86; 0.8012499999999999
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.53472222 0.47222222 0.51388889 0.53472222 0.54861111]; 0.5375; 0.5041666666666667; 0.5833333333333334; 0.6778042959427207; 0.7888888888888889; 0.625; 0.587360594795539; 0.6694915254237288; 0.5396637954987497; 0.5672727272727274; 0.6554621848739496; 0.505417042850198; 0.638205499276411; 0.7386934673366834; 0.5841062693233997
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; 6; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.75       0.73611111 0.6971831  0.75352113 0.71830986]; 0.4957983193277311; 0.5336134453781513; 0.8058823529411765; 1.0; 1.0; 1.0; 0.5714285714285714; 0.7079646017699115; 0.5059823008849558; 0.613240418118467; 0.7652173913043478; 0.5411452810180275; 0.8196721311475409; 0.8974358974358975; 0.807395634668362
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.77777778 0.72222222 0.77464789 0.76056338 0.76760563]; 0.542016806722689; 0.5210084033613446; 0.8092436974789916; 0.9943820224719101; 0.9915966386554622; 0.9943977591036415; 0.5622489959839359; 0.603448275862069; 0.5435274166195591; 0.5615384615384615; 0.553030303030303; 0.5170811892510006; 0.814086814086814; 0.8214876033057851; 0.809034399943491
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.75694444 0.72916667 0.74305556 0.73943662 0.76056338]; 0.5252100840336135; 0.592436974789916; 0.8145973154362416; 0.9843971631205674; 0.9692737430167597; 0.9846368715083799; 0.5065502183406113; 0.47540983606557374; 0.5264980214810627; 0.5688888888888889; 0.5289256198347108; 0.5935226389771844; 0.809318377911993; 0.7803660565723793; 0.8148869199951574
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.81690141 0.83098592 0.81690141 0.78873239 0.84507042]; 0.5677966101694916; 0.5; 0.8121827411167513; 0.9971751412429378; 0.9943661971830986; 0.9971830985915493; 0.6482758620689655; 0.7833333333333333; 0.5640804597701149; 0.6066666666666666; 0.7711864406779662; 0.5; 0.8289676425269644; 0.9072512647554806; 0.8118599277936995
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.79166667 0.87323944 0.86619718 0.83098592 0.85915493]; 0.5189873417721519; 0.5232067510548524; 0.8043844856661045; 0.992927864214993; 0.9859550561797753; 0.9929775280898876; 0.564885496183206; 0.6324786324786325; 0.5204059829059828; 0.5767790262172284; 0.6416666666666667; 0.5216880341880341; 0.8122977346278317; 0.8465430016863407; 0.8043844856661045
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.79166667 0.74647887 0.72535211 0.79577465 0.71126761]; 0.569620253164557; 0.5021097046413502; 0.7023608768971332; 0.8209959623149394; 0.8567415730337079; 0.8132022471910113; 0.6458333333333334; 0.788135593220339; 0.5705383848454636; 0.6013513513513514; 0.7672413793103449; 0.5075876318039327; 0.7339864355689525; 0.8254237288135593; 0.7029803207826185
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; 6; ica_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.77777778 0.75352113 0.74647887 0.74647887 0.80985915]; 0.4810126582278481; 0.5147679324894515; 0.7790893760539629; 0.9662921348314607; 0.9662921348314607; 0.9662921348314608; 0.5176470588235293; 0.6111111111111112; 0.49160206718346255; 0.5381526104417671; 0.5982142857142857; 0.5191071428571428; 0.7845394736842106; 0.828125; 0.7804559426229508
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.78472222 0.77083333 0.77083333 0.78472222 0.75      ]; 0.5541666666666667; 0.49166666666666664; 0.7983333333333333; 0.9818688981868898; 0.9777777777777777; 0.9819444444444445; 0.5244444444444444; 0.4957983193277311; 0.5536842836308077; 0.5196850393700788; 0.5038167938931297; 0.490440507038308; 0.7976588628762541; 0.7819672131147541; 0.7986107252014449
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.57291667 0.53645833 0.57368421 0.53157895 0.52105263]; 0.5283018867924528; 0.5345911949685535; 0.5654088050314465; 0.6344186046511627; 0.7148846960167715; 0.5880503144654088; 0.5738636363636365; 0.6273291925465838; 0.5270403924516358; 0.5819209039548023; 0.6319018404907976; 0.5320799525034633; 0.6120157215047727; 0.6803995006242197; 0.5645343510725662
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.75       0.78947368 0.75263158 0.72105263]; 0.5345911949685535; 0.5; 0.8069182389937107; 1.0; 1.0; 1.0; 0.6336633663366337; 0.7950310559006211; 0.5312734897337501; 0.5994962216624684; 0.7484276729559748; 0.5; 0.8250712250712251; 0.9084065244667503; 0.8066622786268178
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.71052632 0.72631579 0.76315789 0.68947368]; 0.4810126582278481; 0.4778481012658228; 0.7850821744627055; 0.9883843717001055; 0.9852631578947368; 0.9884210526315789; 0.5260115606936416; 0.5909090909090909; 0.4837261503928171; 0.5244956772334294; 0.558282208588957; 0.47521953566702757; 0.7926829268292682; 0.8207070707070707; 0.7850370796573328
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.78421053 0.86315789 0.81578947 0.8        0.80319149]; 0.48417721518987344; 0.509493670886076; 0.7987341772151899; 1.0; 1.0; 1.0; 0.48580441640378547; 0.5460992907801419; 0.49019250253292806; 0.5584045584045585; 0.6086956521739131; 0.5075736325385695; 0.8032178217821783; 0.836340206185567; 0.7993890085654204
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77604167 0.80208333 0.84375    0.76315789 0.78421053]; 0.5188679245283019; 0.5314465408805031; 0.8103015075376885; 1.0; 1.0; 1.0; 0.5292307692307693; 0.5341614906832298; 0.518673102029513; 0.5329153605015674; 0.5483870967741935; 0.5318622600435384; 0.81125; 0.8173803526448362; 0.8103192490041223
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.78125    0.82291667 0.828125   0.796875   0.71875   ]; 0.515625; 0.51875; 0.806875; 1.0; 1.0; 1.0; 0.5345345345345345; 0.5297619047619048; 0.5148809523809523; 0.5; 0.4723926380368098; 0.5196358094642648; 0.8069956277326671; 0.7965474722564735; 0.8070189832765258
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.6875     0.72105263 0.77894737 0.73157895 0.71052632]; 0.5457413249211357; 0.5047318611987381; 0.6973518284993695; 0.8073196986006459; 0.7878151260504201; 0.8119747899159664; 0.5555555555555556; 0.5960264900662252; 0.5480132450331126; 0.5341246290801187; 0.5487804878048781; 0.5031484138370796; 0.6981132075471699; 0.7016434892541087; 0.6973626251301991
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.765625   0.68229167 0.79473684 0.78421053 0.68421053]; 0.5220125786163522; 0.5817610062893082; 0.8113207547169812; 0.9840595111583421; 0.9706498951781971; 0.9842767295597485; 0.49333333333333335; 0.4713375796178344; 0.5213830755232028; 0.5856697819314642; 0.5911949685534591; 0.5817610062893082; 0.8079385403329065; 0.7957124842370744; 0.8112815871624519
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.78125    0.80208333 0.77894737 0.77894737 0.79473684]; 0.5566037735849056; 0.5283018867924528; 0.8056603773584906; 0.9811320754716981; 0.9811320754716981; 0.9811320754716981; 0.5913043478260869; 0.6496815286624203; 0.5577600189895953; 0.5588235294117647; 0.6209150326797386; 0.5316696375519905; 0.8114704087858449; 0.8449809402795425; 0.8060521139753877
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; 10; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.54621849 0.57563025 0.59663866 0.62184874 0.59663866]; 0.5348189415041783; 0.5431754874651811; 0.5828092243186582; 0.664259927797834; 0.773109243697479; 0.6092436974789915; 0.6297117516629712; 0.8208092485549133; 0.5448132264279943; 0.6525423728813559; 0.8279569892473119; 0.5324756044502456; 0.6551126516464472; 0.7924528301886793; 0.5828092243186582
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.74166667 0.74583333 0.7605042  0.74369748 0.74369748]; 0.5574229691876751; 0.5042016806722689; 0.8233752620545073; 0.9983221476510068; 0.9966499162479062; 0.998324958123953; 0.6089108910891089; 0.6988636363636364; 0.5593765695630336; 0.5629629629629629; 0.6298342541436464; 0.5024171270718232; 0.8315842078960519; 0.8721174004192872; 0.8233752620545074
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.71666667 0.72689076 0.7605042  0.69327731 0.76470588]; 0.4664804469273743; 0.48044692737430167; 0.7971698113207547; 0.9916107382550335; 0.9916107382550335; 0.9916107382550337; 0.5688487584650113; 0.72; 0.47202185792349727; 0.5938864628820961; 0.7431693989071039; 0.4744418423106948; 0.8150979455327282; 0.8941299790356394; 0.7971698113207547
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.79166667 0.80416667 0.80252101 0.76890756 0.79831933]; 0.5546218487394958; 0.5154061624649859; 0.8259958071278826; 1.0; 1.0; 1.0; 0.6276346604215457; 0.7444444444444445; 0.5530131826741996; 0.6129753914988815; 0.7740112994350282; 0.5175612052730696; 0.839458413926499; 0.909853249475891; 0.8259958071278827
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.81932773 0.79411765 0.78571429 0.78991597 0.83193277]; 0.48467966573816157; 0.5431754874651811; 0.8170859538784067; 1.0; 1.0; 1.0; 0.49035812672176315; 0.52046783625731; 0.48629774791588903; 0.594059405940594; 0.6382978723404256; 0.5384471817842479; 0.8216658150229945; 0.8427672955974843; 0.8170859538784068
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.79411765 0.75630252 0.79411765 0.81932773 0.79237288]; 0.5305555555555556; 0.49722222222222223; 0.8134171907756813; 0.9949238578680203; 0.98989898989899; 0.994949494949495; 0.5395095367847412; 0.5561797752808989; 0.5308371403877021; 0.5013774104683195; 0.5; 0.4971910112359551; 0.813807531380753; 0.8155136268343816; 0.8134171907756813
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.74789916 0.72689076 0.71428571 0.68067227 0.70762712]; 0.525; 0.5777777777777777; 0.6850104821802935; 0.783151326053042; 0.8451178451178452; 0.765993265993266; 0.5670886075949367; 0.6187845303867403; 0.5244760640760517; 0.6020942408376964; 0.6424581005586593; 0.5781351276273959; 0.7081107333657115; 0.7641509433962265; 0.6850104821802935
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.78151261 0.73529412 0.75630252 0.72689076 0.7605042 ]; 0.5097493036211699; 0.5738161559888579; 0.8186582809224319; 0.9856540084388186; 0.9815126050420168; 0.9857142857142858; 0.5555555555555555; 0.6043956043956044; 0.5084124914633389; 0.6222222222222223; 0.711864406779661; 0.5757124231700502; 0.8257804632426988; 0.859538784067086; 0.818658280922432
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.72916667 0.67647059 0.75630252 0.75210084 0.7605042 ]; 0.45251396648044695; 0.4972067039106145; 0.789308176100629; 0.9781144781144782; 0.9748322147651006; 0.978187919463087; 0.5124378109452736; 0.553763440860215; 0.44839334833708433; 0.5238095238095238; 0.5755813953488372; 0.5001562890722681; 0.7957317073170732; 0.8207547169811321; 0.7893081761006289
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.58041958 0.55944056 0.55594406 0.54895105 0.56690141]; 0.475; 0.5333333333333333; 0.5613207547169812; 0.6286422814631122; 0.7100840336134454; 0.580532212885154; 0.5909090909090909; 0.7913043478260869; 0.4876521739130435; 0.65; 0.832; 0.5203478260869565; 0.6265060240963854; 0.7358490566037735; 0.5613207547169812
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; 12; ica_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.72569444 0.75347222 0.67013889 0.74475524 0.68181818]; 0.5338983050847458; 0.4872881355932203; 0.8789308176100629; 1.0; 1.0; 1.0; 0.6206896551724138; 0.7627118644067796; 0.5338983050847457; 0.6006600660066007; 0.7711864406779662; 0.4872881355932204; 0.8861508132084771; 0.9423480083857443; 0.8789308176100629
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74825175 0.75524476 0.76223776 0.77972028 0.76056338]; 0.475; 0.525; 0.8663522012578616; 0.9894736842105263; 0.9873949579831933; 0.9894957983193278; 0.5333333333333333; 0.5714285714285714; 0.4699248120300752; 0.5403225806451614; 0.5877192982456141; 0.5279866332497911; 0.8687596500257334; 0.8846960167714885; 0.8663522012578617
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; 12; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.80769231 0.80769231 0.8041958  0.77622378 0.77622378]; 0.502092050209205; 0.5104602510460251; 0.8763102725366876; 1.0; 1.0; 1.0; 0.5993265993265993; 0.7295081967213115; 0.4972327308392882; 0.6006825938566552; 0.7521367521367521; 0.5154126383634581; 0.8831683168316832; 0.9350104821802935; 0.8763102725366877
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.84965035 0.7972028  0.8006993  0.84265734 0.77464789]; 0.4875; 0.5958333333333333; 0.8836477987421384; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.49795918367346936; 0.48031496062992124; 0.4879450909344296; 0.5975103734439834; 0.6371681415929203; 0.5981116298515783; 0.8838912133891212; 0.8857442348008385; 0.8836477987421384
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.83566434 0.82517483 0.81818182 0.83566434 0.85211268]; 0.4875; 0.5333333333333333; 0.8742138364779874; 0.9964862965565706; 0.9929971988795518; 0.9964985994397759; 0.5527272727272727; 0.6551724137931034; 0.49290878754171297; 0.5971223021582733; 0.6693548387096774; 0.5286429365962181; 0.8785425101214575; 0.909853249475891; 0.8742138364779874
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.75874126 0.76223776 0.74125874 0.79370629 0.76408451]; 0.5583333333333333; 0.49583333333333335; 0.7531446540880503; 0.8298465829846583; 0.8333333333333334; 0.8291316526610644; 0.5225225225225225; 0.48739495798319327; 0.5577470657684562; 0.4851063829787234; 0.47107438016528924; 0.49604139176331685; 0.750925436277102; 0.7442348008385744; 0.7531446540880503
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73611111 0.77083333 0.74825175 0.72727273 0.77272727]; 0.5147679324894515; 0.4978902953586498; 0.8668763102725366; 0.9859747545582047; 0.9804741980474198; 0.9860529986052998; 0.6101694915254238; 0.7377049180327869; 0.5079828937990021; 0.5938566552901025; 0.7565217391304347; 0.5053100498930863; 0.8738828202581926; 0.9224318658280922; 0.8668763102725369
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71328671 0.73776224 0.76223776 0.77622378 0.79929577]; 0.5083333333333333; 0.5; 0.8584905660377359; 0.9775596072931276; 0.9761904761904762; 0.9775910364145658; 0.562962962962963; 0.608; 0.504; 0.562043795620438; 0.6695652173913044; 0.5067826086956522; 0.8629441624365483; 0.8909853249475891; 0.8584905660377358
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.625      0.71875    0.64893617 0.64893617 0.68085106]; 0.689873417721519; 0.6582278481012658; 0.6772151898734177; 0.6346153846153846; 0.5569620253164557; 0.6793248945147679; 0.6754966887417218; 0.6375; 0.6905448717948719; 0.5970149253731343; 0.5128205128205128; 0.6564102564102565; 0.6362339514978602; 0.5645569620253165; 0.6772151898734177
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.91666667 0.84375    0.90625    0.82291667]; 0.5625; 0.6; 0.82375; 0.9854469854469855; 0.9875; 0.9854166666666666; 0.5569620253164557; 0.55; 0.5625; 0.6404494382022472; 0.6627906976744186; 0.5949088623507227; 0.8274173806609546; 0.8325123152709359; 0.8236165637268386
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.9375     0.92708333 0.9375     0.92553191 0.92553191]; 0.4936708860759494; 0.4936708860759494; 0.7967171717171717; 0.9978947368421053; 0.9957983193277311; 0.9978991596638656; 0.5698924731182796; 0.6794871794871795; 0.49599358974358976; 0.5348837209302327; 0.696969696969697; 0.5223978919631094; 0.8067226890756303; 0.8795811518324608; 0.799546673477206
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; 4; ica_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.8125     0.85106383 0.84042553 0.88297872 0.87234043]; 0.5923566878980892; 0.5796178343949044; 0.8295165394402035; 0.9915966386554621; 1.0; 0.9915254237288136; 0.5897435897435898; 0.6571428571428571; 0.5986863711001642; 0.6024096385542169; 0.5617977528089888; 0.5823694646397886; 0.8320802005012532; 0.8405063291139241; 0.8294603256822817
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; 4; ica_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.86458333 0.875      0.91666667 0.92708333 0.84042553]; 0.6289308176100629; 0.5786163522012578; 0.8417085427135679; 1.0; 1.0; 1.0; 0.7005076142131978; 0.7840909090909091; 0.6103553137003841; 0.641711229946524; 0.75; 0.5775316455696202; 0.8538283062645012; 0.9041769041769042; 0.8402632592863956
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.82291667 0.76041667 0.78125    0.85416667]; 0.54375; 0.6; 0.82625; 0.995850622406639; 1.0; 0.9958333333333333; 0.6256410256410257; 0.7349397590361446; 0.5363010483492412; 0.6559139784946237; 0.7011494252873564; 0.5903007400409385; 0.8389339513325609; 0.8829268292682927; 0.8247967479674796
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.96875    0.95833333 0.95833333 0.95833333]; 0.49375; 0.525; 0.80375; 1.0; 1.0; 1.0; 0.5371428571428571; 0.6103896103896104; 0.49796588953215465; 0.5824175824175825; 0.6708860759493671; 0.5268010626660415; 0.8124253285543608; 0.8585858585858586; 0.8042929292929293
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; 4; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.95833333 0.94791667 0.9375     0.91666667 0.9375    ]; 0.50625; 0.5; 0.80125; 1.0; 1.0; 1.0; 0.56353591160221; 0.6986301369863014; 0.521728861596599; 0.6153846153846153; 0.6597938144329897; 0.4568810342006218; 0.8170310701956272; 0.8658536585365854; 0.7995934959349594
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.97916667 0.97916667 0.94791667 0.96875    0.97916667]; 0.4875; 0.525; 0.8025; 1.0; 1.0; 1.0; 0.59; 0.7866666666666666; 0.5050980392156862; 0.6380952380952382; 0.7127659574468085; 0.485170857511283; 0.8224719101123595; 0.8948655256723717; 0.800373939306774
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; 6; ica_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.67361111 0.6875     0.66666667 0.625      0.71830986]; 0.6150627615062761; 0.6401673640167364; 0.6647157190635451; 0.6827880512091039; 0.6685236768802229; 0.6894150417827298; 0.6320000000000001; 0.6752136752136753; 0.6162953621970015; 0.638655462184874; 0.6785714285714286; 0.6424353205849269; 0.6633081444164568; 0.6717687074829932; 0.6648317221625493
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.9375     0.94444444 0.93055556 0.8943662  0.91549296]; 0.5378151260504201; 0.6260504201680672; 0.8263422818791947; 0.9888579387186631; 0.9916201117318436; 0.9888268156424581; 0.6014492753623188; 0.7094017094017094; 0.5406512679239952; 0.6941580756013745; 0.8211382113821138; 0.6192647578649699; 0.8389105058365758; 0.9013377926421404; 0.8260897717419456
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.9375     0.96527778 0.93661972 0.95774648 0.92253521]; 0.5672268907563025; 0.5504201680672269; 0.8218487394957983; 0.9972067039106145; 1.0; 0.9971988795518207; 0.6023166023166023; 0.6; 0.5638888888888889; 0.6137184115523466; 0.6854838709677419; 0.5444963214487832; 0.8306709265175718; 0.851063829787234; 0.821041414030059
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.85416667 0.92361111 0.85915493 0.8943662  0.86619718]; 0.47058823529411764; 0.5504201680672269; 0.8042016806722689; 1.0; 1.0; 1.0; 0.5531914893617021; 0.7155963302752294; 0.4895811108740489; 0.6514657980456027; 0.7692307692307693; 0.5281339031339032; 0.8211818879508825; 0.8976510067114094; 0.8040443585745599
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.88194444 0.88194444 0.80985915 0.8943662  0.78169014]; 0.5042016806722689; 0.5168067226890757; 0.795798319327731; 0.9861495844875346; 0.9971988795518207; 0.9859943977591036; 0.5874125874125874; 0.6829268292682927; 0.4979851537645812; 0.5692883895131086; 0.6386554621848739; 0.5168067226890756; 0.8094117647058824; 0.8614357262103506; 0.7953540729190501
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.84722222 0.86805556 0.88194444 0.84027778 0.86805556]; 0.525; 0.55; 0.8141666666666667; 0.9986130374479889; 1.0; 0.9986111111111111; 0.5210084033613446; 0.49206349206349204; 0.5267335004177109; 0.5304347826086956; 0.5083333333333333; 0.5499999999999999; 0.8124474348191759; 0.7970297029702971; 0.8143397673100644
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.93055556 0.92361111 0.97183099 0.8943662  0.93661972]; 0.5294117647058824; 0.5546218487394958; 0.8168067226890756; 1.0; 1.0; 1.0; 0.540983606557377; 0.584070796460177; 0.5320353982300885; 0.5954198473282444; 0.6554621848739496; 0.5546218487394958; 0.8213114754098361; 0.8505942275042445; 0.8171440355491272
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.98611111 0.96527778 0.97222222 0.95774648 0.91549296]; 0.5168067226890757; 0.5798319327731093; 0.8187919463087249; 0.9986013986013986; 0.9972067039106145; 0.9986033519553073; 0.5936395759717314; 0.7241379310344828; 0.5219050310910118; 0.6527777777777778; 0.7580645161290323; 0.572014714204867; 0.8320373250388802; 0.8946488294314381; 0.8185365359278403
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.95833333 0.95833333 0.95833333 0.97916667 0.96527778]; 0.5375; 0.5541666666666667; 0.8183333333333334; 1.0; 1.0; 1.0; 0.5934065934065934; 0.7570093457943925; 0.5589558007167451; 0.6421404682274247; 0.7559055118110236; 0.5416695700648038; 0.8312693498452013; 0.9040404040404041; 0.8191819181918192
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.68421053 0.71052632 0.62631579 0.71052632 0.66489362]; 0.5981012658227848; 0.6518987341772152; 0.6727848101265823; 0.6982758620689655; 0.6835443037974683; 0.7046413502109705; 0.5889967637540453; 0.5449101796407185; 0.6013141502230437; 0.5634920634920635; 0.4930555555555556; 0.6389696382428942; 0.6527871054398925; 0.619108280254777; 0.6724472218883948
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; 8; ica_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.87894737 0.89473684 0.91578947 0.85263158 0.89893617]; 0.6170886075949367; 0.6234177215189873; 0.8468354430379746; 0.9978902953586498; 0.9978902953586498; 0.9978902953586499; 0.6720867208672087; 0.6927374301675978; 0.6054928026750397; 0.6404833836858006; 0.7114093959731543; 0.6281597878069364; 0.8531553398058254; 0.8765586034912718; 0.8463769881209573
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.9375     0.9375     0.92631579 0.92631579 0.94736842]; 0.5566037735849056; 0.5849056603773585; 0.8270440251572327; 0.997907949790795; 1.0; 0.9979035639412999; 0.5607476635514018; 0.6164383561643836; 0.5611261548263778; 0.5900621118012422; 0.625; 0.5865963855421686; 0.8280175109443403; 0.8541935483870968; 0.8277102711260638
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; 8; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.84895833 0.90104167 0.890625   0.87894737 0.84210526]; 0.5283018867924528; 0.5754716981132075; 0.8190954773869347; 0.9968717413972888; 1.0; 0.9968619246861924; 0.47183098591549294; 0.38285714285714284; 0.5445754245754245; 0.5018450184501845; 0.46258503401360546; 0.5675498269483232; 0.8097754293262879; 0.76625; 0.8193623737373738
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.87894737 0.87368421 0.85263158 0.87894737 0.83157895]; 0.5348101265822784; 0.5411392405063291; 0.8154235145385588; 1.0; 1.0; 1.0; 0.5531914893617021; 0.5481927710843374; 0.5340963855421688; 0.5592705167173253; 0.6013071895424836; 0.5429848831148001; 0.818407960199005; 0.8287153652392947; 0.8153729110460433
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.91145833 0.84895833 0.8125     0.90526316 0.87368421]; 0.5691823899371069; 0.5314465408805031; 0.8203517587939698; 1.0; 1.0; 1.0; 0.5958702064896756; 0.6273291925465838; 0.5684416663369862; 0.56047197640118; 0.6168831168831169; 0.5340513145391195; 0.824969400244798; 0.849936948297604; 0.820462842108752
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.91145833 0.92708333 0.95263158 0.95263158 0.93684211]; 0.5440251572327044; 0.5220125786163522; 0.8132075471698114; 1.0; 1.0; 1.0; 0.5425867507886435; 0.5477707006369427; 0.544071685722198; 0.5337423312883436; 0.5178571428571429; 0.5222619047619047; 0.8140262993112085; 0.8104738154613467; 0.8132318315885414
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; 8; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.96354167 0.96354167 0.94736842 0.93684211 0.91578947]; 0.559748427672956; 0.550314465408805; 0.8220125786163522; 1.0; 1.0; 1.0; 0.6296296296296297; 0.7484276729559748; 0.559748427672956; 0.6038781163434904; 0.6646341463414634; 0.546602787456446; 0.832841110454814; 0.88125; 0.8216376582278482
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.91666667 0.94791667 0.95789474 0.94210526 0.94210526]; 0.4559748427672956; 0.5314465408805031; 0.7962264150943397; 0.9979035639412998; 0.9979035639412998; 0.9979035639412998; 0.5071225071225071; 0.5705128205128205; 0.45809591642924974; 0.5779036827195467; 0.6415094339622641; 0.5314465408805031; 0.804583835946924; 0.8421717171717171; 0.7963991417938786
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.66806723 0.66806723 0.62184874 0.65254237]; 0.55; 0.625; 0.639937106918239; 0.6505376344086022; 0.6111111111111112; 0.6717171717171717; 0.5263157894736842; 0.4918032786885246; 0.5509863851069741; 0.6086956521739131; 0.5932203389830508; 0.6244790219505418; 0.6189683860232945; 0.5849056603773585; 0.639937106918239
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; 10; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.84583333 0.90416667 0.85833333 0.89495798 0.83193277]; 0.6235955056179775; 0.6235955056179775; 0.8558700209643606; 0.9941812136325853; 1.0; 0.9941471571906355; 0.6598984771573604; 0.7471264367816092; 0.6263104711380574; 0.665; 0.7307692307692307; 0.621131741821397; 0.8622934401602405; 0.9025157232704403; 0.8558700209643605
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.95416667 0.9125     0.92083333 0.92857143 0.94117647]; 0.5337078651685393; 0.5646067415730337; 0.8270440251572327; 0.9924686192468619; 0.9916387959866221; 0.9924749163879598; 0.49079754601226994; 0.45977011494252873; 0.5320828596690665; 0.5507246376811593; 0.521978021978022; 0.5655867121384363; 0.8231511254019293; 0.8050314465408805; 0.8270440251572327
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.89166667 0.8875     0.87394958 0.85714286 0.87394958]; 0.5294117647058824; 0.5378151260504201; 0.8254716981132075; 1.0; 1.0; 1.0; 0.5227272727272727; 0.5054945054945055; 0.5298901098901099; 0.5325779036827195; 0.5371428571428571; 0.5378021978021977; 0.8246445497630333; 0.8207547169811321; 0.8254716981132075
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; 10; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8375     0.85833333 0.87815126 0.84453782 0.84453782]; 0.5322128851540616; 0.5406162464985994; 0.8265199161425576; 1.0; 1.0; 1.0; 0.557029177718833; 0.5833333333333334; 0.5317796610169492; 0.5543478260869565; 0.576271186440678; 0.5409133709981168; 0.8292934502320785; 0.8427672955974843; 0.8265199161425576
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.85       0.85294118 0.82773109 0.83613445 0.83193277]; 0.5083798882681564; 0.553072625698324; 0.8238993710691824; 1.0; 1.0; 1.0; 0.5643564356435643; 0.6514285714285715; 0.5115066354410617; 0.627906976744186; 0.7377049180327869; 0.5488524590163935; 0.8341559723593287; 0.8857442348008385; 0.8238993710691824
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92857143 0.95378151 0.93697479 0.92436975 0.90756303]; 0.5933147632311978; 0.5626740947075209; 0.8406708595387841; 0.9991603694374475; 1.0; 0.9991596638655462; 0.5680473372781065; 0.5274725274725275; 0.5942447383125349; 0.49840255591054317; 0.4406779661016949; 0.5609983237101881; 0.8349619978284474; 0.8060796645702306; 0.8406708595387841
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; 10; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.96638655 0.92857143 0.94117647 0.94537815 0.97457627]; 0.5138888888888888; 0.5944444444444444; 0.8296645702306079; 0.9966273187183812; 0.9949494949494949; 0.9966329966329965; 0.56575682382134; 0.6229508196721312; 0.512040381587478; 0.6256410256410257; 0.6892655367231638; 0.5959988885801611; 0.8357756442647802; 0.8668763102725366; 0.8296645702306079
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.93277311 0.95378151 0.96218487 0.96638655 0.94067797]; 0.5944444444444444; 0.5722222222222222; 0.8427672955974843; 1.0; 1.0; 1.0; 0.669683257918552; 0.8043478260869565; 0.5896739130434783; 0.65; 0.8125; 0.5774456521739131; 0.855072463768116; 0.9276729559748428; 0.8427672955974841
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.67482517 0.64335664 0.65384615 0.67957746]; 0.6041666666666666; 0.6; 0.6462264150943396; 0.6477438136826782; 0.623249299719888; 0.6610644257703081; 0.5226130653266332; 0.43333333333333335; 0.6041666666666666; 0.5428571428571427; 0.475; 0.6; 0.6214245653393158; 0.5807127882599581; 0.6462264150943396
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; 12; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.90972222 0.85416667 0.88194444 0.87847222 0.86713287]; 0.5617021276595745; 0.5659574468085107; 0.8852201257861635; 0.9903314917127072; 0.9972183588317107; 0.9902642559109875; 0.6254545454545454; 0.7678571428571429; 0.5709204413472706; 0.6458333333333333; 0.7560975609756098; 0.5566202090592335; 0.8910989557434112; 0.939203354297694; 0.8852201257861635
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93706294 0.93706294 0.93356643 0.91958042 0.92957746]; 0.6291666666666667; 0.6; 0.899895178197065; 0.9958041958041959; 0.9971988795518207; 0.9957983193277311; 0.7062706270627063; 0.8294573643410853; 0.6129268803687409; 0.6521739130434782; 0.8108108108108109; 0.6147077309868008; 0.904927824788452; 0.9528301886792453; 0.899895178197065
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86013986 0.83566434 0.8041958  0.84965035 0.83802817]; 0.6208333333333333; 0.5666666666666667; 0.8951781970649895; 0.9964961457603363; 0.9957983193277311; 0.9964985994397759; 0.6403162055335969; 0.680672268907563; 0.6213278699909717; 0.5737704918032785; 0.5785123966942148; 0.5665671227168554; 0.896049896049896; 0.9035639412997903; 0.8951781970649895
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; 12; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.85069444 0.87847222 0.85763889 0.87062937 0.81818182]; 0.6228813559322034; 0.538135593220339; 0.8951781970649895; 0.9986091794158554; 1.0; 0.9986072423398329; 0.5658536585365854; 0.5; 0.6208333333333333; 0.4784688995215311; 0.4166666666666667; 0.5402298850574713; 0.8920086393088553; 0.8658280922431866; 0.8951781970649895
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.86111111 0.90625    0.84265734 0.84265734 0.87762238]; 0.5147679324894515; 0.5274261603375527; 0.8810272536687631; 1.0; 1.0; 1.0; 0.5756457564575647; 0.639344262295082; 0.510976478973628; 0.5912408759124087; 0.7043478260869566; 0.5325017818959372; 0.8852956038403234; 0.9182389937106918; 0.8810272536687631
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.94755245 0.94055944 0.93356643 0.93356643 0.9471831 ]; 0.5; 0.5125; 0.8658280922431866; 0.9866666666666667; 0.9845938375350141; 0.9866946778711486; 0.589041095890411; 0.6991869918699187; 0.49489264123410465; 0.6188925081433225; 0.811965811965812; 0.5198040441942882; 0.8735177865612649; 0.9266247379454927; 0.8658280922431866
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95138889 0.94755245 0.93706294 0.93006993 0.94755245]; 0.49159663865546216; 0.5084033613445378; 0.8726415094339622; 0.9965059399021663; 0.9958100558659218; 0.9965083798882681; 0.4524886877828054; 0.43859649122807015; 0.48945953593661573; 0.5224489795918367; 0.5161290322580645; 0.5080645161290323; 0.8719030047443331; 0.8668763102725366; 0.8726415094339621
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.95486111 0.94791667 0.94055944 0.95804196 0.93356643]; 0.4810126582278481; 0.510548523206751; 0.8721174004192872; 0.9965156794425087; 0.99721059972106; 0.9965132496513249; 0.5494505494505495; 0.6198347107438017; 0.4780208036477629; 0.5503875968992248; 0.6120689655172413; 0.5126460530065545; 0.8758901322482198; 0.9025157232704403; 0.8721174004192872
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.67708333 0.61458333 0.60416667 0.60416667 0.55319149]; 0.610062893081761; 0.6477987421383647; 0.6381909547738693; 0.532967032967033; 0.40585774058577406; 0.6443514644351466; 0.515625; 0.358695652173913; 0.656959766385464; 0.42857142857142855; 0.28378378378378377; 0.6242448330683625; 0.511864406779661; 0.3728395061728395; 0.6429414922168546
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.79166667 0.8125     0.76041667 0.78125    0.80208333]; 0.6375; 0.55625; 0.835; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.6627906976744186; 0.7402597402597403; 0.6412142074792677; 0.6033519553072626; 0.6428571428571429; 0.5516917293233082; 0.8409638554216867; 0.8703241895261845; 0.8349114681966763
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.80208333 0.82978723 0.84042553 0.88297872 0.87234043]; 0.5605095541401274; 0.5414012738853503; 0.8142493638676844; 0.9893390191897654; 0.9830508474576272; 0.989406779661017; 0.6310160427807486; 0.7866666666666666; 0.5701626016260162; 0.6; 0.6666666666666666; 0.5372807017543859; 0.8253588516746412; 0.8801020408163265; 0.8144165026416658
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.66666667 0.60416667 0.73404255 0.62765957 0.60638298]; 0.4620253164556962; 0.47468354430379744; 0.7050632911392405; 0.865424430641822; 0.8818565400843882; 0.8628691983122363; 0.5029239766081871; 0.524390243902439; 0.4595635430038511; 0.5257142857142857; 0.5168539325842697; 0.4685718938283667; 0.7189384800965017; 0.7303921568627451; 0.7042013140334669
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.625      0.72916667 0.58510638 0.57446809]; 0.4430379746835443; 0.46835443037974683; 0.7828282828282829; 1.0; 1.0; 1.0; 0.5217391304347827; 0.6153846153846154; 0.4451923076923077; 0.4814814814814815; 0.527027027027027; 0.47184684684684675; 0.7907542579075426; 0.8333333333333334; 0.7835820895522388
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.5625     0.46875    0.57291667 0.5625    ]; 0.5375; 0.51875; 0.81125; 1.0; 1.0; 1.0; 0.5697674418604651; 0.5697674418604651; 0.5348837209302326; 0.5443786982248521; 0.6133333333333333; 0.5243137254901961; 0.8160779537149817; 0.8354114713216958; 0.8111894449340309
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.85416667 0.88541667 0.86170213 0.92553191 0.85106383]; 0.6455696202531646; 0.6012658227848101; 0.8177215189873418; 0.9466950959488272; 0.9367088607594937; 0.9472573839662447; 0.6744186046511629; 0.7945205479452054; 0.6560838033843674; 0.6480446927374302; 0.7341772151898734; 0.6012658227848102; 0.824390243902439; 0.8688946015424165; 0.8184872010205848
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.85416667 0.8125     0.92553191 0.81914894 0.80851064]; 0.569620253164557; 0.5632911392405063; 0.8240506329113924; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.6304347826086957; 0.6823529411764706; 0.5603545527800161; 0.5868263473053893; 0.7903225806451613; 0.603494623655914; 0.8315151515151515; 0.8932291666666666; 0.8259249281609194
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.82291667 0.88541667 0.89583333 0.90625   ]; 0.55625; 0.64375; 0.84; 1.0; 1.0; 1.0; 0.6120218579234973; 0.7466666666666667; 0.5674509803921568; 0.7046632124352331; 0.8395061728395061; 0.6412720737615253; 0.8504672897196262; 0.9191919191919192; 0.8407840784078408
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.58333333 0.67605634 0.61971831 0.66901408 0.64788732]; 0.6371308016877637; 0.6075949367088608; 0.6391231028667791; 0.609105180533752; 0.5449438202247191; 0.6502808988764046; 0.5376344086021505; 0.43478260869565216; 0.6313257305773343; 0.4497041420118343; 0.34545454545454546; 0.590050107372942; 0.5685483870967742; 0.4853700516351119; 0.636073455569622
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; 6; ica_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.72222222 0.77777778 0.77777778 0.73611111 0.77777778]; 0.6833333333333333; 0.6125; 0.8375; 0.9640883977900553; 0.9694444444444444; 0.9638888888888889; 0.6885245901639344; 0.6412213740458015; 0.687583164087121; 0.6294820717131473; 0.632; 0.6116521739130434; 0.8400328137817884; 0.8311688311688312; 0.837673456680306
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.84027778 0.74305556 0.73943662 0.76056338 0.78169014]; 0.5798319327731093; 0.6596638655462185; 0.8168067226890756; 0.9472182596291012; 0.9299719887955182; 0.9481792717086834; 0.6376811594202899; 0.6616541353383458; 0.5689223057644109; 0.6920152091254752; 0.7647058823529411; 0.6596638655462185; 0.8241935483870967; 0.8390804597701149; 0.816270006132906
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.59027778 0.5915493  0.61267606 0.55633803 0.59859155]; 0.5232067510548524; 0.5569620253164557; 0.7765598650927488; 0.9353507565337001; 0.9550561797752809; 0.9339887640449438; 0.592057761732852; 0.6507936507936508; 0.5145860145860146; 0.5849802371541503; 0.6491228070175439; 0.5603337612323491; 0.7891805887032619; 0.8322147651006712; 0.7762768740757594
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; 6; ica_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.65972222 0.65277778 0.67361111 0.59859155 0.5915493 ]; 0.5084033613445378; 0.5546218487394958; 0.8129194630872483; 1.0; 1.0; 1.0; 0.5104602510460251; 0.5126050420168067; 0.5084033613445378; 0.5691056910569106; 0.6086956521739131; 0.5563803464121599; 0.8143213988343048; 0.8260135135135135; 0.8130067567567568
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61111111 0.59722222 0.55555556 0.5625     0.65277778]; 0.5375; 0.45416666666666666; 0.7891666666666667; 0.984869325997249; 0.9944444444444445; 0.9847222222222223; 0.5469387755102041; 0.5537190082644629; 0.5373637058129037; 0.4653061224489796; 0.49137931034482757; 0.4553670745272525; 0.7921117502054232; 0.8073701842546064; 0.7892572314307856
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.83333333 0.77083333 0.79166667 0.81944444 0.81690141]; 0.5146443514644351; 0.6401673640167364; 0.7717391304347826; 0.900976290097629; 0.8997214484679665; 0.9011142061281338; 0.5284552845528455; 0.5416666666666666; 0.5145308123249299; 0.6587301587301587; 0.6335877862595419; 0.640867967203845; 0.7753086419753086; 0.7721311475409836; 0.7717311027807308
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; 6; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.875      0.85416667 0.84027778 0.83333333 0.85416667]; 0.5583333333333333; 0.49583333333333335; 0.8083333333333333; 0.9958275382475661; 0.9944444444444445; 0.9958333333333333; 0.6558441558441559; 0.753731343283582; 0.5325260490002817; 0.5631768953068592; 0.6902654867256637; 0.5065500661974776; 0.8236196319018405; 0.8846787479406919; 0.8074321227055905
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.875      0.8125     0.86111111 0.80985915 0.87323944]; 0.5336134453781513; 0.5966386554621849; 0.802013422818792; 0.9587482219061166; 0.9413407821229051; 0.9594972067039106; 0.5612648221343873; 0.5298507462686567; 0.5341561423650976; 0.6; 0.6; 0.5966101694915255; 0.8026755852842808; 0.7843137254901961; 0.8025016903313049
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; 8; ica_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.74479167 0.67894737 0.63684211 0.64736842 0.70526316]; 0.6214511041009464; 0.694006309148265; 0.6796973518284993; 0.6635838150289017; 0.6029411764705882; 0.694327731092437; 0.6078431372549019; 0.5740740740740741; 0.6225209080047789; 0.6777408637873754; 0.6496815286624203; 0.6935907643312101; 0.654891304347826; 0.6062893081761006; 0.679882960029896
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.72395833 0.75520833 0.734375   0.77604167 0.77083333]; 0.634375; 0.625; 0.843125; 0.9853556485355649; 0.98125; 0.9854166666666667; 0.6685552407932012; 0.7239263803680982; 0.6326638271267242; 0.6341463414634148; 0.6842105263157895; 0.6278195488721804; 0.8466707391569944; 0.8716981132075472; 0.8433024727528419
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.78125    0.78645833 0.80208333 0.828125   0.81052632]; 0.542319749216301; 0.5360501567398119; 0.7894736842105263; 0.9562499999999999; 0.9582463465553236; 0.9561586638830897; 0.5034013605442176; 0.4567901234567901; 0.5436816859322168; 0.47517730496453897; 0.42948717948717946; 0.5337619946515652; 0.78125; 0.7528230865746549; 0.7894278136252498
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; 8; ica_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.56770833 0.62631579 0.56842105 0.56842105 0.63684211]; 0.5520504731861199; 0.5709779179810726; 0.7723833543505675; 0.9162462159434914; 0.9537815126050421; 0.9128151260504203; 0.5773809523809524; 0.5705882352941176; 0.5506002400960384; 0.577639751552795; 0.6326530612244898; 0.5751500600240096; 0.7810794420861128; 0.8121059268600253; 0.7723833543505675
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; 8; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.63157895 0.6        0.59473684 0.56842105]; 0.5917721518987342; 0.5411392405063291; 0.8198482932996207; 0.9884816753926702; 0.9936842105263158; 0.9884210526315791; 0.6426592797783933; 0.7160493827160493; 0.5885441718775053; 0.6070460704607046; 0.6666666666666666; 0.5326576576576576; 0.830860534124629; 0.8695652173913043; 0.8189524928655364
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.57291667 0.61458333 0.56770833 0.52631579 0.64736842]; 0.6069182389937107; 0.5471698113207547; 0.8197236180904522; 0.9812889812889813; 0.9874476987447699; 0.9811715481171549; 0.6153846153846154; 0.6410256410256411; 0.6075498575498575; 0.5764705882352942; 0.593939393939394; 0.5453357100415924; 0.82360172095882; 0.8385481852315394; 0.8196524028301454
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; 8; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.71875    0.78421053 0.80526316 0.75263158 0.76842105]; 0.6246056782334385; 0.6529968454258676; 0.7799495586380832; 0.8742138364779874; 0.8760504201680672; 0.8739495798319328; 0.653061224489796; 0.6588235294117647; 0.6219287715086035; 0.6099290780141844; 0.581081081081081; 0.6485287062210139; 0.77897403419886; 0.77455919395466; 0.7799563646540976
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.74736842 0.83157895 0.77368421 0.76842105 0.75263158]; 0.5284810126582279; 0.5632911392405063; 0.797724399494311; 0.9649309245483527; 0.9557894736842105; 0.9652631578947367; 0.555223880597015; 0.5670731707317073; 0.5269576379974326; 0.5964912280701754; 0.6219512195121951; 0.5609756097560976; 0.8022249690976514; 0.8082191780821918; 0.7975627340988622
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.8125     0.80729167 0.80526316 0.83157895 0.75789474]; 0.5691823899371069; 0.5974842767295597; 0.8113207547169812; 0.9632738719832108; 0.9622641509433962; 0.9633123689727463; 0.5784615384615385; 0.6266666666666667; 0.5722619047619047; 0.627906976744186; 0.6625766871165644; 0.5958044725905403; 0.815043156596794; 0.8367088607594937; 0.8114794303797469
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; 10; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.65       0.64285714 0.6302521  0.67226891]; 0.6778711484593838; 0.6778711484593838; 0.6671907756813418; 0.6348061316501353; 0.5896147403685092; 0.6608040201005025; 0.5787545787545787; 0.47023809523809523; 0.666335978835979; 0.6254071661237784; 0.5079365079365079; 0.6884920634920635; 0.6240378922439314; 0.5524109014675053; 0.6671907756813417
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; 10; ica_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70833333 0.75416667 0.74166667 0.6875     0.74369748]; 0.6366197183098592; 0.6591549295774648; 0.8464360587002097; 0.9639564124056998; 0.9599332220367279; 0.9641068447412355; 0.5852090032154341; 0.5141242937853108; 0.6362756300387228; 0.6299694189602446; 0.5786516853932584; 0.6593823398717704; 0.8399781540141998; 0.8060796645702306; 0.8464360587002097
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.74369748 0.75210084 0.71428571 0.67647059 0.75630252]; 0.6239554317548747; 0.6267409470752089; 0.8364779874213837; 0.9640768588137009; 0.9697478991596639; 0.9638655462184875; 0.6699266503667481; 0.7696629213483146; 0.6251629523868645; 0.6616161616161617; 0.7237569060773481; 0.6259233968588988; 0.8441558441558441; 0.8857442348008385; 0.8364779874213837
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; 10; ica_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.55833333 0.59166667 0.625      0.64583333 0.60833333]; 0.5282485875706214; 0.5536723163841808; 0.7615303983228512; 0.8966613672496024; 0.94; 0.8916666666666666; 0.5876543209876542; 0.6502732240437158; 0.5239670213785831; 0.5948717948717949; 0.6783625730994152; 0.5577605215223852; 0.7783731125182659; 0.8375262054507338; 0.7615303983228512
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; 10; ica_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.62605042 0.55042017 0.61764706 0.58823529 0.55508475]; 0.5916666666666667; 0.5388888888888889; 0.8359538784067087; 1.0; 1.0; 1.0; 0.5972602739726027; 0.6526946107784432; 0.5957773572026931; 0.5970873786407768; 0.6373056994818653; 0.5312277000403339; 0.8407124681933842; 0.8658280922431866; 0.8359538784067085
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.60833333 0.57563025 0.5210084  0.60084034 0.59243697]; 0.5391061452513967; 0.5614525139664804; 0.8249475890985325; 0.989983305509182; 0.9949664429530202; 0.9899328859060403; 0.5965770171149145; 0.6455026455026455; 0.5328104943489559; 0.5552407932011332; 0.5798816568047337; 0.5624276008891393; 0.8295918367346939; 0.8522012578616353; 0.8249475890985325
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.82352941 0.84453782 0.79831933 0.78151261 0.76890756]; 0.6211699164345403; 0.596100278551532; 0.7851153039832285; 0.89058524173028; 0.8823529411764706; 0.8915966386554621; 0.6616915422885572; 0.7189189189189189; 0.6180801491146318; 0.6329113924050633; 0.7183908045977011; 0.5997359428393911; 0.7925101214574899; 0.8207547169811321; 0.7851153039832286
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; 10; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.80833333 0.80833333 0.8        0.81092437 0.78991597]; 0.5617977528089888; 0.6095505617977528; 0.810272536687631; 0.9421915444348576; 0.9130434782608695; 0.9439799331103679; 0.613861386138614; 0.6927374301675978; 0.561057980620522; 0.6481012658227848; 0.7231638418079096; 0.610185272859262; 0.81511746680286; 0.8364779874213837; 0.810272536687631
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7875     0.8125     0.81092437 0.78991597 0.75210084]; 0.6554621848739496; 0.6106442577030813; 0.8380503144654088; 0.9602704987320372; 0.9514237855946399; 0.9606365159128978; 0.6666666666666666; 0.7365269461077845; 0.660368736211787; 0.633245382585752; 0.631578947368421; 0.6092026473369051; 0.8399792853443812; 0.850104821802935; 0.8380503144654088
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.74475524 0.68181818 0.66783217 0.69014085]; 0.6666666666666666; 0.6875; 0.6834381551362684; 0.6720233747260774; 0.6442577030812325; 0.6855742296918768; 0.6666666666666667; 0.6611570247933884; 0.6667129661782069; 0.6666666666666666; 0.6302521008403361; 0.687026876866449; 0.6706652126499454; 0.6446540880503144; 0.6834381551362684
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.72377622 0.76223776 0.73776224 0.75874126 0.77622378]; 0.5439330543933054; 0.5481171548117155; 0.8584905660377359; 0.9632199861207494; 0.9706293706293706; 0.9629370629370629; 0.6007326007326008; 0.7068965517241379; 0.5485702270815811; 0.6170212765957447; 0.7073170731707317; 0.543313708999159; 0.8647294589178357; 0.9046121593291404; 0.8584905660377358
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.75694444 0.72377622 0.78671329 0.73426573 0.73776224]; 0.6092436974789915; 0.6302521008403361; 0.8773584905660378; 0.9629629629629629; 0.9622905027932961; 0.9629888268156426; 0.6042553191489363; 0.6120689655172413; 0.6093131712832108; 0.639344262295082; 0.639344262295082; 0.6300169587337479; 0.8774869109947644; 0.8784067085953878; 0.8773584905660377
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; 12; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.62152778 0.58333333 0.58333333 0.60839161 0.5979021 ]; 0.5466101694915254; 0.5466101694915254; 0.8878406708595388; 1.0; 1.0; 1.0; 0.5836575875486382; 0.6097560975609756; 0.5438161018778329; 0.5523012552301255; 0.584070796460177; 0.5481329592056983; 0.8892339544513458; 0.90041928721174; 0.8878406708595388
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.54195804 0.61888112 0.57342657 0.57342657 0.57042254]; 0.5583333333333333; 0.5625; 0.8878406708595388; 0.9979006298110568; 0.9985994397759104; 0.9978991596638656; 0.5725806451612903; 0.5772357723577236; 0.557848655409631; 0.5679012345679013; 0.5897435897435898; 0.5631644777986242; 0.8885416666666667; 0.8941299790356394; 0.8878406708595388
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 1440; 480; 480; 0.6; 0.2; 0.2; [0.55902778 0.58333333 0.60763889 0.64236111 0.5625    ]; 0.5170940170940171; 0.6153846153846154; 0.8820754716981132; 0.9847645429362881; 0.9875; 0.9847222222222223; 0.5349794238683128; 0.5855855855855856; 0.520435069215557; 0.625; 0.6097560975609756; 0.6156888595912986; 0.8832381940840685; 0.8920335429769392; 0.8820754716981131
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76223776 0.79020979 0.79370629 0.76573427 0.75704225]; 0.5916666666666667; 0.5666666666666667; 0.7887840670859538; 0.8579505300353357; 0.8501400560224089; 0.8592436974789917; 0.6201550387596899; 0.625; 0.5892857142857143; 0.5806451612903226; 0.6428571428571429; 0.5714285714285714; 0.7902134305049454; 0.7955974842767296; 0.7887840670859539
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; 12; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.77972028 0.72027972 0.74825175 0.74475524 0.76923077]; 0.5983263598326359; 0.6108786610878661; 0.8867924528301887; 0.9810791871058164; 0.9790209790209791; 0.9811188811188812; 0.633587786259542; 0.664; 0.5951578947368422; 0.6234817813765181; 0.6754385964912281; 0.6137192982456141; 0.8884297520661157; 0.9014675052410901; 0.8867924528301887
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.80555556 0.79166667 0.77430556 0.79166667 0.7972028 ]; 0.4851063829787234; 0.5617021276595745; 0.8558700209643606; 0.9648033126293996; 0.972183588317107; 0.9645340751043116; 0.4851063829787234; 0.5; 0.4855371900826446; 0.5690376569037656; 0.5619834710743802; 0.5616934899231549; 0.8569942797711909; 0.8637316561844863; 0.8558700209643605
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; 4; ica_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.53125    0.5106383  0.65957447 0.54255319]; 0.6582278481012658; 0.6012658227848101; 0.5949367088607594; 0.43767313019390575; 0.3333333333333333; 0.5717299578059072; 0.55; 0.4647887323943662; 0.6404403432086774; 0.5116279069767442; 0.4024390243902439; 0.6091142490372271; 0.4754098360655737; 0.3717948717948718; 0.5921474358974359
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; 4; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.71875    0.70833333 0.65625    0.69791667]; 0.63125; 0.69375; 0.86; 0.9916317991631799; 0.9875; 0.9916666666666667; 0.598639455782313; 0.6027397260273972; 0.6289560699102503; 0.72; 0.7241379310344828; 0.6908360888049125; 0.8599999999999999; 0.86; 0.86
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.82291667 0.78125    0.82291667 0.84375   ]; 0.61875; 0.5875; 0.83125; 0.9831932773109243; 0.975; 0.9833333333333334; 0.5611510791366907; 0.52; 0.6129411764705881; 0.576923076923077; 0.5555555555555556; 0.5879043600562588; 0.8249027237354084; 0.803030303030303; 0.8309705970597059
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.47916667 0.48958333 0.55319149 0.56382979 0.62765957]; 0.5443037974683544; 0.5443037974683544; 0.5455696202531646; 0.5904761904761905; 0.6540084388185654; 0.5464135021097046; 0.6326530612244897; 0.7560975609756098; 0.5359435173299101; 0.6129032258064517; 0.76; 0.554698795180723; 0.6041896361631752; 0.6954314720812182; 0.5459480592729324
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.38541667 0.55208333 0.59574468 0.5        0.53191489]; 0.47468354430379744; 0.5189873417721519; 0.7987341772151899; 1.0; 1.0; 1.0; 0.5257142857142857; 0.5679012345679012; 0.4722623055956389; 0.5730337078651685; 0.6375; 0.5174679487179488; 0.8077388149939541; 0.8391959798994975; 0.7984245205619936
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.45833333 0.5212766  0.43617021 0.41489362]; 0.4936708860759494; 0.4936708860759494; 0.7974683544303798; 1.0; 1.0; 1.0; 0.48717948717948717; 0.5671641791044776; 0.5033623093324585; 0.5652173913043477; 0.6341463414634146; 0.4881258023106547; 0.8034398034398035; 0.8471502590673575; 0.7985751295336788
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.84042553 0.76595745 0.81914894 0.89361702 0.79787234]; 0.532051282051282; 0.5897435897435898; 0.7851662404092071; 0.9333333333333333; 0.9234042553191489; 0.9340425531914894; 0.5780346820809249; 0.6666666666666666; 0.537037037037037; 0.6444444444444445; 0.6823529411764706; 0.5806130903065452; 0.7946210268948656; 0.8227848101265823; 0.7847774179831878
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.79166667 0.80851064 0.84042553 0.86170213]; 0.6139240506329114; 0.6329113924050633; 0.7949367088607595; 0.9106029106029108; 0.9240506329113924; 0.9092827004219408; 0.6473988439306358; 0.6746987951807228; 0.6106827309236947; 0.6282051282051282; 0.6901408450704225; 0.6381738708110734; 0.8; 0.8286445012787724; 0.7952746315917671
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.77083333 0.73958333 0.77083333 0.70833333 0.70212766]; 0.5974842767295597; 0.6037735849056604; 0.821608040201005; 0.9681528662420382; 0.9539748953974896; 0.9686192468619246; 0.5949367088607596; 0.5875; 0.5975474683544304; 0.6227544910179641; 0.6341463414634146; 0.602787456445993; 0.821608040201005; 0.8154613466334164; 0.8216547239496195
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; 6; ica_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.5915493  0.68309859 0.64084507 0.64084507 0.62142857]; 0.5889830508474576; 0.5889830508474576; 0.6186440677966102; 0.5775577557755776; 0.4943502824858757; 0.6384180790960452; 0.5268292682926831; 0.4251968503937008; 0.6025066820775844; 0.45810055865921784; 0.37272727272727274; 0.5752525252525253; 0.5454545454545454; 0.45685279187817257; 0.6189187558711746
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.76388889 0.78472222 0.70833333 0.71830986 0.76056338]; 0.5840336134453782; 0.7058823529411765; 0.8557046979865772; 0.9957924263674615; 0.9916201117318436; 0.9958100558659218; 0.6292134831460674; 0.6461538461538462; 0.5777065527065527; 0.6982758620689655; 0.7431192660550459; 0.7087689353531043; 0.8580858085808581; 0.8710217755443886; 0.8556789549990851
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.70833333 0.72535211 0.69014085 0.79577465]; 0.7100840336134454; 0.6890756302521008; 0.8638655462184874; 0.972972972972973; 0.957983193277311; 0.973389355742297; 0.7228915662650602; 0.7692307692307693; 0.7110616656071201; 0.6991869918699187; 0.7543859649122807; 0.6917091114883984; 0.8647746243739566; 0.8809523809523809; 0.8640642303433002
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; 6; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57042254 0.54929577 0.57042254 0.56338028 0.5       ]; 0.4830508474576271; 0.4830508474576271; 0.739424703891709; 0.9130434782608696; 0.9464788732394366; 0.9098591549295775; 0.5; 0.4959349593495935; 0.4824807540110799; 0.48739495798319327; 0.4915254237288136; 0.4830508474576271; 0.7471264367816091; 0.7634228187919463; 0.7392199418191814
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.60416667 0.5625     0.56338028 0.52112676 0.56338028]; 0.5; 0.5378151260504201; 0.807563025210084; 1.0; 1.0; 1.0; 0.5333333333333334; 0.5396825396825397; 0.4975198412698413; 0.5669291338582677; 0.5806451612903226; 0.5359366157328805; 0.812755519215045; 0.8187808896210873; 0.8073321257710925
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.5625     0.55555556 0.5        0.54166667 0.52112676]; 0.5230125523012552; 0.502092050209205; 0.8010033444816054; 0.9930651872399445; 0.9972144846796658; 0.9930362116991642; 0.516949152542373; 0.5041322314049587; 0.5232525563804453; 0.5142857142857143; 0.5163934426229508; 0.501786464901219; 0.8019966722129784; 0.8006644518272426; 0.801005626587022
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; 6; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79166667 0.76388889 0.77083333 0.77464789 0.83098592]; 0.6134453781512605; 0.6092436974789915; 0.7718120805369127; 0.8796680497925311; 0.888268156424581; 0.8784916201117318; 0.6068376068376068; 0.5966386554621849; 0.6134453781512605; 0.5592417061611374; 0.5315315315315315; 0.60434844293112; 0.767123287671233; 0.7619047619047619; 0.771680857773573
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; 6; ica_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.8125     0.82638889 0.85211268 0.78169014 0.8028169 ]; 0.6134453781512605; 0.5756302521008403; 0.8176470588235294; 0.9658119658119659; 0.9495798319327731; 0.9663865546218486; 0.6567164179104478; 0.7586206896551724; 0.6170152628603731; 0.6644518272425248; 0.7575757575757576; 0.5533161806746713; 0.8292682926829269; 0.8710743801652893; 0.8167337712792258
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.73611111 0.75694444 0.75694444 0.76056338 0.76760563]; 0.6470588235294118; 0.6134453781512605; 0.8263422818791947; 0.9557774607703281; 0.9357541899441341; 0.9567039106145251; 0.664; 0.6859504132231405; 0.6463940100303738; 0.6229508196721312; 0.672566371681416; 0.6162831858407081; 0.8267782426778243; 0.8344594594594594; 0.8263963963963964
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.640625   0.6        0.61578947 0.54736842]; 0.5943396226415094; 0.5849056603773585; 0.60062893081761; 0.49459459459459454; 0.3836477987421384; 0.6079664570230608; 0.47773279352226716; 0.39072847682119205; 0.5845857952968235; 0.49618320610687017; 0.38011695906432746; 0.6016231053825039; 0.4915932746196957; 0.38423028785982477; 0.6017232349539327
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; 8; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.76041667 0.71354167 0.75       0.75       0.72395833]; 0.646875; 0.628125; 0.851875; 0.9948078920041536; 0.9979166666666667; 0.9947916666666667; 0.6724637681159421; 0.6946107784431138; 0.6446910101365896; 0.631578947368421; 0.6754966887417219; 0.6306477526548846; 0.8546903740036789; 0.8734335839598998; 0.851928762054763
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.77368421 0.80526316 0.76315789 0.75263158 0.74736842]; 0.6487341772151899; 0.6835443037974683; 0.8457648546144121; 0.9647058823529412; 0.9494736842105264; 0.9652631578947369; 0.6819484240687679; 0.7168674698795181; 0.6451004016064257; 0.6951219512195121; 0.7354838709677419; 0.6845121218192747; 0.8486352357320099; 0.8592964824120602; 0.845678775557175
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; 8; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.546875   0.58333333 0.49479167 0.52604167 0.56842105]; 0.5454545454545454; 0.5141065830721003; 0.5451127819548872; 0.5765407554671969; 0.605427974947808; 0.5553235908141962; 0.5845272206303725; 0.5795454545454546; 0.5415209790209791; 0.5201238390092879; 0.5874125874125874; 0.520979020979021; 0.567342073897497; 0.5964912280701754; 0.5451127819548873
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; 8; ica_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.43684211 0.5        0.54210526 0.53157895 0.53723404]; 0.5379746835443038; 0.5411392405063291; 0.8158227848101266; 1.0; 1.0; 1.0; 0.5197368421052632; 0.5231788079470199; 0.5373469797310857; 0.5337620578778135; 0.515527950310559; 0.541634942897215; 0.8138195777351248; 0.8091603053435115; 0.8157892206818314
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51578947 0.53157895 0.46315789 0.5        0.55789474]; 0.5221518987341772; 0.4620253164556962; 0.7895069532237674; 0.9874213836477987; 0.991578947368421; 0.9873684210526316; 0.5793871866295265; 0.6624203821656051; 0.5230340904538717; 0.5; 0.5592105263157895; 0.4655808729139923; 0.7985480943738658; 0.8418367346938775; 0.7899659863945578
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; 8; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.76842105 0.80526316 0.8        0.81052632 0.80851064]; 0.6392405063291139; 0.6329113924050633; 0.7462025316455696; 0.8080808080808081; 0.759493670886076; 0.819620253164557; 0.6346153846153846; 0.5963855421686747; 0.6415261044176707; 0.6027397260273973; 0.5827814569536424; 0.6307846678707605; 0.7317725752508362; 0.6915297092288243; 0.7462718254635883
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; 8; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.828125   0.74479167 0.78125    0.77083333 0.75      ]; 0.615625; 0.66875; 0.835; 0.9627263045793397; 0.9416666666666667; 0.9635416666666667; 0.6191950464396284; 0.6289308176100629; 0.6157076448298762; 0.6768292682926829; 0.6894409937888198; 0.6686198679635924; 0.8339622641509435; 0.82875; 0.8350000000000001
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.66842105 0.66315789 0.69473684 0.71052632 0.71276596]; 0.6740506329113924; 0.6867088607594937; 0.8525316455696202; 0.9673340358271866; 0.9683544303797469; 0.9672995780590717; 0.6943620178041544; 0.7005988023952096; 0.6724470522043162; 0.6990881458966566; 0.6764705882352942; 0.6875503626107977; 0.8557275541795665; 0.8520345252774353; 0.8525452210262339
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; 10; ica_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.6375     0.64583333 0.6875     0.64583333 0.59583333]; 0.6299435028248588; 0.6412429378531074; 0.6462264150943396; 0.600956937799043; 0.5233333333333333; 0.6525000000000001; 0.6330532212885154; 0.6108108108108108; 0.6308491923876539; 0.6163141993957704; 0.6035502958579881; 0.6396129857668319; 0.6105020196191575; 0.5545073375262054; 0.6462264150943395
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; 10; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7625     0.72689076 0.76470588 0.70588235 0.71428571]; 0.6480446927374302; 0.7067039106145251; 0.8768343815513627; 0.9966499162479062; 0.9983221476510067; 0.9966442953020135; 0.6519337016574586; 0.6555555555555556; 0.6480024968789013; 0.7075208913649025; 0.7134831460674157; 0.7067415730337078; 0.8772845953002613; 0.8805031446540881; 0.8768343815513627
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.79166667 0.73529412 0.77731092 0.78991597 0.76890756]; 0.6843575418994413; 0.5698324022346368; 0.8411949685534591; 0.9698996655518394; 0.9731543624161074; 0.9697986577181209; 0.712468193384224; 0.7777777777777778; 0.6838327091136079; 0.6030927835051546; 0.6573033707865169; 0.5703183520599251; 0.8467374810318664; 0.8773584905660378; 0.8411949685534591
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55882353 0.5210084  0.49579832 0.55882353 0.57983193]; 0.479108635097493; 0.4986072423398329; 0.5843815513626834; 0.6519607843137254; 0.6705882352941176; 0.642016806722689; 0.4932249322493225; 0.4945652173913043; 0.47871118012422353; 0.5287958115183247; 0.5771428571428572; 0.5005279503105591; 0.5984810126582277; 0.6194968553459119; 0.5843815513626834
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; 10; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.525      0.57916667 0.5625     0.60084034 0.54621849]; 0.5028089887640449; 0.5056179775280899; 0.8113207547169812; 0.9941520467836257; 0.9949832775919732; 0.9941471571906355; 0.5329815303430079; 0.5489130434782609; 0.5012007077856421; 0.5; 0.5116279069767442; 0.5058139534883721; 0.8132780082987552; 0.8218029350104822; 0.8113207547169812
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.58333333 0.5        0.55042017 0.52941176 0.48739496]; 0.5; 0.505586592178771; 0.8087002096436059; 0.9924433249370277; 0.9916107382550335; 0.9924496644295303; 0.5326370757180156; 0.5513513513513514; 0.49821902827683184; 0.5177111716621254; 0.5491329479768786; 0.5069989064208718; 0.8119526017516743; 0.8259958071278826; 0.8087002096436059
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; 10; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7605042  0.78571429 0.75210084 0.79831933 0.68487395]; 0.6183844011142061; 0.5626740947075209; 0.7562893081761006; 0.8569037656903766; 0.8605042016806723; 0.8563025210084034; 0.6821345707656613; 0.7616580310880829; 0.6067326300018728; 0.5984654731457801; 0.7048192771084337; 0.5726168924402272; 0.7694595934556272; 0.8134171907756813; 0.7562893081761006
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; 10; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.77083333 0.74166667 0.725      0.75       0.825     ]; 0.6977401129943502; 0.6779661016949152; 0.8338574423480084; 0.918918918918919; 0.9066666666666666; 0.92; 0.7191601049868767; 0.7611111111111111; 0.696647509578544; 0.6902173913043479; 0.7298850574712644; 0.6788314176245211; 0.8360062079668907; 0.8469601677148847; 0.8338574423480084
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77310924 0.81092437 0.80252101 0.77731092 0.80932203]; 0.6388888888888888; 0.6444444444444445; 0.8160377358490566; 0.9187772925764192; 0.8855218855218855; 0.9217171717171717; 0.6368715083798883; 0.6263736263736264; 0.6390295098160267; 0.6342857142857143; 0.6235955056179775; 0.6442153352265713; 0.8105774419859688; 0.7872117400419287; 0.8160377358490566
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; 12; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.62237762 0.61888112 0.68181818 0.65734266 0.69230769]; 0.5941422594142259; 0.5899581589958159; 0.639937106918239; 0.6095238095238095; 0.5370629370629371; 0.655944055944056; 0.5221674876847291; 0.43089430894308944; 0.5990678441267171; 0.5148514851485148; 0.4482758620689655; 0.5859265489206616; 0.5873873873873874; 0.5125786163522013; 0.6399371069182391
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76923077 0.75874126 0.71328671 0.70629371 0.71830986]; 0.6333333333333333; 0.6333333333333333; 0.9009433962264151; 0.9909281228192603; 0.9943977591036415; 0.9908963585434174; 0.6140350877192982; 0.6542056074766355; 0.6353734804300472; 0.676470588235294; 0.6917293233082706; 0.6262384934298364; 0.9022245214692187; 0.9140461215932913; 0.9009433962264151
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.74652778 0.76388889 0.71678322 0.76923077 0.79370629]; 0.6413502109704642; 0.679324894514768; 0.8710691823899371; 0.940014114326041; 0.9288702928870293; 0.9407252440725243; 0.6473029045643154; 0.65; 0.6412393162393162; 0.6885245901639344; 0.717948717948718; 0.6798076923076923; 0.8706624605678234; 0.8679245283018868; 0.8710691823899371
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.55555556 0.55208333 0.56293706 0.50699301 0.53146853]; 0.5232067510548524; 0.5274261603375527; 0.5487421383647799; 0.5742971887550201; 0.5983263598326359; 0.5564853556485356; 0.549800796812749; 0.6272727272727273; 0.5301717967072298; 0.5820895522388061; 0.6141732283464567; 0.520722977809592; 0.5722801788375559; 0.6037735849056604; 0.5487421383647799
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; 12; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.45486111 0.45486111 0.52797203 0.51048951 0.56993007]; 0.5274261603375527; 0.540084388185654; 0.8841719077568134; 1.0; 1.0; 1.0; 0.5555555555555556; 0.5737704918032787; 0.5260156806842481; 0.551440329218107; 0.5826086956521739; 0.5413043478260869; 0.8854328667703473; 0.8951781970649895; 0.8841719077568135
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.5        0.49652778 0.53846154 0.51748252 0.47202797]; 0.5485232067510548; 0.4092827004219409; 0.8658280922431866; 0.9937456567060459; 0.99721059972106; 0.9937238493723849; 0.6109090909090908; 0.6666666666666666; 0.5405405405405405; 0.43548387096774194; 0.4864864864864865; 0.4138781638781639; 0.8695208970438327; 0.8941299790356394; 0.8658280922431866
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; 12; ica_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.77430556 0.78472222 0.76736111 0.73611111 0.75694444]; 0.6538461538461539; 0.6239316239316239; 0.7672955974842768; 0.8031496062992126; 0.7791666666666667; 0.8090277777777778; 0.6639004149377594; 0.625; 0.6568396226415094; 0.5963302752293578; 0.6132075471698113; 0.6230100235849056; 0.7607758620689656; 0.740041928721174; 0.7672955974842767
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; 12; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.80555556 0.76573427 0.72027972 0.73426573 0.74825175]; 0.7184873949579832; 0.6764705882352942; 0.8590146750524109; 0.9107780157030693; 0.8910614525139665; 0.9127094972067038; 0.7074235807860262; 0.7232142857142857; 0.71875; 0.6695278969957081; 0.6190476190476191; 0.6800595238095238; 0.8556092324208265; 0.8354297693920335; 0.8590146750524109
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.79513889 0.75347222 0.79020979 0.77272727 0.77622378]; 0.5527426160337553; 0.6286919831223629; 0.8469601677148847; 0.9304964539007092; 0.9149232914923291; 0.9316596931659693; 0.5508474576271186; 0.5603448275862069; 0.5528996865203761; 0.6422764227642277; 0.6528925619834711; 0.62817041892277; 0.8456659619450316; 0.8385744234800838; 0.8469601677148847
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; 4; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.58333333 0.51041667 0.59375    0.59574468 0.62765957]; 0.5949367088607594; 0.5189873417721519; 0.5707070707070707; 0.4764397905759162; 0.38235294117647056; 0.5798319327731092; 0.41818181818181815; 0.3150684931506849; 0.5751813053988719; 0.3870967741935484; 0.26373626373626374; 0.5647039527636543; 0.44805194805194803; 0.34328358208955223; 0.5742058936088786
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; 4; ica_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.80208333 0.79166667 0.72916667 0.75       0.78723404]; 0.660377358490566; 0.6352201257861635; 0.8467336683417085; 0.9793388429752066; 0.9916317991631799; 0.9790794979079499; 0.6931818181818182; 0.7530864197530864; 0.6585944919278253; 0.6881720430107527; 0.7191011235955056; 0.623836276083467; 0.8557919621749409; 0.8850855745721271; 0.845643562479862
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.80208333 0.77083333 0.76595745 0.78723404]; 0.6582278481012658; 0.620253164556962; 0.8446969696969697; 0.9809725158562368; 0.9747899159663865; 0.98109243697479; 0.7065217391304348; 0.8227848101265823; 0.6582278481012658; 0.6296296296296297; 0.6710526315789473; 0.6221116816431322; 0.8498168498168499; 0.8854961832061069; 0.8450037307007979
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; 4; ica_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.51041667 0.54166667 0.57291667 0.53125    0.57291667]; 0.49375; 0.48125; 0.62; 0.7154471544715446; 0.7333333333333333; 0.7083333333333333; 0.509090909090909; 0.5316455696202531; 0.49421784653852163; 0.42758620689655175; 0.44285714285714284; 0.47698412698412695; 0.6209476309226933; 0.6401028277634961; 0.6205380318866143
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; 4; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.57291667 0.42708333 0.46875    0.41489362 0.58510638]; 0.5569620253164557; 0.5; 0.8118686868686869; 1.0; 1.0; 1.0; 0.611111111111111; 0.7432432432432432; 0.5680501930501931; 0.5683060109289617; 0.6046511627906976; 0.4898255813953488; 0.8224076281287248; 0.8668341708542714; 0.811589674259623
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.46875    0.51041667 0.51041667 0.44680851 0.5212766 ]; 0.5189873417721519; 0.5189873417721519; 0.8080808080808081; 1.0; 1.0; 1.0; 0.5529411764705883; 0.5402298850574713; 0.5165938157681722; 0.5421686746987951; 0.5625; 0.5184294871794871; 0.812807881773399; 0.8148148148148148; 0.8079242032730405
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.80208333 0.72340426 0.77659574 0.71276596]; 0.6329113924050633; 0.6329113924050633; 0.7341772151898734; 0.793859649122807; 0.7637130801687764; 0.8016877637130801; 0.6463414634146342; 0.5955056179775281; 0.6383325191336915; 0.6627906976744186; 0.6333333333333333; 0.6328431372549019; 0.7348484848484848; 0.6995192307692307; 0.7361232517482518
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.72916667 0.72916667 0.78723404 0.81914894 0.77659574]; 0.6139240506329114; 0.6455696202531646; 0.8063291139240506; 0.9210526315789473; 0.8860759493670886; 0.9240506329113924; 0.5793103448275863; 0.5060240963855421; 0.6196787148594378; 0.6; 0.5526315789473685; 0.6421694480102697; 0.7935222672064777; 0.7424242424242424; 0.80649130902938
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.72916667 0.6875     0.65625    0.72916667]; 0.61875; 0.68125; 0.84125; 0.9686847599164927; 0.9666666666666667; 0.96875; 0.659217877094972; 0.7972972972972973; 0.6312067881835324; 0.7437185929648242; 0.7872340425531915; 0.6587685364281108; 0.851808634772462; 0.8946078431372549; 0.8401610644257702
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; 6; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.71527778 0.72916667 0.74305556 0.73943662 0.68309859]; 0.6176470588235294; 0.5756302521008403; 0.6703020134228188; 0.6921898928024502; 0.6312849162011173; 0.7192737430167597; 0.5560975609756098; 0.504424778761062; 0.612212389380531; 0.5627705627705628; 0.5603448275862069; 0.5752543810062182; 0.6391184573002755; 0.5928449744463373; 0.6691497599504415
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; 6; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.75       0.76056338 0.78169014 0.65492958 0.73239437]; 0.5569620253164557; 0.6877637130801688; 0.8465430016863407; 0.9957805907172996; 0.9943820224719101; 0.9957865168539326; 0.4878048780487805; 0.3968253968253968; 0.5677820677820677; 0.6299999999999999; 0.5575221238938053; 0.6819868683985155; 0.8369175627240143; 0.7848739495798319; 0.8467516956020986
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.73611111 0.75       0.79861111 0.70422535 0.76760563]; 0.6722689075630253; 0.6428571428571429; 0.8481543624161074; 0.9747899159663864; 0.9720670391061452; 0.9748603351955307; 0.706766917293233; 0.7768595041322314; 0.6704810341173978; 0.697508896797153; 0.7368421052631579; 0.6303258145363408; 0.8564631245043616; 0.8823529411764706; 0.847210953346856
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; 6; ica_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.52777778 0.55555556 0.57042254 0.57746479 0.54929577]; 0.46218487394957986; 0.49159663865546216; 0.7907563025210084; 1.0; 1.0; 1.0; 0.4838709677419355; 0.44776119402985076; 0.46426521239954077; 0.49372384937238495; 0.5175438596491229; 0.49264289756649693; 0.7926727726894255; 0.7867768595041322; 0.7908243271879636
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; 6; ica_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.625      0.54929577 0.57746479 0.54225352 0.55633803]; 0.540084388185654; 0.47257383966244726; 0.8026981450252951; 1.0; 1.0; 1.0; 0.575875486381323; 0.5873015873015873; 0.5368940368940369; 0.5019920318725098; 0.5575221238938053; 0.47634170710819296; 0.8081967213114755; 0.8285714285714286; 0.802610587382161
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57746479 0.49295775 0.58450704 0.5        0.54225352]; 0.4788135593220339; 0.597457627118644; 0.8071065989847716; 0.9859943977591037; 0.9915492957746479; 0.9859154929577465; 0.5020242914979759; 0.5166666666666667; 0.47816091954022993; 0.6245059288537549; 0.632; 0.5952792792792794; 0.8121911037891268; 0.8216666666666667; 0.806881443298969
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; 6; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.71126761 0.72535211 0.74647887 0.76760563 0.75      ]; 0.5932203389830508; 0.6016949152542372; 0.7728813559322034; 0.8879310344827587; 0.8728813559322034; 0.8898305084745762; 0.616; 0.6695652173913044; 0.595113187208049; 0.6083333333333333; 0.6576576576576577; 0.6048288288288288; 0.7740303541315345; 0.7913793103448276; 0.7731896551724138
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; 6; ica_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77083333 0.75694444 0.77777778 0.79166667 0.68309859]; 0.6610878661087866; 0.6359832635983264; 0.8118729096989966; 0.919605077574048; 0.9080779944289693; 0.9206128133704735; 0.689655172413793; 0.7377049180327869; 0.6594507496146841; 0.6390041493775934; 0.6470588235294118; 0.6360294117647058; 0.8142031379025598; 0.8216666666666667; 0.8118400447427294
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.73611111 0.77777778 0.79861111 0.77777778 0.8125    ]; 0.6625; 0.6333333333333333; 0.8291666666666667; 0.9491525423728815; 0.9333333333333333; 0.95; 0.6301369863013699; 0.6216216216216216; 0.6596480201131364; 0.6; 0.532258064516129; 0.6368186874304783; 0.8212728857890148; 0.7915966386554621; 0.8288561705674005
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; 8; ica_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.53125    0.52083333 0.54736842 0.53157895 0.53684211]; 0.4937106918238994; 0.5157232704402516; 0.5220125786163522; 0.26929392446633826; 0.1719077568134172; 0.5335429769392034; 0.17435897435897435; 0.10303030303030303; 0.5090314913844325; 0.22222222222222224; 0.13496932515337423; 0.5255491787057195; 0.24151696606786427; 0.15031055900621118; 0.5267476361910037
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; 8; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.75       0.79166667 0.69791667 0.74479167 0.72631579]; 0.6300940438871473; 0.6175548589341693; 0.849624060150376; 1.0; 1.0; 1.0; 0.6628571428571429; 0.725; 0.6297955974842767; 0.6573033707865168; 0.7222222222222222; 0.6158881811748054; 0.8557692307692306; 0.8888888888888888; 0.8494758909853249
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.73958333 0.70833333 0.69791667 0.72105263 0.67894737]; 0.6477987421383647; 0.6540880503144654; 0.8417085427135679; 0.9681528662420382; 0.9539748953974896; 0.9686192468619246; 0.6781609195402298; 0.7468354430379747; 0.6484177215189874; 0.6764705882352942; 0.7232704402515723; 0.6540880503144654; 0.8453987730061351; 0.8666666666666667; 0.8417398578000836
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; 8; ica_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.54166667 0.578125   0.51041667 0.53645833 0.52604167]; 0.5375; 0.503125; 0.756875; 0.9154639175257733; 0.925; 0.9145833333333333; 0.5403726708074534; 0.5272727272727272; 0.5378299120234604; 0.4682274247491639; 0.4697986577181208; 0.5009812002040896; 0.7554996857322439; 0.756926952141058; 0.7568753867405041
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; 8; ica_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52083333 0.48958333 0.51578947 0.48421053 0.56315789]; 0.46855345911949686; 0.5220125786163522; 0.7981132075471699; 1.0; 1.0; 1.0; 0.4924924924924925; 0.5093167701863354; 0.46803418127151164; 0.5393939393939394; 0.5705128205128205; 0.5229107312440646; 0.8014842300556587; 0.8161209068010076; 0.798135830284926
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.47395833 0.484375   0.50520833 0.546875   0.53684211]; 0.5297805642633229; 0.5141065830721003; 0.8045112781954887; 0.9927159209157129; 0.9958246346555324; 0.9926931106471817; 0.5192307692307693; 0.5031055900621118; 0.5300338076892838; 0.5259938837920488; 0.5584415584415584; 0.5155844155844156; 0.805; 0.8110831234256927; 0.8045440554784324
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; 8; ica_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.72916667 0.6875     0.70526316 0.7       ]; 0.6729559748427673; 0.6415094339622641; 0.7418341708542714; 0.7848383500557413; 0.7364016736401674; 0.7981171548117154; 0.6923076923076924; 0.7597402597402597; 0.6756018371872032; 0.6503067484662577; 0.654320987654321; 0.6412630579297246; 0.7367072389493915; 0.7241813602015114; 0.7417899282210565
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; 8; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.72105263 0.72631579 0.64736842 0.64210526 0.63157895]; 0.6740506329113924; 0.6329113924050633; 0.8476611883691529; 0.9765458422174841; 0.9642105263157895; 0.976842105263158; 0.6484641638225256; 0.625; 0.6722560975609756; 0.6329113924050633; 0.5847953216374269; 0.63722524702561; 0.8442146089204913; 0.818295739348371; 0.8479233798782672
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68947368 0.71052632 0.67894737 0.77368421 0.67894737]; 0.6234177215189873; 0.6550632911392406; 0.8268015170670038; 0.9507494646680942; 0.9347368421052632; 0.9515789473684212; 0.5824561403508772; 0.5460526315789473; 0.6205872913992297; 0.6517571884984025; 0.5895953757225434; 0.6619305549941388; 0.8211488250652741; 0.78625; 0.8272682225063938
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.63865546 0.68487395 0.69747899 0.64285714 0.70762712]; 0.5833333333333334; 0.5777777777777777; 0.6373165618448637; 0.6213592233009708; 0.5387205387205387; 0.6717171717171717; 0.5065789473684209; 0.425414364640884; 0.5842155622087102; 0.4966887417218543; 0.41899441340782123; 0.5769005216210377; 0.5770171149144255; 0.4947589098532495; 0.6373165618448637
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; 10; ica_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73529412 0.72689076 0.76890756 0.7394958  0.69067797]; 0.6305555555555555; 0.6583333333333333; 0.8647798742138365; 0.9983164983164983; 0.9983164983164983; 0.9983164983164983; 0.6885245901639345; 0.8076923076923077; 0.6285652549697494; 0.7105882352941176; 0.848314606741573; 0.6604210396345227; 0.8735294117647059; 0.9339622641509434; 0.8647798742138364
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7605042  0.68067227 0.69327731 0.64285714 0.71848739]; 0.6183844011142061; 0.6350974930362117; 0.8322851153039832; 0.9560810810810811; 0.9512605042016806; 0.9563025210084033; 0.6385224274406333; 0.6797752808988764; 0.6188931653113167; 0.6371191135734072; 0.6353591160220995; 0.6350952883481285; 0.8336798336798337; 0.8406708595387841; 0.8322851153039832
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; 10; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.5210084  0.49579832 0.52941176 0.52941176 0.49159664]; 0.5459610027855153; 0.5153203342618384; 0.7631027253668763; 0.9059689288634505; 0.9310924369747899; 0.9033613445378151; 0.5558583106267031; 0.5513513513513514; 0.5457906182044113; 0.5245901639344263; 0.5517241379310345; 0.5164026095060578; 0.7689161554192229; 0.7882599580712788; 0.7631027253668763
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; 10; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.52083333 0.50840336 0.50420168 0.55462185 0.47058824]; 0.4329608938547486; 0.5279329608938548; 0.8050314465408805; 1.0; 1.0; 1.0; 0.42492917847025496; 0.42857142857142855; 0.43286494925839186; 0.5395095367847411; 0.5409836065573771; 0.5276346604215456; 0.805439330543933; 0.8071278825995807; 0.8050314465408805
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.52083333 0.53361345 0.51680672 0.54201681 0.52941176]; 0.5307262569832403; 0.5279329608938548; 0.820230607966457; 0.9949579831932773; 0.9932885906040269; 0.9949664429530201; 0.49397590361445776; 0.48520710059171596; 0.5283178360101437; 0.5318559556786703; 0.5079365079365079; 0.5291161829623368; 0.8178438661710038; 0.8071278825995807; 0.8202306079664571
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; 10; ica_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.725      0.77916667 0.79166667 0.7375     0.72689076]; 0.6253521126760564; 0.6394366197183099; 0.7264150943396226; 0.7790008467400508; 0.7679465776293823; 0.7821368948247078; 0.561056105610561; 0.5151515151515151; 0.6181020733652313; 0.6024844720496895; 0.5105263157894737; 0.6492025518341308; 0.7109634551495017; 0.6729559748427673; 0.7264150943396228
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; 10; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.72083333 0.7125     0.71008403 0.70168067 0.69327731]; 0.6442577030812325; 0.7170868347338936; 0.840146750524109; 0.9341317365269461; 0.914572864321608; 0.9355108877721943; 0.5863192182410424; 0.4891304347826087; 0.6491894948479517; 0.6666666666666666; 0.5838150289017341; 0.71310316662478; 0.8285553681843733; 0.7725366876310272; 0.840146750524109
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.70588235 0.7394958  0.70588235 0.76470588 0.71428571]; 0.6267409470752089; 0.6796657381615598; 0.8191823899371069; 0.9186440677966101; 0.9109243697478991; 0.9193277310924369; 0.6581632653061225; 0.6861702127659575; 0.6237868607689436; 0.6997389033942559; 0.783625730994152; 0.6843660569864378; 0.8235294117647058; 0.8438155136268344; 0.8191823899371069
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; 12; ica_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.51048951 0.55244755 0.54195804 0.5528169 ]; 0.4875; 0.525; 0.5283018867924528; 0.28324324324324324; 0.18347338935574228; 0.5357142857142857; 0.1276595744680851; 0.07086614173228346; 0.5133091770608321; 0.13636363636363638; 0.07964601769911504; 0.5004529301094001; 0.24874791318864772; 0.15618448637316562; 0.5283018867924528
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; 12; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.70833333 0.68402778 0.67361111 0.73263889 0.74475524]; 0.6553191489361702; 0.6553191489361702; 0.910901467505241; 0.9944598337950139; 0.9986091794158554; 0.9944367176634213; 0.6943396226415094; 0.7540983606557377; 0.6513854635137095; 0.6746987951807228; 0.7433628318584071; 0.6585666618308429; 0.9131767109295198; 0.9371069182389937; 0.910901467505241
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.71678322 0.71678322 0.66783217 0.72027972 0.73426573]; 0.6192468619246861; 0.6485355648535565; 0.8805031446540881; 0.9627547434996486; 0.958041958041958; 0.9629370629370629; 0.6829268292682927; 0.7538461538461538; 0.6062808750882145; 0.6888888888888889; 0.8532110091743119; 0.6650670430486945; 0.8848484848484848; 0.9182389937106918; 0.8805031446540881
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; 12; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.52797203 0.53146853 0.51748252 0.54929577]; 0.4875; 0.5125; 0.8055555555555556; 0.910702113156101; 0.9355742296918768; 0.9082633053221288; 0.4533333333333333; 0.4766355140186916; 0.4864380577612255; 0.5185185185185186; 0.47368421052631576; 0.5172159370388588; 0.8082687338501292; 0.8197064989517819; 0.8055555555555555
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; 12; ica_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.55902778 0.5034965  0.51048951 0.53146853 0.46153846]; 0.5630252100840336; 0.46638655462184875; 0.8789308176100629; 1.0; 1.0; 1.0; 0.5666666666666667; 0.5666666666666667; 0.5629943502824859; 0.4816326530612245; 0.5; 0.4666666666666667; 0.8794992175273866; 0.8836477987421384; 0.8789308176100631
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.53146853 0.49300699 0.47902098 0.52447552 0.61267606]; 0.4708333333333333; 0.5041666666666667; 0.8689727463312369; 0.9972027972027971; 0.9985994397759104; 0.9971988795518207; 0.4940239043824701; 0.5081967213114754; 0.47020005557099187; 0.5296442687747036; 0.5677966101694916; 0.5052097804945819; 0.8707342295760082; 0.8825995807127882; 0.8689727463312369
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; 12; ica_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68402778 0.72222222 0.74125874 0.72027972 0.76573427]; 0.6624472573839663; 0.6160337552742616; 0.7384696016771488; 0.7690140845070423; 0.7615062761506276; 0.7712691771269178; 0.6551724137931033; 0.6386554621848739; 0.6625480700754878; 0.6026200873362445; 0.5847457627118644; 0.615902293120638; 0.7347155768208399; 0.7243186582809225; 0.7384696016771489
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; 12; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.72377622 0.75174825 0.73426573 0.69014085]; 0.6125; 0.6833333333333333; 0.84958071278826; 0.9146164978292329; 0.8851540616246498; 0.9173669467787114; 0.5463414634146341; 0.4307692307692308; 0.629020979020979; 0.6082474226804123; 0.5363636363636364; 0.672027972027972; 0.8388545760808535; 0.7830188679245284; 0.84958071278826
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.6993007  0.68531469 0.72377622 0.7027972  0.71478873]; 0.6958333333333333; 0.5875; 0.8558700209643606; 0.9279216235129462; 0.9285714285714286; 0.9278711484593838; 0.7326007326007326; 0.8333333333333334; 0.6958333333333334; 0.623574144486692; 0.6833333333333333; 0.5875; 0.8600508905852418; 0.8857442348008385; 0.8558700209643606
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.98958333 0.96875    0.9787234  0.9787234  0.94680851]; 0.4873417721518987; 0.5063291139240507; 0.7962025316455696; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.5970149253731344; 0.6896551724137931; 0.46454589606605146; 0.5666666666666667; 0.7727272727272727; 0.5439723320158103; 0.8116959064327486; 0.8897435897435897; 0.7973717948717949
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.90625    0.96875    0.92708333 0.96808511 0.9787234 ]; 0.5569620253164557; 0.5822784810126582; 0.8257575757575758; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.6568627450980392; 0.8589743589743589; 0.5607371794871794; 0.6699999999999999; 0.8072289156626506; 0.570281124497992; 0.8431818181818181; 0.9298245614035088; 0.8249631712869961
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.95833333 0.97916667 0.95744681 0.9787234  0.95744681]; 0.6582278481012658; 0.620253164556962; 0.8544303797468354; 0.9978947368421053; 1.0; 0.9978902953586498; 0.7032967032967032; 0.8533333333333334; 0.6676305220883535; 0.6428571428571429; 0.7714285714285715; 0.6357142857142857; 0.8606060606060606; 0.9293193717277487; 0.8568165486089724
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.92708333 0.89583333 0.90425532 0.91489362 0.88297872]; 0.5126582278481012; 0.5379746835443038; 0.810126582278481; 1.0; 1.0; 1.0; 0.6091370558375634; 0.6666666666666666; 0.4877450980392156; 0.63681592039801; 0.8205128205128205; 0.5415064102564102; 0.8279816513761468; 0.891358024691358; 0.8080166746833415
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; 4; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.90625    0.89583333 0.83333333 0.90425532 0.88297872]; 0.5189873417721519; 0.4936708860759494; 0.803030303030303; 1.0; 1.0; 1.0; 0.5824175824175823; 0.6794871794871795; 0.5209935897435898; 0.5604395604395604; 0.6710526315789473; 0.500160462130937; 0.8142857142857143; 0.8724489795918368; 0.8037244897959184
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.90625    0.88541667 0.88541667 0.85416667 0.94791667]; 0.45625; 0.46875; 0.785; 1.0; 1.0; 1.0; 0.5492227979274612; 0.6091954022988506; 0.4415840025192883; 0.5549738219895288; 0.6463414634146342; 0.4641963727329581; 0.8009259259259259; 0.8459657701711492; 0.7835966958272625
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.95833333 0.9375     0.96875    0.97916667 0.92708333]; 0.5; 0.5625; 0.81; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.5454545454545455; 0.5925925925925926; 0.49882794186591656; 0.5833333333333333; 0.6805555555555556; 0.5732323232323233; 0.8155339805825244; 0.8549618320610687; 0.8107732993229176
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; 4; svd_trunc_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.94680851 0.91489362 0.95744681 0.9787234  0.91489362]; 0.6794871794871795; 0.6217948717948718; 0.8567774936061381; 0.9936034115138592; 0.9914893617021276; 0.9936170212765957; 0.6666666666666666; 0.684931506849315; 0.679815151015019; 0.598639455782313; 0.5866666666666667; 0.6204938271604938; 0.8537859007832899; 0.8537859007832899; 0.8567175117951538
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.95833333 0.97916667 0.89583333 0.91666667 0.92708333]; 0.575; 0.5875; 0.8325; 1.0; 1.0; 1.0; 0.6530612244897959; 0.8; 0.575; 0.6764705882352943; 0.8117647058823529; 0.5725490196078431; 0.8477272727272727; 0.9209876543209876; 0.8313799031098609
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.95138889 0.94444444 0.97183099 0.97183099 0.96478873]; 0.5756302521008403; 0.6092436974789915; 0.8361344537815126; 0.9986013986013986; 1.0; 0.9985994397759104; 0.6529209621993127; 0.8558558558558559; 0.5932822586365893; 0.7223880597014926; 0.9029850746268657; 0.5668771526980482; 0.854586129753915; 0.9518272425249169; 0.8347571586774244
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; 6; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.95833333 0.91666667 0.93055556 0.91549296 0.91549296]; 0.6134453781512605; 0.6092436974789915; 0.8447986577181208; 1.0; 1.0; 1.0; 0.6541353383458646; 0.7981651376146789; 0.6277647393499751; 0.6736842105263158; 0.7868852459016393; 0.6046495195025439; 0.8539857932123126; 0.9185059422750425; 0.8456542978373555
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.9375     0.8943662  0.92253521 0.91549296 0.95774648]; 0.6371308016877637; 0.5991561181434599; 0.8473861720067454; 1.0; 1.0; 1.0; 0.656; 0.7387387387387387; 0.6431788931788932; 0.6545454545454547; 0.7142857142857143; 0.5913770913770914; 0.8536782538399353; 0.8903878583473862; 0.8473861720067454
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; 6; svd_trunc_diff; svdn; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.8125     0.8125     0.76388889 0.78873239 0.85915493]; 0.48739495798319327; 0.49159663865546216; 0.7651006711409396; 0.9497964721845319; 0.9776536312849162; 0.9483240223463687; 0.5850340136054422; 0.8269230769230769; 0.5254018369690011; 0.6158730158730159; 0.782258064516129; 0.4788483305036785; 0.7919762258543834; 0.909556313993174; 0.7674844276236497
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.93055556 0.92361111 0.88888889 0.93055556 0.83333333]; 0.45416666666666666; 0.48333333333333334; 0.7875; 1.0; 1.0; 1.0; 0.5236363636363637; 0.631578947368421; 0.4626148705096073; 0.5507246376811594; 0.6495726495726496; 0.48738795080258496; 0.7993705743509048; 0.8595600676818951; 0.7885649271085995
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.85416667 0.82638889 0.86111111 0.89583333 0.86805556]; 0.44166666666666665; 0.5416666666666666; 0.7958333333333333; 0.9986130374479889; 1.0; 0.9986111111111111; 0.5472972972972974; 0.7043478260869566; 0.45217391304347826; 0.6043165467625898; 0.75; 0.5546875; 0.8108108108108107; 0.8943781942078365; 0.7979231917205578
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; 6; svd_trunc_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.96527778 0.97222222 0.94444444 0.93661972 0.92253521]; 0.5042016806722689; 0.4789915966386555; 0.7869127516778524; 0.9832869080779945; 0.9860335195530726; 0.9832402234636872; 0.5931034482758621; 0.688; 0.4944424778761062; 0.5664335664335665; 0.6864406779661016; 0.48072033898305083; 0.80370942812983; 0.8652246256239601; 0.7862502146732322
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.9375     0.93055556 0.95774648 0.97183099 0.98591549]; 0.5546218487394958; 0.5672268907563025; 0.8226890756302521; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.6293706293706294; 0.7758620689655172; 0.5600621820237424; 0.6308243727598567; 0.7457627118644068; 0.5687146892655368; 0.8350273651290071; 0.9035532994923858; 0.8232290704473615
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.88888889 0.90972222 0.91549296 0.96478873 0.95070423]; 0.5798319327731093; 0.5714285714285714; 0.8294117647058824; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.6644295302013422; 0.8319327731092437; 0.5798319327731093; 0.6554054054054054; 0.782258064516129; 0.5621816638370118; 0.8446824789594491; 0.92; 0.8286440677966103
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.95789474 0.96315789 0.92631579 0.94210526 0.93617021]; 0.5253164556962026; 0.5664556962025317; 0.8183544303797469; 1.0; 1.0; 1.0; 0.6559633027522936; 0.9662162162162162; 0.551560489060489; 0.6806526806526806; 0.9299363057324841; 0.5687417377719024; 0.8416988416988417; 0.9794608472400513; 0.8205668780519859
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; 8; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.97395833 0.96875    0.921875   0.94210526 0.96315789]; 0.6069182389937107; 0.5911949685534591; 0.839824120603015; 1.0; 1.0; 1.0; 0.647887323943662; 0.6804733727810651; 0.6019816528334856; 0.6176470588235294; 0.6774193548387096; 0.5933109044132198; 0.8455481526347667; 0.8703241895261845; 0.8395924745099277
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.97395833 0.94791667 0.9375     0.92708333 0.953125  ]; 0.6375; 0.553125; 0.838125; 1.0; 1.0; 1.0; 0.6759776536312849; 0.7245508982035929; 0.6335172791671559; 0.5878962536023055; 0.6455696202531646; 0.5542662916080636; 0.8444444444444444; 0.8732919254658386; 0.8379038243681395
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; 8; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.86315789 0.86315789 0.81578947 0.87894737 0.83684211]; 0.5221518987341772; 0.49050632911392406; 0.8027812895069533; 1.0; 1.0; 1.0; 0.6157760814249363; 0.7333333333333333; 0.5123620309050773; 0.5706666666666667; 0.6645962732919255; 0.48713684632338217; 0.8183934807916181; 0.8776529338327091; 0.8018226256871612
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.875      0.91052632 0.79473684 0.82631579 0.85789474]; 0.47634069400630913; 0.5141955835962145; 0.798234552332913; 1.0; 1.0; 1.0; 0.538888888888889; 0.6736111111111112; 0.49287491971740527; 0.6030927835051546; 0.73125; 0.5121218152866243; 0.8117647058823529; 0.8846153846153846; 0.7996277915632756
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.81052632 0.82105263 0.86842105 0.83684211 0.86315789]; 0.5; 0.5031645569620253; 0.8008849557522124; 1.0; 1.0; 1.0; 0.594871794871795; 0.7341772151898734; 0.5; 0.5722070844686648; 0.6687898089171974; 0.5042062252133157; 0.8154657293497364; 0.8810126582278481; 0.8009861270937221
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.94270833 0.97395833 0.92708333 0.96354167 0.92105263]; 0.5830721003134797; 0.5579937304075235; 0.8270676691729323; 0.997907949790795; 0.9958246346555324; 0.9979123173277662; 0.6490765171503957; 0.7735849056603774; 0.5836674528301887; 0.6356589147286822; 0.76875; 0.5573309748427673; 0.8397212543554006; 0.9060150375939849; 0.8270676691729324
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.921875   0.94270833 0.93684211 0.95263158 0.95789474]; 0.5754716981132075; 0.5471698113207547; 0.8213836477987422; 0.9947534102833158; 0.9937106918238994; 0.9947589098532496; 0.6666666666666666; 0.8709677419354839; 0.5827231347714229; 0.6435643564356436; 0.8074534161490683; 0.543854096609566; 0.8388195232690124; 0.9319041614123581; 0.8216609891127035
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.94210526 0.9        0.91578947 0.93157895 0.94210526]; 0.5854430379746836; 0.5981012658227848; 0.8343868520859671; 0.9957805907172996; 0.9936842105263158; 0.9957894736842106; 0.6309859154929577; 0.6956521739130435; 0.5833099579242637; 0.6231454005934719; 0.6645569620253164; 0.5981012658227848; 0.8402439024390244; 0.8677581863979849; 0.834259803858891
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.96666667 0.925      0.9625     0.97083333 0.94957983]; 0.6253521126760564; 0.5577464788732395; 0.8480083857442348; 1.0; 1.0; 1.0; 0.7176220806794054; 0.9285714285714286; 0.6174649050371595; 0.6694736842105263; 0.9190751445086706; 0.5666804293971924; 0.8647388059701493; 0.9716981132075472; 0.8480083857442348
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.95416667 0.92916667 0.93333333 0.91666667 0.94537815]; 0.5915492957746479; 0.5943661971830986; 0.8485324947589099; 1.0; 1.0; 1.0; 0.6253229974160207; 0.7245508982035929; 0.598977576761371; 0.6587677725118484; 0.7393617021276596; 0.5852497133392789; 0.8560039860488291; 0.90041928721174; 0.8485324947589099
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.95833333 0.90833333 0.93277311 0.90336134 0.96218487]; 0.6078431372549019; 0.5350140056022409; 0.839622641509434; 1.0; 1.0; 1.0; 0.6517412935323383; 0.7616279069767442; 0.6132463859208046; 0.5931372549019608; 0.654054054054054; 0.5305153991200502; 0.8473053892215568; 0.889937106918239; 0.8396226415094338
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.84583333 0.8875     0.85714286 0.8487395  0.85294118]; 0.4957983193277311; 0.5490196078431373; 0.8207547169811321; 0.9991631799163181; 1.0; 0.9991624790619765; 0.6086956521739131; 0.813953488372093; 0.5069767441860465; 0.6596194503171247; 0.8432432432432433; 0.5379006913890635; 0.8392857142857143; 0.9360587002096437; 0.8207547169811321
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; 10; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8375     0.82352941 0.84453782 0.80672269 0.82352941]; 0.4888268156424581; 0.5223463687150838; 0.8144654088050315; 1.0; 1.0; 1.0; 0.5390428211586902; 0.5879120879120879; 0.48713786213786214; 0.5581395348837209; 0.6136363636363636; 0.5238511488511489; 0.8208502024291497; 0.850104821802935; 0.8144654088050314
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8125     0.81666667 0.84453782 0.8487395  0.86134454]; 0.5546218487394958; 0.5350140056022409; 0.8296645702306079; 1.0; 1.0; 1.0; 0.6034912718204488; 0.6759776536312849; 0.5542809616471032; 0.5970873786407767; 0.6910112359550562; 0.5354497520557404; 0.8380667663178873; 0.8815513626834381; 0.8296645702306079
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.92083333 0.94117647 0.93277311 0.96218487 0.94117647]; 0.5782122905027933; 0.6005586592178771; 0.8448637316561844; 0.9983221476510067; 0.9983221476510067; 0.9983221476510067; 0.636144578313253; 0.7096774193548387; 0.5728619654913729; 0.6503667481662592; 0.7732558139534884; 0.607058014503626; 0.8531746031746031; 0.9014675052410901; 0.8448637316561844
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; 10; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94957983 0.92857143 0.95378151 0.97058824 0.90756303]; 0.5682451253481894; 0.5682451253481894; 0.8375262054507338; 1.0; 1.0; 1.0; 0.6095717884130982; 0.7034883720930233; 0.5736693197363512; 0.6172839506172839; 0.6684491978609626; 0.5638757617211789; 0.8443775100401606; 0.8815513626834381; 0.8375262054507338
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.94583333 0.92857143 0.92436975 0.94117647 0.91176471]; 0.547486033519553; 0.5614525139664804; 0.8317610062893082; 0.9983193277310924; 0.9966442953020134; 0.9983221476510067; 0.5990099009900991; 0.6797752808988764; 0.5482209737827715; 0.6104218362282879; 0.6833333333333333; 0.5607677902621723; 0.8392588883324987; 0.8784067085953878; 0.8317610062893082
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; 12; svd_trunc_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.95104895 0.94405594 0.94755245 0.94755245 0.96153846]; 0.6401673640167364; 0.6401673640167364; 0.9088050314465409; 0.9986013986013986; 0.9986013986013986; 0.9986013986013986; 0.7054794520547946; 0.8879310344827587; 0.6472175497617045; 0.7094594594594595; 0.8536585365853658; 0.6337258200168209; 0.9137760158572845; 0.9664570230607966; 0.9088050314465408
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94097222 0.96875    0.93006993 0.91958042 0.95454545]; 0.6033755274261603; 0.5611814345991561; 0.8962264150943396; 1.0; 1.0; 1.0; 0.6802721088435375; 0.8064516129032258; 0.5934912931772766; 0.6030534351145038; 0.6991150442477876; 0.5672994576077648; 0.9005025125628142; 0.939203354297694; 0.8962264150943396
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93706294 0.93706294 0.93356643 0.94055944 0.92605634]; 0.575; 0.6; 0.8962264150943396; 1.0; 1.0; 1.0; 0.6577181208053692; 0.7424242424242424; 0.5563973063973064; 0.6390977443609023; 0.7870370370370371; 0.6170033670033671; 0.9006024096385543; 0.940251572327044; 0.8962264150943396
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.84027778 0.82986111 0.83916084 0.84615385 0.81818182]; 0.5485232067510548; 0.4978902953586498; 0.8810272536687631; 0.9993031358885017; 1.0; 0.9993026499302651; 0.6051660516605166; 0.7068965517241379; 0.5517953833000855; 0.5824561403508772; 0.6859504132231405; 0.49383727557708756; 0.88598694123556; 0.9245283018867925; 0.8810272536687631
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.82291667 0.86111111 0.7972028  0.84265734 0.84965035]; 0.5611814345991561; 0.5316455696202531; 0.8873165618448637; 1.0; 1.0; 1.0; 0.6204379562043797; 0.7024793388429752; 0.5581362211456256; 0.5904059040590406; 0.6896551724137931; 0.5349102308349958; 0.8913592723597777; 0.9245283018867925; 0.8873165618448637
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.83680556 0.86111111 0.84615385 0.87762238 0.83566434]; 0.5569620253164557; 0.48523206751054854; 0.8805031446540881; 0.9993031358885017; 1.0; 0.9993026499302651; 0.5945945945945946; 0.652542372881356; 0.557363623415468; 0.5343511450381679; 0.5882352941176471; 0.48479561316051845; 0.883435582822086; 0.9056603773584906; 0.8805031446540881
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; 12; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.94444444 0.95138889 0.94791667 0.93055556 0.94055944]; 0.5446808510638298; 0.6212765957446809; 0.8957023060796646; 0.9979123173277662; 0.9972183588317107; 0.997913769123783; 0.6323024054982818; 0.8214285714285714; 0.5570557491289199; 0.7062706270627063; 0.8699186991869918; 0.6090664924506388; 0.9020187099950764; 0.960167714884696; 0.8957023060796646
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93706294 0.92307692 0.93356643 0.95104895 0.94366197]; 0.5833333333333334; 0.5708333333333333; 0.8925576519916143; 0.9986013986013986; 1.0; 0.9985994397759104; 0.6124031007751939; 0.7745098039215687; 0.6082693947144076; 0.6460481099656358; 0.6811594202898551; 0.5513640238704176; 0.8964123294593228; 0.929769392033543; 0.8925576519916143
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95138889 0.93006993 0.95104895 0.92657343 0.94055944]; 0.5336134453781513; 0.5756302521008403; 0.8831236897274634; 0.9923344947735191; 0.994413407821229; 0.9923184357541899; 0.5680933852140078; 0.6293103448275862; 0.5359666478236292; 0.6431095406360425; 0.7459016393442623; 0.5712266817410967; 0.8870886075949367; 0.9182389937106918; 0.8831236897274632
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.94791667 0.9375     0.9375     0.89583333 0.91666667]; 0.6375; 0.61875; 0.84875; 0.995850622406639; 1.0; 0.9958333333333333; 0.7010309278350515; 0.918918918918919; 0.6571338780641106; 0.7053140096618358; 0.8588235294117647; 0.6027450980392157; 0.8629671574178936; 0.9548872180451128; 0.8490146813417584
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.90625    0.91666667 0.88541667 0.91489362 0.82978723]; 0.6392405063291139; 0.7088607594936709; 0.8699494949494949; 1.0; 1.0; 1.0; 0.6779661016949152; 0.8333333333333334; 0.6550387596899225; 0.7676767676767677; 0.8941176470588236; 0.6936341659951651; 0.8789659224441834; 0.9468354430379747; 0.8701431623250326
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.86458333 0.9375     0.91489362 0.89361702 0.90425532]; 0.569620253164557; 0.5569620253164557; 0.8227848101265823; 0.9957805907172996; 0.9957805907172996; 0.9957805907172996; 0.6304347826086958; 0.6105263157894737; 0.5592314118629909; 0.6276595744680851; 0.7108433734939759; 0.5487550200803213; 0.8345153664302601; 0.8506024096385543; 0.8213012048192772
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; 4; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.77083333 0.66666667 0.6875     0.79787234 0.72340426]; 0.4620253164556962; 0.5316455696202531; 0.7424242424242424; 0.9094567404426559; 0.9495798319327731; 0.9054621848739496; 0.4910179640718562; 0.5324675324675324; 0.46376463043129706; 0.5194805194805195; 0.4819277108433735; 0.5342971887550201; 0.7506112469437652; 0.7713567839195979; 0.7422773767313725
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; 4; svd_trunc_diff; svdn; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.65625    0.62765957 0.64893617 0.72340426 0.72340426]; 0.5286624203821656; 0.5222929936305732; 0.7977099236641222; 0.9788135593220338; 0.9788135593220338; 0.9788135593220338; 0.5432098765432098; 0.6027397260273972; 0.5335127201565558; 0.5398773006134969; 0.6666666666666666; 0.5421245421245421; 0.8005018820577164; 0.8506666666666667; 0.800029197080292
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.61458333 0.58333333 0.66666667 0.77083333 0.6875    ]; 0.5875; 0.5125; 0.815; 0.9916666666666667; 0.9916666666666667; 0.9916666666666667; 0.6071428571428571; 0.5862068965517241; 0.5876239962210675; 0.5125; 0.5394736842105263; 0.5137844611528822; 0.8168316831683168; 0.8188585607940446; 0.8149708421098687
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.86458333 0.88541667 0.94791667 0.90425532 0.92553191]; 0.5949367088607594; 0.620253164556962; 0.8055555555555556; 0.9369747899159664; 0.9369747899159664; 0.9369747899159664; 0.6631578947368423; 0.7682926829268293; 0.5880937098844673; 0.6341463414634148; 0.7761194029850746; 0.6408069542397901; 0.8144578313253011; 0.8733850129198967; 0.8070628768303186
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.85416667 0.91666667 0.89583333 0.94791667 0.90625   ]; 0.65; 0.7125; 0.8725; 1.0; 1.0; 1.0; 0.6781609195402298; 0.7023809523809523; 0.6472431077694235; 0.7472527472527473; 0.8; 0.7066666666666666; 0.8779904306220095; 0.8973105134474327; 0.8719289140127189
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.9375     0.90625    0.95833333 0.90625    0.91666667]; 0.64375; 0.58125; 0.835; 0.9832635983263599; 0.9791666666666666; 0.9833333333333333; 0.6503067484662577; 0.6708860759493671; 0.6440850132833256; 0.5562913907284769; 0.5384615384615384; 0.5802063789868668; 0.8333333333333334; 0.8312342569269522; 0.8349719671731536
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.875      0.90277778 0.90277778 0.86805556 0.87323944]; 0.7196652719665272; 0.698744769874477; 0.8603678929765887; 0.9610027855153204; 0.9610027855153204; 0.9610027855153204; 0.7392996108949417; 0.7851239669421488; 0.7188331699117524; 0.7352941176470588; 0.78125; 0.6924268018018018; 0.8660785886126704; 0.8881578947368421; 0.8598952738990333
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; 6; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.95070423 0.95070423 0.90140845 0.96478873 0.90140845]; 0.6186440677966102; 0.6652542372881356; 0.8544839255499154; 0.995768688293371; 0.9943661971830986; 0.995774647887324; 0.7039473684210527; 0.9469026548672567; 0.6319879127994819; 0.7554179566563468; 0.9606299212598425; 0.6408654193455176; 0.87125748502994; 0.9781512605042016; 0.8536412179863427
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.88888889 0.9375     0.87323944 0.87323944 0.87323944]; 0.6008403361344538; 0.6260504201680672; 0.8344537815126051; 0.9816643159379408; 0.9747899159663865; 0.9817927170868348; 0.6090534979423867; 0.5873015873015873; 0.601686507936508; 0.6244725738396625; 0.6166666666666667; 0.626129943502825; 0.8343145500420522; 0.8225538971807629; 0.8346159605154241
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; 6; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.75352113 0.79577465 0.71126761 0.75352113]; 0.4661016949152542; 0.5169491525423728; 0.7969543147208121; 1.0; 1.0; 1.0; 0.5298507462686567; 0.5916666666666667; 0.4639367816091954; 0.5869565217391304; 0.6585365853658537; 0.5106842218864667; 0.8086124401913876; 0.8478260869565217; 0.7963445503275759
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; 6; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.69444444 0.70138889 0.66666667 0.61111111 0.65492958]; 0.5690376569037657; 0.5062761506276151; 0.8152173913043478; 1.0; 1.0; 1.0; 0.592885375494071; 0.5952380952380952; 0.5675305520438264; 0.5390625; 0.5948275862068966; 0.5087959069245864; 0.8198859005704972; 0.8369384359400999; 0.8151078734322349
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.57746479 0.64084507 0.62676056 0.66901408]; 0.5211864406779662; 0.5; 0.8045685279187818; 1.0; 1.0; 1.0; 0.5387755102040817; 0.5409836065573771; 0.5204918032786885; 0.48695652173913045; 0.49557522123893805; 0.4998201309446723; 0.8050632911392406; 0.8084745762711865; 0.8045751259734311
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.90972222 0.95070423 0.93661972 0.92253521 0.92253521]; 0.6286919831223629; 0.5569620253164557; 0.8372681281618887; 1.0; 1.0; 1.0; 0.6879432624113475; 0.7578125; 0.6174383600917431; 0.5783132530120482; 0.6371681415929203; 0.560519554667428; 0.8447304907481898; 0.8793969849246231; 0.8369820238714796
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.91666667 0.96527778 0.91549296 0.90140845 0.94366197]; 0.6554621848739496; 0.6680672268907563; 0.8605042016806723; 0.9929676511954995; 0.988795518207283; 0.9929971988795518; 0.594059405940594; 0.5217391304347826; 0.6511134676564158; 0.6425339366515838; 0.5966386554621849; 0.6680672268907564; 0.853615520282187; 0.8189509306260575; 0.8602267173998401
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.90972222 0.88888889 0.80555556 0.85416667 0.90277778]; 0.6041666666666666; 0.6; 0.83; 0.9820689655172414; 0.9888888888888889; 0.9819444444444445; 0.6387832699619771; 0.6412213740458015; 0.6004272007843686; 0.6097560975609756; 0.6147540983606558; 0.59974993053626; 0.8346839546191248; 0.8401305057096248; 0.8297756446776403
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.95263158 0.93684211 0.9        0.91578947 0.89893617]; 0.5886075949367089; 0.5348101265822784; 0.8246835443037974; 1.0; 1.0; 1.0; 0.6614583333333333; 0.8089171974522293; 0.5899931899210833; 0.6240409207161126; 0.7672955974842768; 0.5333293274045587; 0.8392338943702844; 0.9151898734177215; 0.8246835443037975
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; 8; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.93229167 0.91666667 0.94270833 0.93229167 0.91145833]; 0.65; 0.634375; 0.856875; 1.0; 1.0; 1.0; 0.6387096774193549; 0.7122302158273381; 0.6572200802893597; 0.6666666666666666; 0.7222222222222222; 0.6332630098452883; 0.8587291795188156; 0.8911651728553137; 0.8576704985155689
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.91145833 0.91666667 0.90104167 0.88541667 0.85263158]; 0.6426332288401254; 0.6865203761755486; 0.8652882205513784; 0.9989550679205852; 0.9979123173277662; 0.9989561586638831; 0.6545454545454544; 0.631578947368421; 0.6434921763869133; 0.6503496503496504; 0.6038961038961039; 0.6837662337662338; 0.8633184996821361; 0.8445273631840796; 0.865445499773858
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.69270833 0.765625   0.69791667 0.66666667 0.72916667]; 0.528125; 0.50625; 0.806875; 1.0; 1.0; 1.0; 0.5840220385674931; 0.6347305389221557; 0.5232476224022543; 0.5536723163841808; 0.6012269938650306; 0.5044351529834707; 0.815742397137746; 0.8444444444444444; 0.8063994374120956
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.71354167 0.66145833 0.71578947 0.6        0.68421053]; 0.5283018867924528; 0.5251572327044025; 0.7974842767295598; 0.9780564263322885; 0.9811320754716981; 0.9779874213836478; 0.5426829268292683; 0.5816993464052288; 0.5302436125965538; 0.5673352435530087; 0.5789473684210527; 0.5207662012173291; 0.8029375764993881; 0.818976279650437; 0.7973208394449903
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.671875   0.65263158 0.66315789 0.69473684]; 0.5283018867924528; 0.5377358490566038; 0.8; 0.9781021897810218; 0.9832285115303984; 0.9779874213836478; 0.5222929936305732; 0.5061728395061729; 0.5287274453941121; 0.521172638436482; 0.5369127516778524; 0.5376871450696954; 0.7987341772151899; 0.800761421319797; 0.8000066458219932
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; 8; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.85263158 0.88421053 0.91052632 0.91052632 0.90526316]; 0.620253164556962; 0.5664556962025317; 0.8065739570164349; 0.9480381760339343; 0.9410526315789474; 0.9484210526315789; 0.679144385026738; 0.7426900584795322; 0.6092760637225246; 0.6028985507246376; 0.6797385620915033; 0.5699306307390032; 0.8158844765342961; 0.8485607008760951; 0.8061449736819811
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; 8; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.88020833 0.91145833 0.86979167 0.90104167 0.87368421]; 0.6050156739811913; 0.6739811912225705; 0.8458646616541353; 0.9832985386221295; 0.9832985386221295; 0.9832985386221295; 0.5987261146496815; 0.5875; 0.6050707547169811; 0.6829268292682927; 0.6871165644171779; 0.6736864873367941; 0.8462500000000001; 0.844139650872818; 0.8458733518847718
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.88020833 0.92105263 0.87368421 0.84736842 0.87894737]; 0.6246056782334385; 0.6435331230283912; 0.8423707440100883; 0.980891719745223; 0.9705882352941176; 0.98109243697479; 0.6510263929618768; 0.6686746987951807; 0.6224168195962658; 0.6666666666666666; 0.7197452229299363; 0.6442476114649681; 0.8458692971639951; 0.8585732165206508; 0.84224721817138
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.89583333 0.8875     0.89495798 0.90756303 0.88235294]; 0.6078431372549019; 0.6050420168067226; 0.8370020964360587; 0.9749582637729549; 0.9782244556113903; 0.9748743718592966; 0.6759259259259259; 0.7849462365591398; 0.6000754574608564; 0.6697892271662763; 0.8362573099415205; 0.6143652141105451; 0.8488089450656295; 0.9150943396226415; 0.8370020964360587
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8875     0.90833333 0.88235294 0.90756303 0.92857143]; 0.6834733893557423; 0.6778711484593838; 0.8715932914046122; 0.9857262804366078; 0.983249581239531; 0.9857621440536013; 0.7196029776674938; 0.7754010695187166; 0.6788770053475935; 0.6900269541778975; 0.7529411764705882; 0.681283422459893; 0.8753180661577608; 0.9014675052410901; 0.8715932914046121
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.90416667 0.92436975 0.87394958 0.93697479 0.92857143]; 0.6089385474860335; 0.6201117318435754; 0.8553459119496856; 1.0; 1.0; 1.0; 0.6517412935323382; 0.7043010752688172; 0.6050575143785947; 0.6548223350253806; 0.75; 0.625; 0.8611670020120725; 0.8972746331236897; 0.8553459119496856
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.71008403 0.69327731 0.65966387 0.67647059 0.70588235]; 0.532033426183844; 0.5236768802228412; 0.7646750524109015; 0.9117174959871589; 0.9546218487394958; 0.9075630252100841; 0.5942028985507246; 0.7454545454545455; 0.5479850046860356; 0.619153674832962; 0.7164948453608248; 0.5067322711652609; 0.7871028923660502; 0.870020964360587; 0.7646750524109014
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; 10; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70833333 0.7        0.70416667 0.675      0.71428571]; 0.49014084507042255; 0.5380281690140845; 0.8191823899371069; 1.0; 1.0; 1.0; 0.580046403712297; 0.7225433526011561; 0.4958870609159627; 0.6203703703703705; 0.7362637362637363; 0.5328717525249318; 0.8326055312954876; 0.89937106918239; 0.8191823899371069
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.64285714 0.61344538 0.61764706 0.69915254]; 0.5222222222222223; 0.5361111111111111; 0.8092243186582809; 0.978902953586498; 0.9764309764309764; 0.9789562289562289; 0.5222222222222221; 0.4973544973544973; 0.5235310498468393; 0.5187319884726225; 0.5263157894736842; 0.5356446672236146; 0.8076109936575053; 0.80083857442348; 0.8092243186582809
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; 10; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.82916667 0.88333333 0.875      0.87916667 0.875     ]; 0.6045197740112994; 0.5706214689265536; 0.8039832285115304; 0.9315525876460768; 0.93; 0.9316666666666668; 0.6818181818181818; 0.8021390374331551; 0.5926862851836434; 0.6346153846153847; 0.7904191616766467; 0.582375356239393; 0.8179162609542356; 0.8805031446540881; 0.8039832285115304
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; 10; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.87083333 0.89583333 0.90833333 0.92083333 0.91666667]; 0.596045197740113; 0.6751412429378532; 0.85062893081761; 0.9777411376751853; 0.9883333333333333; 0.9775; 0.6285714285714286; 0.711764705882353; 0.6004475703324809; 0.713216957605985; 0.7771739130434783; 0.6709398976982097; 0.8574287143571786; 0.8983228511530398; 0.85062893081761
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.91176471 0.91176471 0.89495798 0.88655462 0.8907563 ]; 0.6852367688022284; 0.6713091922005571; 0.8668763102725366; 0.9807852965747703; 0.9865546218487395; 0.980672268907563; 0.7109974424552429; 0.7595628415300546; 0.6837586934922999; 0.7107843137254902; 0.8238636363636364; 0.6742269001490313; 0.872745490981964; 0.9129979035639413; 0.8668763102725368
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.85763889 0.87062937 0.87762238 0.86013986 0.8951049 ]; 0.680672268907563; 0.6680672268907563; 0.9187631027253669; 1.0; 1.0; 1.0; 0.7054263565891473; 0.7711864406779662; 0.6814265536723165; 0.6852589641434262; 0.7166666666666667; 0.6676553672316385; 0.9201442555383824; 0.9360587002096437; 0.9187631027253668
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.85664336 0.89160839 0.90559441 0.87762238 0.86267606]; 0.6291666666666667; 0.6583333333333333; 0.90041928721174; 0.9866479269149684; 0.9831932773109243; 0.9866946778711485; 0.6810035842293907; 0.8636363636363636; 0.6472027972027973; 0.722972972972973; 0.823076923076923; 0.6433566433566433; 0.9049049049049048; 0.9475890985324947; 0.9004192872117401
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.85763889 0.88461538 0.90559441 0.90909091 0.8951049 ]; 0.680672268907563; 0.6470588235294118; 0.9056603773584906; 0.986111111111111; 0.9916201117318436; 0.9860335195530726; 0.7076923076923077; 0.7666666666666667; 0.6799435028248587; 0.6744186046511628; 0.7372881355932204; 0.6478107344632769; 0.9080694586312563; 0.9318658280922432; 0.9056603773584906
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68055556 0.70138889 0.6993007  0.70979021 0.67832168]; 0.5443037974683544; 0.5274261603375527; 0.8846960167714885; 1.0; 1.0; 1.0; 0.5714285714285714; 0.5901639344262295; 0.5429080541696365; 0.5555555555555556; 0.6086956521739131; 0.5297576621525303; 0.8864809081527347; 0.90041928721174; 0.8846960167714885
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; 12; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70833333 0.67013889 0.64685315 0.65034965 0.63636364]; 0.5907172995780591; 0.5063291139240507; 0.8878406708595388; 1.0; 1.0; 1.0; 0.5872340425531916; 0.5702479338842975; 0.5911584497007694; 0.5263157894736842; 0.5603448275862069; 0.5074451410658307; 0.8883089770354906; 0.8920335429769392; 0.8878406708595387
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65384615 0.62937063 0.64685315 0.71328671 0.75      ]; 0.5541666666666667; 0.5541666666666667; 0.8689727463312369; 0.9749303621169917; 0.9803921568627451; 0.9747899159663866; 0.5523012552301256; 0.528; 0.555304347826087; 0.5668016194331984; 0.6086956521739131; 0.5563478260869565; 0.8699271592091571; 0.8763102725366876; 0.8689727463312369
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.88811189 0.84965035 0.86713287 0.87762238 0.86619718]; 0.6125; 0.6166666666666667; 0.860587002096436; 0.9429175475687104; 0.9369747899159664; 0.9432773109243697; 0.649056603773585; 0.671875; 0.6082589285714286; 0.6; 0.6160714285714286; 0.6166294642857143; 0.8610240334378265; 0.8637316561844863; 0.860587002096436
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; 12; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88811189 0.8951049  0.88811189 0.89160839 0.88111888]; 0.6903765690376569; 0.6443514644351465; 0.8977987421383647; 0.9748251748251748; 0.9748251748251748; 0.9748251748251748; 0.7238805970149254; 0.7886178861788617; 0.687412391365293; 0.6816479400749063; 0.7844827586206896; 0.6483389402859545; 0.900763358778626; 0.9276729559748428; 0.8977987421383647
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.87762238 0.85664336 0.86363636 0.85314685 0.86971831]; 0.6916666666666667; 0.65; 0.8946540880503144; 0.9696113074204947; 0.9607843137254902; 0.9698879551820728; 0.7175572519083969; 0.734375; 0.6886160714285714; 0.641025641025641; 0.6696428571428571; 0.6512276785714286; 0.8948194662480377; 0.8962264150943396; 0.8946540880503145
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.89583333 0.89583333 0.88541667 0.87234043 0.87234043]; 0.5632911392405063; 0.5886075949367089; 0.8308080808080808; 1.0; 1.0; 1.0; 0.6145251396648046; 0.7236842105263158; 0.5691591784338896; 0.6285714285714286; 0.7857142857142857; 0.6087662337662337; 0.8385542168674699; 0.90625; 0.8330269607843137
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; 4; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.82291667 0.76041667 0.82291667 0.82291667 0.75      ]; 0.6875; 0.725; 0.87875; 0.9937369519832986; 0.9916666666666667; 0.99375; 0.6575342465753424; 0.5783132530120482; 0.6917540291034268; 0.6857142857142857; 0.6486486486486487; 0.7196731615336267; 0.873202614379085; 0.8413098236775819; 0.8784712890100068
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.71875    0.84375    0.79166667 0.76041667 0.78125   ]; 0.68125; 0.65625; 0.83875; 0.951578947368421; 0.9416666666666667; 0.9520833333333334; 0.7213114754098361; 0.7586206896551724; 0.6738308927727917; 0.6857142857142857; 0.8108108108108109; 0.6670333123821497; 0.8451380552220886; 0.8778054862842892; 0.8386521165757286
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.55208333 0.625      0.52083333 0.61458333 0.51041667]; 0.61875; 0.5375; 0.5825; 0.5756929637526652; 0.5625; 0.5854166666666667; 0.5906040268456376; 0.5365853658536586; 0.6208567854909318; 0.47887323943661975; 0.4533333333333333; 0.5325490196078432; 0.5605263157894737; 0.5365239294710328; 0.5821577463732336
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; 4; svd_trunc_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.52083333 0.46875    0.56382979 0.54255319 0.4787234 ]; 0.4936708860759494; 0.5253164556962026; 0.8037974683544303; 1.0; 1.0; 1.0; 0.5604395604395604; 0.6375; 0.49182692307692305; 0.61139896373057; 0.7283950617283951; 0.5200416867083534; 0.817432273262662; 0.871859296482412; 0.8032765870167162
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.58333333 0.53125    0.47916667 0.47916667 0.62765957]; 0.5283018867924528; 0.4968553459119497; 0.8027638190954773; 0.99581589958159; 0.99581589958159; 0.99581589958159; 0.5562130177514792; 0.5402298850574713; 0.5270593869731801; 0.48051948051948057; 0.47435897435897434; 0.4964387464387465; 0.8039950062421973; 0.7970297029702971; 0.8028515861790261
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.71875    0.82291667 0.6875     0.82978723 0.76595745]; 0.6012658227848101; 0.6582278481012658; 0.7348484848484849; 0.8121212121212121; 0.8445378151260504; 0.8046218487394958; 0.6865671641791045; 0.8313253012048193; 0.588995983935743; 0.6823529411764705; 0.7945205479452054; 0.6678485092667205; 0.7575057736720554; 0.8324873096446701; 0.7353391322092697
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.8125     0.80208333 0.70833333 0.79166667 0.72916667]; 0.5625; 0.6; 0.82; 0.978813559322034; 0.9625; 0.9791666666666666; 0.5783132530120482; 0.5647058823529412; 0.5623529411764706; 0.6; 0.5853658536585366; 0.600375234521576; 0.8195488721804511; 0.8034398034398035; 0.8202949653331333
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.80208333 0.81914894 0.82978723 0.78723404]; 0.6582278481012658; 0.6265822784810127; 0.839240506329114; 0.9700854700854701; 0.9578059071729957; 0.9704641350210971; 0.7272727272727273; 0.8470588235294118; 0.6427074939564867; 0.6974358974358973; 0.8192771084337349; 0.6163052208835341; 0.8524970963995353; 0.9061728395061729; 0.8375020041686708
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; 6; svd_trunc_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.81944444 0.81944444 0.86111111 0.84722222 0.84507042]; 0.6903765690376569; 0.6150627615062761; 0.8160535117056856; 0.923943661971831; 0.9136490250696379; 0.9247910863509748; 0.6864406779661016; 0.7105263157894737; 0.6912631578947368; 0.6166666666666666; 0.6065573770491803; 0.6152445004904021; 0.8145025295109611; 0.8117647058823529; 0.8160321033571498
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; 6; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.83098592 0.85915493 0.80985915 0.88028169 0.83098592]; 0.6483050847457628; 0.635593220338983; 0.8527918781725888; 0.9929078014184397; 0.9859154929577465; 0.9929577464788732; 0.7025089605734767; 0.7424242424242424; 0.6356351981351982; 0.653225806451613; 0.6982758620689655; 0.6366379310344827; 0.8587662337662338; 0.8772802653399668; 0.8522843468323322
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.8125     0.73611111 0.77083333 0.73611111 0.78472222]; 0.675; 0.6416666666666667; 0.86; 0.9944444444444445; 0.9944444444444445; 0.9944444444444445; 0.6776859504132232; 0.6356589147286822; 0.6781898177247014; 0.6293103448275862; 0.6083333333333333; 0.6416666666666667; 0.8592964824120604; 0.8423645320197044; 0.8602685604260959
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; 6; svd_trunc_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.50694444 0.47887324 0.54225352 0.64084507]; 0.5; 0.5168067226890757; 0.5689075630252101; 0.6304635761589404; 0.6666666666666666; 0.6092436974789915; 0.5062240663900415; 0.46923076923076923; 0.5031339031339032; 0.5267489711934157; 0.5765765765765766; 0.5205717528552174; 0.585956416464891; 0.6070234113712375; 0.5687144083883215
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.54861111 0.5        0.5625     0.5625    ]; 0.5; 0.5333333333333333; 0.8066666666666666; 1.0; 1.0; 1.0; 0.5312500000000001; 0.6017699115044248; 0.5056093652010313; 0.5725190839694657; 0.6578947368421053; 0.5392648287385129; 0.8126009693053312; 0.8568994889267462; 0.8077319630604367
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.60416667 0.45138889 0.4375     0.55555556 0.54166667]; 0.45; 0.5041666666666667; 0.7825; 0.9861878453038674; 0.9916666666666667; 0.986111111111111; 0.4406779661016949; 0.4262295081967213; 0.450402889691581; 0.5142857142857143; 0.504; 0.5041739130434783; 0.783402489626556; 0.7775947281713345; 0.7825579037146723
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.84027778 0.80555556 0.79577465 0.82394366 0.83098592]; 0.6302521008403361; 0.7226890756302521; 0.8428571428571429; 0.9530583214793742; 0.938375350140056; 0.9537815126050421; 0.648; 0.6532258064516129; 0.6292444821731749; 0.7179487179487181; 0.7304347826086957; 0.7229409685401201; 0.8424599831508004; 0.8389261744966443; 0.8428637606489955
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.82638889 0.78873239 0.84507042 0.80985915 0.74647887]; 0.6033755274261603; 0.6624472573839663; 0.8440134907251264; 0.984352773826458; 0.9719101123595506; 0.9845505617977528; 0.5803571428571429; 0.5803571428571429; 0.6021785714285715; 0.6875; 0.6666666666666666; 0.6619047619047619; 0.8436179205409975; 0.8316666666666667; 0.8441609783845279
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.84507042 0.76760563 0.86619718 0.77464789 0.83098592]; 0.6779661016949152; 0.6313559322033898; 0.8401015228426396; 0.9625360230547549; 0.9408450704225352; 0.9633802816901409; 0.7142857142857143; 0.7480314960629921; 0.672180885646175; 0.6561264822134386; 0.6916666666666667; 0.6303160919540229; 0.8441879637262985; 0.8504983388704319; 0.8399043418490091
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; 8; svd_trunc_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.81770833 0.78947368 0.81052632 0.8        0.75789474]; 0.580441640378549; 0.6056782334384858; 0.8209331651954602; 0.972457627118644; 0.9642857142857143; 0.9726890756302521; 0.6580976863753214; 0.7852760736196319; 0.5744562186279978; 0.6770025839793282; 0.81875; 0.603642515923567; 0.8348837209302326; 0.8986232790988736; 0.8203408644541381
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; 8; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.75       0.81770833 0.77083333 0.8125     0.75789474]; 0.6677115987460815; 0.7053291536050157; 0.843358395989975; 0.9465811965811965; 0.9248434237995825; 0.9478079331941546; 0.6748466257668712; 0.6918238993710691; 0.6677869496855345; 0.6824324324324325; 0.6516129032258065; 0.7038552321007081; 0.8395378690629012; 0.8247162673392182; 0.843242317978451
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.80526316 0.81578947 0.76315789 0.71578947 0.77894737]; 0.6360759493670886; 0.620253164556962; 0.8249051833122629; 0.9555084745762712; 0.9494736842105264; 0.9557894736842104; 0.6723646723646723; 0.7375; 0.634775641025641; 0.6531791907514451; 0.7290322580645161; 0.6222801041875375; 0.8312004875076173; 0.8632911392405064; 0.824953650428334
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; 8; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.56315789 0.56315789 0.59473684 0.61052632 0.55851064]; 0.5443037974683544; 0.47151898734177217; 0.7037974683544304; 0.8383110195674562; 0.8586497890295358; 0.8343881856540084; 0.5555555555555557; 0.5389221556886228; 0.5446288630792107; 0.4488448844884489; 0.43870967741935485; 0.4709076337407333; 0.707133917396746; 0.7097989949748744; 0.7037515383037637
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; 8; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.546875   0.5625     0.57368421 0.51052632 0.57368421]; 0.559748427672956; 0.5031446540880503; 0.8088050314465409; 0.9936974789915966; 0.9916142557651991; 0.9937106918238994; 0.6022727272727273; 0.6583850931677019; 0.5584919096411758; 0.5380116959064327; 0.609271523178808; 0.5082285759606615; 0.8153098420413122; 0.8504435994930292; 0.8091169308326569
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.58854167 0.55263158 0.51052632 0.57368421 0.58421053]; 0.555205047318612; 0.5205047318611987; 0.8083228247162674; 0.9885057471264368; 0.9936974789915967; 0.9884453781512604; 0.5816023738872403; 0.620253164556962; 0.5554096011464056; 0.5581395348837209; 0.6114649681528662; 0.5213574840764331; 0.8144078144078144; 0.843236409608091; 0.8084106576342343
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.83157895 0.84736842 0.84736842 0.78421053 0.86170213]; 0.6708860759493671; 0.6708860759493671; 0.8310126582278481; 0.9371671991480299; 0.9282700421940928; 0.9377637130801687; 0.6510067114093959; 0.6339869281045751; 0.6697542002486065; 0.7078651685393259; 0.7455621301775148; 0.6652980718914785; 0.832391713747646; 0.8329145728643216; 0.8309981027586913
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; 8; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.828125   0.81770833 0.72916667 0.796875   0.80208333]; 0.6; 0.60625; 0.80375; 0.9349240780911063; 0.8979166666666667; 0.9375; 0.5555555555555556; 0.5063291139240507; 0.5988435693077043; 0.5961538461538461; 0.58125; 0.60625; 0.7936925098554535; 0.7568922305764411; 0.8036331477071732
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.82291667 0.796875   0.765625   0.77894737 0.8       ]; 0.5691823899371069; 0.5566037735849056; 0.7889447236180904; 0.9379014989293362; 0.9163179916317992; 0.9393305439330544; 0.5537459283387622; 0.5629139072847682; 0.5688821033429828; 0.5714285714285714; 0.5562130177514792; 0.5566299988086255; 0.7859872611464969; 0.7731829573934837; 0.7889844258000165
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; 10; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.82083333 0.7625     0.79166667 0.8487395  0.74789916]; 0.6573033707865169; 0.6460674157303371; 0.799266247379455; 0.8806366047745358; 0.8327759197324415; 0.8871237458193981; 0.6592178770949721; 0.644808743169399; 0.6576644871916358; 0.6379310344827586; 0.6416184971098265; 0.6459458605767713; 0.7915078933043005; 0.7620545073375262; 0.799266247379455
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8        0.80672269 0.77310924 0.80672269 0.79411765]; 0.6871508379888268; 0.6731843575418994; 0.8532494758909853; 0.9562982005141388; 0.9362416107382551; 0.9572147651006712; 0.6433121019108281; 0.5838150289017341; 0.6837994063427588; 0.6588921282798834; 0.6108108108108108; 0.6753476019371973; 0.8464912280701754; 0.8092243186582809; 0.8532494758909853
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.7605042  0.81932773 0.77310924 0.76470588 0.76890756]; 0.6350974930362117; 0.637883008356546; 0.8317610062893082; 0.9486301369863014; 0.9310924369747899; 0.9495798319327732; 0.7015945330296128; 0.8603351955307262; 0.6357231533209187; 0.6976744186046512; 0.8333333333333334; 0.6373370577281192; 0.8424153166421208; 0.89937106918239; 0.8317610062893082
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.56722689 0.57142857 0.55462185 0.54201681 0.55084746]; 0.44722222222222224; 0.5583333333333333; 0.5801886792452831; 0.6441767068273092; 0.6750841750841751; 0.6271043771043772; 0.4547945205479452; 0.45604395604395603; 0.4471231016174836; 0.5643835616438356; 0.5786516853932584; 0.5585566119273985; 0.5944303797468354; 0.6153039832285115; 0.580188679245283
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; 10; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55882353 0.58823529 0.55462185 0.6092437  0.53389831]; 0.5444444444444444; 0.5111111111111111; 0.8128930817610063; 0.9856540084388185; 0.9831649831649831; 0.9856902356902357; 0.5751295336787564; 0.6342857142857142; 0.5468725868725869; 0.5686274509803921; 0.6270270270270271; 0.5077992277992278; 0.8196058615462355; 0.850104821802935; 0.8128930817610063
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.51260504 0.54201681 0.5        0.54621849 0.52542373]; 0.5333333333333333; 0.5305555555555556; 0.8165618448637316; 0.9891213389121339; 0.9949494949494949; 0.989057239057239; 0.5483870967741936; 0.6219512195121951; 0.5405674464907915; 0.5888077858880778; 0.6173469387755102; 0.5220881035340965; 0.8230535894843277; 0.8532494758909853; 0.8165618448637317
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; 10; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.77731092 0.80252101 0.75210084 0.78151261 0.80084746]; 0.6916666666666667; 0.6611111111111111; 0.8212788259958071; 0.9081632653061225; 0.898989898989899; 0.9090909090909091; 0.7299270072992702; 0.819672131147541; 0.6894970825229232; 0.6772486772486772; 0.7231638418079096; 0.6621283689913865; 0.8264631043256998; 0.8511530398322851; 0.8212788259958071
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; 10; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.825      0.82083333 0.825      0.82352941 0.78571429]; 0.6235955056179775; 0.6460674157303371; 0.8417190775681341; 0.964406779661017; 0.9515050167224081; 0.9648829431438126; 0.654639175257732; 0.7559523809523809; 0.6306357649442755; 0.6985645933014354; 0.776595744680851; 0.6382978723404256; 0.8479355488418933; 0.8825995807127882; 0.8417190775681341
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.79166667 0.80416667 0.77916667 0.81666667 0.75210084]; 0.6366197183098592; 0.6422535211267606; 0.8432914046121593; 0.9634042553191489; 0.9449081803005008; 0.9641068447412353; 0.6734177215189874; 0.7; 0.6318181818181818; 0.650137741046832; 0.7151515151515152; 0.647049441786284; 0.8453181583031557; 0.8563941299790356; 0.8432914046121593
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; 12; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.80208333 0.8041958  0.8006993  0.75524476 0.82167832]; 0.5714285714285714; 0.5462184873949579; 0.8034591194968553; 0.8792977322604243; 0.8393854748603352; 0.8847765363128492; 0.5920000000000001; 0.6607142857142857; 0.5763888888888888; 0.5846153846153845; 0.6031746031746031; 0.5426587301587302; 0.8002131060202451; 0.7872117400419287; 0.8034591194968553
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; 12; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.78472222 0.77430556 0.74825175 0.75524476]; 0.6779661016949152; 0.6610169491525424; 0.8831236897274634; 0.9519713261648746; 0.924791086350975; 0.9533426183844012; 0.7031250000000001; 0.75; 0.6767241379310345; 0.68503937007874; 0.75; 0.6624999999999999; 0.8829396325459318; 0.8815513626834381; 0.8831236897274634
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.78125    0.76923077 0.74825175 0.79020979 0.78321678]; 0.634453781512605; 0.6680672268907563; 0.899895178197065; 0.9824314827828531; 0.9762569832402235; 0.9825418994413408; 0.6297872340425531; 0.592; 0.6367079646017698; 0.6638297872340425; 0.6902654867256637; 0.6691327433628318; 0.8991019545694665; 0.8920335429769392; 0.8998951781970649
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.54166667 0.53496503 0.51398601 0.55594406 0.57692308]; 0.49159663865546216; 0.4957983193277311; 0.75; 0.8422459893048129; 0.8798882681564246; 0.8351955307262571; 0.5020576131687243; 0.5; 0.4913793103448275; 0.49579831932773105; 0.5086206896551724; 0.49611362351611077; 0.7587253414264037; 0.7861635220125787; 0.75
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5034965  0.55944056 0.55244755 0.56293706 0.52816901]; 0.5416666666666666; 0.5791666666666667; 0.8873165618448637; 0.9971949509116409; 0.9957983193277311; 0.9971988795518207; 0.6014492753623188; 0.6974789915966386; 0.5429543718313772; 0.6217228464419476; 0.6859504132231405; 0.5782693242586291; 0.8908075165058404; 0.9192872117400419; 0.8873165618448637
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.55244755 0.51048951 0.59090909 0.52797203 0.53521127]; 0.5208333333333334; 0.5625; 0.8647798742138365; 0.9734265734265735; 0.9747899159663865; 0.9733893557422969; 0.5106382978723404; 0.47244094488188976; 0.5238310919099715; 0.5374449339207048; 0.5398230088495575; 0.5612500871019441; 0.8636363636363635; 0.8563941299790356; 0.8647798742138365
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.82291667 0.80208333 0.81468531 0.76573427 0.77272727]; 0.6329113924050633; 0.6286919831223629; 0.839098532494759; 0.9061166429587482; 0.8884239888423989; 0.9079497907949792; 0.6614785992217899; 0.7024793388429752; 0.6314120832145911; 0.6480000000000001; 0.6982758620689655; 0.6301296665716729; 0.8395190799790904; 0.8417190775681341; 0.8390985324947589
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76573427 0.77622378 0.75174825 0.77972028 0.72887324]; 0.7583333333333333; 0.7458333333333333; 0.9166666666666666; 0.9714693295292439; 0.9537815126050421; 0.9719887955182074; 0.7835820895522388; 0.8203125; 0.75390625; 0.7404255319148936; 0.7767857142857143; 0.7477678571428572; 0.9165354330708662; 0.9150943396226415; 0.9166666666666666
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76223776 0.76223776 0.70979021 0.76573427 0.76408451]; 0.6625; 0.6916666666666667; 0.8873165618448637; 0.9572039942938658; 0.9397759103641457; 0.9579831932773109; 0.6988847583643122; 0.831858407079646; 0.6718347153508466; 0.7516778523489933; 0.8818897637795275; 0.6798829349871089; 0.8908075165058404; 0.9192872117400419; 0.8873165618448637
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.73958333 0.70833333 0.85106383 0.71276596 0.71276596]; 0.6075949367088608; 0.5063291139240507; 0.8088607594936709; 0.9766454352441614; 0.9704641350210971; 0.9767932489451477; 0.6702127659574468; 0.7159090909090909; 0.5936688311688312; 0.5301204819277109; 0.6111111111111112; 0.5148578811369509; 0.816969696969697; 0.8488664987405542; 0.8086571679453407
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; 4; svd_trunc_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.76041667 0.73958333 0.70212766 0.70212766]; 0.6139240506329114; 0.6645569620253164; 0.8042929292929293; 0.9098901098901099; 0.8697478991596639; 0.9138655462184875; 0.6013071895424836; 0.6666666666666666; 0.6198501872659176; 0.6826347305389221; 0.6705882352941176; 0.66406124093473; 0.8; 0.7908163265306123; 0.8041581632653061
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.72916667 0.625      0.73958333 0.64583333 0.59375   ]; 0.575; 0.575; 0.81875; 0.9810526315789473; 0.9708333333333333; 0.98125; 0.5903614457831327; 0.6125; 0.575; 0.5641025641025641; 0.5866666666666667; 0.5756862745098039; 0.8180677540777916; 0.8253164556962025; 0.8188310673542741
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.52083333 0.51041667 0.51041667 0.42708333 0.52083333]; 0.4875; 0.50625; 0.72; 0.869022869022869; 0.8708333333333333; 0.86875; 0.5060240963855421; 0.6; 0.5; 0.5433526011560694; 0.5222222222222223; 0.503968253968254; 0.7268292682926829; 0.745; 0.7200000000000001
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; 4; svd_trunc_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.4893617  0.4893617  0.53191489 0.56382979 0.57446809]; 0.5064102564102564; 0.5192307692307693; 0.8056265984654731; 1.0; 1.0; 1.0; 0.48322147651006714; 0.5070422535211268; 0.5064623032311516; 0.5714285714285714; 0.5747126436781609; 0.5119940029985007; 0.8085642317380352; 0.816793893129771; 0.8055691830687416
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.58333333 0.48958333 0.53125    0.5        0.60638298]; 0.4873417721518987; 0.5063291139240507; 0.7967171717171717; 0.9957983193277311; 0.9957983193277311; 0.9957983193277311; 0.4563758389261745; 0.4473684210526316; 0.48587933247753534; 0.5568181818181819; 0.5212765957446809; 0.5028257978723405; 0.7990012484394506; 0.7843137254901961; 0.7971047794117646
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; 4; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.84375    0.77083333 0.77083333 0.73958333 0.70833333]; 0.59375; 0.60625; 0.70875; 0.7651006711409397; 0.7125; 0.78125; 0.49612403100775193; 0.4050632911392405; 0.5914205344585092; 0.5401459854014599; 0.4157303370786517; 0.6304003798069314; 0.6732117812061711; 0.5882352941176471; 0.7112094837935174
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.83333333 0.72916667 0.82978723 0.78723404 0.82978723]; 0.5886075949367089; 0.620253164556962; 0.8151898734177215; 0.9550321199143469; 0.9409282700421941; 0.9556962025316457; 0.624277456647399; 0.7397260273972602; 0.5992747784045125; 0.6590909090909091; 0.7733333333333333; 0.6276305220883533; 0.821078431372549; 0.8701298701298701; 0.8165464165464165
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.67708333 0.77083333 0.64583333 0.71875   ]; 0.56875; 0.61875; 0.81; 0.9541666666666666; 0.9541666666666667; 0.9541666666666666; 0.48120300751879697; 0.4444444444444444; 0.5574494949494949; 0.5850340136054423; 0.5180722891566265; 0.6226725082146769; 0.8; 0.769620253164557; 0.8095014846069699
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; 6; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.72535211 0.6971831  0.71830986 0.6971831  0.73943662]; 0.6059322033898306; 0.652542372881356; 0.8519458544839256; 1.0; 1.0; 1.0; 0.654275092936803; 0.7394957983193278; 0.6047906342023989; 0.6796875; 0.7435897435897436; 0.6533074768368886; 0.8582995951417004; 0.8967851099830795; 0.8519458544839256
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; 6; svd_trunc_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.75       0.67361111 0.70833333 0.70833333 0.72916667]; 0.6375; 0.6; 0.8; 0.9182209469153515; 0.8888888888888888; 0.9208333333333333; 0.5797101449275363; 0.5454545454545454; 0.6304195804195805; 0.5514018691588783; 0.472; 0.6055652173913043; 0.7853309481216457; 0.7378151260504202; 0.7994860754219042
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.72916667 0.70138889 0.75352113 0.76056338 0.71830986]; 0.6680672268907563; 0.5756302521008403; 0.8159663865546218; 0.9446808510638298; 0.9327731092436975; 0.9453781512605042; 0.7106227106227105; 0.782258064516129; 0.663058856819468; 0.5976095617529881; 0.6048387096774194; 0.5743491794001132; 0.8218063466232709; 0.8347107438016529; 0.8156459701914248
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; 6; svd_trunc_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.56944444 0.57746479 0.55633803 0.57746479 0.54225352]; 0.4767932489451477; 0.45569620253164556; 0.7133220910623946; 0.8762446657183499; 0.8651685393258427; 0.877808988764045; 0.44144144144144143; 0.44144144144144143; 0.47468897468897464; 0.42666666666666664; 0.41739130434782606; 0.45459729151817535; 0.7043478260869566; 0.6958762886597938; 0.7130043694954598
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.41666667 0.47222222 0.55555556 0.53472222 0.49305556]; 0.4583333333333333; 0.5583333333333333; 0.8033333333333333; 1.0; 1.0; 1.0; 0.38679245283018865; 0.3360655737704918; 0.4604056682411781; 0.4952380952380952; 0.45614035087719296; 0.5534670008354219; 0.7933450087565674; 0.7600671140939598; 0.8030468020800925
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.51388889 0.51388889 0.50694444 0.55555556 0.5       ]; 0.4769874476987448; 0.5481171548117155; 0.802675585284281; 0.9958158995815899; 0.9944289693593314; 0.9958217270194987; 0.4019138755980861; 0.37168141592920356; 0.47155499367888754; 0.5221238938053097; 0.4573643410852713; 0.5559548978153629; 0.795138888888889; 0.762063227953411; 0.8028803534725039
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; 6; svd_trunc_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.79166667 0.75694444 0.80985915 0.78873239 0.72535211]; 0.634453781512605; 0.592436974789916; 0.7344537815126051; 0.824; 0.865546218487395; 0.815126050420168; 0.7109634551495017; 0.823076923076923; 0.6152421652421652; 0.657243816254417; 0.7948717948717948; 0.5957830048739139; 0.7631184407796101; 0.8427152317880795; 0.7327910629930159
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; 6; svd_trunc_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.78873239 0.73943662 0.73239437 0.71830986 0.73943662]; 0.6567796610169492; 0.6016949152542372; 0.8155668358714044; 0.9375907111756169; 0.9098591549295775; 0.9394366197183099; 0.6161137440758293; 0.6074766355140186; 0.6525755270593349; 0.587719298245614; 0.536; 0.6058378378378378; 0.8067375886524822; 0.7751277683134583; 0.8152949765937039
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.75       0.77777778 0.72916667 0.74305556 0.73943662]; 0.5815899581589958; 0.6150627615062761; 0.8051839464882943; 0.9424964936886396; 0.935933147632312; 0.9428969359331476; 0.576271186440678; 0.5354330708661418; 0.5846808211473565; 0.5576923076923077; 0.5087719298245614; 0.6103859649122807; 0.798617113223855; 0.77; 0.8053020134228188
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; 8; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66315789 0.71052632 0.72105263 0.65263158 0.64210526]; 0.6107594936708861; 0.560126582278481; 0.7016434892541087; 0.7784810126582279; 0.7768421052631579; 0.7789473684210527; 0.6144200626959248; 0.6758620689655173; 0.6157088122605364; 0.5971014492753622; 0.6058823529411764; 0.5563658340048349; 0.707196029776675; 0.7215189873417721; 0.7016685845799769
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.73958333 0.75       0.72631579 0.72105263 0.73157895]; 0.6540880503144654; 0.5691823899371069; 0.8182389937106919; 0.9552238805970149; 0.939203354297694; 0.9559748427672955; 0.6099290780141844; 0.6056338028169014; 0.6494078104993598; 0.5623003194888179; 0.546583850931677; 0.5694702694148831; 0.8114807566862362; 0.7974358974358975; 0.8178537511870845
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.76041667 0.77604167 0.734375   0.71354167 0.76041667]; 0.628125; 0.603125; 0.8075; 0.9354166666666666; 0.9354166666666667; 0.9354166666666668; 0.6550724637681159; 0.6766467065868264; 0.6259050526398183; 0.6186186186186186; 0.64375; 0.603125; 0.811965811965812; 0.8240396530359355; 0.8073540005406663
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.5        0.56770833 0.546875   0.52083333 0.53125   ]; 0.496875; 0.478125; 0.735; 0.8989473684210526; 0.8895833333333333; 0.9; 0.5306122448979591; 0.5229885057471264; 0.4943709652023303; 0.4892966360856269; 0.4968944099378882; 0.47800695339661703; 0.7382716049382716; 0.7337423312883435; 0.73502403188621
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; 8; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.546875   0.54736842 0.48947368 0.51578947 0.56315789]; 0.5236593059936908; 0.47634069400630913; 0.800126103404792; 1.0; 1.0; 1.0; 0.5295950155763239; 0.4941860465116279; 0.5264033680834002; 0.48125; 0.5; 0.47699386503067487; 0.8010043942247331; 0.7955112219451371; 0.8001790803603237
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.48958333 0.47916667 0.52083333 0.515625   0.49473684]; 0.49843260188087773; 0.4608150470219436; 0.7913533834586466; 0.9989550679205852; 0.9979123173277662; 0.9989561586638831; 0.4999999999999999; 0.4678362573099415; 0.5008100205468626; 0.4591194968553459; 0.45625; 0.4608294025157233; 0.7912225705329153; 0.7790123456790123; 0.7915417962491754
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; 8; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.69791667 0.74210526 0.70526316 0.74210526]; 0.6069182389937107; 0.6540880503144654; 0.7377358490566037; 0.7982261640798227; 0.7547169811320755; 0.8092243186582809; 0.5874587458745875; 0.5460122699386503; 0.608490005937067; 0.6428571428571429; 0.61875; 0.6543117088607595; 0.7243886318572372; 0.685; 0.7380696202531646
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.7        0.63157895 0.73157895 0.65263158 0.70212766]; 0.6645569620253164; 0.6360759493670886; 0.8088607594936709; 0.912621359223301; 0.8924050632911392; 0.9145569620253163; 0.7055555555555555; 0.8410596026490066; 0.6720449528396548; 0.6949602122015915; 0.81875; 0.6337339743589743; 0.8185096153846154; 0.867515923566879; 0.8092296598966471
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.69270833 0.69270833 0.71875    0.68229167 0.72395833]; 0.59375; 0.584375; 0.803125; 0.9452631578947369; 0.9354166666666667; 0.9458333333333335; 0.59375; 0.6168831168831169; 0.5945861367548115; 0.5723472668810289; 0.5894039735099338; 0.5846428151573339; 0.8007590132827324; 0.8063694267515924; 0.8031847133757963
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; 10; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.72083333 0.71428571 0.71848739 0.72689076 0.67647059]; 0.5726256983240223; 0.5782122905027933; 0.7143605870020965; 0.803265306122449; 0.825503355704698; 0.7978187919463087; 0.6348448687350835; 0.7556818181818182; 0.5756431068931069; 0.6413301662707839; 0.7417582417582418; 0.5754245754245755; 0.7360774818401937; 0.7966457023060797; 0.7143605870020964
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; 10; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7125     0.7375     0.6512605  0.76470588 0.6512605 ]; 0.6134453781512605; 0.6218487394957983; 0.7908805031446541; 0.8904347826086957; 0.8576214405360134; 0.8944723618090451; 0.6290322580645161; 0.6610169491525424; 0.6138418079096045; 0.6321525885558583; 0.6444444444444445; 0.6216572504708098; 0.7887771307570144; 0.7809224318658281; 0.7908805031446541
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.69166667 0.70588235 0.69747899 0.68907563 0.71848739]; 0.5837988826815642; 0.6033519553072626; 0.8259958071278826; 0.9646856158484065; 0.9395973154362416; 0.9656040268456375; 0.580281690140845; 0.5659340659340659; 0.5841033966033966; 0.6055555555555555; 0.6193181818181818; 0.6036151348651349; 0.8230277185501067; 0.8092243186582809; 0.8259958071278827
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.59583333 0.50416667 0.51260504 0.47478992 0.49579832]; 0.4957983193277311; 0.49299719887955185; 0.7112159329140462; 0.8364888123924268; 0.8140703517587939; 0.8408710217755444; 0.4857142857142857; 0.480225988700565; 0.495668549905838; 0.5041095890410958; 0.5111111111111111; 0.4928436911487759; 0.7064464571124134; 0.6949685534591195; 0.7112159329140461
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; 10; svd_trunc_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.44583333 0.45833333 0.45798319 0.47478992 0.53781513]; 0.5322128851540616; 0.5490196078431373; 0.8280922431865828; 1.0; 1.0; 1.0; 0.5570291777188329; 0.5706521739130435; 0.5309908268409148; 0.5413105413105413; 0.5491329479768786; 0.5490229957275697; 0.8293444328824142; 0.8354297693920335; 0.8280922431865828
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.46666667 0.49166667 0.5375     0.52083333 0.56302521]; 0.5098591549295775; 0.504225352112676; 0.8149895178197065; 0.9974937343358397; 0.996661101836394; 0.9974958263772955; 0.5166666666666667; 0.5054347826086957; 0.5100273328248157; 0.45; 0.42105263157894735; 0.5012871853546911; 0.8119339371337242; 0.7987421383647799; 0.8149895178197065
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.75416667 0.71848739 0.68907563 0.72268908 0.72689076]; 0.5754189944134078; 0.5586592178770949; 0.7311320754716981; 0.8278201865988125; 0.8187919463087249; 0.8296979865771812; 0.5581395348837208; 0.5393258426966292; 0.5752184769038702; 0.5240963855421686; 0.48333333333333334; 0.5590823970037453; 0.7234501347708895; 0.7033542976939203; 0.7311320754716981
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; 10; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.69166667 0.73109244 0.71008403 0.69327731 0.67226891]; 0.6201117318435754; 0.6508379888268156; 0.8223270440251572; 0.9331046312178388; 0.912751677852349; 0.9345637583892618; 0.6091954022988506; 0.5921787709497207; 0.6201117318435754; 0.6397694524495676; 0.6201117318435754; 0.6508379888268156; 0.8178398710370769; 0.7976939203354297; 0.8223270440251573
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73529412 0.69747899 0.71848739 0.72268908 0.67372881]; 0.6305555555555555; 0.5944444444444444; 0.810796645702306; 0.9297945205479452; 0.9141414141414141; 0.9309764309764309; 0.621082621082621; 0.6228571428571429; 0.6303474903474903; 0.6010928961748634; 0.5945945945945946; 0.5944401544401545; 0.8084880636604775; 0.7987421383647799; 0.810796645702306
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.6875     0.71678322 0.72727273 0.75874126]; 0.6329113924050633; 0.5738396624472574; 0.7258909853249476; 0.7494390426327598; 0.698744769874477; 0.7663877266387727; 0.6167400881057269; 0.5737704918032787; 0.6347113328581611; 0.5589519650655022; 0.5565217391304348; 0.5733428367783321; 0.7083100948131622; 0.6656184486373166; 0.7258909853249476
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; 12; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72027972 0.68531469 0.75174825 0.63986014 0.66197183]; 0.6416666666666667; 0.6125; 0.8307127882599581; 0.8959537572254336; 0.8683473389355743; 0.8991596638655464; 0.5904761904761904; 0.496; 0.648; 0.5181347150259067; 0.43478260869565216; 0.6053913043478261; 0.8192501398992726; 0.7672955974842768; 0.8307127882599581
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.74475524 0.68881119 0.74125874 0.6993007  0.72535211]; 0.6375; 0.5708333333333333; 0.839098532494759; 0.9170800850460666; 0.9061624649859944; 0.9180672268907563; 0.6561264822134387; 0.6384615384615384; 0.6374125874125874; 0.5541125541125541; 0.5818181818181818; 0.5716783216783217; 0.8379947229551451; 0.8322851153039832; 0.8390985324947589
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.48951049 0.57692308 0.47902098 0.53846154 0.51408451]; 0.48333333333333334; 0.525; 0.7625786163522013; 0.8460987831066572; 0.8277310924369747; 0.8494397759103641; 0.4959349593495935; 0.5083333333333333; 0.48333333333333334; 0.5365853658536585; 0.55; 0.525; 0.7601905770248809; 0.7526205450733753; 0.7625786163522011
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; 12; svd_trunc_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.45833333 0.47202797 0.53146853 0.53496503 0.51048951]; 0.47058823529411764; 0.5168067226890757; 0.8736897274633124; 1.0; 1.0; 1.0; 0.4568965517241379; 0.4344262295081967; 0.4715234595816845; 0.5228215767634855; 0.5431034482758621; 0.5174533634821934; 0.873490813648294; 0.8721174004192872; 0.8736897274633124
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.51041667 0.52083333 0.45486111 0.49652778 0.5034965 ]; 0.5276595744680851; 0.4851063829787234; 0.8763102725366876; 0.9972183588317107; 0.9972183588317107; 0.9972183588317107; 0.5110132158590307; 0.47540983606557374; 0.5297403162628753; 0.45739910313901344; 0.45132743362831856; 0.48386043812563473; 0.875; 0.8658280922431866; 0.8763102725366876
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.66433566 0.69230769 0.65734266 0.75      ]; 0.6333333333333333; 0.6458333333333334; 0.7651991614255765; 0.7958426132145509; 0.7507002801120448; 0.8074229691876751; 0.5268817204301075; 0.4152542372881356; 0.6297582661850514; 0.5685279187817259; 0.45901639344262296; 0.6489997221450403; 0.7410404624277457; 0.6719077568134172; 0.7651991614255766
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; 12; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65734266 0.72377622 0.71678322 0.66083916 0.71126761]; 0.6333333333333333; 0.5833333333333334; 0.8532494758909853; 0.9340974212034385; 0.9131652661064426; 0.9355742296918766; 0.6106194690265486; 0.5847457627118644; 0.6325368157821617; 0.576271186440678; 0.5573770491803278; 0.5837732703528757; 0.8493003229278795; 0.8270440251572327; 0.8532494758909852
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68531469 0.76223776 0.71328671 0.6993007  0.6584507 ]; 0.6458333333333334; 0.6375; 0.8563941299790356; 0.927246790299572; 0.9103641456582633; 0.9285714285714285; 0.6118721461187214; 0.5317460317460317; 0.6518379281537175; 0.5492227979274612; 0.4649122807017544; 0.629281537176274; 0.8489525909592062; 0.8071278825995807; 0.8563941299790356
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; 4; svd_trunc_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.67708333 0.67021277 0.69148936 0.5212766 ]; 0.5316455696202531; 0.6708860759493671; 0.7126582278481013; 0.7873684210526316; 0.7890295358649789; 0.7869198312236286; 0.5131578947368421; 0.42857142857142855; 0.5501066098081023; 0.6623376623376623; 0.68; 0.6713253012048194; 0.7093469910371318; 0.6873449131513648; 0.7131815005033311
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; 4; svd_trunc_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.63541667 0.6875     0.75       0.70212766]; 0.6666666666666666; 0.6163522012578616; 0.792713567839196; 0.8893709327548807; 0.8577405857740585; 0.893305439330544; 0.6826347305389222; 0.7037037037037037; 0.665954415954416; 0.6629834254143645; 0.75; 0.615506329113924; 0.796044499381953; 0.805; 0.7926515151515152
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.67021277 0.69148936 0.61702128 0.56382979 0.65957447]; 0.6282051282051282; 0.5769230769230769; 0.7966751918158568; 0.9234135667396061; 0.8978723404255319; 0.925531914893617; 0.6627906976744187; 0.7307692307692307; 0.6282051282051282; 0.6333333333333333; 0.7125; 0.5733552631578948; 0.8034610630407911; 0.8269720101781171; 0.7965194241121948
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; 4; svd_trunc_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.52083333 0.45833333 0.57291667 0.46875   ]; 0.43125; 0.49375; 0.53375; 0.6003976143141152; 0.6291666666666667; 0.5812499999999999; 0.4347826086956522; 0.4794520547945205; 0.43512832624783493; 0.47058823529411764; 0.5070422535211268; 0.4950941604684286; 0.5434516523867808; 0.578125; 0.5354567307692308
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; 4; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.4375     0.58333333 0.38541667 0.5        0.56382979]; 0.5283018867924528; 0.559748427672956; 0.8178391959798995; 1.0; 1.0; 1.0; 0.5341614906832297; 0.5058823529411764; 0.5299682034976152; 0.5833333333333334; 0.5444444444444444; 0.5620772946859903; 0.8203221809169765; 0.7995169082125604; 0.8186066216455472
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.60416667 0.58333333 0.47916667 0.57291667 0.54255319]; 0.48427672955974843; 0.5283018867924528; 0.7964824120603015; 0.989561586638831; 0.9916317991631799; 0.9895397489539749; 0.4605263157894737; 0.42168674698795183; 0.48715916296766004; 0.5033112582781457; 0.5; 0.5271084337349398; 0.7928388746803069; 0.7788944723618091; 0.7964824120603015
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; 4; svd_trunc_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.67708333 0.5625     0.66666667 0.71276596 0.63829787]; 0.620253164556962; 0.6645569620253164; 0.6527777777777778; 0.6848249027237354; 0.7394957983193278; 0.6596638655462185; 0.6875000000000001; 0.7951807228915663; 0.6109236947791165; 0.7336683417085428; 0.8202247191011236; 0.6419964175215762; 0.6961325966850828; 0.7682926829268293; 0.648544247222577
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; 4; svd_trunc_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.65625    0.61702128 0.55319149 0.70212766]; 0.6012658227848101; 0.6139240506329114; 0.7987341772151899; 0.9269311064718163; 0.9367088607594937; 0.9261603375527426; 0.5531914893617021; 0.5131578947368421; 0.5980423620025673; 0.5960264900662251; 0.5357142857142857; 0.6192084942084941; 0.7937743190661478; 0.7707808564231738; 0.7988764333006455
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.6875     0.70212766 0.64893617 0.69148936 0.65957447]; 0.6624203821656051; 0.5859872611464968; 0.8206106870229007; 0.9507494646680943; 0.940677966101695; 0.951271186440678; 0.6787878787878788; 0.717948717948718; 0.6627718273287895; 0.6012269938650308; 0.6447368421052632; 0.5878005198180638; 0.8226415094339623; 0.8384615384615385; 0.8207459207459207
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; 6; svd_trunc_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.67361111 0.62676056 0.61971831 0.61267606 0.62676056]; 0.5358649789029536; 0.510548523206751; 0.7706576728499157; 0.934844192634561; 0.9269662921348315; 0.9353932584269663; 0.6126760563380281; 0.7372881355932204; 0.5367112946873664; 0.5766423357664233; 0.7383177570093458; 0.5306973400431344; 0.7848101265822784; 0.8537005163511188; 0.7723048036301048
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; 6; svd_trunc_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.625      0.63380282 0.66197183 0.64788732]; 0.6134453781512605; 0.6050420168067226; 0.8361344537815126; 0.9872701555869873; 0.9775910364145658; 0.9873949579831933; 0.6783216783216783; 0.8016528925619835; 0.6102281556827012; 0.6492537313432836; 0.725; 0.6040254237288136; 0.845360824742268; 0.8913043478260869; 0.8358548766157461
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.61267606 0.65492958 0.6056338  0.66901408 0.63380282]; 0.6101694915254238; 0.5889830508474576; 0.8003384094754653; 0.9344490934449093; 0.9436619718309859; 0.9338028169014084; 0.676056338028169; 0.7741935483870968; 0.6013824884792627; 0.6420664206642066; 0.7310924369747899; 0.5877684407096172; 0.8144654088050315; 0.8662207357859532; 0.7995487240573602
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.5625     0.53472222 0.53472222 0.47916667 0.53472222]; 0.5125; 0.4375; 0.5275; 0.5771812080536912; 0.5972222222222222; 0.5625; 0.5714285714285714; 0.6046511627906976; 0.5050282840980514; 0.45344129554655865; 0.49122807017543857; 0.4400584795321637; 0.5517786561264822; 0.5787728026533997; 0.5272423477253598
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; 6; svd_trunc_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.51388889 0.47916667 0.50694444 0.47222222 0.47222222]; 0.525; 0.4375; 0.7925; 1.0; 1.0; 1.0; 0.4955752212389381; 0.5333333333333333; 0.5259259259259259; 0.4351464435146443; 0.4444444444444444; 0.43766937669376693; 0.789873417721519; 0.8041237113402062; 0.7928385546992294
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.58450704 0.46478873 0.54929577 0.49295775 0.52142857]; 0.4830508474576271; 0.5254237288135594; 0.7889830508474577; 0.9790794979079498; 0.9915254237288136; 0.9788135593220338; 0.5; 0.5446428571428571; 0.4860311059907834; 0.5555555555555557; 0.5645161290322581; 0.5233294930875576; 0.7947238252267107; 0.8169491525423729; 0.7889830508474577
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; 6; svd_trunc_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.6971831  0.67605634 0.69014085 0.64084507 0.68571429]; 0.6016949152542372; 0.673728813559322; 0.6677966101694915; 0.6625954198473283; 0.6129943502824858; 0.6878531073446327; 0.5803571428571428; 0.5603448275862069; 0.6010057471264367; 0.6350710900473934; 0.5775862068965517; 0.6721264367816091; 0.6403669724770642; 0.5955631399317406; 0.66731018949449
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; 6; svd_trunc_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.65277778 0.69014085 0.64788732 0.64084507 0.68309859]; 0.5907172995780591; 0.6455696202531646; 0.8094435075885329; 0.9368863955119214; 0.9382022471910112; 0.9367977528089888; 0.5221674876847291; 0.4344262295081967; 0.5954739843193158; 0.596153846153846; 0.4732824427480916; 0.6658865043929137; 0.798932384341637; 0.7372742200328407; 0.8114447356663337
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72222222 0.71527778 0.73611111 0.63888889 0.66666667]; 0.5875; 0.5875; 0.79; 0.925; 0.925; 0.925; 0.6055776892430279; 0.59375; 0.5870535714285714; 0.5892116182572613; 0.5772357723577236; 0.5877631853241609; 0.792079207920792; 0.7855973813420621; 0.7900822220801991
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; 8; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.67368421 0.70526316 0.65263158 0.61578947 0.69680851]; 0.6360759493670886; 0.6139240506329114; 0.6822784810126582; 0.6833930704898447; 0.6033755274261603; 0.7204641350210971; 0.5306122448979592; 0.4276315789473684; 0.6284499358151475; 0.5040650406504066; 0.41333333333333333; 0.6042570281124497; 0.6219879518072289; 0.5322164948453608; 0.6796654613530286
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; 8; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.66145833 0.71875    0.67368421 0.65263158 0.61052632]; 0.6226415094339622; 0.6352201257861635; 0.7654088050314466; 0.8550264550264549; 0.8469601677148847; 0.8563941299790356; 0.5488721804511277; 0.45625; 0.6236946202531646; 0.5857142857142857; 0.5324675324675324; 0.6320874247703515; 0.7498323272971161; 0.706700379266751; 0.7651148955157284
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.60416667 0.61458333 0.61979167 0.625      0.63157895]; 0.5924764890282131; 0.5987460815047022; 0.800125313283208; 0.9353128313891835; 0.9206680584551148; 0.9363256784968685; 0.548611111111111; 0.46745562130177515; 0.6003944773175542; 0.5223880597014926; 0.45751633986928103; 0.5932160012599417; 0.7871914609739827; 0.7365792759051186; 0.8003651096506725
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.48958333 0.53125    0.50520833 0.47916667 0.47395833]; 0.534375; 0.490625; 0.71375; 0.8491735537190083; 0.85625; 0.8479166666666667; 0.547112462006079; 0.5232558139534884; 0.5352765556253929; 0.45484949832775917; 0.4563758389261745; 0.48842183759174224; 0.7130325814536341; 0.7103620474406991; 0.7137542402410002
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; 8; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.45833333 0.5        0.47395833 0.52083333 0.44791667]; 0.475; 0.48125; 0.79125; 1.0; 1.0; 1.0; 0.4909090909090909; 0.48214285714285715; 0.47462406015037595; 0.44666666666666666; 0.44966442953020136; 0.4792181796773814; 0.789937106918239; 0.7879548306148055; 0.7912376892800055
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.50520833 0.44791667 0.47894737 0.54210526 0.55789474]; 0.48427672955974843; 0.5062893081761006; 0.7937106918238994; 0.9926547743966423; 0.9916142557651991; 0.9926624737945492; 0.48427672955974843; 0.5347222222222222; 0.4886254789272031; 0.5313432835820896; 0.5426829268292683; 0.5051076971808679; 0.7957658779576589; 0.8140127388535032; 0.793962891165882
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; 8; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63541667 0.6875     0.60416667 0.71052632 0.66842105]; 0.6415094339622641; 0.610062893081761; 0.6834170854271356; 0.68997668997669; 0.6192468619246861; 0.7217573221757323; 0.5681818181818181; 0.5208333333333334; 0.6311063218390806; 0.5838926174496645; 0.5087719298245614; 0.6183315431435732; 0.6450704225352112; 0.5775535939470365; 0.6830196004778987
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; 8; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.64736842 0.66315789 0.64736842 0.70526316 0.59042553]; 0.5727848101265823; 0.6329113924050633; 0.7867088607594936; 0.908315565031983; 0.8987341772151899; 0.9092827004219409; 0.5820433436532507; 0.5911949685534591; 0.5726675479709971; 0.6441717791411042; 0.625; 0.6334459459459459; 0.7876496534341524; 0.7802746566791511; 0.7867997160160839
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.578125   0.58854167 0.65263158 0.59473684 0.66842105]; 0.5754716981132075; 0.60062893081761; 0.7817610062893082; 0.9109947643979057; 0.9119496855345912; 0.9109014675052411; 0.5514950166112957; 0.515527950310559; 0.5762353127348974; 0.5863192182410424; 0.5294117647058824; 0.6059220985691574; 0.7779910428662828; 0.7524752475247525; 0.7822478539414044
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; 10; svd_trunc_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.675      0.61666667 0.625      0.71666667 0.57983193]; 0.6; 0.6084507042253521; 0.6294549266247379; 0.6302083333333334; 0.6060100166944908; 0.6444073455759599; 0.4779411764705882; 0.3532608695652174; 0.6093789727943045; 0.4372469635627531; 0.3157894736842105; 0.5981121281464531; 0.5769000598444046; 0.5052410901467506; 0.629454926624738
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; 10; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.59663866 0.63445378 0.68487395 0.63865546 0.61440678]; 0.6694444444444444; 0.6055555555555555; 0.7961215932914046; 0.8915254237288135; 0.8855218855218855; 0.8922558922558922; 0.6987341772151898; 0.7796610169491526; 0.6712512735018987; 0.6449999999999999; 0.7049180327868853; 0.6038714457719736; 0.8030379746835442; 0.8312368972746331; 0.7961215932914046
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64285714 0.65546218 0.64705882 0.62605042 0.65254237]; 0.6305555555555555; 0.6055555555555555; 0.7809224318658281; 0.8785046728971964; 0.8703703703703703; 0.8796296296296295; 0.5610561056105611; 0.49707602339181284; 0.6241993873572821; 0.5965909090909091; 0.5555555555555556; 0.6081871345029239; 0.7718340611353711; 0.7410901467505241; 0.7809224318658281
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56302521 0.63445378 0.54621849 0.50420168 0.58823529]; 0.479108635097493; 0.520891364902507; 0.5723270440251572; 0.5952170062001771; 0.5647058823529412; 0.6159663865546219; 0.4516129032258065; 0.4010416666666667; 0.48495197105788423; 0.4941176470588235; 0.5029940119760479; 0.5197261726546906; 0.5491712707182321; 0.5209643605870021; 0.5723270440251573
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; 10; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.48319328 0.4789916  0.42857143 0.47478992 0.49579832]; 0.479108635097493; 0.5097493036211699; 0.809748427672956; 1.0; 1.0; 1.0; 0.49322493224932246; 0.48148148148148145; 0.4789760348583878; 0.4853801169590643; 0.48823529411764705; 0.5086679116090881; 0.8090478695423461; 0.8060796645702306; 0.809748427672956
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49159664 0.48319328 0.5        0.45798319 0.49152542]; 0.5; 0.525; 0.8128930817610063; 0.9949664429530202; 0.9983164983164983; 0.9949494949494949; 0.5081967213114754; 0.5081967213114754; 0.49986107252014444; 0.5315068493150685; 0.5480225988700564; 0.5253774196536074; 0.814352574102964; 0.8207547169811321; 0.8128930817610064
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; 10; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6625     0.70416667 0.69583333 0.63865546 0.67647059]; 0.5898876404494382; 0.5337078651685393; 0.6352201257861635; 0.6799999999999999; 0.6822742474916388; 0.6789297658862876; 0.6620370370370371; 0.7900552486187845; 0.5864561957379637; 0.6227272727272728; 0.7828571428571428; 0.537837411207577; 0.664092664092664; 0.7211740041928721; 0.6352201257861636
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; 10; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.62916667 0.67083333 0.63865546 0.67226891 0.59663866]; 0.6470588235294118; 0.6666666666666666; 0.8301886792452831; 0.9342214820982514; 0.9396984924623115; 0.9338358458961473; 0.6204819277108434; 0.5508021390374331; 0.6518716577540107; 0.6222222222222222; 0.5764705882352941; 0.6625668449197861; 0.8246753246753248; 0.7987421383647799; 0.8301886792452831
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65966387 0.65966387 0.58403361 0.65966387 0.6779661 ]; 0.6416666666666667; 0.5888888888888889; 0.7919287211740041; 0.8993288590604027; 0.9023569023569024; 0.898989898989899; 0.5904761904761906; 0.5081967213114754; 0.643928869130314; 0.5256410256410257; 0.4632768361581921; 0.5868296749096971; 0.7817482133040132; 0.7452830188679245; 0.7919287211740041
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; 12; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.66319444 0.67361111 0.66083916 0.65734266 0.64685315]; 0.5991561181434599; 0.569620253164557; 0.6425576519916143; 0.6643598615916956; 0.6694560669456067; 0.6617852161785216; 0.4973544973544974; 0.415929203539823; 0.5910291178989437; 0.49504950495049505; 0.4032258064516129; 0.577719097916072; 0.6285403050108933; 0.6048218029350105; 0.6425576519916143
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; 12; svd_trunc_diff; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.65277778 0.65972222 0.63636364 0.61538462]; 0.6652542372881356; 0.614406779661017; 0.8563941299790356; 0.9258202567760343; 0.903899721448468; 0.9275766016713093; 0.5683060109289617; 0.4642857142857143; 0.6555299539170507; 0.5603864734299517; 0.46774193548387094; 0.6222638248847926; 0.8470982142857144; 0.7955974842767296; 0.8563941299790357
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.625      0.65625    0.65972222 0.62847222 0.63986014]; 0.5914893617021276; 0.6680851063829787; 0.8228511530398323; 0.885952712100139; 0.885952712100139; 0.8859527121001389; 0.5675675675675677; 0.504; 0.5974545454545455; 0.6020408163265306; 0.5363636363636364; 0.6601818181818182; 0.8178879310344828; 0.7955974842767296; 0.8228511530398324
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; 12; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5034965  0.52097902 0.50699301 0.50699301 0.48943662]; 0.5041666666666667; 0.5; 0.6053459119496856; 0.6395511921458625; 0.6386554621848739; 0.6400560224089635; 0.5062240663900415; 0.5258620689655172; 0.5048665183537264; 0.4915254237288136; 0.46774193548387094; 0.5011123470522804; 0.604308985811876; 0.6027253668763103; 0.6053459119496855
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; 12; svd_trunc_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.45804196 0.45804196 0.45454545 0.46853147 0.45454545]; 0.5439330543933054; 0.5355648535564853; 0.8846960167714885; 1.0; 1.0; 1.0; 0.5691699604743083; 0.5806451612903226; 0.5424964936886395; 0.5236051502145922; 0.5304347826086957; 0.5353786816269285; 0.8851774530271399; 0.8888888888888888; 0.8846960167714885
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.47552448 0.49300699 0.50699301 0.54545455 0.53169014]; 0.4666666666666667; 0.5291666666666667; 0.8710691823899371; 0.9964912280701755; 0.9943977591036415; 0.9964985994397759; 0.47540983606557374; 0.4566929133858268; 0.46728450979025854; 0.5232067510548523; 0.5486725663716814; 0.5302417949968643; 0.8709338929695698; 0.870020964360587; 0.871069182389937
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; 12; svd_trunc_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.6875     0.67708333 0.65034965 0.65384615 0.64335664]; 0.6118143459915611; 0.5991561181434599; 0.6886792452830188; 0.6857142857142857; 0.6192468619246861; 0.7161785216178522; 0.5892857142857143; 0.5238095238095238; 0.6177606177606179; 0.5410628019323671; 0.5045045045045045; 0.5935220935220935; 0.6558516801853997; 0.5932914046121593; 0.6886792452830188
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; 12; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.60069444 0.66083916 0.62937063 0.63986014 0.62937063]; 0.634453781512605; 0.6134453781512605; 0.8574423480083857; 0.936257710760795; 0.9539106145251397; 0.9350558659217878; 0.6448979591836734; 0.6694915254237288; 0.6347457627118643; 0.6290322580645162; 0.65; 0.613135593220339; 0.860655737704918; 0.8805031446540881; 0.8574423480083858
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62847222 0.6048951  0.56993007 0.65734266 0.61188811]; 0.6386554621848739; 0.592436974789916; 0.8296645702306079; 0.9001406469760901; 0.8938547486033519; 0.9008379888268156; 0.6692307692307692; 0.696; 0.6356106194690265; 0.5800865800865802; 0.5929203539823009; 0.5924601769911505; 0.8301097752221642; 0.8322851153039832; 0.829664570230608
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    0.96875    0.96875    0.96875    0.94791667]; 0.6125; 0.6125; 0.84375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.5974025974025974; 0.5111111111111111; 0.626984126984127; 0.5866666666666667; 0.6111111111111112; 0.6123737373737373; 0.8403575989782888; 0.818407960199005; 0.8438773469336733
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.98958333 0.9375     0.9375     0.94791667 0.94791667]; 0.64375; 0.51875; 0.83125; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6951871657754011; 0.8333333333333334; 0.6483739837398375; 0.6280193236714976; 0.7647058823529411; 0.5023529411764706; 0.845360824742268; 0.9156327543424317; 0.8306123469445156
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.9375     0.93617021 0.96808511 0.93617021 0.94680851]; 0.554140127388535; 0.6050955414012739; 0.8282442748091603; 0.9936575052854123; 0.9957627118644068; 0.9936440677966102; 0.5138888888888888; 0.47435897435897434; 0.5536351833820189; 0.581081081081081; 0.5058823529411764; 0.6140522875816993; 0.823529411764706; 0.7894736842105263; 0.8288453692370461
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.89583333 0.89583333 0.95833333 0.96875    0.92708333]; 0.49375; 0.44375; 0.785; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.6197183098591549; 0.8918918918918919; 0.5215273412947832; 0.5781990521327015; 0.8356164383561644; 0.4752794835458983; 0.8097345132743364; 0.9457364341085271; 0.7900595003472417
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; 4; ipca_diff; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.9375     0.9375     0.90625    0.86458333 0.92553191]; 0.49056603773584906; 0.49056603773584906; 0.7939698492462312; 0.995798319327731; 0.9916317991631799; 0.99581589958159; 0.6301369863013698; 0.8313253012048193; 0.4748731769181992; 0.6301369863013699; 0.8734177215189873; 0.4929588607594937; 0.8205689277899343; 0.9351620947630923; 0.7928975030777486
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.95833333 0.96875    0.90425532 0.91489362 0.90425532]; 0.4177215189873418; 0.45569620253164556; 0.7746835443037975; 1.0; 1.0; 1.0; 0.4945054945054945; 0.6521739130434783; 0.4440644846116268; 0.5700000000000001; 0.7916666666666666; 0.4830426356589147; 0.7920560747663552; 0.8968253968253969; 0.779723378024349
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.95833333 0.97916667 0.9375     0.94791667 1.        ]; 0.5534591194968553; 0.5786163522012578; 0.8253768844221105; 0.9979035639412999; 0.99581589958159; 0.997907949790795; 0.6243386243386243; 0.7195121951219512; 0.5480677858726639; 0.6171428571428571; 0.75; 0.5933908045977012; 0.8347205707491083; 0.8931297709923665; 0.8262174909552403
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.97916667 0.97916667 0.95744681 0.90425532 0.9893617 ]; 0.569620253164557; 0.6139240506329114; 0.8367088607594937; 1.0; 1.0; 1.0; 0.569620253164557; 0.5487804878048781; 0.5704428754813864; 0.6257668711656441; 0.6071428571428571; 0.6143822393822393; 0.8377358490566038; 0.826302729528536; 0.8369239745833894
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.96875    1.         0.94791667 0.875      0.88541667]; 0.525; 0.53125; 0.81125; 1.0; 1.0; 1.0; 0.5581395348837209; 0.6; 0.525; 0.5714285714285714; 0.6097560975609756; 0.5292370231394621; 0.8174123337363965; 0.8407960199004975; 0.8111015275381884
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.95833333 0.95138889 0.97183099 0.97183099 0.97183099]; 0.5378151260504201; 0.5210084033613446; 0.8092436974789916; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.6802325581395349; 0.9590163934426229; 0.5269219898247598; 0.6607142857142857; 0.9098360655737705; 0.5109525155455059; 0.8370423546302944; 0.9700499168053245; 0.8076056035639525
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; 6; ipca_diff; svd; 708; 236; 236; 0.6; 0.2; 0.2; [0.94366197 0.94366197 0.94366197 0.95774648 0.97142857]; 0.652542372881356; 0.6228813559322034; 0.8533898305084746; 0.9971751412429379; 0.9971751412429378; 0.9971751412429378; 0.7337662337662337; 0.8692307692307693; 0.628011611030479; 0.7043189368770764; 0.8688524590163934; 0.6142507909117054; 0.8686408504176157; 0.9438943894389439; 0.8508670553466497
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.97916667 0.97222222 0.95774648 0.96478873 0.95070423]; 0.5756302521008403; 0.5504201680672269; 0.8243697478991596; 0.9985974754558204; 0.9971988795518207; 0.9985994397759104; 0.5550660792951542; 0.5675675675675675; 0.5751223664609492; 0.570281124497992; 0.6396396396396397; 0.5560402922607648; 0.8242220353238016; 0.846286701208981; 0.8249436779367327
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.95833333 0.92361111 0.95774648 0.92957746 0.93661972]; 0.4789915966386555; 0.5588235294117647; 0.8050420168067227; 0.9957924263674615; 0.9943977591036415; 0.9957983193277311; 0.6000000000000001; 0.8303571428571429; 0.49851190476190477; 0.6808510638297873; 0.8484848484848485; 0.5232990280160091; 0.8284023668639053; 0.9317803660565723; 0.803750964013006
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.9084507  0.90140845 0.93661972 0.91549296 0.92253521]; 0.5; 0.5042372881355932; 0.8011844331641286; 1.0; 1.0; 1.0; 0.5785714285714286; 0.7043478260869566; 0.5050664750269493; 0.5865724381625442; 0.7830188679245284; 0.5299709724238026; 0.8153967007069914; 0.9010416666666666; 0.8036561468646863
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.92361111 0.88028169 0.91549296 0.95774648 0.96478873]; 0.4978902953586498; 0.5443037974683544; 0.8086003372681282; 1.0; 1.0; 1.0; 0.5795053003533569; 0.7008547008547008; 0.5004273504273504; 0.6086956521739131; 0.7433628318584071; 0.5531330288324293; 0.8214004720692368; 0.8907849829351536; 0.8095591581342435
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.97916667 0.94444444 0.97916667 0.97222222 0.96478873]; 0.5732217573221757; 0.6652719665271967; 0.8461538461538461; 0.9972144846796658; 0.9972144846796658; 0.9972144846796658; 0.6277372262773724; 0.7350427350427351; 0.5765377609639906; 0.6899224806201549; 0.7295081967213115; 0.6638993975059548; 0.8528000000000001; 0.8913043478260869; 0.8461538461538461
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; 6; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.93055556 0.95138889 0.93055556 0.97222222 0.97183099]; 0.5899581589958159; 0.6150627615062761; 0.8411371237458194; 1.0; 1.0; 1.0; 0.6287878787878788; 0.6484375; 0.5854800112612613; 0.6592592592592594; 0.7063492063492064; 0.6098117713161961; 0.8482428115015975; 0.866231647634584; 0.8404914670419918
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.91666667 0.97222222 0.99305556 0.97183099 0.93661972]; 0.5294117647058824; 0.6008403361344538; 0.8246644295302014; 0.9972144846796658; 1.0; 0.9972067039106145; 0.5555555555555555; 0.6363636363636364; 0.5369318181818181; 0.624505928853755; 0.6528925619834711; 0.5999505544960091; 0.8291087489779231; 0.8607809847198642; 0.825083693023282
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.95833333 0.9375     0.97368421 0.98421053 0.93684211]; 0.5660377358490566; 0.5314465408805031; 0.8169811320754717; 0.9957983193277311; 0.9937106918238994; 0.9958071278825996; 0.5632911392405063; 0.5668789808917197; 0.5660481860980339; 0.5049833887043188; 0.4810126582278481; 0.531131329113924; 0.81453154875717; 0.8068181818181818; 0.816942925495557
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.95789474 0.95263158 0.95789474 0.96315789 0.95212766]; 0.620253164556962; 0.6170886075949367; 0.8474683544303797; 1.0; 1.0; 1.0; 0.6923076923076924; 0.8385093167701864; 0.6160288519334802; 0.6967418546365914; 0.879746835443038; 0.6170886075949367; 0.8612550374208405; 0.9432534678436317; 0.8471032269332517
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.96875    0.9375     0.953125   0.94791667 0.97395833]; 0.6375; 0.5875; 0.84375; 0.997920997920998; 1.0; 0.9979166666666667; 0.693121693121693; 0.7844311377245509; 0.6307776603655434; 0.6413043478260869; 0.7662337662337663; 0.593960256610859; 0.8536299765807963; 0.9101123595505618; 0.8436669432295988
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.9375     0.890625   0.90104167 0.88020833 0.890625  ]; 0.49375; 0.45; 0.78875; 1.0; 1.0; 1.0; 0.6124401913875598; 0.7710843373493976; 0.4829447660772962; 0.5748792270531401; 0.7727272727272727; 0.46166484118291345; 0.8113839285714286; 0.90875; 0.78875
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.89583333 0.90625    0.91578947 0.90526316 0.91578947]; 0.5094339622641509; 0.5062893081761006; 0.8012578616352202; 0.9968454258675079; 0.9937106918238994; 0.9968553459119497; 0.5979381443298969; 0.7388535031847133; 0.5122838944494995; 0.6045340050377833; 0.7272727272727273; 0.49762329174093883; 0.8179723502304147; 0.8886107634543179; 0.8008161276184358
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.91145833 0.91666667 0.921875   0.921875   0.90104167]; 0.49375; 0.459375; 0.790625; 1.0; 1.0; 1.0; 0.5474860335195532; 0.5833333333333334; 0.4890350877192983; 0.5361930294906166; 0.625; 0.459375; 0.8018923713778828; 0.8391089108910891; 0.7901352635263525
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.94791667 0.953125   0.92631579 0.97894737 0.93157895]; 0.6257861635220126; 0.6320754716981132; 0.8509433962264151; 0.9989528795811519; 1.0; 0.9989517819706498; 0.6222222222222222; 0.6163522012578616; 0.6257861635220126; 0.6213592233009707; 0.6666666666666666; 0.6350574712643677; 0.849905003166561; 0.8602564102564103; 0.8511158594491929
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.96875    0.96354167 0.94791667 0.97395833 0.97395833]; 0.596875; 0.59375; 0.838125; 1.0; 1.0; 1.0; 0.6504065040650405; 0.7142857142857143; 0.5906954887218046; 0.6542553191489361; 0.7784810126582279; 0.596030629785904; 0.8480938416422286; 0.8970223325062034; 0.8376799319961747
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.921875   0.94791667 0.94736842 0.98421053 0.96842105]; 0.6069182389937107; 0.5660377358490566; 0.8345911949685535; 1.0; 1.0; 1.0; 0.6537396121883656; 0.6781609195402298; 0.5994971264367815; 0.5917159763313609; 0.6756756756756757; 0.5731319554848966; 0.8408953418027829; 0.869837296620776; 0.8344129593091237
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.95798319 0.94957983 0.95798319 0.93697479 0.97457627]; 0.6055555555555555; 0.5722222222222222; 0.8411949685534591; 0.9940928270042194; 0.9915824915824916; 0.9941077441077442; 0.7029288702928871; 0.8936170212765957; 0.5921573478476001; 0.6709401709401709; 0.9127906976744186; 0.5867144977733795; 0.8578132332238387; 0.9580712788259959; 0.8411949685534592
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.96666667 0.925      0.94957983 0.97478992 0.95798319]; 0.5966386554621849; 0.6022408963585434; 0.8474842767295597; 0.9958228905597326; 0.998324958123953; 0.9958123953098827; 0.6571428571428571; 0.7752808988764045; 0.5971376561421129; 0.6602870813397129; 0.770949720670391; 0.6017669951666562; 0.8570024570024569; 0.9140461215932913; 0.8474842767295597
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.94957983 0.94117647 0.95378151 0.94537815 0.96186441]; 0.6277777777777778; 0.5972222222222222; 0.8532494758909853; 0.9991589571068125; 1.0; 0.9991582491582491; 0.6763285024154588; 0.7368421052631579; 0.6213622291021672; 0.6329113924050633; 0.7352941176470589; 0.6044891640866874; 0.8598598598598598; 0.90041928721174; 0.8532494758909854
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.8907563  0.85714286 0.89495798 0.87815126 0.89495798]; 0.4735376044568245; 0.3983286908077994; 0.7851153039832285; 0.9958018471872376; 0.9966386554621849; 0.9957983193277311; 0.579064587973274; 0.6914893617021277; 0.4627037451785492; 0.5221238938053098; 0.6900584795321637; 0.4115186014682095; 0.8040152963671128; 0.8815513626834381; 0.7851153039832284
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.90756303 0.89915966 0.87394958 0.8907563  0.8940678 ]; 0.4361111111111111; 0.49444444444444446; 0.7976939203354297; 0.9991575400168492; 0.9983164983164983; 0.9991582491582491; 0.5744234800838575; 0.8253012048192772; 0.4641969941622159; 0.6239669421487604; 0.7783505154639175; 0.47050055893677806; 0.8202979515828678; 0.9234800838574424; 0.7976939203354299
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.91596639 0.8697479  0.8697479  0.87815126 0.87288136]; 0.525; 0.5166666666666667; 0.8186582809224319; 0.9991575400168492; 0.9983164983164983; 0.9991582491582491; 0.5777777777777777; 0.6647727272727273; 0.5280385375494071; 0.565; 0.6141304347826086; 0.514451581027668; 0.8263052208835342; 0.8626834381551363; 0.8186582809224319
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; 10; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94957983 0.9789916  0.96638655 0.94537815 0.95798319]; 0.6267409470752089; 0.6434540389972145; 0.8621593291404612; 0.9991589571068125; 0.9983193277310924; 0.9991596638655462; 0.58125; 0.510989010989011; 0.6283758614267089; 0.5949367088607594; 0.5310734463276836; 0.6419103495374682; 0.8558904109589042; 0.8186582809224319; 0.8621593291404612
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; 10; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.975      0.92916667 0.97083333 0.98739496 0.94117647]; 0.5702247191011236; 0.5955056179775281; 0.8427672955974843; 0.9974937343358397; 0.9983277591973244; 0.9974916387959866; 0.6482758620689656; 0.7921348314606742; 0.5702247191011236; 0.645320197044335; 0.7359550561797753; 0.595505617977528; 0.8527968596663396; 0.910901467505241; 0.8427672955974843
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.98333333 0.95833333 0.95833333 0.96218487 0.96638655]; 0.5533707865168539; 0.5814606741573034; 0.8354297693920335; 0.9949748743718593; 0.9933110367892977; 0.9949832775919732; 0.6168674698795181; 0.7071823204419889; 0.5507340173638515; 0.6320987654320988; 0.7314285714285714; 0.5839463299131807; 0.8440913604766633; 0.8909853249475891; 0.8354297693920335
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.96153846 0.96503497 0.95454545 0.94405594 0.95454545]; 0.5606694560669456; 0.5606694560669456; 0.8862683438155137; 0.9951014695591323; 0.9944055944055944; 0.9951048951048951; 0.6557377049180327; 0.8064516129032258; 0.5510518934081345; 0.6579804560260586; 0.8782608695652174; 0.572194950911641; 0.8936795688388046; 0.9559748427672956; 0.8862683438155137
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94444444 0.95138889 0.95454545 0.94755245 0.96503497]; 0.6033755274261603; 0.5527426160337553; 0.8925576519916143; 0.9965108164689463; 0.99581589958159; 0.9965132496513249; 0.7006369426751593; 0.8943089430894309; 0.5918913136499786; 0.6442953020134228; 0.8421052631578947; 0.563329054343175; 0.8997555012224939; 0.9643605870020965; 0.8925576519916142
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.95104895 0.95104895 0.96153846 0.93356643 0.95070423]; 0.5375; 0.6333333333333333; 0.8936058700209644; 0.9972027972027971; 0.9985994397759104; 0.9971988795518207; 0.5680933852140078; 0.6347826086956522; 0.541391304347826; 0.6691729323308271; 0.712; 0.6299130434782608; 0.8960573476702509; 0.9171907756813418; 0.8936058700209644
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.94097222 0.89236111 0.8951049  0.92307692 0.8951049 ]; 0.4767932489451477; 0.510548523206751; 0.870020964360587; 0.9944055944055943; 0.9916317991631799; 0.9944211994421199; 0.5866666666666667; 0.7787610619469026; 0.4901869825863545; 0.6233766233766235; 0.7741935483870968; 0.49771624322009705; 0.8783120706575073; 0.9381551362683438; 0.870020964360587
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; 12; ipca_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.88888889 0.86805556 0.92013889 0.88811189 0.9020979 ]; 0.461864406779661; 0.4661016949152542; 0.8663522012578616; 0.99860529986053; 0.9972144846796658; 0.9986072423398329; 0.5916398713826367; 0.7301587301587301; 0.44235209235209233; 0.5684931506849314; 0.7545454545454545; 0.4844155844155844; 0.8748159057437408; 0.9339622641509434; 0.8663522012578617
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.86363636 0.88461538 0.90559441 0.8951049  0.8943662 ]; 0.4666666666666667; 0.4875; 0.8663522012578616; 0.9971949509116409; 0.9957983193277311; 0.9971988795518207; 0.5816993464052288; 0.7235772357723578; 0.46007921617677716; 0.5858585858585859; 0.7435897435897436; 0.4937460913070669; 0.8743223262690982; 0.929769392033543; 0.8663522012578617
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.96503497 0.95104895 0.94755245 0.95454545 0.97183099]; 0.5708333333333333; 0.6125; 0.8915094339622641; 0.9922698524244553; 0.988795518207283; 0.992296918767507; 0.5654008438818565; 0.5447154471544715; 0.571503022722535; 0.579185520361991; 0.5470085470085471; 0.6109026474880134; 0.8899521531100479; 0.8773584905660378; 0.8915094339622642
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; 12; ipca_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.95833333 0.95138889 0.97222222 0.96875    0.96853147]; 0.5702127659574469; 0.5361702127659574; 0.8883647798742138; 0.9979152189020153; 0.9986091794158554; 0.9979137691237832; 0.5774058577405857; 0.5702479338842975; 0.5702116862403944; 0.5112107623318386; 0.5; 0.5351239669421487; 0.8879537085744346; 0.8846960167714885; 0.8883647798742139
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.93356643 0.95804196 0.96153846 0.97202797 0.95774648]; 0.6333333333333333; 0.6208333333333333; 0.9056603773584906; 0.9992992291520673; 0.9985994397759104; 0.9992997198879552; 0.7124183006535948; 0.7956204379562044; 0.6065480830557721; 0.6345381526104418; 0.7669902912621359; 0.6389695981858126; 0.9091826437941473; 0.9444444444444444; 0.9056603773584906
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.95833333 0.92708333 0.95833333 0.94791667 0.98958333]; 0.56875; 0.59375; 0.83125; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6790697674418604; 0.9125; 0.56875; 0.6919431279620853; 0.9125; 0.59375; 0.8508287292817679; 0.9625; 0.8312499999999999
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.92708333 0.89583333 0.875      0.89583333 0.95744681]; 0.5723270440251572; 0.5786163522012578; 0.8253768844221105; 0.9916666666666667; 0.99581589958159; 0.99163179916318; 0.6494845360824741; 0.7777777777777778; 0.5683760683760684; 0.593939393939394; 0.7101449275362319; 0.5939613526570049; 0.8343265792610249; 0.8997429305912596; 0.827021342445507
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.89583333 0.92708333 0.93617021 0.94680851 0.90425532]; 0.6835443037974683; 0.569620253164557; 0.8493670886075949; 0.9978947368421053; 1.0; 0.9978902953586498; 0.7252747252747253; 0.825; 0.6817307692307693; 0.5903614457831325; 0.6363636363636364; 0.5712682379349046; 0.8554070473876063; 0.8934010152284264; 0.849478285391991
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.76041667 0.73958333 0.75531915 0.80851064 0.75531915]; 0.5316455696202531; 0.4810126582278481; 0.7746835443037975; 0.9547325102880658; 0.9789029535864979; 0.9535864978902954; 0.6476190476190475; 0.7906976744186046; 0.5064599483204134; 0.5858585858585859; 0.7631578947368421; 0.4913350449293966; 0.8008948545861297; 0.8972431077694235; 0.7734297380279344
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.75       0.67708333 0.67021277 0.68085106 0.72340426]; 0.5632911392405063; 0.5822784810126582; 0.8215189873417722; 0.9874476987447699; 0.9957805907172996; 0.9873417721518988; 0.6698564593301436; 0.7954545454545454; 0.5334415584415584; 0.6699999999999999; 0.7701149425287356; 0.5611138092925367; 0.8410372040586247; 0.9053398058252428; 0.8177492679919864
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.70833333 0.73958333 0.6875     0.80208333]; 0.45625; 0.48125; 0.7875; 1.0; 1.0; 1.0; 0.4313725490196078; 0.4583333333333333; 0.456439393939394; 0.5029940119760479; 0.5060240963855421; 0.4802847754654984; 0.7875; 0.7974683544303798; 0.7876230661040788
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.92708333 0.84375    0.88541667 0.90625    0.89583333]; 0.625; 0.68125; 0.84375; 0.970954356846473; 0.975; 0.9708333333333333; 0.6428571428571429; 0.75; 0.6363636363636364; 0.6982248520710059; 0.8194444444444444; 0.6938131313131313; 0.8473748473748474; 0.9036458333333334; 0.846053685897436
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.90625    0.95833333 0.95833333 0.96875   ]; 0.6375; 0.625; 0.8525; 1.0; 1.0; 1.0; 0.6506024096385542; 0.7297297297297297; 0.6439346323067253; 0.6511627906976745; 0.7368421052631579; 0.6303258145363408; 0.8557457212713936; 0.8974358974358975; 0.8535959974984365
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.91666667 0.92708333 0.94791667 0.94791667 0.91666667]; 0.63125; 0.6; 0.845; 0.997920997920998; 1.0; 0.9979166666666667; 0.6424242424242426; 0.726027397260274; 0.6388757675956542; 0.6363636363636364; 0.6746987951807228; 0.5970896573306211; 0.8491484184914841; 0.8813131313131313; 0.8453595359535954
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; 6; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.96478873 0.96478873 0.92957746 0.92253521 0.91549296]; 0.6228813559322034; 0.5889830508474576; 0.8417935702199661; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.7043189368770765; 0.8760330578512396; 0.6162773984908372; 0.6860841423948221; 0.905982905982906; 0.591646915176327; 0.8582259287338893; 0.954468802698145; 0.8414109718074766
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; 6; ipca_diff; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.94444444 0.90972222 0.88888889 0.9375     0.95833333]; 0.625; 0.7083333333333334; 0.8666666666666667; 1.0; 1.0; 1.0; 0.6666666666666667; 0.8411214953271028; 0.6461246574379874; 0.761904761904762; 0.875; 0.6964285714285714; 0.8753894080996886; 0.9445378151260504; 0.8673102298770747
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.88028169 0.88028169 0.88028169 0.90140845 0.92253521]; 0.635593220338983; 0.6949152542372882; 0.862098138747885; 0.9929478138222848; 0.9915492957746479; 0.9929577464788732; 0.6260869565217392; 0.6428571428571429; 0.6359447004608295; 0.6949152542372881; 0.7192982456140351; 0.6957146965775094; 0.8612765957446807; 0.8709122203098106; 0.8622447956790318
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.74305556 0.70833333 0.73611111 0.71527778 0.71830986]; 0.46443514644351463; 0.5523012552301255; 0.8035117056856187; 1.0; 1.0; 1.0; 0.5492957746478873; 0.6724137931034483; 0.4703532380151388; 0.627177700348432; 0.7758620689655172; 0.5586627417998318; 0.8176881303335921; 0.8917089678510999; 0.8045321698759632
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.70833333 0.76388889 0.77464789 0.73943662 0.75352113]; 0.5252100840336135; 0.5336134453781513; 0.8117647058823529; 1.0; 1.0; 1.0; 0.592057761732852; 0.6307692307692307; 0.5144586894586894; 0.5506072874493927; 0.5666666666666667; 0.5333333333333333; 0.8190630048465267; 0.8352553542009885; 0.8112811933955201
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.61111111 0.72916667 0.77777778 0.74305556]; 0.5083333333333333; 0.5; 0.8016666666666666; 1.0; 1.0; 1.0; 0.6040268456375839; 0.6666666666666666; 0.48571428571428565; 0.5555555555555555; 0.6944444444444444; 0.5176767676767677; 0.8152173913043478; 0.8706467661691543; 0.801320033000825
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.93055556 0.93055556 0.92361111 0.93661972 0.92253521]; 0.592436974789916; 0.6176470588235294; 0.8280201342281879; 0.9764216366158114; 0.9832402234636871; 0.9762569832402234; 0.6498194945848376; 0.6923076923076923; 0.5822649572649572; 0.6345381526104418; 0.8144329896907216; 0.6483512466184105; 0.8356054530874097; 0.8905982905982905; 0.8291541700108421
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; 6; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.94444444 0.8943662  0.88028169 0.9084507  0.9084507 ]; 0.6751054852320675; 0.6160337552742616; 0.8482293423271501; 0.9828571428571428; 0.9662921348314607; 0.9831460674157304; 0.6350710900473934; 0.5775862068965517; 0.6730906241094328; 0.6127659574468085; 0.6; 0.6162393162393163; 0.8429319371727748; 0.8158783783783784; 0.8481748794248796
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.84507042 0.85211268 0.88028169 0.87323944 0.86619718]; 0.6822033898305084; 0.6864406779661016; 0.8587140439932318; 0.9743589743589743; 0.9633802816901409; 0.9746478873239437; 0.701195219123506; 0.7927927927927928; 0.6883963963963965; 0.6967213114754098; 0.7657657657657657; 0.6908828828828828; 0.8604845446950711; 0.8925476603119584; 0.859496970651847
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; 8; ipca_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.921875   0.953125   0.94791667 0.94736842 0.96315789]; 0.5628930817610063; 0.5188679245283019; 0.8165829145728644; 1.0; 1.0; 1.0; 0.6293333333333334; 0.7515923566878981; 0.5652371721327689; 0.6126582278481013; 0.7610062893081762; 0.5188679245283019; 0.8308227114716107; 0.9030226700251889; 0.8167995555639729
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; 8; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.88541667 0.92105263 0.95789474 0.90526316 0.95789474]; 0.6750788643533123; 0.6593059936908517; 0.8663303909205549; 0.9989484752891693; 0.9978991596638656; 0.9989495798319328; 0.7392405063291139; 0.8795180722891566; 0.6649245990584856; 0.7096774193548387; 0.868421052631579; 0.6675438596491228; 0.8766006984866124; 0.9483627204030227; 0.8662268147469658
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.95789474 0.88947368 0.88421053 0.93684211 0.88947368]; 0.6550632911392406; 0.5949367088607594; 0.8476611883691529; 0.9957805907172996; 0.9936842105263158; 0.9957894736842106; 0.6803519061583577; 0.7631578947368421; 0.659017971758665; 0.6121212121212122; 0.6601307189542484; 0.5969365251212959; 0.8511426806670785; 0.8833333333333333; 0.8481504571903574
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; 8; ipca_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.74479167 0.69791667 0.703125   0.76842105 0.72631579]; 0.5314465408805031; 0.48742138364779874; 0.7638190954773869; 0.9354838709677419; 0.9707112970711297; 0.9330543933054393; 0.5940054495912807; 0.6987179487179487; 0.5345441595441595; 0.5873417721518986; 0.6744186046511628; 0.47077094616119775; 0.7856328392246295; 0.8548387096774194; 0.762661085118608
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.65104167 0.71354167 0.68421053 0.68421053 0.7       ]; 0.5251572327044025; 0.48742138364779874; 0.7981132075471699; 0.9926701570680629; 0.9937106918238994; 0.9926624737945492; 0.5863013698630137; 0.6948051948051948; 0.5303294266708901; 0.5744125326370757; 0.6748466257668712; 0.4825846032060162; 0.8115091015854373; 0.8702770780856424; 0.798203865675987
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.72916667 0.671875   0.74479167 0.66145833 0.71354167]; 0.559375; 0.5625; 0.815625; 0.9855371900826446; 0.99375; 0.9854166666666666; 0.5121107266435986; 0.5211267605633803; 0.5555072005064092; 0.5569620253164557; 0.5301204819277109; 0.5637615396651541; 0.8124602670057215; 0.8109137055837563; 0.8155553749593658
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.92708333 0.90625    0.86979167 0.89583333 0.87894737]; 0.6394984326018809; 0.6112852664576802; 0.8208020050125313; 0.9508881922675025; 0.9498956158663883; 0.9509394572025053; 0.6567164179104479; 0.738255033557047; 0.6455981050138176; 0.6555555555555556; 0.6900584795321637; 0.605164374901217; 0.8268765133171914; 0.8548185231539425; 0.8207593243122284
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.86979167 0.89583333 0.88421053 0.88947368 0.89473684]; 0.5974842767295597; 0.6226415094339622; 0.8339622641509434; 0.9831223628691983; 0.9769392033542977; 0.9832285115303984; 0.6049382716049383; 0.6049382716049383; 0.597340930674264; 0.6470588235294118; 0.6962025316455697; 0.6231012658227849; 0.8362282878411911; 0.8456712672521958; 0.8339327332477876
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.890625   0.89473684 0.92631579 0.87894737 0.9       ]; 0.6845425867507886; 0.637223974763407; 0.8556116015132409; 0.9852008456659619; 0.9789915966386554; 0.9852941176470589; 0.6855345911949685; 0.7266666666666667; 0.6866866267465069; 0.6587537091988132; 0.7115384615384616; 0.6383779264214048; 0.8569643972517178; 0.8772378516624041; 0.8559074830451323
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.9        0.91666667 0.90336134 0.92436975 0.87394958]; 0.6134453781512605; 0.6162464985994398; 0.8380503144654088; 0.9715242881072027; 0.9715242881072027; 0.9715242881072027; 0.661764705882353; 0.8181818181818182; 0.6278409090909092; 0.6864988558352403; 0.78125; 0.6027462121212122; 0.8484551250613046; 0.9067085953878407; 0.8380503144654088
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.90833333 0.91666667 0.89495798 0.89915966 0.89915966]; 0.6358543417366946; 0.6442577030812325; 0.860587002096436; 0.9924559932942163; 0.9916247906197655; 0.992462311557789; 0.6467391304347826; 0.6918604651162791; 0.6378221244500314; 0.6613333333333334; 0.6702702702702703; 0.6432746700188561; 0.862603305785124; 0.8752620545073375; 0.8605870020964361
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.90756303 0.8697479  0.8907563  0.88235294 0.87288136]; 0.6638888888888889; 0.6805555555555556; 0.8763102725366876; 1.0; 1.0; 1.0; 0.7280898876404495; 0.8852459016393442; 0.6601370751134574; 0.7294117647058823; 0.8757062146892656; 0.683754746688895; 0.8853255587949466; 0.9549266247379455; 0.8763102725366877
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.73529412 0.73109244 0.75210084 0.73109244 0.72689076]; 0.5487465181058496; 0.4818941504178273; 0.8176100628930818; 1.0; 1.0; 1.0; 0.564516129032258; 0.5585106382978723; 0.5482611671021526; 0.4685714285714286; 0.47953216374269003; 0.4817873584670897; 0.8179916317991632; 0.8197064989517819; 0.8176100628930818
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; 10; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7125     0.77083333 0.7125     0.75416667 0.74789916]; 0.5098591549295775; 0.48450704225352115; 0.8128930817610063; 1.0; 1.0; 1.0; 0.5876777251184834; 0.6775956284153005; 0.5044954886262549; 0.534351145038168; 0.6104651162790697; 0.48829266742915234; 0.8226527570789866; 0.8679245283018868; 0.8128930817610063
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.70833333 0.70833333 0.66666667 0.675      0.69583333]; 0.5932203389830508; 0.5112994350282486; 0.8249475890985325; 0.9858686616791356; 0.9883333333333333; 0.9858333333333332; 0.6249999999999999; 0.6818181818181818; 0.5937180796731358; 0.5728395061728395; 0.651685393258427; 0.5105017875383044; 0.8323293172690763; 0.8689727463312369; 0.8249475890985325
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; 10; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8697479  0.87394958 0.91596639 0.90756303 0.94067797]; 0.6138888888888889; 0.5722222222222222; 0.8191823899371069; 0.9569536423841059; 0.9730639730639731; 0.9562289562289563; 0.6876404494382022; 0.7688442211055276; 0.5956022347763663; 0.6333333333333333; 0.8260869565217391; 0.5964605636880054; 0.8335745296671491; 0.9056603773584906; 0.8191823899371069
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.87083333 0.89495798 0.88235294 0.8907563  0.90336134]; 0.6033519553072626; 0.5921787709497207; 0.8380503144654088; 0.9822784810126582; 0.9765100671140939; 0.9823825503355705; 0.6055555555555555; 0.6022099447513812; 0.6033648593813403; 0.6010928961748634; 0.6214689265536724; 0.5925024190779411; 0.8383045525902669; 0.839622641509434; 0.8380503144654088
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94537815 0.91596639 0.88655462 0.90336134 0.8907563 ]; 0.6601671309192201; 0.6629526462395543; 0.8637316561844863; 0.9856540084388186; 0.9815126050420168; 0.9857142857142858; 0.7214611872146117; 0.8540540540540541; 0.6540385212799006; 0.7152941176470589; 0.8735632183908046; 0.6692140416278347; 0.8730468750000001; 0.9371069182389937; 0.8637316561844864
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.92361111 0.91608392 0.9020979  0.93006993 0.9020979 ]; 0.6176470588235294; 0.592436974789916; 0.9014675052410901; 1.0; 1.0; 1.0; 0.6976744186046512; 0.813953488372093; 0.5996372946447621; 0.6498194945848376; 0.8256880733944955; 0.6105184553018989; 0.9064676616915424; 0.9549266247379455; 0.9014675052410902
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88811189 0.8986014  0.8951049  0.91608392 0.8951049 ]; 0.5648535564853556; 0.606694560669456; 0.8962264150943396; 1.0; 1.0; 1.0; 0.6413793103448276; 0.8157894736842105; 0.5758947368421052; 0.6780821917808219; 0.792; 0.5977543859649124; 0.9015904572564611; 0.950733752620545; 0.8962264150943395
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.92708333 0.93356643 0.8986014  0.92657343 0.8951049 ]; 0.6764705882352942; 0.6218487394957983; 0.9124737945492662; 1.0; 1.0; 1.0; 0.7158671586715868; 0.8508771929824561; 0.6835031126202603; 0.6785714285714285; 0.7661290322580645; 0.6155206564799094; 0.9157841654059506; 0.9517819706498952; 0.9124737945492662
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71328671 0.68531469 0.74125874 0.72377622 0.70774648]; 0.5541666666666667; 0.5291666666666667; 0.8846960167714885; 1.0; 1.0; 1.0; 0.6348122866894199; 0.7560975609756098; 0.5489889514279759; 0.5670498084291188; 0.6324786324786325; 0.531686470710861; 0.8890010090817356; 0.9234800838574424; 0.8846960167714885
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; 12; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.75524476 0.74125874 0.71678322 0.76923077 0.74475524]; 0.5271966527196653; 0.48535564853556484; 0.8763102725366876; 1.0; 1.0; 1.0; 0.570342205323194; 0.635593220338983; 0.5285404118223841; 0.5214007782101167; 0.5537190082644629; 0.4844866227762993; 0.8789743589743589; 0.8983228511530398; 0.8763102725366877
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76573427 0.69230769 0.6993007  0.67482517 0.65492958]; 0.5291666666666667; 0.5083333333333333; 0.8789308176100629; 1.0; 1.0; 1.0; 0.5735849056603773; 0.608; 0.5257391304347826; 0.5461538461538462; 0.6173913043478261; 0.512695652173913; 0.8817204301075269; 0.9025157232704403; 0.8789308176100629
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.91258741 0.92307692 0.88111888 0.90559441 0.9084507 ]; 0.6458333333333334; 0.5958333333333333; 0.8679245283018868; 0.951048951048951; 0.9523809523809523; 0.9509803921568627; 0.6816479400749064; 0.7054263565891473; 0.6410014665828618; 0.6311787072243347; 0.7477477477477478; 0.6064320134087576; 0.8714285714285713; 0.8951781970649895; 0.8679245283018868
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.91608392 0.91258741 0.89160839 0.90909091 0.93309859]; 0.725; 0.6833333333333333; 0.9145702306079665; 0.9853249475890986; 0.9873949579831933; 0.9852941176470588; 0.679611650485437; 0.6086956521739131; 0.7203478260869565; 0.6481481481481483; 0.56; 0.688695652173913; 0.9120345385860766; 0.8857442348008385; 0.9145702306079665
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.87152778 0.88111888 0.9020979  0.9020979  0.8951049 ]; 0.680672268907563; 0.6764705882352942; 0.9082809224318659; 0.9847222222222223; 0.9902234636871509; 0.9846368715083799; 0.6666666666666665; 0.6440677966101694; 0.6803672316384181; 0.6751054852320675; 0.6666666666666666; 0.6765536723163841; 0.9081364829396326; 0.9067085953878407; 0.9082809224318658
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.88541667 0.80208333 0.91666667 0.88541667 0.91666667]; 0.59375; 0.6375; 0.84625; 1.0; 1.0; 1.0; 0.6107784431137725; 0.6623376623376623; 0.5962290721326866; 0.6375000000000001; 0.6891891891891891; 0.6411062225015712; 0.8475836431226765; 0.8746803069053708; 0.8468756057754238
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; 4; ipca_diff; svd; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.875      0.78723404 0.84042553 0.85106383 0.82978723]; 0.6942675159235668; 0.5796178343949044; 0.8549618320610687; 1.0; 1.0; 1.0; 0.7142857142857142; 0.7692307692307693; 0.6947419668938656; 0.6024096385542168; 0.7142857142857143; 0.5927750410509032; 0.858560794044665; 0.9010416666666666; 0.8559934701492535
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.875      0.80208333 0.84375    0.8125     0.85416667]; 0.65; 0.7; 0.85375; 0.9729729729729729; 0.975; 0.9729166666666667; 0.6781609195402298; 0.6555555555555556; 0.6492063492063491; 0.6842105263157895; 0.65; 0.7; 0.8550185873605948; 0.8414634146341463; 0.8540650406504064
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.5625     0.57291667 0.59574468 0.58510638 0.61702128]; 0.5886075949367089; 0.5506329113924051; 0.6012658227848101; 0.6551059730250481; 0.7172995780590717; 0.6223628691983123; 0.5806451612903226; 0.5921052631578947; 0.5887355584082157; 0.6077348066298344; 0.6875; 0.5488782051282051; 0.6315789473684211; 0.6870229007633588; 0.601697848366566
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.61458333 0.47916667 0.63541667 0.53125   ]; 0.53125; 0.44375; 0.795; 1.0; 1.0; 1.0; 0.5283018867924528; 0.5; 0.5328947368421052; 0.44720496894409933; 0.4235294117647059; 0.44509803921568625; 0.795; 0.7775061124694377; 0.7954026726030052
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.5625     0.53125    0.54166667 0.61458333 0.48958333]; 0.5125; 0.56875; 0.81375; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.524390243902439; 0.5058823529411764; 0.5129411764705882; 0.5106382978723404; 0.48; 0.5635294117647058; 0.80970625798212; 0.7925; 0.81375
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.85416667 0.875      0.84375    0.85416667 0.80851064]; 0.6729559748427673; 0.6666666666666666; 0.8404522613065326; 0.9531914893617022; 0.9372384937238494; 0.9539748953974896; 0.7045454545454545; 0.7654320987654321; 0.6711775878442544; 0.6971428571428572; 0.782051282051282; 0.6688034188034188; 0.8453105968331304; 0.871859296482412; 0.8404522613065327
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; 4; ipca_diff; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.85416667 0.86458333 0.86458333 0.80208333 0.80208333]; 0.64375; 0.625; 0.84375; 0.9833333333333333; 0.9833333333333333; 0.9833333333333333; 0.6984126984126984; 0.75; 0.6319444444444444; 0.6296296296296297; 0.6296296296296297; 0.6249413970932959; 0.8495788206979543; 0.863080684596577; 0.8433050481806414
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.82291667 0.76041667 0.78723404 0.80851064 0.78723404]; 0.6075949367088608; 0.5632911392405063; 0.8278481012658228; 0.9893842887473461; 0.9831223628691983; 0.989451476793249; 0.6436781609195402; 0.6829268292682927; 0.6046213093709886; 0.5714285714285715; 0.6216216216216216; 0.5667631917631917; 0.8312655086848636; 0.8524173027989822; 0.8279718755808514
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.81944444 0.86111111 0.85416667 0.83802817 0.78169014]; 0.6512605042016807; 0.6050420168067226; 0.8439597315436241; 0.9873417721518989; 0.9804469273743017; 0.9874301675977654; 0.6745098039215687; 0.7478260869565218; 0.6544008483563097; 0.6083333333333333; 0.6517857142857143; 0.607638888888889; 0.845771144278607; 0.8717948717948718; 0.8444641574789846
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; 6; ipca_diff; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.84722222 0.84027778 0.85915493 0.88028169 0.83098592]; 0.6008403361344538; 0.6134453781512605; 0.8277310924369747; 0.9745762711864406; 0.9663865546218487; 0.9747899159663865; 0.6735395189003436; 0.7903225806451613; 0.5925297113752122; 0.6714285714285715; 0.8545454545454545; 0.6303977272727272; 0.8397185301016419; 0.9086294416243654; 0.8282713151360559
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.80985915 0.79577465 0.76056338 0.75352113 0.83098592]; 0.7161016949152542; 0.6610169491525424; 0.8460236886632826; 0.9490538573508006; 0.9183098591549296; 0.9507042253521127; 0.726530612244898; 0.7739130434782608; 0.7175350341358246; 0.6694214876033058; 0.7168141592920354; 0.6632851284265056; 0.8449744463373084; 0.8507718696397941; 0.8460871034342543
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.57042254 0.54929577 0.65492958 0.61971831 0.67605634]; 0.5042372881355932; 0.5211864406779662; 0.5854483925549916; 0.6829268292682926; 0.7887323943661971; 0.6338028169014084; 0.6486486486486486; 0.9473684210526315; 0.5187661777394306; 0.6586102719033233; 0.9008264462809917; 0.5112827883578872; 0.6698113207547169; 0.8423728813559322; 0.585882386623912
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; 6; ipca_diff; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.56338028 0.52112676 0.56338028 0.55633803 0.54929577]; 0.5127118644067796; 0.5423728813559322; 0.8104906937394247; 0.9985935302390998; 1.0; 0.9985915492957746; 0.4978165938864628; 0.48717948717948717; 0.5124973066149537; 0.5645161290322581; 0.5691056910569106; 0.5411900136700482; 0.8114478114478114; 0.8100840336134454; 0.8104934648476085
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.58333333 0.55555556 0.54861111 0.50694444 0.39583333]; 0.49583333333333335; 0.5458333333333333; 0.8058333333333333; 0.9958391123439668; 0.9972222222222222; 0.9958333333333335; 0.4669603524229075; 0.4690265486725664; 0.4943557940213225; 0.5657370517928287; 0.5338345864661654; 0.5472911250087837; 0.8056713928273561; 0.7970297029702971; 0.8059222588925561
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; 6; ipca_diff; svdne; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.84722222 0.81690141 0.83802817 0.80985915 0.85211268]; 0.6244725738396625; 0.6033755274261603; 0.8111298482293423; 0.9401459854014599; 0.9044943820224719; 0.9424157303370787; 0.6509803921568628; 0.6693548387096774; 0.6222880388238653; 0.6239999999999999; 0.7090909090909091; 0.6104509663564781; 0.8117647058823529; 0.8186440677966101; 0.8111676714821976
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.72222222 0.72916667 0.75694444 0.79577465 0.80985915]; 0.6302521008403361; 0.6512605042016807; 0.8557046979865772; 0.9986013986013986; 0.9972067039106145; 0.9986033519553073; 0.6615384615384615; 0.7543859649122807; 0.6352574985851727; 0.6745098039215687; 0.7166666666666667; 0.6507062146892655; 0.8601626016260163; 0.893581081081081; 0.8559572072072072
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.79861111 0.77083333 0.82638889 0.75352113 0.74647887]; 0.6260504201680672; 0.6680672268907563; 0.822986577181208; 0.9388335704125178; 0.9217877094972067; 0.9399441340782122; 0.6691449814126395; 0.8108108108108109; 0.6376888699723345; 0.7106227106227107; 0.8434782608695652; 0.6737716507599859; 0.8305220883534137; 0.8852739726027398; 0.8242159336697911
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.83684211 0.83684211 0.8        0.79473684 0.75531915]; 0.6139240506329114; 0.6550632911392406; 0.790506329113924; 0.8896247240618101; 0.8502109704641351; 0.8945147679324894; 0.6611111111111111; 0.7579617834394905; 0.6148299483235189; 0.7046070460704607; 0.8387096774193549; 0.6584852734922861; 0.7975535168195718; 0.8295165394402035; 0.7907028541029734
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; 8; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.78125    0.78645833 0.75263158 0.78421053 0.76315789]; 0.6855345911949685; 0.6666666666666666; 0.8421383647798742; 0.9516648764769066; 0.9287211740041929; 0.9528301886792452; 0.6913580246913581; 0.6511627906976745; 0.6885950939789742; 0.6645569620253163; 0.6521739130434783; 0.6668512877319303; 0.8402291534054741; 0.8148148148148148; 0.8426638176638177
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.83333333 0.78421053 0.78421053 0.77894737 0.82631579]; 0.6277602523659306; 0.6466876971608833; 0.8354350567465322; 0.9671957671957673; 0.9600840336134454; 0.967436974789916; 0.6013513513513513; 0.5705128205128205; 0.6268713170887084; 0.6216216216216216; 0.5714285714285714; 0.6478937728937728; 0.8301886792452832; 0.8045397225725095; 0.8354350567465322
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.52604167 0.49479167 0.57291667 0.59375    0.58854167]; 0.53125; 0.571875; 0.564375; 0.6065259117082533; 0.6583333333333333; 0.5729166666666666; 0.5588235294117647; 0.6209150326797386; 0.535008414543462; 0.6118980169971672; 0.6390532544378699; 0.5678709980798621; 0.598270893371758; 0.6471321695760599; 0.5641675885474284
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; 8; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.55789474 0.63684211 0.6        0.57368421 0.61702128]; 0.560126582278481; 0.4936708860759494; 0.8075949367088607; 0.9947312961011593; 0.9957805907172996; 0.9947257383966245; 0.5669781931464175; 0.5833333333333334; 0.5604166666666667; 0.4838709677419355; 0.5067567567567568; 0.494449806949807; 0.8075949367088608; 0.8200514138817481; 0.8077813179134425
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.54736842 0.56842105 0.56842105 0.54210526 0.51052632]; 0.4620253164556962; 0.49050632911392406; 0.7831858407079646; 0.9873150105708245; 0.9831578947368421; 0.9873684210526316; 0.48170731707317077; 0.5337837837837838; 0.46629665379665375; 0.5194029850746268; 0.5337423312883436; 0.489093387866394; 0.7868241143567432; 0.8053435114503816; 0.7833250220568492
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.77604167 0.80729167 0.81770833 0.78125    0.80729167]; 0.6125; 0.596875; 0.75625; 0.8448471121177802; 0.7770833333333333; 0.8572916666666667; 0.5571428571428572; 0.5098039215686274; 0.6081953739579664; 0.5274725274725274; 0.46153846153846156; 0.5935741088180113; 0.7284122562674096; 0.6628643852978454; 0.7549833640422643
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; 8; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.81770833 0.80729167 0.83157895 0.81052632 0.8       ]; 0.5974842767295597; 0.5849056603773585; 0.8012578616352202; 0.9397849462365591; 0.9161425576519916; 0.941299790356394; 0.5789473684210525; 0.5569620253164557; 0.5972310126582278; 0.5657894736842104; 0.5477707006369427; 0.5844443565296514; 0.7945383615084525; 0.7714646464646465; 0.8011458570669097
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.81052632 0.81052632 0.80526316 0.78947368 0.81578947]; 0.6550632911392406; 0.6234177215189873; 0.8407079646017699; 0.9743589743589742; 0.96; 0.9747368421052631; 0.653968253968254; 0.7103448275862069; 0.6592659810445654; 0.6447761194029851; 0.7012987012987013; 0.625340708674042; 0.8411097099621689; 0.8617571059431525; 0.8411508301992989
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8        0.7875     0.85833333 0.80833333 0.79411765]; 0.5802816901408451; 0.571830985915493; 0.7756813417190775; 0.8906115417743325; 0.8631051752921536; 0.8939899833055093; 0.6339066339066339; 0.7049180327868853; 0.5762962256957682; 0.6218905472636815; 0.7267441860465116; 0.5764868471216165; 0.7827411167512691; 0.8081761006289309; 0.7756813417190777
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; 10; ipca_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.80416667 0.77916667 0.79831933 0.74369748 0.78991597]; 0.6610644257703081; 0.6274509803921569; 0.8406708595387841; 0.9571183533447685; 0.9346733668341709; 0.9581239530988275; 0.6409495548961425; 0.6136363636363636; 0.6604093420391762; 0.6210826210826211; 0.6022099447513812; 0.6278095178302361; 0.8360302049622438; 0.8123689727463312; 0.8406708595387841
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.80833333 0.78991597 0.77310924 0.81092437 0.76470588]; 0.6564245810055865; 0.611731843575419; 0.839622641509434; 0.9625850340136054; 0.9496644295302014; 0.9630872483221476; 0.6821705426356589; 0.7374301675977654; 0.6564245810055866; 0.6273458445040214; 0.6536312849162011; 0.611731843575419; 0.8419421487603306; 0.8542976939203354; 0.8396226415094339
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; 10; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.55462185 0.57563025 0.52941176 0.55042017 0.55084746]; 0.5388888888888889; 0.5916666666666667; 0.5749475890985325; 0.6458036984352775; 0.7643097643097643; 0.5808080808080808; 0.5743589743589744; 0.6187845303867403; 0.538442544522979; 0.6370370370370371; 0.7206703910614525; 0.5923793944257538; 0.631531122217174; 0.7285115303983228; 0.5749475890985325
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.58333333 0.59166667 0.58823529 0.5210084  0.55042017]; 0.5406162464985994; 0.5770308123249299; 0.8349056603773585; 1.0; 1.0; 1.0; 0.5444444444444444; 0.5568181818181818; 0.5408400301356102; 0.5907859078590786; 0.6022099447513812; 0.5766731541938726; 0.8361934477379095; 0.8427672955974843; 0.8349056603773586
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58403361 0.54621849 0.54201681 0.55042017 0.5720339 ]; 0.525; 0.5555555555555556; 0.8055555555555556; 0.966273187183811; 0.9646464646464646; 0.9663299663299663; 0.5415549597855227; 0.5838150289017341; 0.5272016320979258; 0.603960396039604; 0.6524064171122995; 0.5516367345677105; 0.8110035659704534; 0.8343815513626834; 0.8055555555555556
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7625     0.76470588 0.72268908 0.80252101 0.71008403]; 0.6424581005586593; 0.6759776536312849; 0.7693920335429769; 0.8319039451114923; 0.8137583892617449; 0.8355704697986578; 0.6444444444444444; 0.6304347826086957; 0.6428035982008996; 0.6723163841807909; 0.6839080459770115; 0.6761931534232882; 0.7659574468085107; 0.7547169811320755; 0.769392033542977
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; 10; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7875     0.78991597 0.78151261 0.76890756 0.81932773]; 0.5977653631284916; 0.6145251396648045; 0.8165618448637316; 0.9412780656303973; 0.9144295302013423; 0.9429530201342282; 0.5662650602409639; 0.573170731707317; 0.5958637163691225; 0.6310160427807486; 0.6082474226804123; 0.6150993210963038; 0.8122317596566524; 0.7935010482180294; 0.8165618448637317
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.78151261 0.77310924 0.7605042  0.80672269 0.73728814]; 0.6111111111111112; 0.6805555555555556; 0.8406708595387841; 0.9579399141630901; 0.9393939393939394; 0.9587542087542088; 0.6; 0.6; 0.6108108108108108; 0.6814404432132964; 0.6648648648648648; 0.6810038610038609; 0.8379530916844349; 0.8238993710691824; 0.8406708595387841
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.79370629 0.80769231 0.80769231 0.83216783 0.82394366]; 0.5916666666666667; 0.6375; 0.8238993710691824; 0.8903413217138708; 0.8585434173669467; 0.8942577030812325; 0.6666666666666666; 0.7967479674796748; 0.5864081717740255; 0.6947368421052632; 0.8461538461538461; 0.6425891181988743; 0.8282208588957056; 0.8490566037735849; 0.8238993710691824
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; 12; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78671329 0.81468531 0.76223776 0.79020979 0.79929577]; 0.7083333333333334; 0.6833333333333333; 0.8873165618448637; 0.9503953989935299; 0.9257703081232493; 0.9516806722689076; 0.7033898305084746; 0.7280701754385965; 0.7092731829573935; 0.6779661016949152; 0.6349206349206349; 0.6858813700918964; 0.8845947396672035; 0.8637316561844863; 0.8873165618448637
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.79166667 0.76736111 0.76223776 0.79020979 0.73426573]; 0.6540084388185654; 0.6540084388185654; 0.8784067085953878; 0.951841359773371; 0.9372384937238494; 0.9525801952580195; 0.6168224299065421; 0.6055045871559633; 0.6504085435779816; 0.6465517241379309; 0.5859375; 0.6599412270642202; 0.8751345532831001; 0.8522012578616353; 0.8784067085953878
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.51388889 0.5625     0.5979021  0.56293706 0.58391608]; 0.5232067510548524; 0.5527426160337553; 0.7583857442348009; 0.8367071524966262; 0.8647140864714087; 0.8312412831241284; 0.5311203319502075; 0.512; 0.5238571428571428; 0.5546218487394958; 0.5892857142857143; 0.5546428571428572; 0.7649158592554819; 0.7861635220125787; 0.7583857442348009
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.60416667 0.57291667 0.54195804 0.52797203 0.53146853]; 0.5864978902953587; 0.5991561181434599; 0.8977987421383647; 0.9986033519553074; 0.99721059972106; 0.9986052998605299; 0.5545454545454546; 0.5083333333333333; 0.5875000000000001; 0.5851528384279475; 0.5726495726495726; 0.5988247863247863; 0.8963317384370016; 0.8836477987421384; 0.8977987421383649
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.56597222 0.54861111 0.54195804 0.54895105 0.52447552]; 0.510548523206751; 0.48945147679324896; 0.8522012578616353; 0.9686411149825784; 0.9693165969316597; 0.9686192468619247; 0.5; 0.5132743362831859; 0.510669426206109; 0.4979253112033195; 0.4838709677419355; 0.4897230944904367; 0.8522012578616353; 0.8522012578616353; 0.8522012578616351
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.76223776 0.76923077 0.76573427 0.75174825 0.77112676]; 0.7208333333333333; 0.6958333333333333; 0.8584905660377359; 0.9070100143061516; 0.8879551820728291; 0.9089635854341737; 0.7099567099567099; 0.6890756302521008; 0.7205708729772901; 0.6812227074235808; 0.6446280991735537; 0.6962636294187097; 0.8546824542518837; 0.8322851153039832; 0.8584905660377359
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; 12; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.82517483 0.75874126 0.82167832 0.82167832 0.83098592]; 0.5958333333333333; 0.5458333333333333; 0.8611111111111112; 0.9578872234118487; 0.9397759103641457; 0.9586834733893557; 0.6643598615916956; 0.7384615384615385; 0.5828671328671329; 0.5947955390334572; 0.7272727272727273; 0.5597902097902099; 0.8647269014803471; 0.8878406708595388; 0.861111111111111
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.73611111 0.8041958  0.75174825 0.77272727 0.75874126]; 0.6722689075630253; 0.6764705882352942; 0.8967505241090147; 0.9702549575070821; 0.9567039106145251; 0.9706703910614525; 0.5894736842105264; 0.48695652173913045; 0.6662424885118416; 0.6243902439024391; 0.5203252032520326; 0.681901732060799; 0.8909795240730491; 0.8438155136268344; 0.8967505241090147
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; 4; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.83333333 0.82291667 0.83333333 0.78125    0.71875   ]; 0.58125; 0.525; 0.82125; 1.0; 1.0; 1.0; 0.6528497409326425; 0.7590361445783133; 0.5743232670943514; 0.5957446808510638; 0.7088607594936709; 0.5272698859196749; 0.8339140534262485; 0.8930348258706468; 0.8208892722318057
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.79166667 0.83333333 0.78723404 0.78723404 0.80851064]; 0.6012658227848101; 0.5; 0.8189873417721519; 0.9978947368421053; 1.0; 0.9978902953586498; 0.6666666666666666; 0.8289473684210527; 0.6095956354300385; 0.5212121212121211; 0.6825396825396826; 0.5307435254803676; 0.827503015681544; 0.9122340425531915; 0.823266779730702
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.80208333 0.72916667 0.83333333 0.75531915 0.79787234]; 0.620253164556962; 0.5822784810126582; 0.8207070707070707; 0.9668049792531119; 0.9789915966386554; 0.9663865546218487; 0.5714285714285714; 0.5263157894736842; 0.6168164313222079; 0.5352112676056339; 0.5588235294117647; 0.5794117647058824; 0.8141361256544503; 0.8141361256544503; 0.8204826969735667
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; 4; ipca_diff; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.42708333 0.47916667 0.51041667 0.56382979 0.56382979]; 0.5253164556962026; 0.5379746835443038; 0.7916666666666666; 0.9640591966173362; 0.957983193277311; 0.9642857142857144; 0.46808510638297873; 0.4342105263157895; 0.5219833119383825; 0.5521472392638036; 0.5357142857142857; 0.5381274131274132; 0.7876447876447876; 0.7688442211055276; 0.7917825166441345
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.61458333 0.53125    0.45744681 0.53191489 0.53191489]; 0.4240506329113924; 0.4873417721518987; 0.7822784810126582; 1.0; 1.0; 1.0; 0.47398843930635837; 0.5061728395061729; 0.42191758858425527; 0.4774193548387097; 0.4868421052631579; 0.4873234916559692; 0.7855361596009975; 0.799492385786802; 0.7823219504691585
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.53125    0.58333333 0.375      0.5        0.4375    ]; 0.5625; 0.51875; 0.81375; 0.9958333333333333; 0.9958333333333333; 0.9958333333333333; 0.5783132530120482; 0.5581395348837209; 0.5628535512256443; 0.4615384615384615; 0.42857142857142855; 0.5154905335628227; 0.8111533586818759; 0.794044665012407; 0.8138989068135083
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; 4; ipca_diff; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.65625    0.70833333 0.73958333 0.76595745 0.71276596]; 0.6582278481012658; 0.5506329113924051; 0.7537878787878788; 0.8478260869565217; 0.819327731092437; 0.8529411764705882; 0.625; 0.569620253164557; 0.6582278481012658; 0.5298013245033114; 0.4878048780487805; 0.5531129653401797; 0.7417218543046358; 0.7017543859649122; 0.7541850810231687
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.80208333 0.77083333 0.68085106 0.74468085 0.72340426]; 0.5822784810126582; 0.5949367088607594; 0.8075949367088607; 0.9535864978902954; 0.9535864978902954; 0.9535864978902954; 0.6206896551724138; 0.6428571428571429; 0.5781853281853282; 0.5789473684210527; 0.5866666666666667; 0.5945381526104417; 0.8100000000000002; 0.8181818181818182; 0.8075680664513153
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.8125     0.79166667 0.71875    0.73958333 0.75531915]; 0.5283018867924528; 0.5660377358490566; 0.800251256281407; 0.9681528662420382; 0.9539748953974896; 0.9686192468619246; 0.4897959183673469; 0.48; 0.5257142857142857; 0.4888888888888889; 0.4583333333333333; 0.5567528735632183; 0.7888446215139441; 0.7694300518134715; 0.7993491722481991
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; 6; ipca_diff; svd; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.77777778 0.74305556 0.75       0.80555556 0.77464789]; 0.6234309623430963; 0.5564853556485355; 0.7274247491638796; 0.8076923076923076; 0.7604456824512534; 0.8189415041782729; 0.5794392523364487; 0.62; 0.6229496402877698; 0.5760000000000001; 0.5538461538461539; 0.5567395906845448; 0.7140350877192981; 0.6910016977928692; 0.7268847039211463
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.64583333 0.69444444 0.77083333 0.69014085 0.70422535]; 0.6260504201680672; 0.6302521008403361; 0.8171140939597316; 0.9418439716312057; 0.9273743016759777; 0.9427374301675977; 0.6079295154185023; 0.5609756097560976; 0.6283138918345705; 0.6239316239316239; 0.584; 0.6327079646017698; 0.8130360205831904; 0.7821782178217822; 0.8177102693204474
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.61111111 0.77083333 0.73611111 0.71830986 0.73943662]; 0.6218487394957983; 0.6092436974789915; 0.8011744966442953; 0.925; 0.9301675977653632; 0.9245810055865922; 0.628099173553719; 0.6666666666666666; 0.6236559139784945; 0.610878661087866; 0.6134453781512605; 0.6092436974789917; 0.8026644462947543; 0.8155668358714044; 0.8012942332435226
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; 6; ipca_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54861111 0.46527778 0.57638889 0.50694444 0.53521127]; 0.5355648535564853; 0.5188284518828452; 0.8110367892976589; 1.0; 1.0; 1.0; 0.5316455696202532; 0.5779816513761468; 0.5389908256880733; 0.5188284518828452; 0.5254237288135594; 0.5189102115142177; 0.8107202680067002; 0.825938566552901; 0.8113299390141553
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; 6; ipca_diff; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.5        0.45774648 0.45070423 0.45070423 0.58450704]; 0.4219409282700422; 0.5316455696202531; 0.790893760539629; 1.0; 1.0; 1.0; 0.42194092827004215; 0.4065040650406504; 0.4225502781343603; 0.5276595744680851; 0.4881889763779528; 0.5350035790980673; 0.7905405405405406; 0.7722772277227723; 0.7913110276544895
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.50694444 0.47222222 0.53472222 0.54166667 0.47222222]; 0.44166666666666665; 0.4625; 0.7783333333333333; 0.99581589958159; 0.9916666666666667; 0.9958333333333333; 0.4369747899159664; 0.4444444444444444; 0.4417344173441734; 0.473469387755102; 0.4715447154471545; 0.46226808421930377; 0.7783333333333333; 0.7783333333333333; 0.7783333333333333
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.72916667 0.75       0.72916667 0.70138889 0.74305556]; 0.5875; 0.5791666666666667; 0.7383333333333333; 0.840782122905028; 0.8361111111111111; 0.8416666666666667; 0.5892116182572613; 0.5916666666666667; 0.5874999999999999; 0.597609561752988; 0.6302521008403361; 0.5795888603375234; 0.7400662251655629; 0.7462437395659433; 0.7383464954069318
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; 6; ipca_diff; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.73611111 0.74305556 0.78169014 0.8028169  0.76760563]; 0.592436974789916; 0.592436974789916; 0.8016806722689076; 0.9400000000000001; 0.9215686274509803; 0.9411764705882352; 0.6283524904214559; 0.6507936507936508; 0.5887896825396826; 0.6394052044609666; 0.7049180327868853; 0.589527981910684; 0.808130081300813; 0.8214876033057851; 0.8013420922511832
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.73611111 0.79861111 0.72916667 0.79861111]; 0.5291666666666667; 0.6208333333333333; 0.8041666666666667; 0.9565217391304347; 0.9472222222222222; 0.9569444444444444; 0.5387755102040817; 0.5641025641025641; 0.5300187617260788; 0.6486486486486487; 0.7241379310344828; 0.6241657397107898; 0.8069022185702547; 0.8279932546374368; 0.8044414378623757
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.73684211 0.77894737 0.74736842 0.68947368 0.7393617 ]; 0.5981012658227848; 0.6455696202531646; 0.709493670886076; 0.7782258064516129; 0.8143459915611815; 0.767932489451477; 0.5942492012779552; 0.6038961038961039; 0.5982443482443482; 0.6433121019108281; 0.6474358974358975; 0.6455929487179487; 0.7164916615194564; 0.7397959183673469; 0.7097220797866884
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; 8; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.74736842 0.68947368 0.73157895 0.73684211 0.74210526]; 0.5664556962025317; 0.6234177215189873; 0.781921618204804; 0.9058201058201057; 0.9010526315789473; 0.9063157894736842; 0.5678233438485805; 0.5960264900662252; 0.5677102147300822; 0.636085626911315; 0.6582278481012658; 0.6234177215189873; 0.7828823159219634; 0.7933673469387755; 0.7820220193340494
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.734375   0.74736842 0.68947368 0.71578947 0.66315789]; 0.6435331230283912; 0.61198738170347; 0.8184110970996217; 0.9450317124735729; 0.9390756302521008; 0.9453781512605042; 0.6816901408450704; 0.711764705882353; 0.6381952781112445; 0.6095238095238095; 0.6442953020134228; 0.613814317673378; 0.8217821782178218; 0.8352201257861636; 0.8183685963949782
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; 8; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.60526316 0.56315789 0.55789474 0.5        0.52631579]; 0.5189873417721519; 0.5253164556962026; 0.809102402022756; 1.0; 1.0; 1.0; 0.5159235668789809; 0.5094339622641509; 0.5190481913231583; 0.53125; 0.5414012738853503; 0.5254176180747506; 0.8093434343434344; 0.8103666245259166; 0.809102402022756
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; 8; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.54166667 0.515625   0.53125    0.52083333 0.55729167]; 0.465625; 0.521875; 0.7975; 1.0; 1.0; 1.0; 0.4501607717041801; 0.4697986577181208; 0.46589348090584404; 0.5203761755485894; 0.515527950310559; 0.521914918551506; 0.7962264150943396; 0.8012658227848102; 0.7975464916393187
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.46842105 0.48947368 0.46315789 0.51578947 0.47340426]; 0.5126582278481012; 0.5; 0.799367088607595; 0.9947312961011593; 0.9957805907172996; 0.9947257383966245; 0.4761904761904762; 0.4861111111111111; 0.5104974160206719; 0.5380116959064326; 0.519774011299435; 0.49729707759216357; 0.7999999999999999; 0.7974842767295598; 0.7993790810399393
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; 8; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.75       0.765625   0.71354167 0.734375   0.73684211]; 0.5642633228840125; 0.5862068965517241; 0.6879699248120301; 0.7652533609100312; 0.7724425887265136; 0.7630480167014614; 0.6312997347480106; 0.725609756097561; 0.5595790715971676; 0.6312849162011174; 0.7290322580645161; 0.590125885129819; 0.7074030552291422; 0.7543859649122807; 0.6879699248120301
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; 8; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.78125    0.75520833 0.71875    0.734375   0.72395833]; 0.578125; 0.534375; 0.7675; 0.9035087719298245; 0.8583333333333333; 0.9083333333333334; 0.5631067961165047; 0.4887640449438202; 0.5894524450071214; 0.49146757679180886; 0.46153846153846156; 0.5325984990619137; 0.7542932628797886; 0.7014742014742015; 0.7686760320348106
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.69270833 0.69473684 0.66842105 0.75789474]; 0.6194968553459119; 0.6383647798742138; 0.8207547169811321; 0.948798328108673; 0.9517819706498952; 0.9486373165618449; 0.6532951289398281; 0.6909090909090909; 0.6166963755199051; 0.6504559270516717; 0.6645962732919255; 0.6380306207223958; 0.8256880733944955; 0.8405977584059776; 0.8205530088090879
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; 10; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.70416667 0.76470588 0.71008403 0.78991597 0.7394958 ]; 0.547486033519553; 0.5418994413407822; 0.6944444444444444; 0.7922392886014552; 0.8221476510067114; 0.7843959731543624; 0.6267281105990783; 0.7272727272727273; 0.5390749601275917; 0.6150234741784038; 0.7660818713450293; 0.5514901335334772; 0.7219837863614686; 0.7935010482180294; 0.6944444444444444
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.67083333 0.72916667 0.75416667 0.76666667 0.69747899]; 0.5774647887323944; 0.5774647887323944; 0.7950733752620545; 0.9220222793487574; 0.8981636060100167; 0.9240400667779632; 0.5762711864406779; 0.5698324022346368; 0.5775298374809548; 0.5398773006134969; 0.5; 0.5768156424581006; 0.7883053600433134; 0.7631027253668763; 0.7950733752620546
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.70588235 0.70588235 0.71848739 0.71428571 0.71008403]; 0.596100278551532; 0.6295264623955432; 0.8160377358490566; 0.9374464438731791; 0.9193277310924369; 0.938655462184874; 0.6091644204851752; 0.6348314606741573; 0.5964212551989571; 0.656330749354005; 0.7016574585635359; 0.6289186169222174; 0.8176623376623376; 0.8249475890985325; 0.8160377358490566
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55882353 0.5210084  0.5210084  0.51680672 0.54201681]; 0.5264623955431755; 0.4428969359331476; 0.7363731656184487; 0.8887029288702929; 0.892436974789916; 0.888235294117647; 0.5170454545454545; 0.4972677595628415; 0.5270429706905116; 0.4350282485875706; 0.4375; 0.44279371584699456; 0.7354024197790636; 0.7327044025157232; 0.7363731656184486
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; 10; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.54583333 0.52916667 0.50833333 0.525      0.45798319]; 0.48450704225352115; 0.5183098591549296; 0.8144654088050315; 1.0; 1.0; 1.0; 0.481586402266289; 0.5059523809523809; 0.4855965113318054; 0.5340599455040871; 0.5240641711229946; 0.5179844665138782; 0.8154327424400416; 0.8197064989517819; 0.8144654088050314
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.54583333 0.4875     0.525      0.47083333 0.49166667]; 0.4745762711864407; 0.4745762711864407; 0.8013626834381551; 0.9941812136325853; 0.9966666666666667; 0.9941666666666666; 0.4624277456647399; 0.4371584699453552; 0.47588917649314544; 0.45930232558139533; 0.4619883040935672; 0.47416355095388746; 0.7997886951928157; 0.7935010482180294; 0.8013626834381551
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; 10; ipca_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.7125     0.7125     0.68333333 0.72916667 0.73333333]; 0.6101694915254238; 0.6101694915254238; 0.7222222222222222; 0.7787456445993032; 0.745; 0.7883333333333333; 0.5740740740740741; 0.5054347826086957; 0.6144820971867009; 0.5548387096774193; 0.5058823529411764; 0.6062020460358057; 0.7025813692480359; 0.6561844863731656; 0.7222222222222221
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; 10; ipca_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.7375     0.7375     0.7625     0.7125     0.67647059]; 0.5661971830985916; 0.6140845070422535; 0.7730607966457023; 0.8771626297577854; 0.8464106844741235; 0.8814691151919866; 0.5; 0.4117647058823529; 0.5749299719887956; 0.5259515570934256; 0.4523809523809524; 0.6058696205755029; 0.7529948659440958; 0.6918238993710691; 0.7730607966457024
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7125     0.73333333 0.69166667 0.6512605  0.66386555]; 0.5926966292134831; 0.6544943820224719; 0.8275681341719078; 0.9491242702251877; 0.9515050167224081; 0.9489966555183946; 0.5892351274787535; 0.5842696629213483; 0.5926966292134832; 0.6648501362397821; 0.6853932584269663; 0.654494382022472; 0.8285565398645129; 0.8333333333333334; 0.8275681341719079
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; 12; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.73076923 0.74825175 0.71328671 0.74125874 0.72727273]; 0.5523012552301255; 0.5439330543933054; 0.7416142557651991; 0.8085694540428474; 0.8181818181818182; 0.8062937062937063; 0.629757785467128; 0.7109375; 0.5401534346846847; 0.5791505791505791; 0.6756756756756757; 0.5526815878378378; 0.7528822055137845; 0.7872117400419287; 0.7416142557651991
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.69791667 0.68531469 0.77272727 0.72377622]; 0.5611814345991561; 0.5864978902953587; 0.8343815513626834; 0.9183381088825214; 0.8940027894002789; 0.9205020920502092; 0.59375; 0.7524752475247525; 0.585796447291788; 0.6620689655172415; 0.7058823529411765; 0.5658124635993012; 0.8372811534500516; 0.8522012578616353; 0.8343815513626833
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.72377622 0.72377622 0.73426573 0.71678322 0.73591549]; 0.5625; 0.6041666666666666; 0.839098532494759; 0.9245947850599014; 0.9187675070028011; 0.9250700280112045; 0.5454545454545454; 0.5121951219512195; 0.5637898686679175; 0.5991561181434599; 0.6068376068376068; 0.6042318115488847; 0.8373078961314255; 0.8280922431865828; 0.8390985324947589
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52447552 0.52797203 0.54545455 0.51748252 0.50352113]; 0.4625; 0.5041666666666667; 0.6656184486373166; 0.7295423023578363; 0.7366946778711485; 0.7268907563025211; 0.473469387755102; 0.47540983606557374; 0.4622811892192275; 0.48034934497816595; 0.4661016949152542; 0.5035426507363157; 0.6670146137787056; 0.6698113207547169; 0.6656184486373166
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; 12; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.50694444 0.50347222 0.51048951 0.47552448 0.50699301]; 0.5443037974683544; 0.47257383966244726; 0.8778825995807128; 1.0; 1.0; 1.0; 0.5344827586206897; 0.5486725663716814; 0.5444975735084213; 0.5353159851301116; 0.5806451612903226; 0.46731373108763913; 0.8795865633074935; 0.8920335429769392; 0.8778825995807127
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52797203 0.5        0.47202797 0.52447552 0.51056338]; 0.5; 0.5458333333333333; 0.8778825995807128; 0.9971988795518207; 0.9971988795518207; 0.9971988795518207; 0.5041322314049587; 0.5126050420168067; 0.5001041739009654; 0.5321888412017168; 0.512396694214876; 0.5461143134939926; 0.8775617446137677; 0.8752620545073375; 0.8778825995807129
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; 12; ipca_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.68402778 0.74305556 0.70833333 0.67132867 0.71328671]; 0.5508474576271186; 0.5932203389830508; 0.7431865828092243; 0.7957446808510639; 0.7813370473537604; 0.7994428969359331; 0.5046728971962616; 0.47368421052631576; 0.5483175150992234; 0.5789473684210527; 0.5409836065573771; 0.5950532067874604; 0.7354211663066955; 0.7138364779874213; 0.7431865828092242
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; 12; ipca_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.71527778 0.71527778 0.69791667 0.68531469 0.66433566]; 0.5932203389830508; 0.6398305084745762; 0.8522012578616353; 0.9279086366880799; 0.9052924791086351; 0.92966573816156; 0.5897435897435898; 0.6; 0.5933884297520662; 0.6082949308755761; 0.5454545454545454; 0.642292490118577; 0.8477321814254859; 0.8228511530398323; 0.8522012578616353
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.73611111 0.70138889 0.71527778 0.72027972 0.7027972 ]; 0.5508474576271186; 0.6016949152542372; 0.8563941299790356; 0.9477401129943503; 0.9345403899721448; 0.9484679665738162; 0.6044776119402985; 0.7232142857142857; 0.5591877880184332; 0.6758620689655173; 0.7903225806451613; 0.5915898617511521; 0.8611955420466059; 0.8909853249475891; 0.8563941299790356
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; 4; ipca_diff; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.70833333 0.80208333 0.74468085 0.77659574 0.70212766]; 0.5506329113924051; 0.6265822784810127; 0.7341772151898734; 0.812206572769953; 0.729957805907173; 0.8312236286919831; 0.5034965034965035; 0.47368421052631576; 0.5478177150192555; 0.6242038216560509; 0.5444444444444444; 0.6398692810457516; 0.7107438016528927; 0.6401985111662531; 0.7361199274177519
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; 4; ipca_diff; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.6875     0.71875    0.6875     0.65625    0.69148936]; 0.6855345911949685; 0.610062893081761; 0.8404522613065326; 0.9677419354838709; 0.9414225941422594; 0.9686192468619247; 0.5833333333333334; 0.5072463768115942; 0.6647342995169082; 0.5633802816901409; 0.49382716049382713; 0.612298195631529; 0.8253094910591471; 0.7712082262210797; 0.8389210664274932
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.72916667 0.64583333 0.69791667 0.66666667]; 0.5875; 0.60625; 0.81; 0.9513742071881607; 0.9375; 0.9520833333333334; 0.6024096385542169; 0.6493506493506493; 0.5897355656391801; 0.6181818181818182; 0.6623376623376623; 0.608277264903771; 0.8109452736318409; 0.8274111675126904; 0.8102573078942763
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; 4; ipca_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.55208333 0.5        0.56382979 0.55319149 0.53191489]; 0.4810126582278481; 0.4936708860759494; 0.7949367088607595; 1.0; 1.0; 1.0; 0.5287356321839081; 0.5111111111111111; 0.4761437908496732; 0.48051948051948046; 0.5068493150684932; 0.4946011281224818; 0.7980049875311721; 0.8; 0.7948717948717948
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; 4; ipca_diff; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.47916667 0.5        0.57291667 0.53125    0.51041667]; 0.41875; 0.50625; 0.785; 1.0; 1.0; 1.0; 0.39215686274509803; 0.379746835443038; 0.4182684794499141; 0.5380116959064328; 0.5111111111111111; 0.5055555555555555; 0.7860696517412936; 0.7726161369193154; 0.7852850505568444
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.5106383  0.4893617  0.4787234  0.54255319 0.53191489]; 0.5192307692307693; 0.5192307692307693; 0.8081841432225064; 1.0; 1.0; 1.0; 0.5562130177514792; 0.5222222222222223; 0.5186868686868686; 0.4755244755244755; 0.4594594594594595; 0.5163150955833883; 0.8081841432225064; 0.7919799498746867; 0.8085226120130613
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; 4; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.69791667 0.66666667 0.59375    0.65625    0.71276596]; 0.6477987421383647; 0.6477987421383647; 0.6846733668341709; 0.6997840172786177; 0.6778242677824268; 0.7092050209205021; 0.6111111111111112; 0.5; 0.6654929577464788; 0.5555555555555555; 0.4430379746835443; 0.646518987341772; 0.6575716234652115; 0.5935960591133005; 0.6865416193002399
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; 4; ipca_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.66666667 0.67708333 0.65957447 0.62765957 0.65957447]; 0.5632911392405063; 0.5886075949367089; 0.8025316455696202; 0.9519650655021834; 0.919831223628692; 0.9535864978902954; 0.5964912280701755; 0.6455696202531646; 0.5632911392405063; 0.6153846153846153; 0.6933333333333334; 0.5936546184738956; 0.8045112781954887; 0.8209718670076727; 0.802716509944939
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71875    0.73958333 0.76041667 0.72916667 0.74468085]; 0.5974842767295597; 0.559748427672956; 0.7814070351758794; 0.9166666666666667; 0.9205020920502092; 0.9163179916317992; 0.6444444444444444; 0.6744186046511628; 0.590633959859828; 0.6067415730337078; 0.75; 0.5761494252873562; 0.7923627684964201; 0.836272040302267; 0.7815445414543917
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; 6; ipca_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.65972222 0.64788732 0.69014085 0.70422535 0.64788732]; 0.6075949367088608; 0.6160337552742616; 0.7057335581787522; 0.7717842323651453; 0.7837078651685393; 0.7682584269662921; 0.654275092936803; 0.7719298245614035; 0.613607188703466; 0.6829268292682927; 0.784; 0.6062857142857143; 0.7271305707584049; 0.7815126050420168; 0.7054771147037495
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; 6; ipca_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.63194444 0.65277778 0.64583333 0.64788732 0.76056338]; 0.6176470588235294; 0.6848739495798319; 0.8145973154362416; 0.9222065063649223; 0.9106145251396648; 0.9231843575418995; 0.625514403292181; 0.6608695652173913; 0.6190526687875574; 0.7126436781609196; 0.7622950819672131; 0.6828716789146411; 0.8175061932287366; 0.8319327731092437; 0.8146263530537844
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.66197183 0.6971831  0.64084507 0.66197183 0.66197183]; 0.635593220338983; 0.6101694915254238; 0.7935702199661591; 0.9065155807365438; 0.9014084507042254; 0.9070422535211268; 0.6293103448275862; 0.6293103448275862; 0.6354885057471263; 0.603448275862069; 0.5343511450381679; 0.6195565249000363; 0.7914529914529914; 0.7691029900332226; 0.7940342536373011
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; 6; ipca_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.53472222 0.5625     0.52083333 0.55555556 0.57638889]; 0.43333333333333335; 0.49166666666666664; 0.5233333333333333; 0.51840490797546; 0.46944444444444444; 0.5638888888888889; 0.3644859813084112; 0.35135135135135137; 0.4276136601717997; 0.47413793103448276; 0.4435483870967742; 0.49332591768631817; 0.4790528233151184; 0.44201680672268906; 0.522661295923328
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; 6; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.48611111 0.52777778 0.54225352 0.47887324 0.5       ]; 0.48739495798319327; 0.49159663865546216; 0.795798319327731; 1.0; 1.0; 1.0; 0.47863247863247865; 0.4827586206896552; 0.48728094968908986; 0.49792531120331945; 0.5357142857142857; 0.494047619047619; 0.7956265769554247; 0.8085470085470086; 0.796009041463587
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.5        0.45833333 0.53521127 0.53521127 0.47887324]; 0.5042016806722689; 0.41596638655462187; 0.7764705882352941; 0.9873772791023843; 0.9859943977591037; 0.9873949579831933; 0.48245614035087725; 0.4700854700854701; 0.5036377763650491; 0.4085106382978723; 0.41025641025641024; 0.41587200678109765; 0.7738095238095238; 0.7698815566835872; 0.7764265880245982
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; 6; ipca_diff; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.6875     0.66666667 0.6875     0.63380282 0.59859155]; 0.6470588235294118; 0.6302521008403361; 0.6510067114093959; 0.6839378238341968; 0.7374301675977654; 0.6592178770949721; 0.6639999999999999; 0.6974789915966386; 0.6470588235294118; 0.6206896551724139; 0.6260869565217392; 0.6301166489925769; 0.6682615629984051; 0.7077702702702703; 0.6513851351351352
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; 6; ipca_diff; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.75       0.71527778 0.65277778 0.65277778]; 0.575; 0.5416666666666666; 0.7733333333333333; 0.9152542372881356; 0.9; 0.9166666666666666; 0.5952380952380952; 0.6198347107438017; 0.5746232377248419; 0.5217391304347827; 0.5128205128205128; 0.5409631019387117; 0.7714285714285714; 0.7675585284280937; 0.7733141479349772
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.64084507 0.6971831  0.57042254 0.71126761 0.67605634]; 0.538135593220339; 0.5677966101694916; 0.7749576988155669; 0.921985815602837; 0.9154929577464789; 0.9225352112676057; 0.6007326007326007; 0.6612903225806451; 0.5315380184331797; 0.6046511627906976; 0.7289719626168224; 0.5815402448743027; 0.784789644012945; 0.8276450511945392; 0.7753997068053233
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; 8; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.66315789 0.62105263 0.66315789 0.67894737 0.55851064]; 0.6455696202531646; 0.6360759493670886; 0.7170886075949368; 0.7544642857142857; 0.7130801687763713; 0.7679324894514766; 0.6499999999999999; 0.6341463414634146; 0.64602053915276; 0.6075085324232081; 0.6013513513513513; 0.6340090090090091; 0.7037773359840954; 0.6755725190839694; 0.7168794585344279
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; 8; ipca_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.66145833 0.64583333 0.625      0.63020833 0.703125  ]; 0.6125; 0.584375; 0.794375; 0.9230769230769231; 0.9; 0.9249999999999999; 0.5974025974025975; 0.5609756097560976; 0.6138211382113822; 0.580441640378549; 0.5822784810126582; 0.584349117049539; 0.7892376681614349; 0.7680798004987531; 0.7944409027556423
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.74210526 0.74210526 0.68947368 0.66315789 0.65263158]; 0.5886075949367089; 0.5981012658227848; 0.7597977243994943; 0.869287991498406; 0.8610526315789474; 0.8705263157894737; 0.6388888888888888; 0.688622754491018; 0.582566410802556; 0.6253687315634219; 0.6883116883116883; 0.600328683662017; 0.7682926829268294; 0.7914572864321608; 0.759596327694452
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; 8; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.46875    0.52604167 0.52105263 0.60526316 0.49473684]; 0.4528301886792453; 0.48427672955974843; 0.6069182389937107; 0.7025906735751295; 0.710691823899371; 0.69916142557652; 0.42000000000000004; 0.4144736842105263; 0.451212745719721; 0.4875; 0.5032258064516129; 0.48474173758163464; 0.6056782334384859; 0.6122448979591837; 0.6069909353319491
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; 8; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.51578947 0.57894737 0.44736842 0.54736842 0.51578947]; 0.5316455696202531; 0.5221518987341772; 0.8109987357774968; 1.0; 1.0; 1.0; 0.5403726708074533; 0.5337423312883436; 0.531577047997113; 0.5049180327868853; 0.4935897435897436; 0.5217948717948718; 0.8103994927076728; 0.8047858942065491; 0.8110223887276401
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.51041667 0.52604167 0.47368421 0.47894737 0.45789474]; 0.4779874213836478; 0.46855345911949686; 0.7849056603773585; 0.9926547743966423; 0.9916142557651991; 0.9926624737945492; 0.5146198830409356; 0.5398773006134969; 0.4763902632099743; 0.4735202492211838; 0.49673202614379086; 0.4695781342840166; 0.7883663366336633; 0.8032786885245902; 0.7849517658432236
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.69270833 0.63020833 0.66315789 0.62105263]; 0.6194968553459119; 0.5911949685534591; 0.6595477386934674; 0.6635838150289018; 0.600418410041841; 0.6956066945606695; 0.5254901960784313; 0.44666666666666666; 0.6102380952380952; 0.5323741007194245; 0.4539877300613497; 0.5947358005145458; 0.6123032904148784; 0.5410872313527181; 0.6588082848399045
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; 8; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.640625   0.640625   0.640625   0.67894737 0.67894737]; 0.6792452830188679; 0.6163522012578616; 0.8153266331658291; 0.9245689655172414; 0.897489539748954; 0.9267782426778243; 0.6458333333333334; 0.5602409638554217; 0.6847257450856056; 0.5642857142857143; 0.49375; 0.617128164556962; 0.8034759358288769; 0.7475124378109452; 0.8160151021542036
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.59375    0.69270833 0.64210526 0.63157895 0.59473684]; 0.6226415094339622; 0.6320754716981132; 0.8037735849056604; 0.921793534932221; 0.9266247379454927; 0.921383647798742; 0.605263157894737; 0.5786163522012578; 0.6226415094339623; 0.6309148264984227; 0.6329113924050633; 0.6320806962025316; 0.8025316455696202; 0.7984886649874056; 0.8037669455590295
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; 10; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.69583333 0.65       0.6375     0.65833333 0.64705882]; 0.6140845070422535; 0.5802816901408451; 0.740041928721174; 0.8273026315789475; 0.8397328881469115; 0.8247078464106844; 0.6531645569620255; 0.7413793103448276; 0.616546008763574; 0.6320987654320988; 0.7071823204419889; 0.5777290912554772; 0.7539682539682541; 0.7966457023060797; 0.7400419287211739
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; 10; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.61764706 0.62184874 0.69747899 0.68067227 0.61016949]; 0.6722222222222223; 0.6305555555555555; 0.8024109014675053; 0.8917525773195877; 0.8737373737373737; 0.8939393939393939; 0.6445783132530121; 0.601123595505618; 0.6714409186319299; 0.5750798722044729; 0.4945054945054945; 0.6320842079269046; 0.7915975677169705; 0.750524109014675; 0.8024109014675053
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.62184874 0.58403361 0.6302521  0.59663866 0.60084034]; 0.6406685236768802; 0.6796657381615598; 0.8280922431865828; 0.9296482412060301; 0.9327731092436975; 0.9294117647058824; 0.6426592797783934; 0.6590909090909091; 0.6410208643815202; 0.6997389033942559; 0.73224043715847; 0.6786202185792349; 0.8307533539731683; 0.8438155136268344; 0.8280922431865828
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; 10; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.50840336 0.50420168 0.49159664 0.4789916  0.49579832]; 0.4623955431754875; 0.5097493036211699; 0.5812368972746331; 0.6374367622259697; 0.6352941176470588; 0.6386554621848739; 0.4593837535014006; 0.4530386740331492; 0.46247439319634986; 0.460122699386503; 0.42134831460674155; 0.5090166987398349; 0.5724986623863028; 0.560796645702306; 0.5812368972746331
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; 10; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.56666667 0.50416667 0.54621849 0.49159664 0.51680672]; 0.5322128851540616; 0.46218487394957986; 0.8118448637316562; 1.0; 1.0; 1.0; 0.5187319884726225; 0.5056179775280899; 0.5321385977025925; 0.4782608695652174; 0.49162011173184356; 0.4621021906973824; 0.8119434258774227; 0.8123689727463312; 0.8118448637316562
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.475      0.47916667 0.50840336 0.49159664 0.44117647]; 0.4957983193277311; 0.5238095238095238; 0.8139412997903563; 0.99581589958159; 0.9966499162479062; 0.9958123953098826; 0.4705882352941176; 0.44692737430167595; 0.4959355972631975; 0.4910179640718563; 0.4606741573033708; 0.5236331680371602; 0.8100588550026753; 0.7935010482180294; 0.8139412997903563
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.65       0.66386555 0.64705882 0.66806723]; 0.6274509803921569; 0.6442577030812325; 0.6530398322851153; 0.6888544891640868; 0.7453936348408711; 0.6633165829145728; 0.6490765171503958; 0.7365269461077845; 0.6340529467381028; 0.6894865525672372; 0.7421052631578947; 0.6375196974472108; 0.6817307692307693; 0.7431865828092243; 0.6530398322851153
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; 10; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.6125     0.63445378 0.61764706 0.73109244]; 0.6694677871148459; 0.6386554621848739; 0.7961215932914046; 0.8794567062818337; 0.8676716917922948; 0.8810720268006699; 0.7135922330097088; 0.8032786885245902; 0.6660071603542491; 0.6799007444168734; 0.7873563218390804; 0.642312040700961; 0.8048168590065228; 0.8406708595387841; 0.7961215932914045
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.70833333 0.63445378 0.65966387 0.69327731 0.62184874]; 0.5921787709497207; 0.5726256983240223; 0.7872117400419287; 0.9086251067463706; 0.8926174496644296; 0.9102348993288591; 0.5521472392638037; 0.5142857142857142; 0.5904761904761906; 0.545994065281899; 0.5027322404371585; 0.5742232630757221; 0.7786259541984734; 0.7484276729559748; 0.7872117400419287
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; 12; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.61458333 0.67708333 0.68881119 0.68881119 0.66083916]; 0.6286919831223629; 0.5611814345991561; 0.6802935010482181; 0.6784615384615383; 0.6150627615062761; 0.7085076708507672; 0.5555555555555556; 0.47413793103448276; 0.625498717583357; 0.48514851485148514; 0.4049586776859504; 0.5645483043602165; 0.6411764705882353; 0.5712788259958071; 0.680293501048218
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; 12; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.62847222 0.64335664 0.64685315 0.67832168 0.66083916]; 0.5798319327731093; 0.6512605042016807; 0.8674004192872118; 0.9496402877697842; 0.9217877094972067; 0.9511173184357542; 0.6124031007751937; 0.6528925619834711; 0.5785830331284877; 0.6584362139917695; 0.6837606837606838; 0.6517976972522427; 0.8662083553675304; 0.8584905660377359; 0.8674004192872118
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.6875     0.63888889 0.63986014 0.60839161 0.65384615]; 0.5611814345991561; 0.5907172995780591; 0.8034591194968553; 0.8764204545454545; 0.8605299860529986; 0.8786610878661086; 0.3417721518987342; 0.23076923076923078; 0.5570512820512821; 0.44571428571428573; 0.325; 0.5941239316239316; 0.784606547960942; 0.7159329140461216; 0.8034591194968552
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; 12; ipca_diff; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.55902778 0.54545455 0.49300699 0.54545455 0.54895105]; 0.47478991596638653; 0.4789915966386555; 0.7479035639412998; 0.8361581920903954; 0.8268156424581006; 0.8379888268156425; 0.48132780082987553; 0.48739495798319327; 0.4747899159663866; 0.523076923076923; 0.5714285714285714; 0.4789915966386554; 0.7490871152842984; 0.7526205450733753; 0.7479035639412998
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; 12; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5        0.47202797 0.52447552 0.4965035  0.48239437]; 0.5125; 0.48333333333333334; 0.8736897274633124; 1.0; 1.0; 1.0; 0.5301204819277109; 0.5945945945945946; 0.5182275298554369; 0.4959349593495935; 0.4728682170542636; 0.48418185627487953; 0.87467498699948; 0.8815513626834381; 0.8736897274633124
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.52097902 0.48951049 0.4965035  0.47202797 0.47535211]; 0.4666666666666667; 0.44166666666666665; 0.860587002096436; 0.9971910112359551; 0.9943977591036415; 0.9971988795518207; 0.488; 0.4959349593495935; 0.46591619762351466; 0.44628099173553715; 0.46153846153846156; 0.442151344590369; 0.8611691022964509; 0.8647798742138365; 0.860587002096436
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; 12; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.69230769 0.73426573 0.63986014 0.68881119 0.66433566]; 0.5355648535564853; 0.5983263598326359; 0.6818658280922432; 0.7347480106100798; 0.7748251748251749; 0.7202797202797203; 0.54320987654321; 0.5365853658536586; 0.5355340622371741; 0.5555555555555556; 0.5172413793103449; 0.5960190636389122; 0.6914082358922217; 0.7127882599580713; 0.6818658280922432
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; 12; ipca_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.61458333 0.66783217 0.61888112 0.66433566 0.65734266]; 0.6638655462184874; 0.5966386554621849; 0.8286163522012578; 0.8974881194840462; 0.9231843575418994; 0.8945530726256983; 0.5402298850574713; 0.4017094017094017; 0.6595323868051141; 0.4666666666666667; 0.34710743801652894; 0.6009041463586918; 0.8210180623973726; 0.7861635220125787; 0.8286163522012578
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.59440559 0.65034965 0.66083916 0.60839161 0.62676056]; 0.6416666666666667; 0.6083333333333333; 0.8322851153039832; 0.8995695839311334; 0.8781512605042017; 0.9019607843137255; 0.6160714285714286; 0.5476190476190477; 0.6466165413533835; 0.5648148148148148; 0.5350877192982456; 0.6048454469507102; 0.8255179934569248; 0.7935010482180294; 0.8322851153039833
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.48958333 0.55208333 0.52083333 0.55208333 0.5625    ]; 0.46875; 0.49375; 0.7925; 1.0; 1.0; 1.0; 0.608294930875576; 0.9041095890410958; 0.5037789324515825; 0.6334841628959277; 0.8974358974358975; 0.5035959974984365; 0.8191721132897604; 0.9616368286445013; 0.7962218373051357
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.77083333 0.71875    0.70833333 0.59375    0.67708333]; 0.5875; 0.5; 0.80625; 0.9811320754716981; 0.975; 0.9812500000000001; 0.5822784810126583; 0.6052631578947368; 0.5883458646616541; 0.5180722891566265; 0.5180722891566265; 0.49929588483805354; 0.8064918851435705; 0.8095238095238095; 0.8062581641135257
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.76041667 0.73958333 0.63541667 0.67708333 0.77083333]; 0.56875; 0.55; 0.80875; 0.9746835443037976; 0.9625; 0.975; 0.6101694915254238; 0.6585365853658537; 0.566447779862414; 0.5714285714285713; 0.6; 0.55; 0.8131868131868132; 0.8283582089552238; 0.8086514662866572
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.75       0.77083333 0.72916667 0.71875    0.6875    ]; 0.625; 0.625; 0.77125; 0.8711656441717791; 0.8875; 0.8687499999999999; 0.5454545454545454; 0.4675324675324675; 0.6193084024409325; 0.6; 0.5056179775280899; 0.6401329324260168; 0.7626459143968872; 0.7241379310344828; 0.7719674426746017
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.65625    0.60416667 0.69791667 0.6875     0.66666667]; 0.5625; 0.5375; 0.785; 0.9433198380566802; 0.9708333333333333; 0.9416666666666667; 0.4354838709677419; 0.36; 0.5505882352941176; 0.3728813559322034; 0.3235294117647059; 0.5095907928388747; 0.7663043478260869; 0.7362924281984334; 0.783014319614804
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.73958333 0.66666667 0.75531915 0.73404255 0.72340426]; 0.5253164556962026; 0.5886075949367089; 0.8189873417721519; 0.9936842105263158; 0.9957805907172996; 0.9936708860759493; 0.4755244755244755; 0.4146341463414634; 0.5296854942233633; 0.6198830409356725; 0.5760869565217391; 0.5910737812911726; 0.8187579214195184; 0.7858880778588808; 0.820384672174823
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.67708333 0.67708333 0.72340426 0.62765957]; 0.6265822784810127; 0.5506329113924051; 0.6792929292929293; 0.7256637168141592; 0.6890756302521008; 0.7394957983193278; 0.650887573964497; 0.7236842105263158; 0.6301347881899872; 0.5798816568047338; 0.7313432835820896; 0.5744628505822535; 0.6784810126582278; 0.7034120734908137; 0.6801731900300784
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; 4; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.82291667 0.82291667 0.73958333 0.78125    0.79787234]; 0.5723270440251572; 0.6289308176100629; 0.7977386934673367; 0.9288702928870293; 0.9288702928870293; 0.9288702928870292; 0.6091954022988505; 0.6625; 0.571756329113924; 0.6666666666666667; 0.6483516483516484; 0.6256464124111183; 0.8057901085645356; 0.8146341463414634; 0.7972134462277265
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.77083333 0.71875    0.64583333 0.77659574 0.64893617]; 0.5822784810126582; 0.5316455696202531; 0.803030303030303; 0.9658119658119659; 0.9495798319327731; 0.9663865546218486; 0.65625; 0.7974683544303798; 0.5822784810126582; 0.6262626262626262; 0.7654320987654321; 0.5255731922398589; 0.8181818181818182; 0.8819095477386935; 0.8026299007729001
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.57638889 0.58333333 0.57746479 0.54225352 0.55633803]; 0.5252100840336135; 0.48739495798319327; 0.8025210084033614; 1.0; 1.0; 1.0; 0.6743515850144093; 0.9512195121951219; 0.5103923647932131; 0.6432748538011696; 0.9401709401709402; 0.4948788585152221; 0.8325017818959373; 0.9782244556113903; 0.8019284166758469
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.67361111 0.68055556 0.70422535 0.64084507 0.72535211]; 0.5462184873949579; 0.6596638655462185; 0.838655462184874; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.5645161290322581; 0.5737704918032787; 0.5455059355568117; 0.6610878661087867; 0.6694915254237288; 0.6597457627118644; 0.8397328881469115; 0.8425460636515912; 0.8386423404261328
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.68055556 0.66666667 0.65277778 0.76760563 0.71126761]; 0.6050420168067226; 0.5798319327731093; 0.8338926174496645; 0.9943820224719102; 0.9888268156424581; 0.994413407821229; 0.6178861788617886; 0.6495726495726496; 0.6057780603235149; 0.5454545454545454; 0.5454545454545454; 0.5774147727272727; 0.8319185059422751; 0.8376068376068376; 0.8339599262169279
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.61805556 0.65972222 0.65277778 0.65277778 0.69444444]; 0.6583333333333333; 0.5958333333333333; 0.8508333333333333; 1.0; 1.0; 1.0; 0.6019417475728156; 0.5040650406504065; 0.6622889305816134; 0.526829268292683; 0.46956521739130436; 0.5907826086956521; 0.8417329796640142; 0.7959866220735786; 0.8506511183457593
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; 6; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.59859155 0.73239437 0.66197183 0.67605634 0.67605634]; 0.6652542372881356; 0.6016949152542372; 0.8527918781725888; 0.998589562764457; 0.9971830985915493; 0.9985915492957746; 0.6827309236947792; 0.7456140350877193; 0.6678889847569744; 0.6209677419354838; 0.5746268656716418; 0.605940883816213; 0.8557213930348259; 0.8557213930348259; 0.8527311628386565
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.70422535 0.6056338  0.64788732 0.65492958 0.63380282]; 0.5932203389830508; 0.6271186440677966; 0.8062605752961083; 0.9367088607594937; 0.9380281690140845; 0.9366197183098592; 0.5789473684210527; 0.5789473684210527; 0.5927523727351165; 0.6363636363636365; 0.6062992125984252; 0.6288376796937081; 0.8060965283657917; 0.7986577181208053; 0.8063254460911194
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.75694444 0.75       0.70833333 0.72222222 0.70833333]; 0.5916666666666667; 0.6; 0.7216666666666667; 0.8076923076923076; 0.8166666666666667; 0.8055555555555556; 0.6111111111111113; 0.6470588235294118; 0.5921244530870199; 0.6444444444444444; 0.7310924369747899; 0.6010834085700396; 0.7328000000000001; 0.7658862876254181; 0.7218135757063968
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; 6; svd_reconstruct; svdne; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.75694444 0.75       0.75694444 0.71126761 0.75352113]; 0.6386554621848739; 0.6386554621848739; 0.8062080536912751; 0.9160739687055477; 0.8994413407821229; 0.9175977653631284; 0.6666666666666666; 0.6825396825396826; 0.6359126984126984; 0.635593220338983; 0.6521739130434783; 0.6390950866030399; 0.8070175438596491; 0.8063439065108514; 0.8062073664088827
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.72535211 0.77464789 0.71126761 0.77464789 0.77142857]; 0.6567796610169492; 0.5805084745762712; 0.809322033898305; 0.9346879535558782; 0.9096045197740112; 0.9364406779661016; 0.6582278481012659; 0.6842105263157895; 0.6576790336496979; 0.6055776892430278; 0.6031746031746031; 0.5788600288600289; 0.8088360237892948; 0.8013468013468014; 0.8093764723457557
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; 8; svd_reconstruct; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.48421053 0.54736842 0.52105263 0.54736842 0.49468085]; 0.5411392405063291; 0.5189873417721519; 0.8037974683544303; 0.9862142099681865; 0.9810126582278481; 0.9862869198312235; 0.685466377440347; 0.9349112426035503; 0.5116733083766051; 0.6622222222222223; 0.9430379746835443; 0.5189873417721519; 0.8327939590075513; 0.9637952559300874; 0.8015381927917447
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.75789474 0.66315789 0.62105263 0.72105263 0.68421053]; 0.6012658227848101; 0.6170886075949367; 0.8356510745891277; 0.986272439281943; 0.9831578947368421; 0.9863157894736843; 0.6631016042780747; 0.7469879518072289; 0.5934939759036144; 0.6610644257703081; 0.7662337662337663; 0.6207712041045375; 0.8450536352800954; 0.8918238993710692; 0.8353655710324215
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.65104167 0.65104167 0.65625    0.65625    0.73157895]; 0.6363636363636364; 0.6081504702194357; 0.8302005012531328; 0.9683544303797468; 0.9582463465553236; 0.9686847599164925; 0.6258064516129032; 0.6024844720496895; 0.6366852739995283; 0.6105919003115265; 0.6163522012578616; 0.6081761006289308; 0.8283723875870803; 0.818523153942428; 0.8302151528808751
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; 8; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.66145833 0.69270833 0.640625   0.70833333 0.625     ]; 0.615625; 0.571875; 0.746875; 0.8588120740019476; 0.91875; 0.8489583333333334; 0.6434782608695653; 0.6981132075471698; 0.6161373491151998; 0.6028985507246376; 0.6419753086419753; 0.5709876543209876; 0.7641234711706465; 0.818976279650437; 0.7467847606011886
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.75263158 0.69473684 0.70526316 0.67894737]; 0.6170886075949367; 0.5981012658227848; 0.8154235145385588; 0.9556451612903226; 0.9978947368421053; 0.9536842105263157; 0.6206896551724138; 0.6226415094339622; 0.6170532387934142; 0.5780730897009967; 0.5576923076923077; 0.5975961538461538; 0.8188585607940446; 0.8354430379746836; 0.8154487917146145
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.69270833 0.66666667 0.62105263 0.67368421 0.68421053]; 0.5628930817610063; 0.5628930817610063; 0.8119496855345912; 0.9781931464174456; 0.9874213836477987; 0.9779874213836478; 0.5382059800664453; 0.54; 0.5616666666666666; 0.5587301587301587; 0.5569620253164557; 0.5628560126582278; 0.8106396453451552; 0.8152866242038217; 0.8119911381888674
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; 8; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.67368421 0.73684211 0.73684211 0.72631579 0.7393617 ]; 0.6234177215189873; 0.6329113924050633; 0.7272151898734177; 0.7941176470588236; 0.7974683544303798; 0.7932489451476794; 0.6072607260726073; 0.5786163522012578; 0.6237030805592276; 0.6526946107784432; 0.6526946107784432; 0.6317164329060001; 0.7287602265575833; 0.72375; 0.7272596153846155
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.69270833 0.64583333 0.68947368 0.69473684]; 0.6132075471698113; 0.6383647798742138; 0.7958542713567839; 0.9053318824809575; 0.8702928870292888; 0.9089958158995816; 0.663013698630137; 0.7245508982035929; 0.6073085616845779; 0.676056338028169; 0.7643312101910829; 0.6399295802508209; 0.8017083587553387; 0.8192019950124688; 0.7956769468733231
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.72395833 0.703125   0.74479167 0.76041667 0.71875   ]; 0.646875; 0.575; 0.785625; 0.898706896551724; 0.86875; 0.9020833333333333; 0.6220735785953176; 0.5849056603773585; 0.6464900972694246; 0.5668789808917197; 0.5235294117647059; 0.5784313725490196; 0.7774172615184944; 0.7404202719406675; 0.7861393395101568
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.52083333 0.54583333 0.55882353 0.52521008 0.5210084 ]; 0.5406162464985994; 0.5182072829131653; 0.8238993710691824; 1.0; 1.0; 1.0; 0.682170542635659; 0.946236559139785; 0.5228258819090738; 0.6416666666666666; 0.9005847953216374; 0.533625730994152; 0.8465753424657534; 0.9716981132075472; 0.8238993710691824
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.69327731 0.67226891 0.67647059 0.64705882 0.68220339]; 0.6305555555555555; 0.6555555555555556; 0.8574423480083857; 0.9872557349192864; 0.9781144781144782; 0.9873737373737375; 0.6683291770573566; 0.7362637362637363; 0.629367823188048; 0.6753926701570679; 0.7247191011235955; 0.6563155945178417; 0.8612244897959184; 0.8846960167714885; 0.8574423480083858
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.675      0.68333333 0.68907563 0.61764706 0.70168067]; 0.6302521008403361; 0.6162464985994398; 0.8563941299790356; 0.9957947855340622; 0.9916247906197655; 0.9958123953098827; 0.6615384615384616; 0.671875; 0.6268465909090909; 0.6307277628032345; 0.7090909090909091; 0.6227746212121211; 0.8594871794871793; 0.8784067085953878; 0.8563941299790356
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; 10; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7        0.70588235 0.68067227 0.64705882 0.65546218]; 0.5670391061452514; 0.5865921787709497; 0.7437106918238994; 0.8582317073170731; 0.9446308724832215; 0.8439597315436241; 0.48504983388704326; 0.40555555555555556; 0.5679463171036204; 0.5432098765432098; 0.4943820224719101; 0.586079900124844; 0.7475477542591636; 0.7589098532494759; 0.7437106918238995
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.64705882 0.71848739 0.64285714 0.64705882 0.63983051]; 0.6138888888888889; 0.5861111111111111; 0.8076519916142557; 0.9357200976403579; 0.968013468013468; 0.9335016835016835; 0.6149584487534627; 0.5873015873015873; 0.6152882205513786; 0.5779036827195468; 0.5964912280701754; 0.5866054023948761; 0.8111168296448791; 0.8259958071278826; 0.8076519916142557
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.625      0.6125     0.70833333 0.64583333 0.68907563]; 0.6084507042253521; 0.5802816901408451; 0.8144654088050315; 0.9460784313725491; 0.9666110183639399; 0.9449081803005009; 0.6351706036745408; 0.6505376344086021; 0.6063339059616975; 0.5754985754985756; 0.5976331360946746; 0.5810746325634664; 0.8190184049079754; 0.839622641509434; 0.8144654088050314
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.74166667 0.74166667 0.65546218 0.67226891 0.73529412]; 0.6050420168067226; 0.5826330532212886; 0.6965408805031447; 0.7561181434599156; 0.7504187604690117; 0.7579564489112228; 0.6501240694789082; 0.7660818713450293; 0.6115355593284286; 0.6477541371158393; 0.7365591397849462; 0.5758819090737597; 0.712083540527101; 0.750524109014675; 0.6965408805031448
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68067227 0.68487395 0.68907563 0.69747899 0.68220339]; 0.65; 0.5944444444444444; 0.8176100628930818; 0.9347079037800687; 0.9158249158249159; 0.936026936026936; 0.6227544910179641; 0.5875706214689266; 0.6489765675650643; 0.5521472392638037; 0.4918032786885246; 0.5961841252199686; 0.8092105263157894; 0.7735849056603774; 0.8176100628930818
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.70416667 0.71666667 0.65546218 0.71428571 0.65966387]; 0.6498599439775911; 0.5994397759103641; 0.8055555555555556; 0.9123404255319149; 0.897822445561139; 0.9137353433835846; 0.68671679197995; 0.7061855670103093; 0.6445038264499399; 0.6124661246612465; 0.6932515337423313; 0.6069350452216811; 0.80905815748842; 0.8238993710691824; 0.8055555555555556
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.51388889 0.53496503 0.5034965  0.5034965  0.51048951]; 0.5252100840336135; 0.5714285714285714; 0.8815513626834381; 0.9923023093072079; 0.9902234636871509; 0.9923184357541898; 0.6457680250783698; 0.9196428571428571; 0.5471230158730159; 0.6982248520710059; 0.9365079365079365; 0.5486111111111112; 0.8916586768935761; 0.9748427672955975; 0.8815513626834381
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.65972222 0.65972222 0.65034965 0.6993007  0.69230769]; 0.679324894514768; 0.6371308016877637; 0.9056603773584906; 0.9872881355932204; 0.9748953974895398; 0.9874476987447699; 0.7266187050359713; 0.8278688524590164; 0.6748039914468995; 0.6587301587301587; 0.7217391304347827; 0.6395580898075552; 0.9075025693730729; 0.9255765199161425; 0.9056603773584907
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67132867 0.75524476 0.69230769 0.68881119 0.6971831 ]; 0.5541666666666667; 0.5875; 0.8763102725366876; 0.978932584269663; 0.9761904761904762; 0.9789915966386554; 0.6164874551971326; 0.7107438016528925; 0.5528508924230849; 0.6346863468634686; 0.7226890756302521; 0.5886172650878534; 0.8804457953394124; 0.910901467505241; 0.8763102725366876
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; 12; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.67013889 0.66319444 0.66783217 0.63636364 0.68181818]; 0.6413502109704642; 0.6455696202531646; 0.8018867924528302; 0.86402081977879; 0.9260808926080892; 0.8542538354253835; 0.6792452830188679; 0.72; 0.6367857142857143; 0.6557377049180327; 0.7142857142857143; 0.6491428571428572; 0.81524926686217; 0.8742138364779874; 0.8018867924528302
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5979021  0.65384615 0.61188811 0.66783217 0.69366197]; 0.6375; 0.6458333333333334; 0.810796645702306; 0.867739678096571; 0.8683473389355743; 0.8676470588235294; 0.5915492957746479; 0.5675675675675675; 0.6326209930861094; 0.6502057613168725; 0.6124031007751938; 0.6485438927299392; 0.8084880636604775; 0.7987421383647799; 0.810796645702306
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.64930556 0.59375    0.65625    0.63194444 0.61538462]; 0.6723404255319149; 0.6382978723404256; 0.889412997903564; 0.9657102869139258; 0.9596662030598053; 0.9659248956884562; 0.7027027027027027; 0.7583333333333333; 0.6704710144927536; 0.6351931330472103; 0.6434782608695652; 0.6384057971014492; 0.8901613742842269; 0.8962264150943396; 0.889412997903564
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.68881119 0.6958042  0.69230769 0.71328671 0.69014085]; 0.6291666666666667; 0.6666666666666666; 0.7458071278825996; 0.7832647462277093; 0.7997198879551821; 0.7787114845938375; 0.6044444444444443; 0.5483870967741935; 0.6319521690767519; 0.6116504854368933; 0.5431034482758621; 0.6626807563959956; 0.7432503970354686; 0.7358490566037735; 0.7458071278825996
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.70138889 0.62587413 0.7027972  0.70979021 0.73426573]; 0.5882352941176471; 0.5672268907563025; 0.8333333333333334; 0.9162491052254832; 0.8938547486033519; 0.9182960893854749; 0.5420560747663551; 0.5; 0.5860655737704918; 0.5462555066079295; 0.5081967213114754; 0.5687535330695308; 0.8269858541893362; 0.7966457023060797; 0.8333333333333334
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.6958042  0.67132867 0.65734266 0.70422535]; 0.6333333333333333; 0.6416666666666667; 0.8684486373165619; 0.9458128078817734; 0.9411764705882353; 0.946078431372549; 0.6333333333333333; 0.628099173553719; 0.6333773178692965; 0.6228070175438596; 0.5966386554621849; 0.6412945343426627; 0.8671254632080465; 0.8584905660377359; 0.868448637316562
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.61458333 0.59375    0.54166667 0.61458333 0.65957447]; 0.5094339622641509; 0.559748427672956; 0.8140703517587939; 1.0; 1.0; 1.0; 0.5714285714285715; 0.65; 0.5085443037974683; 0.6276595744680851; 0.7283950617283951; 0.5565052231718899; 0.8254716981132075; 0.875; 0.8137626262626262
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.60416667 0.72916667 0.66666667 0.70833333]; 0.7; 0.6375; 0.84625; 0.9632829373650108; 0.9291666666666667; 0.9645833333333333; 0.7209302325581395; 0.7380952380952381; 0.6979949874686717; 0.6184210526315789; 0.6351351351351351; 0.6373350094280327; 0.843710292249047; 0.8341708542713567; 0.8461899047476186
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.76041667 0.72916667 0.76041667 0.79166667]; 0.55625; 0.53125; 0.8125; 0.9916317991631799; 0.9875; 0.9916666666666667; 0.6162162162162163; 0.7037037037037037; 0.5543834974214722; 0.6073298429319371; 0.7073170731707317; 0.526735459662289; 0.8243559718969555; 0.8734491315136477; 0.812039427217781
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; 4; svd_reconstruct; svdn; 468; 156; 156; 0.6; 0.2; 0.2; [0.63829787 0.58510638 0.61702128 0.57446809 0.63043478]; 0.6025641025641025; 0.5897435897435898; 0.6397435897435897; 0.7359454855195913; 0.9230769230769231; 0.6688034188034189; 0.696078431372549; 0.7888888888888889; 0.5686868686868687; 0.6595744680851063; 0.8266666666666667; 0.5985185185185184; 0.7129724208375894; 0.87468671679198; 0.6341937520967773
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; 4; svd_reconstruct; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.69791667 0.69791667 0.71276596 0.64893617 0.73404255]; 0.5379746835443038; 0.5443037974683544; 0.7772151898734178; 0.9330453563714902; 0.9113924050632911; 0.9345991561181434; 0.6572769953051643; 0.8536585365853658; 0.5255134788189987; 0.6363636363636365; 0.9402985074626866; 0.5965228801049697; 0.7986270022883295; 0.9041450777202072; 0.7800428358898067
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.60416667 0.55208333 0.61458333 0.51041667]; 0.58125; 0.64375; 0.82625; 0.9688149688149688; 0.9708333333333333; 0.9687499999999999; 0.5562913907284769; 0.6086956521739131; 0.5845676063067368; 0.6705202312138728; 0.6590909090909091; 0.6420454545454546; 0.8273291925465838; 0.8387909319899244; 0.8263433568138207
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.69791667 0.70833333 0.79166667 0.79166667 0.72916667]; 0.525; 0.55; 0.73875; 0.8699360341151385; 0.85; 0.8729166666666668; 0.5913978494623655; 0.6179775280898876; 0.5132141161576199; 0.49295774647887325; 0.5737704918032787; 0.5545620135784071; 0.7377666248431618; 0.7538461538461538; 0.7391181988742964
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.67708333 0.70833333 0.72916667 0.72916667 0.65625   ]; 0.6; 0.61875; 0.81; 0.9433962264150944; 0.9375; 0.94375; 0.5733333333333334; 0.524390243902439; 0.6019387116948093; 0.6064516129032258; 0.6103896103896104; 0.618447817242998; 0.8056265984654731; 0.7894736842105263; 0.8099488121800762
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.64583333 0.71875    0.6875     0.70833333 0.68085106]; 0.5408805031446541; 0.5660377358490566; 0.8077889447236181; 0.9767441860465118; 0.9665271966527197; 0.9769874476987448; 0.496551724137931; 0.5; 0.5373563218390804; 0.5714285714285715; 0.5974025974025974; 0.566993981628128; 0.803594351732991; 0.8067010309278351; 0.8077622801697999
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; 6; svd_reconstruct; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.61805556 0.48611111 0.59027778 0.55633803 0.64084507]; 0.4789915966386555; 0.5378151260504201; 0.7718120805369127; 0.9442815249266863; 0.8994413407821229; 0.946927374301676; 0.5838926174496644; 0.7981651376146789; 0.5037337315980371; 0.6540880503144654; 0.8524590163934426; 0.5296777840587903; 0.7904468412942988; 0.8709677419354839; 0.7729631412828332
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.66666667 0.6971831  0.66901408 0.73943662]; 0.6512605042016807; 0.6008403361344538; 0.8369747899159664; 0.9770773638968481; 0.9551820728291317; 0.9775910364145659; 0.6639676113360323; 0.7130434782608696; 0.6532697066101095; 0.6332046332046333; 0.7256637168141593; 0.6068318584070796; 0.8388704318936877; 0.8632478632478633; 0.8374090555908739
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.70833333 0.6875     0.76388889 0.75       0.71527778]; 0.6166666666666667; 0.5666666666666667; 0.8291666666666667; 0.9875173370319003; 0.9888888888888889; 0.9875; 0.6377952755905512; 0.7363636363636363; 0.6258741258741258; 0.6231884057971014; 0.7610619469026548; 0.5773813671521149; 0.8361310951239008; 0.8970840480274442; 0.8310379721498647
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54166667 0.59027778 0.5625     0.52777778 0.54225352]; 0.5774058577405857; 0.502092050209205; 0.6822742474916388; 0.7974683544303797; 0.8774373259052924; 0.7771587743732591; 0.6188679245283019; 0.7192982456140351; 0.5836491228070175; 0.5369649805447471; 0.5948275862068966; 0.5047308662741801; 0.7103658536585366; 0.7911714770797963; 0.6838888686881683
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.67361111 0.64583333 0.69444444 0.70138889 0.66666667]; 0.6125; 0.6375; 0.8266666666666667; 0.9605633802816901; 0.9472222222222222; 0.961111111111111; 0.6568265682656826; 0.7416666666666667; 0.6125; 0.6692015209125476; 0.7652173913043478; 0.6426086956521739; 0.8327974276527331; 0.8705882352941177; 0.8270296548371415
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.51388889 0.58333333 0.5625     0.54166667 0.63888889]; 0.5833333333333334; 0.6083333333333333; 0.8066666666666666; 0.9449275362318841; 0.9055555555555556; 0.9472222222222222; 0.6; 0.6302521008403361; 0.5837210917424821; 0.626984126984127; 0.6638655462184874; 0.608792277241475; 0.8053691275167786; 0.802675585284281; 0.8066534072600806
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.76388889 0.67361111 0.6875     0.72222222 0.68055556]; 0.6291666666666667; 0.6333333333333333; 0.6866666666666666; 0.7232267037552157; 0.7222222222222222; 0.7236111111111111; 0.6810035842293907; 0.6834532374100719; 0.6189543414773132; 0.6589147286821706; 0.6746031746031746; 0.6311612364243944; 0.7006369426751593; 0.704; 0.6859130434782609
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.70138889 0.74305556 0.70833333 0.71527778 0.73611111]; 0.6166666666666667; 0.6583333333333333; 0.78; 0.8706896551724138; 0.8416666666666667; 0.8750000000000001; 0.6541353383458647; 0.6904761904761905; 0.612781954887218; 0.6306306306306305; 0.693069306930693; 0.6630814160552746; 0.7770270270270271; 0.7836456558773425; 0.7800773140724396
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.6875     0.625      0.74305556 0.67361111]; 0.6166666666666667; 0.6291666666666667; 0.7958333333333333; 0.9090909090909092; 0.8888888888888888; 0.9111111111111111; 0.5779816513761468; 0.5338983050847458; 0.6153098082800778; 0.5781990521327014; 0.4959349593495935; 0.6325828642901812; 0.7837599293909974; 0.7387687188019967; 0.7959285998016662
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.61979167 0.58333333 0.58947368 0.57894737 0.54210526]; 0.5817610062893082; 0.5220125786163522; 0.8157232704402516; 0.9915433403805497; 0.9832285115303984; 0.9916142557651992; 0.7114967462039046; 0.9213483146067416; 0.5356741573033708; 0.6561085972850679; 0.9294871794871795; 0.5295584045584045; 0.8415359653866956; 0.9593094944512947; 0.8127741310510646
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.70526316 0.67894737 0.71578947 0.68421053 0.7       ]; 0.6582278481012658; 0.5886075949367089; 0.8369152970922883; 0.978494623655914; 0.9578947368421052; 0.9789473684210526; 0.6582278481012658; 0.6709677419354839; 0.6584652374273693; 0.6130952380952381; 0.6204819277108434; 0.5869076305220884; 0.8369152970922883; 0.8316582914572864; 0.8369487386039612
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.734375   0.68229167 0.7        0.68947368 0.69473684]; 0.6194968553459119; 0.6477987421383647; 0.8276729559748428; 0.9554831704668838; 0.9224318658280922; 0.9570230607966458; 0.6276923076923077; 0.6071428571428571; 0.6202380952380951; 0.6363636363636362; 0.6447368421052632; 0.6476696258719087; 0.8236808236808237; 0.8030112923462986; 0.8277351543698707
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.58947368 0.72631579 0.75789474 0.64736842 0.61578947]; 0.5981012658227848; 0.5917721518987342; 0.6782553729456384; 0.7755102040816327; 0.92; 0.7336842105263157; 0.6751918158567775; 0.7719298245614035; 0.5825166364186327; 0.6406685236768802; 0.8041958041958042; 0.610190387647035; 0.7288225892381459; 0.8669201520912547; 0.67873119836593
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.60526316 0.63684211 0.6        0.63157895 0.63157895]; 0.620253164556962; 0.5822784810126582; 0.831858407079646; 0.9850746268656717; 0.9726315789473684; 0.985263157894737; 0.6756756756756757; 0.7961783439490446; 0.6213596122260947; 0.6184971098265897; 0.6948051948051948; 0.5850569183902518; 0.8391777509068924; 0.8829516539440203; 0.8321793445599499
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.59895833 0.640625   0.63157895 0.67894737 0.58947368]; 0.5911949685534591; 0.6383647798742138; 0.7962264150943397; 0.916754478398314; 0.9119496855345912; 0.9171907756813418; 0.6388888888888888; 0.7098765432098766; 0.5889126305792972; 0.6666666666666666; 0.7516339869281046; 0.6424836601307189; 0.804111245465538; 0.8396464646464646; 0.7963896483633325
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.75520833 0.74736842 0.64210526 0.67894737 0.68421053]; 0.580441640378549; 0.6561514195583596; 0.6954602774274905; 0.7319243604004448; 0.6911764705882353; 0.7468487394957983; 0.5907692307692307; 0.5581395348837209; 0.5825180433039294; 0.5947955390334573; 0.5517241379310345; 0.6479550922213312; 0.6764902880107166; 0.6368221941992434; 0.6954602774274905
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.703125   0.6875     0.66145833 0.74479167 0.76041667]; 0.63125; 0.621875; 0.785625; 0.8884120171673819; 0.8625; 0.8916666666666668; 0.6810810810810811; 0.7325581395348837; 0.6230358265241986; 0.6512968299711815; 0.6975308641975309; 0.6209173308329426; 0.7919951485748938; 0.8022113022113022; 0.7853295696807147
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.68229167 0.64583333 0.69270833 0.703125   0.72631579]; 0.6426332288401254; 0.6426332288401254; 0.7775689223057645; 0.8661749209694416; 0.8580375782881002; 0.8674321503131525; 0.6627218934911243; 0.6787878787878788; 0.6413419913419914; 0.658682634730539; 0.7534246575342466; 0.6512788027555626; 0.7809993830968539; 0.8012658227848102; 0.7778041272732984
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.56302521 0.63865546 0.67226891 0.66806723 0.63445378]; 0.5487465181058496; 0.5543175487465181; 0.8286163522012578; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.5449438202247192; 0.5739644970414202; 0.5501401432575522; 0.595959595959596; 0.6210526315789474; 0.550171286203675; 0.8311822405782138; 0.8438155136268344; 0.8286163522012578
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.7        0.70416667 0.68907563 0.65966387 0.68487395]; 0.6162464985994398; 0.6134453781512605; 0.8464360587002097; 0.9846938775510203; 0.9698492462311558; 0.9849246231155779; 0.6183844011142061; 0.6132596685082873; 0.6162889251632346; 0.6123595505617977; 0.6193181818181818; 0.613526494224008; 0.8450555261766262; 0.8375262054507338; 0.8464360587002097
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.66806723 0.7394958  0.65546218 0.67647059 0.66525424]; 0.6305555555555555; 0.5777777777777777; 0.8364779874213837; 0.9767441860465117; 0.9545454545454546; 0.9772727272727273; 0.6295264623955431; 0.5947368421052631; 0.6326625386996904; 0.5064935064935064; 0.4588235294117647; 0.5715170278637771; 0.8293216630196936; 0.7945492662473794; 0.8364779874213836
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.6125     0.63865546 0.64285714 0.64705882]; 0.6358543417366946; 0.6498599439775911; 0.640461215932914; 0.6949752300070771; 0.8224455611390284; 0.6390284757118928; 0.6596858638743457; 0.7777777777777778; 0.6478632478632478; 0.6867167919799497; 0.7025641025641025; 0.6444919278252611; 0.6873290793072014; 0.790356394129979; 0.640461215932914
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65966387 0.65966387 0.66386555 0.67226891 0.66525424]; 0.6; 0.5944444444444444; 0.8060796645702306; 0.9295774647887323; 0.8888888888888888; 0.9326599326599326; 0.660377358490566; 0.8235294117647058; 0.611764705882353; 0.663594470046083; 0.7578947368421053; 0.5848297213622291; 0.8144433299899699; 0.8511530398322851; 0.8060796645702306
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.575      0.59583333 0.58823529 0.62184874 0.59243697]; 0.6302521008403361; 0.6386554621848739; 0.8076519916142557; 0.9094017094017094; 0.8911222780569514; 0.9112227805695142; 0.6780487804878049; 0.7354497354497355; 0.6236772486772486; 0.638655462184874; 0.6785714285714286; 0.6408730158730159; 0.8105317501290655; 0.8228511530398323; 0.8076519916142558
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.72916667 0.74583333 0.68067227 0.66806723 0.68487395]; 0.5462184873949579; 0.5686274509803921; 0.6582809224318659; 0.7241379310344828; 0.7386934673366834; 0.7185929648241206; 0.5846153846153846; 0.6368715083798883; 0.5459638440775846; 0.5860215053763441; 0.6123595505617978; 0.5687496076831335; 0.6707070707070708; 0.6960167714884696; 0.6582809224318658
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.73333333 0.77083333 0.65833333 0.68907563 0.71428571]; 0.5674157303370787; 0.6320224719101124; 0.789308176100629; 0.8987012987012988; 0.8678929765886287; 0.9021739130434783; 0.5989583333333334; 0.6284153005464481; 0.5656527369784264; 0.6487935656836461; 0.6994219653179191; 0.6338639881234404; 0.7897489539748954; 0.7914046121593291; 0.7893081761006289
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.68333333 0.7125     0.7125     0.675      0.73333333]; 0.6242937853107344; 0.655367231638418; 0.8134171907756813; 0.9146238377007606; 0.9016666666666666; 0.9158333333333333; 0.6122448979591837; 0.603448275862069; 0.6239463601532567; 0.6514285714285714; 0.6333333333333333; 0.6557471264367816; 0.8102345415778252; 0.7966457023060797; 0.8134171907756814
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.59375    0.55594406 0.56993007 0.59090909 0.59440559]; 0.6386554621848739; 0.5504201680672269; 0.8805031446540881; 0.9749463135289907; 0.9511173184357542; 0.9755586592178771; 0.6928571428571428; 0.782258064516129; 0.6323571024335031; 0.5962264150943397; 0.6929824561403509; 0.5561686474250142; 0.88259526261586; 0.8983228511530398; 0.8805031446540881
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63986014 0.67482517 0.62587413 0.68531469 0.67957746]; 0.6708333333333333; 0.6541666666666667; 0.9046121593291404; 0.9857954545454545; 0.9719887955182073; 0.9859943977591037; 0.6580086580086579; 0.6551724137931034; 0.6703281423804227; 0.6343612334801763; 0.5806451612903226; 0.6567018909899889; 0.902465166130761; 0.8825995807127882; 0.9046121593291403
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.73263889 0.69097222 0.63986014 0.67132867 0.66783217]; 0.6455696202531646; 0.6286919831223629; 0.8852201257861635; 0.9662113587347232; 0.9372384937238494; 0.9672245467224546; 0.6410256410256411; 0.625; 0.6458333333333334; 0.6451612903225807; 0.6837606837606838; 0.6293803418803419; 0.8830752802989855; 0.8668763102725366; 0.8852201257861635
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.61888112 0.71328671 0.66783217 0.6048951  0.66433566]; 0.6276150627615062; 0.5815899581589958; 0.6425576519916143; 0.685386088066369; 0.7510489510489511; 0.6552447552447552; 0.7138263665594856; 0.9098360655737705; 0.6215846994535519; 0.6815286624203821; 0.9145299145299145; 0.5884124982485638; 0.6888686131386861; 0.7914046121593291; 0.6425576519916143
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.66083916 0.58391608 0.65734266 0.66549296]; 0.6208333333333333; 0.6541666666666667; 0.8773584905660378; 0.9563318777292577; 0.9201680672268907; 0.9579831932773109; 0.6224066390041494; 0.6578947368421053; 0.6225981620718463; 0.6719367588932808; 0.6746031746031746; 0.6530910609857978; 0.8747323340471093; 0.8563941299790356; 0.8773584905660378
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.60839161 0.5979021  0.61188811 0.59440559 0.61538462]; 0.6150627615062761; 0.6150627615062761; 0.839098532494759; 0.9135628952916374; 0.9090909090909091; 0.913986013986014; 0.5855855855855855; 0.6074766355140186; 0.6143443783630699; 0.6260162601626017; 0.5833333333333334; 0.6187694704049845; 0.8376520359598096; 0.8301886792452831; 0.839098532494759
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; 12; svd_reconstruct; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.63541667 0.68531469 0.65034965 0.62237762 0.68181818]; 0.6638655462184874; 0.6386554621848739; 0.7175052410901468; 0.737138830162086; 0.7304469273743017; 0.7395251396648045; 0.6521739130434783; 0.6302521008403361; 0.6638655462184873; 0.6055045871559633; 0.5546218487394958; 0.6386554621848739; 0.7113015532940548; 0.6960167714884696; 0.7175052410901467
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68055556 0.65625    0.7027972  0.63986014 0.68881119]; 0.6244725738396625; 0.620253164556962; 0.8375262054507338; 0.9052783803326102; 0.8730822873082287; 0.908647140864714; 0.6276150627615064; 0.6756756756756757; 0.6275203775203775; 0.6616541353383458; 0.6984126984126984; 0.614972114972115; 0.8358050847457628; 0.8270440251572327; 0.8375262054507338
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.67708333 0.65625    0.68531469 0.67482517]; 0.6440677966101694; 0.673728813559322; 0.8191823899371069; 0.867816091954023; 0.841225626740947; 0.8718662952646239; 0.65; 0.6902654867256637; 0.6459457514929131; 0.6857142857142857; 0.6829268292682927; 0.6733218217137924; 0.8161960575386256; 0.8029350104821803; 0.8191823899371069
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.625      0.69791667 0.66666667 0.70833333 0.54255319]; 0.710691823899371; 0.5911949685534591; 0.8153266331658291; 0.92; 0.8661087866108786; 0.9246861924686193; 0.7261904761904762; 0.7922077922077922; 0.7131770668356034; 0.6012269938650306; 0.6049382716049383; 0.5909306742640076; 0.8117797695262484; 0.7984886649874056; 0.8152844327443293
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.66666667 0.61458333 0.67021277 0.74468085 0.81914894]; 0.5569620253164557; 0.6455696202531646; 0.7886075949367088; 0.9102844638949672; 0.8776371308016878; 0.9135021097046413; 0.65; 0.7222222222222222; 0.5302287581699346; 0.6923076923076923; 0.7974683544303798; 0.6455696202531646; 0.8009535160905841; 0.8275862068965517; 0.7874910201149424
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.76041667 0.69791667 0.69791667 0.72916667 0.75531915]; 0.6666666666666666; 0.5974842767295597; 0.8417085427135679; 0.9808917197452229; 0.9665271966527197; 0.9811715481171548; 0.6971428571428572; 0.6853932584269663; 0.6641252006420546; 0.5789473684210525; 0.6027397260273972; 0.5978814909206753; 0.8421052631578947; 0.8379052369077307; 0.8417374285804476
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.70833333 0.70833333 0.73958333 0.62765957]; 0.6477987421383647; 0.5660377358490566; 0.6922110552763819; 0.7637795275590551; 0.8117154811715481; 0.7489539748953975; 0.6989247311827957; 0.7926829268292683; 0.6430947101678809; 0.6187845303867403; 0.7; 0.5651898734177214; 0.7200000000000001; 0.7855361596009975; 0.6915022570156888
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.73958333 0.72916667 0.65625    0.72340426 0.69148936]; 0.5949367088607594; 0.6518987341772152; 0.7348484848484849; 0.8205128205128205; 0.8739495798319328; 0.8088235294117647; 0.6666666666666669; 0.8533333333333334; 0.6073895582329318; 0.7120418848167539; 0.8607594936708861; 0.6518987341772152; 0.7640449438202247; 0.8673469387755102; 0.7361734693877551
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.64583333 0.58333333 0.60416667 0.61458333 0.625     ]; 0.5625; 0.56875; 0.79; 0.937365010799136; 0.9041666666666667; 0.9395833333333334; 0.6236559139784946; 0.6744186046511628; 0.5534255185417976; 0.591715976331361; 0.704225352112676; 0.5824497547080234; 0.7946210268948656; 0.818639798488665; 0.7902131994924715
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.69791667 0.82291667 0.74468085 0.74468085]; 0.6518987341772152; 0.620253164556962; 0.7297979797979798; 0.7898089171974523; 0.7815126050420168; 0.7920168067226891; 0.6666666666666667; 0.6962025316455697; 0.6518987341772152; 0.6739130434782609; 0.7469879518072289; 0.6134939759036144; 0.7390243902439024; 0.7575; 0.7295153061224489
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.8125     0.72916667 0.79166667 0.77659574 0.76595745]; 0.5316455696202531; 0.6012658227848101; 0.7954545454545454; 0.9445676274944569; 0.8949579831932774; 0.9474789915966386; 0.5747126436781608; 0.6172839506172839; 0.5294211960878628; 0.6227544910179641; 0.7027027027027027; 0.6073037323037322; 0.7954545454545454; 0.8015267175572519; 0.7955002008838892
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.6875     0.6875     0.71276596 0.72340426 0.74468085]; 0.5886075949367089; 0.6582278481012658; 0.769620253164557; 0.8590604026845637; 0.810126582278481; 0.8670886075949367; 0.6486486486486487; 0.7792207792207793; 0.5933140933140933; 0.7244897959183674; 0.8452380952380952; 0.6455920205920206; 0.7801932367149759; 0.8115577889447236; 0.7692993026356272
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; 6; svd_reconstruct; svd; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.65972222 0.61971831 0.62676056 0.66197183]; 0.6638655462184874; 0.634453781512605; 0.8369747899159664; 0.9606986899563319; 0.9243697478991597; 0.9621848739495799; 0.6551724137931034; 0.6440677966101694; 0.6637005649717514; 0.6390041493775934; 0.6260162601626016; 0.6347472605160834; 0.8327586206896551; 0.8076923076923077; 0.8371231808731809
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.70138889 0.67361111 0.65277778 0.69444444 0.68055556]; 0.6625; 0.5708333333333333; 0.8091666666666667; 0.9337260677466863; 0.8805555555555555; 0.9375; 0.6232558139534883; 0.5929203539823009; 0.6586649014005994; 0.5829959514170041; 0.5538461538461539; 0.5723776223776224; 0.7992988606485538; 0.7562189054726368; 0.8094327358183956
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.71527778 0.68055556 0.72222222 0.70138889]; 0.6208333333333333; 0.6166666666666667; 0.8191666666666667; 0.9507246376811593; 0.9111111111111111; 0.9527777777777777; 0.6513409961685823; 0.68; 0.6182608695652174; 0.6488549618320612; 0.6746031746031746; 0.6136173767752715; 0.8211046990931574; 0.8150572831423896; 0.8192434123691573
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.66666667 0.75       0.63888889 0.69444444 0.71126761]; 0.5941422594142259; 0.5815899581589958; 0.6505016722408027; 0.6856330014224751; 0.6713091922005571; 0.692200557103064; 0.5764192139737991; 0.5454545454545454; 0.5947611710323575; 0.5652173913043479; 0.6018518518518519; 0.583368674017529; 0.6402753872633391; 0.6326530612244898; 0.6502081095596133
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.63194444 0.63194444 0.61111111 0.59027778 0.61805556]; 0.6583333333333333; 0.625; 0.8483333333333334; 0.9859550561797753; 0.975; 0.9861111111111112; 0.6917293233082706; 0.736; 0.6549565217391304; 0.6186440677966102; 0.6517857142857143; 0.6266741071428572; 0.8500823723228995; 0.864321608040201; 0.8484128769885914
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.68055556 0.59027778 0.69014085 0.64788732 0.64084507]; 0.6722689075630253; 0.6008403361344538; 0.7932773109243697; 0.8973277074542898; 0.8935574229691877; 0.8977591036414565; 0.6904761904761906; 0.7435897435897436; 0.6734477643568553; 0.6058091286307055; 0.6186440677966102; 0.6009887005649718; 0.7956810631229236; 0.8091216216216216; 0.7933567974328843
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.73611111 0.75       0.68055556 0.70833333]; 0.6083333333333333; 0.5833333333333334; 0.765; 0.8694362017804154; 0.8138888888888889; 0.8777777777777778; 0.6178861788617885; 0.6440677966101694; 0.6089191442067241; 0.6212121212121212; 0.6612903225806451; 0.5806451612903225; 0.7618243243243242; 0.7491694352159468; 0.7650529450327226
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; 6; svd_reconstruct; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.69014085 0.73943662 0.66901408 0.73239437 0.62857143]; 0.5932203389830508; 0.7033898305084746; 0.7864406779661017; 0.8750000000000001; 0.8502824858757062; 0.8785310734463277; 0.6000000000000001; 0.6428571428571429; 0.5956221198156681; 0.7265624999999999; 0.7153846153846154; 0.7020319303338171; 0.7871621621621622; 0.7818791946308725; 0.7864875425209157
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.77083333 0.71527778 0.70833333 0.63888889 0.65277778]; 0.6958333333333333; 0.6208333333333333; 0.8066666666666666; 0.9017341040462428; 0.8666666666666667; 0.9055555555555554; 0.7020408163265307; 0.7226890756302521; 0.696055281616779; 0.5472636815920398; 0.5288461538461539; 0.6100113122171945; 0.7961335676625659; 0.7770154373927959; 0.8058496960059603
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.69791667 0.609375   0.65625    0.58854167 0.64736842]; 0.5956112852664577; 0.664576802507837; 0.8164160401002506; 0.9370165745856354; 0.8851774530271399; 0.9405010438413361; 0.6149253731343284; 0.6866666666666666; 0.6007297830374753; 0.6934097421203438; 0.7159763313609467; 0.6613214990138067; 0.815607300188798; 0.8120300751879699; 0.8164160401002506
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; 8; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.68421053 0.59473684 0.71578947 0.61052632 0.65263158]; 0.6772151898734177; 0.6075949367088608; 0.8305941845764855; 0.9537444933920705; 0.911578947368421; 0.9557894736842105; 0.6890243902439024; 0.6807228915662651; 0.6770281124497992; 0.6025641025641025; 0.6266666666666667; 0.6085140562248996; 0.82687338501292; 0.809102402022756; 0.8305941845764855
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.66666667 0.65625    0.671875   0.69270833 0.73684211]; 0.6112852664576802; 0.554858934169279; 0.7875939849624061; 0.9195148842337376; 0.8705636743215032; 0.9237995824634656; 0.6477272727272726; 0.7354838709677419; 0.614693154996066; 0.6162162162162161; 0.7450980392156863; 0.5623080557524214; 0.7918968692449355; 0.8195679796696315; 0.7880287364355573
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; 8; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.63020833 0.65625    0.640625   0.68947368 0.67368421]; 0.6383647798742138; 0.6823899371069182; 0.6620603015075377; 0.7165492957746479; 0.8514644351464435; 0.6631799163179917; 0.676056338028169; 0.7361963190184049; 0.6358400949930734; 0.7089337175792506; 0.7884615384615384; 0.6843542260208927; 0.7072905331882481; 0.8155583437892095; 0.6618672222090702
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.67708333 0.69270833 0.64736842 0.64210526 0.64210526]; 0.6509433962264151; 0.6352201257861635; 0.8176100628930818; 0.93007769145394; 0.8784067085953878; 0.9339622641509434; 0.6605504587155964; 0.7552447552447552; 0.6604795204795204; 0.672316384180791; 0.725609756097561; 0.6322853975293; 0.8166877370417194; 0.8239795918367347; 0.817696991948144
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.70833333 0.63541667 0.66315789 0.61578947 0.63157895]; 0.6415094339622641; 0.6383647798742138; 0.7572327044025158; 0.8338624338624339; 0.8259958071278826; 0.8354297693920335; 0.7061855670103092; 0.8154761904761905; 0.6310714285714286; 0.6997389033942558; 0.8481012658227848; 0.6396756329113924; 0.7750582750582751; 0.8281444582814446; 0.7565118733592737
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.640625   0.69791667 0.67894737 0.70526316 0.69473684]; 0.6383647798742138; 0.6477987421383647; 0.6924528301886792; 0.7293388429752066; 0.740041928721174; 0.7253668763102726; 0.6607669616519174; 0.7088607594936709; 0.6388053797468355; 0.6744186046511629; 0.7483870967741936; 0.6502671680189986; 0.7038158691702; 0.7354430379746836; 0.6927215189873417
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; 8; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.75       0.72395833 0.75789474 0.6        0.67894737]; 0.6383647798742138; 0.6226415094339622; 0.7735849056603774; 0.8642779587404994; 0.8343815513626834; 0.8689727463312369; 0.6461538461538462; 0.6287425149700598; 0.6388745687433081; 0.6052631578947367; 0.5859872611464968; 0.6221861771570992; 0.767741935483871; 0.7428214731585518; 0.7738188481128627
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.65263158 0.68421053 0.67368421 0.69473684 0.66489362]; 0.6550632911392406; 0.5981012658227848; 0.7588607594936709; 0.8390677025527192; 0.7974683544303798; 0.8470464135021097; 0.6093189964157706; 0.551948051948052; 0.6525172358505692; 0.5752508361204013; 0.5180722891566265; 0.6023694779116465; 0.7423935091277891; 0.6914357682619647; 0.7592038892200409
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; 10; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.6512605  0.66386555 0.65546218 0.65546218 0.61016949]; 0.6055555555555555; 0.6222222222222222; 0.7840670859538784; 0.8803571428571428; 0.82996632996633; 0.8872053872053872; 0.6432160804020101; 0.7441860465116279; 0.6114547253834736; 0.6761904761904761; 0.7553191489361702; 0.6160316674913409; 0.7874097007223942; 0.79979035639413; 0.7840670859538784
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68487395 0.69327731 0.65966387 0.74789916 0.73109244]; 0.637883008356546; 0.596100278551532; 0.8317610062893082; 0.9598603839441536; 0.9243697478991597; 0.9613445378151261; 0.6560846560846562; 0.6526315789473685; 0.6369666770476489; 0.5983379501385041; 0.6390532544378699; 0.5984739956399876; 0.8297082228116711; 0.8197064989517819; 0.8317610062893082
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.65546218 0.63865546 0.63445378 0.65966387 0.70762712]; 0.6027777777777777; 0.6222222222222222; 0.8050314465408805; 0.9183494293239683; 0.8804713804713805; 0.9217171717171718; 0.6266318537859007; 0.6741573033707865; 0.6035621681689097; 0.6344086021505377; 0.6483516483516484; 0.6219286331645881; 0.8035902851108765; 0.7976939203354297; 0.8050314465408805
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; 10; svd_reconstruct; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.58823529 0.67226891 0.68907563 0.65546218 0.66949153]; 0.6416666666666667; 0.6388888888888888; 0.6907756813417191; 0.7463601532567051; 0.8198653198653199; 0.7213804713804713; 0.6683804627249358; 0.7027027027027027; 0.63992277992278; 0.6467391304347825; 0.68; 0.64; 0.7138700290979632; 0.7714884696016772; 0.6907756813417191
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67083333 0.66666667 0.66386555 0.66386555 0.6512605 ]; 0.6470588235294118; 0.6442577030812325; 0.8427672955974843; 0.959094865100087; 0.9229480737018425; 0.9606365159128978; 0.6802030456852791; 0.7657142857142857; 0.6493406593406592; 0.683291770573566; 0.7527472527472527; 0.642087912087912; 0.8456790123456791; 0.8616352201257862; 0.8427672955974843
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.625      0.65416667 0.62605042 0.66386555 0.6302521 ]; 0.6190476190476191; 0.6442577030812325; 0.7751572327044025; 0.8597972972972973; 0.8525963149078727; 0.8609715242881073; 0.6714975845410627; 0.776536312849162; 0.6186052350762664; 0.6909975669099757; 0.797752808988764; 0.6446864603603037; 0.7864609258337482; 0.8280922431865828; 0.7751572327044024
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64166667 0.65833333 0.68907563 0.74369748 0.66806723]; 0.6610644257703081; 0.6078431372549019; 0.6975890985324947; 0.7285223367697594; 0.7102177554438861; 0.7353433835845896; 0.6873385012919896; 0.7430167597765364; 0.6608342225848973; 0.6195652173913042; 0.6404494382022472; 0.6079342163078275; 0.6993225638353309; 0.7033542976939203; 0.6975890985324948
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; 10; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.72689076 0.68907563 0.68067227 0.65254237]; 0.6944444444444444; 0.6361111111111111; 0.7976939203354297; 0.872471416007036; 0.835016835016835; 0.8779461279461279; 0.6839080459770114; 0.6685393258426966; 0.6941597728114582; 0.6267806267806267; 0.6043956043956044; 0.6364674651191505; 0.7897603485838779; 0.759958071278826; 0.7976939203354299
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.67916667 0.69327731 0.69327731 0.66386555 0.67647059]; 0.6508379888268156; 0.659217877094972; 0.7887840670859538; 0.8648180242634315; 0.837248322147651; 0.8691275167785235; 0.6268656716417911; 0.603448275862069; 0.6495502248875562; 0.6494252873563218; 0.6141304347826086; 0.6605134932533732; 0.7806205770277628; 0.7515723270440252; 0.7887840670859538
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.6958042  0.6958042  0.65034965 0.64335664 0.59440559]; 0.6150627615062761; 0.6150627615062761; 0.8626834381551363; 0.9423929098966026; 0.8923076923076924; 0.9454545454545454; 0.5779816513761468; 0.5338983050847458; 0.6140565905589018; 0.5740740740740742; 0.512396694214876; 0.6163678386328618; 0.8534675615212527; 0.79979035639413; 0.8626834381551363
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; 12; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.63194444 0.61458333 0.71180556 0.71180556 0.69230769]; 0.625531914893617; 0.6170212765957447; 0.8668763102725366; 0.9441997063142438; 0.894297635605007; 0.9471488178025035; 0.6507936507936508; 0.7192982456140351; 0.6282441641293316; 0.6785714285714286; 0.7851239669421488; 0.6118602290851095; 0.8658922914466737; 0.859538784067086; 0.8668763102725368
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.66666667 0.67013889 0.65972222 0.67708333 0.66783217]; 0.6340425531914894; 0.6382978723404256; 0.8647798742138365; 0.9357933579335793; 0.8817802503477051; 0.939499304589708; 0.6386554621848739; 0.6386554621848739; 0.6339829035062301; 0.6382978723404256; 0.646551724137931; 0.6384019124891336; 0.8588621444201313; 0.8228511530398323; 0.8647798742138365
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; 12; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.59722222 0.67361111 0.65277778 0.65277778 0.61888112]; 0.5617021276595745; 0.6085106382978723; 0.6357442348008385; 0.6147919876733436; 0.5549374130737135; 0.6522948539638387; 0.48756218905472637; 0.4117647058823529; 0.5636409736308315; 0.5257731958762887; 0.4396551724137931; 0.606382208055636; 0.5894861193148256; 0.5230607966457023; 0.6357442348008386
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.67132867 0.66783217 0.68881119 0.65734266 0.68881119]; 0.6108786610878661; 0.602510460251046; 0.84958071278826; 0.9274725274725273; 0.8853146853146853; 0.9307692307692307; 0.6970684039087948; 0.9067796610169492; 0.614546855301863; 0.7003154574132493; 0.9173553719008265; 0.5985081944249895; 0.8557063851181497; 0.8920335429769392; 0.8495807127882599
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.62847222 0.66319444 0.65277778 0.67013889 0.68881119]; 0.6042553191489362; 0.6085106382978723; 0.7840670859538784; 0.8426888426888427; 0.8456189151599444; 0.8421418636995828; 0.6593406593406593; 0.8490566037735849; 0.6260786894836917; 0.6933333333333332; 0.8062015503875969; 0.5870630393447418; 0.7956349206349206; 0.8406708595387841; 0.7840670859538784
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.6875     0.66666667 0.72027972 0.67482517 0.65034965]; 0.6919831223628692; 0.6582278481012658; 0.6986373165618449; 0.7094547964113181; 0.7168758716875872; 0.706415620641562; 0.7326007326007326; 0.8547008547008547; 0.694017094017094; 0.7096774193548386; 0.825; 0.6560897435897436; 0.7126436781609194; 0.7473794549266247; 0.6986373165618449
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; 12; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.70486111 0.72222222 0.6993007  0.66783217 0.67132867]; 0.5991561181434599; 0.6497890295358649; 0.8149895178197065; 0.8719824433065106; 0.8312412831241283; 0.8779637377963738; 0.6303501945525292; 0.6694214876033058; 0.5976417782844116; 0.6584362139917697; 0.6896551724137931; 0.6506127101738386; 0.8109266202463846; 0.7935010482180294; 0.8149895178197065
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.71678322 0.63986014 0.66783217 0.68181818 0.6971831 ]; 0.6333333333333333; 0.625; 0.8066037735849056; 0.861090909090909; 0.8291316526610645; 0.8662464985994399; 0.6271186440677966; 0.6324786324786325; 0.6333124869710236; 0.625; 0.6097560975609756; 0.6253908692933083; 0.80064829821718; 0.7767295597484277; 0.8066037735849056
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.6875     0.69791667 0.69791667 0.61458333 0.73958333]; 0.6; 0.64375; 0.75375; 0.8137254901960784; 0.6916666666666667; 0.8416666666666667; 0.6521739130434783; 0.75; 0.6; 0.6627218934911242; 0.7368421052631579; 0.6481829573934837; 0.7411300919842314; 0.7121212121212122; 0.7533378337833785
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; 4; svd_reconstruct; svd; 474; 158; 158; 0.6; 0.2; 0.2; [0.71875    0.76041667 0.74468085 0.72340426 0.73404255]; 0.6265822784810127; 0.6012658227848101; 0.7658227848101266; 0.850356294536817; 0.7552742616033755; 0.8670886075949367; 0.6508875739644969; 0.6875; 0.625801282051282; 0.6315789473684211; 0.675; 0.6003205128205129; 0.7568988173455978; 0.72544080604534; 0.7660282910633825
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.75       0.72916667 0.76041667 0.73958333 0.67021277]; 0.660377358490566; 0.5786163522012578; 0.7939698492462312; 0.9038031319910514; 0.8451882845188284; 0.9100418410041841; 0.6493506493506493; 0.5813953488372093; 0.667410003185728; 0.5109489051094891; 0.4375; 0.5795094936708861; 0.7777777777777777; 0.7086419753086419; 0.7954974582425562
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; 4; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.6875     0.63541667 0.64583333 0.61458333 0.57446809]; 0.5786163522012578; 0.6226415094339622; 0.6193467336683417; 0.7206349206349206; 0.9497907949790795; 0.6317991631799162; 0.6633165829145728; 0.9041095890410958; 0.6032175852182223; 0.6969696969696969; 0.8214285714285714; 0.6107142857142858; 0.7049659201557936; 0.9141414141414141; 0.620820707070707
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.63541667 0.59375    0.59375    0.59375    0.66666667]; 0.65; 0.7; 0.80125; 0.8812095032397408; 0.85; 0.8854166666666669; 0.6923076923076923; 0.7974683544303798; 0.6518205969682763; 0.7623762376237623; 0.8369565217391305; 0.6758312020460358; 0.8122786304604486; 0.8369829683698297; 0.8002395561643493
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.60416667 0.60416667 0.75       0.77083333 0.69791667]; 0.70625; 0.55625; 0.78625; 0.8874734607218683; 0.8708333333333333; 0.8895833333333333; 0.7344632768361582; 0.7738095238095238; 0.7026942355889725; 0.5798816568047337; 0.6282051282051282; 0.5580050031269543; 0.7906976744186047; 0.8034825870646766; 0.7861634040851022
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; 4; svd_reconstruct; svdne; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.79166667 0.78125    0.73958333 0.72916667]; 0.66875; 0.53125; 0.775; 0.8812785388127854; 0.8041666666666667; 0.8916666666666666; 0.6344827586206897; 0.6216216216216216; 0.6654619736015084; 0.5283018867924528; 0.5; 0.5328947368421052; 0.7574123989218329; 0.7060301507537688; 0.7746568664216604
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; 4; svd_reconstruct; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.70212766 0.68085106 0.77659574 0.70212766 0.81914894]; 0.5384615384615384; 0.6025641025641025; 0.7493606138107417; 0.8537735849056605; 0.7702127659574468; 0.8680851063829785; 0.5263157894736841; 0.5333333333333333; 0.5382716049382715; 0.6219512195121951; 0.6710526315789473; 0.6042763157894737; 0.7351351351351353; 0.7046632124352331; 0.748796252682263
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.72916667 0.77083333 0.72916667 0.73404255 0.74468085]; 0.620253164556962; 0.6392405063291139; 0.7575757575757576; 0.8306997742663657; 0.773109243697479; 0.8424369747899159; 0.6511627906976744; 0.7; 0.6192307692307693; 0.6666666666666667; 0.6867469879518072; 0.636706827309237; 0.7557251908396947; 0.7406483790523691; 0.7577922202167218
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.71527778 0.79166667 0.73611111 0.68055556 0.56944444]; 0.6208333333333333; 0.675; 0.7741666666666667; 0.8375796178343949; 0.7305555555555555; 0.8583333333333335; 0.6738351254480286; 0.7966101694915254; 0.6237149208113364; 0.7483870967741937; 0.8992248062015504; 0.6568196103079824; 0.7773212818405917; 0.7792421746293245; 0.7741067534192155
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.5625     0.625      0.59722222 0.66666667 0.60416667]; 0.6375; 0.65; 0.7741666666666667; 0.8397435897435899; 0.7277777777777777; 0.8611111111111112; 0.6359832635983264; 0.6386554621848739; 0.6375095492742551; 0.6744186046511628; 0.7016129032258065; 0.6482202447163516; 0.7582515611061553; 0.7048092868988391; 0.7745151962132387
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.70138889 0.64084507 0.6971831  0.67605634 0.64084507]; 0.5822784810126582; 0.6413502109704642; 0.7858347386172007; 0.8926380368098161; 0.8174157303370787; 0.9016853932584271; 0.5170731707317073; 0.38405797101449274; 0.6213219148001756; 0.5454545454545454; 0.4722222222222222; 0.6275839793281655; 0.7567049808429119; 0.6561461794019934; 0.7878333636735994
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; 6; svd_reconstruct; svdn; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.63194444 0.62676056 0.68309859 0.62676056 0.65492958]; 0.6835443037974683; 0.5907172995780591; 0.642495784148398; 0.649025069637883; 0.6544943820224719; 0.646067415730337; 0.6376811594202899; 0.6; 0.6779527559055119; 0.5764192139737991; 0.5454545454545454; 0.591692789968652; 0.6325823223570191; 0.6218057921635435; 0.6422885388196682
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; 6; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.63888889 0.61111111 0.63380282 0.66901408 0.70422535]; 0.6680672268907563; 0.5882352941176471; 0.8243697478991596; 0.9530791788856305; 0.9103641456582633; 0.9551820728291316; 0.6852589641434262; 0.7049180327868853; 0.6671141888072358; 0.5916666666666667; 0.6513761467889908; 0.5931299338596117; 0.8218243819266837; 0.8197278911564626; 0.8243157728207563
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.71527778 0.72222222 0.68055556 0.73611111]; 0.6; 0.6; 0.7591666666666667; 0.8612303290414878; 0.8361111111111111; 0.8652777777777779; 0.6307692307692307; 0.7387387387387387; 0.6096794468887492; 0.6546762589928058; 0.7338709677419355; 0.5953837597330367; 0.7663702506063056; 0.7966386554621848; 0.7594763525244808
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.65972222 0.63888889 0.65492958 0.61971831 0.71830986]; 0.6470588235294118; 0.6512605042016807; 0.7521008403361344; 0.7942122186495177; 0.6918767507002801; 0.8207282913165266; 0.5483870967741936; 0.4322033898305085; 0.6452683615819209; 0.5654450261780105; 0.4462809917355372; 0.6547644274917003; 0.7047047047047048; 0.5906040268456376; 0.7523727204935259
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.70138889 0.72916667 0.72916667 0.6875     0.76388889]; 0.5916666666666667; 0.6416666666666667; 0.7575; 0.8390977443609022; 0.775; 0.851388888888889; 0.5462962962962963; 0.4957983193277311; 0.5908743662754358; 0.6260869565217391; 0.5853658536585366; 0.6431102772566187; 0.7380738073807381; 0.6810631229235881; 0.7577556417293526
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.67605634 0.71830986 0.73239437 0.70422535 0.6971831 ]; 0.6440677966101694; 0.5423728813559322; 0.7622673434856176; 0.8615863141524105; 0.780281690140845; 0.8746478873239436; 0.6379310344827587; 0.6607142857142857; 0.6448732718894008; 0.5344827586206897; 0.5210084033613446; 0.5425554837319543; 0.7461607949412827; 0.7047781569965871; 0.7617850516526559
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; 8; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.703125   0.640625   0.69270833 0.66315789 0.65263158]; 0.5566037735849056; 0.6320754716981132; 0.6984924623115578; 0.7388235294117648; 0.6569037656903766; 0.7677824267782427; 0.5436893203883495; 0.509090909090909; 0.5584670231729055; 0.6261980830670927; 0.6125; 0.6321993670886076; 0.6739130434782609; 0.6176836861768369; 0.6992093969540711
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.61458333 0.640625   0.67708333 0.56770833 0.68947368]; 0.6677115987460815; 0.6018808777429467; 0.7857142857142857; 0.8719153936545241; 0.7745302713987474; 0.8862212943632568; 0.6845238095238095; 0.6845238095238095; 0.6667652160201829; 0.5723905723905723; 0.6028368794326241; 0.601980237469121; 0.7695417789757412; 0.7246192893401016; 0.7849581595215359
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.73958333 0.75       0.69270833 0.77604167 0.72395833]; 0.61875; 0.584375; 0.769375; 0.8741721854304636; 0.825; 0.88125; 0.6666666666666667; 0.7261904761904762; 0.6130952380952381; 0.5981873111782477; 0.6470588235294118; 0.5870024656569214; 0.7698066126013724; 0.7702871410736579; 0.7693738583966536
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; 8; svd_reconstruct; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66315789 0.68421053 0.65263158 0.7        0.61052632]; 0.6455696202531646; 0.629746835443038; 0.6662452591656132; 0.7192488262910798; 0.8063157894736842; 0.6852631578947369; 0.6626506024096386; 0.6875; 0.6450320512820513; 0.6507462686567164; 0.7077922077922078; 0.6316738816738817; 0.6951501154734411; 0.7629911280101395; 0.6664892588348301
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; 8; svd_reconstruct; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.69473684 0.62105263 0.67894737 0.66315789 0.68617021]; 0.6329113924050633; 0.629746835443038; 0.7170886075949368; 0.785140562248996; 0.8248945147679325; 0.7742616033755274; 0.6647398843930636; 0.7419354838709677; 0.634942897214987; 0.6507462686567165; 0.6526946107784432; 0.6283607282080136; 0.7334525939177102; 0.7726130653266332; 0.7166636755204595
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.65625    0.66315789 0.7        0.63157895 0.68421053]; 0.6056782334384858; 0.6151419558359621; 0.7648171500630517; 0.8639308855291576; 0.8403361344537815; 0.8676470588235294; 0.6438746438746439; 0.6647058823529411; 0.6010604241696678; 0.6234567901234568; 0.6601307189542484; 0.6166507253307827; 0.7670206121174264; 0.7684605757196495; 0.7647893729932429
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; 8; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.67708333 0.6875     0.64210526 0.73157895]; 0.6194968553459119; 0.6257861635220126; 0.6947236180904522; 0.7178899082568808; 0.6548117154811716; 0.7426778242677825; 0.5599999999999999; 0.5133333333333333; 0.6138095238095238; 0.5765124555160143; 0.525974025974026; 0.6227431105479886; 0.6596638655462185; 0.6023017902813299; 0.6931262037826403
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; 8; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.76041667 0.72395833 0.73958333 0.796875   0.77083333]; 0.628125; 0.55; 0.785; 0.9082672706681767; 0.8354166666666667; 0.915625; 0.6173633440514469; 0.6713286713286714; 0.632274505155861; 0.5688622754491017; 0.536723163841808; 0.5515783651376872; 0.774869109947644; 0.74; 0.7849999999999999
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.72395833 0.71354167 0.68229167 0.67708333 0.70833333]; 0.621875; 0.6; 0.749375; 0.8389830508474576; 0.825; 0.8416666666666668; 0.6648199445983379; 0.7228915662650602; 0.6179392896260366; 0.6342857142857142; 0.6894409937888198; 0.5994374780264854; 0.7577039274924471; 0.7769516728624535; 0.7491315741361448
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65833333 0.68333333 0.65966387 0.6302521  0.66806723]; 0.5910364145658263; 0.6498599439775911; 0.7348008385744235; 0.7801683816651075; 0.6984924623115578; 0.8031825795644891; 0.532051282051282; 0.4486486486486487; 0.5964173475801383; 0.5954692556634305; 0.5348837209302325; 0.6458202388434947; 0.7005917159763314; 0.6205450733752621; 0.7348008385744236
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; 10; svd_reconstruct; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.69166667 0.65       0.68487395 0.71008403 0.63445378]; 0.6246498599439776; 0.6050420168067226; 0.7966457023060797; 0.8956602031394276; 0.8123953098827471; 0.90536013400335; 0.593939393939394; 0.5632183908045977; 0.6231392500471076; 0.6072423398328691; 0.5956284153005464; 0.6052854720180894; 0.781038374717833; 0.7253668763102725; 0.7966457023060798
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6375     0.6512605  0.64705882 0.67226891 0.6092437 ]; 0.6256983240223464; 0.6089385474860335; 0.7526205450733753; 0.8173431734317343; 0.7432885906040269; 0.8338926174496644; 0.6214689265536723; 0.5882352941176471; 0.627450980392157; 0.5625; 0.5263157894736842; 0.6054038840416549; 0.7315130830489193; 0.6740041928721174; 0.7526205450733753
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64166667 0.65       0.62184874 0.65546218 0.65546218]; 0.6694677871148459; 0.6386554621848739; 0.6514675052410901; 0.6899109792284867; 0.7788944723618091; 0.6499162479061976; 0.6989795918367347; 0.7569060773480663; 0.6682257659467604; 0.6631853785900783; 0.7215909090909091; 0.639800979407333; 0.6867640131888837; 0.7641509433962265; 0.6514675052410901
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; 10; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67647059 0.62605042 0.62184874 0.6512605  0.61344538]; 0.6267409470752089; 0.6713091922005571; 0.789308176100629; 0.8733108108108109; 0.8689075630252101; 0.8739495798319328; 0.6214689265536723; 0.625; 0.6267076502732241; 0.6758241758241758; 0.6721311475409836; 0.6712928464977646; 0.7886435331230284; 0.7861635220125787; 0.7893081761006291
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.64583333 0.63333333 0.6302521  0.68067227 0.62605042]; 0.6610644257703081; 0.5630252100840336; 0.7730607966457023; 0.8677966101694915; 0.8576214405360134; 0.8693467336683417; 0.6807387862796834; 0.7087912087912088; 0.6601098901098901; 0.5828877005347595; 0.6228571428571429; 0.5641758241758241; 0.7759958613554062; 0.7861635220125787; 0.7730607966457024
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.68333333 0.70833333 0.65966387 0.71428571 0.6512605 ]; 0.6246498599439776; 0.6358543417366946; 0.6755765199161425; 0.6872246696035242; 0.6532663316582915; 0.7026800670016751; 0.5963855421686747; 0.5561797752808989; 0.6244586027242482; 0.6012269938650306; 0.547486033519553; 0.6361025673215742; 0.6547685443390965; 0.6153039832285115; 0.6755765199161426
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; 10; svd_reconstruct; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.66666667 0.75       0.72083333 0.73529412 0.72689076]; 0.5814606741573034; 0.6151685393258427; 0.7327044025157232; 0.8010657193605683; 0.754180602006689; 0.8127090301003345; 0.6005361930294907; 0.6363636363636364; 0.5820707070707071; 0.6183844011142061; 0.6166666666666667; 0.6151515151515151; 0.7255113024757803; 0.7064989517819706; 0.7327044025157233
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68487395 0.64705882 0.66806723 0.65966387 0.66101695]; 0.6555555555555556; 0.6583333333333333; 0.7809224318658281; 0.8455284552845528; 0.7878787878787878; 0.856060606060606; 0.6395348837209303; 0.5882352941176471; 0.6582794967698062; 0.6191950464396285; 0.5780346820809249; 0.65532750146827; 0.7643742953776775; 0.710691823899371; 0.7809224318658281
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; 12; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.66783217 0.66783217 0.63636364 0.64788732]; 0.6; 0.6583333333333333; 0.7342767295597484; 0.7378486055776893; 0.6484593837535014; 0.7696078431372548; 0.5714285714285715; 0.5470085470085471; 0.5987075255367937; 0.6583333333333333; 0.6422764227642277; 0.6587450489889515; 0.7050610820244329; 0.6352201257861635; 0.7342767295597485
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; 12; svd_reconstruct; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.63194444 0.61538462 0.63636364 0.63286713 0.66083916]; 0.6596638655462185; 0.680672268907563; 0.8459119496855346; 0.8943716268311488; 0.8100558659217877; 0.9043296089385475; 0.6610878661087866; 0.6124031007751938; 0.6639997155252115; 0.6346153846153847; 0.6055045871559633; 0.6748453168337956; 0.8314220183486237; 0.759958071278826; 0.8459119496855346
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68881119 0.67832168 0.64335664 0.67132867 0.63286713]; 0.6150627615062761; 0.6192468619246861; 0.8076519916142557; 0.8584615384615386; 0.7804195804195804; 0.8713286713286713; 0.6377952755905512; 0.6982758620689655; 0.617430613961312; 0.6486486486486487; 0.6829268292682927; 0.6173254835996637; 0.797573083287369; 0.7578616352201258; 0.8076519916142557
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.67832168 0.61188811 0.67832168 0.64685315 0.6584507 ]; 0.5666666666666667; 0.6333333333333333; 0.6687631027253669; 0.7127937336814621; 0.7647058823529411; 0.6918767507002801; 0.6204379562043795; 0.7522123893805309; 0.5768935962650686; 0.7124183006535948; 0.8582677165354331; 0.6193993449933803; 0.7007575757575758; 0.7756813417190775; 0.6687631027253669
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.67482517 0.67832168 0.65384615 0.61888112 0.65034965]; 0.6108786610878661; 0.6401673640167364; 0.7767295597484277; 0.8302405498281786; 0.8447552447552448; 0.8272727272727272; 0.5974025974025975; 0.6388888888888888; 0.6133375742154368; 0.6838235294117647; 0.7099236641221374; 0.6327396098388465; 0.7824310520939733; 0.8029350104821803; 0.7767295597484276
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.61458333 0.61188811 0.63636364 0.59440559]; 0.6751054852320675; 0.6329113924050633; 0.79979035639413; 0.8440629470672391; 0.8228730822873083; 0.8479776847977685; 0.6831275720164609; 0.6693548387096774; 0.6753853839566085; 0.6167400881057269; 0.6194690265486725; 0.6323151584356267; 0.7955032119914346; 0.7788259958071279; 0.79979035639413
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; 12; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.73776224 0.71678322 0.68181818 0.6958042  0.6958042 ]; 0.5355648535564853; 0.5230125523012552; 0.6787211740041929; 0.6920634920634922; 0.6097902097902098; 0.7286713286713287; 0.5714285714285714; 0.5967741935483871; 0.5331697054698457; 0.5403225806451613; 0.5826086956521739; 0.5251753155680224; 0.6530843237125071; 0.6048218029350105; 0.678721174004193
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.66433566 0.68881119 0.7027972  0.67482517 0.67605634]; 0.6083333333333333; 0.5958333333333333; 0.7730607966457023; 0.8194029850746268; 0.7689075630252101; 0.8305322128851539; 0.6466165413533834; 0.7166666666666667; 0.6083333333333334; 0.6596491228070175; 0.7833333333333333; 0.5958333333333333; 0.7710206240084612; 0.7641509433962265; 0.7730607966457023
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.6875     0.66319444 0.70138889 0.64930556 0.64335664]; 0.6510638297872341; 0.6723404255319149; 0.8055555555555556; 0.8431952662721893; 0.7927677329624478; 0.8525730180806677; 0.6203703703703703; 0.5677966101694916; 0.6514196726061133; 0.6515837104072398; 0.6153846153846154; 0.6720990873533247; 0.7926215762996087; 0.7431865828092243; 0.8055555555555556
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; 4; svd_reconstruct; svd; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.60416667 0.625      0.67708333 0.60416667 0.62765957]; 0.6477987421383647; 0.6918238993710691; 0.7449748743718593; 0.7434554973821988; 0.5941422594142259; 0.7949790794979079; 0.6455696202531646; 0.6219512195121951; 0.6486379474184353; 0.7100591715976332; 0.6896551724137931; 0.6920498084291188; 0.7136812411847674; 0.6200980392156863; 0.7481933495047504
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; 4; svd_reconstruct; svd; 480; 160; 160; 0.6; 0.2; 0.2; [0.58333333 0.70833333 0.58333333 0.64583333 0.625     ]; 0.65; 0.6; 0.73375; 0.7680798004987531; 0.6416666666666667; 0.8062499999999999; 0.5333333333333332; 0.4383561643835616; 0.6329711856400567; 0.5; 0.4155844155844156; 0.5933343764669067; 0.6718027734976888; 0.558974358974359; 0.7294871794871796
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.82978723 0.70212766 0.68085106 0.72340426 0.75531915]; 0.5897435897435898; 0.6474358974358975; 0.731457800511509; 0.7611548556430446; 0.6170212765957447; 0.8063829787234044; 0.6049382716049382; 0.620253164556962; 0.5893473614992603; 0.6625766871165645; 0.6506024096385542; 0.6472190130384553; 0.7025495750708215; 0.6246851385390428; 0.7331217900487422
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; 4; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.73958333 0.63541667 0.65625    0.6875     0.65625   ]; 0.56875; 0.525; 0.6775; 0.7797270955165692; 0.8333333333333334; 0.7645833333333334; 0.6145251396648046; 0.6962025316455697; 0.5703234880450071; 0.5308641975308641; 0.5375; 0.525; 0.6978922716627635; 0.7468671679197995; 0.6776729854561592
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.70833333 0.65625    0.64583333 0.70212766 0.69148936]; 0.6835443037974683; 0.6012658227848101; 0.7790404040404041; 0.8616071428571427; 0.8109243697478992; 0.8697478991596639; 0.6666666666666667; 0.5952380952380952; 0.6895109395109396; 0.553191489361702; 0.5342465753424658; 0.5965350523771152; 0.76319350473613; 0.7139240506329114; 0.7788763829990754
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 480; 160; 160; 0.6; 0.2; 0.2; [0.625      0.67708333 0.6875     0.63541667 0.70833333]; 0.56875; 0.575; 0.7725; 0.9040511727078893; 0.8833333333333333; 0.90625; 0.5964912280701754; 0.5862068965517241; 0.5670760510155881; 0.6179775280898876; 0.6179775280898876; 0.5695521443266339; 0.7775061124694376; 0.7644230769230769; 0.7728365384615384
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; 4; svd_reconstruct; svdne; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.63541667 0.65625    0.71875    0.61702128 0.69148936]; 0.47468354430379744; 0.5189873417721519; 0.6426767676767676; 0.6555555555555556; 0.4957983193277311; 0.7394957983193277; 0.3140495867768595; 0.21839080459770116; 0.5035615994819492; 0.25490196078431376; 0.17333333333333334; 0.5023293172690763; 0.5145797598627787; 0.375; 0.6454081632653061
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; 4; svd_reconstruct; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.60416667 0.67708333 0.68085106 0.68085106 0.64893617]; 0.5822784810126582; 0.5253164556962026; 0.7088607594936709; 0.7834549878345499; 0.679324894514768; 0.8122362869198312; 0.5; 0.44; 0.5754216867469879; 0.4525547445255475; 0.36904761904761907; 0.5358751608751608; 0.661764705882353; 0.5681818181818182; 0.7092178126442087
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.59375    0.65957447 0.69148936 0.77659574 0.57446809]; 0.6050955414012739; 0.5796178343949044; 0.77735368956743; 0.8904428904428905; 0.809322033898305; 0.9004237288135593; 0.5974025974025974; 0.5822784810126582; 0.6052418046088932; 0.6071428571428571; 0.5862068965517241; 0.5788177339901478; 0.766977363515313; 0.7164179104477612; 0.7787818718905473
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; 6; svd_reconstruct; svd; 720; 240; 240; 0.6; 0.2; 0.2; [0.65972222 0.65972222 0.64583333 0.71527778 0.59722222]; 0.5666666666666667; 0.5916666666666667; 0.6491666666666667; 0.6039783001808318; 0.4638888888888889; 0.6958333333333335; 0.5; 0.4094488188976378; 0.5764058253780224; 0.4948453608247423; 0.3902439024390244; 0.5968313529289139; 0.5591623036649215; 0.4377049180327869; 0.6527507641011391
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; 6; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.67361111 0.64788732 0.63380282 0.67605634 0.62676056]; 0.6413502109704642; 0.5949367088607594; 0.709106239460371; 0.7102473498233216; 0.5646067415730337; 0.7696629213483145; 0.632034632034632; 0.5703125; 0.6475415711009174; 0.5051546391752577; 0.5051546391752577; 0.5811487481590574; 0.651866801210898; 0.5559380378657487; 0.7060681924865934
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.75       0.64084507 0.66197183 0.64788732 0.66901408]; 0.6286919831223629; 0.5063291139240507; 0.7554806070826307; 0.8706240487062405; 0.8033707865168539; 0.8806179775280898; 0.6140350877192983; 0.603448275862069; 0.6281704189227701; 0.5104602510460251; 0.48031496062992124; 0.5083392984967788; 0.7419928825622776; 0.6961602671118531; 0.7560869478659775
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; 6; svd_reconstruct; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65277778 0.68055556 0.70138889 0.59722222 0.66197183]; 0.5690376569037657; 0.6234309623430963; 0.6931438127090301; 0.7661290322580645; 0.7938718662952646; 0.7576601671309192; 0.5726141078838175; 0.5702479338842975; 0.5690222720268946; 0.6153846153846154; 0.5950413223140496; 0.6237918475977028; 0.6989335520918787; 0.7088186356073212; 0.6930647799885346
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; 6; svd_reconstruct; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.70138889 0.70833333 0.75       0.64583333 0.72222222]; 0.5791666666666667; 0.6291666666666667; 0.7383333333333333; 0.8202898550724638; 0.7861111111111111; 0.8277777777777777; 0.5774058577405857; 0.6; 0.5800000000000001; 0.6454183266932272; 0.6377952755905512; 0.628632151069612; 0.7338983050847457; 0.7192691029900332; 0.7383970933010366
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 714; 238; 238; 0.6; 0.2; 0.2; [0.59722222 0.58333333 0.61267606 0.62676056 0.5915493 ]; 0.5462184873949579; 0.5840336134453782; 0.7831932773109244; 0.927246790299572; 0.9103641456582633; 0.9285714285714285; 0.568; 0.6016949152542372; 0.546680790960452; 0.6666666666666666; 0.6923076923076923; 0.5566801619433198; 0.7932692307692307; 0.8009708737864077; 0.7824784438862108
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; 6; svd_reconstruct; svdne; 714; 238; 238; 0.6; 0.2; 0.2; [0.6875     0.68055556 0.64084507 0.61971831 0.6971831 ]; 0.5588235294117647; 0.5084033613445378; 0.619327731092437; 0.5745856353591161; 0.4369747899159664; 0.6764705882352942; 0.4559585492227979; 0.36666666666666664; 0.56045197740113; 0.4454976303317536; 0.3700787401574803; 0.5183727034120735; 0.5216473072861668; 0.40894039735099336; 0.6225589358768618
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; 6; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.65277778 0.73611111 0.68055556 0.65277778 0.625     ]; 0.5875; 0.5625; 0.7208333333333333; 0.779089376053963; 0.6416666666666667; 0.8180555555555555; 0.5714285714285715; 0.5689655172413793; 0.5869021134593994; 0.5493562231759657; 0.512; 0.564695652173913; 0.6830652790917692; 0.6006655574043261; 0.7210339473165203
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 720; 240; 240; 0.6; 0.2; 0.2; [0.69444444 0.67361111 0.6875     0.68055556 0.65972222]; 0.5791666666666667; 0.5916666666666667; 0.7558333333333334; 0.8580060422960726; 0.7888888888888889; 0.8694444444444444; 0.5702127659574466; 0.5982142857142857; 0.5803571428571428; 0.5916666666666667; 0.6068376068376068; 0.5920366895976652; 0.7423043095866315; 0.7164685908319185; 0.7551246391148135
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; 8; svd_reconstruct; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.64583333 0.63541667 0.65104167 0.66666667 0.59473684]; 0.6081504702194357; 0.5924764890282131; 0.6691729323308271; 0.6345381526104418; 0.49478079331941544; 0.7150313152400836; 0.48979591836734687; 0.375; 0.6088836477987422; 0.4715447154471545; 0.36024844720496896; 0.5946811856278009; 0.5735056542810986; 0.44375; 0.6697393216080402
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; 8; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.72395833 0.61458333 0.64736842 0.68947368 0.67894737]; 0.5628930817610063; 0.6477987421383647; 0.740251572327044; 0.7980049875311721; 0.6708595387840671; 0.8301886792452832; 0.5053380782918149; 0.44936708860759494; 0.5621835443037975; 0.5692307692307693; 0.4868421052631579; 0.6410114140773622; 0.6924795234549517; 0.590851334180432; 0.7387631515235908
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.69791667 0.68229167 0.66315789 0.67894737 0.68947368]; 0.5628930817610063; 0.5566037735849056; 0.769811320754717; 0.903153153153153; 0.8406708595387841; 0.9098532494758909; 0.5255972696245734; 0.49044585987261147; 0.5619931162717094; 0.555205047318612; 0.5238095238095238; 0.5585714285714285; 0.7556742323097463; 0.7057356608478803; 0.7703805207792701
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; 8; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.703125   0.63020833 0.70526316 0.68421053 0.60526316]; 0.6132075471698113; 0.6257861635220126; 0.679874213836478; 0.7238883143743537; 0.7337526205450734; 0.7201257861635221; 0.5858585858585857; 0.58; 0.6114285714285713; 0.6098360655737706; 0.577639751552795; 0.6263994936107926; 0.6755895474824729; 0.6725888324873096; 0.679810625719964
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; 8; svd_reconstruct; svdn; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.61979167 0.69791667 0.640625   0.63020833 0.68947368]; 0.6394984326018809; 0.6144200626959248; 0.7800751879699248; 0.8824141519250781; 0.8851774530271399; 0.8820459290187891; 0.684931506849315; 0.78125; 0.6390526729559749; 0.6684636118598383; 0.7654320987654321; 0.6120154124400408; 0.7931644077784324; 0.8401997503121099; 0.7798483028290111
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.65104167 0.5625     0.64583333 0.63157895 0.62105263]; 0.6257861635220126; 0.5880503144654088; 0.7738693467336684; 0.8829787234042552; 0.8682008368200836; 0.8849372384937239; 0.6269592476489028; 0.6329113924050633; 0.6258306962025317; 0.5867507886435331; 0.6; 0.5883435582822085; 0.7715736040609137; 0.7686472819216182; 0.7738367495750412
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; 8; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.625      0.63157895 0.63157895 0.62631579 0.65263158]; 0.5899053627760252; 0.5741324921135647; 0.650063051702396; 0.6038251366120219; 0.4642857142857143; 0.6953781512605043; 0.49218749999999994; 0.3795180722891566; 0.6003550626346446; 0.4621513944223108; 0.3717948717948718; 0.5709906035992992; 0.5520581113801452; 0.42857142857142855; 0.6514684554024656
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; 8; svd_reconstruct; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.66842105 0.63684211 0.65263158 0.65789474 0.71052632]; 0.5727848101265823; 0.5949367088607594; 0.6921618204804045; 0.7206982543640897; 0.608421052631579; 0.7642105263157896; 0.5544554455445544; 0.5384615384615384; 0.5723557692307691; 0.6279069767441862; 0.6428571428571429; 0.5916988416988417; 0.6639061421670117; 0.6020025031289111; 0.6930829884737787
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.64583333 0.64210526 0.68421053 0.70526316 0.68947368]; 0.6214511041009464; 0.61198738170347; 0.7496847414880202; 0.8103448275862069; 0.6911764705882353; 0.8382352941176471; 0.5714285714285714; 0.5128205128205128; 0.6197642936773371; 0.5527272727272727; 0.5; 0.6075757575757575; 0.7095830285296268; 0.6186224489795918; 0.7482139676319406
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; 10; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6512605  0.64285714 0.64705882 0.67226891 0.61344538]; 0.6128133704735376; 0.6072423398328691; 0.7379454926624738; 0.7755102040816327; 0.6386554621848739; 0.8151260504201681; 0.5850746268656717; 0.5730994152046783; 0.6110177927087221; 0.607242339832869; 0.5797872340425532; 0.6086070673136743; 0.7013142174432497; 0.6153039832285115; 0.7379454926624738
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; 10; svd_reconstruct; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.6375     0.65833333 0.66666667 0.63445378 0.63445378]; 0.6292134831460674; 0.6235955056179775; 0.7468553459119497; 0.7814702920443103; 0.6488294314381271; 0.8185618729096991; 0.6094674556213018; 0.5988372093023255; 0.6282229524772497; 0.6127167630057804; 0.5760869565217391; 0.6252527805864511; 0.7119856887298748; 0.6257861635220126; 0.7468553459119497
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.68067227 0.70168067 0.71428571 0.66386555 0.69327731]; 0.5793871866295265; 0.6295264623955432; 0.7793501048218029; 0.8757932910244788; 0.8117647058823529; 0.884873949579832; 0.5793871866295264; 0.5810055865921788; 0.5793916821849783; 0.6453333333333333; 0.6722222222222223; 0.6294072004965859; 0.7708219923788786; 0.7421383647798742; 0.7793501048218029
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; 10; svd_reconstruct; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.59166667 0.65833333 0.67916667 0.67916667 0.68907563]; 0.676056338028169; 0.6140845070422535; 0.6619496855345912; 0.674937965260546; 0.6811352253756261; 0.6719532554257095; 0.7103274559193954; 0.7540106951871658; 0.6716482047364399; 0.6441558441558441; 0.7380952380952381; 0.620384517443341; 0.6760421898543445; 0.7054507337526206; 0.6619496855345912
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; 10; svd_reconstruct; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.6        0.72083333 0.70168067 0.62605042 0.71008403]; 0.6134453781512605; 0.6302521008403361; 0.7510482180293501; 0.8246364414029085; 0.8073701842546064; 0.8283082077051926; 0.6387434554973822; 0.6853932584269663; 0.6136463498838741; 0.65625; 0.7039106145251397; 0.6300451949030194; 0.7545219638242895; 0.7651991614255765; 0.7510482180293501
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.70416667 0.64285714 0.64705882 0.67226891 0.69747899]; 0.5782122905027933; 0.5810055865921788; 0.7651991614255765; 0.8733850129198966; 0.8506711409395973; 0.8766778523489932; 0.5571847507331377; 0.5337078651685393; 0.5779650436953807; 0.5738636363636365; 0.5611111111111111; 0.5811173533083646; 0.7583603020496225; 0.7368972746331237; 0.7651991614255765
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.61666667 0.65966387 0.66806723 0.6302521 ]; 0.5742296918767507; 0.5910364145658263; 0.6477987421383647; 0.6128364389233955; 0.49581239530988275; 0.6867671691792295; 0.4758620689655173; 0.38764044943820225; 0.5737084928755256; 0.4930555555555555; 0.39664804469273746; 0.5915824493126608; 0.5647668393782384; 0.4570230607966457; 0.6477987421383647
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; 10; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.67083333 0.68333333 0.68067227 0.68907563 0.67226891]; 0.6078431372549019; 0.5742296918767507; 0.7180293501048218; 0.7410526315789474; 0.5896147403685092; 0.7939698492462312; 0.611111111111111; 0.6145251396648045; 0.6078243675852113; 0.5606936416184971; 0.5449438202247191; 0.5741478877659909; 0.6751207729468599; 0.5859538784067087; 0.7180293501048218
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.63865546 0.63865546 0.6512605  0.61764706 0.68907563]; 0.6267409470752089; 0.596100278551532; 0.7646750524109015; 0.8471223021582734; 0.7915966386554621; 0.8571428571428571; 0.6436170212765957; 0.6402116402116402; 0.6259881730469966; 0.6091644204851752; 0.6647058823529411; 0.5995487083722377; 0.7584722969338352; 0.7389937106918238; 0.7646750524109014
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; 12; svd_reconstruct; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.63194444 0.64236111 0.61188811 0.65384615 0.66433566]; 0.6582278481012658; 0.5780590717299579; 0.7374213836477987; 0.7163120567375886; 0.5634588563458857; 0.7768479776847979; 0.7197231833910036; 0.8125; 0.6447821100917431; 0.609375; 0.7155963302752294; 0.5882669151376148; 0.7005379557680814; 0.6142557651991615; 0.7374213836477989
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; 12; svd_reconstruct; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63636364 0.64685315 0.65384615 0.68531469 0.68531469]; 0.5648535564853556; 0.5941422594142259; 0.7651991614255765; 0.794338051623647; 0.6671328671328671; 0.8272727272727273; 0.514018691588785; 0.46218487394957986; 0.5644257703081234; 0.5529953917050692; 0.5; 0.5945378151260503; 0.7254901960784315; 0.6205450733752621; 0.7651991614255766
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.61538462 0.62587413 0.62937063 0.64788732]; 0.6375; 0.725; 0.8296645702306079; 0.8694992412746586; 0.8025210084033614; 0.8795518207282914; 0.5990783410138248; 0.5652173913043478; 0.6346086956521738; 0.725; 0.696; 0.7262608695652173; 0.8169014084507044; 0.759958071278826; 0.829664570230608
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; 12; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.63986014 0.62937063 0.62237762 0.68531469 0.66783217]; 0.6485355648535565; 0.6610878661087866; 0.660377358490566; 0.6648160999306038; 0.66993006993007; 0.6622377622377623; 0.6865671641791044; 0.8141592920353983; 0.6570796460176991; 0.7235494880546075; 0.8412698412698413; 0.650723416210142; 0.6763236763236763; 0.709643605870021; 0.6603773584905661
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; 12; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63286713 0.65384615 0.65384615 0.65034965 0.68661972]; 0.6125; 0.6291666666666667; 0.7830188679245284; 0.8311499272197963; 0.7997198879551821; 0.8375350140056023; 0.5674418604651164; 0.48412698412698413; 0.6192564745196325; 0.5435897435897435; 0.4649122807017544; 0.6213450292397661; 0.7679372197309416; 0.7180293501048218; 0.7830188679245284
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.63986014 0.64335664 0.6013986  0.65034965 0.63732394]; 0.6458333333333334; 0.5875; 0.8060796645702306; 0.8686440677966103; 0.8613445378151261; 0.8697478991596639; 0.6473029045643154; 0.624; 0.6467826086956522; 0.543778801843318; 0.5130434782608696; 0.5845217391304348; 0.8025613660618995; 0.7882599580712788; 0.8060796645702306
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.62937063 0.62237762 0.63636364 0.63286713 0.64084507]; 0.6125; 0.5833333333333334; 0.6425576519916143; 0.566873339238264; 0.4481792717086835; 0.657563025210084; 0.4918032786885246; 0.38461538461538464; 0.6069418386491557; 0.4736842105263158; 0.36585365853658536; 0.5889097352511986; 0.5459387483355527; 0.429769392033543; 0.6425576519916143
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; 12; svd_reconstruct; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.64335664 0.63286713 0.66433566 0.61188811 0.63380282]; 0.5875; 0.5791666666666667; 0.7353249475890985; 0.7447698744769874; 0.623249299719888; 0.7864145658263305; 0.4648648648648649; 0.37719298245614036; 0.577485380116959; 0.5213270142180094; 0.4365079365079365; 0.5866750208855472; 0.6825895663104966; 0.5691823899371069; 0.7353249475890985
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.68531469 0.69230769 0.67832168 0.62237762 0.68881119]; 0.5481171548117155; 0.5774058577405857; 0.8071278825995807; 0.8814317673378076; 0.8265734265734266; 0.8888111888111888; 0.5045871559633027; 0.45454545454545453; 0.5493066255778121; 0.5429864253393665; 0.5084745762711864; 0.5765513377223701; 0.7932584269662921; 0.740041928721174; 0.8071278825995807
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdne; 8; 0; 8; zones; mscn; svdne; 26; 8; 8; 0.6190476190476191; 0.19047619047619047; 0.19047619047619047; [0.66666667 0.33333333 0.5        0.75       0.75      ]; 0.375; 0.375; 0.7619047619047619; 1.0; 1.0; 1.0; 0.4444444444444445; 0.5; 0.375; 0.5454545454545454; 0.75; 0.375; 0.782608695652174; 0.8571428571428571; 0.7619047619047621
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdne; 32; 84; 116; 12; lab; svdne; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.90298507 0.85074627 0.87121212 0.85606061 0.85606061]; 0.8363636363636363; 0.8363636363636363; 0.9423076923076923; 0.9770992366412214; 0.963855421686747; 0.9774096385542169; 0.8392857142857143; 0.9038461538461539; 0.8398541114058355; 0.8548387096774194; 0.9137931034482759; 0.8318965517241379; 0.9427609427609427; 0.9502262443438914; 0.9423076923076923
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svd; 40; 80; 120; zones; lab; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.86607143 0.90178571 0.8        0.81818182 0.92727273]; 0.8303030303030303; 0.8303030303030303; 0.9027149321266968; 0.9454545454545454; 0.9386281588447654; 0.9458483754512635; 0.825; 0.8571428571428571; 0.8319805194805195; 0.849462365591398; 0.8977272727272727; 0.825487012987013; 0.9040178571428571; 0.916289592760181; 0.9027149321266967
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdne; 8; 0; 8; zones; mscn; svdne; 28; 9; 9; 0.6086956521739131; 0.1956521739130435; 0.1956521739130435; [0.66666667 0.5        0.33333333 0.16666667 0.25      ]; 0.5555555555555556; 0.5555555555555556; 0.8260869565217391; 1.0; 1.0; 1.0; 0.6; 0.75; 0.575; 0.5; 0.5; 0.5499999999999999; 0.8260869565217391; 0.8636363636363636; 0.8276515151515151
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; 12; svd_trunc_diff; svdne; 660; 220; 220; 0.6; 0.2; 0.2; [0.84848485 0.81818182 0.90151515 0.81818182 0.83333333]; 0.7857142857142857; 0.7053571428571429; 0.9140271493212669; 0.9709923664122138; 0.9636363636363636; 0.9712121212121212; 0.7857142857142856; 0.8461538461538461; 0.7897435897435898; 0.7401574803149608; 0.7833333333333333; 0.6993589743589744; 0.9149888143176734; 0.9253393665158371; 0.9140271493212669
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdne; 32; 84; 116; 12; lab; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.84848485 0.86153846 0.86923077 0.89230769 0.91538462]; 0.8275862068965517; 0.8103448275862069; 0.9117647058823529; 0.9444444444444444; 0.9386503067484663; 0.9447852760736195; 0.855072463768116; 0.9516129032258065; 0.8183990442054958; 0.8166666666666667; 0.9074074074074074; 0.8166069295101553; 0.9139072847682119; 0.9366515837104072; 0.9117647058823529
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; 6; ica_diff; svd; 304; 101; 101; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.83870968 0.83870968 0.78333333 0.81666667 0.86666667]; 0.8217821782178217; 0.8811881188118812; 0.8458498023715415; 0.8333333333333333; 0.7894736842105263; 0.8421052631578948; 0.8043478260869565; 0.74; 0.8209803921568627; 0.8799999999999999; 0.8461538461538461; 0.882260596546311; 0.8375; 0.7913385826771654; 0.846066116735408
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; 12; ica_diff; svdne; 692; 230; 230; 0.6006944444444444; 0.1996527777777778; 0.1996527777777778; [0.8        0.7826087  0.80434783 0.82608696 0.83333333]; 0.7291666666666666; 0.8229166666666666; 0.8552036199095022; 0.8780487804878049; 0.884393063583815; 0.8771676300578034; 0.7045454545454545; 0.7209302325581395; 0.7283896445809566; 0.8316831683168316; 0.7924528301886793; 0.8264589732338744; 0.855530474040632; 0.8574660633484162; 0.8552036199095023
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svd; 40; 80; 120; zones; lab; svd; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.92727273 0.89090909 0.9        0.83636364 0.89090909]; 0.7604790419161677; 0.718562874251497; 0.8789592760180995; 0.9635036496350364; 0.96; 0.9636363636363636; 0.7894736842105263; 0.8426966292134831; 0.754681647940075; 0.7218934911242604; 0.782051282051282; 0.7224863151829445; 0.8820286659316429; 0.9049773755656109; 0.8789592760180995